From ee059c393baecc4a4dfd44171d24cab45c73c962 Mon Sep 17 00:00:00 2001 From: "huangpan.foo" Date: Sat, 21 Sep 2024 19:33:30 +0800 Subject: [PATCH 001/187] Add deepseek-v2.5 template --- src/llamafactory/data/template.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 54da4757f7..01985801f6 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -611,6 +611,14 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +_register_template( + name="deepseek_v2.5", + format_user=StringFormatter(slots=["<|User|>{{content}}<|Assistant|>"]), + format_system=StringFormatter(slots=["{{content}}"]), + format_prefix=EmptyFormatter(slots=[{"bos_token"}]), +) + + _register_template( name="deepseekcoder", format_user=StringFormatter(slots=["### Instruction:\n{{content}}\n### Response:"]), From 6eefb4d7d25879db42cefae8332ca9db88bff851 Mon Sep 17 00:00:00 2001 From: steven Date: Mon, 4 Nov 2024 10:35:03 +0800 Subject: [PATCH 002/187] support granite3 models --- README.md | 1 + README_zh.md | 1 + src/llamafactory/data/template.py | 12 +++++++++ src/llamafactory/extras/constants.py | 39 ++++++++++++++++++++++++++++ 4 files changed, 53 insertions(+) diff --git a/README.md b/README.md index 8724520ba9..768242bfe0 100644 --- a/README.md +++ b/README.md @@ -181,6 +181,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | +| [Granite 3.0](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | | [Llama](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | - | diff --git a/README_zh.md b/README_zh.md index 88c3abb4ea..8bc59e17ae 100644 --- a/README_zh.md +++ b/README_zh.md @@ -182,6 +182,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | +| [Granite 3.0](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | | [Llama](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | - | diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 89827f695b..ae4bad0b86 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -691,6 +691,18 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +_register_template( + name="granite3", + format_user=StringFormatter(slots=["<|start_of_role|>user<|end_of_role|>{{content}}<|end_of_text|>\n<|start_of_role|>assistant<|end_of_role|>"]), + format_system=StringFormatter(slots=["<|start_of_role|>system<|end_of_role|>{{content}}<|end_of_text|>\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|end_of_text|>\n"]), + format_separator=EmptyFormatter(slots=["\n"]), + stop_words=["<|end_of_text|>"], + replace_eos=True, + replace_jinja_template=True, +) + + _register_template( name="index", format_user=StringFormatter(slots=["reserved_0{{content}}reserved_1"]), diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 8a3ed036ad..efc3ee4b5e 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -596,6 +596,45 @@ def register_model_group( ) +register_model_group( + models={ + "Granite-3.0-8B-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-8b-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-8b-instruct", + }, + "Granite-3.0-8B-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-8b-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-8b-base", + }, + "Granite-3.0-2B-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-2b-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-2b-instruct", + }, + "Granite-3.0-2B-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-2b-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-2b-base", + }, + "Granite-3.0-3B-A800M-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-3b-a800m-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-3b-a800m-instruct", + }, + "Granite-3.0-3B-A800M-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-3b-a800m-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-3b-a800m-base", + }, + "Granite-3.0-1B-A400M-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-1b-a400m-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-1b-a400m-instruct", + }, + "Granite-3.0-1B-A400M-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-1b-a400m-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-1b-a400m-base", + }, + }, + template="granite3", +) + + register_model_group( models={ "Index-1.9B-Chat": { From 598c22e43f3f10a335933339cc612744c4835eb0 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 26 Nov 2024 15:54:44 +0000 Subject: [PATCH 003/187] fix mllama cross_mask --- src/llamafactory/data/collator.py | 7 +++++++ src/llamafactory/data/mm_plugin.py | 4 ++-- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index 4fc9e80304..f4f97feb49 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -19,6 +19,7 @@ from typing import TYPE_CHECKING, Any, Dict, Literal, Optional, Sequence import torch +import torch.nn.functional as F from transformers import DataCollatorForSeq2Seq @@ -98,6 +99,12 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso feature["token_type_ids"] = token_type_ids[i] features: Dict[str, "torch.Tensor"] = super().__call__(features) + if "cross_attention_mask" in mm_inputs: # for mllama inputs + cross_attention_mask = mm_inputs.pop("cross_attention_mask") + seq_len = features["input_ids"].size(1) + orig_len = cross_attention_mask.size(1) + mm_inputs["cross_attention_mask"] = F.pad(cross_attention_mask, (0, 0, 0, 0, 0, seq_len - orig_len)) + features.update(mm_inputs) if isinstance(features.get("pixel_values"), list): # for pixtral inputs features = features.data # use default_collate() instead of BatchEncoding.to() diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index 383a12718d..389e27b16d 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -241,7 +241,7 @@ def get_mm_inputs( videos: a list of video inputs, shape (num_videos,) imglens: number of images in each sample, shape (batch_size,) vidlens: number of videos in each sample, shape (batch_size,) - batch_ids: input ids of samples, shape (batch_size, seq_len) + batch_ids: token ids of input samples, shape (batch_size, seq_len) processor: a processor for pre-processing images and videos """ self._validate_input(images, videos) @@ -760,7 +760,7 @@ def get_mm_inputs( max_num_tiles=max_image_tiles, length=max(len(input_ids) for input_ids in batch_ids), ) - ) + ) # shape: (batch_size, length, max_num_images, max_num_tiles) return mm_inputs From 362d579ce83e63007e6f89f264d06d2698671cc6 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 26 Nov 2024 16:03:02 +0000 Subject: [PATCH 004/187] fix #6149 --- src/llamafactory/data/loader.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/llamafactory/data/loader.py b/src/llamafactory/data/loader.py index 540dff1c4a..1c3a7747bf 100644 --- a/src/llamafactory/data/loader.py +++ b/src/llamafactory/data/loader.py @@ -128,6 +128,7 @@ def _load_single_dataset( cache_dir=model_args.cache_dir, token=model_args.hf_hub_token, streaming=data_args.streaming, + num_proc=data_args.preprocessing_num_workers, trust_remote_code=True, ) From 17afb7d4103499a9a090a6624896cfa123e9e1d6 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Wed, 27 Nov 2024 04:20:23 +0000 Subject: [PATCH 005/187] add marco-o1 and openo1 dataset --- README.md | 3 ++- README_zh.md | 3 ++- data/dataset_info.json | 7 +++++++ src/llamafactory/data/template.py | 16 ++++++++++++++++ src/llamafactory/extras/constants.py | 11 +++++++++++ 5 files changed, 38 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index c6d0e1a88f..d216a1fc31 100644 --- a/README.md +++ b/README.md @@ -290,9 +290,10 @@ You also can add a custom chat template to [template.py](src/llamafactory/data/t - [STEM (zh)](https://huggingface.co/datasets/hfl/stem_zh_instruction) - [Ruozhiba (zh)](https://huggingface.co/datasets/hfl/ruozhiba_gpt4_turbo) - [Neo-sft (zh)](https://huggingface.co/datasets/m-a-p/neo_sft_phase2) -- [WebInstructSub (en)](https://huggingface.co/datasets/TIGER-Lab/WebInstructSub) - [Magpie-Pro-300K-Filtered (en)](https://huggingface.co/datasets/Magpie-Align/Magpie-Pro-300K-Filtered) - [Magpie-ultra-v0.1 (en)](https://huggingface.co/datasets/argilla/magpie-ultra-v0.1) +- [WebInstructSub (en)](https://huggingface.co/datasets/TIGER-Lab/WebInstructSub) +- [OpenO1-SFT (en&zh)](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT) - [LLaVA mixed (en&zh)](https://huggingface.co/datasets/BUAADreamer/llava-en-zh-300k) - [Pokemon-gpt4o-captions (en&zh)](https://huggingface.co/datasets/jugg1024/pokemon-gpt4o-captions) - [Open Assistant (de)](https://huggingface.co/datasets/mayflowergmbh/oasst_de) diff --git a/README_zh.md b/README_zh.md index 9ba60c055b..14ea863d64 100644 --- a/README_zh.md +++ b/README_zh.md @@ -290,9 +290,10 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 - [STEM (zh)](https://huggingface.co/datasets/hfl/stem_zh_instruction) - [Ruozhiba (zh)](https://huggingface.co/datasets/hfl/ruozhiba_gpt4_turbo) - [Neo-sft (zh)](https://huggingface.co/datasets/m-a-p/neo_sft_phase2) -- [WebInstructSub (en)](https://huggingface.co/datasets/TIGER-Lab/WebInstructSub) - [Magpie-Pro-300K-Filtered (en)](https://huggingface.co/datasets/Magpie-Align/Magpie-Pro-300K-Filtered) - [Magpie-ultra-v0.1 (en)](https://huggingface.co/datasets/argilla/magpie-ultra-v0.1) +- [WebInstructSub (en)](https://huggingface.co/datasets/TIGER-Lab/WebInstructSub) +- [OpenO1-SFT (en&zh)](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT) - [LLaVA mixed (en&zh)](https://huggingface.co/datasets/BUAADreamer/llava-en-zh-300k) - [Pokemon-gpt4o-captions (en&zh)](https://huggingface.co/datasets/jugg1024/pokemon-gpt4o-captions) - [Open Assistant (de)](https://huggingface.co/datasets/mayflowergmbh/oasst_de) diff --git a/data/dataset_info.json b/data/dataset_info.json index 7cfb0e79fb..b20b8c0906 100644 --- a/data/dataset_info.json +++ b/data/dataset_info.json @@ -296,6 +296,13 @@ "response": "answer" } }, + "openo1_sft": { + "hf_hub_url": "O1-OPEN/OpenO1-SFT", + "columns": { + "prompt": "prompt", + "response": "response" + } + }, "llava_1k_en": { "hf_hub_url": "BUAADreamer/llava-en-zh-2k", "subset": "en", diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 6054b7a6d4..e7f3b72b7c 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -901,6 +901,22 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +_register_template( + name="marco", + format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), + format_observation=StringFormatter(slots=["<|im_start|>tool\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_separator=EmptyFormatter(slots=["\n"]), + default_system=( + "你是一个经过良好训练的AI助手,你的名字是Marco-o1.由阿里国际数字商业集团的AI Business创造.\n## 重要!!!!!\n" + "当你回答问题时,你的思考应该在内完成,内输出你的结果。\n" + "应该尽可能是英文,但是有2个特例,一个是对原文中的引用,另一个是是数学应该使用markdown格式,内的输出需要遵循用户输入的语言。\n" + ), + stop_words=["<|im_end|>"], + replace_eos=True, +) + + _register_template( name="mistral", format_user=StringFormatter(slots=["[INST] {{content}} [/INST]"]), diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 5fdb33c297..09050a7c60 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -998,6 +998,17 @@ def register_model_group( ) +register_model_group( + models={ + "Marco-o1-Chat": { + DownloadSource.DEFAULT: "AIDC-AI/Marco-o1", + DownloadSource.MODELSCOPE: "AIDC-AI/Marco-o1", + }, + }, + template="marco", +) + + register_model_group( models={ "MiniCPM-2B-SFT-Chat": { From b7d4cf2caf2d02f7d16bab3f0ec8bf0108b7be75 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Wed, 27 Nov 2024 05:24:58 +0000 Subject: [PATCH 006/187] pin tokenizers version --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index 445d7b8781..b47643e3bb 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,6 +3,7 @@ datasets>=2.16.0,<=3.1.0 accelerate>=0.34.0,<=1.0.1 peft>=0.11.1,<=0.12.0 trl>=0.8.6,<=0.9.6 +tokenizers>=0.19.0,<0.20.4 gradio>=4.0.0,<5.0.0 pandas>=2.0.0 scipy From ec9ff8caa2637965d41937cce7de4e4d51d054eb Mon Sep 17 00:00:00 2001 From: hiyouga Date: Wed, 27 Nov 2024 05:45:24 +0000 Subject: [PATCH 007/187] add skywork o1 --- README.md | 19 ++++++++++------- README_zh.md | 9 +++++--- src/llamafactory/data/template.py | 32 ++++++++++++++++++++++++++++ src/llamafactory/extras/constants.py | 10 +++++++++ 4 files changed, 59 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index d216a1fc31..a4d4e47a19 100644 --- a/README.md +++ b/README.md @@ -81,21 +81,23 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ ## Changelog +[24/11/27] We supported fine-tuning the **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** model and the **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** dataset. + [24/10/09] We supported downloading pre-trained models and datasets from the **[Modelers Hub](https://modelers.cn/models)**. See [this tutorial](#download-from-modelers-hub) for usage. -[24/09/19] We support fine-tuning the **[Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/)** models. +[24/09/19] We supported fine-tuning the **[Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/)** models. -[24/08/30] We support fine-tuning the **[Qwen2-VL](https://qwenlm.github.io/blog/qwen2-vl/)** models. Thank [@simonJJJ](https://github.com/simonJJJ)'s PR. +[24/08/30] We supported fine-tuning the **[Qwen2-VL](https://qwenlm.github.io/blog/qwen2-vl/)** models. Thank [@simonJJJ](https://github.com/simonJJJ)'s PR. -[24/08/27] We support **[Liger Kernel](https://github.com/linkedin/Liger-Kernel)**. Try `enable_liger_kernel: true` for efficient training. +
Full Changelog -[24/08/09] We support **[Adam-mini](https://github.com/zyushun/Adam-mini)** optimizer. See [examples](examples/README.md) for usage. Thank [@relic-yuexi](https://github.com/relic-yuexi)'s PR. +[24/08/27] We supported **[Liger Kernel](https://github.com/linkedin/Liger-Kernel)**. Try `enable_liger_kernel: true` for efficient training. -
Full Changelog +[24/08/09] We supported **[Adam-mini](https://github.com/zyushun/Adam-mini)** optimizer. See [examples](examples/README.md) for usage. Thank [@relic-yuexi](https://github.com/relic-yuexi)'s PR. -[24/07/04] We support [contamination-free packed training](https://github.com/MeetKai/functionary/tree/main/functionary/train/packing). Use `neat_packing: true` to activate it. Thank [@chuan298](https://github.com/chuan298)'s PR. +[24/07/04] We supported [contamination-free packed training](https://github.com/MeetKai/functionary/tree/main/functionary/train/packing). Use `neat_packing: true` to activate it. Thank [@chuan298](https://github.com/chuan298)'s PR. -[24/06/16] We support **[PiSSA](https://arxiv.org/abs/2404.02948)** algorithm. See [examples](examples/README.md) for usage. +[24/06/16] We supported **[PiSSA](https://arxiv.org/abs/2404.02948)** algorithm. See [examples](examples/README.md) for usage. [24/06/07] We supported fine-tuning the **[Qwen2](https://qwenlm.github.io/blog/qwen2/)** and **[GLM-4](https://github.com/THUDM/GLM-4)** models. @@ -202,6 +204,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral | | [Qwen (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | | [Qwen2-VL](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | +| [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 | | [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - | | [XVERSE](https://huggingface.co/xverse) | 7B/13B/65B | xverse | | [Yi/Yi-1.5 (Code)](https://huggingface.co/01-ai) | 1.5B/6B/9B/34B | yi | @@ -731,7 +734,7 @@ If you have a project that should be incorporated, please contact via email or c This repository is licensed under the [Apache-2.0 License](LICENSE). -Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) +Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## Citation diff --git a/README_zh.md b/README_zh.md index 14ea863d64..f075d488b3 100644 --- a/README_zh.md +++ b/README_zh.md @@ -82,18 +82,20 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 ## 更新日志 +[24/11/27] 我们支持了 **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** 模型的微调和 **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** 数据集。 + [24/10/09] 我们支持了从 **[魔乐社区](https://modelers.cn/models)** 下载预训练模型和数据集。详细用法请参照 [此教程](#从魔乐社区下载)。 [24/09/19] 我们支持了 **[Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/)** 模型的微调。 [24/08/30] 我们支持了 **[Qwen2-VL](https://qwenlm.github.io/blog/qwen2-vl/)** 模型的微调。感谢 [@simonJJJ](https://github.com/simonJJJ) 的 PR。 +
展开日志 + [24/08/27] 我们支持了 **[Liger Kernel](https://github.com/linkedin/Liger-Kernel)**。请使用 `enable_liger_kernel: true` 来加速训练。 [24/08/09] 我们支持了 **[Adam-mini](https://github.com/zyushun/Adam-mini)** 优化器。详细用法请参照 [examples](examples/README_zh.md)。感谢 [@relic-yuexi](https://github.com/relic-yuexi) 的 PR。 -
展开日志 - [24/07/04] 我们支持了[无污染打包训练](https://github.com/MeetKai/functionary/tree/main/functionary/train/packing)。请使用 `neat_packing: true` 参数。感谢 [@chuan298](https://github.com/chuan298) 的 PR。 [24/06/16] 我们支持了 **[PiSSA](https://arxiv.org/abs/2404.02948)** 算法。详细用法请参照 [examples](examples/README_zh.md)。 @@ -202,6 +204,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral | | [Qwen (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | | [Qwen2-VL](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | +| [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 | | [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - | | [XVERSE](https://huggingface.co/xverse) | 7B/13B/65B | xverse | | [Yi/Yi-1.5 (Code)](https://huggingface.co/01-ai) | 1.5B/6B/9B/34B | yi | @@ -730,7 +733,7 @@ run_name: test_run # 可选 本仓库的代码依照 [Apache-2.0](LICENSE) 协议开源。 -使用模型权重时,请遵循对应的模型协议:[Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) +使用模型权重时,请遵循对应的模型协议:[Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## 引用 diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index e7f3b72b7c..191bcad70b 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -1058,6 +1058,38 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +_register_template( + name="skywork_o1", + format_user=StringFormatter( + slots=[ + ( + "<|start_header_id|>user<|end_header_id|>\n\n{{content}}<|eot_id|>" + "<|start_header_id|>assistant<|end_header_id|>\n\n" + ) + ] + ), + format_system=StringFormatter(slots=["<|start_header_id|>system<|end_header_id|>\n\n{{content}}<|eot_id|>"]), + format_observation=StringFormatter( + slots=[ + ( + "<|start_header_id|>tool<|end_header_id|>\n\n{{content}}<|eot_id|>" + "<|start_header_id|>assistant<|end_header_id|>\n\n" + ) + ] + ), + format_prefix=EmptyFormatter(slots=[{"bos_token"}]), + default_system=( + "You are Skywork-o1, a thinking model developed by Skywork AI, specializing in solving complex problems " + "involving mathematics, coding, and logical reasoning through deep thought. When faced with a user's request, " + "you first engage in a lengthy and in-depth thinking process to explore possible solutions to the problem. " + "After completing your thoughts, you then provide a detailed explanation of the solution process " + "in your response." + ), + stop_words=["<|eot_id|>"], + replace_eos=True, +) + + _register_template( name="solar", format_user=StringFormatter(slots=["### User:\n{{content}}\n\n### Assistant:\n"]), diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 09050a7c60..cde747cdac 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -1923,6 +1923,16 @@ def register_model_group( ) +register_model_group( + models={ + "Skywork-o1-Open-Llama-3.1-8B": { + DownloadSource.DEFAULT: "Skywork/Skywork-o1-Open-Llama-3.1-8B", + } + }, + template="skywork_o1", +) + + register_model_group( models={ "StarCoder2-3B": { From 046b6fb118e3ea75062c6a759720a1759639e93c Mon Sep 17 00:00:00 2001 From: hiyouga Date: Wed, 27 Nov 2024 06:14:51 +0000 Subject: [PATCH 008/187] fix dataset --- data/dataset_info.json | 3 ++- src/llamafactory/data/template.py | 20 ++++++++++++++++++++ 2 files changed, 22 insertions(+), 1 deletion(-) diff --git a/data/dataset_info.json b/data/dataset_info.json index b20b8c0906..7c980b9752 100644 --- a/data/dataset_info.json +++ b/data/dataset_info.json @@ -297,7 +297,8 @@ } }, "openo1_sft": { - "hf_hub_url": "O1-OPEN/OpenO1-SFT", + "hf_hub_url": "llamafactory/OpenO1-SFT", + "ms_hub_url": "llamafactory/OpenO1-SFT", "columns": { "prompt": "prompt", "response": "response" diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 191bcad70b..33ba58a908 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -512,6 +512,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="chatml_de", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), @@ -578,6 +579,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="dbrx", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), @@ -728,6 +730,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from llama2 template _register_template( name="llama2_zh", format_user=StringFormatter(slots=[{"bos_token"}, "[INST] {{content}} [/INST]"]), @@ -762,6 +765,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from llama3 template _register_template( name="mllama", format_user=StringFormatter( @@ -789,6 +793,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from vicuna template _register_template( name="llava", format_user=StringFormatter(slots=["USER: {{content}} ASSISTANT:"]), @@ -800,6 +805,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from vicuna template _register_template( name="llava_next", format_user=StringFormatter(slots=["USER: {{content}} ASSISTANT:"]), @@ -811,6 +817,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from llama3 template _register_template( name="llava_next_llama3", format_user=StringFormatter( @@ -838,6 +845,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from mistral template _register_template( name="llava_next_mistral", format_user=StringFormatter(slots=["[INST] {{content}} [/INST]"]), @@ -846,6 +854,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="llava_next_qwen", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), @@ -860,6 +869,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="llava_next_yi", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), @@ -871,6 +881,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from vicuna template _register_template( name="llava_next_video", format_user=StringFormatter(slots=["USER: {{content}} ASSISTANT:"]), @@ -882,6 +893,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from mistral template _register_template( name="llava_next_video_mistral", format_user=StringFormatter(slots=["[INST] {{content}} [/INST]"]), @@ -890,6 +902,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="llava_next_video_yi", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), @@ -901,6 +914,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="marco", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), @@ -954,6 +968,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="opencoder", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), @@ -974,6 +989,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from gemma template _register_template( name="paligemma", format_user=StringFormatter(slots=["user\n{{content}}\nmodel\n"]), @@ -1017,6 +1033,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="qwen", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), @@ -1030,6 +1047,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="qwen2_vl", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), @@ -1058,6 +1076,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from llama3 template _register_template( name="skywork_o1", format_user=StringFormatter( @@ -1175,6 +1194,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="yi", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), From 4424d4de8aca0e4d3b92672584978f3cc3fc33da Mon Sep 17 00:00:00 2001 From: wangdepeng Date: Wed, 27 Nov 2024 16:44:42 +0800 Subject: [PATCH 009/187] fix:tokenized_path not None and load_from_disk return Dataset Trigger stuck --- src/llamafactory/data/loader.py | 34 +++++++++++++++++++++++---------- 1 file changed, 24 insertions(+), 10 deletions(-) diff --git a/src/llamafactory/data/loader.py b/src/llamafactory/data/loader.py index 1c3a7747bf..abdc716d7f 100644 --- a/src/llamafactory/data/loader.py +++ b/src/llamafactory/data/loader.py @@ -14,11 +14,13 @@ import os import sys +import zstandard as zstd from typing import TYPE_CHECKING, Dict, Literal, Optional, Sequence, Union import numpy as np -from datasets import DatasetDict, load_dataset, load_from_disk +from datasets import DatasetDict, Dataset, load_dataset, load_from_disk from transformers.utils.versions import require_version +from typing import Union from ..extras import logging from ..extras.constants import FILEEXT2TYPE @@ -52,6 +54,7 @@ def _load_single_dataset( Loads a single dataset and aligns it to the standard format. """ logger.info_rank0(f"Loading dataset {dataset_attr}...") + data_path, data_name, data_dir, data_files = None, None, None, None if dataset_attr.load_from in ["hf_hub", "ms_hub", "om_hub"]: data_path = dataset_attr.dataset_name @@ -119,6 +122,7 @@ def _load_single_dataset( streaming=data_args.streaming, ) else: + logger.info(f"Loading dataset {data_path}, {data_name}, {data_dir}, {data_files},{dataset_attr.split},{model_args.cache_dir},{model_args.hf_hub_token},{data_args.streaming}...") dataset = load_dataset( path=data_path, name=data_name, @@ -239,20 +243,30 @@ def get_dataset( if data_args.tokenized_path is not None: if has_tokenized_data(data_args.tokenized_path): logger.warning_rank0("Loading dataset from disk will ignore other data arguments.") - dataset_dict: "DatasetDict" = load_from_disk(data_args.tokenized_path) + dataset_dict: Union[DatasetDict, Dataset] = load_from_disk(data_args.tokenized_path) logger.info_rank0(f"Loaded tokenized dataset from {data_args.tokenized_path}.") - dataset_module: Dict[str, "Dataset"] = {} - if "train" in dataset_dict: - dataset_module["train_dataset"] = dataset_dict["train"] - if "validation" in dataset_dict: - dataset_module["eval_dataset"] = dataset_dict["validation"] + if isinstance(dataset_dict, DatasetDict): + print(f"Loaded DatasetDict with keys: {dataset_dict.keys()}") + if "train" in dataset_dict: + dataset_module["train_dataset"] = dataset_dict["train"] + + if "validation" in dataset_dict: + dataset_module["eval_dataset"] = dataset_dict["validation"] - if data_args.streaming: - dataset_module = {k: v.to_iterable_dataset() for k, v in dataset_module.items()} + if data_args.streaming: + dataset_module = {k: v.to_iterable_dataset() for k, v in dataset_module.items()} - return dataset_module + logger.info_rank0(f"Finished tokenized dataset load from {data_args.tokenized_path}.") + return dataset_module + + elif isinstance(dataset_dict, Dataset): + logger.info_rank0(f"Loaded single Dataset with {len(dataset_dict)} samples.") + dataset_module["train_dataset"] = dataset_dict + return dataset_module + else: + raise ValueError("Unknown dataset type loaded!") if data_args.streaming: raise ValueError("Turn off `streaming` when saving dataset to disk.") From dfb953b1adb79ed9f886ecac6851a559617aaa5a Mon Sep 17 00:00:00 2001 From: Azalea <22280294+hykilpikonna@users.noreply.github.com> Date: Thu, 28 Nov 2024 12:25:02 +0800 Subject: [PATCH 010/187] [+] Show the hostname --- src/llamafactory/webui/interface.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/llamafactory/webui/interface.py b/src/llamafactory/webui/interface.py index 55aed5e579..51e1d7d3fe 100644 --- a/src/llamafactory/webui/interface.py +++ b/src/llamafactory/webui/interface.py @@ -13,6 +13,7 @@ # limitations under the License. import os +import socket from ..extras.packages import is_gradio_available from .common import save_config @@ -35,7 +36,7 @@ def create_ui(demo_mode: bool = False) -> "gr.Blocks": engine = Engine(demo_mode=demo_mode, pure_chat=False) - with gr.Blocks(title="LLaMA Board", css=CSS) as demo: + with gr.Blocks(title=f"LLaMA Board ({socket.gethostname()})", css=CSS) as demo: if demo_mode: gr.HTML("

LLaMA Board: A One-stop Web UI for Getting Started with LLaMA Factory

") gr.HTML( From 68a612115aebba51695d22be4397c16c86f3b40a Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 28 Nov 2024 08:50:57 +0000 Subject: [PATCH 011/187] add qwq --- README.md | 2 +- README_zh.md | 2 +- assets/wechat.jpg | Bin 169083 -> 170218 bytes assets/wechat_npu.jpg | Bin 171331 -> 172411 bytes src/llamafactory/extras/constants.py | 296 ++++++++++++++------------- 5 files changed, 152 insertions(+), 148 deletions(-) diff --git a/README.md b/README.md index a4d4e47a19..91a55e2dcb 100644 --- a/README.md +++ b/README.md @@ -202,7 +202,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Phi-3](https://huggingface.co/microsoft) | 4B/14B | phi | | [Phi-3-small](https://huggingface.co/microsoft) | 7B | phi_small | | [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral | -| [Qwen (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | +| [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | | [Qwen2-VL](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | | [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 | | [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - | diff --git a/README_zh.md b/README_zh.md index f075d488b3..88ee7d9e27 100644 --- a/README_zh.md +++ b/README_zh.md @@ -202,7 +202,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [Phi-1.5/Phi-2](https://huggingface.co/microsoft) | 1.3B/2.7B | - | | [Phi-3](https://huggingface.co/microsoft) | 4B/7B/14B | phi | | [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral | -| [Qwen (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | +| [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | | [Qwen2-VL](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | | [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 | | [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - | diff --git a/assets/wechat.jpg b/assets/wechat.jpg index 4ddc947be2fc5d9fe5bd2de0ea37340b915cae5e..dea0d819c2e7f00d4d9fbc08064221645cc694bd 100644 GIT binary patch literal 170218 zcmeFZbyQp3*De~|t;H!;pis296DY-twz##pyIZJ1p*RIvic7IV+TxnxR@|K=xF%?@ zaMSm9K0D)#Z`^zT_{JIIeZyE}CwsBkbM0rYIp;IyTDP;es{l$(RSi`D78U@2h4}&8 zE&!AP__%oZc)0lZc=!Ya_=Loi#Kc5I#MI;zq?B~j^z?Mpw6u)OT&#>t9QSBx+4$Kw z9&kV8eaOHn@JN8?5f{%xo>V7PoLzkV`~w1mf^^MJ~?H%ON@yY4g zIqKr_k6c&)oPUXh`TZ}!{x`X(Fmhqz;^N>E{E-U_I}p=wsBrPvh4Jqw=@Y#4zI$Kf z6(RNG!_92pSuoF=ARyF(?=Ek7$2M_Ww?>*Z;pH`**?qL#}xMDGnCq;o(pL zfPl-du{?R$|FnO`;2#Y9gMoiA@DB$5!N5Nl_y+_3VBjAN{9lfN;kHS+Z$%am-)&P0 zZ_a4JwNV0n6`!b-NSOh?kMwzrfSs)&pU*5GaTJ*?X$HtYlDFs)7^B8eGY?Ujz`Kgf z)^IhrMG4I5S{vXGif4`Y$&D#QieXKm#UjK9A|51mjsBPJm}`v3Fvy5f7{l8CB3KvTC_$_l%wiEReG-iB*yp9Lh+)dH-RiS=Hsjor} zh)T&;cfxWihz0QcH;vCx?Q@QVDljnFWGcUa^(2FJ52UZi^ju$s{oUVWII+Inc%tS1 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zKULm2`rgwD3HuL^ohqu*^+dKV5JX`9Z7j2a;hQOT`wG z$`_A3qbzxFKK3=tLy9NYJM^G{hth02gIId!wArFw5wz%$eLAtN{`q~{Iy{Q!H8&Lm zxy@JVFho*@C})>kCa|1F0z&fs;ku5y=sndnm43MsPcM@I z6p>>uUYN#KA;#10%>ubjD{&af-JlJH2tdTYMBHEXbRpksi7dIuP;((R8vHi7OB7v) zaqSy0uS8zx%`KL!PF5NV=f;zM9a&7F3ZXtOU!w8m=pK$R;Si==M?yusX@`%)-6VGp zzBlD3_)}egr3Zq-{}t)7|5KZ%U{mmd#*Ty&9qm;uU830=z#50QO>`dLi=|1fd*VMf zez4$Ftm9tZsGes-aEX}idC!CAyRm}c1^SXE8~S~_>kN`6uKIKd>n-od!hZai_#u_@ zI!Eu>OPh*=U z+1N@&U!L({d_MMxRO}Q30)ZZSiU=RK5&bs4qFkuo%>)#RG^~Z&RGLr)43wPnyi#rQ zsd*Qa5V5DU6I%5iuW}8meWFypQ}!yWzVgMI^Tai4Ii7A5dL&GGlcbzC)$=4}W?4v} zm=&{VbGf>I;@-8Ic!>JAmN4W$kEg#MQ)j Date: Thu, 28 Nov 2024 22:23:41 -0500 Subject: [PATCH 012/187] [U] Compute hostname differently --- src/llamafactory/webui/interface.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/src/llamafactory/webui/interface.py b/src/llamafactory/webui/interface.py index 51e1d7d3fe..a4f2c1fa8a 100644 --- a/src/llamafactory/webui/interface.py +++ b/src/llamafactory/webui/interface.py @@ -13,7 +13,7 @@ # limitations under the License. import os -import socket +import platform from ..extras.packages import is_gradio_available from .common import save_config @@ -35,8 +35,9 @@ def create_ui(demo_mode: bool = False) -> "gr.Blocks": engine = Engine(demo_mode=demo_mode, pure_chat=False) + hostname = os.getenv("HOSTNAME", os.getenv("COMPUTERNAME", platform.node())).split('.')[0] - with gr.Blocks(title=f"LLaMA Board ({socket.gethostname()})", css=CSS) as demo: + with gr.Blocks(title=f"LLaMA Board ({hostname})", css=CSS) as demo: if demo_mode: gr.HTML("

LLaMA Board: A One-stop Web UI for Getting Started with LLaMA Factory

") gr.HTML( From 961e8c2d2e5505de14702cf8609d54b4f3a23b1e Mon Sep 17 00:00:00 2001 From: JieShen Date: Fri, 29 Nov 2024 14:22:20 +0800 Subject: [PATCH 013/187] add vllm_infer script --- scripts/vllm_infer.py | 139 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 139 insertions(+) create mode 100644 scripts/vllm_infer.py diff --git a/scripts/vllm_infer.py b/scripts/vllm_infer.py new file mode 100644 index 0000000000..0d498959de --- /dev/null +++ b/scripts/vllm_infer.py @@ -0,0 +1,139 @@ +# Copyright 2024 the LlamaFactory team. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +import json +import os +import sys +from typing import List + +import fire +from vllm import LLM, SamplingParams +from vllm.lora.request import LoRARequest + +from llamafactory.data import get_dataset, get_template_and_fix_tokenizer +from llamafactory.extras.constants import IGNORE_INDEX +from llamafactory.hparams import get_train_args +from llamafactory.model import load_tokenizer + + +max_tokens = 2048 + + +def vllm_infer( + model_name_or_path: str = None, + adapter_name_or_path: str = None, + dataset_dir: str = "data", + eval_dataset: str = None, + template: str = "default", + max_sample: int = None, + preprocessing_num_workers: int = 16, + predict_with_generate: bool = True, + do_predict: bool = True, + temperature: float = 0.7, + top_p: float = 0.7, + top_k: float = 50, + output_dir: str = "output", +): + + if len(sys.argv) == 1: + model_args, data_args, training_args, finetuning_args, generating_args = ( + get_train_args( + dict( + model_name_or_path=model_name_or_path, + adapter_name_or_path=adapter_name_or_path, + dataset_dir=dataset_dir, + eval_dataset=eval_dataset, + template=template, + max_sample=max_sample, + preprocessing_num_workers=preprocessing_num_workers, + predict_with_generate=predict_with_generate, + do_predict=do_predict, + temperature=temperature, + top_p=top_p, + top_k=top_k, + output_dir=output_dir, + ) + ) + ) + else: + model_args, data_args, training_args, finetuning_args, generating_args = ( + get_train_args() + ) + + tokenizer = load_tokenizer(model_args)["tokenizer"] + template = get_template_and_fix_tokenizer(tokenizer, data_args) + + eval_dataset = get_dataset( + template, model_args, data_args, training_args, finetuning_args.stage, tokenizer + )["eval_dataset"] + + prompts = [item["input_ids"] for item in eval_dataset] + prompts = tokenizer.batch_decode(prompts, skip_special_tokens=False) + + labels = [ + list(filter(lambda x: x != IGNORE_INDEX, item["labels"])) + for item in eval_dataset + ] + labels = tokenizer.batch_decode(labels, skip_special_tokens=True) + + sampling_params = SamplingParams( + temperature=generating_args.temperature, + top_k=generating_args.top_k, + top_p=generating_args.top_p, + max_tokens=max_tokens, + ) + + if model_args.adapter_name_or_path: + if isinstance(model_args.adapter_name_or_path, list): + lora_path = model_args.adapter_name_or_path[0] + else: + lora_path = model_args.adapter_name_or_path + + lora_requests = LoRARequest("lora_adapter_0", 0, lora_path=lora_path) + enable_lora = True + else: + lora_requests = None + enable_lora = False + + llm = LLM( + model=model_args.model_name_or_path, + trust_remote_code=True, + tokenizer=model_args.model_name_or_path, + enable_lora=enable_lora, + ) + + outputs = llm.generate(prompts, sampling_params, lora_request=lora_requests) + + if not os.path.exists(training_args.output_dir): + os.makedirs(training_args.output_dir, exist_ok=True) + + output_prediction_file = os.path.join( + training_args.output_dir, "generated_predictions.jsonl" + ) + + with open(output_prediction_file, "w", encoding="utf-8") as writer: + res: List[str] = [] + for text, pred, label in zip(prompts, outputs, labels): + res.append( + json.dumps( + {"prompt": text, "predict": pred.outputs[0].text, "label": label}, + ensure_ascii=False, + ) + ) + writer.write("\n".join(res)) + + +if __name__ == "__main__": + fire.Fire(vllm_infer) From 4c61368600a6648ec20753a41536ad3c7986703b Mon Sep 17 00:00:00 2001 From: JieShen Date: Sun, 1 Dec 2024 22:18:05 +0800 Subject: [PATCH 014/187] add async call api --- scripts/async_call_api.py | 223 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 223 insertions(+) create mode 100644 scripts/async_call_api.py diff --git a/scripts/async_call_api.py b/scripts/async_call_api.py new file mode 100644 index 0000000000..3dcf4b8725 --- /dev/null +++ b/scripts/async_call_api.py @@ -0,0 +1,223 @@ +# Copyright 2024 the LlamaFactory team. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# pip install langchain langchain_openai + +import os +import sys +import json +import asyncio + + +import fire +from tqdm import tqdm +from dataclasses import dataclass +from aiolimiter import AsyncLimiter +from typing import List +import pandas as pd +from langchain_openai import ChatOpenAI +from dotenv import load_dotenv + +from llamafactory.hparams import get_train_args +from llamafactory.extras.constants import IGNORE_INDEX +from llamafactory.data.loader import _get_merged_dataset + +load_dotenv() + + +class AsyncLLM: + def __init__( + self, + model: str = "gpt-3.5-turbo", + base_url: str = "http://localhost:{}/v1/".format( + os.environ.get("API_PORT", 8000) + ), + api_key: str = "{}".format(os.environ.get("API_KEY", "0")), + num_per_second: int = 6, + **kwargs, + ): + self.model = model + self.base_url = base_url + self.api_key = api_key + self.num_per_second = num_per_second + + # 创建限速器,每秒最多发出 5 个请求 + self.limiter = AsyncLimiter(self.num_per_second, 1) + + self.llm = ChatOpenAI( + model=self.model, base_url=self.base_url, api_key=self.api_key, **kwargs + ) + + async def __call__(self, text): + # 限速 + async with self.limiter: + return await self.llm.ainvoke([text]) + + +llm = AsyncLLM( + base_url="http://localhost:{}/v1/".format(os.environ.get("API_PORT", 8000)), + api_key="{}".format(os.environ.get("API_KEY", "0")), + num_per_second=10, +) +llms = [llm] + + +@dataclass +class AsyncAPICall: + uid: str = "0" + + @staticmethod + async def _run_task_with_progress(task, pbar): + result = await task + pbar.update(1) + return result + + @staticmethod + def async_run( + llms: List[AsyncLLM], + data: List[str], + keyword: str = "", + output_dir: str = "output", + chunk_size=500, + ) -> List[str]: + + async def infer_chunk(llms: List[AsyncLLM], data: List): + """ + 逐块进行推理,为避免处理庞大数据时,程序崩溃导致已推理数据丢失 + """ + results = [llms[i % len(llms)](text) for i, text in enumerate(data)] + + with tqdm(total=len(results)) as pbar: + results = await asyncio.gather( + *[ + AsyncAPICall._run_task_with_progress(task, pbar) + for task in results + ] + ) + return results + + idx = 0 + all_df = [] + file_exist_skip = False + user_confirm = False + + while idx < len(data): + file_path = os.path.join(output_dir, "tmp", f"{idx}.csv.temp") + + if os.path.exists(file_path): + if not user_confirm: + while True: + user_response = input( + f"Find {file_path} file already exists. Do you want to skip them forever?\ny or Y to skip, n or N to rerun to overwrite: " + ) + if user_response.lower() == "y": + user_confirm = True + file_exist_skip = True + break + elif user_response.lower() == "n": + user_confirm = True + file_exist_skip = False + break + + if file_exist_skip: + tmp_df = pd.read_csv(file_path) + all_df.append(tmp_df) + idx += chunk_size + continue + + tmp_data = data[idx : idx + chunk_size] + loop = asyncio.get_event_loop() + tmp_result = loop.run_until_complete(infer_chunk(llms=llms, data=tmp_data)) + tmp_result = [item.content for item in tmp_result] + + tmp_df = pd.DataFrame({"infer": tmp_result}) + + if not os.path.exists(p := os.path.dirname(file_path)): + os.makedirs(p, exist_ok=True) + + tmp_df.to_csv(file_path, index=False) + all_df.append(tmp_df) + idx += chunk_size + + all_df = pd.concat(all_df) + return all_df["infer"] + + +def async_api_infer( + model_name_or_path: str = "", + eval_dataset: str = "", + template: str = "", + dataset_dir: str = "data", + do_predict: bool = True, + predict_with_generate: bool = True, + max_samples: int = None, + output_dir: str = "output", + chunk_size=50, +): + + if len(sys.argv) == 1: + model_args, data_args, training_args, finetuning_args, generating_args = ( + get_train_args( + dict( + model_name_or_path=model_name_or_path, + dataset_dir=dataset_dir, + eval_dataset=eval_dataset, + template=template, + output_dir=output_dir, + do_predict=True, + predict_with_generate=True, + max_samples=max_samples, + ) + ) + ) + else: + model_args, data_args, training_args, finetuning_args, generating_args = ( + get_train_args() + ) + + dataset = _get_merged_dataset( + data_args.eval_dataset, model_args, data_args, training_args, "sft" + ) + + labels = [item[0]["content"] for item in dataset["_response"]] + prompts = [item[0]["content"] for item in dataset["_prompt"]] + + infers = AsyncAPICall.async_run( + llms, + prompts, + chunk_size=chunk_size, + output_dir=training_args.output_dir, + ) + + if not os.path.exists(training_args.output_dir): + os.makedirs(training_args.output_dir, exist_ok=True) + + output_prediction_file = os.path.join( + training_args.output_dir, "generated_predictions.jsonl" + ) + + with open(output_prediction_file, "w", encoding="utf-8") as writer: + res: List[str] = [] + for text, pred, label in zip(prompts, infers, labels): + res.append( + json.dumps( + {"prompt": text, "predict": pred, "label": label}, + ensure_ascii=False, + ) + ) + writer.write("\n".join(res)) + + +if __name__ == "__main__": + fire.Fire(async_api_infer) From 722a396b69ce340609175b0bc1cf118e5593a749 Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Tue, 3 Dec 2024 20:48:48 +0800 Subject: [PATCH 015/187] update wechat --- assets/wechat.jpg | Bin 170218 -> 171526 bytes assets/wechat_npu.jpg | Bin 172411 -> 172097 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/assets/wechat.jpg b/assets/wechat.jpg index 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z9vUq1t#7I@I^{m6%q<5I#p}D+U+eH>ioZmEZ@u=iI!H?$BDAM!pe^K?B5Tk`zO<&~ zl)1=6oSLV3%vMs1=swK8#9!=Zk&%=es*ql2mvC0v!cuX)yeDMQ*H?*B?m7tnHxtkP z9eDqrdOom6yYzkSnDHvS)bN$^%lD2r6ifdeTh5%*ru9zvGLf+D?%Y*8d;#;w8y=Q=Uj5YYHY{`T_S?L4n zh*&pwakf0K;NwCzGNZkMnNeVMh2~^mHo=3p%dWFBr#7LTLZ*mXo&qe@tN8H??Y3$O zjQI3)t^|LNJk8BB{P?A()`A`T+CHk5HX6iTFi@oLd9wv(TuM8DRVE`ZGFDlgHXi+% z7{Tu(Ggt`o#hA=Wy6lxJ=}~ZexW4miJ7}gm8$9oaENI^rK36oJq?2By^4}K&s|bKe zXWJ#)oOuNFsjHXmkllZRxDjlNgD2<1&6~^cJBBA)nyy0kz?;fL(ia|{2Cz&#GcHPi z(n>De!#Z)9ShEE`9&@uE;%vujCsGk+xZ&YMjB9>fN>5vJCE~4RN>aBFx^~cIVA!}a z=1PBF$(`yX#qY?QOXmltCbOAE&fZQHZ~=wmFFyr;MY-^kC^}(a(WI6R#;=a^ zM>JT+<_|_2pTY*;RPNwUZC9+>)O?-ECI&0-eR-ykq7;JyInJI0=+?jM6>bLPMJ9q- zJ(a?)A1dFdyR&p6zeE~!{=-l9Kjka;`#rzs`!@!DW8gOieq-P_27Y7UHwJ!V;5P<- kW8m+`z@Jm8`%h1RCh(vkirKH#i6R~CtUMRl2E)$(1;Ov;xc~qF From dbb9e5b70efab37ed057b2d5822b9d0d23e99fb1 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Wed, 4 Dec 2024 09:40:39 +0000 Subject: [PATCH 016/187] fix vlm zero3 training --- src/llamafactory/data/collator.py | 22 ++++++- tests/data/test_collator.py | 98 ++++++++++++++++++++++++++++++- tests/data/test_mm_plugin.py | 76 ++++++++++++------------ 3 files changed, 156 insertions(+), 40 deletions(-) diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index f4f97feb49..8539a879c2 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -22,6 +22,13 @@ import torch.nn.functional as F from transformers import DataCollatorForSeq2Seq +from ..extras.constants import IGNORE_INDEX, IMAGE_PLACEHOLDER +from ..extras.packages import is_pillow_available + + +if is_pillow_available(): + from PIL import Image + if TYPE_CHECKING: from transformers import ProcessorMixin @@ -73,7 +80,7 @@ class MultiModalDataCollatorForSeq2Seq(DataCollatorForSeq2Seq): r""" Data collator that supports VLMs. - Features should contain input_ids, attention_mask, labels and images. + Features should contain input_ids, attention_mask, labels, and optionally contain images and videos. """ template: Optional["Template"] = None @@ -90,6 +97,17 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso batch_vidlens.append(len(videos)) batch_input_ids.append(feature["input_ids"]) + if self.processor is not None and sum(batch_imglens) == 0: # avoid process hanging in zero3/fsdp case + fake_messages = [{"role": "user", "content": IMAGE_PLACEHOLDER}] + fake_images = [Image.new("RGB", (64, 64), (255, 255, 255))] + fake_messages = self.template.mm_plugin.process_messages(fake_messages, fake_images, [], self.processor) + fake_input_ids = self.processor.tokenizer.encode(fake_messages[0]["content"], add_special_tokens=False) + features[0]["input_ids"] = features[0]["input_ids"] + fake_input_ids + features[0]["attention_mask"] = features[0]["attention_mask"] + [0] * len(fake_input_ids) + features[0]["labels"] = features[0]["labels"] + [IGNORE_INDEX] * len(fake_input_ids) + batch_images = fake_images + batch_input_ids[0] = features[0]["input_ids"] + mm_inputs = self.template.mm_plugin.get_mm_inputs( batch_images, batch_videos, batch_imglens, batch_vidlens, batch_input_ids, self.processor ) @@ -99,7 +117,7 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso feature["token_type_ids"] = token_type_ids[i] features: Dict[str, "torch.Tensor"] = super().__call__(features) - if "cross_attention_mask" in mm_inputs: # for mllama inputs + if "cross_attention_mask" in mm_inputs: # for mllama inputs when pad_to_multiple_of is enabled cross_attention_mask = mm_inputs.pop("cross_attention_mask") seq_len = features["input_ids"].size(1) orig_len = cross_attention_mask.size(1) diff --git a/tests/data/test_collator.py b/tests/data/test_collator.py index 58035ac271..dcb53d6bbd 100644 --- a/tests/data/test_collator.py +++ b/tests/data/test_collator.py @@ -12,9 +12,105 @@ # See the License for the specific language governing permissions and # limitations under the License. +import os + import torch +from PIL import Image + +from llamafactory.data import get_template_and_fix_tokenizer +from llamafactory.data.collator import MultiModalDataCollatorForSeq2Seq, prepare_4d_attention_mask +from llamafactory.extras.constants import IGNORE_INDEX +from llamafactory.hparams import get_infer_args +from llamafactory.model import load_tokenizer + + +TINY_LLAMA = os.getenv("TINY_LLAMA", "llamafactory/tiny-random-Llama-3") + -from llamafactory.data.collator import prepare_4d_attention_mask +def test_base_collator(): + model_args, data_args, *_ = get_infer_args({"model_name_or_path": TINY_LLAMA, "template": "default"}) + tokenizer_module = load_tokenizer(model_args) + template = get_template_and_fix_tokenizer(tokenizer_module["tokenizer"], data_args) + data_collator = MultiModalDataCollatorForSeq2Seq( + template=template, + pad_to_multiple_of=8, + label_pad_token_id=IGNORE_INDEX, + **tokenizer_module, + ) + p = tokenizer_module["tokenizer"].pad_token_id + q = IGNORE_INDEX + features = [ + { + "input_ids": [0, 1, 2, 3, 4, 5], + "attention_mask": [1, 1, 1, 1, 1, 1], + "labels": [q, q, 2, 3, 4, 5], + }, + { + "input_ids": [6, 7], + "attention_mask": [1, 1], + "labels": [q, 7], + }, + ] + batch_input = data_collator(features) + expected_input = { + "input_ids": [ + [0, 1, 2, 3, 4, 5, p, p], + [6, 7, p, p, p, p, p, p], + ], + "attention_mask": [ + [1, 1, 1, 1, 1, 1, 0, 0], + [1, 1, 0, 0, 0, 0, 0, 0], + ], + "labels": [ + [q, q, 2, 3, 4, 5, q, q], + [q, 7, q, q, q, q, q, q], + ], + } + for k in batch_input.keys(): + assert batch_input[k].eq(torch.tensor(expected_input[k])).all() + + +def test_multimodal_collator(): + model_args, data_args, *_ = get_infer_args( + {"model_name_or_path": "Qwen/Qwen2-VL-7B-Instruct", "template": "qwen2_vl"} + ) + tokenizer_module = load_tokenizer(model_args) + template = get_template_and_fix_tokenizer(tokenizer_module["tokenizer"], data_args) + data_collator = MultiModalDataCollatorForSeq2Seq( + template=template, + pad_to_multiple_of=4, + label_pad_token_id=IGNORE_INDEX, + **tokenizer_module, + ) + p = tokenizer_module["tokenizer"].pad_token_id + q = IGNORE_INDEX + s = tokenizer_module["tokenizer"].convert_tokens_to_ids("<|vision_start|>") + e = tokenizer_module["tokenizer"].convert_tokens_to_ids("<|vision_end|>") + m = tokenizer_module["tokenizer"].convert_tokens_to_ids("<|image_pad|>") + fake_image = Image.new("RGB", (64, 64), (255, 255, 255)) + + features = [ + { + "input_ids": [0, 1, 2, 3], + "attention_mask": [1, 1, 1, 1], + "labels": [0, 1, 2, 3], + }, + ] + batch_input = data_collator(features) + expected_input = { + "input_ids": [ + [0, 1, 2, 3, s, m, m, m, m, e, p, p], + ], + "attention_mask": [ + [1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0], + ], + "labels": [ + [0, 1, 2, 3, q, q, q, q, q, q, q, q], + ], + **tokenizer_module["processor"].image_processor(fake_image), + } + for k in batch_input.keys(): + assert batch_input[k].eq(torch.tensor(expected_input[k])).all() def test_4d_attention_mask(): diff --git a/tests/data/test_mm_plugin.py b/tests/data/test_mm_plugin.py index 21d0ebade0..c9084af049 100644 --- a/tests/data/test_mm_plugin.py +++ b/tests/data/test_mm_plugin.py @@ -13,14 +13,14 @@ # limitations under the License. import os -from typing import TYPE_CHECKING, Any, Dict, List, Sequence, Tuple +from typing import TYPE_CHECKING, Any, Dict, List, Sequence import pytest import torch from PIL import Image from llamafactory.data.mm_plugin import get_mm_plugin -from llamafactory.hparams import ModelArguments +from llamafactory.hparams import get_infer_args from llamafactory.model import load_tokenizer @@ -29,6 +29,7 @@ from transformers.image_processing_utils import BaseImageProcessor from llamafactory.data.mm_plugin import BasePlugin + from llamafactory.model.loader import TokenizerModule HF_TOKEN = os.getenv("HF_TOKEN") @@ -82,10 +83,9 @@ def _is_close(batch_a: Dict[str, Any], batch_b: Dict[str, Any]) -> None: assert batch_a[key] == batch_b[key] -def _load_tokenizer_module(model_name_or_path: str) -> Tuple["PreTrainedTokenizer", "ProcessorMixin"]: - model_args = ModelArguments(model_name_or_path=model_name_or_path) - tokenizer_module = load_tokenizer(model_args) - return tokenizer_module["tokenizer"], tokenizer_module["processor"] +def _load_tokenizer_module(model_name_or_path: str) -> "TokenizerModule": + model_args, *_ = get_infer_args({"model_name_or_path": model_name_or_path, "template": "default"}) + return load_tokenizer(model_args) def _check_plugin( @@ -121,73 +121,75 @@ def _check_plugin( def test_base_plugin(): - tokenizer, processor = _load_tokenizer_module(model_name_or_path=TINY_LLAMA) + tokenizer_module = _load_tokenizer_module(model_name_or_path=TINY_LLAMA) base_plugin = get_mm_plugin(name="base", image_token="") - check_inputs = {"plugin": base_plugin, "tokenizer": tokenizer, "processor": processor} + check_inputs = {"plugin": base_plugin, **tokenizer_module} _check_plugin(**check_inputs) def test_llava_plugin(): - tokenizer, processor = _load_tokenizer_module(model_name_or_path="llava-hf/llava-1.5-7b-hf") - llava_plugin = get_mm_plugin(name="llava", image_token="") image_seqlen = 576 - check_inputs = {"plugin": llava_plugin, "tokenizer": tokenizer, "processor": processor} + tokenizer_module = _load_tokenizer_module(model_name_or_path="llava-hf/llava-1.5-7b-hf") + llava_plugin = get_mm_plugin(name="llava", image_token="") + check_inputs = {"plugin": llava_plugin, **tokenizer_module} check_inputs["expected_mm_messages"] = [ {key: value.replace("", "" * image_seqlen) for key, value in message.items()} for message in MM_MESSAGES ] - check_inputs["expected_mm_inputs"] = _get_mm_inputs(processor) + check_inputs["expected_mm_inputs"] = _get_mm_inputs(tokenizer_module["processor"]) _check_plugin(**check_inputs) def test_llava_next_plugin(): - tokenizer, processor = _load_tokenizer_module(model_name_or_path="llava-hf/llava-v1.6-vicuna-7b-hf") - llava_next_plugin = get_mm_plugin(name="llava_next", image_token="") - check_inputs = {"plugin": llava_next_plugin, "tokenizer": tokenizer, "processor": processor} image_seqlen = 1176 + tokenizer_module = _load_tokenizer_module(model_name_or_path="llava-hf/llava-v1.6-vicuna-7b-hf") + llava_next_plugin = get_mm_plugin(name="llava_next", image_token="") + check_inputs = {"plugin": llava_next_plugin, **tokenizer_module} check_inputs["expected_mm_messages"] = [ {key: value.replace("", "" * image_seqlen) for key, value in message.items()} for message in MM_MESSAGES ] - check_inputs["expected_mm_inputs"] = _get_mm_inputs(processor) + check_inputs["expected_mm_inputs"] = _get_mm_inputs(tokenizer_module["processor"]) _check_plugin(**check_inputs) def test_llava_next_video_plugin(): - tokenizer, processor = _load_tokenizer_module(model_name_or_path="llava-hf/LLaVA-NeXT-Video-7B-hf") - llava_next_video_plugin = get_mm_plugin(name="llava_next_video", image_token="", video_token="

## License diff --git a/README_zh.md b/README_zh.md index 88ee7d9e27..7e5b914b87 100644 --- a/README_zh.md +++ b/README_zh.md @@ -594,7 +594,7 @@ API_PORT=8000 llamafactory-cli api examples/inference/llama3_vllm.yaml > [!TIP] > API 文档请查阅[这里](https://platform.openai.com/docs/api-reference/chat/create)。 > -> 示例:[图像理解](scripts/test_image.py) | [工具调用](scripts/test_toolcall.py) +> 示例:[图像理解](scripts/api_example/test_image.py) | [工具调用](scripts/api_example/test_toolcall.py) ### 从魔搭社区下载 diff --git a/examples/README.md b/examples/README.md index 3a98a0888c..9413ef2ace 100644 --- a/examples/README.md +++ b/examples/README.md @@ -13,6 +13,8 @@ Make sure to execute these commands in the `LLaMA-Factory` directory. Use `CUDA_VISIBLE_DEVICES` (GPU) or `ASCEND_RT_VISIBLE_DEVICES` (NPU) to choose computing devices. +By default, LLaMA-Factory uses all visible computing devices. + ## Examples ### LoRA Fine-Tuning @@ -80,12 +82,6 @@ llamafactory-cli train examples/train_lora/llama3_preprocess.yaml llamafactory-cli eval examples/train_lora/llama3_lora_eval.yaml ``` -#### Batch Predicting and Computing BLEU and ROUGE Scores - -```bash -llamafactory-cli train examples/train_lora/llama3_lora_predict.yaml -``` - #### Supervised Fine-Tuning on Multiple Nodes ```bash @@ -146,12 +142,6 @@ FORCE_TORCHRUN=1 NNODES=2 RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llama FORCE_TORCHRUN=1 llamafactory-cli train examples/train_full/qwen2vl_full_sft.yaml ``` -#### Batch Predicting and Computing BLEU and ROUGE Scores - -```bash -llamafactory-cli train examples/train_full/llama3_full_predict.yaml -``` - ### Merging LoRA Adapters and Quantization #### Merge LoRA Adapters @@ -170,13 +160,19 @@ llamafactory-cli export examples/merge_lora/llama3_gptq.yaml ### Inferring LoRA Fine-Tuned Models -#### Use CLI +#### Batch Generation using vLLM Tensor Parallel + +``` +python scripts/vllm_infer.py --model_name_or_path path_to_merged_model --dataset alpaca_en_demo +``` + +#### Use CLI ChatBox ```bash llamafactory-cli chat examples/inference/llama3_lora_sft.yaml ``` -#### Use Web UI +#### Use Web UI ChatBox ```bash llamafactory-cli webchat examples/inference/llama3_lora_sft.yaml @@ -238,3 +234,9 @@ llamafactory-cli train examples/extras/llama_pro/llama3_freeze_sft.yaml ```bash bash examples/extras/fsdp_qlora/train.sh ``` + +#### Computing BLEU and ROUGE Scores + +```bash +llamafactory-cli train examples/extras/nlg_eval/llama3_lora_predict.yaml +``` diff --git a/examples/README_zh.md b/examples/README_zh.md index 45e96bcf48..9aa4ca90ae 100644 --- a/examples/README_zh.md +++ b/examples/README_zh.md @@ -13,6 +13,8 @@ 使用 `CUDA_VISIBLE_DEVICES`(GPU)或 `ASCEND_RT_VISIBLE_DEVICES`(NPU)选择计算设备。 +LLaMA-Factory 默认使用所有可见的计算设备。 + ## 示例 ### LoRA 微调 @@ -80,12 +82,6 @@ llamafactory-cli train examples/train_lora/llama3_preprocess.yaml llamafactory-cli eval examples/train_lora/llama3_lora_eval.yaml ``` -#### 批量预测并计算 BLEU 和 ROUGE 分数 - -```bash -llamafactory-cli train examples/train_lora/llama3_lora_predict.yaml -``` - #### 多机指令监督微调 ```bash @@ -146,12 +142,6 @@ FORCE_TORCHRUN=1 NNODES=2 RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llama FORCE_TORCHRUN=1 llamafactory-cli train examples/train_full/qwen2vl_full_sft.yaml ``` -#### 批量预测并计算 BLEU 和 ROUGE 分数 - -```bash -llamafactory-cli train examples/train_full/llama3_full_predict.yaml -``` - ### 合并 LoRA 适配器与模型量化 #### 合并 LoRA 适配器 @@ -170,13 +160,19 @@ llamafactory-cli export examples/merge_lora/llama3_gptq.yaml ### 推理 LoRA 模型 -#### 使用命令行接口 +#### 使用 vLLM+TP 批量推理 + +``` +python scripts/vllm_infer.py --model_name_or_path path_to_merged_model --dataset alpaca_en_demo +``` + +#### 使用命令行对话框 ```bash llamafactory-cli chat examples/inference/llama3_lora_sft.yaml ``` -#### 使用浏览器界面 +#### 使用浏览器对话框 ```bash llamafactory-cli webchat examples/inference/llama3_lora_sft.yaml @@ -238,3 +234,9 @@ llamafactory-cli train examples/extras/llama_pro/llama3_freeze_sft.yaml ```bash bash examples/extras/fsdp_qlora/train.sh ``` + +#### 计算 BLEU 和 ROUGE 分数 + +```bash +llamafactory-cli train examples/extras/nlg_eval/llama3_lora_predict.yaml +``` diff --git a/examples/train_lora/llama3_lora_predict.yaml b/examples/extras/nlg_eval/llama3_lora_predict.yaml similarity index 80% rename from examples/train_lora/llama3_lora_predict.yaml rename to examples/extras/nlg_eval/llama3_lora_predict.yaml index f7119a8aa9..3cdca84318 100644 --- a/examples/train_lora/llama3_lora_predict.yaml +++ b/examples/extras/nlg_eval/llama3_lora_predict.yaml @@ -1,3 +1,6 @@ +# The batch generation can be SLOW using this config. +# For faster inference, we recommend to use `scripts/vllm_infer.py`. + ### model model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct adapter_name_or_path: saves/llama3-8b/lora/sft diff --git a/examples/inference/llama3.yaml b/examples/inference/llama3.yaml index ffc5be82f1..a2a8c6fda2 100644 --- a/examples/inference/llama3.yaml +++ b/examples/inference/llama3.yaml @@ -1,2 +1,3 @@ model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct template: llama3 +infer_backend: huggingface # choices: [huggingface, vllm] diff --git a/examples/inference/llama3_lora_sft.yaml b/examples/inference/llama3_lora_sft.yaml index 262f4445c8..ec5d8732f1 100644 --- a/examples/inference/llama3_lora_sft.yaml +++ b/examples/inference/llama3_lora_sft.yaml @@ -2,3 +2,4 @@ model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct adapter_name_or_path: saves/llama3-8b/lora/sft template: llama3 finetuning_type: lora +infer_backend: huggingface # choices: [huggingface, vllm] diff --git a/examples/inference/llava1_5.yaml b/examples/inference/llava1_5.yaml index 68f3b8ff3a..163d6e1e80 100644 --- a/examples/inference/llava1_5.yaml +++ b/examples/inference/llava1_5.yaml @@ -1,2 +1,3 @@ model_name_or_path: llava-hf/llava-1.5-7b-hf template: llava +infer_backend: huggingface # choices: [huggingface, vllm] diff --git a/examples/inference/qwen2_vl.yaml b/examples/inference/qwen2_vl.yaml index ed1cef6c54..f6dc55399f 100644 --- a/examples/inference/qwen2_vl.yaml +++ b/examples/inference/qwen2_vl.yaml @@ -1,2 +1,3 @@ model_name_or_path: Qwen/Qwen2-VL-7B-Instruct template: qwen2_vl +infer_backend: huggingface # choices: [huggingface, vllm] diff --git a/examples/train_full/llama3_full_predict.yaml b/examples/train_full/llama3_full_predict.yaml deleted file mode 100644 index dcac4925b8..0000000000 --- a/examples/train_full/llama3_full_predict.yaml +++ /dev/null @@ -1,23 +0,0 @@ -### model -model_name_or_path: saves/llama3-8b/full/sft - -### method -stage: sft -do_predict: true -finetuning_type: full - -### dataset -eval_dataset: identity,alpaca_en_demo -template: llama3 -cutoff_len: 2048 -max_samples: 50 -overwrite_cache: true -preprocessing_num_workers: 16 - -### output -output_dir: saves/llama3-8b/full/predict -overwrite_output_dir: true - -### eval -per_device_eval_batch_size: 1 -predict_with_generate: true diff --git a/scripts/test_image.py b/scripts/api_example/test_image.py similarity index 100% rename from scripts/test_image.py rename to scripts/api_example/test_image.py diff --git a/scripts/test_toolcall.py b/scripts/api_example/test_toolcall.py similarity index 100% rename from scripts/test_toolcall.py rename to scripts/api_example/test_toolcall.py diff --git a/scripts/async_call_api.py b/scripts/async_call_api.py deleted file mode 100644 index 3dcf4b8725..0000000000 --- a/scripts/async_call_api.py +++ /dev/null @@ -1,223 +0,0 @@ -# Copyright 2024 the LlamaFactory team. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -# pip install langchain langchain_openai - -import os -import sys -import json -import asyncio - - -import fire -from tqdm import tqdm -from dataclasses import dataclass -from aiolimiter import AsyncLimiter -from typing import List -import pandas as pd -from langchain_openai import ChatOpenAI -from dotenv import load_dotenv - -from llamafactory.hparams import get_train_args -from llamafactory.extras.constants import IGNORE_INDEX -from llamafactory.data.loader import _get_merged_dataset - -load_dotenv() - - -class AsyncLLM: - def __init__( - self, - model: str = "gpt-3.5-turbo", - base_url: str = "http://localhost:{}/v1/".format( - os.environ.get("API_PORT", 8000) - ), - api_key: str = "{}".format(os.environ.get("API_KEY", "0")), - num_per_second: int = 6, - **kwargs, - ): - self.model = model - self.base_url = base_url - self.api_key = api_key - self.num_per_second = num_per_second - - # 创建限速器,每秒最多发出 5 个请求 - self.limiter = AsyncLimiter(self.num_per_second, 1) - - self.llm = ChatOpenAI( - model=self.model, base_url=self.base_url, api_key=self.api_key, **kwargs - ) - - async def __call__(self, text): - # 限速 - async with self.limiter: - return await self.llm.ainvoke([text]) - - -llm = AsyncLLM( - base_url="http://localhost:{}/v1/".format(os.environ.get("API_PORT", 8000)), - api_key="{}".format(os.environ.get("API_KEY", "0")), - num_per_second=10, -) -llms = [llm] - - -@dataclass -class AsyncAPICall: - uid: str = "0" - - @staticmethod - async def _run_task_with_progress(task, pbar): - result = await task - pbar.update(1) - return result - - @staticmethod - def async_run( - llms: List[AsyncLLM], - data: List[str], - keyword: str = "", - output_dir: str = "output", - chunk_size=500, - ) -> List[str]: - - async def infer_chunk(llms: List[AsyncLLM], data: List): - """ - 逐块进行推理,为避免处理庞大数据时,程序崩溃导致已推理数据丢失 - """ - results = [llms[i % len(llms)](text) for i, text in enumerate(data)] - - with tqdm(total=len(results)) as pbar: - results = await asyncio.gather( - *[ - AsyncAPICall._run_task_with_progress(task, pbar) - for task in results - ] - ) - return results - - idx = 0 - all_df = [] - file_exist_skip = False - user_confirm = False - - while idx < len(data): - file_path = os.path.join(output_dir, "tmp", f"{idx}.csv.temp") - - if os.path.exists(file_path): - if not user_confirm: - while True: - user_response = input( - f"Find {file_path} file already exists. Do you want to skip them forever?\ny or Y to skip, n or N to rerun to overwrite: " - ) - if user_response.lower() == "y": - user_confirm = True - file_exist_skip = True - break - elif user_response.lower() == "n": - user_confirm = True - file_exist_skip = False - break - - if file_exist_skip: - tmp_df = pd.read_csv(file_path) - all_df.append(tmp_df) - idx += chunk_size - continue - - tmp_data = data[idx : idx + chunk_size] - loop = asyncio.get_event_loop() - tmp_result = loop.run_until_complete(infer_chunk(llms=llms, data=tmp_data)) - tmp_result = [item.content for item in tmp_result] - - tmp_df = pd.DataFrame({"infer": tmp_result}) - - if not os.path.exists(p := os.path.dirname(file_path)): - os.makedirs(p, exist_ok=True) - - tmp_df.to_csv(file_path, index=False) - all_df.append(tmp_df) - idx += chunk_size - - all_df = pd.concat(all_df) - return all_df["infer"] - - -def async_api_infer( - model_name_or_path: str = "", - eval_dataset: str = "", - template: str = "", - dataset_dir: str = "data", - do_predict: bool = True, - predict_with_generate: bool = True, - max_samples: int = None, - output_dir: str = "output", - chunk_size=50, -): - - if len(sys.argv) == 1: - model_args, data_args, training_args, finetuning_args, generating_args = ( - get_train_args( - dict( - model_name_or_path=model_name_or_path, - dataset_dir=dataset_dir, - eval_dataset=eval_dataset, - template=template, - output_dir=output_dir, - do_predict=True, - predict_with_generate=True, - max_samples=max_samples, - ) - ) - ) - else: - model_args, data_args, training_args, finetuning_args, generating_args = ( - get_train_args() - ) - - dataset = _get_merged_dataset( - data_args.eval_dataset, model_args, data_args, training_args, "sft" - ) - - labels = [item[0]["content"] for item in dataset["_response"]] - prompts = [item[0]["content"] for item in dataset["_prompt"]] - - infers = AsyncAPICall.async_run( - llms, - prompts, - chunk_size=chunk_size, - output_dir=training_args.output_dir, - ) - - if not os.path.exists(training_args.output_dir): - os.makedirs(training_args.output_dir, exist_ok=True) - - output_prediction_file = os.path.join( - training_args.output_dir, "generated_predictions.jsonl" - ) - - with open(output_prediction_file, "w", encoding="utf-8") as writer: - res: List[str] = [] - for text, pred, label in zip(prompts, infers, labels): - res.append( - json.dumps( - {"prompt": text, "predict": pred, "label": label}, - ensure_ascii=False, - ) - ) - writer.write("\n".join(res)) - - -if __name__ == "__main__": - fire.Fire(async_api_infer) diff --git a/scripts/llamafy_baichuan2.py b/scripts/convert_ckpt/llamafy_baichuan2.py similarity index 100% rename from scripts/llamafy_baichuan2.py rename to scripts/convert_ckpt/llamafy_baichuan2.py diff --git a/scripts/llamafy_qwen.py b/scripts/convert_ckpt/llamafy_qwen.py similarity index 100% rename from scripts/llamafy_qwen.py rename to scripts/convert_ckpt/llamafy_qwen.py diff --git a/scripts/cal_flops.py b/scripts/stat_utils/cal_flops.py similarity index 100% rename from scripts/cal_flops.py rename to scripts/stat_utils/cal_flops.py diff --git a/scripts/cal_lr.py b/scripts/stat_utils/cal_lr.py similarity index 100% rename from scripts/cal_lr.py rename to scripts/stat_utils/cal_lr.py diff --git a/scripts/cal_mfu.py b/scripts/stat_utils/cal_mfu.py similarity index 100% rename from scripts/cal_mfu.py rename to scripts/stat_utils/cal_mfu.py diff --git a/scripts/cal_ppl.py b/scripts/stat_utils/cal_ppl.py similarity index 100% rename from scripts/cal_ppl.py rename to scripts/stat_utils/cal_ppl.py diff --git a/scripts/length_cdf.py b/scripts/stat_utils/length_cdf.py similarity index 100% rename from scripts/length_cdf.py rename to scripts/stat_utils/length_cdf.py diff --git a/scripts/vllm_infer.py b/scripts/vllm_infer.py index 0d498959de..1eae6842e8 100644 --- a/scripts/vllm_infer.py +++ b/scripts/vllm_infer.py @@ -12,127 +12,106 @@ # See the License for the specific language governing permissions and # limitations under the License. - import json -import os -import sys -from typing import List import fire +from transformers import Seq2SeqTrainingArguments from vllm import LLM, SamplingParams from vllm.lora.request import LoRARequest from llamafactory.data import get_dataset, get_template_and_fix_tokenizer from llamafactory.extras.constants import IGNORE_INDEX -from llamafactory.hparams import get_train_args +from llamafactory.extras.misc import get_device_count +from llamafactory.hparams import get_infer_args from llamafactory.model import load_tokenizer -max_tokens = 2048 - - def vllm_infer( - model_name_or_path: str = None, + model_name_or_path: str, adapter_name_or_path: str = None, + dataset: str = "alpaca_en_demo", dataset_dir: str = "data", - eval_dataset: str = None, template: str = "default", - max_sample: int = None, - preprocessing_num_workers: int = 16, - predict_with_generate: bool = True, - do_predict: bool = True, - temperature: float = 0.7, + cutoff_len: int = 2048, + max_samples: int = None, + vllm_config: str = "{}", + save_name: str = "generated_predictions.jsonl", + temperature: float = 0.95, top_p: float = 0.7, - top_k: float = 50, - output_dir: str = "output", + top_k: int = 50, + max_new_tokens: int = 1024, + repetition_penalty: float = 1.0, ): - - if len(sys.argv) == 1: - model_args, data_args, training_args, finetuning_args, generating_args = ( - get_train_args( - dict( - model_name_or_path=model_name_or_path, - adapter_name_or_path=adapter_name_or_path, - dataset_dir=dataset_dir, - eval_dataset=eval_dataset, - template=template, - max_sample=max_sample, - preprocessing_num_workers=preprocessing_num_workers, - predict_with_generate=predict_with_generate, - do_predict=do_predict, - temperature=temperature, - top_p=top_p, - top_k=top_k, - output_dir=output_dir, - ) - ) - ) - else: - model_args, data_args, training_args, finetuning_args, generating_args = ( - get_train_args() + r""" + Performs batch generation using vLLM engine, which supports tensor parallelism. + Usage: python vllm_infer.py --model_name_or_path meta-llama/Llama-2-7b-hf --template llama --dataset alpaca_en_demo + """ + model_args, data_args, _, generating_args = get_infer_args( + dict( + model_name_or_path=model_name_or_path, + adapter_name_or_path=adapter_name_or_path, + dataset=dataset, + dataset_dir=dataset_dir, + template=template, + cutoff_len=cutoff_len, + max_samples=max_samples, + vllm_config=vllm_config, + temperature=temperature, + top_p=top_p, + top_k=top_k, + max_new_tokens=max_new_tokens, + repetition_penalty=repetition_penalty, ) + ) - tokenizer = load_tokenizer(model_args)["tokenizer"] + training_args = Seq2SeqTrainingArguments(output_dir="dummy_dir", predict_with_generate=True) + tokenizer_module = load_tokenizer(model_args) + tokenizer = tokenizer_module["tokenizer"] template = get_template_and_fix_tokenizer(tokenizer, data_args) - - eval_dataset = get_dataset( - template, model_args, data_args, training_args, finetuning_args.stage, tokenizer - )["eval_dataset"] - - prompts = [item["input_ids"] for item in eval_dataset] - prompts = tokenizer.batch_decode(prompts, skip_special_tokens=False) - - labels = [ - list(filter(lambda x: x != IGNORE_INDEX, item["labels"])) - for item in eval_dataset - ] - labels = tokenizer.batch_decode(labels, skip_special_tokens=True) + dataset = get_dataset(template, model_args, data_args, training_args, "ppo", **tokenizer_module)["train_dataset"] + + inputs, prompts, labels = [], [], [] + for sample in dataset: + inputs.append({"prompt_token_ids": sample["input_ids"]}) + prompts.append(tokenizer.decode(sample["input_ids"], skip_special_tokens=False)) + labels.append( + tokenizer.decode(list(filter(lambda x: x != IGNORE_INDEX, sample["labels"])), skip_special_tokens=False) + ) sampling_params = SamplingParams( + repetition_penalty=generating_args.repetition_penalty or 1.0, # repetition_penalty must > 0 temperature=generating_args.temperature, + top_p=generating_args.top_p or 1.0, # top_p must > 0 top_k=generating_args.top_k, - top_p=generating_args.top_p, - max_tokens=max_tokens, + stop_token_ids=[tokenizer.eos_token_id] + tokenizer.additional_special_tokens_ids, + max_tokens=generating_args.max_new_tokens, + skip_special_tokens=False, ) - - if model_args.adapter_name_or_path: - if isinstance(model_args.adapter_name_or_path, list): - lora_path = model_args.adapter_name_or_path[0] - else: - lora_path = model_args.adapter_name_or_path - - lora_requests = LoRARequest("lora_adapter_0", 0, lora_path=lora_path) - enable_lora = True + if model_args.adapter_name_or_path is not None: + lora_request = LoRARequest("default", 1, model_args.adapter_name_or_path[0]) else: - lora_requests = None - enable_lora = False - - llm = LLM( - model=model_args.model_name_or_path, - trust_remote_code=True, - tokenizer=model_args.model_name_or_path, - enable_lora=enable_lora, - ) - - outputs = llm.generate(prompts, sampling_params, lora_request=lora_requests) - - if not os.path.exists(training_args.output_dir): - os.makedirs(training_args.output_dir, exist_ok=True) - - output_prediction_file = os.path.join( - training_args.output_dir, "generated_predictions.jsonl" - ) - - with open(output_prediction_file, "w", encoding="utf-8") as writer: - res: List[str] = [] - for text, pred, label in zip(prompts, outputs, labels): - res.append( - json.dumps( - {"prompt": text, "predict": pred.outputs[0].text, "label": label}, - ensure_ascii=False, - ) - ) - writer.write("\n".join(res)) + lora_request = None + + engine_args = { + "model": model_args.model_name_or_path, + "trust_remote_code": True, + "dtype": model_args.infer_dtype, + "tensor_parallel_size": get_device_count() or 1, + "disable_log_stats": True, + "enable_lora": model_args.adapter_name_or_path is not None, + } + if isinstance(model_args.vllm_config, dict): + engine_args.update(model_args.vllm_config) + + results = LLM(**engine_args).generate(inputs, sampling_params, lora_request=lora_request) + preds = [result.outputs[0].text for result in results] + with open(save_name, "w", encoding="utf-8") as f: + for text, pred, label in zip(prompts, preds, labels): + f.write(json.dumps({"prompt": text, "predict": pred, "label": label}, ensure_ascii=False) + "\n") + + print("*" * 70) + print(f"{len(prompts)} generated results have been saved at {save_name}.") + print("*" * 70) if __name__ == "__main__": diff --git a/setup.py b/setup.py index 74b6f73bcd..862e9b943c 100644 --- a/setup.py +++ b/setup.py @@ -54,7 +54,7 @@ def get_console_scripts() -> List[str]: "gptq": ["optimum>=1.17.0", "auto-gptq>=0.5.0"], "awq": ["autoawq"], "aqlm": ["aqlm[gpu]>=1.1.0"], - "vllm": ["vllm>=0.4.3,<0.6.4"], + "vllm": ["vllm>=0.4.3,<0.6.5"], "galore": ["galore-torch"], "badam": ["badam>=1.2.1"], "adam-mini": ["adam-mini"], diff --git a/src/llamafactory/extras/misc.py b/src/llamafactory/extras/misc.py index f46c0f88f1..ae0da5eef5 100644 --- a/src/llamafactory/extras/misc.py +++ b/src/llamafactory/extras/misc.py @@ -17,7 +17,7 @@ import gc import os -from typing import TYPE_CHECKING, Tuple, Union +from typing import TYPE_CHECKING, Any, Dict, Literal, Sequence, Tuple, Union import torch import torch.distributed as dist @@ -87,6 +87,21 @@ def check_dependencies() -> None: require_version("trl>=0.8.6,<=0.9.6", "To fix: pip install trl>=0.8.6,<=0.9.6") +def calculate_tps(dataset: Sequence[Dict[str, Any]], metrics: Dict[str, float], stage: Literal["sft", "rm"]) -> float: + r""" + Calculates effective tokens per second. + """ + effective_token_num = 0 + for data in dataset: + if stage == "sft": + effective_token_num += len(data["input_ids"]) + elif stage == "rm": + effective_token_num += len(data["chosen_input_ids"]) + len(data["rejected_input_ids"]) + + result = effective_token_num * metrics["epoch"] / metrics["train_runtime"] + return result / dist.get_world_size() if dist.is_initialized() else result + + def count_parameters(model: "torch.nn.Module") -> Tuple[int, int]: r""" Returns the number of trainable parameters and number of all parameters in the model. @@ -264,11 +279,3 @@ def use_modelscope() -> bool: def use_openmind() -> bool: return os.environ.get("USE_OPENMIND_HUB", "0").lower() in ["true", "1"] - - -def cal_effective_tokens(effective_token_num, epoch, train_runtime) -> int: - r""" - calculate effective tokens. - """ - result = effective_token_num * epoch / train_runtime - return result / dist.get_world_size() if dist.is_initialized() else result diff --git a/src/llamafactory/hparams/parser.py b/src/llamafactory/hparams/parser.py index 5bc16dacf8..5b542c2eb8 100644 --- a/src/llamafactory/hparams/parser.py +++ b/src/llamafactory/hparams/parser.py @@ -122,7 +122,7 @@ def _check_extra_dependencies( require_version("mixture-of-depth>=1.1.6", "To fix: pip install mixture-of-depth>=1.1.6") if model_args.infer_backend == "vllm": - require_version("vllm>=0.4.3,<0.6.4", "To fix: pip install vllm>=0.4.3,<0.6.4") + require_version("vllm>=0.4.3,<0.6.5", "To fix: pip install vllm>=0.4.3,<0.6.5") if finetuning_args.use_galore: require_version("galore_torch", "To fix: pip install galore_torch") diff --git a/src/llamafactory/train/dpo/workflow.py b/src/llamafactory/train/dpo/workflow.py index 8c3e7401a2..e3d6e66022 100644 --- a/src/llamafactory/train/dpo/workflow.py +++ b/src/llamafactory/train/dpo/workflow.py @@ -19,7 +19,7 @@ from ...data import PairwiseDataCollatorWithPadding, get_dataset, get_template_and_fix_tokenizer from ...extras.constants import IGNORE_INDEX -from ...extras.misc import cal_effective_tokens +from ...extras.misc import calculate_tps from ...extras.ploting import plot_loss from ...hparams import ModelArguments from ...model import load_model, load_tokenizer @@ -65,12 +65,6 @@ def run_dpo( # Update arguments training_args.remove_unused_columns = False # important for multimodal and pairwise dataset - effective_token_num = 0.0 - if finetuning_args.include_effective_tokens_per_second: - for data in dataset_module["train_dataset"]: - effective_token_num += len(data["chosen_input_ids"]) - effective_token_num += len(data["rejected_input_ids"]) - # Initialize our Trainer trainer = CustomDPOTrainer( model=model, @@ -86,13 +80,12 @@ def run_dpo( # Training if training_args.do_train: train_result = trainer.train(resume_from_checkpoint=training_args.resume_from_checkpoint) - + trainer.save_model() if finetuning_args.include_effective_tokens_per_second: - train_result.metrics["effective_tokens_per_sec"] = cal_effective_tokens( - effective_token_num, train_result.metrics["epoch"], train_result.metrics["train_runtime"] + train_result.metrics["effective_tokens_per_sec"] = calculate_tps( + dataset_module["train_dataset"], train_result.metrics, stage="rm" ) - trainer.save_model() trainer.log_metrics("train", train_result.metrics) trainer.save_metrics("train", train_result.metrics) trainer.save_state() diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index f49fbd2794..85ce6e8af0 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -161,12 +161,9 @@ def save_predictions(self, dataset: "Dataset", predict_results: "PredictionOutpu preds[i] = np.concatenate((preds[i][pad_len[0] :], preds[i][: pad_len[0]]), axis=-1) decoded_inputs = self.tokenizer.batch_decode(dataset["input_ids"], skip_special_tokens=True) - decoded_labels = self.tokenizer.batch_decode(labels, skip_special_tokens=True) decoded_preds = self.tokenizer.batch_decode(preds, skip_special_tokens=True) + decoded_labels = self.tokenizer.batch_decode(labels, skip_special_tokens=True) - with open(output_prediction_file, "w", encoding="utf-8") as writer: - res: List[str] = [] - for text, label, pred in zip(decoded_inputs, decoded_labels, decoded_preds): - res.append(json.dumps({"prompt": text, "label": label, "predict": pred}, ensure_ascii=False)) - - writer.write("\n".join(res)) + with open(output_prediction_file, "w", encoding="utf-8") as f: + for text, pred, label in zip(decoded_inputs, decoded_preds, decoded_labels): + f.write(json.dumps({"prompt": text, "predict": pred, "label": label}, ensure_ascii=False) + "\n") diff --git a/src/llamafactory/train/sft/workflow.py b/src/llamafactory/train/sft/workflow.py index d8dafc5f66..bc7ccb50e5 100644 --- a/src/llamafactory/train/sft/workflow.py +++ b/src/llamafactory/train/sft/workflow.py @@ -19,7 +19,8 @@ from ...data import SFTDataCollatorWith4DAttentionMask, get_dataset, get_template_and_fix_tokenizer from ...extras.constants import IGNORE_INDEX -from ...extras.misc import cal_effective_tokens, get_logits_processor +from ...extras.logging import get_logger +from ...extras.misc import calculate_tps, get_logits_processor from ...extras.ploting import plot_loss from ...model import load_model, load_tokenizer from ..trainer_utils import create_modelcard_and_push @@ -33,6 +34,9 @@ from ...hparams import DataArguments, FinetuningArguments, GeneratingArguments, ModelArguments +logger = get_logger(__name__) + + def run_sft( model_args: "ModelArguments", data_args: "DataArguments", @@ -65,11 +69,6 @@ def run_sft( training_args.generation_num_beams = data_args.eval_num_beams or training_args.generation_num_beams training_args.remove_unused_columns = False # important for multimodal dataset - effective_token_num = 0.0 - if finetuning_args.include_effective_tokens_per_second: - for data in dataset_module["train_dataset"]: - effective_token_num += len(data["input_ids"]) - # Metric utils metric_module = {} if training_args.predict_with_generate: @@ -99,12 +98,12 @@ def run_sft( # Training if training_args.do_train: train_result = trainer.train(resume_from_checkpoint=training_args.resume_from_checkpoint) + trainer.save_model() if finetuning_args.include_effective_tokens_per_second: - train_result.metrics["effective_tokens_per_sec"] = cal_effective_tokens( - effective_token_num, train_result.metrics["epoch"], train_result.metrics["train_runtime"] + train_result.metrics["effective_tokens_per_sec"] = calculate_tps( + dataset_module["train_dataset"], train_result.metrics, stage="sft" ) - trainer.save_model() trainer.log_metrics("train", train_result.metrics) trainer.save_metrics("train", train_result.metrics) trainer.save_state() @@ -124,6 +123,7 @@ def run_sft( # Predict if training_args.do_predict: + logger.warning_once("Batch generation can be very slow. Consider using `scripts/vllm_infer.py` instead.") predict_results = trainer.predict(dataset_module["eval_dataset"], metric_key_prefix="predict", **gen_kwargs) if training_args.predict_with_generate: # predict_loss will be wrong if predict_with_generate is enabled predict_results.metrics.pop("predict_loss", None) diff --git a/src/llamafactory/webui/interface.py b/src/llamafactory/webui/interface.py index a4f2c1fa8a..8a45ce5f21 100644 --- a/src/llamafactory/webui/interface.py +++ b/src/llamafactory/webui/interface.py @@ -35,7 +35,7 @@ def create_ui(demo_mode: bool = False) -> "gr.Blocks": engine = Engine(demo_mode=demo_mode, pure_chat=False) - hostname = os.getenv("HOSTNAME", os.getenv("COMPUTERNAME", platform.node())).split('.')[0] + hostname = os.getenv("HOSTNAME", os.getenv("COMPUTERNAME", platform.node())).split(".")[0] with gr.Blocks(title=f"LLaMA Board ({hostname})", css=CSS) as demo: if demo_mode: From 6a5074e46695378b76d58aac8ad7768b6b034b9c Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Wed, 4 Dec 2024 22:08:27 +0800 Subject: [PATCH 018/187] lint --- src/llamafactory/data/loader.py | 36 ++++++++++++--------------------- 1 file changed, 13 insertions(+), 23 deletions(-) diff --git a/src/llamafactory/data/loader.py b/src/llamafactory/data/loader.py index abdc716d7f..4924f98ef4 100644 --- a/src/llamafactory/data/loader.py +++ b/src/llamafactory/data/loader.py @@ -14,13 +14,11 @@ import os import sys -import zstandard as zstd from typing import TYPE_CHECKING, Dict, Literal, Optional, Sequence, Union import numpy as np -from datasets import DatasetDict, Dataset, load_dataset, load_from_disk +from datasets import DatasetDict, load_dataset, load_from_disk from transformers.utils.versions import require_version -from typing import Union from ..extras import logging from ..extras.constants import FILEEXT2TYPE @@ -54,7 +52,6 @@ def _load_single_dataset( Loads a single dataset and aligns it to the standard format. """ logger.info_rank0(f"Loading dataset {dataset_attr}...") - data_path, data_name, data_dir, data_files = None, None, None, None if dataset_attr.load_from in ["hf_hub", "ms_hub", "om_hub"]: data_path = dataset_attr.dataset_name @@ -122,7 +119,6 @@ def _load_single_dataset( streaming=data_args.streaming, ) else: - logger.info(f"Loading dataset {data_path}, {data_name}, {data_dir}, {data_files},{dataset_attr.split},{model_args.cache_dir},{model_args.hf_hub_token},{data_args.streaming}...") dataset = load_dataset( path=data_path, name=data_name, @@ -243,30 +239,24 @@ def get_dataset( if data_args.tokenized_path is not None: if has_tokenized_data(data_args.tokenized_path): logger.warning_rank0("Loading dataset from disk will ignore other data arguments.") - dataset_dict: Union[DatasetDict, Dataset] = load_from_disk(data_args.tokenized_path) + tokenized_data: Union["Dataset", "DatasetDict"] = load_from_disk(data_args.tokenized_path) logger.info_rank0(f"Loaded tokenized dataset from {data_args.tokenized_path}.") - dataset_module: Dict[str, "Dataset"] = {} - if isinstance(dataset_dict, DatasetDict): - print(f"Loaded DatasetDict with keys: {dataset_dict.keys()}") - if "train" in dataset_dict: - dataset_module["train_dataset"] = dataset_dict["train"] + dataset_module: Dict[str, "Dataset"] = {} + if isinstance(tokenized_data, DatasetDict): + if "train" in tokenized_data: + dataset_module["train_dataset"] = tokenized_data["train"] - if "validation" in dataset_dict: - dataset_module["eval_dataset"] = dataset_dict["validation"] + if "validation" in tokenized_data: + dataset_module["eval_dataset"] = tokenized_data["validation"] - if data_args.streaming: - dataset_module = {k: v.to_iterable_dataset() for k, v in dataset_module.items()} + else: # Dataset + dataset_module["train_dataset"] = tokenized_data - logger.info_rank0(f"Finished tokenized dataset load from {data_args.tokenized_path}.") - return dataset_module + if data_args.streaming: + dataset_module = {k: v.to_iterable_dataset() for k, v in dataset_module.items()} - elif isinstance(dataset_dict, Dataset): - logger.info_rank0(f"Loaded single Dataset with {len(dataset_dict)} samples.") - dataset_module["train_dataset"] = dataset_dict - return dataset_module - else: - raise ValueError("Unknown dataset type loaded!") + return dataset_module if data_args.streaming: raise ValueError("Turn off `streaming` when saving dataset to disk.") From eb3e147d198a3ecb02c65f7733cec7cd9d3814a3 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 5 Dec 2024 03:47:28 +0000 Subject: [PATCH 019/187] fix scripts --- scripts/stat_utils/cal_lr.py | 15 +++++++------- scripts/stat_utils/cal_ppl.py | 34 +++++++++++++++++-------------- scripts/stat_utils/length_cdf.py | 3 ++- src/llamafactory/data/collator.py | 4 ++++ 4 files changed, 32 insertions(+), 24 deletions(-) diff --git a/scripts/stat_utils/cal_lr.py b/scripts/stat_utils/cal_lr.py index 5fe7d496e4..23e16d831e 100644 --- a/scripts/stat_utils/cal_lr.py +++ b/scripts/stat_utils/cal_lr.py @@ -22,9 +22,9 @@ import torch from torch.utils.data import DataLoader from tqdm import tqdm -from transformers import DataCollatorForLanguageModeling, DataCollatorForSeq2Seq +from transformers import DataCollatorForLanguageModeling -from llamafactory.data import get_dataset, get_template_and_fix_tokenizer +from llamafactory.data import get_dataset, get_template_and_fix_tokenizer, MultiModalDataCollatorForSeq2Seq from llamafactory.extras.constants import IGNORE_INDEX from llamafactory.hparams import get_train_args from llamafactory.model import load_tokenizer @@ -71,7 +71,7 @@ def calculate_lr( if stage == "pt": data_collator = DataCollatorForLanguageModeling(tokenizer=tokenizer, mlm=False) elif stage == "sft": - data_collator = DataCollatorForSeq2Seq(tokenizer=tokenizer, label_pad_token_id=IGNORE_INDEX) + data_collator = MultiModalDataCollatorForSeq2Seq(template=template, tokenizer=tokenizer, label_pad_token_id=IGNORE_INDEX) else: raise NotImplementedError(f"Stage does not supported: {stage}.") @@ -81,14 +81,13 @@ def calculate_lr( valid_tokens += torch.sum(batch["labels"] != IGNORE_INDEX).item() total_tokens += torch.numel(batch["labels"]) - batch_max_len = cutoff_len * batch_size # max tokens in a batch valid_ratio = valid_tokens / total_tokens - batch_valid_len = batch_max_len * valid_ratio - lr = BASE_LR * math.sqrt(batch_valid_len / BASE_BS) # lr ~ sqrt(batch_size) + token_batch_size = cutoff_len * batch_size * valid_ratio + lr = BASE_LR * math.sqrt(token_batch_size / BASE_BS) # lr ~ sqrt(batch_size) lr = lr / 6.0 if is_mistral_or_gemma else lr print( - "Optimal learning rate is {:.2e} for valid ratio% {:.2f} and effective batch size {:.2f}".format( - lr, valid_ratio * 100, batch_valid_len + "Optimal learning rate is {:.2e} for valid ratio% {:.2f} and effective token batch size {:.2f}".format( + lr, valid_ratio * 100, token_batch_size ) ) diff --git a/scripts/stat_utils/cal_ppl.py b/scripts/stat_utils/cal_ppl.py index 8d995e7117..03b25d9bd4 100644 --- a/scripts/stat_utils/cal_ppl.py +++ b/scripts/stat_utils/cal_ppl.py @@ -20,16 +20,16 @@ import torch from torch.utils.data import DataLoader from tqdm import tqdm -from transformers import DataCollatorForLanguageModeling, DataCollatorForSeq2Seq +from transformers import DataCollatorForLanguageModeling -from llamafactory.data import get_dataset, get_template_and_fix_tokenizer +from llamafactory.data import MultiModalDataCollatorForSeq2Seq, get_dataset, get_template_and_fix_tokenizer from llamafactory.extras.constants import IGNORE_INDEX from llamafactory.hparams import get_train_args from llamafactory.model import load_model, load_tokenizer @dataclass -class PairwiseDataCollatorWithPadding(DataCollatorForSeq2Seq): +class PairwiseDataCollatorWithPadding(MultiModalDataCollatorForSeq2Seq): r""" Data collator for pairwise data. """ @@ -39,24 +39,25 @@ class PairwiseDataCollatorWithPadding(DataCollatorForSeq2Seq): def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, torch.Tensor]: r""" Pads batched data to the longest sequence in the batch. - - We generate 2 * n examples where the first n examples represent chosen examples and - the last n examples represent rejected examples. """ chosen_features = [] for feature in features: - prompt_len, answer_len = len(feature["prompt_ids"]), len(feature["chosen_ids"]) - input_ids = feature["prompt_ids"] + feature["chosen_ids"] - attention_mask = [1] * (prompt_len + answer_len) - labels = input_ids if self.train_on_prompt else [IGNORE_INDEX] * prompt_len + feature["chosen_ids"] - chosen_features.append({"input_ids": input_ids, "attention_mask": attention_mask, "labels": labels}) + chosen_features.append( + { + "input_ids": feature["chosen_input_ids"], + "attention_mask": feature["chosen_attention_mask"], + "labels": feature["chosen_input_ids"] if self.train_on_prompt else feature["chosen_labels"], + "images": feature["images"], + "videos": feature["videos"], + } + ) return super().__call__(chosen_features) def calculate_ppl( model_name_or_path: str, - save_name: str, + save_name: str = "ppl.json", batch_size: int = 4, stage: Literal["pt", "sft", "rm"] = "sft", dataset: str = "alpaca_en_demo", @@ -68,7 +69,8 @@ def calculate_ppl( ): r""" Calculates the ppl on the dataset of the pre-trained models. - Usage: python cal_ppl.py --model_name_or_path path_to_model --dataset alpaca_en_demo --save_name ppl.json + Usage: export CUDA_VISIBLE_DEVICES=0 + python cal_ppl.py --model_name_or_path path_to_model --dataset alpaca_en_demo --save_name ppl.json """ model_args, data_args, training_args, finetuning_args, _ = get_train_args( dict( @@ -93,10 +95,12 @@ def calculate_ppl( if stage == "pt": data_collator = DataCollatorForLanguageModeling(tokenizer=tokenizer, mlm=False) elif stage == "sft": - data_collator = DataCollatorForSeq2Seq(tokenizer=tokenizer, label_pad_token_id=IGNORE_INDEX) + data_collator = MultiModalDataCollatorForSeq2Seq( + template=template, tokenizer=tokenizer, label_pad_token_id=IGNORE_INDEX + ) elif stage == "rm": data_collator = PairwiseDataCollatorWithPadding( - tokenizer=tokenizer, label_pad_token_id=IGNORE_INDEX, train_on_prompt=train_on_prompt + template=template, tokenizer=tokenizer, label_pad_token_id=IGNORE_INDEX, train_on_prompt=train_on_prompt ) else: raise NotImplementedError(f"Stage does not supported: {stage}.") diff --git a/scripts/stat_utils/length_cdf.py b/scripts/stat_utils/length_cdf.py index fb0df695bb..4b2b53497f 100644 --- a/scripts/stat_utils/length_cdf.py +++ b/scripts/stat_utils/length_cdf.py @@ -31,7 +31,8 @@ def length_cdf( ): r""" Calculates the distribution of the input lengths in the dataset. - Usage: python length_cdf.py --model_name_or_path path_to_model --dataset alpaca_en_demo --template default + Usage: export CUDA_VISIBLE_DEVICES=0 + python length_cdf.py --model_name_or_path path_to_model --dataset alpaca_en_demo --template default """ model_args, data_args, training_args, _, _ = get_train_args( dict( diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index 8539a879c2..84f8006143 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -86,6 +86,10 @@ class MultiModalDataCollatorForSeq2Seq(DataCollatorForSeq2Seq): template: Optional["Template"] = None processor: Optional["ProcessorMixin"] = None + def __post_init__(self): + if self.template is None: + raise ValueError("Template is required for MultiModalDataCollator.") + def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tensor"]: batch_images, batch_videos, batch_imglens, batch_vidlens, batch_input_ids = [], [], [], [], [] for feature in features: From e5584dc7ba356264034c14ff7d8efcd3d50fa9a3 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 5 Dec 2024 08:48:25 +0000 Subject: [PATCH 020/187] update examples --- examples/README.md | 6 +-- examples/README_zh.md | 6 +-- ...full_sft_ds3.yaml => llama3_full_sft.yaml} | 2 +- examples/train_full/qwen2vl_full_sft.yaml | 7 ++-- examples/train_lora/llama3_lora_sft_ds0.yaml | 40 ------------------- examples/train_lora/llama3_lora_sft_ds3.yaml | 2 +- examples/train_lora/qwen2vl_lora_sft.yaml | 2 +- 7 files changed, 13 insertions(+), 52 deletions(-) rename examples/train_full/{llama3_full_sft_ds3.yaml => llama3_full_sft.yaml} (85%) delete mode 100644 examples/train_lora/llama3_lora_sft_ds0.yaml diff --git a/examples/README.md b/examples/README.md index 9413ef2ace..d79518df90 100644 --- a/examples/README.md +++ b/examples/README.md @@ -126,14 +126,14 @@ llamafactory-cli train examples/train_qlora/llama3_lora_sft_aqlm.yaml #### Supervised Fine-Tuning on Single Node ```bash -FORCE_TORCHRUN=1 llamafactory-cli train examples/train_full/llama3_full_sft_ds3.yaml +FORCE_TORCHRUN=1 llamafactory-cli train examples/train_full/llama3_full_sft.yaml ``` #### Supervised Fine-Tuning on Multiple Nodes ```bash -FORCE_TORCHRUN=1 NNODES=2 RANK=0 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft_ds3.yaml -FORCE_TORCHRUN=1 NNODES=2 RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft_ds3.yaml +FORCE_TORCHRUN=1 NNODES=2 RANK=0 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml +FORCE_TORCHRUN=1 NNODES=2 RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml ``` #### Multimodal Supervised Fine-Tuning diff --git a/examples/README_zh.md b/examples/README_zh.md index 9aa4ca90ae..6fa935fe3a 100644 --- a/examples/README_zh.md +++ b/examples/README_zh.md @@ -126,14 +126,14 @@ llamafactory-cli train examples/train_qlora/llama3_lora_sft_aqlm.yaml #### 在单机上进行指令监督微调 ```bash -FORCE_TORCHRUN=1 llamafactory-cli train examples/train_full/llama3_full_sft_ds3.yaml +FORCE_TORCHRUN=1 llamafactory-cli train examples/train_full/llama3_full_sft.yaml ``` #### 在多机上进行指令监督微调 ```bash -FORCE_TORCHRUN=1 NNODES=2 RANK=0 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft_ds3.yaml -FORCE_TORCHRUN=1 NNODES=2 RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft_ds3.yaml +FORCE_TORCHRUN=1 NNODES=2 RANK=0 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml +FORCE_TORCHRUN=1 NNODES=2 RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml ``` #### 多模态指令监督微调 diff --git a/examples/train_full/llama3_full_sft_ds3.yaml b/examples/train_full/llama3_full_sft.yaml similarity index 85% rename from examples/train_full/llama3_full_sft_ds3.yaml rename to examples/train_full/llama3_full_sft.yaml index e8b151b5ad..d1afe10129 100644 --- a/examples/train_full/llama3_full_sft_ds3.yaml +++ b/examples/train_full/llama3_full_sft.yaml @@ -5,7 +5,7 @@ model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct stage: sft do_train: true finetuning_type: full -deepspeed: examples/deepspeed/ds_z3_config.json +deepspeed: examples/deepspeed/ds_z3_config.json # choices: [ds_z0_config.json, ds_z2_config.json, ds_z3_config.json] ### dataset dataset: identity,alpaca_en_demo diff --git a/examples/train_full/qwen2vl_full_sft.yaml b/examples/train_full/qwen2vl_full_sft.yaml index 60057d423b..d3f8d2b308 100644 --- a/examples/train_full/qwen2vl_full_sft.yaml +++ b/examples/train_full/qwen2vl_full_sft.yaml @@ -5,10 +5,11 @@ model_name_or_path: Qwen/Qwen2-VL-7B-Instruct stage: sft do_train: true finetuning_type: full -deepspeed: examples/deepspeed/ds_z3_config.json +freeze_vision_tower: true # choices: [true, false] +deepspeed: examples/deepspeed/ds_z3_config.json # choices: [ds_z0_config.json, ds_z2_config.json, ds_z3_config.json] ### dataset -dataset: mllm_demo,identity +dataset: mllm_demo,identity,alpaca_en_demo template: qwen2_vl cutoff_len: 2048 max_samples: 1000 @@ -26,7 +27,7 @@ overwrite_output_dir: true per_device_train_batch_size: 1 gradient_accumulation_steps: 2 learning_rate: 1.0e-5 -num_train_epochs: 3.0 +num_train_epochs: 30.0 lr_scheduler_type: cosine warmup_ratio: 0.1 bf16: true diff --git a/examples/train_lora/llama3_lora_sft_ds0.yaml b/examples/train_lora/llama3_lora_sft_ds0.yaml deleted file mode 100644 index d5cae8fd19..0000000000 --- a/examples/train_lora/llama3_lora_sft_ds0.yaml +++ /dev/null @@ -1,40 +0,0 @@ -### model -model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct - -### method -stage: sft -do_train: true -finetuning_type: lora -lora_target: all -deepspeed: examples/deepspeed/ds_z0_config.json - -### dataset -dataset: identity,alpaca_en_demo -template: llama3 -cutoff_len: 2048 -max_samples: 1000 -overwrite_cache: true -preprocessing_num_workers: 16 - -### output -output_dir: saves/llama3-8b/lora/sft -logging_steps: 10 -save_steps: 500 -plot_loss: true -overwrite_output_dir: true - -### train -per_device_train_batch_size: 1 -gradient_accumulation_steps: 2 -learning_rate: 1.0e-4 -num_train_epochs: 3.0 -lr_scheduler_type: cosine -warmup_ratio: 0.1 -bf16: true -ddp_timeout: 180000000 - -### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 diff --git a/examples/train_lora/llama3_lora_sft_ds3.yaml b/examples/train_lora/llama3_lora_sft_ds3.yaml index e13d1a76d8..89a686d774 100644 --- a/examples/train_lora/llama3_lora_sft_ds3.yaml +++ b/examples/train_lora/llama3_lora_sft_ds3.yaml @@ -6,7 +6,7 @@ stage: sft do_train: true finetuning_type: lora lora_target: all -deepspeed: examples/deepspeed/ds_z3_config.json +deepspeed: examples/deepspeed/ds_z3_config.json # choices: [ds_z0_config.json, ds_z2_config.json, ds_z3_config.json] ### dataset dataset: identity,alpaca_en_demo diff --git a/examples/train_lora/qwen2vl_lora_sft.yaml b/examples/train_lora/qwen2vl_lora_sft.yaml index c8a18db242..9c7e6742d7 100644 --- a/examples/train_lora/qwen2vl_lora_sft.yaml +++ b/examples/train_lora/qwen2vl_lora_sft.yaml @@ -8,7 +8,7 @@ finetuning_type: lora lora_target: all ### dataset -dataset: mllm_demo,identity # video: mllm_video_demo +dataset: mllm_demo,identity,alpaca_en_demo # video: mllm_video_demo template: qwen2_vl cutoff_len: 2048 max_samples: 1000 From 207f8b069ca35a28de4588b4962e7254f451c52c Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 5 Dec 2024 10:17:26 +0000 Subject: [PATCH 021/187] support qwen2vl vllm infer --- scripts/stat_utils/cal_lr.py | 6 +- scripts/vllm_infer.py | 40 +++++++-- src/llamafactory/chat/vllm_engine.py | 30 ++++--- src/llamafactory/data/mm_plugin.py | 118 ++++++++++++++++----------- 4 files changed, 125 insertions(+), 69 deletions(-) diff --git a/scripts/stat_utils/cal_lr.py b/scripts/stat_utils/cal_lr.py index 23e16d831e..a76d5827be 100644 --- a/scripts/stat_utils/cal_lr.py +++ b/scripts/stat_utils/cal_lr.py @@ -24,7 +24,7 @@ from tqdm import tqdm from transformers import DataCollatorForLanguageModeling -from llamafactory.data import get_dataset, get_template_and_fix_tokenizer, MultiModalDataCollatorForSeq2Seq +from llamafactory.data import MultiModalDataCollatorForSeq2Seq, get_dataset, get_template_and_fix_tokenizer from llamafactory.extras.constants import IGNORE_INDEX from llamafactory.hparams import get_train_args from llamafactory.model import load_tokenizer @@ -71,7 +71,9 @@ def calculate_lr( if stage == "pt": data_collator = DataCollatorForLanguageModeling(tokenizer=tokenizer, mlm=False) elif stage == "sft": - data_collator = MultiModalDataCollatorForSeq2Seq(template=template, tokenizer=tokenizer, label_pad_token_id=IGNORE_INDEX) + data_collator = MultiModalDataCollatorForSeq2Seq( + template=template, tokenizer=tokenizer, label_pad_token_id=IGNORE_INDEX + ) else: raise NotImplementedError(f"Stage does not supported: {stage}.") diff --git a/scripts/vllm_infer.py b/scripts/vllm_infer.py index 1eae6842e8..063f457c6d 100644 --- a/scripts/vllm_infer.py +++ b/scripts/vllm_infer.py @@ -16,16 +16,25 @@ import fire from transformers import Seq2SeqTrainingArguments -from vllm import LLM, SamplingParams -from vllm.lora.request import LoRARequest from llamafactory.data import get_dataset, get_template_and_fix_tokenizer from llamafactory.extras.constants import IGNORE_INDEX from llamafactory.extras.misc import get_device_count +from llamafactory.extras.packages import is_pillow_available, is_vllm_available from llamafactory.hparams import get_infer_args from llamafactory.model import load_tokenizer +if is_pillow_available(): + from PIL import Image + from PIL.Image import Image as ImageObject + + +if is_vllm_available(): + from vllm import LLM, SamplingParams + from vllm.lora.request import LoRARequest + + def vllm_infer( model_name_or_path: str, adapter_name_or_path: str = None, @@ -64,15 +73,29 @@ def vllm_infer( ) ) - training_args = Seq2SeqTrainingArguments(output_dir="dummy_dir", predict_with_generate=True) + training_args = Seq2SeqTrainingArguments(output_dir="dummy_dir") tokenizer_module = load_tokenizer(model_args) tokenizer = tokenizer_module["tokenizer"] - template = get_template_and_fix_tokenizer(tokenizer, data_args) - dataset = get_dataset(template, model_args, data_args, training_args, "ppo", **tokenizer_module)["train_dataset"] + template_obj = get_template_and_fix_tokenizer(tokenizer, data_args) + template_obj.mm_plugin.expand_mm_tokens = False # for vllm generate + dataset_module = get_dataset(template_obj, model_args, data_args, training_args, "ppo", **tokenizer_module) inputs, prompts, labels = [], [], [] - for sample in dataset: - inputs.append({"prompt_token_ids": sample["input_ids"]}) + for sample in dataset_module["train_dataset"]: + if sample["images"]: + multi_modal_data = {"image": []} + for image in sample["images"]: + if not isinstance(image, (str, ImageObject)): + raise ValueError(f"Expected image input is a path or PIL.Image, but got {type(image)}.") + + if isinstance(image, str): + image = Image.open(image).convert("RGB") + + multi_modal_data["image"].append(image) + else: + multi_modal_data = None + + inputs.append({"prompt_token_ids": sample["input_ids"], "multi_modal_data": multi_modal_data}) prompts.append(tokenizer.decode(sample["input_ids"], skip_special_tokens=False)) labels.append( tokenizer.decode(list(filter(lambda x: x != IGNORE_INDEX, sample["labels"])), skip_special_tokens=False) @@ -100,6 +123,9 @@ def vllm_infer( "disable_log_stats": True, "enable_lora": model_args.adapter_name_or_path is not None, } + if template_obj.mm_plugin.__class__.__name__ != "BasePlugin": + engine_args["limit_mm_per_prompt"] = {"image": 4, "video": 2} + if isinstance(model_args.vllm_config, dict): engine_args.update(model_args.vllm_config) diff --git a/src/llamafactory/chat/vllm_engine.py b/src/llamafactory/chat/vllm_engine.py index cf567d5f52..a8f12faa38 100644 --- a/src/llamafactory/chat/vllm_engine.py +++ b/src/llamafactory/chat/vllm_engine.py @@ -19,7 +19,7 @@ from ..data import get_template_and_fix_tokenizer from ..extras import logging -from ..extras.constants import IMAGE_PLACEHOLDER +from ..extras.constants import IMAGE_PLACEHOLDER, VIDEO_PLACEHOLDER from ..extras.misc import get_device_count from ..extras.packages import is_pillow_available, is_vllm_available from ..model import load_config, load_tokenizer @@ -67,6 +67,7 @@ def __init__( self.processor = tokenizer_module["processor"] self.tokenizer.padding_side = "left" self.template = get_template_and_fix_tokenizer(self.tokenizer, data_args) + self.template.mm_plugin.expand_mm_tokens = False # for vllm generate self.generating_args = generating_args.to_dict() engine_args = { @@ -83,6 +84,9 @@ def __init__( "enable_lora": model_args.adapter_name_or_path is not None, "max_lora_rank": model_args.vllm_max_lora_rank, } + if self.template.mm_plugin.__class__.__name__ != "BasePlugin": + engine_args["limit_mm_per_prompt"] = {"image": 4, "video": 2} + if isinstance(model_args.vllm_config, dict): engine_args.update(model_args.vllm_config) @@ -108,19 +112,21 @@ async def _generate( **input_kwargs, ) -> AsyncIterator["RequestOutput"]: request_id = f"chatcmpl-{uuid.uuid4().hex}" + mm_input_dict = {"images": [], "videos": [], "imglens": [0], "vidlens": [0]} if images is not None: + mm_input_dict.update({"images": images, "imglens": [len(images)]}) if not any(IMAGE_PLACEHOLDER in message["content"] for message in messages): messages[0]["content"] = IMAGE_PLACEHOLDER * len(images) + messages[0]["content"] - if self.template.mm_plugin.__class__.__name__ == "Qwen2vlPlugin": # temporary solution - image_str = f"<|vision_start|>{self.template.mm_plugin.image_token}<|vision_end|>" - else: - image_str = self.template.mm_plugin.image_token or "" + if videos is not None: + mm_input_dict.update({"videos": videos, "vidlens": [len(videos)]}) + if not any(VIDEO_PLACEHOLDER in message["content"] for message in messages): + messages[0]["content"] = VIDEO_PLACEHOLDER * len(videos) + messages[0]["content"] - paired_messages = [ - {"role": message["role"], "content": message["content"].replace(IMAGE_PLACEHOLDER, image_str)} - for message in messages - ] + [{"role": "assistant", "content": ""}] + messages = self.template.mm_plugin.process_messages( + messages, mm_input_dict["images"], mm_input_dict["videos"], self.processor + ) + paired_messages = messages + [{"role": "assistant", "content": ""}] system = system or self.generating_args["default_system"] prompt_ids, _ = self.template.encode_oneturn(self.tokenizer, paired_messages, system, tools) prompt_length = len(prompt_ids) @@ -168,7 +174,7 @@ async def _generate( ) if images is not None: # add image features - image_data = [] + multi_modal_data = {"image": []} for image in images: if not isinstance(image, (str, ImageObject)): raise ValueError(f"Expected image input is a path or PIL.Image, but got {type(image)}.") @@ -176,9 +182,7 @@ async def _generate( if isinstance(image, str): image = Image.open(image).convert("RGB") - image_data.append(image) - - multi_modal_data = {"image": image_data} + multi_modal_data["image"].append(image) else: multi_modal_data = None diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index 389e27b16d..4e1f418af2 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -62,6 +62,7 @@ class BasePlugin: def __init__(self, image_token: Optional[str], video_token: Optional[str]) -> None: self.image_token = image_token self.video_token = video_token + self.expand_mm_tokens = True def _validate_input( self, @@ -259,7 +260,7 @@ def process_messages( ) -> List[Dict[str, str]]: self._validate_input(images, videos) num_image_tokens = 0 - image_seqlen = getattr(processor, "image_seqlen") + image_seqlen = getattr(processor, "image_seqlen") if self.expand_mm_tokens else 1 messages = deepcopy(messages) for message in messages: content = message["content"] @@ -310,11 +311,13 @@ def process_messages( for message in messages: content = message["content"] while IMAGE_PLACEHOLDER in content: - image_size = next(image_sizes) - orig_height, orig_width = image_size - image_seqlen = processor._get_number_of_features(orig_height, orig_width, height, width) - if getattr(processor, "vision_feature_select_strategy") == "default": - image_seqlen -= 1 + if self.expand_mm_tokens: + orig_height, orig_width = next(image_sizes) + image_seqlen = processor._get_number_of_features(orig_height, orig_width, height, width) + if getattr(processor, "vision_feature_select_strategy") == "default": + image_seqlen -= 1 + else: + image_seqlen = 1 num_image_tokens += 1 content = content.replace(IMAGE_PLACEHOLDER, "{{image}}" * image_seqlen, 1) @@ -359,11 +362,13 @@ def process_messages( for message in messages: content = message["content"] while IMAGE_PLACEHOLDER in content: - image_size = next(image_sizes) - orig_height, orig_width = image_size - image_seqlen = processor._get_number_of_features(orig_height, orig_width, height, width) - if getattr(processor, "vision_feature_select_strategy") == "default": - image_seqlen -= 1 + if self.expand_mm_tokens: + orig_height, orig_width = next(image_sizes) + image_seqlen = processor._get_number_of_features(orig_height, orig_width, height, width) + if getattr(processor, "vision_feature_select_strategy") == "default": + image_seqlen -= 1 + else: + image_seqlen = 1 num_image_tokens += 1 content = content.replace(IMAGE_PLACEHOLDER, "{{image}}" * image_seqlen, 1) @@ -376,6 +381,7 @@ def process_messages( num_frames = pixel_values_video.shape[0] # frame dim is always after batch dim image_seqlen = (height // processor.patch_size) * (width // processor.patch_size) video_seqlen = image_seqlen // 4 * num_frames # divide by 4 needed for avg pooling layer + video_seqlen = video_seqlen if self.expand_mm_tokens else 1 for message in messages: content = message["content"] while VIDEO_PLACEHOLDER in content: @@ -443,7 +449,7 @@ def process_token_ids( ) -> Tuple[List[int], Optional[List[int]]]: self._validate_input(images, videos) num_images = len(images) - image_seqlen = num_images * getattr(processor, "image_seqlen") + image_seqlen = num_images * getattr(processor, "image_seqlen") if self.expand_mm_tokens else 0 # skip mm token image_token_id = tokenizer.convert_tokens_to_ids(self.image_token) input_ids = [image_token_id] * image_seqlen + input_ids if labels is not None: @@ -493,14 +499,18 @@ def process_messages( if image_input_sizes is None: raise ValueError("Cannot get image input sizes.") - image_size = image_input_sizes[0][num_image_tokens] - height, width = image_size - num_height_tokens = height // patch_size - num_width_tokens = width // patch_size - replace_tokens = [[image_token] * num_width_tokens + [image_break_token]] * num_height_tokens - replace_tokens = [item for sublist in replace_tokens for item in sublist] # flatten list - replace_tokens[-1] = image_end_token - replace_str = "".join(replace_tokens) + if self.expand_mm_tokens: + image_size = image_input_sizes[0][num_image_tokens] + height, width = image_size + num_height_tokens = height // patch_size + num_width_tokens = width // patch_size + replace_tokens = [[image_token] * num_width_tokens + [image_break_token]] * num_height_tokens + replace_tokens = [item for sublist in replace_tokens for item in sublist] # flatten list + replace_tokens[-1] = image_end_token + replace_str = "".join(replace_tokens) + else: + replace_str = image_token + content = content.replace(IMAGE_PLACEHOLDER, replace_str, 1) num_image_tokens += 1 @@ -549,10 +559,27 @@ def _preprocess_image(self, image: "ImageObject", **kwargs) -> "ImageObject": return image @override - def _get_video_sample_frames(self, video_stream: "Stream", **kwargs) -> int: - sample_frames = super()._get_video_sample_frames(video_stream, **kwargs) - sample_frames = sample_frames // 2 * 2 - return sample_frames + def _regularize_videos(self, videos: Sequence["VideoInput"], **kwargs) -> List[List["ImageObject"]]: + results = [] + for video in videos: + container = av.open(video, "r") + video_stream = next(stream for stream in container.streams if stream.type == "video") + total_frames = video_stream.frames + sample_frames = self._get_video_sample_frames(video_stream, **kwargs) + sample_indices = np.linspace(0, total_frames - 1, sample_frames).astype(np.int32) + frames: List["ImageObject"] = [] + container.seek(0) + for frame_idx, frame in enumerate(container.decode(video_stream)): + if frame_idx in sample_indices: + frames.append(frame.to_image()) + + if len(frames) % 2 != 0: # qwen2-vl requires even number of frames + frames.append(frames[-1]) + + frames = self._regularize_images(frames, **kwargs) + results.append(frames) + + return results @override def process_messages( @@ -577,12 +604,9 @@ def process_messages( if num_image_tokens >= len(image_grid_thw): raise ValueError(f"`len(images)` is less than the number of {IMAGE_PLACEHOLDER} tokens.") + image_seqlen = image_grid_thw[num_image_tokens].prod() // merge_length if self.expand_mm_tokens else 1 content = content.replace( - IMAGE_PLACEHOLDER, - "<|vision_start|>{}<|vision_end|>".format( - self.image_token * (image_grid_thw[num_image_tokens].prod() // merge_length) - ), - 1, + IMAGE_PLACEHOLDER, f"<|vision_start|>{self.image_token * image_seqlen}<|vision_end|>", 1 ) num_image_tokens += 1 @@ -590,12 +614,9 @@ def process_messages( if num_video_tokens >= len(video_grid_thw): raise ValueError(f"`len(videos)` is less than the number of {VIDEO_PLACEHOLDER} tokens.") + video_seqlen = video_grid_thw[num_video_tokens].prod() // merge_length if self.expand_mm_tokens else 1 content = content.replace( - VIDEO_PLACEHOLDER, - "<|vision_start|>{}<|vision_end|>".format( - self.video_token * (video_grid_thw[num_video_tokens].prod() // merge_length) - ), - 1, + VIDEO_PLACEHOLDER, f"<|vision_start|>{self.video_token * video_seqlen}<|vision_end|>", 1 ) num_video_tokens += 1 @@ -640,19 +661,22 @@ def process_messages( has_images = "pixel_values_images" in mm_inputs has_videos = "pixel_values_videos" in mm_inputs if has_images or has_videos: - if has_images: - height, width = get_image_size(to_numpy_array(mm_inputs.get("pixel_values_images")[0])) - num_frames = 1 - - if has_videos: - pixel_values_video = to_numpy_array(mm_inputs.get("pixel_values_videos")[0]) - height, width = get_image_size(pixel_values_video[0]) - num_frames = pixel_values_video.shape[0] # frame dim is always after batch dim - - image_seqlen = (height // processor.patch_size) * (width // processor.patch_size) + 1 - video_seqlen = image_seqlen * num_frames - if getattr(processor, "vision_feature_select_strategy") == "default": - image_seqlen -= 1 + if self.expand_mm_tokens: + if has_images: + height, width = get_image_size(to_numpy_array(mm_inputs.get("pixel_values_images")[0])) + num_frames = 1 + + if has_videos: + pixel_values_video = to_numpy_array(mm_inputs.get("pixel_values_videos")[0]) + height, width = get_image_size(pixel_values_video[0]) + num_frames = pixel_values_video.shape[0] # frame dim is always after batch dim + + image_seqlen = (height // processor.patch_size) * (width // processor.patch_size) + 1 + video_seqlen = image_seqlen * num_frames + if getattr(processor, "vision_feature_select_strategy") == "default": + image_seqlen -= 1 + else: + image_seqlen, video_seqlen = 1, 1 for message in messages: content = message["content"] From 99c62660c67fd2567c094bb49ec7d108e5670730 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 5 Dec 2024 10:37:42 +0000 Subject: [PATCH 022/187] support qwen2vl train proj only --- examples/train_full/qwen2vl_full_sft.yaml | 1 + src/llamafactory/model/model_utils/visual.py | 7 +++---- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/examples/train_full/qwen2vl_full_sft.yaml b/examples/train_full/qwen2vl_full_sft.yaml index d3f8d2b308..3cf299bd67 100644 --- a/examples/train_full/qwen2vl_full_sft.yaml +++ b/examples/train_full/qwen2vl_full_sft.yaml @@ -6,6 +6,7 @@ stage: sft do_train: true finetuning_type: full freeze_vision_tower: true # choices: [true, false] +train_mm_proj_only: false # choices: [true, false] deepspeed: examples/deepspeed/ds_z3_config.json # choices: [ds_z0_config.json, ds_z2_config.json, ds_z3_config.json] ### dataset diff --git a/src/llamafactory/model/model_utils/visual.py b/src/llamafactory/model/model_utils/visual.py index 6592619793..246b902875 100644 --- a/src/llamafactory/model/model_utils/visual.py +++ b/src/llamafactory/model/model_utils/visual.py @@ -138,11 +138,10 @@ def get_forbidden_modules(config: "PretrainedConfig", finetuning_args: "Finetuni forbidden_modules.add("language_model") elif model_type == "qwen2_vl": - if finetuning_args.freeze_vision_tower: - forbidden_modules.add("visual") - if finetuning_args.train_mm_proj_only: - raise ValueError("Qwen2-VL models do not support `train_mm_proj_only`.") + forbidden_modules.update({"visual.patch_embed", "visual.blocks", "model", "lm_head"}) + elif finetuning_args.freeze_vision_tower: + forbidden_modules.add("visual") return forbidden_modules From 2811814fc42fb214b3e8be1055f9f57ffd0ffb12 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 12 Dec 2024 15:08:17 +0000 Subject: [PATCH 023/187] fix mrope --- assets/wechat.jpg | Bin 171526 -> 167631 bytes assets/wechat_npu.jpg | Bin 172097 -> 171269 bytes examples/README.md | 4 ++-- examples/README_zh.md | 4 ++-- src/llamafactory/data/collator.py | 9 +++++++++ src/llamafactory/train/dpo/workflow.py | 1 + src/llamafactory/train/kto/workflow.py | 1 + src/llamafactory/train/ppo/workflow.py | 2 +- src/llamafactory/train/pt/trainer.py | 5 ++++- src/llamafactory/train/rm/trainer.py | 5 ++++- src/llamafactory/train/rm/workflow.py | 4 +++- src/llamafactory/train/sft/trainer.py | 5 ++++- src/llamafactory/train/sft/workflow.py | 1 + 13 files changed, 32 insertions(+), 9 deletions(-) diff --git a/assets/wechat.jpg b/assets/wechat.jpg index 3318c9ecd66d227c11913ddb8895e8d3ab1803a8..79cdc21a99e1477d68246c9e039c74555b1a669a 100644 GIT binary patch literal 167631 zcmeFZ2UJsA*Df47(jvVR6$GS8?*v4efPg5yh@fMzHvs_;(mT>bdhcC&2}Ps? 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MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml +FORCE_TORCHRUN=1 NNODES=2 NODE_RANK=0 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml +FORCE_TORCHRUN=1 NNODES=2 NODE_RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml ``` #### Multimodal Supervised Fine-Tuning diff --git a/examples/README_zh.md b/examples/README_zh.md index 6fa935fe3a..b41d7ab8a8 100644 --- a/examples/README_zh.md +++ b/examples/README_zh.md @@ -132,8 +132,8 @@ FORCE_TORCHRUN=1 llamafactory-cli train examples/train_full/llama3_full_sft.yaml #### 在多机上进行指令监督微调 ```bash -FORCE_TORCHRUN=1 NNODES=2 RANK=0 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml -FORCE_TORCHRUN=1 NNODES=2 RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml +FORCE_TORCHRUN=1 NNODES=2 NODE_RANK=0 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml +FORCE_TORCHRUN=1 NNODES=2 NODE_RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/train_full/llama3_full_sft.yaml ``` #### 多模态指令监督微调 diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index 84f8006143..ebeb8e8d4e 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -121,6 +121,15 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso feature["token_type_ids"] = token_type_ids[i] features: Dict[str, "torch.Tensor"] = super().__call__(features) + + if self.model is not None and hasattr(self.model, "get_rope_index"): # for qwen2vl mrope + features["position_ids"], _ = self.model.get_rope_index( + input_ids=features["input_ids"], + image_grid_thw=mm_inputs.get("image_grid_thw", None), + video_grid_thw=mm_inputs.get("video_grid_thw", None), + attention_mask=features["attention_mask"], + ) + if "cross_attention_mask" in mm_inputs: # for mllama inputs when pad_to_multiple_of is enabled cross_attention_mask = mm_inputs.pop("cross_attention_mask") seq_len = features["input_ids"].size(1) diff --git a/src/llamafactory/train/dpo/workflow.py b/src/llamafactory/train/dpo/workflow.py index e3d6e66022..e513f5c464 100644 --- a/src/llamafactory/train/dpo/workflow.py +++ b/src/llamafactory/train/dpo/workflow.py @@ -48,6 +48,7 @@ def run_dpo( data_collator = PairwiseDataCollatorWithPadding( template=template, + model=model, pad_to_multiple_of=8, label_pad_token_id=IGNORE_INDEX if data_args.ignore_pad_token_for_loss else tokenizer.pad_token_id, **tokenizer_module, diff --git a/src/llamafactory/train/kto/workflow.py b/src/llamafactory/train/kto/workflow.py index f0dd2acaa7..e98510d5b7 100644 --- a/src/llamafactory/train/kto/workflow.py +++ b/src/llamafactory/train/kto/workflow.py @@ -47,6 +47,7 @@ def run_kto( data_collator = KTODataCollatorWithPadding( template=template, + model=model, pad_to_multiple_of=8, label_pad_token_id=IGNORE_INDEX if data_args.ignore_pad_token_for_loss else tokenizer.pad_token_id, **tokenizer_module, diff --git a/src/llamafactory/train/ppo/workflow.py b/src/llamafactory/train/ppo/workflow.py index 92262f99e2..50210583c0 100644 --- a/src/llamafactory/train/ppo/workflow.py +++ b/src/llamafactory/train/ppo/workflow.py @@ -46,7 +46,7 @@ def run_ppo( model = load_model(tokenizer, model_args, finetuning_args, training_args.do_train, add_valuehead=True) tokenizer.padding_side = "left" # use left-padding in generation while using right-padding in training - data_collator = MultiModalDataCollatorForSeq2Seq(template=template, **tokenizer_module) + data_collator = MultiModalDataCollatorForSeq2Seq(template=template, model=model, **tokenizer_module) # Create reference model and reward model ref_model = create_ref_model(model_args, finetuning_args, add_valuehead=True) diff --git a/src/llamafactory/train/pt/trainer.py b/src/llamafactory/train/pt/trainer.py index 3f902dcd6f..37dcadfd96 100644 --- a/src/llamafactory/train/pt/trainer.py +++ b/src/llamafactory/train/pt/trainer.py @@ -18,7 +18,7 @@ from transformers import Trainer from typing_extensions import override -from ...extras.packages import is_transformers_version_equal_to_4_46 +from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import PissaConvertCallback, SaveProcessorCallback from ..trainer_utils import create_custom_optimizer, create_custom_scheduler @@ -38,6 +38,9 @@ class CustomTrainer(Trainer): def __init__( self, finetuning_args: "FinetuningArguments", processor: Optional["ProcessorMixin"], **kwargs ) -> None: + if is_transformers_version_greater_than("4.46"): + kwargs["processing_class"] = kwargs.pop("tokenizer") + super().__init__(**kwargs) self.finetuning_args = finetuning_args diff --git a/src/llamafactory/train/rm/trainer.py b/src/llamafactory/train/rm/trainer.py index 6469550c79..bccfdef5df 100644 --- a/src/llamafactory/train/rm/trainer.py +++ b/src/llamafactory/train/rm/trainer.py @@ -25,7 +25,7 @@ from typing_extensions import override from ...extras import logging -from ...extras.packages import is_transformers_version_equal_to_4_46 +from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import FixValueHeadModelCallback, PissaConvertCallback, SaveProcessorCallback from ..trainer_utils import create_custom_optimizer, create_custom_scheduler @@ -48,6 +48,9 @@ class PairwiseTrainer(Trainer): def __init__( self, finetuning_args: "FinetuningArguments", processor: Optional["ProcessorMixin"], **kwargs ) -> None: + if is_transformers_version_greater_than("4.46"): + kwargs["processing_class"] = kwargs.pop("tokenizer") + super().__init__(**kwargs) self.finetuning_args = finetuning_args self.can_return_loss = True # override property to return eval_loss diff --git a/src/llamafactory/train/rm/workflow.py b/src/llamafactory/train/rm/workflow.py index e3f1b762c7..bced101859 100644 --- a/src/llamafactory/train/rm/workflow.py +++ b/src/llamafactory/train/rm/workflow.py @@ -44,7 +44,9 @@ def run_rm( template = get_template_and_fix_tokenizer(tokenizer, data_args) dataset_module = get_dataset(template, model_args, data_args, training_args, stage="rm", **tokenizer_module) model = load_model(tokenizer, model_args, finetuning_args, training_args.do_train, add_valuehead=True) - data_collator = PairwiseDataCollatorWithPadding(template=template, pad_to_multiple_of=8, **tokenizer_module) + data_collator = PairwiseDataCollatorWithPadding( + template=template, model=model, pad_to_multiple_of=8, **tokenizer_module + ) # Update arguments training_args.remove_unused_columns = False # important for multimodal and pairwise dataset diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index 85ce6e8af0..1d3df9151a 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -27,7 +27,7 @@ from ...extras import logging from ...extras.constants import IGNORE_INDEX -from ...extras.packages import is_transformers_version_equal_to_4_46 +from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import PissaConvertCallback, SaveProcessorCallback from ..trainer_utils import create_custom_optimizer, create_custom_scheduler @@ -51,6 +51,9 @@ class CustomSeq2SeqTrainer(Seq2SeqTrainer): def __init__( self, finetuning_args: "FinetuningArguments", processor: Optional["ProcessorMixin"], **kwargs ) -> None: + if is_transformers_version_greater_than("4.46"): + kwargs["processing_class"] = kwargs.pop("tokenizer") + super().__init__(**kwargs) self.finetuning_args = finetuning_args diff --git a/src/llamafactory/train/sft/workflow.py b/src/llamafactory/train/sft/workflow.py index bc7ccb50e5..f93920050d 100644 --- a/src/llamafactory/train/sft/workflow.py +++ b/src/llamafactory/train/sft/workflow.py @@ -56,6 +56,7 @@ def run_sft( data_collator = SFTDataCollatorWith4DAttentionMask( template=template, + model=model, pad_to_multiple_of=8 if training_args.do_train else None, # for shift short attention label_pad_token_id=IGNORE_INDEX if data_args.ignore_pad_token_for_loss else tokenizer.pad_token_id, block_diag_attn=model_args.block_diag_attn, From 7059055e89cc3f8557581d5d5b728a82ab5b0899 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Sat, 14 Dec 2024 17:36:03 +0000 Subject: [PATCH 024/187] update assets --- assets/wechat.jpg | Bin 167631 -> 165321 bytes assets/wechat_npu.jpg | Bin 171269 -> 171485 bytes examples/inference/llama3_full_sft.yaml | 3 +++ examples/inference/llama3_lora_sft.yaml | 1 - 4 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 examples/inference/llama3_full_sft.yaml diff --git 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zXm0nkZQxCT3!Se#owr3#WNKDrSqxW#hGv_}j-46iX-jYs8BxuxkD=NLaeeGPb;A}z zqpForw+3?xxvJwte+JO4B7a}1&8HQZJDOF5uB!G7Q2VlaljInf$3(p8a@2bkYi$ev zT#8yn%Y)Zd@L%sY|A6_{(_`)m9PDKo`Kz~}Fu>h{h_Zy~{PJrg~E^2C1D()_yvK1E1 zc26^~o62gMNI!l#5BVv4EJIRCVVFl=sf^>)rEm=-%o6ff$=G36Z(o4<>Ez z0bx9Yj^pB_hcFn1Uu#j}BFXl20tpS5yi^M;uH=u# zFJ9FcaZw4w0HRVyFWp<+0a)T6_{;C{})k| BBp?6) diff --git a/examples/inference/llama3_full_sft.yaml b/examples/inference/llama3_full_sft.yaml new file mode 100644 index 0000000000..d0c33209eb --- /dev/null +++ b/examples/inference/llama3_full_sft.yaml @@ -0,0 +1,3 @@ +model_name_or_path: saves/llama3-8b/full/sft +template: llama3 +infer_backend: huggingface # choices: [huggingface, vllm] diff --git a/examples/inference/llama3_lora_sft.yaml b/examples/inference/llama3_lora_sft.yaml index ec5d8732f1..25d5457f4e 100644 --- a/examples/inference/llama3_lora_sft.yaml +++ b/examples/inference/llama3_lora_sft.yaml @@ -1,5 +1,4 @@ model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct adapter_name_or_path: saves/llama3-8b/lora/sft template: llama3 -finetuning_type: lora infer_backend: huggingface # choices: [huggingface, vllm] From 142191e4664cb1b920aff2f51d1bac6180f2c24b Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 17 Dec 2024 10:06:46 +0000 Subject: [PATCH 025/187] fix #6348 --- src/llamafactory/data/collator.py | 14 ++++++++++---- src/llamafactory/train/sft/trainer.py | 26 +++++++++++++++----------- src/llamafactory/train/sft/workflow.py | 2 +- 3 files changed, 26 insertions(+), 16 deletions(-) diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index ebeb8e8d4e..3b0444435e 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -106,9 +106,15 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso fake_images = [Image.new("RGB", (64, 64), (255, 255, 255))] fake_messages = self.template.mm_plugin.process_messages(fake_messages, fake_images, [], self.processor) fake_input_ids = self.processor.tokenizer.encode(fake_messages[0]["content"], add_special_tokens=False) - features[0]["input_ids"] = features[0]["input_ids"] + fake_input_ids - features[0]["attention_mask"] = features[0]["attention_mask"] + [0] * len(fake_input_ids) - features[0]["labels"] = features[0]["labels"] + [IGNORE_INDEX] * len(fake_input_ids) + if self.tokenizer.padding_side == "right": + features[0]["input_ids"] = features[0]["input_ids"] + fake_input_ids + features[0]["attention_mask"] = features[0]["attention_mask"] + [0] * len(fake_input_ids) + features[0]["labels"] = features[0]["labels"] + [IGNORE_INDEX] * len(fake_input_ids) + else: + features[0]["input_ids"] = fake_input_ids + features[0]["input_ids"] + features[0]["attention_mask"] = [0] * len(fake_input_ids) + features[0]["attention_mask"] + features[0]["labels"] = [IGNORE_INDEX] * len(fake_input_ids) + features[0]["labels"] + batch_images = fake_images batch_input_ids[0] = features[0]["input_ids"] @@ -123,7 +129,7 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso features: Dict[str, "torch.Tensor"] = super().__call__(features) if self.model is not None and hasattr(self.model, "get_rope_index"): # for qwen2vl mrope - features["position_ids"], _ = self.model.get_rope_index( + features["position_ids"], features["rope_deltas"] = self.model.get_rope_index( input_ids=features["input_ids"], image_grid_thw=mm_inputs.get("image_grid_thw", None), video_grid_thw=mm_inputs.get("video_grid_thw", None), diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index 1d3df9151a..cb2909a542 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -34,7 +34,7 @@ if TYPE_CHECKING: from torch.utils.data import Dataset - from transformers import ProcessorMixin + from transformers import PreTrainedTokenizer, ProcessorMixin from transformers.trainer import PredictionOutput from ...hparams import FinetuningArguments @@ -53,6 +53,8 @@ def __init__( ) -> None: if is_transformers_version_greater_than("4.46"): kwargs["processing_class"] = kwargs.pop("tokenizer") + else: + self.processing_class: "PreTrainedTokenizer" = kwargs.get("tokenizer") super().__init__(**kwargs) self.finetuning_args = finetuning_args @@ -113,7 +115,7 @@ def prediction_step( """ labels = inputs["labels"] if "labels" in inputs else None if self.args.predict_with_generate: - assert self.tokenizer.padding_side == "left", "This method only accepts left-padded tensor." + assert self.processing_class.padding_side == "left", "This method only accepts left-padded tensor." labels = labels.detach().clone() if labels is not None else None # backup labels prompt_len, label_len = inputs["input_ids"].size(-1), inputs["labels"].size(-1) if prompt_len > label_len: @@ -125,7 +127,7 @@ def prediction_step( model, inputs, prediction_loss_only=prediction_loss_only, ignore_keys=ignore_keys ) if generated_tokens is not None and self.args.predict_with_generate: - generated_tokens[:, :prompt_len] = self.tokenizer.pad_token_id + generated_tokens[:, :prompt_len] = self.processing_class.pad_token_id generated_tokens = generated_tokens.contiguous() return loss, generated_tokens, labels @@ -134,8 +136,8 @@ def _pad_tensors_to_target_len(self, src_tensor: "torch.Tensor", tgt_tensor: "to r""" Pads the tensor to the same length as the target tensor. """ - assert self.tokenizer.pad_token_id is not None, "Pad token is required." - padded_tensor = self.tokenizer.pad_token_id * torch.ones_like(tgt_tensor) + assert self.processing_class.pad_token_id is not None, "Pad token is required." + padded_tensor = self.processing_class.pad_token_id * torch.ones_like(tgt_tensor) padded_tensor[:, -src_tensor.shape[-1] :] = src_tensor # adopt left-padding return padded_tensor.contiguous() # in contiguous memory @@ -152,20 +154,22 @@ def save_predictions(self, dataset: "Dataset", predict_results: "PredictionOutpu logger.info_rank0(f"Saving prediction results to {output_prediction_file}") labels = np.where( - predict_results.label_ids != IGNORE_INDEX, predict_results.label_ids, self.tokenizer.pad_token_id + predict_results.label_ids != IGNORE_INDEX, predict_results.label_ids, self.processing_class.pad_token_id ) preds = np.where( - predict_results.predictions != IGNORE_INDEX, predict_results.predictions, self.tokenizer.pad_token_id + predict_results.predictions != IGNORE_INDEX, + predict_results.predictions, + self.processing_class.pad_token_id, ) for i in range(len(preds)): - pad_len = np.nonzero(preds[i] != self.tokenizer.pad_token_id)[0] + pad_len = np.nonzero(preds[i] != self.processing_class.pad_token_id)[0] if len(pad_len): # move pad token to last preds[i] = np.concatenate((preds[i][pad_len[0] :], preds[i][: pad_len[0]]), axis=-1) - decoded_inputs = self.tokenizer.batch_decode(dataset["input_ids"], skip_special_tokens=True) - decoded_preds = self.tokenizer.batch_decode(preds, skip_special_tokens=True) - decoded_labels = self.tokenizer.batch_decode(labels, skip_special_tokens=True) + decoded_inputs = self.processing_class.batch_decode(dataset["input_ids"], skip_special_tokens=False) + decoded_preds = self.processing_class.batch_decode(preds, skip_special_tokens=True) + decoded_labels = self.processing_class.batch_decode(labels, skip_special_tokens=True) with open(output_prediction_file, "w", encoding="utf-8") as f: for text, pred, label in zip(decoded_inputs, decoded_preds, decoded_labels): diff --git a/src/llamafactory/train/sft/workflow.py b/src/llamafactory/train/sft/workflow.py index f93920050d..4bd29f2c4d 100644 --- a/src/llamafactory/train/sft/workflow.py +++ b/src/llamafactory/train/sft/workflow.py @@ -56,7 +56,7 @@ def run_sft( data_collator = SFTDataCollatorWith4DAttentionMask( template=template, - model=model, + model=model if not training_args.predict_with_generate else None, pad_to_multiple_of=8 if training_args.do_train else None, # for shift short attention label_pad_token_id=IGNORE_INDEX if data_args.ignore_pad_token_for_loss else tokenizer.pad_token_id, block_diag_attn=model_args.block_diag_attn, From 2d107d3aefd5af61163056634c8b91fe3cb3e77c Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 17 Dec 2024 10:26:19 +0000 Subject: [PATCH 026/187] generalized packing & fix #6343 --- src/llamafactory/__init__.py | 2 +- src/llamafactory/extras/constants.py | 13 ----- src/llamafactory/model/model_utils/packing.py | 50 +++---------------- src/llamafactory/model/patcher.py | 2 +- 4 files changed, 10 insertions(+), 57 deletions(-) diff --git a/src/llamafactory/__init__.py b/src/llamafactory/__init__.py index 9bc4a0db9c..1b0d8ed0e4 100644 --- a/src/llamafactory/__init__.py +++ b/src/llamafactory/__init__.py @@ -30,7 +30,7 @@ longlora: transformers>=4.41.2,<=4.46.1 packing: - transformers>=4.41.2,<=4.46.1 + transformers>=4.43.0,<=4.46.1 Disable version checking: DISABLE_VERSION_CHECK=1 Enable VRAM recording: RECORD_VRAM=1 diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 39b02cf4d1..c4d0fd848b 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -81,19 +81,6 @@ STAGES_USE_PAIR_DATA = {"rm", "dpo"} -SUPPORTED_CLASS_FOR_BLOCK_DIAG_ATTN = { - "cohere", - "falcon", - "gemma", - "gemma2", - "llama", - "mistral", - "phi", - "phi3", - "qwen2", - "starcoder2", -} - SUPPORTED_CLASS_FOR_S2ATTN = {"llama"} VIDEO_PLACEHOLDER = os.environ.get("VIDEO_PLACEHOLDER", ""], tool_format="default") + tool_calls = json.dumps(FUNCTION) assert formatter.apply(content=tool_calls) == [ - """Action: tool_name\nAction Input: {\"foo\": \"bar\", \"size\": 10}\n""" + """Action: tool_name\nAction Input: {"foo": "bar", "size": 10}\n""", + "", ] def test_multi_function_formatter(): - formatter = FunctionFormatter(slots=[], tool_format="default") - tool_calls = json.dumps([{"name": "tool_name", "arguments": {"foo": "bar", "size": 10}}] * 2) + formatter = FunctionFormatter(slots=[""], tool_format="default") + tool_calls = json.dumps([FUNCTION] * 2) assert formatter.apply(content=tool_calls) == [ - """Action: tool_name\nAction Input: {\"foo\": \"bar\", \"size\": 10}\n""", - """Action: tool_name\nAction Input: {\"foo\": \"bar\", \"size\": 10}\n""", + """Action: tool_name\nAction Input: {"foo": "bar", "size": 10}\n""", + """Action: tool_name\nAction Input: {"foo": "bar", "size": 10}\n""", + "", ] def test_default_tool_formatter(): formatter = ToolFormatter(tool_format="default") - tools = [ - { - "name": "test_tool", - "description": "tool_desc", - "parameters": { - "type": "object", - "properties": { - "foo": {"type": "string", "description": "foo_desc"}, - "bar": {"type": "number", "description": "bar_desc"}, - }, - "required": ["foo"], - }, - } - ] - assert formatter.apply(content=json.dumps(tools)) == [ + assert formatter.apply(content=json.dumps(TOOLS)) == [ "You have access to the following tools:\n" "> Tool Name: test_tool\n" "Tool Description: tool_desc\n" @@ -94,26 +101,18 @@ def test_default_multi_tool_extractor(): ] +def test_glm4_function_formatter(): + formatter = FunctionFormatter(tool_format="glm4") + tool_calls = json.dumps(FUNCTION) + assert formatter.apply(content=tool_calls) == ["""tool_name\n{"foo": "bar", "size": 10}"""] + + def test_glm4_tool_formatter(): formatter = ToolFormatter(tool_format="glm4") - tools = [ - { - "name": "test_tool", - "description": "tool_desc", - "parameters": { - "type": "object", - "properties": { - "foo": {"type": "string", "description": "foo_desc"}, - "bar": {"type": "number", "description": "bar_desc"}, - }, - "required": ["foo"], - }, - } - ] - assert formatter.apply(content=json.dumps(tools)) == [ + assert formatter.apply(content=json.dumps(TOOLS)) == [ "你是一个名为 ChatGLM 的人工智能助手。你是基于智谱AI训练的语言模型 GLM-4 模型开发的," "你的任务是针对用户的问题和要求提供适当的答复和支持。# 可用工具\n\n" - "## test_tool\n\n{}\n在调用上述函数时,请使用 Json 格式表示调用的参数。".format(json.dumps(tools[0], indent=4)) + f"## test_tool\n\n{json.dumps(TOOLS[0], indent=4)}\n在调用上述函数时,请使用 Json 格式表示调用的参数。" ] @@ -121,3 +120,29 @@ def test_glm4_tool_extractor(): formatter = ToolFormatter(tool_format="glm4") result = """test_tool\n{"foo": "bar", "size": 10}\n""" assert formatter.extract(result) == [("test_tool", """{"foo": "bar", "size": 10}""")] + + +def test_llama3_function_formatter(): + formatter = FunctionFormatter(tool_format="llama3") + tool_calls = json.dumps({"name": "tool_name", "arguments": {"foo": "bar", "size": 10}}) + assert formatter.apply(content=tool_calls) == [ + """{"name": "tool_name", "parameters": {"foo": "bar", "size": 10}}""" + ] + + +def test_llama3_tool_formatter(): + formatter = ToolFormatter(tool_format="llama3") + cur_time = datetime.now().strftime("%d %b %Y") + wrapped_tool = {"type": "function", "function": TOOLS[0]} + assert formatter.apply(content=json.dumps(TOOLS)) == [ + f"Environment: ipython\nCutting Knowledge Date: December 2023\nToday Date: {cur_time}\n\n" + "You have access to the following functions. To call a function, please respond with JSON for a function call. " + """Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}. """ + f"Do not use variables.\n\n{json.dumps(wrapped_tool, indent=4)}\n\n" + ] + + +def test_llama3_tool_extractor(): + formatter = ToolFormatter(tool_format="llama3") + result = """{"name": "test_tool", "parameters": {"foo": "bar", "size": 10}}\n""" + assert formatter.extract(result) == [("test_tool", """{"foo": "bar", "size": 10}""")] From df5655f61cb847dc2d9eb7b34266b20343ff90d6 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 17 Dec 2024 17:04:02 +0000 Subject: [PATCH 033/187] fix llama3 tool template --- README.md | 2 +- README_zh.md | 2 +- src/llamafactory/data/formatter.py | 26 +++++++++++++++----------- src/llamafactory/data/template.py | 22 +++++++++++----------- src/llamafactory/data/tool_utils.py | 8 +++++--- tests/data/test_formatter.py | 15 ++++++++------- 6 files changed, 41 insertions(+), 34 deletions(-) diff --git a/README.md b/README.md index d0a94dc6f6..02db031983 100644 --- a/README.md +++ b/README.md @@ -189,7 +189,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | | [Llama](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | - | | [Llama 2](https://huggingface.co/meta-llama) | 7B/13B/70B | llama2 | -| [Llama 3-3.2](https://huggingface.co/meta-llama) | 1B/3B/8B/70B | llama3 | +| [Llama 3-3.3](https://huggingface.co/meta-llama) | 1B/3B/8B/70B | llama3 | | [Llama 3.2 Vision](https://huggingface.co/meta-llama) | 11B/90B | mllama | | [LLaVA-1.5](https://huggingface.co/llava-hf) | 7B/13B | llava | | [LLaVA-NeXT](https://huggingface.co/llava-hf) | 7B/8B/13B/34B/72B/110B | llava_next | diff --git a/README_zh.md b/README_zh.md index 7e5b914b87..e890a13168 100644 --- a/README_zh.md +++ b/README_zh.md @@ -190,7 +190,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | | [Llama](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | - | | [Llama 2](https://huggingface.co/meta-llama) | 7B/13B/70B | llama2 | -| [Llama 3-3.2](https://huggingface.co/meta-llama) | 1B/3B/8B/70B | llama3 | +| [Llama 3-3.3](https://huggingface.co/meta-llama) | 1B/3B/8B/70B | llama3 | | [Llama 3.2 Vision](https://huggingface.co/meta-llama) | 11B/90B | mllama | | [LLaVA-1.5](https://huggingface.co/llava-hf) | 7B/13B | llava | | [LLaVA-NeXT](https://huggingface.co/llava-hf) | 7B/8B/13B/34B/72B/110B | llava_next | diff --git a/src/llamafactory/data/formatter.py b/src/llamafactory/data/formatter.py index d5f4b385c1..28bf3fb149 100644 --- a/src/llamafactory/data/formatter.py +++ b/src/llamafactory/data/formatter.py @@ -116,17 +116,21 @@ def apply(self, **kwargs) -> SLOTS: raise RuntimeError(f"Invalid JSON format in function message: {str([content])}") # flat string elements = [] - for name, arguments in functions: - for slot in self.function_slots: - if isinstance(slot, str): - slot = slot.replace("{{name}}", name).replace("{{arguments}}", arguments) - elements.append(slot) - elif isinstance(slot, (dict, set)): - elements.append(slot) - else: - raise RuntimeError(f"Input must be string, set[str] or dict[str, str], got {type(slot)}") - - return elements + self.slots + for slot in self.slots: + if slot == "{{content}}": + for name, arguments in functions: + for slot in self.function_slots: + if isinstance(slot, str): + slot = slot.replace("{{name}}", name).replace("{{arguments}}", arguments) + elements.append(slot) + elif isinstance(slot, (dict, set)): + elements.append(slot) + else: + raise RuntimeError(f"Input must be string, set[str] or dict[str, str], got {type(slot)}") + else: + elements.append(slot) + + return elements @dataclass diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index becfeaa88f..cfc4a2cb0d 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -244,11 +244,11 @@ def _register_template( ) ``` """ - eos_slots = [] if efficient_eos else [{"eos_token"}] template_class = Llama2Template if name.startswith("llama2") else Template + default_slots = ["{{content}}"] if efficient_eos else ["{{content}}", {"eos_token"}] default_user_formatter = StringFormatter(slots=["{{content}}"]) - default_assistant_formatter = StringFormatter(slots=["{{content}}"] + eos_slots) - default_function_formatter = FunctionFormatter(slots=eos_slots, tool_format="default") + default_assistant_formatter = StringFormatter(slots=default_slots) + default_function_formatter = FunctionFormatter(slots=default_slots, tool_format="default") default_tool_formatter = ToolFormatter(tool_format="default") default_separator_formatter = EmptyFormatter() default_prefix_formatter = EmptyFormatter() @@ -371,8 +371,8 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: if data_args.tool_format is not None: logger.info_rank0(f"Using tool format: {data_args.tool_format}.") - eos_slots = [] if template.efficient_eos else [{"eos_token"}] - template.format_function = FunctionFormatter(slots=eos_slots, tool_format=data_args.tool_format) + default_slots = ["{{content}}"] if template.efficient_eos else ["{{content}}", {"eos_token"}] + template.format_function = FunctionFormatter(slots=default_slots, tool_format=data_args.tool_format) template.format_tools = ToolFormatter(tool_format=data_args.tool_format) stop_words = template.stop_words @@ -490,7 +490,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_user=StringFormatter(slots=[{"token": "<|user|>"}, "\n", "{{content}}", {"token": "<|assistant|>"}]), format_assistant=StringFormatter(slots=["\n", "{{content}}"]), format_system=StringFormatter(slots=[{"token": "<|system|>"}, "\n", "{{content}}"]), - format_function=FunctionFormatter(slots=[], tool_format="glm4"), + format_function=FunctionFormatter(slots=["{{content}}"], tool_format="glm4"), format_observation=StringFormatter( slots=[{"token": "<|observation|>"}, "\n", "{{content}}", {"token": "<|assistant|>"}] ), @@ -535,7 +535,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: name="codegeex4", format_user=StringFormatter(slots=["<|user|>\n{{content}}<|assistant|>\n"]), format_system=StringFormatter(slots=["<|system|>\n{{content}}"]), - format_function=FunctionFormatter(slots=[], tool_format="glm4"), + format_function=FunctionFormatter(slots=["{{content}}"], tool_format="glm4"), format_observation=StringFormatter(slots=["<|observation|>\n{{content}}<|assistant|>\n"]), format_tools=ToolFormatter(tool_format="glm4"), format_prefix=EmptyFormatter(slots=["[gMASK]"]), @@ -684,7 +684,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_user=StringFormatter(slots=["<|user|>\n{{content}}<|assistant|>"]), format_assistant=StringFormatter(slots=["\n{{content}}"]), format_system=StringFormatter(slots=["<|system|>\n{{content}}"]), - format_function=FunctionFormatter(slots=[], tool_format="glm4"), + format_function=FunctionFormatter(slots=["{{content}}"], tool_format="glm4"), format_observation=StringFormatter(slots=["<|observation|>\n{{content}}<|assistant|>"]), format_tools=ToolFormatter(tool_format="glm4"), format_prefix=EmptyFormatter(slots=["[gMASK]"]), @@ -750,7 +750,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ] ), format_system=StringFormatter(slots=["<|start_header_id|>system<|end_header_id|>\n\n{{content}}<|eot_id|>"]), - format_function=FunctionFormatter(slots=["<|eom_id|>"], tool_format="llama3"), + format_function=FunctionFormatter(slots=["{{content}}", "<|eot_id|>"], tool_format="llama3"), format_observation=StringFormatter( slots=[ ( @@ -779,7 +779,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ] ), format_system=StringFormatter(slots=["<|start_header_id|>system<|end_header_id|>\n\n{{content}}<|eot_id|>"]), - format_function=FunctionFormatter(slots=["<|eom_id|>"], tool_format="llama3"), + format_function=FunctionFormatter(slots=["{{content}}", "<|eot_id|>"], tool_format="llama3"), format_observation=StringFormatter( slots=[ ( @@ -833,7 +833,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ] ), format_system=StringFormatter(slots=["<|start_header_id|>system<|end_header_id|>\n\n{{content}}<|eot_id|>"]), - format_function=FunctionFormatter(slots=["<|eom_id|>"], tool_format="llama3"), + format_function=FunctionFormatter(slots=["{{content}}", "<|eot_id|>"], tool_format="llama3"), format_observation=StringFormatter( slots=[ ( diff --git a/src/llamafactory/data/tool_utils.py b/src/llamafactory/data/tool_utils.py index 2465191a84..7c58dfc162 100644 --- a/src/llamafactory/data/tool_utils.py +++ b/src/llamafactory/data/tool_utils.py @@ -46,7 +46,7 @@ LLAMA3_TOOL_PROMPT = ( - "Environment: ipython\nCutting Knowledge Date: December 2023\nToday Date: {cur_time}\n\n" + "Cutting Knowledge Date: December 2023\nToday Date: {date}\n\n" "You have access to the following functions. To call a function, please respond with JSON for a function call. " """Respond in the format {{"name": function name, "parameters": dictionary of argument name and its value}}. """ "Do not use variables.\n\n{tool_text}" @@ -180,6 +180,8 @@ def tool_extractor(content: str) -> Union[str, List["FunctionCall"]]: class Llama3ToolUtils(ToolUtils): r""" Llama 3.x tool using template with `tools_in_user_message=False`. + + Reference: https://www.llama.com/docs/model-cards-and-prompt-formats/llama3_1/#json-based-tool-calling """ @override @@ -190,13 +192,13 @@ def get_function_slots() -> SLOTS: @override @staticmethod def tool_formatter(tools: List[Dict[str, Any]]) -> str: - cur_time = datetime.now().strftime("%d %b %Y") + date = datetime.now().strftime("%d %b %Y") tool_text = "" for tool in tools: wrapped_tool = {"type": "function", "function": tool} tool_text += json.dumps(wrapped_tool, indent=4, ensure_ascii=False) + "\n\n" - return LLAMA3_TOOL_PROMPT.format(cur_time=cur_time, tool_text=tool_text) + return LLAMA3_TOOL_PROMPT.format(date=date, tool_text=tool_text) @override @staticmethod diff --git a/tests/data/test_formatter.py b/tests/data/test_formatter.py index de4b85a8dc..6543a71ae8 100644 --- a/tests/data/test_formatter.py +++ b/tests/data/test_formatter.py @@ -47,7 +47,7 @@ def test_string_formatter(): def test_function_formatter(): - formatter = FunctionFormatter(slots=[""], tool_format="default") + formatter = FunctionFormatter(slots=["{{content}}", ""], tool_format="default") tool_calls = json.dumps(FUNCTION) assert formatter.apply(content=tool_calls) == [ """Action: tool_name\nAction Input: {"foo": "bar", "size": 10}\n""", @@ -56,7 +56,7 @@ def test_function_formatter(): def test_multi_function_formatter(): - formatter = FunctionFormatter(slots=[""], tool_format="default") + formatter = FunctionFormatter(slots=["{{content}}", ""], tool_format="default") tool_calls = json.dumps([FUNCTION] * 2) assert formatter.apply(content=tool_calls) == [ """Action: tool_name\nAction Input: {"foo": "bar", "size": 10}\n""", @@ -102,7 +102,7 @@ def test_default_multi_tool_extractor(): def test_glm4_function_formatter(): - formatter = FunctionFormatter(tool_format="glm4") + formatter = FunctionFormatter(slots=["{{content}}"], tool_format="glm4") tool_calls = json.dumps(FUNCTION) assert formatter.apply(content=tool_calls) == ["""tool_name\n{"foo": "bar", "size": 10}"""] @@ -123,19 +123,20 @@ def test_glm4_tool_extractor(): def test_llama3_function_formatter(): - formatter = FunctionFormatter(tool_format="llama3") + formatter = FunctionFormatter(slots=["{{content}}", "<|eot_id|>"], tool_format="llama3") tool_calls = json.dumps({"name": "tool_name", "arguments": {"foo": "bar", "size": 10}}) assert formatter.apply(content=tool_calls) == [ - """{"name": "tool_name", "parameters": {"foo": "bar", "size": 10}}""" + """{"name": "tool_name", "parameters": {"foo": "bar", "size": 10}}""", + "<|eot_id|>", ] def test_llama3_tool_formatter(): formatter = ToolFormatter(tool_format="llama3") - cur_time = datetime.now().strftime("%d %b %Y") + date = datetime.now().strftime("%d %b %Y") wrapped_tool = {"type": "function", "function": TOOLS[0]} assert formatter.apply(content=json.dumps(TOOLS)) == [ - f"Environment: ipython\nCutting Knowledge Date: December 2023\nToday Date: {cur_time}\n\n" + f"Cutting Knowledge Date: December 2023\nToday Date: {date}\n\n" "You have access to the following functions. To call a function, please respond with JSON for a function call. " """Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}. """ f"Do not use variables.\n\n{json.dumps(wrapped_tool, indent=4)}\n\n" From 115924af47496daa747a018952b6a32ccbd9cecb Mon Sep 17 00:00:00 2001 From: ylfeng Date: Wed, 18 Sep 2024 21:45:25 +0800 Subject: [PATCH 034/187] Support Mistral format tools --- src/llamafactory/api/chat.py | 2 +- src/llamafactory/data/formatter.py | 26 +++---- src/llamafactory/data/template.py | 23 ++++-- src/llamafactory/data/tool_utils.py | 106 ++++++++++++++++++++-------- src/llamafactory/webui/chatter.py | 2 +- tests/data/test_formatter.py | 53 +++++++++++++- 6 files changed, 156 insertions(+), 56 deletions(-) diff --git a/src/llamafactory/api/chat.py b/src/llamafactory/api/chat.py index 05db57a7c3..c467a3e6b2 100644 --- a/src/llamafactory/api/chat.py +++ b/src/llamafactory/api/chat.py @@ -168,7 +168,7 @@ async def create_chat_completion_response( if isinstance(result, list): tool_calls = [] for tool in result: - function = Function(name=tool[0], arguments=tool[1]) + function = Function(name=tool.name, arguments=tool.arguments) tool_calls.append(FunctionCall(id=f"call_{uuid.uuid4().hex}", function=function)) response_message = ChatCompletionMessage(role=Role.ASSISTANT, tool_calls=tool_calls) diff --git a/src/llamafactory/data/formatter.py b/src/llamafactory/data/formatter.py index 28bf3fb149..f6c2446897 100644 --- a/src/llamafactory/data/formatter.py +++ b/src/llamafactory/data/formatter.py @@ -16,16 +16,12 @@ import re from abc import ABC, abstractmethod from dataclasses import dataclass, field -from typing import TYPE_CHECKING, List, Optional, Tuple, Union +from typing import List, Optional, Union from typing_extensions import override from .data_utils import SLOTS -from .tool_utils import get_tool_utils - - -if TYPE_CHECKING: - from .tool_utils import FunctionCall +from .tool_utils import FunctionCall, get_tool_utils @dataclass @@ -98,19 +94,21 @@ def apply(self, **kwargs) -> SLOTS: @dataclass class FunctionFormatter(Formatter): def __post_init__(self): - self.function_slots = get_tool_utils(self.tool_format).get_function_slots() + self.tool_utils = get_tool_utils(self.tool_format) @override def apply(self, **kwargs) -> SLOTS: content = kwargs.pop("content") - functions: List[Tuple[str, str]] = [] + functions: List["FunctionCall"] = [] try: tool_calls = json.loads(content) if not isinstance(tool_calls, list): # parallel function call tool_calls = [tool_calls] for tool_call in tool_calls: - functions.append((tool_call["name"], json.dumps(tool_call["arguments"], ensure_ascii=False))) + functions.append( + FunctionCall(tool_call["name"], json.dumps(tool_call["arguments"], ensure_ascii=False)) + ) except json.JSONDecodeError: raise RuntimeError(f"Invalid JSON format in function message: {str([content])}") # flat string @@ -118,15 +116,7 @@ def apply(self, **kwargs) -> SLOTS: elements = [] for slot in self.slots: if slot == "{{content}}": - for name, arguments in functions: - for slot in self.function_slots: - if isinstance(slot, str): - slot = slot.replace("{{name}}", name).replace("{{arguments}}", arguments) - elements.append(slot) - elif isinstance(slot, (dict, set)): - elements.append(slot) - else: - raise RuntimeError(f"Input must be string, set[str] or dict[str, str], got {type(slot)}") + elements += self.tool_utils.function_formatter(functions) else: elements.append(slot) diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index cfc4a2cb0d..3297be391c 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -30,6 +30,7 @@ from ..hparams import DataArguments from .formatter import SLOTS, Formatter from .mm_plugin import BasePlugin + from .tool_utils import FunctionCall logger = logging.get_logger(__name__) @@ -83,7 +84,7 @@ def encode_multiturn( encoded_messages = self._encode(tokenizer, messages, system, tools) return [(encoded_messages[i], encoded_messages[i + 1]) for i in range(0, len(encoded_messages), 2)] - def extract_tool(self, content: str) -> Union[str, List[Tuple[str, str]]]: + def extract_tool(self, content: str) -> Union[str, List["FunctionCall"]]: r""" Extracts tool message. """ @@ -244,7 +245,7 @@ def _register_template( ) ``` """ - template_class = Llama2Template if name.startswith("llama2") else Template + template_class = Llama2Template if any(k in name for k in ("llama2", "mistral")) else Template default_slots = ["{{content}}"] if efficient_eos else ["{{content}}", {"eos_token"}] default_user_formatter = StringFormatter(slots=["{{content}}"]) default_assistant_formatter = StringFormatter(slots=default_slots) @@ -854,7 +855,11 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: # copied from mistral template _register_template( name="llava_next_mistral", - format_user=StringFormatter(slots=["[INST] {{content}} [/INST]"]), + format_user=StringFormatter(slots=["[INST] {{content}}[/INST]"]), + format_assistant=StringFormatter(slots=[" {{content}}", {"eos_token"}]), + format_function=FunctionFormatter(slots=["[TOOL_CALLS] ", "{{content}}", {"eos_token"}], tool_format="mistral"), + format_observation=StringFormatter(slots=["""[TOOL_RESULTS] {"content": {{content}}}[/TOOL_RESULTS]"""]), + format_tools=ToolFormatter(tool_format="mistral"), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), mm_plugin=get_mm_plugin(name="llava_next", image_token=""), ) @@ -902,7 +907,11 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: # copied from mistral template _register_template( name="llava_next_video_mistral", - format_user=StringFormatter(slots=["[INST] {{content}} [/INST]"]), + format_user=StringFormatter(slots=["[INST] {{content}}[/INST]"]), + format_assistant=StringFormatter(slots=[" {{content}}", {"eos_token"}]), + format_function=FunctionFormatter(slots=["[TOOL_CALLS] ", "{{content}}", {"eos_token"}], tool_format="mistral"), + format_observation=StringFormatter(slots=["""[TOOL_RESULTS] {"content": {{content}}}[/TOOL_RESULTS]"""]), + format_tools=ToolFormatter(tool_format="mistral"), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), mm_plugin=get_mm_plugin(name="llava_next_video", image_token="", video_token=""], tool_format="default") tool_calls = json.dumps([FUNCTION] * 2) assert formatter.apply(content=tool_calls) == [ - """Action: tool_name\nAction Input: {"foo": "bar", "size": 10}\n""", + """Action: tool_name\nAction Input: {"foo": "bar", "size": 10}\n""" """Action: tool_name\nAction Input: {"foo": "bar", "size": 10}\n""", "", ] @@ -112,7 +112,7 @@ def test_glm4_tool_formatter(): assert formatter.apply(content=json.dumps(TOOLS)) == [ "你是一个名为 ChatGLM 的人工智能助手。你是基于智谱AI训练的语言模型 GLM-4 模型开发的," "你的任务是针对用户的问题和要求提供适当的答复和支持。# 可用工具\n\n" - f"## test_tool\n\n{json.dumps(TOOLS[0], indent=4)}\n在调用上述函数时,请使用 Json 格式表示调用的参数。" + f"## test_tool\n\n{json.dumps(TOOLS[0], indent=4, ensure_ascii=False)}\n在调用上述函数时,请使用 Json 格式表示调用的参数。" ] @@ -139,7 +139,7 @@ def test_llama3_tool_formatter(): f"Cutting Knowledge Date: December 2023\nToday Date: {date}\n\n" "You have access to the following functions. To call a function, please respond with JSON for a function call. " """Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}. """ - f"Do not use variables.\n\n{json.dumps(wrapped_tool, indent=4)}\n\n" + f"Do not use variables.\n\n{json.dumps(wrapped_tool, indent=4, ensure_ascii=False)}\n\n" ] @@ -147,3 +147,50 @@ def test_llama3_tool_extractor(): formatter = ToolFormatter(tool_format="llama3") result = """{"name": "test_tool", "parameters": {"foo": "bar", "size": 10}}\n""" assert formatter.extract(result) == [("test_tool", """{"foo": "bar", "size": 10}""")] + + +def test_mistral_function_formatter(): + formatter = FunctionFormatter(slots=["[TOOL_CALLS] ", "{{content}}", ""], tool_format="mistral") + tool_calls = json.dumps(FUNCTION) + assert formatter.apply(content=tool_calls) == [ + "[TOOL_CALLS] ", + """[{"name": "tool_name", "arguments": {"foo": "bar", "size": 10}}]""", + "", + ] + + +def test_mistral_multi_function_formatter(): + formatter = FunctionFormatter(slots=["[TOOL_CALLS] ", "{{content}}", ""], tool_format="mistral") + tool_calls = json.dumps([FUNCTION] * 2) + assert formatter.apply(content=tool_calls) == [ + "[TOOL_CALLS] ", + """[{"name": "tool_name", "arguments": {"foo": "bar", "size": 10}}, """ + """{"name": "tool_name", "arguments": {"foo": "bar", "size": 10}}]""", + "", + ] + + +def test_mistral_tool_formatter(): + formatter = ToolFormatter(tool_format="mistral") + wrapped_tool = {"type": "function", "function": TOOLS[0]} + assert formatter.apply(content=json.dumps(TOOLS)) == [ + "[AVAILABLE_TOOLS] " + json.dumps([wrapped_tool], ensure_ascii=False) + "[/AVAILABLE_TOOLS]" + ] + + +def test_mistral_tool_extractor(): + formatter = ToolFormatter(tool_format="mistral") + result = """{"name": "test_tool", "arguments": {"foo": "bar", "size": 10}}""" + assert formatter.extract(result) == [("test_tool", """{"foo": "bar", "size": 10}""")] + + +def test_mistral_multi_tool_extractor(): + formatter = ToolFormatter(tool_format="mistral") + result = ( + """[{"name": "test_tool", "arguments": {"foo": "bar", "size": 10}}, """ + """{"name": "another_tool", "arguments": {"foo": "job", "size": 2}}]""" + ) + assert formatter.extract(result) == [ + ("test_tool", """{"foo": "bar", "size": 10}"""), + ("another_tool", """{"foo": "job", "size": 2}"""), + ] From bcc413cf64cbee068e2f19475ce7919c65284489 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 17 Dec 2024 19:26:57 +0000 Subject: [PATCH 035/187] change default replace jinja to false --- src/llamafactory/data/template.py | 22 +++++----------------- 1 file changed, 5 insertions(+), 17 deletions(-) diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 3297be391c..0d669d249c 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -216,7 +216,7 @@ def _register_template( stop_words: Sequence[str] = [], efficient_eos: bool = False, replace_eos: bool = False, - replace_jinja_template: bool = True, + replace_jinja_template: bool = False, mm_plugin: "BasePlugin" = get_mm_plugin(name="base"), ) -> None: r""" @@ -416,6 +416,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: "Below is an instruction that describes a task. " "Write a response that appropriately completes the request.\n\n" ), + replace_jinja_template=True, ) @@ -510,6 +511,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_separator=EmptyFormatter(slots=["\n"]), stop_words=["<|im_end|>", "<|im_start|>"], replace_eos=True, + replace_jinja_template=True, ) @@ -523,6 +525,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: default_system="Du bist ein freundlicher und hilfsbereiter KI-Assistent.", stop_words=["<|im_end|>", "<|im_start|>"], replace_eos=True, + replace_jinja_template=True, ) @@ -676,7 +679,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_separator=EmptyFormatter(slots=["\n"]), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), efficient_eos=True, - replace_jinja_template=False, ) @@ -763,8 +765,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_tools=ToolFormatter(tool_format="llama3"), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), stop_words=["<|eot_id|>", "<|eom_id|>"], - replace_eos=True, - replace_jinja_template=False, ) @@ -792,8 +792,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_tools=ToolFormatter(tool_format="llama3"), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), stop_words=["<|eot_id|>", "<|eom_id|>"], - replace_eos=True, - replace_jinja_template=False, mm_plugin=get_mm_plugin(name="mllama", image_token="<|image|>"), ) @@ -846,8 +844,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_tools=ToolFormatter(tool_format="llama3"), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), stop_words=["<|eot_id|>", "<|eom_id|>"], - replace_eos=True, - replace_jinja_template=False, mm_plugin=get_mm_plugin(name="llava_next", image_token=""), ) @@ -875,7 +871,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: default_system="You are a helpful assistant.", stop_words=["<|im_end|>"], replace_eos=True, - replace_jinja_template=False, mm_plugin=get_mm_plugin(name="llava_next", image_token=""), ) @@ -996,8 +991,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_separator=EmptyFormatter(slots=["\n"]), default_system="You are OpenCoder, created by OpenCoder Team.", stop_words=["<|im_end|>"], - replace_eos=True, - replace_jinja_template=False, ) @@ -1061,8 +1054,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_separator=EmptyFormatter(slots=["\n"]), default_system="You are a helpful assistant.", stop_words=["<|im_end|>"], - replace_eos=True, - replace_jinja_template=False, ) @@ -1075,8 +1066,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: format_separator=EmptyFormatter(slots=["\n"]), default_system="You are a helpful assistant.", stop_words=["<|im_end|>"], - replace_eos=True, - replace_jinja_template=False, mm_plugin=get_mm_plugin(name="qwen2_vl", image_token="<|image_pad|>", video_token="<|video_pad|>"), ) @@ -1091,7 +1080,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: "Your answer should be friendly, unbiased, faithful, informative and detailed." ), stop_words=["<|im_end|>"], - replace_eos=True, ) @@ -1124,7 +1112,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: "in your response." ), stop_words=["<|eot_id|>"], - replace_eos=True, ) @@ -1162,6 +1149,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: "A chat between a curious user and an artificial intelligence assistant. " "The assistant gives helpful, detailed, and polite answers to the user's questions." ), + replace_jinja_template=True, ) From 98795854e3fda7b0c0bc209b3e2496b0036e154e Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 17 Dec 2024 20:12:06 +0000 Subject: [PATCH 036/187] support qwen tool format --- src/llamafactory/data/template.py | 18 +++++-- src/llamafactory/data/tool_utils.py | 74 ++++++++++++++++++++++++++++- tests/data/test_formatter.py | 50 +++++++++++++++++++ 3 files changed, 138 insertions(+), 4 deletions(-) diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 0d669d249c..e89fb9c1bf 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -866,7 +866,11 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: name="llava_next_qwen", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), - format_observation=StringFormatter(slots=["<|im_start|>tool\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_function=FunctionFormatter(slots=["{{content}}", "<|im_end|>"], tool_format="qwen"), + format_observation=StringFormatter( + slots=["<|im_start|>user\n\n{{content}}\n<|im_end|>\n<|im_start|>assistant\n"] + ), + format_tools=ToolFormatter(tool_format="qwen"), format_separator=EmptyFormatter(slots=["\n"]), default_system="You are a helpful assistant.", stop_words=["<|im_end|>"], @@ -1050,7 +1054,11 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: name="qwen", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), - format_observation=StringFormatter(slots=["<|im_start|>tool\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_function=FunctionFormatter(slots=["{{content}}", "<|im_end|>"], tool_format="qwen"), + format_observation=StringFormatter( + slots=["<|im_start|>user\n\n{{content}}\n<|im_end|>\n<|im_start|>assistant\n"] + ), + format_tools=ToolFormatter(tool_format="qwen"), format_separator=EmptyFormatter(slots=["\n"]), default_system="You are a helpful assistant.", stop_words=["<|im_end|>"], @@ -1062,7 +1070,11 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: name="qwen2_vl", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), - format_observation=StringFormatter(slots=["<|im_start|>tool\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_function=FunctionFormatter(slots=["{{content}}", "<|im_end|>"], tool_format="qwen"), + format_observation=StringFormatter( + slots=["<|im_start|>user\n\n{{content}}\n<|im_end|>\n<|im_start|>assistant\n"] + ), + format_tools=ToolFormatter(tool_format="qwen"), format_separator=EmptyFormatter(slots=["\n"]), default_system="You are a helpful assistant.", stop_words=["<|im_end|>"], diff --git a/src/llamafactory/data/tool_utils.py b/src/llamafactory/data/tool_utils.py index 6be4876751..a92701edab 100644 --- a/src/llamafactory/data/tool_utils.py +++ b/src/llamafactory/data/tool_utils.py @@ -51,6 +51,14 @@ class FunctionCall(NamedTuple): "Do not use variables.\n\n{tool_text}" ) +QWEN_TOOL_PROMPT = ( + "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\n" + "You are provided with function signatures within XML tags:\n{tool_text}" + "\n\n\nFor each function call, return a json object with function name and arguments within " + """ XML tags:\n\n{{"name": , """ + """"arguments": }}\n<|im_end|>\n""" +) + @dataclass class ToolUtils(ABC): @@ -79,11 +87,17 @@ def function_formatter(functions: List["FunctionCall"]) -> SLOTS: def tool_extractor(content: str) -> Union[str, List["FunctionCall"]]: r""" Extracts all the function calls from the assistant message. + + It should be an inverse function of `function_formatter`. """ ... class DefaultToolUtils(ToolUtils): + r""" + Default tool using template. + """ + @override @staticmethod def tool_formatter(tools: List[Dict[str, Any]]) -> str: @@ -149,6 +163,10 @@ def tool_extractor(content: str) -> Union[str, List["FunctionCall"]]: class GLM4ToolUtils(ToolUtils): + r""" + GLM-4 tool using template. + """ + @override @staticmethod def tool_formatter(tools: List[Dict[str, Any]]) -> str: @@ -205,7 +223,7 @@ def tool_formatter(tools: List[Dict[str, Any]]) -> str: @staticmethod def function_formatter(functions: List["FunctionCall"]) -> SLOTS: if len(functions) > 1: - raise ValueError("Llama 3 does not support parallel functions.") + raise ValueError("Llama-3 does not support parallel functions.") return [f'{{"name": "{functions[0].name}", "parameters": {functions[0].arguments}}}'] @@ -224,6 +242,10 @@ def tool_extractor(content: str) -> Union[str, List["FunctionCall"]]: class MistralToolUtils(ToolUtils): + r""" + Mistral v0.3 tool using template. + """ + @override @staticmethod def tool_formatter(tools: List[Dict[str, Any]]) -> str: @@ -263,11 +285,61 @@ def tool_extractor(content: str) -> Union[str, List["FunctionCall"]]: return results +class QwenToolUtils(ToolUtils): + r""" + Qwen 2.5 tool using template. + """ + + @override + @staticmethod + def tool_formatter(tools: List[Dict[str, Any]]) -> str: + tool_text = "" + for tool in tools: + wrapped_tool = {"type": "function", "function": tool} + tool_text += "\n" + json.dumps(wrapped_tool, ensure_ascii=False) + + return QWEN_TOOL_PROMPT.format(tool_text=tool_text) + + @override + @staticmethod + def function_formatter(functions: List["FunctionCall"]) -> SLOTS: + function_texts = [] + for name, arguments in functions: + function_texts.append( + "\n" + f'{{"name": "{name}", "arguments": {arguments}}}' + "\n" + ) + + return ["\n".join(function_texts)] + + @override + @staticmethod + def tool_extractor(content: str) -> Union[str, List["FunctionCall"]]: + regex = re.compile(r"(.+?)(?=\s*|\s*$)", re.DOTALL) + tool_match: List[str] = re.findall(regex, content) + if not tool_match: + return content + + results = [] + for tool in tool_match: + try: + tool = json.loads(tool.strip()) + except json.JSONDecodeError: + return content + + if "name" not in tool or "arguments" not in tool: + return content + + results.append(FunctionCall(tool["name"], json.dumps(tool["arguments"], ensure_ascii=False))) + + return results + + TOOLS = { "default": DefaultToolUtils(), "glm4": GLM4ToolUtils(), "llama3": Llama3ToolUtils(), "mistral": MistralToolUtils(), + "qwen": QwenToolUtils(), } diff --git a/tests/data/test_formatter.py b/tests/data/test_formatter.py index c3865a85c5..a76e68a6f8 100644 --- a/tests/data/test_formatter.py +++ b/tests/data/test_formatter.py @@ -194,3 +194,53 @@ def test_mistral_multi_tool_extractor(): ("test_tool", """{"foo": "bar", "size": 10}"""), ("another_tool", """{"foo": "job", "size": 2}"""), ] + + +def test_qwen_function_formatter(): + formatter = FunctionFormatter(slots=["{{content}}", "<|im_end|>"], tool_format="qwen") + tool_calls = json.dumps(FUNCTION) + assert formatter.apply(content=tool_calls) == [ + """\n{"name": "tool_name", "arguments": {"foo": "bar", "size": 10}}\n""", + "<|im_end|>", + ] + + +def test_qwen_multi_function_formatter(): + formatter = FunctionFormatter(slots=["{{content}}", "<|im_end|>"], tool_format="qwen") + tool_calls = json.dumps([FUNCTION] * 2) + assert formatter.apply(content=tool_calls) == [ + """\n{"name": "tool_name", "arguments": {"foo": "bar", "size": 10}}\n\n""" + """\n{"name": "tool_name", "arguments": {"foo": "bar", "size": 10}}\n""", + "<|im_end|>", + ] + + +def test_qwen_tool_formatter(): + formatter = ToolFormatter(tool_format="qwen") + wrapped_tool = {"type": "function", "function": TOOLS[0]} + assert formatter.apply(content=json.dumps(TOOLS)) == [ + "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\n" + "You are provided with function signatures within XML tags:\n" + f"\n{json.dumps(wrapped_tool, ensure_ascii=False)}" + "\n\n\nFor each function call, return a json object with function name and arguments within " + """ XML tags:\n\n{"name": , """ + """"arguments": }\n<|im_end|>\n""" + ] + + +def test_qwen_tool_extractor(): + formatter = ToolFormatter(tool_format="qwen") + result = """\n{"name": "test_tool", "arguments": {"foo": "bar", "size": 10}}\n""" + assert formatter.extract(result) == [("test_tool", """{"foo": "bar", "size": 10}""")] + + +def test_qwen_multi_tool_extractor(): + formatter = ToolFormatter(tool_format="qwen") + result = ( + """\n{"name": "test_tool", "arguments": {"foo": "bar", "size": 10}}\n\n""" + """\n{"name": "another_tool", "arguments": {"foo": "job", "size": 2}}\n""" + ) + assert formatter.extract(result) == [ + ("test_tool", """{"foo": "bar", "size": 10}"""), + ("another_tool", """{"foo": "job", "size": 2}"""), + ] From d3509050dc4d3105a6e62acc9a1ba481269279a2 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Wed, 18 Dec 2024 08:57:26 +0000 Subject: [PATCH 037/187] add paligemma2 --- README.md | 8 +-- README_zh.md | 11 ++-- src/llamafactory/data/template.py | 1 - src/llamafactory/extras/constants.py | 75 ++++++++++++++++++++++------ src/llamafactory/webui/locales.py | 4 ++ 5 files changed, 69 insertions(+), 30 deletions(-) diff --git a/README.md b/README.md index 2585ef05c7..d922900629 100644 --- a/README.md +++ b/README.md @@ -32,10 +32,6 @@ Choose your path: - **PAI-DSW**: [Llama3 Example](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory) | [Qwen2-VL Example](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_qwen2vl) - **Amazon SageMaker**: [Blog](https://aws.amazon.com/cn/blogs/china/a-one-stop-code-free-model-fine-tuning-deployment-platform-based-on-sagemaker-and-llama-factory/) -Recent activities: - -- **2024/10/18-2024/11/30**: Build a personal tour guide bot using PAI+LLaMA Factory. [[website]](https://developer.aliyun.com/topic/llamafactory2) - > [!NOTE] > Except for the above links, all other websites are unauthorized third-party websites. Please carefully use them. @@ -206,7 +202,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [MiniCPM](https://huggingface.co/openbmb) | 1B/2B/4B | cpm/cpm3 | | [Mistral/Mixtral](https://huggingface.co/mistralai) | 7B/8x7B/8x22B | mistral | | [OLMo](https://huggingface.co/allenai) | 1B/7B | - | -| [PaliGemma](https://huggingface.co/google) | 3B | paligemma | +| [PaliGemma/PaliGemma2](https://huggingface.co/google) | 3B/10B/28B | paligemma | | [Phi-1.5/Phi-2](https://huggingface.co/microsoft) | 1.3B/2.7B | - | | [Phi-3](https://huggingface.co/microsoft) | 4B/14B | phi | | [Phi-3-small](https://huggingface.co/microsoft) | 7B | phi_small | @@ -215,7 +211,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Qwen2-VL](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | | [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 | | [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - | -| [TeleChat2](https://huggingface.co/Tele-AI) | 3B/7B/12B/35B/115B | telechat2 | +| [TeleChat2](https://huggingface.co/Tele-AI) | 3B/7B/35B/115B | telechat2 | | [XVERSE](https://huggingface.co/xverse) | 7B/13B/65B | xverse | | [Yi/Yi-1.5 (Code)](https://huggingface.co/01-ai) | 1.5B/6B/9B/34B | yi | | [Yi-VL](https://huggingface.co/01-ai) | 6B/34B | yi_vl | diff --git a/README_zh.md b/README_zh.md index 5db914f9d2..4d7ed12908 100644 --- a/README_zh.md +++ b/README_zh.md @@ -33,10 +33,6 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 - **PAI-DSW**:[Llama3 案例](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory) | [Qwen2-VL 案例](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_qwen2vl) - **Amazon SageMaker**:[博客](https://aws.amazon.com/cn/blogs/china/a-one-stop-code-free-model-fine-tuning-deployment-platform-based-on-sagemaker-and-llama-factory/) -近期活动: - -- **2024/10/18-2024/11/30**:使用 PAI+LLaMA Factory 构建个性化导游机器人。[[活动页面]](https://developer.aliyun.com/topic/llamafactory2) - > [!NOTE] > 除上述链接以外的其他网站均为未经许可的第三方网站,请小心甄别。 @@ -207,15 +203,16 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [MiniCPM](https://huggingface.co/openbmb) | 1B/2B/4B | cpm/cpm3 | | [Mistral/Mixtral](https://huggingface.co/mistralai) | 7B/8x7B/8x22B | mistral | | [OLMo](https://huggingface.co/allenai) | 1B/7B | - | -| [PaliGemma](https://huggingface.co/google) | 3B | paligemma | +| [PaliGemma/PaliGemma2](https://huggingface.co/google) | 3B/10B/28B | paligemma | | [Phi-1.5/Phi-2](https://huggingface.co/microsoft) | 1.3B/2.7B | - | -| [Phi-3](https://huggingface.co/microsoft) | 4B/7B/14B | phi | +| [Phi-3](https://huggingface.co/microsoft) | 4B/14B | phi | +| [Phi-3-small](https://huggingface.co/microsoft) | 7B | phi_small | | [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral | | [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | | [Qwen2-VL](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | | [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 | | [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - | -| [TeleChat2](https://huggingface.co/Tele-AI) | 3B/7B/12B/35B/115B | telechat2 | +| [TeleChat2](https://huggingface.co/Tele-AI) | 3B/7B/35B/115B | telechat2 | | [XVERSE](https://huggingface.co/xverse) | 7B/13B/65B | xverse | | [Yi/Yi-1.5 (Code)](https://huggingface.co/01-ai) | 1.5B/6B/9B/34B | yi | | [Yi-VL](https://huggingface.co/01-ai) | 6B/34B | yi_vl | diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index f777ac118e..73f6209637 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -1159,7 +1159,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: default_system=( "你是中国电信星辰语义大模型,英文名是TeleChat,你是由中电信人工智能科技有限公司和中国电信人工智能研究院(TeleAI)研发的人工智能助手。" ), - replace_jinja_template=False, ) diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 483f2ec2e7..d362583673 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -105,7 +105,7 @@ def register_model_group( ) -> None: for name, path in models.items(): SUPPORTED_MODELS[name] = path - if template is not None and any(suffix in name for suffix in ("-Chat", "-Instruct")): + if template is not None and (any(suffix in name for suffix in ("-Chat", "-Instruct")) or vision): DEFAULT_TEMPLATE[name] = template if vision: VISION_MODELS.add(name) @@ -848,10 +848,18 @@ def register_model_group( register_model_group( models={ + "Llama-3.2-11B-Vision": { + DownloadSource.DEFAULT: "meta-llama/Llama-3.2-11B-Vision", + DownloadSource.MODELSCOPE: "LLM-Research/Llama-3.2-11B-Vision", + }, "Llama-3.2-11B-Vision-Instruct": { DownloadSource.DEFAULT: "meta-llama/Llama-3.2-11B-Vision-Instruct", DownloadSource.MODELSCOPE: "LLM-Research/Llama-3.2-11B-Vision-Instruct", }, + "Llama-3.2-90B-Vision": { + DownloadSource.DEFAULT: "meta-llama/Llama-3.2-90B-Vision", + DownloadSource.MODELSCOPE: "LLM-Research/Llama-3.2-90B-Vision", + }, "Llama-3.2-90B-Vision-Instruct": { DownloadSource.DEFAULT: "meta-llama/Llama-3.2-90B-Vision-Instruct", DownloadSource.MODELSCOPE: "LLM-Research/Llama-3.2-90B-Vision-Instruct", @@ -1175,23 +1183,23 @@ def register_model_group( register_model_group( models={ - "PaliGemma-3B-pt-224-Chat": { + "PaliGemma-3B-pt-224": { DownloadSource.DEFAULT: "google/paligemma-3b-pt-224", DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma-3b-pt-224", }, - "PaliGemma-3B-pt-448-Chat": { + "PaliGemma-3B-pt-448": { DownloadSource.DEFAULT: "google/paligemma-3b-pt-448", DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma-3b-pt-448", }, - "PaliGemma-3B-pt-896-Chat": { + "PaliGemma-3B-pt-896": { DownloadSource.DEFAULT: "google/paligemma-3b-pt-896", DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma-3b-pt-896", }, - "PaliGemma-3B-mix-224-Chat": { + "PaliGemma-3B-mix-224": { DownloadSource.DEFAULT: "google/paligemma-3b-mix-224", DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma-3b-mix-224", }, - "PaliGemma-3B-mix-448-Chat": { + "PaliGemma-3B-mix-448": { DownloadSource.DEFAULT: "google/paligemma-3b-mix-448", DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma-3b-mix-448", }, @@ -1201,6 +1209,43 @@ def register_model_group( ) +register_model_group( + models={ + "PaliGemma2-3B-pt-224": { + DownloadSource.DEFAULT: "google/paligemma2-3b-pt-224", + DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma2-3b-pt-224", + }, + "PaliGemma2-3B-pt-448": { + DownloadSource.DEFAULT: "google/paligemma2-3b-pt-448", + }, + "PaliGemma2-3B-pt-896": { + DownloadSource.DEFAULT: "google/paligemma2-3b-pt-896", + }, + "PaliGemma2-10B-pt-224": { + DownloadSource.DEFAULT: "google/paligemma2-10b-pt-224", + }, + "PaliGemma2-10B-pt-448": { + DownloadSource.DEFAULT: "google/paligemma2-10b-pt-448", + }, + "PaliGemma2-10B-pt-896": { + DownloadSource.DEFAULT: "google/paligemma2-10b-pt-896", + DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma2-10b-pt-896", + }, + "PaliGemma2-28B-pt-224": { + DownloadSource.DEFAULT: "google/paligemma2-28b-pt-224", + }, + "PaliGemma2-28B-pt-448": { + DownloadSource.DEFAULT: "google/paligemma2-28b-pt-448", + }, + "PaliGemma2-28B-pt-896": { + DownloadSource.DEFAULT: "google/paligemma2-28b-pt-896", + }, + }, + template="paligemma", + vision=True, +) + + register_model_group( models={ "Phi-1.5-1.3B": { @@ -1255,7 +1300,7 @@ def register_model_group( register_model_group( models={ - "Pixtral-12B-Chat": { + "Pixtral-12B-Instruct": { DownloadSource.DEFAULT: "mistral-community/pixtral-12b", DownloadSource.MODELSCOPE: "AI-ModelScope/pixtral-12b", } @@ -1958,10 +2003,13 @@ def register_model_group( DownloadSource.OPENMIND: "TeleAI/TeleChat-7B-pt", }, "TeleChat-12B-Chat": { - DownloadSource.DEFAULT: "Tele-AI/TeleChat-12B", - DownloadSource.MODELSCOPE: "TeleAI/TeleChat-12B", + DownloadSource.DEFAULT: "Tele-AI/TeleChat-12B-v2", + DownloadSource.MODELSCOPE: "TeleAI/TeleChat-12B-v2", DownloadSource.OPENMIND: "TeleAI/TeleChat-12B-pt", - } + }, + "TeleChat-52B-Chat": { + DownloadSource.DEFAULT: "Tele-AI/TeleChat-52B", + }, }, template="telechat", ) @@ -1977,13 +2025,8 @@ def register_model_group( DownloadSource.DEFAULT: "Tele-AI/TeleChat2-7B", DownloadSource.MODELSCOPE: "TeleAI/TeleChat2-7B", }, - "TeleChat2-12B-Chat": { - DownloadSource.DEFAULT: "Tele-AI/TeleChat-12B-v2", - DownloadSource.MODELSCOPE: "TeleAI/TeleChat-12B-v2", - }, "TeleChat2-35B-Chat": { - DownloadSource.DEFAULT: "Tele-AI/TeleChat2-35B", - DownloadSource.MODELSCOPE: "TeleAI/TeleChat2-35B", + DownloadSource.MODELSCOPE: "TeleAI/TeleChat2-35B-Nov", }, "TeleChat2-115B-Chat": { DownloadSource.DEFAULT: "Tele-AI/TeleChat2-115B", diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 7e2d5bb98f..45b847b4cb 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -30,15 +30,19 @@ "model_name": { "en": { "label": "Model name", + "info": "Input the name prefix to search for the model.", }, "ru": { "label": "Название модели", + "info": "Введите префикс имени для поиска модели.", }, "zh": { "label": "模型名称", + "info": "输入首单词以检索模型。", }, "ko": { "label": "모델 이름", + "info": "모델을 검색하기 위해 이름 접두어를 입력하세요.", }, }, "model_path": { From 369cca8110e6923ad9978b6b93928a3bcb5c6f30 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 19 Dec 2024 06:48:03 +0000 Subject: [PATCH 038/187] fix webui --- src/llamafactory/webui/chatter.py | 1 + src/llamafactory/webui/components/export.py | 1 + 2 files changed, 2 insertions(+) diff --git a/src/llamafactory/webui/chatter.py b/src/llamafactory/webui/chatter.py index c18955cfcb..9d0e4b204b 100644 --- a/src/llamafactory/webui/chatter.py +++ b/src/llamafactory/webui/chatter.py @@ -91,6 +91,7 @@ def load_model(self, data) -> Generator[str, None, None]: rope_scaling=get("top.rope_scaling") if get("top.rope_scaling") in ["linear", "dynamic"] else None, infer_backend=get("infer.infer_backend"), infer_dtype=get("infer.infer_dtype"), + trust_remote_code=True, ) if checkpoint_path: diff --git a/src/llamafactory/webui/components/export.py b/src/llamafactory/webui/components/export.py index 190e885595..29be2b353a 100644 --- a/src/llamafactory/webui/components/export.py +++ b/src/llamafactory/webui/components/export.py @@ -84,6 +84,7 @@ def save_model( export_quantization_dataset=export_quantization_dataset, export_device=export_device, export_legacy_format=export_legacy_format, + trust_remote_code=True, ) if checkpoint_path: From 96f8f103e58a8ff307b0ce36c967de04f452434a Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 19 Dec 2024 07:12:31 +0000 Subject: [PATCH 039/187] add swanlab --- src/llamafactory/hparams/finetuning_args.py | 16 +++++++++++++++- src/llamafactory/train/sft/trainer.py | 5 ++++- src/llamafactory/train/trainer_utils.py | 11 ++++++++++- src/llamafactory/webui/components/train.py | 12 ++++++++++++ src/llamafactory/webui/locales.py | 14 ++++++++++++++ src/llamafactory/webui/runner.py | 5 +++++ 6 files changed, 60 insertions(+), 3 deletions(-) diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 8cfea728cf..faf786d553 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -305,7 +305,21 @@ class BAdamArgument: @dataclass -class FinetuningArguments(FreezeArguments, LoraArguments, RLHFArguments, GaloreArguments, BAdamArgument): +class SwanLabArguments: + use_swanlab: bool = field( + default=False, + metadata={"help": ""}, + ) + swanlab_name: str = field( + default="", + metadata={}, + ) + + +@dataclass +class FinetuningArguments( + FreezeArguments, LoraArguments, RLHFArguments, GaloreArguments, BAdamArgument, SwanLabArguments +): r""" Arguments pertaining to which techniques we are going to fine-tuning with. """ diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index 0f118bbb10..be095f6576 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -29,7 +29,7 @@ from ...extras.constants import IGNORE_INDEX from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import PissaConvertCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_swanlab_callback if TYPE_CHECKING: @@ -71,6 +71,9 @@ def __init__( self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) + if finetuning_args.use_swanlab: + self.add_callback(get_swanlab_callback(finetuning_args)) + @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index 7d916ec156..d33bc53840 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -40,7 +40,7 @@ if TYPE_CHECKING: - from transformers import PreTrainedModel, Seq2SeqTrainingArguments + from transformers import PreTrainedModel, Seq2SeqTrainingArguments, TrainerCallback from trl import AutoModelForCausalLMWithValueHead from ..hparams import DataArguments @@ -457,3 +457,12 @@ def get_batch_logps( labels[labels == label_pad_token_id] = 0 # dummy token per_token_logps = torch.gather(logits.log_softmax(-1), dim=2, index=labels.unsqueeze(2)).squeeze(2) return (per_token_logps * loss_mask).sum(-1), loss_mask.sum(-1) + + +def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCallback": + r""" + Gets the callback for logging to SwanLab. + """ + from swanlab.integration.huggingface import SwanLabCallback + + return SwanLabCallback() diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index bd53d163e7..bc776acd23 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -270,6 +270,18 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: ) ) + with gr.Accordion(open=False) as swanlab_tab: + with gr.Row(): + use_swanlab = gr.Checkbox() + + input_elems.update({use_swanlab}) + elem_dict.update( + dict( + swanlab_tab=swanlab_tab, + use_swanlab=use_swanlab, + ) + ) + with gr.Row(): cmd_preview_btn = gr.Button() arg_save_btn = gr.Button() diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 45b847b4cb..c88800d24e 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -1353,6 +1353,20 @@ "info": "비율-BAdam의 업데이트 비율.", }, }, + "swanlab_tab": { + "en": { + "label": "SwanLab configurations", + }, + "ru": { + "label": "Конфигурации SwanLab", + }, + "zh": { + "label": "SwanLab 参数设置", + }, + "ko": { + "label": "SwanLab 설정", + }, + }, "cmd_preview_btn": { "en": { "value": "Preview command", diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index da0a9c7ebc..7bd61390db 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -147,6 +147,7 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: report_to="all" if get("train.report_to") else "none", use_galore=get("train.use_galore"), use_badam=get("train.use_badam"), + use_swanlab=get("train.use_swanlab"), output_dir=get_save_dir(model_name, finetuning_type, get("train.output_dir")), fp16=(get("train.compute_type") == "fp16"), bf16=(get("train.compute_type") == "bf16"), @@ -228,6 +229,10 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: args["badam_switch_interval"] = get("train.badam_switch_interval") args["badam_update_ratio"] = get("train.badam_update_ratio") + # swanlab config + if get("train.use_swanlab"): + args["swanlab_name"] = get("train.swanlab_name") + # eval config if get("train.val_size") > 1e-6 and args["stage"] != "ppo": args["val_size"] = get("train.val_size") From c7cedc7569973a2879c689637b2923e8b26f1a81 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 19 Dec 2024 08:53:21 +0000 Subject: [PATCH 040/187] support disable shuffling --- .gitignore | 3 + src/llamafactory/hparams/finetuning_args.py | 4 + src/llamafactory/train/dpo/trainer.py | 13 +++- src/llamafactory/train/kto/trainer.py | 9 ++- src/llamafactory/train/pt/trainer.py | 17 ++++- src/llamafactory/train/rm/trainer.py | 7 ++ src/llamafactory/train/sft/trainer.py | 13 +++- tests/e2e/test_train.py | 4 +- tests/train/test_sft_trainer.py | 81 +++++++++++++++++++++ 9 files changed, 139 insertions(+), 12 deletions(-) create mode 100644 tests/train/test_sft_trainer.py diff --git a/.gitignore b/.gitignore index 88c36ca2e0..5e6121d3c3 100644 --- a/.gitignore +++ b/.gitignore @@ -172,3 +172,6 @@ saves/ output/ wandb/ generated_predictions.jsonl + +# unittest +dummy_dir/ diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 8cfea728cf..6d350a7321 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -342,6 +342,10 @@ class FinetuningArguments(FreezeArguments, LoraArguments, RLHFArguments, GaloreA default=False, metadata={"help": "Whether or not to compute the token-level accuracy at evaluation."}, ) + disable_shuffling: bool = field( + default=False, + metadata={"help": "Whether or not to disable the shuffling of the training set."}, + ) plot_loss: bool = field( default=False, metadata={"help": "Whether or not to save the training loss curves."}, diff --git a/src/llamafactory/train/dpo/trainer.py b/src/llamafactory/train/dpo/trainer.py index 7e76dee2d7..330de386b4 100644 --- a/src/llamafactory/train/dpo/trainer.py +++ b/src/llamafactory/train/dpo/trainer.py @@ -19,7 +19,7 @@ from collections import defaultdict from contextlib import nullcontext from types import MethodType -from typing import TYPE_CHECKING, Dict, Literal, Optional, Tuple, Union +from typing import TYPE_CHECKING, Dict, List, Literal, Optional, Tuple, Union import torch import torch.nn.functional as F @@ -119,6 +119,13 @@ def create_scheduler( create_custom_scheduler(self.args, num_training_steps, optimizer) return super().create_scheduler(num_training_steps, optimizer) + @override + def _get_train_sampler(self) -> Optional["torch.utils.data.Sampler"]: + if self.finetuning_args.disable_shuffling: + return torch.utils.data.SequentialSampler(self.train_dataset) + + return super()._get_train_sampler() + @override def get_batch_samples(self, epoch_iterator, num_batches): r""" @@ -266,7 +273,9 @@ def get_batch_loss_metrics( return losses.mean(), metrics @override - def compute_loss(self, model, inputs, return_outputs=False, **kwargs): + def compute_loss( + self, model: "PreTrainedModel", inputs: Dict[str, "torch.Tensor"], return_outputs: bool = False, **kwargs + ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" Fixes the loss value for transformers 4.46.0. https://github.com/huggingface/transformers/blob/v4.46.0/src/transformers/trainer.py#L3605 diff --git a/src/llamafactory/train/kto/trainer.py b/src/llamafactory/train/kto/trainer.py index e22b16a476..3d007ae70b 100644 --- a/src/llamafactory/train/kto/trainer.py +++ b/src/llamafactory/train/kto/trainer.py @@ -19,7 +19,7 @@ from collections import defaultdict from contextlib import nullcontext from types import MethodType -from typing import TYPE_CHECKING, Dict, Literal, Optional, Tuple, Union +from typing import TYPE_CHECKING, Dict, List, Literal, Optional, Tuple, Union import torch from transformers import Trainer @@ -119,6 +119,9 @@ def _get_train_sampler(self) -> Optional["torch.utils.data.Sampler"]: r""" Replaces the sequential sampler of KTO Trainer created by trl with the random sampler. """ + if self.finetuning_args.disable_shuffling: + return torch.utils.data.SequentialSampler(self.train_dataset) + return Trainer._get_train_sampler(self) @override @@ -245,7 +248,9 @@ def get_batch_loss_metrics( return losses, metrics @override - def compute_loss(self, model, inputs, return_outputs=False, **kwargs): + def compute_loss( + self, model: "PreTrainedModel", inputs: Dict[str, "torch.Tensor"], return_outputs: bool = False, **kwargs + ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" Fixes the loss value for transformers 4.46.0. https://github.com/huggingface/transformers/blob/v4.46.0/src/transformers/trainer.py#L3605 diff --git a/src/llamafactory/train/pt/trainer.py b/src/llamafactory/train/pt/trainer.py index 37dcadfd96..2e77ba4320 100644 --- a/src/llamafactory/train/pt/trainer.py +++ b/src/llamafactory/train/pt/trainer.py @@ -13,8 +13,9 @@ # limitations under the License. from types import MethodType -from typing import TYPE_CHECKING, Optional +from typing import TYPE_CHECKING, Dict, List, Optional, Tuple, Union +import torch from transformers import Trainer from typing_extensions import override @@ -24,8 +25,7 @@ if TYPE_CHECKING: - import torch - from transformers import ProcessorMixin + from transformers import PreTrainedModel, ProcessorMixin from ...hparams import FinetuningArguments @@ -70,7 +70,16 @@ def create_scheduler( return super().create_scheduler(num_training_steps, optimizer) @override - def compute_loss(self, model, inputs, return_outputs=False, **kwargs): + def _get_train_sampler(self) -> Optional["torch.utils.data.Sampler"]: + if self.finetuning_args.disable_shuffling: + return torch.utils.data.SequentialSampler(self.train_dataset) + + return super()._get_train_sampler() + + @override + def compute_loss( + self, model: "PreTrainedModel", inputs: Dict[str, "torch.Tensor"], return_outputs: bool = False, **kwargs + ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" Fixes the loss value for transformers 4.46.0. https://github.com/huggingface/transformers/blob/v4.46.0/src/transformers/trainer.py#L3605 diff --git a/src/llamafactory/train/rm/trainer.py b/src/llamafactory/train/rm/trainer.py index bccfdef5df..4b7408377e 100644 --- a/src/llamafactory/train/rm/trainer.py +++ b/src/llamafactory/train/rm/trainer.py @@ -81,6 +81,13 @@ def create_scheduler( create_custom_scheduler(self.args, num_training_steps, optimizer) return super().create_scheduler(num_training_steps, optimizer) + @override + def _get_train_sampler(self) -> Optional["torch.utils.data.Sampler"]: + if self.finetuning_args.disable_shuffling: + return torch.utils.data.SequentialSampler(self.train_dataset) + + return super()._get_train_sampler() + @override def compute_loss( self, model: "PreTrainedModel", inputs: Dict[str, "torch.Tensor"], return_outputs: bool = False, **kwargs diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index 0f118bbb10..3136d7fdc7 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -34,7 +34,7 @@ if TYPE_CHECKING: from torch.utils.data import Dataset - from transformers import PreTrainedTokenizer, ProcessorMixin + from transformers import PreTrainedModel, PreTrainedTokenizer, ProcessorMixin from transformers.trainer import PredictionOutput from ...hparams import FinetuningArguments @@ -85,7 +85,16 @@ def create_scheduler( return super().create_scheduler(num_training_steps, optimizer) @override - def compute_loss(self, model, inputs, return_outputs=False, **kwargs): + def _get_train_sampler(self) -> Optional["torch.utils.data.Sampler"]: + if self.finetuning_args.disable_shuffling: + return torch.utils.data.SequentialSampler(self.train_dataset) + + return super()._get_train_sampler() + + @override + def compute_loss( + self, model: "PreTrainedModel", inputs: Dict[str, "torch.Tensor"], return_outputs: bool = False, **kwargs + ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" Fixes the loss value for transformers 4.46.0. https://github.com/huggingface/transformers/blob/v4.46.0/src/transformers/trainer.py#L3605 diff --git a/tests/e2e/test_train.py b/tests/e2e/test_train.py index 71cda495a4..d1eae61728 100644 --- a/tests/e2e/test_train.py +++ b/tests/e2e/test_train.py @@ -60,12 +60,12 @@ ], ) def test_run_exp(stage: str, dataset: str): - output_dir = os.path.join("output", f"train_{stage}") + output_dir = os.path.join("output", f"dummy_dir/train_{stage}") run_exp({"stage": stage, "dataset": dataset, "output_dir": output_dir, **TRAIN_ARGS}) assert os.path.exists(output_dir) def test_export(): - export_dir = os.path.join("output", "llama3_export") + export_dir = os.path.join("output", "dummy_dir/llama3_export") export_model({"export_dir": export_dir, **INFER_ARGS}) assert os.path.exists(export_dir) diff --git a/tests/train/test_sft_trainer.py b/tests/train/test_sft_trainer.py new file mode 100644 index 0000000000..e4391c10de --- /dev/null +++ b/tests/train/test_sft_trainer.py @@ -0,0 +1,81 @@ +# Copyright 2024 the LlamaFactory team. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import os +from dataclasses import dataclass, field +from typing import Any, Dict, List + +import pytest +from transformers import DataCollatorWithPadding + +from llamafactory.data import get_dataset, get_template_and_fix_tokenizer +from llamafactory.hparams import get_train_args +from llamafactory.model import load_model, load_tokenizer +from llamafactory.train.sft.trainer import CustomSeq2SeqTrainer + + +DEMO_DATA = os.getenv("DEMO_DATA", "llamafactory/demo_data") + +TINY_LLAMA = os.getenv("TINY_LLAMA", "llamafactory/tiny-random-Llama-3") + +TRAIN_ARGS = { + "model_name_or_path": TINY_LLAMA, + "stage": "sft", + "do_train": True, + "finetuning_type": "lora", + "dataset": "llamafactory/tiny-supervised-dataset", + "dataset_dir": "ONLINE", + "template": "llama3", + "cutoff_len": 1024, + "overwrite_cache": False, + "overwrite_output_dir": True, + "per_device_train_batch_size": 1, + "max_steps": 1, +} + + +@dataclass +class DataCollatorWithVerbose(DataCollatorWithPadding): + verbose_list: List[Dict[str, Any]] = field(default_factory=list) + + def __call__(self, features: List[Dict[str, Any]]) -> Dict[str, Any]: + self.verbose_list.extend(features) + batch = super().__call__(features) + return {k: v[:, :1] for k, v in batch.items()} # truncate input length + + +@pytest.mark.parametrize("disable_shuffling", [False, True]) +def test_shuffle(disable_shuffling: bool): + model_args, data_args, training_args, finetuning_args, _ = get_train_args( + {"output_dir": f"dummy_dir/{disable_shuffling}", "disable_shuffling": disable_shuffling, **TRAIN_ARGS} + ) + tokenizer_module = load_tokenizer(model_args) + tokenizer = tokenizer_module["tokenizer"] + template = get_template_and_fix_tokenizer(tokenizer, data_args) + dataset_module = get_dataset(template, model_args, data_args, training_args, stage="sft", **tokenizer_module) + model = load_model(tokenizer, model_args, finetuning_args, training_args.do_train) + data_collator = DataCollatorWithVerbose(tokenizer=tokenizer) + trainer = CustomSeq2SeqTrainer( + model=model, + args=training_args, + finetuning_args=finetuning_args, + data_collator=data_collator, + **dataset_module, + **tokenizer_module, + ) + trainer.train() + if disable_shuffling: + assert data_collator.verbose_list[0]["input_ids"] == dataset_module["train_dataset"][0]["input_ids"] + else: + assert data_collator.verbose_list[0]["input_ids"] != dataset_module["train_dataset"][0]["input_ids"] From d5cf87990e5bea920ecd1561def09fa17cf328b1 Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Thu, 19 Dec 2024 18:47:27 +0800 Subject: [PATCH 041/187] feat: swanlab params --- src/llamafactory/hparams/finetuning_args.py | 26 ++++++++++++++++++--- src/llamafactory/train/trainer_utils.py | 16 +++++++++++-- 2 files changed, 37 insertions(+), 5 deletions(-) diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index faf786d553..591943292d 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -308,11 +308,31 @@ class BAdamArgument: class SwanLabArguments: use_swanlab: bool = field( default=False, - metadata={"help": ""}, + metadata={"help": "Whether or not to use the SwanLab (an experiment tracking and visualization tools)."}, ) - swanlab_name: str = field( + swanlab_project: str = field( default="", - metadata={}, + metadata={"help": "The project name in SwanLab."}, + ) + swanlab_workspace: str = field( + default="", + metadata={"help": "The workspace name in SwanLab."}, + ) + swanlab_experiment_name: str = field( + default="", + metadata={"help": "The experiment name in SwanLab."}, + ) + swanlab_description: str = field( + default="", + metadata={"help": "The experiment description in SwanLab."}, + ) + swanlab_mode: Literal["cloud", "local", "disabled"] = field( + default="cloud", + metadata={"help": "The mode of SwanLab."}, + ) + swanlab_api_key: str = field( + default="", + metadata={"help": "The API key for SwanLab."}, ) diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index d33bc53840..e13fe55227 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -463,6 +463,18 @@ def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCall r""" Gets the callback for logging to SwanLab. """ - from swanlab.integration.huggingface import SwanLabCallback + import swanlab + from swanlab.integration.transformers import SwanLabCallback + + if finetuning_args.swanlab_api_key is not None: + swanlab.login(api_key=finetuning_args.swanlab_api_key) + + swanlab_callback = SwanLabCallback( + project=finetuning_args.swanlab_project, + workspace=finetuning_args.swanlab_workspace, + experiment_name=finetuning_args.swanlab_experiment_name, + description=finetuning_args.swanlab_description, + mode=finetuning_args.swanlab_mode, + ) - return SwanLabCallback() + return swanlab_callback \ No newline at end of file From 8c2df41b937f491f7ebf593b20c65a19738c7642 Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Thu, 19 Dec 2024 19:04:19 +0800 Subject: [PATCH 042/187] feat: optimize frontend --- src/llamafactory/train/trainer_utils.py | 2 +- src/llamafactory/webui/components/train.py | 12 +++ src/llamafactory/webui/locales.py | 106 +++++++++++++++++++++ src/llamafactory/webui/runner.py | 8 +- 4 files changed, 126 insertions(+), 2 deletions(-) diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index e13fe55227..583ca3ee9d 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -465,7 +465,7 @@ def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCall """ import swanlab from swanlab.integration.transformers import SwanLabCallback - + if finetuning_args.swanlab_api_key is not None: swanlab.login(api_key=finetuning_args.swanlab_api_key) diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index bc776acd23..f905e43ebb 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -273,12 +273,24 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: with gr.Accordion(open=False) as swanlab_tab: with gr.Row(): use_swanlab = gr.Checkbox() + swanlab_api_key = gr.Textbox(value="", placeholder="API key", interactive=True) + swanlab_project = gr.Textbox(value="", placeholder="Project name", interactive=True) + swanlab_workspace = gr.Textbox(value="", placeholder="Workspace name", interactive=True) + swanlab_experiment_name = gr.Textbox(value="", placeholder="Experiment name", interactive=True) + swanlab_description = gr.Textbox(value="", placeholder="Experiment description", interactive=True) + swanlab_mode = gr.Dropdown(choices=["cloud", "local", "disabled"], value="cloud", interactive=True) input_elems.update({use_swanlab}) elem_dict.update( dict( swanlab_tab=swanlab_tab, use_swanlab=use_swanlab, + swanlab_api_key=swanlab_api_key, + swanlab_project=swanlab_project, + swanlab_workspace=swanlab_workspace, + swanlab_experiment_name=swanlab_experiment_name, + swanlab_description=swanlab_description, + swanlab_mode=swanlab_mode, ) ) diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index c88800d24e..2167bfd1ca 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -1367,6 +1367,112 @@ "label": "SwanLab 설정", }, }, + "use_swanlab": { + "en": { + "label": "Use SwanLab", + "info": "Enable SwanLab for experiment tracking and visualization.", + }, + "ru": { + "label": "Использовать SwanLab", + "info": "Включить SwanLab для отслеживания и визуализации экспериментов.", + }, + "zh": { + "label": "使用 SwanLab", + "info": "启用 SwanLab 进行实验跟踪和可视化。", + }, + "ko": { + "label": "SwanLab 사용", + "info": "SwanLab를 사용하여 실험을 추적하고 시각화합니다.", + }, + }, + "swanlab_api_key": { + "en": { + "label": "API key", + "info": "The API key for SwanLab.", + }, + "ru": { + "label": "API ключ", + "info": "API ключ для SwanLab.", + }, + "zh": { + "label": "API 密钥", + "info": "SwanLab 的 API 密钥。", + }, + "ko": { + "label": "API 키", + "info": "SwanLab의 API 키.", + }, + }, + "swanlab_project": { + "en": { + "label": "SwanLab project", + }, + "ru": { + "label": "Проект SwanLab", + }, + "zh": { + "label": "SwanLab 项目", + }, + "ko": { + "label": "SwanLab 프로젝트", + }, + }, + "swanlab_workspace": { + "en": { + "label": "SwanLab workspace", + }, + "ru": { + "label": "Рабочая область SwanLab", + }, + "zh": { + "label": "SwanLab 工作区", + }, + "ko": { + "label": "SwanLab 작업 영역", + }, + }, + "swanlab_experiment_name": { + "en": { + "label": "SwanLab experiment name", + }, + "ru": { + "label": "Имя эксперимента SwanLab", + }, + "zh": { + "label": "SwanLab 实验名称", + }, + "ko": { + "label": "SwanLab 실험 이름", + }, + }, + "swanlab_description": { + "en": { + "label": "SwanLab experiment description", + }, + "ru": { + "label": "Описание эксперимента SwanLab", + }, + "zh": { + "label": "SwanLab 实验描述", + }, + "ko": { + "label": "SwanLab 실험 설명", + }, + }, + "swanlab_mode": { + "en": { + "label": "SwanLab mode", + }, + "ru": { + "label": "Режим SwanLab", + }, + "zh": { + "label": "SwanLab 模式", + }, + "ko": { + "label": "SwanLab 모드", + }, + }, "cmd_preview_btn": { "en": { "value": "Preview command", diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index 7bd61390db..6c2b4feb69 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -231,7 +231,13 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: # swanlab config if get("train.use_swanlab"): - args["swanlab_name"] = get("train.swanlab_name") + args["swanlab_api_key"] = get("train.swanlab_api_key") + args["swanlab_project"] = get("train.swanlab_project") + args["swanlab_workspace"] = get("train.swanlab_workspace") + args["swanlab_experiment_name"] = get("train.swanlab_experiment_name") + args["swanlab_description"] = get("train.swanlab_description") + args["swanlab_mode"] = get("train.swanlab_mode") + # eval config if get("train.val_size") > 1e-6 and args["stage"] != "ppo": From d4c1fda1ad19e73484d8d51d81e490cdb8781955 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 19 Dec 2024 12:16:30 +0000 Subject: [PATCH 043/187] fix #6391 --- .gitignore | 3 --- src/llamafactory/hparams/generating_args.py | 11 ++++++++++- src/llamafactory/train/sft/trainer.py | 10 +++------- src/llamafactory/train/sft/workflow.py | 4 ++-- tests/e2e/test_train.py | 4 ++-- tests/train/test_sft_trainer.py | 6 +++++- 6 files changed, 22 insertions(+), 16 deletions(-) diff --git a/.gitignore b/.gitignore index 5e6121d3c3..88c36ca2e0 100644 --- a/.gitignore +++ b/.gitignore @@ -172,6 +172,3 @@ saves/ output/ wandb/ generated_predictions.jsonl - -# unittest -dummy_dir/ diff --git a/src/llamafactory/hparams/generating_args.py b/src/llamafactory/hparams/generating_args.py index 2b8e05a426..377fea152a 100644 --- a/src/llamafactory/hparams/generating_args.py +++ b/src/llamafactory/hparams/generating_args.py @@ -15,6 +15,8 @@ from dataclasses import asdict, dataclass, field from typing import Any, Dict, Optional +from transformers import GenerationConfig + @dataclass class GeneratingArguments: @@ -69,10 +71,17 @@ class GeneratingArguments: metadata={"help": "Whether or not to remove special tokens in the decoding."}, ) - def to_dict(self) -> Dict[str, Any]: + def to_dict(self, obey_generation_config: bool = False) -> Dict[str, Any]: args = asdict(self) if args.get("max_new_tokens", -1) > 0: args.pop("max_length", None) else: args.pop("max_new_tokens", None) + + if obey_generation_config: + generation_config = GenerationConfig() + for key in list(args.keys()): + if not hasattr(generation_config, key): + args.pop(key) + return args diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index 3136d7fdc7..b10ebf6900 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -151,7 +151,7 @@ def _pad_tensors_to_target_len(self, src_tensor: "torch.Tensor", tgt_tensor: "to return padded_tensor.contiguous() # in contiguous memory def save_predictions( - self, dataset: "Dataset", predict_results: "PredictionOutput", gen_kwargs: Dict[str, Any] + self, dataset: "Dataset", predict_results: "PredictionOutput", skip_special_tokens: bool = True ) -> None: r""" Saves model predictions to `output_dir`. @@ -179,12 +179,8 @@ def save_predictions( preds[i] = np.concatenate((preds[i][pad_len[0] :], preds[i][: pad_len[0]]), axis=-1) decoded_inputs = self.processing_class.batch_decode(dataset["input_ids"], skip_special_tokens=False) - decoded_preds = self.processing_class.batch_decode( - preds, skip_special_tokens=gen_kwargs["skip_special_tokens"] - ) - decoded_labels = self.processing_class.batch_decode( - labels, skip_special_tokens=gen_kwargs["skip_special_tokens"] - ) + decoded_preds = self.processing_class.batch_decode(preds, skip_special_tokens=skip_special_tokens) + decoded_labels = self.processing_class.batch_decode(labels, skip_special_tokens=skip_special_tokens) with open(output_prediction_file, "w", encoding="utf-8") as f: for text, pred, label in zip(decoded_inputs, decoded_preds, decoded_labels): diff --git a/src/llamafactory/train/sft/workflow.py b/src/llamafactory/train/sft/workflow.py index b290af0d91..5f4a09cc14 100644 --- a/src/llamafactory/train/sft/workflow.py +++ b/src/llamafactory/train/sft/workflow.py @@ -91,7 +91,7 @@ def run_sft( ) # Keyword arguments for `model.generate` - gen_kwargs = generating_args.to_dict() + gen_kwargs = generating_args.to_dict(obey_generation_config=True) gen_kwargs["eos_token_id"] = [tokenizer.eos_token_id] + tokenizer.additional_special_tokens_ids gen_kwargs["pad_token_id"] = tokenizer.pad_token_id gen_kwargs["logits_processor"] = get_logits_processor() @@ -130,7 +130,7 @@ def run_sft( predict_results.metrics.pop("predict_loss", None) trainer.log_metrics("predict", predict_results.metrics) trainer.save_metrics("predict", predict_results.metrics) - trainer.save_predictions(dataset_module["eval_dataset"], predict_results, gen_kwargs) + trainer.save_predictions(dataset_module["eval_dataset"], predict_results, generating_args.skip_special_tokens) # Create model card create_modelcard_and_push(trainer, model_args, data_args, training_args, finetuning_args) diff --git a/tests/e2e/test_train.py b/tests/e2e/test_train.py index d1eae61728..71cda495a4 100644 --- a/tests/e2e/test_train.py +++ b/tests/e2e/test_train.py @@ -60,12 +60,12 @@ ], ) def test_run_exp(stage: str, dataset: str): - output_dir = os.path.join("output", f"dummy_dir/train_{stage}") + output_dir = os.path.join("output", f"train_{stage}") run_exp({"stage": stage, "dataset": dataset, "output_dir": output_dir, **TRAIN_ARGS}) assert os.path.exists(output_dir) def test_export(): - export_dir = os.path.join("output", "dummy_dir/llama3_export") + export_dir = os.path.join("output", "llama3_export") export_model({"export_dir": export_dir, **INFER_ARGS}) assert os.path.exists(export_dir) diff --git a/tests/train/test_sft_trainer.py b/tests/train/test_sft_trainer.py index e4391c10de..75231d205a 100644 --- a/tests/train/test_sft_trainer.py +++ b/tests/train/test_sft_trainer.py @@ -58,7 +58,11 @@ def __call__(self, features: List[Dict[str, Any]]) -> Dict[str, Any]: @pytest.mark.parametrize("disable_shuffling", [False, True]) def test_shuffle(disable_shuffling: bool): model_args, data_args, training_args, finetuning_args, _ = get_train_args( - {"output_dir": f"dummy_dir/{disable_shuffling}", "disable_shuffling": disable_shuffling, **TRAIN_ARGS} + { + "output_dir": os.path.join("output", f"shuffle{str(disable_shuffling).lower()}"), + "disable_shuffling": disable_shuffling, + **TRAIN_ARGS, + } ) tokenizer_module = load_tokenizer(model_args) tokenizer = tokenizer_module["tokenizer"] From 330691962960fdd2053236e43a919e8f15e2bf27 Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Thu, 19 Dec 2024 20:18:59 +0800 Subject: [PATCH 044/187] fix: string --- src/llamafactory/hparams/finetuning_args.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 591943292d..72b6a0a909 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -311,19 +311,19 @@ class SwanLabArguments: metadata={"help": "Whether or not to use the SwanLab (an experiment tracking and visualization tools)."}, ) swanlab_project: str = field( - default="", + default=None, metadata={"help": "The project name in SwanLab."}, ) swanlab_workspace: str = field( - default="", + default=None, metadata={"help": "The workspace name in SwanLab."}, ) swanlab_experiment_name: str = field( - default="", + default=None, metadata={"help": "The experiment name in SwanLab."}, ) swanlab_description: str = field( - default="", + default=None, metadata={"help": "The experiment description in SwanLab."}, ) swanlab_mode: Literal["cloud", "local", "disabled"] = field( @@ -331,7 +331,7 @@ class SwanLabArguments: metadata={"help": "The mode of SwanLab."}, ) swanlab_api_key: str = field( - default="", + default=None, metadata={"help": "The API key for SwanLab."}, ) From 7eb49e5ffaea59d8a2756ae7ff55bd57b9077f4b Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Thu, 19 Dec 2024 20:22:36 +0800 Subject: [PATCH 045/187] docs: config framework --- src/llamafactory/hparams/finetuning_args.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 72b6a0a909..aaa28a6af7 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -334,6 +334,10 @@ class SwanLabArguments: default=None, metadata={"help": "The API key for SwanLab."}, ) + swanlab_config: dict = field( + default={"Framework": "🦙LLaMA Factory"}, + metadata={"help": "The configuration file for SwanLab."}, + ) @dataclass From d0eb64d5e3472a166c9adac4cb4ba06bdd663e46 Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Thu, 19 Dec 2024 21:08:16 +0800 Subject: [PATCH 046/187] fix: bugs --- src/llamafactory/hparams/finetuning_args.py | 4 ---- src/llamafactory/train/trainer_utils.py | 1 + src/llamafactory/webui/components/train.py | 2 +- 3 files changed, 2 insertions(+), 5 deletions(-) diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index aaa28a6af7..72b6a0a909 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -334,10 +334,6 @@ class SwanLabArguments: default=None, metadata={"help": "The API key for SwanLab."}, ) - swanlab_config: dict = field( - default={"Framework": "🦙LLaMA Factory"}, - metadata={"help": "The configuration file for SwanLab."}, - ) @dataclass diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index 583ca3ee9d..2a50bf71ac 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -475,6 +475,7 @@ def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCall experiment_name=finetuning_args.swanlab_experiment_name, description=finetuning_args.swanlab_description, mode=finetuning_args.swanlab_mode, + config={"Framework": "🦙LLaMA Factory"}, ) return swanlab_callback \ No newline at end of file diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index f905e43ebb..6b14bb81eb 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -280,7 +280,7 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: swanlab_description = gr.Textbox(value="", placeholder="Experiment description", interactive=True) swanlab_mode = gr.Dropdown(choices=["cloud", "local", "disabled"], value="cloud", interactive=True) - input_elems.update({use_swanlab}) + input_elems.update({use_swanlab, swanlab_api_key, swanlab_project, swanlab_workspace, swanlab_experiment_name, swanlab_description, swanlab_mode}) elem_dict.update( dict( swanlab_tab=swanlab_tab, From 0a52962db365e7456c858a8e58c19313f19d1e09 Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Thu, 19 Dec 2024 21:26:02 +0800 Subject: [PATCH 047/187] fix: text --- src/llamafactory/webui/components/train.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index 6b14bb81eb..d7237bd681 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -273,12 +273,12 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: with gr.Accordion(open=False) as swanlab_tab: with gr.Row(): use_swanlab = gr.Checkbox() - swanlab_api_key = gr.Textbox(value="", placeholder="API key", interactive=True) - swanlab_project = gr.Textbox(value="", placeholder="Project name", interactive=True) - swanlab_workspace = gr.Textbox(value="", placeholder="Workspace name", interactive=True) + swanlab_project = gr.Textbox(value="LLaMA-Factory", placeholder="Project name", interactive=True) swanlab_experiment_name = gr.Textbox(value="", placeholder="Experiment name", interactive=True) swanlab_description = gr.Textbox(value="", placeholder="Experiment description", interactive=True) swanlab_mode = gr.Dropdown(choices=["cloud", "local", "disabled"], value="cloud", interactive=True) + swanlab_workspace = gr.Textbox(value="", placeholder="Workspace name", interactive=True) + swanlab_api_key = gr.Textbox(value="", placeholder="API key", interactive=True) input_elems.update({use_swanlab, swanlab_api_key, swanlab_project, swanlab_workspace, swanlab_experiment_name, swanlab_description, swanlab_mode}) elem_dict.update( From 5f6dafd70e962b8fe9a294d555133002135f80df Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Fri, 20 Dec 2024 11:03:02 +0800 Subject: [PATCH 048/187] feat: ui improve --- src/llamafactory/hparams/finetuning_args.py | 6 +- src/llamafactory/train/trainer_utils.py | 1 - src/llamafactory/webui/components/train.py | 6 +- src/llamafactory/webui/locales.py | 71 ++++++++++----------- src/llamafactory/webui/runner.py | 1 - 5 files changed, 36 insertions(+), 49 deletions(-) diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 72b6a0a909..b39e9f18f1 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -322,11 +322,7 @@ class SwanLabArguments: default=None, metadata={"help": "The experiment name in SwanLab."}, ) - swanlab_description: str = field( - default=None, - metadata={"help": "The experiment description in SwanLab."}, - ) - swanlab_mode: Literal["cloud", "local", "disabled"] = field( + swanlab_mode: Literal["cloud", "local"] = field( default="cloud", metadata={"help": "The mode of SwanLab."}, ) diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index 2a50bf71ac..5b8fb4037a 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -473,7 +473,6 @@ def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCall project=finetuning_args.swanlab_project, workspace=finetuning_args.swanlab_workspace, experiment_name=finetuning_args.swanlab_experiment_name, - description=finetuning_args.swanlab_description, mode=finetuning_args.swanlab_mode, config={"Framework": "🦙LLaMA Factory"}, ) diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index d7237bd681..8766d5b992 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -275,12 +275,11 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: use_swanlab = gr.Checkbox() swanlab_project = gr.Textbox(value="LLaMA-Factory", placeholder="Project name", interactive=True) swanlab_experiment_name = gr.Textbox(value="", placeholder="Experiment name", interactive=True) - swanlab_description = gr.Textbox(value="", placeholder="Experiment description", interactive=True) - swanlab_mode = gr.Dropdown(choices=["cloud", "local", "disabled"], value="cloud", interactive=True) swanlab_workspace = gr.Textbox(value="", placeholder="Workspace name", interactive=True) swanlab_api_key = gr.Textbox(value="", placeholder="API key", interactive=True) + swanlab_mode = gr.Dropdown(choices=["cloud", "local", "disabled"], value="cloud", interactive=True) - input_elems.update({use_swanlab, swanlab_api_key, swanlab_project, swanlab_workspace, swanlab_experiment_name, swanlab_description, swanlab_mode}) + input_elems.update({use_swanlab, swanlab_api_key, swanlab_project, swanlab_workspace, swanlab_experiment_name, swanlab_mode}) elem_dict.update( dict( swanlab_tab=swanlab_tab, @@ -289,7 +288,6 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: swanlab_project=swanlab_project, swanlab_workspace=swanlab_workspace, swanlab_experiment_name=swanlab_experiment_name, - swanlab_description=swanlab_description, swanlab_mode=swanlab_mode, ) ) diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 2167bfd1ca..e267b63cf4 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -1387,90 +1387,85 @@ }, "swanlab_api_key": { "en": { - "label": "API key", - "info": "The API key for SwanLab.", + "label": "API Key(optional)", + "info": "API key for SwanLab. Once logged in, no need to login again in the programming environment.", }, "ru": { - "label": "API ключ", - "info": "API ключ для SwanLab.", + "label": "API ключ(Необязательный)", + "info": "API ключ для SwanLab. После входа в программное окружение, нет необходимости входить снова.", }, "zh": { - "label": "API 密钥", - "info": "SwanLab 的 API 密钥。", + "label": "API密钥(选填)", + "info": "用于在编程环境登录SwanLab,已登录则无需填写。", }, "ko": { - "label": "API 키", - "info": "SwanLab의 API 키.", + "label": "API 키(선택 사항)", + "info": "SwanLab의 API 키. 프로그래밍 환경에 로그인한 후 다시 로그인할 필요가 없습니다.", }, }, "swanlab_project": { "en": { - "label": "SwanLab project", + "label": "Project(optional)", }, "ru": { - "label": "Проект SwanLab", + "label": "Проект(Необязательный)", }, "zh": { - "label": "SwanLab 项目", + "label": "项目(选填)", }, "ko": { - "label": "SwanLab 프로젝트", + "label": "프로젝트(선택 사항)", }, }, "swanlab_workspace": { "en": { - "label": "SwanLab workspace", + "label": "Workspace(optional)", + "info": "Workspace for SwanLab. If not filled, it defaults to the personal workspace.", + }, "ru": { - "label": "Рабочая область SwanLab", + "label": "Рабочая область(Необязательный)", + "info": "Рабочая область SwanLab, если не заполнено, то по умолчанию в личной рабочей области.", }, "zh": { - "label": "SwanLab 工作区", + "label": "Workspace(选填)", + "info": "SwanLab组织的工作区,如不填写则默认在个人工作区下", }, "ko": { - "label": "SwanLab 작업 영역", + "label": "작업 영역(선택 사항)", + "info": "SwanLab 조직의 작업 영역, 비어 있으면 기본적으로 개인 작업 영역에 있습니다.", }, }, "swanlab_experiment_name": { "en": { - "label": "SwanLab experiment name", + "label": "Experiment_name(optional)", }, "ru": { - "label": "Имя эксперимента SwanLab", + "label": "Имя эксперимента(Необязательный)", }, "zh": { - "label": "SwanLab 实验名称", + "label": "实验名(选填) ", }, "ko": { - "label": "SwanLab 실험 이름", - }, - }, - "swanlab_description": { - "en": { - "label": "SwanLab experiment description", - }, - "ru": { - "label": "Описание эксперимента SwanLab", - }, - "zh": { - "label": "SwanLab 实验描述", - }, - "ko": { - "label": "SwanLab 실험 설명", + "label": "실험 이름(선택 사항)", }, }, "swanlab_mode": { "en": { - "label": "SwanLab mode", + "label": "Mode", + "info": "Cloud or offline version.", }, "ru": { - "label": "Режим SwanLab", + "label": "Режим", + "info": "Версия в облаке или локальная версия.", }, "zh": { - "label": "SwanLab 模式", + "label": "模式", + "info": "云端版或离线版", }, "ko": { - "label": "SwanLab 모드", + "label": "모드", + "info": "클라우드 버전 또는 오프라인 버전.", }, }, "cmd_preview_btn": { diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index 6c2b4feb69..2b5c55b8a3 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -235,7 +235,6 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: args["swanlab_project"] = get("train.swanlab_project") args["swanlab_workspace"] = get("train.swanlab_workspace") args["swanlab_experiment_name"] = get("train.swanlab_experiment_name") - args["swanlab_description"] = get("train.swanlab_description") args["swanlab_mode"] = get("train.swanlab_mode") From 3a7ea2048a41eafc41fdca944e142f5a0f35a5b3 Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Fri, 20 Dec 2024 16:43:03 +0800 Subject: [PATCH 049/187] fix: by hiyouga suggestion --- src/llamafactory/hparams/finetuning_args.py | 4 ++-- src/llamafactory/train/dpo/trainer.py | 5 ++++- src/llamafactory/train/kto/trainer.py | 5 ++++- src/llamafactory/train/ppo/trainer.py | 5 ++++- src/llamafactory/train/pt/trainer.py | 5 ++++- src/llamafactory/train/rm/trainer.py | 5 ++++- src/llamafactory/webui/locales.py | 2 +- 7 files changed, 23 insertions(+), 8 deletions(-) diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index b39e9f18f1..4765e1a454 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -308,10 +308,10 @@ class BAdamArgument: class SwanLabArguments: use_swanlab: bool = field( default=False, - metadata={"help": "Whether or not to use the SwanLab (an experiment tracking and visualization tools)."}, + metadata={"help": "Whether or not to use the SwanLab (an experiment tracking and visualization tool)."}, ) swanlab_project: str = field( - default=None, + default="LLaMA Factory", metadata={"help": "The project name in SwanLab."}, ) swanlab_workspace: str = field( diff --git a/src/llamafactory/train/dpo/trainer.py b/src/llamafactory/train/dpo/trainer.py index 7e76dee2d7..0115f83440 100644 --- a/src/llamafactory/train/dpo/trainer.py +++ b/src/llamafactory/train/dpo/trainer.py @@ -31,7 +31,7 @@ from ...extras.constants import IGNORE_INDEX from ...extras.packages import is_transformers_version_equal_to_4_46 from ..callbacks import PissaConvertCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps, get_swanlab_callback if TYPE_CHECKING: @@ -106,6 +106,9 @@ def __init__( self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) + if finetuning_args.use_swanlab: + self.add_callback(get_swanlab_callback(finetuning_args)) + @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/train/kto/trainer.py b/src/llamafactory/train/kto/trainer.py index e22b16a476..7180237555 100644 --- a/src/llamafactory/train/kto/trainer.py +++ b/src/llamafactory/train/kto/trainer.py @@ -30,7 +30,7 @@ from ...extras.constants import IGNORE_INDEX from ...extras.packages import is_transformers_version_equal_to_4_46 from ..callbacks import SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps, get_swanlab_callback if TYPE_CHECKING: @@ -101,6 +101,9 @@ def __init__( self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) + if finetuning_args.use_swanlab: + self.add_callback(get_swanlab_callback(finetuning_args)) + @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/train/ppo/trainer.py b/src/llamafactory/train/ppo/trainer.py index 4ab7a11879..a60b7d7cda 100644 --- a/src/llamafactory/train/ppo/trainer.py +++ b/src/llamafactory/train/ppo/trainer.py @@ -40,7 +40,7 @@ from ...extras import logging from ...extras.misc import AverageMeter, count_parameters, get_current_device, get_logits_processor from ..callbacks import FixValueHeadModelCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_swanlab_callback from .ppo_utils import dump_layernorm, get_rewards_from_server, replace_model, restore_layernorm @@ -186,6 +186,9 @@ def __init__( self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) + if finetuning_args.use_swanlab: + self.add_callback(get_swanlab_callback(finetuning_args)) + def ppo_train(self, resume_from_checkpoint: Optional[str] = None) -> None: r""" Implements training loop for the PPO stage, like _inner_training_loop() in Huggingface's Trainer. diff --git a/src/llamafactory/train/pt/trainer.py b/src/llamafactory/train/pt/trainer.py index 37dcadfd96..5e4a513d23 100644 --- a/src/llamafactory/train/pt/trainer.py +++ b/src/llamafactory/train/pt/trainer.py @@ -20,7 +20,7 @@ from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import PissaConvertCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_swanlab_callback if TYPE_CHECKING: @@ -56,6 +56,9 @@ def __init__( self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) + if finetuning_args.use_swanlab: + self.add_callback(get_swanlab_callback(finetuning_args)) + @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/train/rm/trainer.py b/src/llamafactory/train/rm/trainer.py index bccfdef5df..458c40ff32 100644 --- a/src/llamafactory/train/rm/trainer.py +++ b/src/llamafactory/train/rm/trainer.py @@ -27,7 +27,7 @@ from ...extras import logging from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import FixValueHeadModelCallback, PissaConvertCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_swanlab_callback if TYPE_CHECKING: @@ -68,6 +68,9 @@ def __init__( self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) + if finetuning_args.use_swanlab: + self.add_callback(get_swanlab_callback(finetuning_args)) + @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index e267b63cf4..8b5baade55 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -1438,7 +1438,7 @@ }, "swanlab_experiment_name": { "en": { - "label": "Experiment_name(optional)", + "label": "Experiment name (optional)", }, "ru": { "label": "Имя эксперимента(Необязательный)", From 82e5d75014ffe5fbe762711adecf59c94ab29f59 Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Fri, 20 Dec 2024 18:26:02 +0800 Subject: [PATCH 050/187] fix: project blank --- src/llamafactory/hparams/finetuning_args.py | 2 +- src/llamafactory/webui/components/train.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 4765e1a454..4fa12ff309 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -311,7 +311,7 @@ class SwanLabArguments: metadata={"help": "Whether or not to use the SwanLab (an experiment tracking and visualization tool)."}, ) swanlab_project: str = field( - default="LLaMA Factory", + default="llamafactory", metadata={"help": "The project name in SwanLab."}, ) swanlab_workspace: str = field( diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index 8766d5b992..399823d84b 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -273,7 +273,7 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: with gr.Accordion(open=False) as swanlab_tab: with gr.Row(): use_swanlab = gr.Checkbox() - swanlab_project = gr.Textbox(value="LLaMA-Factory", placeholder="Project name", interactive=True) + swanlab_project = gr.Textbox(value="llamafactory", placeholder="Project name", interactive=True) swanlab_experiment_name = gr.Textbox(value="", placeholder="Experiment name", interactive=True) swanlab_workspace = gr.Textbox(value="", placeholder="Workspace name", interactive=True) swanlab_api_key = gr.Textbox(value="", placeholder="API key", interactive=True) From 744ef8c2688efad82028e22683e6c9d874af6823 Mon Sep 17 00:00:00 2001 From: ZeYi Lin <944270057@qq.com> Date: Sat, 21 Dec 2024 20:59:25 +0800 Subject: [PATCH 051/187] docs: use swanlab --- README.md | 21 ++++++++++++++++++++- README_zh.md | 22 +++++++++++++++++++++- 2 files changed, 41 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index d922900629..515ba5ffa7 100644 --- a/README.md +++ b/README.md @@ -54,6 +54,7 @@ Choose your path: - [Download from ModelScope Hub](#download-from-modelscope-hub) - [Download from Modelers Hub](#download-from-modelers-hub) - [Use W&B Logger](#use-wb-logger) + - [Use SwanLab Logger](#use-swanlab-logger) - [Projects using LLaMA Factory](#projects-using-llama-factory) - [License](#license) - [Citation](#citation) @@ -66,7 +67,7 @@ Choose your path: - **Scalable resources**: 16-bit full-tuning, freeze-tuning, LoRA and 2/3/4/5/6/8-bit QLoRA via AQLM/AWQ/GPTQ/LLM.int8/HQQ/EETQ. - **Advanced algorithms**: [GaLore](https://github.com/jiaweizzhao/GaLore), [BAdam](https://github.com/Ledzy/BAdam), [Adam-mini](https://github.com/zyushun/Adam-mini), DoRA, LongLoRA, LLaMA Pro, Mixture-of-Depths, LoRA+, LoftQ, PiSSA and Agent tuning. - **Practical tricks**: [FlashAttention-2](https://github.com/Dao-AILab/flash-attention), [Unsloth](https://github.com/unslothai/unsloth), [Liger Kernel](https://github.com/linkedin/Liger-Kernel), RoPE scaling, NEFTune and rsLoRA. -- **Experiment monitors**: LlamaBoard, TensorBoard, Wandb, MLflow, etc. +- **Experiment monitors**: LlamaBoard, TensorBoard, Wandb, MLflow, SwanLab, etc. - **Faster inference**: OpenAI-style API, Gradio UI and CLI with vLLM worker. ## Benchmark @@ -86,6 +87,8 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ ## Changelog +[24/12/21] We supported **[SwanLab](https://github.com/SwanHubX/SwanLab)** experiment tracking and visualization. See [this section](#use-swanlab-logger) for details. + [24/11/27] We supported fine-tuning the **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** model and the **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** dataset. [24/10/09] We supported downloading pre-trained models and datasets from the **[Modelers Hub](https://modelers.cn/models)**. See [this tutorial](#download-from-modelers-hub) for usage. @@ -633,6 +636,22 @@ run_name: test_run # optional Set `WANDB_API_KEY` to [your key](https://wandb.ai/authorize) when launching training tasks to log in with your W&B account. +### Use SwanLab Logger + +To use [SwanLab](https://github.com/SwanHubX/SwanLab) for logging experimental results, you need to add the following arguments to yaml files. + +```yaml +use_swanlab: true +swanlab_project: test_project # optional +swanlab_experiment_name: test_experiment # optional +``` + +When launching training tasks, you can log in to SwanLab in three ways: + +1. Add `swanlab_api_key=` to the yaml file, and set it to your [API key](https://swanlab.cn/settings). +2. Set the environment variable `SWANLAB_API_KEY` to your [API key](https://swanlab.cn/settings). +3. Use the `swanlab login` command to complete the login. + ## Projects using LLaMA Factory If you have a project that should be incorporated, please contact via email or create a pull request. diff --git a/README_zh.md b/README_zh.md index 4d7ed12908..dcfb489c06 100644 --- a/README_zh.md +++ b/README_zh.md @@ -55,6 +55,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 - [从魔搭社区下载](#从魔搭社区下载) - [从魔乐社区下载](#从魔乐社区下载) - [使用 W&B 面板](#使用-wb-面板) + - [使用 SwanLab 面板](#使用-swanlab-面板) - [使用了 LLaMA Factory 的项目](#使用了-llama-factory-的项目) - [协议](#协议) - [引用](#引用) @@ -67,7 +68,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 - **多种精度**:16 比特全参数微调、冻结微调、LoRA 微调和基于 AQLM/AWQ/GPTQ/LLM.int8/HQQ/EETQ 的 2/3/4/5/6/8 比特 QLoRA 微调。 - **先进算法**:[GaLore](https://github.com/jiaweizzhao/GaLore)、[BAdam](https://github.com/Ledzy/BAdam)、[Adam-mini](https://github.com/zyushun/Adam-mini)、DoRA、LongLoRA、LLaMA Pro、Mixture-of-Depths、LoRA+、LoftQ、PiSSA 和 Agent 微调。 - **实用技巧**:[FlashAttention-2](https://github.com/Dao-AILab/flash-attention)、[Unsloth](https://github.com/unslothai/unsloth)、[Liger Kernel](https://github.com/linkedin/Liger-Kernel)、RoPE scaling、NEFTune 和 rsLoRA。 -- **实验监控**:LlamaBoard、TensorBoard、Wandb、MLflow 等等。 +- **实验监控**:LlamaBoard、TensorBoard、Wandb、MLflow、SwanLab 等等。 - **极速推理**:基于 vLLM 的 OpenAI 风格 API、浏览器界面和命令行接口。 ## 性能指标 @@ -87,6 +88,8 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 ## 更新日志 +[24/12/21] 我们支持了 **[SwanLab](https://github.com/SwanHubX/SwanLab)** 跟踪与可视化实验。详细用法请参考 [此部分](#使用-wb-面板)。 + [24/11/27] 我们支持了 **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** 模型的微调和 **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** 数据集。 [24/10/09] 我们支持了从 **[魔乐社区](https://modelers.cn/models)** 下载预训练模型和数据集。详细用法请参照 [此教程](#从魔乐社区下载)。 @@ -634,6 +637,23 @@ run_name: test_run # 可选 在启动训练任务时,将 `WANDB_API_KEY` 设置为[密钥](https://wandb.ai/authorize)来登录 W&B 账户。 +### 使用 SwanLab 面板 + +若要使用 [SwanLab](https://github.com/SwanHubX/SwanLab) 记录实验数据,请在 yaml 文件中添加下面的参数。 + +```yaml +use_swanlab: true +swanlab_project: test_run # 可选 +swanlab_experiment_name: test_experiment # 可选 +``` + +在启动训练任务时,登录SwanLab账户有以下三种方式: + +方式一:在 yaml 文件中添加 `swanlab_api_key=` ,并设置为你的 [API 密钥](https://swanlab.cn/settings)。 +方式二:将环境变量 `SWANLAB_API_KEY` 设置为你的 [API 密钥](https://swanlab.cn/settings)。 +方式三:启动前使用 `swanlab login` 命令完成登录。 + + ## 使用了 LLaMA Factory 的项目 如果您有项目希望添加至下述列表,请通过邮件联系或者创建一个 PR。 From 84cd1188ac03c165e1a626db297936c2458627d6 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 19 Dec 2024 13:24:41 +0000 Subject: [PATCH 052/187] fix paligemma infer --- src/llamafactory/chat/hf_engine.py | 2 +- src/llamafactory/webui/locales.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/llamafactory/chat/hf_engine.py b/src/llamafactory/chat/hf_engine.py index 5a5c00c881..61f7f9a6a9 100644 --- a/src/llamafactory/chat/hf_engine.py +++ b/src/llamafactory/chat/hf_engine.py @@ -171,7 +171,7 @@ def _process_args( elif not isinstance(value, torch.Tensor): value = torch.tensor(value) - gen_kwargs[key] = value.to(model.device) + gen_kwargs[key] = value.to(dtype=model.dtype, device=model.device) return gen_kwargs, prompt_length diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 8b5baade55..64cdf1f52c 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -1119,7 +1119,7 @@ "info": "Нормализация оценок в тренировке PPO.", }, "zh": { - "label": "奖励模型", + "label": "归一化分数", "info": "PPO 训练中归一化奖励分数。", }, "ko": { From 5111cac6f8e7b77ef1ca1ff967734cfe1d6785f4 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 19 Dec 2024 14:57:09 +0000 Subject: [PATCH 053/187] support report custom args --- .gitignore | 1 + README.md | 14 ++--- README_zh.md | 15 +++-- setup.py | 1 + src/llamafactory/chat/hf_engine.py | 5 +- src/llamafactory/hparams/data_args.py | 7 ++- src/llamafactory/hparams/finetuning_args.py | 11 +++- src/llamafactory/hparams/model_args.py | 7 ++- src/llamafactory/train/callbacks.py | 57 +++++++++++++++++-- src/llamafactory/train/dpo/trainer.py | 10 +--- src/llamafactory/train/kto/trainer.py | 5 +- src/llamafactory/train/ppo/trainer.py | 5 +- src/llamafactory/train/pt/trainer.py | 10 +--- src/llamafactory/train/rm/trainer.py | 10 +--- src/llamafactory/train/sft/trainer.py | 10 +--- src/llamafactory/train/trainer_utils.py | 7 +-- src/llamafactory/train/tuner.py | 11 +++- src/llamafactory/webui/components/train.py | 18 +++--- src/llamafactory/webui/locales.py | 63 ++++++++++----------- src/llamafactory/webui/runner.py | 5 +- 20 files changed, 156 insertions(+), 116 deletions(-) diff --git a/.gitignore b/.gitignore index 88c36ca2e0..3e1f97dd7c 100644 --- a/.gitignore +++ b/.gitignore @@ -171,4 +171,5 @@ config/ saves/ output/ wandb/ +swanlog/ generated_predictions.jsonl diff --git a/README.md b/README.md index 515ba5ffa7..5b8b258f2a 100644 --- a/README.md +++ b/README.md @@ -4,7 +4,7 @@ [![GitHub Code License](https://img.shields.io/github/license/hiyouga/LLaMA-Factory)](LICENSE) [![GitHub last commit](https://img.shields.io/github/last-commit/hiyouga/LLaMA-Factory)](https://github.com/hiyouga/LLaMA-Factory/commits/main) [![PyPI](https://img.shields.io/pypi/v/llamafactory)](https://pypi.org/project/llamafactory/) -[![Citation](https://img.shields.io/badge/citation-93-green)](#projects-using-llama-factory) +[![Citation](https://img.shields.io/badge/citation-196-green)](https://scholar.google.com/scholar?cites=12620864006390196564) [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/hiyouga/LLaMA-Factory/pulls) [![Discord](https://dcbadge.vercel.app/api/server/rKfvV9r9FK?compact=true&style=flat)](https://discord.gg/rKfvV9r9FK) [![Twitter](https://img.shields.io/twitter/follow/llamafactory_ai)](https://twitter.com/llamafactory_ai) @@ -13,6 +13,7 @@ [![Spaces](https://img.shields.io/badge/🤗-Open%20in%20Spaces-blue)](https://huggingface.co/spaces/hiyouga/LLaMA-Board) [![Studios](https://img.shields.io/badge/ModelScope-Open%20in%20Studios-blue)](https://modelscope.cn/studios/hiyouga/LLaMA-Board) [![SageMaker](https://img.shields.io/badge/SageMaker-Open%20in%20AWS-blue)](https://aws.amazon.com/cn/blogs/china/a-one-stop-code-free-model-fine-tuning-deployment-platform-based-on-sagemaker-and-llama-factory/) +[![GitCode](https://gitcode.com/zhengyaowei/LLaMA-Factory/star/badge.svg)](https://gitcode.com/zhengyaowei/LLaMA-Factory) [![GitHub Tread](https://trendshift.io/api/badge/repositories/4535)](https://trendshift.io/repositories/4535) @@ -87,18 +88,18 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ ## Changelog -[24/12/21] We supported **[SwanLab](https://github.com/SwanHubX/SwanLab)** experiment tracking and visualization. See [this section](#use-swanlab-logger) for details. +[24/12/21] We supported using **[SwanLab](https://github.com/SwanHubX/SwanLab)** for experiment tracking and visualization. See [this section](#use-swanlab-logger) for details. [24/11/27] We supported fine-tuning the **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** model and the **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** dataset. [24/10/09] We supported downloading pre-trained models and datasets from the **[Modelers Hub](https://modelers.cn/models)**. See [this tutorial](#download-from-modelers-hub) for usage. +

Full Changelog + [24/09/19] We supported fine-tuning the **[Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/)** models. [24/08/30] We supported fine-tuning the **[Qwen2-VL](https://qwenlm.github.io/blog/qwen2-vl/)** models. Thank [@simonJJJ](https://github.com/simonJJJ)'s PR. -
Full Changelog - [24/08/27] We supported **[Liger Kernel](https://github.com/linkedin/Liger-Kernel)**. Try `enable_liger_kernel: true` for efficient training. [24/08/09] We supported **[Adam-mini](https://github.com/zyushun/Adam-mini)** optimizer. See [examples](examples/README.md) for usage. Thank [@relic-yuexi](https://github.com/relic-yuexi)'s PR. @@ -388,7 +389,7 @@ cd LLaMA-Factory pip install -e ".[torch,metrics]" ``` -Extra dependencies available: torch, torch-npu, metrics, deepspeed, liger-kernel, bitsandbytes, hqq, eetq, gptq, awq, aqlm, vllm, galore, badam, adam-mini, qwen, modelscope, openmind, quality +Extra dependencies available: torch, torch-npu, metrics, deepspeed, liger-kernel, bitsandbytes, hqq, eetq, gptq, awq, aqlm, vllm, galore, badam, adam-mini, qwen, modelscope, openmind, swanlab, quality > [!TIP] > Use `pip install --no-deps -e .` to resolve package conflicts. @@ -642,8 +643,7 @@ To use [SwanLab](https://github.com/SwanHubX/SwanLab) for logging experimental r ```yaml use_swanlab: true -swanlab_project: test_project # optional -swanlab_experiment_name: test_experiment # optional +swanlab_run_name: test_run # optional ``` When launching training tasks, you can log in to SwanLab in three ways: diff --git a/README_zh.md b/README_zh.md index dcfb489c06..72f3be0a43 100644 --- a/README_zh.md +++ b/README_zh.md @@ -4,7 +4,7 @@ [![GitHub Code License](https://img.shields.io/github/license/hiyouga/LLaMA-Factory)](LICENSE) [![GitHub last commit](https://img.shields.io/github/last-commit/hiyouga/LLaMA-Factory)](https://github.com/hiyouga/LLaMA-Factory/commits/main) [![PyPI](https://img.shields.io/pypi/v/llamafactory)](https://pypi.org/project/llamafactory/) -[![Citation](https://img.shields.io/badge/citation-93-green)](#使用了-llama-factory-的项目) +[![Citation](https://img.shields.io/badge/citation-196-green)](https://scholar.google.com/scholar?cites=12620864006390196564) [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/hiyouga/LLaMA-Factory/pulls) [![Discord](https://dcbadge.vercel.app/api/server/rKfvV9r9FK?compact=true&style=flat)](https://discord.gg/rKfvV9r9FK) [![Twitter](https://img.shields.io/twitter/follow/llamafactory_ai)](https://twitter.com/llamafactory_ai) @@ -13,6 +13,7 @@ [![Spaces](https://img.shields.io/badge/🤗-Open%20in%20Spaces-blue)](https://huggingface.co/spaces/hiyouga/LLaMA-Board) [![Studios](https://img.shields.io/badge/ModelScope-Open%20in%20Studios-blue)](https://modelscope.cn/studios/hiyouga/LLaMA-Board) [![SageMaker](https://img.shields.io/badge/SageMaker-Open%20in%20AWS-blue)](https://aws.amazon.com/cn/blogs/china/a-one-stop-code-free-model-fine-tuning-deployment-platform-based-on-sagemaker-and-llama-factory/) +[![GitCode](https://gitcode.com/zhengyaowei/LLaMA-Factory/star/badge.svg)](https://gitcode.com/zhengyaowei/LLaMA-Factory) [![GitHub Tread](https://trendshift.io/api/badge/repositories/4535)](https://trendshift.io/repositories/4535) @@ -88,18 +89,18 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 ## 更新日志 -[24/12/21] 我们支持了 **[SwanLab](https://github.com/SwanHubX/SwanLab)** 跟踪与可视化实验。详细用法请参考 [此部分](#使用-wb-面板)。 +[24/12/21] 我们支持了使用 **[SwanLab](https://github.com/SwanHubX/SwanLab)** 跟踪与可视化实验。详细用法请参考 [此部分](#使用-swanlab-面板)。 [24/11/27] 我们支持了 **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** 模型的微调和 **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** 数据集。 [24/10/09] 我们支持了从 **[魔乐社区](https://modelers.cn/models)** 下载预训练模型和数据集。详细用法请参照 [此教程](#从魔乐社区下载)。 +
展开日志 + [24/09/19] 我们支持了 **[Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/)** 模型的微调。 [24/08/30] 我们支持了 **[Qwen2-VL](https://qwenlm.github.io/blog/qwen2-vl/)** 模型的微调。感谢 [@simonJJJ](https://github.com/simonJJJ) 的 PR。 -
展开日志 - [24/08/27] 我们支持了 **[Liger Kernel](https://github.com/linkedin/Liger-Kernel)**。请使用 `enable_liger_kernel: true` 来加速训练。 [24/08/09] 我们支持了 **[Adam-mini](https://github.com/zyushun/Adam-mini)** 优化器。详细用法请参照 [examples](examples/README_zh.md)。感谢 [@relic-yuexi](https://github.com/relic-yuexi) 的 PR。 @@ -389,7 +390,7 @@ cd LLaMA-Factory pip install -e ".[torch,metrics]" ``` -可选的额外依赖项:torch、torch-npu、metrics、deepspeed、liger-kernel、bitsandbytes、hqq、eetq、gptq、awq、aqlm、vllm、galore、badam、adam-mini、qwen、modelscope、openmind、quality +可选的额外依赖项:torch、torch-npu、metrics、deepspeed、liger-kernel、bitsandbytes、hqq、eetq、gptq、awq、aqlm、vllm、galore、badam、adam-mini、qwen、modelscope、openmind、swanlab、quality > [!TIP] > 遇到包冲突时,可使用 `pip install --no-deps -e .` 解决。 @@ -643,8 +644,7 @@ run_name: test_run # 可选 ```yaml use_swanlab: true -swanlab_project: test_run # 可选 -swanlab_experiment_name: test_experiment # 可选 +swanlab_run_name: test_run # 可选 ``` 在启动训练任务时,登录SwanLab账户有以下三种方式: @@ -653,7 +653,6 @@ swanlab_experiment_name: test_experiment # 可选 方式二:将环境变量 `SWANLAB_API_KEY` 设置为你的 [API 密钥](https://swanlab.cn/settings)。 方式三:启动前使用 `swanlab login` 命令完成登录。 - ## 使用了 LLaMA Factory 的项目 如果您有项目希望添加至下述列表,请通过邮件联系或者创建一个 PR。 diff --git a/setup.py b/setup.py index 862e9b943c..bf7662c844 100644 --- a/setup.py +++ b/setup.py @@ -61,6 +61,7 @@ def get_console_scripts() -> List[str]: "qwen": ["transformers_stream_generator"], "modelscope": ["modelscope"], "openmind": ["openmind"], + "swanlab": ["swanlab"], "dev": ["pre-commit", "ruff", "pytest"], } diff --git a/src/llamafactory/chat/hf_engine.py b/src/llamafactory/chat/hf_engine.py index 61f7f9a6a9..d001386bc6 100644 --- a/src/llamafactory/chat/hf_engine.py +++ b/src/llamafactory/chat/hf_engine.py @@ -171,7 +171,10 @@ def _process_args( elif not isinstance(value, torch.Tensor): value = torch.tensor(value) - gen_kwargs[key] = value.to(dtype=model.dtype, device=model.device) + if torch.is_floating_point(value): + value = value.to(model.dtype) + + gen_kwargs[key] = value.to(model.device) return gen_kwargs, prompt_length diff --git a/src/llamafactory/hparams/data_args.py b/src/llamafactory/hparams/data_args.py index 2d7e30df96..a33e626773 100644 --- a/src/llamafactory/hparams/data_args.py +++ b/src/llamafactory/hparams/data_args.py @@ -15,8 +15,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -from dataclasses import dataclass, field -from typing import Literal, Optional +from dataclasses import asdict, dataclass, field +from typing import Any, Dict, Literal, Optional @dataclass @@ -161,3 +161,6 @@ def split_arg(arg): if self.mask_history and self.train_on_prompt: raise ValueError("`mask_history` is incompatible with `train_on_prompt`.") + + def to_dict(self) -> Dict[str, Any]: + return asdict(self) diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 44a3e36283..29e91a27c3 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -12,8 +12,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -from dataclasses import dataclass, field -from typing import List, Literal, Optional +from dataclasses import asdict, dataclass, field +from typing import Any, Dict, List, Literal, Optional @dataclass @@ -318,7 +318,7 @@ class SwanLabArguments: default=None, metadata={"help": "The workspace name in SwanLab."}, ) - swanlab_experiment_name: str = field( + swanlab_run_name: str = field( default=None, metadata={"help": "The experiment name in SwanLab."}, ) @@ -440,3 +440,8 @@ def split_arg(arg): if self.pissa_init: raise ValueError("`pissa_init` is only valid for LoRA training.") + + def to_dict(self) -> Dict[str, Any]: + args = asdict(self) + args = {k: f"<{k.upper()}>" if k.endswith("api_key") else v for k, v in args.items()} + return args diff --git a/src/llamafactory/hparams/model_args.py b/src/llamafactory/hparams/model_args.py index 6b25ea1688..bf3cf7f570 100644 --- a/src/llamafactory/hparams/model_args.py +++ b/src/llamafactory/hparams/model_args.py @@ -16,7 +16,7 @@ # limitations under the License. import json -from dataclasses import dataclass, field, fields +from dataclasses import asdict, dataclass, field, fields from typing import Any, Dict, Literal, Optional, Union import torch @@ -344,3 +344,8 @@ def copyfrom(cls, source: "Self", **kwargs) -> "Self": setattr(result, name, value) return result + + def to_dict(self) -> Dict[str, Any]: + args = asdict(self) + args = {k: f"<{k.upper()}>" if k.endswith("token") else v for k, v in args.items()} + return args diff --git a/src/llamafactory/train/callbacks.py b/src/llamafactory/train/callbacks.py index a2885cc611..189c753377 100644 --- a/src/llamafactory/train/callbacks.py +++ b/src/llamafactory/train/callbacks.py @@ -42,10 +42,13 @@ from safetensors import safe_open from safetensors.torch import save_file + if TYPE_CHECKING: from transformers import TrainerControl, TrainerState, TrainingArguments from trl import AutoModelForCausalLMWithValueHead + from ..hparams import DataArguments, FinetuningArguments, GeneratingArguments, ModelArguments + logger = logging.get_logger(__name__) @@ -101,9 +104,6 @@ class FixValueHeadModelCallback(TrainerCallback): @override def on_save(self, args: "TrainingArguments", state: "TrainerState", control: "TrainerControl", **kwargs): - r""" - Event called after a checkpoint save. - """ if args.should_save: output_dir = os.path.join(args.output_dir, f"{PREFIX_CHECKPOINT_DIR}-{state.global_step}") fix_valuehead_checkpoint( @@ -138,9 +138,6 @@ class PissaConvertCallback(TrainerCallback): @override def on_train_begin(self, args: "TrainingArguments", state: "TrainerState", control: "TrainerControl", **kwargs): - r""" - Event called at the beginning of training. - """ if args.should_save: model = kwargs.pop("model") pissa_init_dir = os.path.join(args.output_dir, "pissa_init") @@ -348,3 +345,51 @@ def on_prediction_step( remaining_time=self.remaining_time, ) self.thread_pool.submit(self._write_log, args.output_dir, logs) + + +class ReporterCallback(TrainerCallback): + r""" + A callback for reporting training status to external logger. + """ + + def __init__( + self, + model_args: "ModelArguments", + data_args: "DataArguments", + finetuning_args: "FinetuningArguments", + generating_args: "GeneratingArguments", + ) -> None: + self.model_args = model_args + self.data_args = data_args + self.finetuning_args = finetuning_args + self.generating_args = generating_args + os.environ["WANDB_PROJECT"] = os.getenv("WANDB_PROJECT", "llamafactory") + + @override + def on_train_begin(self, args: "TrainingArguments", state: "TrainerState", control: "TrainerControl", **kwargs): + if not state.is_world_process_zero: + return + + if "wandb" in args.report_to: + import wandb + + wandb.config.update( + { + "model_args": self.model_args.to_dict(), + "data_args": self.data_args.to_dict(), + "finetuning_args": self.finetuning_args.to_dict(), + "generating_args": self.generating_args.to_dict(), + } + ) + + if self.finetuning_args.use_swanlab: + import swanlab + + swanlab.config.update( + { + "model_args": self.model_args.to_dict(), + "data_args": self.data_args.to_dict(), + "finetuning_args": self.finetuning_args.to_dict(), + "generating_args": self.generating_args.to_dict(), + } + ) diff --git a/src/llamafactory/train/dpo/trainer.py b/src/llamafactory/train/dpo/trainer.py index 0ab177b42e..9d1e010477 100644 --- a/src/llamafactory/train/dpo/trainer.py +++ b/src/llamafactory/train/dpo/trainer.py @@ -30,8 +30,8 @@ from ...extras.constants import IGNORE_INDEX from ...extras.packages import is_transformers_version_equal_to_4_46 -from ..callbacks import PissaConvertCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps, get_swanlab_callback +from ..callbacks import SaveProcessorCallback +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps if TYPE_CHECKING: @@ -97,18 +97,12 @@ def __init__( if processor is not None: self.add_callback(SaveProcessorCallback(processor)) - if finetuning_args.pissa_convert: - self.callback_handler.add_callback(PissaConvertCallback) - if finetuning_args.use_badam: from badam import BAdamCallback, clip_grad_norm_old_version # type: ignore self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) - if finetuning_args.use_swanlab: - self.add_callback(get_swanlab_callback(finetuning_args)) - @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/train/kto/trainer.py b/src/llamafactory/train/kto/trainer.py index 1c6b5fe842..3d007ae70b 100644 --- a/src/llamafactory/train/kto/trainer.py +++ b/src/llamafactory/train/kto/trainer.py @@ -30,7 +30,7 @@ from ...extras.constants import IGNORE_INDEX from ...extras.packages import is_transformers_version_equal_to_4_46 from ..callbacks import SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps, get_swanlab_callback +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps if TYPE_CHECKING: @@ -101,9 +101,6 @@ def __init__( self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) - if finetuning_args.use_swanlab: - self.add_callback(get_swanlab_callback(finetuning_args)) - @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/train/ppo/trainer.py b/src/llamafactory/train/ppo/trainer.py index a60b7d7cda..4ab7a11879 100644 --- a/src/llamafactory/train/ppo/trainer.py +++ b/src/llamafactory/train/ppo/trainer.py @@ -40,7 +40,7 @@ from ...extras import logging from ...extras.misc import AverageMeter, count_parameters, get_current_device, get_logits_processor from ..callbacks import FixValueHeadModelCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_swanlab_callback +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler from .ppo_utils import dump_layernorm, get_rewards_from_server, replace_model, restore_layernorm @@ -186,9 +186,6 @@ def __init__( self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) - if finetuning_args.use_swanlab: - self.add_callback(get_swanlab_callback(finetuning_args)) - def ppo_train(self, resume_from_checkpoint: Optional[str] = None) -> None: r""" Implements training loop for the PPO stage, like _inner_training_loop() in Huggingface's Trainer. diff --git a/src/llamafactory/train/pt/trainer.py b/src/llamafactory/train/pt/trainer.py index ab4b008171..445462b944 100644 --- a/src/llamafactory/train/pt/trainer.py +++ b/src/llamafactory/train/pt/trainer.py @@ -20,8 +20,8 @@ from typing_extensions import override from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than -from ..callbacks import PissaConvertCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_swanlab_callback +from ..callbacks import SaveProcessorCallback +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler if TYPE_CHECKING: @@ -47,18 +47,12 @@ def __init__( if processor is not None: self.add_callback(SaveProcessorCallback(processor)) - if finetuning_args.pissa_convert: - self.add_callback(PissaConvertCallback) - if finetuning_args.use_badam: from badam import BAdamCallback, clip_grad_norm_old_version # type: ignore self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) - if finetuning_args.use_swanlab: - self.add_callback(get_swanlab_callback(finetuning_args)) - @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/train/rm/trainer.py b/src/llamafactory/train/rm/trainer.py index 244f460e67..347cae9ba4 100644 --- a/src/llamafactory/train/rm/trainer.py +++ b/src/llamafactory/train/rm/trainer.py @@ -26,8 +26,8 @@ from ...extras import logging from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than -from ..callbacks import FixValueHeadModelCallback, PissaConvertCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_swanlab_callback +from ..callbacks import FixValueHeadModelCallback, SaveProcessorCallback +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler if TYPE_CHECKING: @@ -59,18 +59,12 @@ def __init__( if processor is not None: self.add_callback(SaveProcessorCallback(processor)) - if finetuning_args.pissa_convert: - self.add_callback(PissaConvertCallback) - if finetuning_args.use_badam: from badam import BAdamCallback, clip_grad_norm_old_version # type: ignore self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) - if finetuning_args.use_swanlab: - self.add_callback(get_swanlab_callback(finetuning_args)) - @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index d1510bb2c4..6ba758cd64 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -28,8 +28,8 @@ from ...extras import logging from ...extras.constants import IGNORE_INDEX from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than -from ..callbacks import PissaConvertCallback, SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_swanlab_callback +from ..callbacks import SaveProcessorCallback +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler if TYPE_CHECKING: @@ -62,18 +62,12 @@ def __init__( if processor is not None: self.add_callback(SaveProcessorCallback(processor)) - if finetuning_args.pissa_convert: - self.add_callback(PissaConvertCallback) - if finetuning_args.use_badam: from badam import BAdamCallback, clip_grad_norm_old_version # type: ignore self.accelerator.clip_grad_norm_ = MethodType(clip_grad_norm_old_version, self.accelerator) self.add_callback(BAdamCallback) - if finetuning_args.use_swanlab: - self.add_callback(get_swanlab_callback(finetuning_args)) - @override def create_optimizer(self) -> "torch.optim.Optimizer": if self.optimizer is None: diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index 5b8fb4037a..eb2421ce79 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -472,9 +472,8 @@ def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCall swanlab_callback = SwanLabCallback( project=finetuning_args.swanlab_project, workspace=finetuning_args.swanlab_workspace, - experiment_name=finetuning_args.swanlab_experiment_name, + experiment_name=finetuning_args.swanlab_run_name, mode=finetuning_args.swanlab_mode, - config={"Framework": "🦙LLaMA Factory"}, + config={"Framework": "🦙LlamaFactory"}, ) - - return swanlab_callback \ No newline at end of file + return swanlab_callback diff --git a/src/llamafactory/train/tuner.py b/src/llamafactory/train/tuner.py index 14cc206123..6c79320e7c 100644 --- a/src/llamafactory/train/tuner.py +++ b/src/llamafactory/train/tuner.py @@ -24,13 +24,14 @@ from ..extras.constants import V_HEAD_SAFE_WEIGHTS_NAME, V_HEAD_WEIGHTS_NAME from ..hparams import get_infer_args, get_train_args from ..model import load_model, load_tokenizer -from .callbacks import LogCallback +from .callbacks import LogCallback, PissaConvertCallback, ReporterCallback from .dpo import run_dpo from .kto import run_kto from .ppo import run_ppo from .pt import run_pt from .rm import run_rm from .sft import run_sft +from .trainer_utils import get_swanlab_callback if TYPE_CHECKING: @@ -44,6 +45,14 @@ def run_exp(args: Optional[Dict[str, Any]] = None, callbacks: List["TrainerCallb callbacks.append(LogCallback()) model_args, data_args, training_args, finetuning_args, generating_args = get_train_args(args) + if finetuning_args.pissa_convert: + callbacks.append(PissaConvertCallback()) + + if finetuning_args.use_swanlab: + callbacks.append(get_swanlab_callback(finetuning_args)) + + callbacks.append(ReporterCallback(model_args, data_args, finetuning_args, generating_args)) # add to last + if finetuning_args.stage == "pt": run_pt(model_args, data_args, training_args, finetuning_args, callbacks) elif finetuning_args.stage == "sft": diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index 399823d84b..05fa810b1a 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -273,21 +273,23 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: with gr.Accordion(open=False) as swanlab_tab: with gr.Row(): use_swanlab = gr.Checkbox() - swanlab_project = gr.Textbox(value="llamafactory", placeholder="Project name", interactive=True) - swanlab_experiment_name = gr.Textbox(value="", placeholder="Experiment name", interactive=True) - swanlab_workspace = gr.Textbox(value="", placeholder="Workspace name", interactive=True) - swanlab_api_key = gr.Textbox(value="", placeholder="API key", interactive=True) - swanlab_mode = gr.Dropdown(choices=["cloud", "local", "disabled"], value="cloud", interactive=True) + swanlab_project = gr.Textbox(value="llamafactory") + swanlab_run_name = gr.Textbox() + swanlab_workspace = gr.Textbox() + swanlab_api_key = gr.Textbox() + swanlab_mode = gr.Dropdown(choices=["cloud", "local"], value="cloud") - input_elems.update({use_swanlab, swanlab_api_key, swanlab_project, swanlab_workspace, swanlab_experiment_name, swanlab_mode}) + input_elems.update( + {use_swanlab, swanlab_project, swanlab_run_name, swanlab_workspace, swanlab_api_key, swanlab_mode} + ) elem_dict.update( dict( swanlab_tab=swanlab_tab, use_swanlab=use_swanlab, - swanlab_api_key=swanlab_api_key, swanlab_project=swanlab_project, + swanlab_run_name=swanlab_run_name, swanlab_workspace=swanlab_workspace, - swanlab_experiment_name=swanlab_experiment_name, + swanlab_api_key=swanlab_api_key, swanlab_mode=swanlab_mode, ) ) diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 64cdf1f52c..9b78e6e9ca 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -1385,86 +1385,85 @@ "info": "SwanLab를 사용하여 실험을 추적하고 시각화합니다.", }, }, - "swanlab_api_key": { + "swanlab_project": { "en": { - "label": "API Key(optional)", - "info": "API key for SwanLab. Once logged in, no need to login again in the programming environment.", + "label": "SwanLab project", }, "ru": { - "label": "API ключ(Необязательный)", - "info": "API ключ для SwanLab. После входа в программное окружение, нет необходимости входить снова.", + "label": "SwanLab Проект", }, "zh": { - "label": "API密钥(选填)", - "info": "用于在编程环境登录SwanLab,已登录则无需填写。", + "label": "SwanLab 项目名", }, "ko": { - "label": "API 키(선택 사항)", - "info": "SwanLab의 API 키. 프로그래밍 환경에 로그인한 후 다시 로그인할 필요가 없습니다.", + "label": "SwanLab 프로젝트", }, }, - "swanlab_project": { + "swanlab_run_name": { "en": { - "label": "Project(optional)", + "label": "SwanLab experiment name (optional)", }, "ru": { - "label": "Проект(Необязательный)", + "label": "SwanLab Имя эксперимента (опционально)", }, "zh": { - "label": "项目(选填)", + "label": "SwanLab 实验名(非必填)", }, "ko": { - "label": "프로젝트(선택 사항)", + "label": "SwanLab 실험 이름 (선택 사항)", }, }, "swanlab_workspace": { "en": { - "label": "Workspace(optional)", - "info": "Workspace for SwanLab. If not filled, it defaults to the personal workspace.", - + "label": "SwanLab workspace (optional)", + "info": "Workspace for SwanLab. Defaults to the personal workspace.", }, "ru": { - "label": "Рабочая область(Необязательный)", + "label": "SwanLab Рабочая область (опционально)", "info": "Рабочая область SwanLab, если не заполнено, то по умолчанию в личной рабочей области.", }, "zh": { - "label": "Workspace(选填)", - "info": "SwanLab组织的工作区,如不填写则默认在个人工作区下", + "label": "SwanLab 工作区(非必填)", + "info": "SwanLab 的工作区,默认在个人工作区下。", }, "ko": { - "label": "작업 영역(선택 사항)", + "label": "SwanLab 작업 영역 (선택 사항)", "info": "SwanLab 조직의 작업 영역, 비어 있으면 기본적으로 개인 작업 영역에 있습니다.", }, }, - "swanlab_experiment_name": { + "swanlab_api_key": { "en": { - "label": "Experiment name (optional)", + "label": "SwanLab API key (optional)", + "info": "API key for SwanLab.", }, "ru": { - "label": "Имя эксперимента(Необязательный)", + "label": "SwanLab API ключ (опционально)", + "info": "API ключ для SwanLab.", }, "zh": { - "label": "实验名(选填) ", + "label": "SwanLab API密钥(非必填)", + "info": "用于在编程环境登录 SwanLab,已登录则无需填写。", }, "ko": { - "label": "실험 이름(선택 사항)", + "label": "SwanLab API 키 (선택 사항)", + "info": "SwanLab의 API 키.", }, }, "swanlab_mode": { "en": { - "label": "Mode", - "info": "Cloud or offline version.", + "label": "SwanLab mode", + "info": "Cloud or offline version.", }, "ru": { - "label": "Режим", + "label": "SwanLab Режим", "info": "Версия в облаке или локальная версия.", }, "zh": { - "label": "模式", - "info": "云端版或离线版", + "label": "SwanLab 模式", + "info": "使用云端版或离线版 SwanLab。", }, "ko": { - "label": "모드", + "label": "SwanLab 모드", "info": "클라우드 버전 또는 오프라인 버전.", }, }, diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index 2b5c55b8a3..f5aecaeb32 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -231,12 +231,11 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: # swanlab config if get("train.use_swanlab"): - args["swanlab_api_key"] = get("train.swanlab_api_key") args["swanlab_project"] = get("train.swanlab_project") + args["swanlab_run_name"] = get("train.swanlab_run_name") args["swanlab_workspace"] = get("train.swanlab_workspace") - args["swanlab_experiment_name"] = get("train.swanlab_experiment_name") + args["swanlab_api_key"] = get("train.swanlab_api_key") args["swanlab_mode"] = get("train.swanlab_mode") - # eval config if get("train.val_size") > 1e-6 and args["stage"] != "ppo": From 8fd38d273e5bc3b28a4741b230010fece87e7070 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Mon, 23 Dec 2024 14:08:59 +0000 Subject: [PATCH 054/187] update readme --- README.md | 4 +- README_zh.md | 4 +- assets/wechat.jpg | Bin 165321 -> 171806 bytes assets/wechat_npu.jpg | Bin 171485 -> 171172 bytes src/llamafactory/data/template.py | 10 +-- src/llamafactory/extras/constants.py | 98 ++++++++++++++++++++------- 6 files changed, 81 insertions(+), 35 deletions(-) diff --git a/README.md b/README.md index c8356bb6c2..ce6a5ee265 100644 --- a/README.md +++ b/README.md @@ -194,7 +194,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | -| [Granite 3.0](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | +| [Granite 3.0-3.1](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | | [Llama](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | - | @@ -759,7 +759,7 @@ If you have a project that should be incorporated, please contact via email or c This repository is licensed under the [Apache-2.0 License](LICENSE). -Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) +Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## Citation diff --git a/README_zh.md b/README_zh.md index 94a4fb4ff1..e8cb1db49e 100644 --- a/README_zh.md +++ b/README_zh.md @@ -195,7 +195,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | -| [Granite 3.0](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | +| [Granite 3.0-3.1](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | | [Llama](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | - | @@ -760,7 +760,7 @@ swanlab_run_name: test_run # 可选 本仓库的代码依照 [Apache-2.0](LICENSE) 协议开源。 -使用模型权重时,请遵循对应的模型协议:[Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) +使用模型权重时,请遵循对应的模型协议:[Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## 引用 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README_zh.md | 2 +- src/llamafactory/extras/constants.py | 4 ++++ 3 files changed, 6 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index ce6a5ee265..390c07774a 100644 --- a/README.md +++ b/README.md @@ -213,7 +213,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Phi-3-small](https://huggingface.co/microsoft) | 7B | phi_small | | [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral | | [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | -| [Qwen2-VL](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | +| [Qwen2-VL/QVQ](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | | [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 | | [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - | | [TeleChat2](https://huggingface.co/Tele-AI) | 3B/7B/35B/115B | telechat2 | diff --git a/README_zh.md b/README_zh.md index e8cb1db49e..994c168309 100644 --- a/README_zh.md +++ b/README_zh.md @@ -214,7 +214,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [Phi-3-small](https://huggingface.co/microsoft) | 7B | phi_small | | [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral | | [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | -| [Qwen2-VL](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | +| [Qwen2-VL/QVQ](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | | [Skywork o1](https://huggingface.co/Skywork) | 8B | skywork_o1 | | [StarCoder 2](https://huggingface.co/bigcode) | 3B/7B/15B | - | | [TeleChat2](https://huggingface.co/Tele-AI) | 3B/7B/35B/115B | telechat2 | diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index db36073067..00a77d04d0 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -2017,6 +2017,10 @@ def register_model_group( DownloadSource.DEFAULT: "Qwen/Qwen2-VL-72B-Instruct-AWQ", DownloadSource.MODELSCOPE: "Qwen/Qwen2-VL-72B-Instruct-AWQ", }, + "QVQ-72B-Preview": { + DownloadSource.DEFAULT: "Qwen/QVQ-72B-Preview", + DownloadSource.MODELSCOPE: "Qwen/QVQ-72B-Preview", + }, }, template="qwen2_vl", vision=True, From c39d81cd1d108d832746e100ac890b2d4ecaa60e Mon Sep 17 00:00:00 2001 From: youkaichao Date: Thu, 26 Dec 2024 23:22:09 +0800 Subject: [PATCH 057/187] Update cli.py --- src/llamafactory/cli.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/src/llamafactory/cli.py b/src/llamafactory/cli.py index a2ad43c4f6..94cc9fcee7 100644 --- a/src/llamafactory/cli.py +++ b/src/llamafactory/cli.py @@ -120,3 +120,6 @@ def main(): print(USAGE) else: raise NotImplementedError(f"Unknown command: {command}.") + +if __name__ == "__main__": + main() From a3a49b1ea477313c979a1649ee6a7f843fe36469 Mon Sep 17 00:00:00 2001 From: "shibingli@yeah.net" Date: Fri, 27 Dec 2024 18:17:17 +0800 Subject: [PATCH 058/187] Add ARG HTTP_PROXY in Dockerfile to support HTTP proxy during image building.This commit introduces an ARG parameter named HTTP_PROXY in the Dockerfile. This addition allows for the configuration of an HTTP proxy, facilitating image building in environments with network restrictions. --- docker/docker-cuda/Dockerfile | 35 +++++++++++++++++++++++++++++++---- 1 file changed, 31 insertions(+), 4 deletions(-) diff --git a/docker/docker-cuda/Dockerfile b/docker/docker-cuda/Dockerfile index 345032903b..71cfd69f95 100644 --- a/docker/docker-cuda/Dockerfile +++ b/docker/docker-cuda/Dockerfile @@ -17,16 +17,27 @@ ARG INSTALL_LIGER_KERNEL=false ARG INSTALL_HQQ=false ARG INSTALL_EETQ=false ARG PIP_INDEX=https://pypi.org/simple +ARG HTTP_PROXY= # Set the working directory WORKDIR /app +RUN if [ -n "$HTTP_PROXY" ]; then \ + echo "Configuring proxy..."; \ + export http_proxy=$HTTP_PROXY; \ + export https_proxy=$HTTP_PROXY; \ + fi + # Install the requirements COPY requirements.txt /app RUN pip config set global.index-url "$PIP_INDEX" && \ pip config set global.extra-index-url "$PIP_INDEX" && \ python -m pip install --upgrade pip && \ - python -m pip install -r requirements.txt + if [ -n "$HTTP_PROXY" ]; then \ + python -m pip install --proxy=$HTTP_PROXY -r requirements.txt; \ + else \ + python -m pip install -r requirements.txt; \ + fi # Copy the rest of the application into the image COPY . /app @@ -51,13 +62,29 @@ RUN EXTRA_PACKAGES="metrics"; \ if [ "$INSTALL_EETQ" == "true" ]; then \ EXTRA_PACKAGES="${EXTRA_PACKAGES},eetq"; \ fi; \ - pip install -e ".[$EXTRA_PACKAGES]" + if [ -n "$HTTP_PROXY" ]; then \ + pip install --proxy=$HTTP_PROXY -e ".[$EXTRA_PACKAGES]"; \ + else \ + pip install -e ".[$EXTRA_PACKAGES]"; \ + fi # Rebuild flash attention RUN pip uninstall -y transformer-engine flash-attn && \ if [ "$INSTALL_FLASHATTN" == "true" ]; then \ - pip uninstall -y ninja && pip install ninja && \ - pip install --no-cache-dir flash-attn --no-build-isolation; \ + pip uninstall -y ninja && \ + if [ -n "$HTTP_PROXY" ]; then \ + pip install --proxy=$HTTP_PROXY ninja && \ + pip install --proxy=$HTTP_PROXY --no-cache-dir flash-attn --no-build-isolation; \ + else \ + pip install ninja && \ + pip install --no-cache-dir flash-attn --no-build-isolation; \ + fi; \ + fi + + +RUN if [ -n "$HTTP_PROXY" ]; then \ + unset http_proxy; \ + unset https_proxy; \ fi # Set up volumes From f1d76786e094562f6f095a0b56c9c6cd32e2fa5e Mon Sep 17 00:00:00 2001 From: "shibingli@yeah.net" Date: Fri, 27 Dec 2024 18:31:14 +0800 Subject: [PATCH 059/187] Add ARG HTTP_PROXY in Dockerfile to support HTTP proxy during image building. --- docker/docker-cuda/Dockerfile | 2 ++ docker/docker-npu/Dockerfile | 26 +++++++++++++++++++++++-- docker/docker-rocm/Dockerfile | 36 +++++++++++++++++++++++++++++++---- 3 files changed, 58 insertions(+), 6 deletions(-) diff --git a/docker/docker-cuda/Dockerfile b/docker/docker-cuda/Dockerfile index 71cfd69f95..b1914ed51f 100644 --- a/docker/docker-cuda/Dockerfile +++ b/docker/docker-cuda/Dockerfile @@ -22,6 +22,7 @@ ARG HTTP_PROXY= # Set the working directory WORKDIR /app +# Set http proxy RUN if [ -n "$HTTP_PROXY" ]; then \ echo "Configuring proxy..."; \ export http_proxy=$HTTP_PROXY; \ @@ -82,6 +83,7 @@ RUN pip uninstall -y transformer-engine flash-attn && \ fi +# Unset http proxy RUN if [ -n "$HTTP_PROXY" ]; then \ unset http_proxy; \ unset https_proxy; \ diff --git a/docker/docker-npu/Dockerfile b/docker/docker-npu/Dockerfile index dc35de47fa..15d4eee415 100644 --- a/docker/docker-npu/Dockerfile +++ b/docker/docker-npu/Dockerfile @@ -12,16 +12,28 @@ ENV DEBIAN_FRONTEND=noninteractive ARG INSTALL_DEEPSPEED=false ARG PIP_INDEX=https://pypi.org/simple ARG TORCH_INDEX=https://download.pytorch.org/whl/cpu +ARG HTTP_PROXY= # Set the working directory WORKDIR /app +# Set http proxy +RUN if [ -n "$HTTP_PROXY" ]; then \ + echo "Configuring proxy..."; \ + export http_proxy=$HTTP_PROXY; \ + export https_proxy=$HTTP_PROXY; \ + fi + # Install the requirements COPY requirements.txt /app RUN pip config set global.index-url "$PIP_INDEX" && \ pip config set global.extra-index-url "$TORCH_INDEX" && \ python -m pip install --upgrade pip && \ - python -m pip install -r requirements.txt + if [ -n "$HTTP_PROXY" ]; then \ + python -m pip install --proxy=$HTTP_PROXY -r requirements.txt; \ + else \ + python -m pip install -r requirements.txt; \ + fi # Copy the rest of the application into the image COPY . /app @@ -31,7 +43,17 @@ RUN EXTRA_PACKAGES="torch-npu,metrics"; \ if [ "$INSTALL_DEEPSPEED" == "true" ]; then \ EXTRA_PACKAGES="${EXTRA_PACKAGES},deepspeed"; \ fi; \ - pip install -e ".[$EXTRA_PACKAGES]" + if [ -n "$HTTP_PROXY" ]; then \ + pip install --proxy=$HTTP_PROXY -e ".[$EXTRA_PACKAGES]"; \ + else \ + pip install -e ".[$EXTRA_PACKAGES]"; \ + fi + +# Unset http proxy +RUN if [ -n "$HTTP_PROXY" ]; then \ + unset http_proxy; \ + unset https_proxy; \ + fi # Set up volumes VOLUME [ "/root/.cache/huggingface", "/root/.cache/modelscope", "/app/data", "/app/output" ] diff --git a/docker/docker-rocm/Dockerfile b/docker/docker-rocm/Dockerfile index 62bd78f5d7..86e96a37da 100644 --- a/docker/docker-rocm/Dockerfile +++ b/docker/docker-rocm/Dockerfile @@ -13,16 +13,28 @@ ARG INSTALL_FLASHATTN=false ARG INSTALL_LIGER_KERNEL=false ARG INSTALL_HQQ=false ARG PIP_INDEX=https://pypi.org/simple +ARG HTTP_PROXY= # Set the working directory WORKDIR /app +# Set http proxy +RUN if [ -n "$HTTP_PROXY" ]; then \ + echo "Configuring proxy..."; \ + export http_proxy=$HTTP_PROXY; \ + export https_proxy=$HTTP_PROXY; \ + fi + # Install the requirements COPY requirements.txt /app RUN pip config set global.index-url "$PIP_INDEX" && \ pip config set global.extra-index-url "$PIP_INDEX" && \ python -m pip install --upgrade pip && \ - python -m pip install -r requirements.txt + if [ -n "$HTTP_PROXY" ]; then \ + python -m pip install --proxy=$HTTP_PROXY -r requirements.txt; \ + else \ + python -m pip install -r requirements.txt; \ + fi # Copy the rest of the application into the image COPY . /app @@ -44,13 +56,29 @@ RUN EXTRA_PACKAGES="metrics"; \ if [ "$INSTALL_HQQ" == "true" ]; then \ EXTRA_PACKAGES="${EXTRA_PACKAGES},hqq"; \ fi; \ - pip install -e ".[$EXTRA_PACKAGES]" + if [ -n "$HTTP_PROXY" ]; then \ + pip install --proxy=$HTTP_PROXY -e ".[$EXTRA_PACKAGES]"; \ + else \ + pip install -e ".[$EXTRA_PACKAGES]"; \ + fi # Rebuild flash attention RUN pip uninstall -y transformer-engine flash-attn && \ if [ "$INSTALL_FLASHATTN" == "true" ]; then \ - pip uninstall -y ninja && pip install ninja && \ - pip install --no-cache-dir flash-attn --no-build-isolation; \ + pip uninstall -y ninja && \ + if [ -n "$HTTP_PROXY" ]; then \ + pip install --proxy=$HTTP_PROXY ninja && \ + pip install --proxy=$HTTP_PROXY --no-cache-dir flash-attn --no-build-isolation; \ + else \ + pip install ninja && \ + pip install --no-cache-dir flash-attn --no-build-isolation; \ + fi; \ + fi + +# Unset http proxy +RUN if [ -n "$HTTP_PROXY" ]; then \ + unset http_proxy; \ + unset https_proxy; \ fi # Set up volumes From 27198679829fb766c7eef468ae4311fdced695a2 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Fri, 27 Dec 2024 16:54:39 +0000 Subject: [PATCH 060/187] fix #6448 --- src/llamafactory/cli.py | 1 + src/llamafactory/data/collator.py | 6 +++++- src/llamafactory/train/dpo/trainer.py | 10 +++++----- src/llamafactory/train/kto/trainer.py | 10 +++++----- src/llamafactory/train/pt/trainer.py | 12 +++++------- src/llamafactory/train/rm/trainer.py | 5 +++-- src/llamafactory/train/sft/trainer.py | 12 +++++------- 7 files changed, 29 insertions(+), 27 deletions(-) diff --git a/src/llamafactory/cli.py b/src/llamafactory/cli.py index 94cc9fcee7..ef5bd1dcfd 100644 --- a/src/llamafactory/cli.py +++ b/src/llamafactory/cli.py @@ -121,5 +121,6 @@ def main(): else: raise NotImplementedError(f"Unknown command: {command}.") + if __name__ == "__main__": main() diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index 3b0444435e..e1c0f247e9 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -105,7 +105,10 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso fake_messages = [{"role": "user", "content": IMAGE_PLACEHOLDER}] fake_images = [Image.new("RGB", (64, 64), (255, 255, 255))] fake_messages = self.template.mm_plugin.process_messages(fake_messages, fake_images, [], self.processor) - fake_input_ids = self.processor.tokenizer.encode(fake_messages[0]["content"], add_special_tokens=False) + fake_input_ids = self.tokenizer.encode(fake_messages[0]["content"], add_special_tokens=False) + fake_input_ids, _ = self.template.mm_plugin.process_token_ids( + fake_input_ids, None, fake_images, [], self.tokenizer, self.processor + ) if self.tokenizer.padding_side == "right": features[0]["input_ids"] = features[0]["input_ids"] + fake_input_ids features[0]["attention_mask"] = features[0]["attention_mask"] + [0] * len(fake_input_ids) @@ -116,6 +119,7 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso features[0]["labels"] = [IGNORE_INDEX] * len(fake_input_ids) + features[0]["labels"] batch_images = fake_images + batch_imglens[0] = 1 batch_input_ids[0] = features[0]["input_ids"] mm_inputs = self.template.mm_plugin.get_mm_inputs( diff --git a/src/llamafactory/train/dpo/trainer.py b/src/llamafactory/train/dpo/trainer.py index 9d1e010477..5986244373 100644 --- a/src/llamafactory/train/dpo/trainer.py +++ b/src/llamafactory/train/dpo/trainer.py @@ -79,6 +79,7 @@ def __init__( self.simpo_gamma = finetuning_args.simpo_gamma Trainer.__init__(self, model=model, **kwargs) + self.model_accepts_loss_kwargs = False # overwrite trainer's default behavior if not hasattr(self, "accelerator"): raise AttributeError("Please update `transformers`.") @@ -274,15 +275,14 @@ def compute_loss( self, model: "PreTrainedModel", inputs: Dict[str, "torch.Tensor"], return_outputs: bool = False, **kwargs ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" - Fixes the loss value for transformers 4.46.0. - https://github.com/huggingface/transformers/blob/v4.46.0/src/transformers/trainer.py#L3605 + Fixes the loss value. See https://github.com/huggingface/transformers/pull/35438 for details. """ loss = super().compute_loss(model, inputs, return_outputs) - if is_transformers_version_equal_to_4_46() and kwargs.pop("num_items_in_batch", False): + if is_transformers_version_equal_to_4_46() and kwargs.get("num_items_in_batch"): if return_outputs: - return (loss[0] / self.args.gradient_accumulation_steps, *loss[1:]) + loss = (loss[0] / self.args.gradient_accumulation_steps, *loss[1:]) else: - return loss / self.args.gradient_accumulation_steps + loss = loss / self.args.gradient_accumulation_steps return loss diff --git a/src/llamafactory/train/kto/trainer.py b/src/llamafactory/train/kto/trainer.py index 3d007ae70b..f60c2366f5 100644 --- a/src/llamafactory/train/kto/trainer.py +++ b/src/llamafactory/train/kto/trainer.py @@ -77,6 +77,7 @@ def __init__( self.ftx_gamma = finetuning_args.pref_ftx Trainer.__init__(self, model=model, **kwargs) + self.model_accepts_loss_kwargs = False # overwrite trainer's default behavior if not hasattr(self, "accelerator"): raise AttributeError("Please update `transformers`.") @@ -252,15 +253,14 @@ def compute_loss( self, model: "PreTrainedModel", inputs: Dict[str, "torch.Tensor"], return_outputs: bool = False, **kwargs ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" - Fixes the loss value for transformers 4.46.0. - https://github.com/huggingface/transformers/blob/v4.46.0/src/transformers/trainer.py#L3605 + Fixes the loss value. See https://github.com/huggingface/transformers/pull/35438 for details. """ loss = super().compute_loss(model, inputs, return_outputs) - if is_transformers_version_equal_to_4_46() and kwargs.pop("num_items_in_batch", False): + if is_transformers_version_equal_to_4_46() and kwargs.get("num_items_in_batch"): if return_outputs: - return (loss[0] / self.args.gradient_accumulation_steps, *loss[1:]) + loss = (loss[0] / self.args.gradient_accumulation_steps, *loss[1:]) else: - return loss / self.args.gradient_accumulation_steps + loss = loss / self.args.gradient_accumulation_steps return loss diff --git a/src/llamafactory/train/pt/trainer.py b/src/llamafactory/train/pt/trainer.py index 445462b944..11d91111b0 100644 --- a/src/llamafactory/train/pt/trainer.py +++ b/src/llamafactory/train/pt/trainer.py @@ -19,7 +19,7 @@ from transformers import Trainer from typing_extensions import override -from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than +from ...extras.packages import is_transformers_version_greater_than from ..callbacks import SaveProcessorCallback from ..trainer_utils import create_custom_optimizer, create_custom_scheduler @@ -78,15 +78,13 @@ def compute_loss( self, model: "PreTrainedModel", inputs: Dict[str, "torch.Tensor"], return_outputs: bool = False, **kwargs ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" - Fixes the loss value for transformers 4.46.0. - https://github.com/huggingface/transformers/blob/v4.46.0/src/transformers/trainer.py#L3605 + Fixes the loss value. See https://github.com/huggingface/transformers/pull/35438 for details. """ loss = super().compute_loss(model, inputs, return_outputs, **kwargs) - if is_transformers_version_equal_to_4_46() and not getattr(self, "model_accepts_loss_kwargs", False): - # other model should not scale the loss + if kwargs.get("num_items_in_batch") and not getattr(self, "model_accepts_loss_kwargs", False): if return_outputs: - return (loss[0] / self.args.gradient_accumulation_steps, *loss[1:]) + loss = (loss[0] / self.args.gradient_accumulation_steps, *loss[1:]) else: - return loss / self.args.gradient_accumulation_steps + loss = loss / self.args.gradient_accumulation_steps return loss diff --git a/src/llamafactory/train/rm/trainer.py b/src/llamafactory/train/rm/trainer.py index 347cae9ba4..574b87b2f6 100644 --- a/src/llamafactory/train/rm/trainer.py +++ b/src/llamafactory/train/rm/trainer.py @@ -52,6 +52,7 @@ def __init__( kwargs["processing_class"] = kwargs.pop("tokenizer") super().__init__(**kwargs) + self.model_accepts_loss_kwargs = False # overwrite trainer's default behavior self.finetuning_args = finetuning_args self.can_return_loss = True # override property to return eval_loss self.add_callback(FixValueHeadModelCallback) @@ -107,8 +108,8 @@ def compute_loss( loss = -torch.nn.functional.logsigmoid(chosen_scores.float() - rejected_scores.float()).mean() - if is_transformers_version_equal_to_4_46() and kwargs.pop("num_items_in_batch", False): - loss /= self.args.gradient_accumulation_steps # fixes the loss value for transformers 4.46.0 + if is_transformers_version_equal_to_4_46() and kwargs.get("num_items_in_batch"): + loss /= self.args.gradient_accumulation_steps # fixes the loss value for transformers 4.46.0-4.46.1 if return_outputs: return loss, (loss, chosen_scores, rejected_scores) diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index 6ba758cd64..45998262e4 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -27,7 +27,7 @@ from ...extras import logging from ...extras.constants import IGNORE_INDEX -from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than +from ...extras.packages import is_transformers_version_greater_than from ..callbacks import SaveProcessorCallback from ..trainer_utils import create_custom_optimizer, create_custom_scheduler @@ -93,16 +93,14 @@ def compute_loss( self, model: "PreTrainedModel", inputs: Dict[str, "torch.Tensor"], return_outputs: bool = False, **kwargs ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" - Fixes the loss value for transformers 4.46.0. - https://github.com/huggingface/transformers/blob/v4.46.0/src/transformers/trainer.py#L3605 + Fixes the loss value. See https://github.com/huggingface/transformers/pull/35438 for details. """ loss = super().compute_loss(model, inputs, return_outputs, **kwargs) - if is_transformers_version_equal_to_4_46() and not getattr(self, "model_accepts_loss_kwargs", False): - # other model should not scale the loss + if kwargs.get("num_items_in_batch") and not getattr(self, "model_accepts_loss_kwargs", False): if return_outputs: - return (loss[0] / self.args.gradient_accumulation_steps, *loss[1:]) + loss = (loss[0] / self.args.gradient_accumulation_steps, *loss[1:]) else: - return loss / self.args.gradient_accumulation_steps + loss = loss / self.args.gradient_accumulation_steps return loss From 6f5bb3b8e5b6eb7fdfd7b0ca8eba789ab741a7b6 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Mon, 30 Dec 2024 05:55:15 +0000 Subject: [PATCH 061/187] fix #6482 --- setup.py | 2 +- src/llamafactory/chat/hf_engine.py | 2 +- src/llamafactory/data/collator.py | 4 ++++ src/llamafactory/extras/misc.py | 13 +++++++------ src/llamafactory/hparams/parser.py | 6 +++++- src/llamafactory/train/dpo/trainer.py | 5 ++++- src/llamafactory/train/kto/trainer.py | 5 ++++- 7 files changed, 26 insertions(+), 11 deletions(-) diff --git a/setup.py b/setup.py index bf7662c844..6a7c279194 100644 --- a/setup.py +++ b/setup.py @@ -54,7 +54,7 @@ def get_console_scripts() -> List[str]: "gptq": ["optimum>=1.17.0", "auto-gptq>=0.5.0"], "awq": ["autoawq"], "aqlm": ["aqlm[gpu]>=1.1.0"], - "vllm": ["vllm>=0.4.3,<0.6.5"], + "vllm": ["vllm>=0.4.3,<0.6.7"], "galore": ["galore-torch"], "badam": ["badam>=1.2.1"], "adam-mini": ["adam-mini"], diff --git a/src/llamafactory/chat/hf_engine.py b/src/llamafactory/chat/hf_engine.py index d001386bc6..1004544dea 100644 --- a/src/llamafactory/chat/hf_engine.py +++ b/src/llamafactory/chat/hf_engine.py @@ -171,7 +171,7 @@ def _process_args( elif not isinstance(value, torch.Tensor): value = torch.tensor(value) - if torch.is_floating_point(value): + if torch.is_floating_point(value): # cast data dtype for paligemma value = value.to(model.dtype) gen_kwargs[key] = value.to(model.device) diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index e1c0f247e9..f360f0f54e 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -168,6 +168,10 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso if self.block_diag_attn and self.attn_implementation != "flash_attention_2": features["attention_mask"] = prepare_4d_attention_mask(features["attention_mask"], self.compute_dtype) + for key, value in features.items(): # cast data dtype for paligemma + if torch.is_tensor(value) and torch.is_floating_point(value): + features[key] = value.to(self.compute_dtype) + return features diff --git a/src/llamafactory/extras/misc.py b/src/llamafactory/extras/misc.py index ae0da5eef5..735c5d63f2 100644 --- a/src/llamafactory/extras/misc.py +++ b/src/llamafactory/extras/misc.py @@ -79,12 +79,13 @@ def check_dependencies() -> None: """ if os.getenv("DISABLE_VERSION_CHECK", "0").lower() in ["true", "1"]: logger.warning_once("Version checking has been disabled, may lead to unexpected behaviors.") - else: - require_version("transformers>=4.41.2,<=4.46.1", "To fix: pip install transformers>=4.41.2,<=4.46.1") - require_version("datasets>=2.16.0,<=3.1.0", "To fix: pip install datasets>=2.16.0,<=3.1.0") - require_version("accelerate>=0.34.0,<=1.0.1", "To fix: pip install accelerate>=0.34.0,<=1.0.1") - require_version("peft>=0.11.1,<=0.12.0", "To fix: pip install peft>=0.11.1,<=0.12.0") - require_version("trl>=0.8.6,<=0.9.6", "To fix: pip install trl>=0.8.6,<=0.9.6") + return + + require_version("transformers>=4.41.2,<=4.46.1", "To fix: pip install transformers>=4.41.2,<=4.46.1") + require_version("datasets>=2.16.0,<=3.1.0", "To fix: pip install datasets>=2.16.0,<=3.1.0") + require_version("accelerate>=0.34.0,<=1.0.1", "To fix: pip install accelerate>=0.34.0,<=1.0.1") + require_version("peft>=0.11.1,<=0.12.0", "To fix: pip install peft>=0.11.1,<=0.12.0") + require_version("trl>=0.8.6,<=0.9.6", "To fix: pip install trl>=0.8.6,<=0.9.6") def calculate_tps(dataset: Sequence[Dict[str, Any]], metrics: Dict[str, float], stage: Literal["sft", "rm"]) -> float: diff --git a/src/llamafactory/hparams/parser.py b/src/llamafactory/hparams/parser.py index 5b542c2eb8..4a2543671f 100644 --- a/src/llamafactory/hparams/parser.py +++ b/src/llamafactory/hparams/parser.py @@ -112,6 +112,10 @@ def _check_extra_dependencies( finetuning_args: "FinetuningArguments", training_args: Optional["Seq2SeqTrainingArguments"] = None, ) -> None: + if os.getenv("DISABLE_VERSION_CHECK", "0").lower() in ["true", "1"]: + logger.warning_once("Version checking has been disabled, may lead to unexpected behaviors.") + return + if model_args.use_unsloth: require_version("unsloth", "Please install unsloth: https://github.com/unslothai/unsloth") @@ -122,7 +126,7 @@ def _check_extra_dependencies( require_version("mixture-of-depth>=1.1.6", "To fix: pip install mixture-of-depth>=1.1.6") if model_args.infer_backend == "vllm": - require_version("vllm>=0.4.3,<0.6.5", "To fix: pip install vllm>=0.4.3,<0.6.5") + require_version("vllm>=0.4.3,<0.6.7", "To fix: pip install vllm>=0.4.3,<0.6.7") if finetuning_args.use_galore: require_version("galore_torch", "To fix: pip install galore_torch") diff --git a/src/llamafactory/train/dpo/trainer.py b/src/llamafactory/train/dpo/trainer.py index 5986244373..ad670385f3 100644 --- a/src/llamafactory/train/dpo/trainer.py +++ b/src/llamafactory/train/dpo/trainer.py @@ -29,7 +29,7 @@ from typing_extensions import override from ...extras.constants import IGNORE_INDEX -from ...extras.packages import is_transformers_version_equal_to_4_46 +from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import SaveProcessorCallback from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps @@ -50,6 +50,9 @@ def __init__( disable_dropout: bool = True, **kwargs, ): + if is_transformers_version_greater_than("4.46"): + kwargs["processing_class"] = kwargs.pop("tokenizer") + if disable_dropout: disable_dropout_in_model(model) if ref_model is not None: diff --git a/src/llamafactory/train/kto/trainer.py b/src/llamafactory/train/kto/trainer.py index f60c2366f5..3c6d1089f7 100644 --- a/src/llamafactory/train/kto/trainer.py +++ b/src/llamafactory/train/kto/trainer.py @@ -28,7 +28,7 @@ from typing_extensions import override from ...extras.constants import IGNORE_INDEX -from ...extras.packages import is_transformers_version_equal_to_4_46 +from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import SaveProcessorCallback from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps @@ -50,6 +50,9 @@ def __init__( disable_dropout: bool = True, **kwargs, ): + if is_transformers_version_greater_than("4.46"): + kwargs["processing_class"] = kwargs.pop("tokenizer") + if disable_dropout: disable_dropout_in_model(model) if ref_model is not None: From e67b9dcc3ad0c003bc3afd7601ecd2adfbf9666b Mon Sep 17 00:00:00 2001 From: hiyouga Date: Mon, 30 Dec 2024 13:38:30 +0000 Subject: [PATCH 062/187] add deepseek3 model --- README.md | 1 + README_zh.md | 1 + src/llamafactory/data/template.py | 3 +-- src/llamafactory/extras/constants.py | 29 ++++++++++++++++++++++++++++ 4 files changed, 32 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 390c07774a..4535fd88f7 100644 --- a/README.md +++ b/README.md @@ -191,6 +191,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [ChatGLM3](https://huggingface.co/THUDM) | 6B | chatglm3 | | [Command R](https://huggingface.co/CohereForAI) | 35B/104B | cohere | | [DeepSeek (Code/MoE)](https://huggingface.co/deepseek-ai) | 7B/16B/67B/236B | deepseek | +| [DeepSeek 2.5/3](https://huggingface.co/deepseek-ai) | 236B/685B | deepseek3 | | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | diff --git a/README_zh.md b/README_zh.md index 994c168309..998779ea9a 100644 --- a/README_zh.md +++ b/README_zh.md @@ -192,6 +192,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [ChatGLM3](https://huggingface.co/THUDM) | 6B | chatglm3 | | [Command R](https://huggingface.co/CohereForAI) | 35B/104B | cohere | | [DeepSeek (Code/MoE)](https://huggingface.co/deepseek-ai) | 7B/16B/67B/236B | deepseek | +| [DeepSeek 2.5/3](https://huggingface.co/deepseek-ai) | 236B/685B | deepseek3 | | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 2a64eb7c6f..5768cf7be6 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -619,9 +619,8 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( - name="deepseek_v2.5", + name="deepseek3", format_user=StringFormatter(slots=["<|User|>{{content}}<|Assistant|>"]), - format_system=StringFormatter(slots=["{{content}}"]), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), ) diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 00a77d04d0..061cfd2647 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -448,6 +448,7 @@ def register_model_group( }, "DeepSeek-Coder-7B-Base": { DownloadSource.DEFAULT: "deepseek-ai/deepseek-coder-7b-base-v1.5", + DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-coder-7b-base-v1.5", }, "DeepSeek-Coder-33B-Base": { DownloadSource.DEFAULT: "deepseek-ai/deepseek-coder-33b-base", @@ -459,6 +460,7 @@ def register_model_group( }, "DeepSeek-Coder-7B-Instruct": { DownloadSource.DEFAULT: "deepseek-ai/deepseek-coder-7b-instruct-v1.5", + DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-coder-7b-instruct-v1.5", }, "DeepSeek-Coder-33B-Instruct": { DownloadSource.DEFAULT: "deepseek-ai/deepseek-coder-33b-instruct", @@ -469,6 +471,33 @@ def register_model_group( ) +register_model_group( + models={ + "DeepSeek-V2-236B-Chat-0628": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-V2-Chat-0628", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-V2-Chat-0628", + }, + "DeepSeek-V2.5-236B-Chat": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-V2.5", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-V2.5", + }, + "DeepSeek-V2.5-236B-Chat-1210": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-V2.5-1210", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-V2.5-1210", + }, + "DeepSeek-V3-685B-Base": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-V3-Base", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-V3-Base", + }, + "DeepSeek-V3-685B-Chat": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-V3", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-V3", + }, + }, + template="deepseek3", +) + + register_model_group( models={ "EXAONE-3.0-7.8B-Instruct": { From a400d896a18e317acdbd3c79282c81b50cc2c54d Mon Sep 17 00:00:00 2001 From: hiyouga Date: Mon, 30 Dec 2024 13:54:22 +0000 Subject: [PATCH 063/187] update wechat --- assets/wechat.jpg | Bin 166929 -> 167093 bytes assets/wechat_npu.jpg | Bin 171586 -> 171561 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/assets/wechat.jpg b/assets/wechat.jpg index d218deaf295c06269566f6a0dc78613ea7abf0cc..3de9943ff3d83491f1f8c1f27433645d0afb3b27 100644 GIT binary patch literal 167093 zcmeFZ2T)U8+cp{mX;MUbS3yA$0cp~L$U_$p5JE@k5a|K|0-;E60s_*zh!Bw8L3$_j z(0fN9p#})yvCMCa1PEJNfPDe#eahH*fiHVVpfq{kn z5hn{P7aIe^{b%>N9`ihT`h=O2Uyz?y@DcA5-hbVMfP{pEoRplFoSc@Ig@J|l|Mqe7 z8$d%!TtVbbNbnGFi-v%ZhTx_Xz=?0?ZG!(e0RQ74xJ8I>F9|6b`5k

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zxH_@M+c^H0Z|X_mF13*&nsnN*jNbNn-#h+(!~icM(P3))W0LTDk#r$rzvfT)xr67r z_mVlsB=m%iM1{xEXUf2tAyzYn1I1F3mI&}(COqWKf})o-3HjKFUS!7Kw8+R&l7qP_ z`biezxpMt1&8RQN8CfsHrR4KXp^h(wCseetlF0(%@=}_EI7ztFah-eSR+U!ry$acl zc0rkL|;jPNS>8E$9qReHc Date: Thu, 2 Jan 2025 11:17:29 +0000 Subject: [PATCH 064/187] fix #6499 --- src/llamafactory/data/preprocess.py | 4 +-- src/llamafactory/data/processors/pretrain.py | 5 +++ .../data/processors/unsupervised.py | 2 ++ src/llamafactory/train/sft/trainer.py | 31 ++++++------------- src/llamafactory/train/sft/workflow.py | 4 --- 5 files changed, 18 insertions(+), 28 deletions(-) diff --git a/src/llamafactory/data/preprocess.py b/src/llamafactory/data/preprocess.py index 9f015b3823..c5a10ec99c 100644 --- a/src/llamafactory/data/preprocess.py +++ b/src/llamafactory/data/preprocess.py @@ -17,7 +17,7 @@ from .processors.feedback import preprocess_feedback_dataset from .processors.pairwise import preprocess_pairwise_dataset, print_pairwise_dataset_example -from .processors.pretrain import preprocess_pretrain_dataset +from .processors.pretrain import preprocess_pretrain_dataset, print_pretrain_dataset_example from .processors.supervised import ( preprocess_packed_supervised_dataset, preprocess_supervised_dataset, @@ -47,7 +47,7 @@ def get_preprocess_and_print_func( tokenizer=tokenizer, data_args=data_args, ) - print_function = partial(print_unsupervised_dataset_example, tokenizer=tokenizer) + print_function = partial(print_pretrain_dataset_example, tokenizer=tokenizer) elif stage == "sft" and not do_generate: if data_args.packing: if data_args.neat_packing: # hack datasets to have int32 attention mask diff --git a/src/llamafactory/data/processors/pretrain.py b/src/llamafactory/data/processors/pretrain.py index 6d6b98d66c..2cee40e504 100644 --- a/src/llamafactory/data/processors/pretrain.py +++ b/src/llamafactory/data/processors/pretrain.py @@ -52,3 +52,8 @@ def preprocess_pretrain_dataset( result["input_ids"][i][0] = tokenizer.bos_token_id return result + + +def print_pretrain_dataset_example(example: Dict[str, List[int]], tokenizer: "PreTrainedTokenizer") -> None: + print("input_ids:\n{}".format(example["input_ids"])) + print("inputs:\n{}".format(tokenizer.decode(example["input_ids"], skip_special_tokens=False))) diff --git a/src/llamafactory/data/processors/unsupervised.py b/src/llamafactory/data/processors/unsupervised.py index bc5ad34c38..e21ebd42f8 100644 --- a/src/llamafactory/data/processors/unsupervised.py +++ b/src/llamafactory/data/processors/unsupervised.py @@ -100,3 +100,5 @@ def preprocess_unsupervised_dataset( def print_unsupervised_dataset_example(example: Dict[str, List[int]], tokenizer: "PreTrainedTokenizer") -> None: print("input_ids:\n{}".format(example["input_ids"])) print("inputs:\n{}".format(tokenizer.decode(example["input_ids"], skip_special_tokens=False))) + print("label_ids:\n{}".format(example["labels"])) + print("labels:\n{}".format(tokenizer.decode(example["labels"], skip_special_tokens=False))) diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index 45998262e4..28ec25ebbf 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -111,40 +111,27 @@ def prediction_step( inputs: Dict[str, Union["torch.Tensor", Any]], prediction_loss_only: bool, ignore_keys: Optional[List[str]] = None, + **gen_kwargs, ) -> Tuple[Optional[float], Optional["torch.Tensor"], Optional["torch.Tensor"]]: r""" Removes the prompt part in the generated tokens. Subclass and override to inject custom behavior. """ - labels = inputs["labels"] if "labels" in inputs else None - if self.args.predict_with_generate: - assert self.processing_class.padding_side == "left", "This method only accepts left-padded tensor." - labels = labels.detach().clone() if labels is not None else None # backup labels - prompt_len, label_len = inputs["input_ids"].size(-1), inputs["labels"].size(-1) - if prompt_len > label_len: - inputs["labels"] = self._pad_tensors_to_target_len(inputs["labels"], inputs["input_ids"]) - if label_len > prompt_len: # truncate the labels instead of padding the inputs (llama2 fp16 compatibility) - inputs["labels"] = inputs["labels"][:, :prompt_len] - - loss, generated_tokens, _ = super().prediction_step( # ignore the returned labels (may be truncated) - model, inputs, prediction_loss_only=prediction_loss_only, ignore_keys=ignore_keys + if self.args.predict_with_generate: # do not pass labels to model when generate + labels = inputs.pop("labels", None) + else: + labels = inputs.get("labels") + + loss, generated_tokens, _ = super().prediction_step( + model, inputs, prediction_loss_only=prediction_loss_only, ignore_keys=ignore_keys, **gen_kwargs ) if generated_tokens is not None and self.args.predict_with_generate: - generated_tokens[:, :prompt_len] = self.processing_class.pad_token_id + generated_tokens[:, : inputs["input_ids"].size(-1)] = self.processing_class.pad_token_id generated_tokens = generated_tokens.contiguous() return loss, generated_tokens, labels - def _pad_tensors_to_target_len(self, src_tensor: "torch.Tensor", tgt_tensor: "torch.Tensor") -> "torch.Tensor": - r""" - Pads the tensor to the same length as the target tensor. - """ - assert self.processing_class.pad_token_id is not None, "Pad token is required." - padded_tensor = self.processing_class.pad_token_id * torch.ones_like(tgt_tensor) - padded_tensor[:, -src_tensor.shape[-1] :] = src_tensor # adopt left-padding - return padded_tensor.contiguous() # in contiguous memory - def save_predictions( self, dataset: "Dataset", predict_results: "PredictionOutput", skip_special_tokens: bool = True ) -> None: diff --git a/src/llamafactory/train/sft/workflow.py b/src/llamafactory/train/sft/workflow.py index 5f4a09cc14..1ccfa9ef63 100644 --- a/src/llamafactory/train/sft/workflow.py +++ b/src/llamafactory/train/sft/workflow.py @@ -117,8 +117,6 @@ def run_sft( # Evaluation if training_args.do_eval: metrics = trainer.evaluate(metric_key_prefix="eval", **gen_kwargs) - if training_args.predict_with_generate: # eval_loss will be wrong if predict_with_generate is enabled - metrics.pop("eval_loss", None) trainer.log_metrics("eval", metrics) trainer.save_metrics("eval", metrics) @@ -126,8 +124,6 @@ def run_sft( if training_args.do_predict: logger.warning_once("Batch generation can be very slow. Consider using `scripts/vllm_infer.py` instead.") predict_results = trainer.predict(dataset_module["eval_dataset"], metric_key_prefix="predict", **gen_kwargs) - if training_args.predict_with_generate: # predict_loss will be wrong if predict_with_generate is enabled - predict_results.metrics.pop("predict_loss", None) trainer.log_metrics("predict", predict_results.metrics) trainer.save_metrics("predict", predict_results.metrics) trainer.save_predictions(dataset_module["eval_dataset"], predict_results, generating_args.skip_special_tokens) From 67442bd497c75b0c5990d94a880e0e25474ae2fa Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 2 Jan 2025 12:07:38 +0000 Subject: [PATCH 065/187] add gpt2 model --- README.md | 3 ++- README_zh.md | 3 ++- src/llamafactory/extras/constants.py | 22 ++++++++++++++++++++++ 3 files changed, 26 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4535fd88f7..35f49a123e 100644 --- a/README.md +++ b/README.md @@ -195,6 +195,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | +| [GPT2](https://huggingface.co/openai-community) | 0.1B/0.4B/0.8B/1.5B | - | | [Granite 3.0-3.1](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | @@ -760,7 +761,7 @@ If you have a project that should be incorporated, please contact via email or c This repository is licensed under the [Apache-2.0 License](LICENSE). -Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) +Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## Citation diff --git a/README_zh.md b/README_zh.md index 998779ea9a..37919be9a8 100644 --- a/README_zh.md +++ b/README_zh.md @@ -196,6 +196,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | +| [GPT2](https://huggingface.co/openai-community) | 0.1B/0.4B/0.8B/1.5B | - | | [Granite 3.0-3.1](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | @@ -761,7 +762,7 @@ swanlab_run_name: test_run # 可选 本仓库的代码依照 [Apache-2.0](LICENSE) 协议开源。 -使用模型权重时,请遵循对应的模型协议:[Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / 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/ [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## 引用 diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 061cfd2647..701bb0634b 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -618,6 +618,28 @@ def register_model_group( ) +register_model_group( + models={ + "GPT2-Small": { + DownloadSource.DEFAULT: "openai-community/gpt2", + DownloadSource.MODELSCOPE: "AI-ModelScope/gpt2", + }, + "GPT2-Medium": { + DownloadSource.DEFAULT: "openai-community/gpt2-medium", + DownloadSource.MODELSCOPE: "AI-ModelScope/gpt2-medium", + }, + "GPT2-Large": { + DownloadSource.DEFAULT: "openai-community/gpt2-large", + DownloadSource.MODELSCOPE: "AI-ModelScope/gpt2-large", + }, + "GPT2-XL": { + DownloadSource.DEFAULT: "openai-community/gpt2-xl", + DownloadSource.MODELSCOPE: "goodbai95/GPT2-xl", + }, + }, +) + + register_model_group( models={ "Granite-3.0-1B-A400M-Base": { From b3e1137fbbdfa4cc081903983fea36acff7afd75 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 2 Jan 2025 12:15:41 +0000 Subject: [PATCH 066/187] add project --- README.md | 3 ++- README_zh.md | 3 ++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4535fd88f7..6bcbc5c08d 100644 --- a/README.md +++ b/README.md @@ -4,7 +4,7 @@ [![GitHub Code License](https://img.shields.io/github/license/hiyouga/LLaMA-Factory)](LICENSE) [![GitHub last commit](https://img.shields.io/github/last-commit/hiyouga/LLaMA-Factory)](https://github.com/hiyouga/LLaMA-Factory/commits/main) [![PyPI](https://img.shields.io/pypi/v/llamafactory)](https://pypi.org/project/llamafactory/) -[![Citation](https://img.shields.io/badge/citation-196-green)](https://scholar.google.com/scholar?cites=12620864006390196564) +[![Citation](https://img.shields.io/badge/citation-210-green)](https://scholar.google.com/scholar?cites=12620864006390196564) [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/hiyouga/LLaMA-Factory/pulls) [![Discord](https://dcbadge.vercel.app/api/server/rKfvV9r9FK?compact=true&style=flat)](https://discord.gg/rKfvV9r9FK) [![Twitter](https://img.shields.io/twitter/follow/llamafactory_ai)](https://twitter.com/llamafactory_ai) @@ -753,6 +753,7 @@ If you have a project that should be incorporated, please contact via email or c 1. **[NVIDIA RTX AI Toolkit](https://github.com/NVIDIA/RTX-AI-Toolkit)**: SDKs for fine-tuning LLMs on Windows PC for NVIDIA RTX. 1. **[LazyLLM](https://github.com/LazyAGI/LazyLLM)**: An easy and lazy way for building multi-agent LLMs applications and supports model fine-tuning via LLaMA Factory. 1. **[RAG-Retrieval](https://github.com/NLPJCL/RAG-Retrieval)**: A full pipeline for RAG retrieval model fine-tuning, inference, and distillation. [[blog]](https://zhuanlan.zhihu.com/p/987727357) +1. **[360-LLaMA-Factory](https://github.com/Qihoo360/360-LLaMA-Factory)**: A modified library that supports long sequence SFT & DPO using ring attention.

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format_user=StringFormatter(slots=["<|start_of_role|>user<|end_of_role|>{{content}}<|end_of_text|>\n<|start_of_role|>assistant<|end_of_role|>"]), + format_user=StringFormatter( + slots=[ + "<|start_of_role|>user<|end_of_role|>{{content}}<|end_of_text|>\n<|start_of_role|>assistant<|end_of_role|>" + ] + ), format_system=StringFormatter(slots=["<|start_of_role|>system<|end_of_role|>{{content}}<|end_of_text|>\n"]), - format_assistant=StringFormatter(slots=["{{content}}<|end_of_text|>\n"]), format_separator=EmptyFormatter(slots=["\n"]), - stop_words=["<|end_of_text|>"], - replace_eos=True, - replace_jinja_template=True, ) diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index c152f9ebe0..db36073067 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -325,6 +325,7 @@ def register_model_group( models={ "Codestral-22B-v0.1-Chat": { DownloadSource.DEFAULT: "mistralai/Codestral-22B-v0.1", + DownloadSource.MODELSCOPE: "swift/Codestral-22B-v0.1", }, }, template="mistral", @@ -420,15 +421,19 @@ def register_model_group( }, "DeepSeek-Coder-V2-16B-Base": { DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-Coder-V2-Lite-Base", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-Coder-V2-Lite-Base", }, "DeepSeek-Coder-V2-236B-Base": { DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-Coder-V2-Base", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-Coder-V2-Base", }, "DeepSeek-Coder-V2-16B-Instruct": { DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct", }, "DeepSeek-Coder-V2-236B-Instruct": { DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-Coder-V2-Instruct", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-Coder-V2-Instruct", }, }, template="deepseek", @@ -482,6 +487,7 @@ def register_model_group( }, "Falcon-11B": { DownloadSource.DEFAULT: "tiiuae/falcon-11B", + DownloadSource.MODELSCOPE: "tiiuae/falcon-11B", }, "Falcon-40B": { DownloadSource.DEFAULT: "tiiuae/falcon-40b", @@ -585,37 +591,69 @@ def register_model_group( register_model_group( models={ - "Granite-3.0-8B-Instruct": { - DownloadSource.DEFAULT: "ibm-granite/granite-3.0-8b-instruct", - DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-8b-instruct", + "Granite-3.0-1B-A400M-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-1b-a400m-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-1b-a400m-base", + }, + "Granite-3.0-3B-A800M-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-3b-a800m-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-3b-a800m-base", + }, + "Granite-3.0-2B-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-2b-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-2b-base", }, "Granite-3.0-8B-Base": { DownloadSource.DEFAULT: "ibm-granite/granite-3.0-8b-base", DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-8b-base", }, + "Granite-3.0-1B-A400M-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-1b-a400m-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-1b-a400m-instruct", + }, + "Granite-3.0-3B-A800M-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-3b-a800m-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-3b-a800m-instruct", + }, "Granite-3.0-2B-Instruct": { DownloadSource.DEFAULT: "ibm-granite/granite-3.0-2b-instruct", DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-2b-instruct", }, - "Granite-3.0-2B-Base": { - DownloadSource.DEFAULT: "ibm-granite/granite-3.0-2b-base", - DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-2b-base", + "Granite-3.0-8B-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.0-8b-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-8b-instruct", }, - "Granite-3.0-3B-A800M-Instruct": { - DownloadSource.DEFAULT: "ibm-granite/granite-3.0-3b-a800m-instruct", - DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-3b-a800m-instruct", + "Granite-3.1-1B-A400M-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.1-1b-a400m-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.1-1b-a400m-base", }, - "Granite-3.0-3B-A800M-Base": { - DownloadSource.DEFAULT: "ibm-granite/granite-3.0-3b-a800m-base", - DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-3b-a800m-base", + "Granite-3.1-3B-A800M-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.1-3b-a800m-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.1-3b-a800m-base", }, - "Granite-3.0-1B-A400M-Instruct": { - DownloadSource.DEFAULT: "ibm-granite/granite-3.0-1b-a400m-instruct", - DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-1b-a400m-instruct", + "Granite-3.1-2B-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.1-2b-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.1-2b-base", }, - "Granite-3.0-1B-A400M-Base": { - DownloadSource.DEFAULT: "ibm-granite/granite-3.0-1b-a400m-base", - DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.0-1b-a400m-base", + "Granite-3.1-8B-Base": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.1-8b-base", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.1-8b-base", + }, + "Granite-3.1-1B-A400M-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.1-1b-a400m-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.1-1b-a400m-instruct", + }, + "Granite-3.1-3B-A800M-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.1-3b-a800m-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.1-3b-a800m-instruct", + }, + "Granite-3.1-2B-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.1-2b-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.1-2b-instruct", + }, + "Granite-3.1-8B-Instruct": { + DownloadSource.DEFAULT: "ibm-granite/granite-3.1-8b-instruct", + DownloadSource.MODELSCOPE: "AI-ModelScope/granite-3.1-8b-instruct", }, }, template="granite3", @@ -624,14 +662,6 @@ def register_model_group( register_model_group( models={ - "Index-1.9B-Chat": { - DownloadSource.DEFAULT: "IndexTeam/Index-1.9B-Chat", - DownloadSource.MODELSCOPE: "IndexTeam/Index-1.9B-Chat", - }, - "Index-1.9B-Character-Chat": { - DownloadSource.DEFAULT: "IndexTeam/Index-1.9B-Character", - DownloadSource.MODELSCOPE: "IndexTeam/Index-1.9B-Character", - }, "Index-1.9B-Base": { DownloadSource.DEFAULT: "IndexTeam/Index-1.9B", DownloadSource.MODELSCOPE: "IndexTeam/Index-1.9B", @@ -640,6 +670,14 @@ def register_model_group( DownloadSource.DEFAULT: "IndexTeam/Index-1.9B-Pure", DownloadSource.MODELSCOPE: "IndexTeam/Index-1.9B-Pure", }, + "Index-1.9B-Chat": { + DownloadSource.DEFAULT: "IndexTeam/Index-1.9B-Chat", + DownloadSource.MODELSCOPE: "IndexTeam/Index-1.9B-Chat", + }, + "Index-1.9B-Character-Chat": { + DownloadSource.DEFAULT: "IndexTeam/Index-1.9B-Character", + DownloadSource.MODELSCOPE: "IndexTeam/Index-1.9B-Character", + }, "Index-1.9B-Chat-32K": { DownloadSource.DEFAULT: "IndexTeam/Index-1.9B-32K", DownloadSource.MODELSCOPE: "IndexTeam/Index-1.9B-32K", @@ -1256,15 +1294,19 @@ def register_model_group( }, "PaliGemma2-3B-pt-448": { DownloadSource.DEFAULT: "google/paligemma2-3b-pt-448", + DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma2-3b-pt-448", }, "PaliGemma2-3B-pt-896": { DownloadSource.DEFAULT: "google/paligemma2-3b-pt-896", + DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma2-3b-pt-896", }, "PaliGemma2-10B-pt-224": { DownloadSource.DEFAULT: "google/paligemma2-10b-pt-224", + DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma2-10b-pt-224", }, "PaliGemma2-10B-pt-448": { DownloadSource.DEFAULT: "google/paligemma2-10b-pt-448", + DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma2-10b-pt-448", }, "PaliGemma2-10B-pt-896": { DownloadSource.DEFAULT: "google/paligemma2-10b-pt-896", @@ -1272,12 +1314,15 @@ def register_model_group( }, "PaliGemma2-28B-pt-224": { DownloadSource.DEFAULT: "google/paligemma2-28b-pt-224", + DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma2-28b-pt-224", }, "PaliGemma2-28B-pt-448": { DownloadSource.DEFAULT: "google/paligemma2-28b-pt-448", + DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma2-28b-pt-448", }, "PaliGemma2-28B-pt-896": { DownloadSource.DEFAULT: "google/paligemma2-28b-pt-896", + DownloadSource.MODELSCOPE: "AI-ModelScope/paligemma2-28b-pt-896", }, }, template="paligemma", @@ -2006,6 +2051,7 @@ def register_model_group( models={ "Skywork-o1-Open-Llama-3.1-8B": { DownloadSource.DEFAULT: "Skywork/Skywork-o1-Open-Llama-3.1-8B", + DownloadSource.MODELSCOPE: "AI-ModelScope/Skywork-o1-Open-Llama-3.1-8B", } }, template="skywork_o1", From 83202c9027222b83c949d1fe1bff1317f5715015 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 24 Dec 2024 08:12:53 +0000 Subject: [PATCH 055/187] update wechat --- assets/wechat.jpg | Bin 171806 -> 166929 bytes assets/wechat_npu.jpg | Bin 171172 -> 171586 bytes 2 files changed, 0 insertions(+), 0 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diff --git a/README_zh.md b/README_zh.md index 998779ea9a..47b40fc17e 100644 --- a/README_zh.md +++ b/README_zh.md @@ -4,7 +4,7 @@ [![GitHub Code License](https://img.shields.io/github/license/hiyouga/LLaMA-Factory)](LICENSE) [![GitHub last commit](https://img.shields.io/github/last-commit/hiyouga/LLaMA-Factory)](https://github.com/hiyouga/LLaMA-Factory/commits/main) [![PyPI](https://img.shields.io/pypi/v/llamafactory)](https://pypi.org/project/llamafactory/) -[![Citation](https://img.shields.io/badge/citation-196-green)](https://scholar.google.com/scholar?cites=12620864006390196564) +[![Citation](https://img.shields.io/badge/citation-210-green)](https://scholar.google.com/scholar?cites=12620864006390196564) [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/hiyouga/LLaMA-Factory/pulls) [![Discord](https://dcbadge.vercel.app/api/server/rKfvV9r9FK?compact=true&style=flat)](https://discord.gg/rKfvV9r9FK) [![Twitter](https://img.shields.io/twitter/follow/llamafactory_ai)](https://twitter.com/llamafactory_ai) @@ -754,6 +754,7 @@ swanlab_run_name: test_run # 可选 1. **[NVIDIA RTX AI Toolkit](https://github.com/NVIDIA/RTX-AI-Toolkit)**:在 Windows 主机上利用英伟达 RTX 设备进行大型语言模型微调的开发包。 1. **[LazyLLM](https://github.com/LazyAGI/LazyLLM)**:一个低代码构建多 Agent 大模型应用的开发工具,支持基于 LLaMA Factory 的模型微调. 1. **[RAG-Retrieval](https://github.com/NLPJCL/RAG-Retrieval)**:一个全链路 RAG 检索模型微调、推理和蒸馏代码库。[[blog]](https://zhuanlan.zhihu.com/p/987727357) +1. **[360-LLaMA-Factory](https://github.com/Qihoo360/360-LLaMA-Factory)**:一个魔改后的代码库,通过 Ring Attention 支持长序列的 SFT 和 DPO 训练。
From 4b8add728729d8e2ce4c9a3dc6748357291d8e8b Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 2 Jan 2025 12:19:21 +0000 Subject: [PATCH 067/187] update model name --- README.md | 4 ++-- README_zh.md | 4 ++-- src/llamafactory/extras/constants.py | 8 ++++---- 3 files changed, 8 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 6e14a7541f..1eec5b96eb 100644 --- a/README.md +++ b/README.md @@ -195,7 +195,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | -| [GPT2](https://huggingface.co/openai-community) | 0.1B/0.4B/0.8B/1.5B | - | +| [GPT-2](https://huggingface.co/openai-community) | 0.1B/0.4B/0.8B/1.5B | - | | [Granite 3.0-3.1](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | @@ -762,7 +762,7 @@ If you have a project that should be incorporated, please contact via email or c This repository is licensed under the [Apache-2.0 License](LICENSE). -Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) +Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT-2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## Citation diff --git a/README_zh.md b/README_zh.md index a491476c6e..352a483db5 100644 --- a/README_zh.md +++ b/README_zh.md @@ -196,7 +196,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | -| [GPT2](https://huggingface.co/openai-community) | 0.1B/0.4B/0.8B/1.5B | - | +| [GPT-2](https://huggingface.co/openai-community) | 0.1B/0.4B/0.8B/1.5B | - | | [Granite 3.0-3.1](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | @@ -763,7 +763,7 @@ swanlab_run_name: test_run # 可选 本仓库的代码依照 [Apache-2.0](LICENSE) 协议开源。 -使用模型权重时,请遵循对应的模型协议:[Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) +使用模型权重时,请遵循对应的模型协议:[Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT-2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## 引用 diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 701bb0634b..d8542a2a41 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -620,19 +620,19 @@ def register_model_group( register_model_group( models={ - "GPT2-Small": { + "GPT-2-Small": { DownloadSource.DEFAULT: "openai-community/gpt2", DownloadSource.MODELSCOPE: "AI-ModelScope/gpt2", }, - "GPT2-Medium": { + "GPT-2-Medium": { DownloadSource.DEFAULT: "openai-community/gpt2-medium", DownloadSource.MODELSCOPE: "AI-ModelScope/gpt2-medium", }, - "GPT2-Large": { + "GPT-2-Large": { DownloadSource.DEFAULT: "openai-community/gpt2-large", DownloadSource.MODELSCOPE: "AI-ModelScope/gpt2-large", }, - "GPT2-XL": { + "GPT-2-XL": { DownloadSource.DEFAULT: "openai-community/gpt2-xl", DownloadSource.MODELSCOPE: "goodbai95/GPT2-xl", }, From dd44c65d7f60cb6f5d0e0d8ee5f4e7643defb89b Mon Sep 17 00:00:00 2001 From: hiyouga Date: Fri, 3 Jan 2025 10:50:32 +0000 Subject: [PATCH 068/187] update scripts --- scripts/llama_pro.py | 18 ++++++++++-------- scripts/stat_utils/cal_lr.py | 5 +++-- scripts/stat_utils/cal_ppl.py | 5 +++-- scripts/stat_utils/length_cdf.py | 3 ++- scripts/vllm_infer.py | 1 + 5 files changed, 19 insertions(+), 13 deletions(-) diff --git a/scripts/llama_pro.py b/scripts/llama_pro.py index b086583dd6..447890f4f5 100644 --- a/scripts/llama_pro.py +++ b/scripts/llama_pro.py @@ -24,7 +24,7 @@ import torch from safetensors.torch import save_file from tqdm import tqdm -from transformers import AutoConfig, AutoModelForCausalLM, AutoTokenizer +from transformers import AutoConfig, AutoModelForCausalLM, AutoTokenizer, PreTrainedModel from transformers.modeling_utils import ( SAFE_WEIGHTS_INDEX_NAME, SAFE_WEIGHTS_NAME, @@ -35,7 +35,7 @@ if TYPE_CHECKING: - from transformers import PretrainedConfig, PreTrainedModel + from transformers import PretrainedConfig def change_name(name: str, old_index: int, new_index: int) -> str: @@ -61,17 +61,18 @@ def block_expansion( tokenizer = AutoTokenizer.from_pretrained(model_name_or_path) tokenizer.save_pretrained(output_dir) - config: "PretrainedConfig" = AutoConfig.from_pretrained(model_name_or_path) # load the original one + config = AutoConfig.from_pretrained(model_name_or_path) # load the original one if save_safetensors: setattr(config, "tie_word_embeddings", False) # safetensors does not allow shared weights - model: "PreTrainedModel" = AutoModelForCausalLM.from_pretrained( + model = AutoModelForCausalLM.from_pretrained( model_name_or_path, config=config, torch_dtype="auto", trust_remote_code=True, low_cpu_mem_usage=True, ) + assert isinstance(model, PreTrainedModel) # type hint state_dict = model.state_dict() if num_layers % num_expand != 0: @@ -85,7 +86,7 @@ def block_expansion( if f".{i:d}." in key: output_state_dict[change_name(key, i, layer_cnt)] = value - print(f"Add layer {layer_cnt} copied from layer {i}") + print(f"Add layer {layer_cnt} copied from layer {i}.") layer_cnt += 1 if (i + 1) % split == 0: for key, value in state_dict.items(): @@ -95,7 +96,7 @@ def block_expansion( else: output_state_dict[change_name(key, i, layer_cnt)] = torch.clone(value) - print(f"Add layer {layer_cnt} expanded from layer {i}") + print(f"Add layer {layer_cnt} expanded from layer {i}.") layer_cnt += 1 for key, value in state_dict.items(): @@ -112,12 +113,13 @@ def block_expansion( torch.save(shard, os.path.join(output_dir, shard_file)) if index is None: - print(f"Model weights saved in {os.path.join(output_dir, weights_name)}") + print(f"Model weights saved in {os.path.join(output_dir, weights_name)}.") else: index_name = SAFE_WEIGHTS_INDEX_NAME if save_safetensors else WEIGHTS_INDEX_NAME with open(os.path.join(output_dir, index_name), "w", encoding="utf-8") as f: json.dump(index, f, indent=2, sort_keys=True) - print(f"Model weights saved in {output_dir}") + + print(f"Model weights saved in {output_dir}.") print("- Fine-tune this model with:") print(f"model_name_or_path: {output_dir}") diff --git a/scripts/stat_utils/cal_lr.py b/scripts/stat_utils/cal_lr.py index a76d5827be..21206a28e1 100644 --- a/scripts/stat_utils/cal_lr.py +++ b/scripts/stat_utils/cal_lr.py @@ -41,7 +41,7 @@ def calculate_lr( dataset: str = "alpaca_en_demo", dataset_dir: str = "data", template: str = "default", - cutoff_len: int = 1024, # i.e. maximum input length during training + cutoff_len: int = 2048, # i.e. maximum input length during training is_mistral_or_gemma: bool = False, # mistral and gemma models opt for a smaller learning rate, packing: bool = False, ): @@ -59,6 +59,7 @@ def calculate_lr( template=template, cutoff_len=cutoff_len, packing=packing, + preprocessing_num_workers=16, output_dir="dummy_dir", overwrite_cache=True, do_train=True, @@ -79,7 +80,7 @@ def calculate_lr( dataloader = DataLoader(trainset, batch_size, shuffle=False, collate_fn=data_collator, pin_memory=True) valid_tokens, total_tokens = 0, 0 - for batch in tqdm(dataloader): + for batch in tqdm(dataloader, desc="Collecting valid tokens"): valid_tokens += torch.sum(batch["labels"] != IGNORE_INDEX).item() total_tokens += torch.numel(batch["labels"]) diff --git a/scripts/stat_utils/cal_ppl.py b/scripts/stat_utils/cal_ppl.py index 03b25d9bd4..32d50e6499 100644 --- a/scripts/stat_utils/cal_ppl.py +++ b/scripts/stat_utils/cal_ppl.py @@ -63,7 +63,7 @@ def calculate_ppl( dataset: str = "alpaca_en_demo", dataset_dir: str = "data", template: str = "default", - cutoff_len: int = 1024, + cutoff_len: int = 2048, max_samples: Optional[int] = None, train_on_prompt: bool = False, ): @@ -82,6 +82,7 @@ def calculate_ppl( cutoff_len=cutoff_len, max_samples=max_samples, train_on_prompt=train_on_prompt, + preprocessing_num_workers=16, output_dir="dummy_dir", overwrite_cache=True, do_train=True, @@ -111,7 +112,7 @@ def calculate_ppl( perplexities = [] batch: Dict[str, "torch.Tensor"] with torch.no_grad(): - for batch in tqdm(dataloader): + for batch in tqdm(dataloader, desc="Computing perplexities"): batch = batch.to(model.device) outputs = model(**batch) shift_logits: "torch.Tensor" = outputs["logits"][..., :-1, :] diff --git a/scripts/stat_utils/length_cdf.py b/scripts/stat_utils/length_cdf.py index 4b2b53497f..5cf2534733 100644 --- a/scripts/stat_utils/length_cdf.py +++ b/scripts/stat_utils/length_cdf.py @@ -42,6 +42,7 @@ def length_cdf( dataset_dir=dataset_dir, template=template, cutoff_len=1_000_000, + preprocessing_num_workers=16, output_dir="dummy_dir", overwrite_cache=True, do_train=True, @@ -52,7 +53,7 @@ def length_cdf( trainset = get_dataset(template, model_args, data_args, training_args, "sft", **tokenizer_module)["train_dataset"] total_num = len(trainset) length_dict = defaultdict(int) - for sample in tqdm(trainset["input_ids"]): + for sample in tqdm(trainset["input_ids"], desc="Collecting lengths"): length_dict[len(sample) // interval * interval] += 1 length_tuples = list(length_dict.items()) diff --git a/scripts/vllm_infer.py b/scripts/vllm_infer.py index 063f457c6d..c9a8cfb658 100644 --- a/scripts/vllm_infer.py +++ b/scripts/vllm_infer.py @@ -64,6 +64,7 @@ def vllm_infer( template=template, cutoff_len=cutoff_len, max_samples=max_samples, + preprocessing_num_workers=16, vllm_config=vllm_config, temperature=temperature, top_p=top_p, From 79c2d7090cbf364063ea3608814ab18aa27fdc87 Mon Sep 17 00:00:00 2001 From: fzc8578 <1428195643@qq.com> Date: Sat, 4 Jan 2025 11:11:15 +0800 Subject: [PATCH 069/187] add some --- requirements.txt | 2 +- src/llamafactory/data/collator.py | 7 ++ src/llamafactory/data/mm_plugin.py | 126 +++++++++++++++++++++ src/llamafactory/data/template.py | 16 +++ src/llamafactory/extras/constants.py | 11 ++ src/llamafactory/extras/misc.py | 2 +- src/llamafactory/model/model_utils/misc.py | 2 + 7 files changed, 164 insertions(+), 2 deletions(-) diff --git a/requirements.txt b/requirements.txt index b47643e3bb..0703465111 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,4 @@ -transformers>=4.41.2,<=4.46.1 +transformers>=4.41.2 datasets>=2.16.0,<=3.1.0 accelerate>=0.34.0,<=1.0.1 peft>=0.11.1,<=0.12.0 diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index f360f0f54e..90abf34c86 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -149,6 +149,13 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso features.update(mm_inputs) if isinstance(features.get("pixel_values"), list): # for pixtral inputs features = features.data # use default_collate() instead of BatchEncoding.to() + if "image_bound" in features: + input_ids, position_ids = features['input_ids'], features['position_ids'] + features['position_ids'] = F.pad(position_ids, (0, input_ids.shape[-1] - position_ids.shape[-1])) + new_features = {} + new_features.update({"data": features}) + new_features.update(features) + features = new_features return features diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index 4e1f418af2..0fbb5b1d02 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -2,6 +2,7 @@ from copy import deepcopy from io import BytesIO from typing import TYPE_CHECKING, Dict, List, Optional, Sequence, Tuple, TypedDict, Union +import re import numpy as np import torch @@ -249,6 +250,130 @@ def get_mm_inputs( return {} +class CpmOPlugin(BasePlugin): + @override + def process_messages( + self, + messages: Sequence[Dict[str, str]], + images: Sequence["ImageInput"], + videos: Sequence["VideoInput"], + processor: Optional["ProcessorMixin"], + ) -> List[Dict[str, str]]: + self._validate_input(images, videos) + num_image_tokens = 0 + messages = deepcopy(messages) + image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") + + for message in messages: + content = message["content"] + while IMAGE_PLACEHOLDER in content: + num_image_tokens += 1 + content = content.replace(IMAGE_PLACEHOLDER, "{{image}}", 1) + + message["content"] = content.replace("{{image}}", "(./)") + + if num_image_tokens>0: + mm_inputs = self._get_mm_inputs(images, videos, processor) + + pattern = "(./)" + images, image_sizes, tgt_sizes = mm_inputs["pixel_values"], mm_inputs["image_sizes"], mm_inputs["tgt_sizes"] + + input_ids_list = [] + image_bounds_list = [] + image_index = 0 + for index, message in enumerate(messages): + text = message['content'] + image_tags = re.findall(pattern, text) + text_chunks = text.split(pattern) + final_text = "" + for i in range(len(image_tags)): + final_text = final_text + text_chunks[i] + \ + image_processor.get_slice_image_placeholder( + image_sizes[image_index][i], + i, + image_processor.max_slice_nums, + image_processor.use_image_id, + ) + image_index += 1 + final_text += text_chunks[-1] + messages[index]['content'] = final_text + # print(messages) + + if len(images) != num_image_tokens: + raise ValueError(f"The number of images does not match the number of {IMAGE_PLACEHOLDER} tokens.") + + return messages + + @override + def _get_mm_inputs( + self, + images: Sequence["ImageInput"], + videos: Sequence["VideoInput"], + processor: "ProcessorMixin", + ) -> Dict[str, "torch.Tensor"]: + + image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") + + mm_inputs = {} + + if len(images) != 0: + images = self._regularize_images( + images, + image_resolution=getattr(processor, "image_resolution", 512 * 512), + ) + image_inputs = image_processor(images, do_pad=True, max_slice_nums=image_processor.max_slice_nums, return_tensors="pt") + mm_inputs.update(image_inputs) + + if len(videos) != 0: + videos = self._regularize_videos( + videos, + image_resolution=getattr(processor, "video_resolution", 128 * 128), + video_fps=getattr(processor, "video_fps", 2.0), + video_maxlen=getattr(processor, "video_maxlen", 64), + ) + + return mm_inputs + + @override + def get_mm_inputs( + self, + images: Sequence["ImageInput"], + videos: Sequence["VideoInput"], + imglens: Sequence[int], + vidlens: Sequence[int], + batch_ids: Sequence[List[int]], + processor: Optional["ProcessorMixin"], + ) -> Dict[str, Union[List[int], "torch.Tensor"]]: + self._validate_input(images, videos) + mm_inputs = self._get_mm_inputs(images, videos, processor) + image_bounds_list = [] + position_ids = [] + for input_ids in batch_ids: + input_ids_ = torch.tensor(input_ids) + start_cond = (input_ids_ == processor.tokenizer.im_start_id) | (input_ids_ == processor.tokenizer.slice_start_id) + end_cond = (input_ids_ == processor.tokenizer.im_end_id) | (input_ids_ == processor.tokenizer.slice_end_id) + image_start_tokens = torch.where(start_cond)[0] + image_start_tokens += 1 + image_end_tokens = torch.where(end_cond)[0] + valid_image_nums = max(len(image_start_tokens), len(image_end_tokens)) + image_bounds = torch.hstack( + [ + image_start_tokens[:valid_image_nums].unsqueeze(-1), + image_end_tokens[:valid_image_nums].unsqueeze(-1), + ] + ) + image_bounds_list.append(image_bounds) + position_ids_ = list(range(input_ids_.size(0))) + # print(input_ids_.shape, len(position_ids_) + position_ids.append(position_ids_) + position_ids = torch.tensor(position_ids, dtype=torch.int64) + mm_inputs.update({ + "image_bound": image_bounds_list, + "position_ids": position_ids, + }) + return mm_inputs + + class LlavaPlugin(BasePlugin): @override def process_messages( @@ -790,6 +915,7 @@ def get_mm_inputs( PLUGINS = { "base": BasePlugin, + "cpm_o": CpmOPlugin, "llava": LlavaPlugin, "llava_next": LlavaNextPlugin, "llava_next_video": LlavaNextVideoPlugin, diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 5768cf7be6..64911c58cc 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -583,6 +583,22 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +_register_template( + name="cpm_o", + format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), + format_function=FunctionFormatter(slots=["{{content}}", "<|im_end|>"], tool_format="qwen"), + format_observation=StringFormatter( + slots=["<|im_start|>user\n\n{{content}}\n<|im_end|>\n<|im_start|>assistant\n"] + ), + format_tools=ToolFormatter(tool_format="qwen"), + format_separator=EmptyFormatter(slots=["\n"]), + default_system="You are a helpful assistant.", + stop_words=["<|im_end|>"], + mm_plugin=get_mm_plugin(name="cpm_o", image_token="", video_token="wR1B5x(Sj$d&kFV~tyF?Q(>@o3dLoPReNDLTni3Ucvk} zGf3rx!dp35*K2#?_}}w>TE6anXZMUkb6AX~4#XxyHl6n|CFK7j**LksSP}ZA%6PEN z#hG<0(d5yU+RBkjF zbnY<%{4;G6U?S&&-7CN&C@1Q401Oq6BCJ6U4#gS~*nBb!SdXBAucb1a>>EdN#DGe+ zPpmbQ1cM%TH(;p$JO5hYDyD)nsCb)|Cql0K{AA$)NAA7A&k9_a3-+|rxrHuFq)ZKh zQHGSiN}k#5q+3d4>BB?mHCRbe+CQ?@X{%{GVx{x&7n&wn&~gkLK9N_lhdZHsr>7^u zq7knoGDGt=Pf+C#I!+2>tIzp$VcoXSUd9yqgz2|<=f?X#x}p(5ZqY$^RrDZFsU05L znH*_C2`LKVmu9l!c}}_|%+xL8ehu^zwA!|n;{;KYiWT{+(dt(Qa*wrKphK);dr=J! zNe)MH>xY~%dmoXlrj@Bg6;;n44@(lY5_QgoT>MDLWlH$DF!z|nU9}+VB+#0Jpm`~U z;QkL$jC;HBYU_g0gmzad7j&XNwi@$>%BYIK3loD=kv3`fOEoTY8LYW~`mrez5^GPp 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some --- src/llamafactory/data/mm_plugin.py | 1 + src/llamafactory/model/model_utils/visual.py | 6 ++++++ src/llamafactory/model/patcher.py | 13 +++++++------ src/llamafactory/train/sft/trainer.py | 2 +- 4 files changed, 15 insertions(+), 7 deletions(-) diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index 0fbb5b1d02..013672c0d0 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -366,6 +366,7 @@ def get_mm_inputs( position_ids_ = list(range(input_ids_.size(0))) # print(input_ids_.shape, len(position_ids_) position_ids.append(position_ids_) + #TODO add pad position_ids = torch.tensor(position_ids, dtype=torch.int64) mm_inputs.update({ "image_bound": image_bounds_list, diff --git a/src/llamafactory/model/model_utils/visual.py b/src/llamafactory/model/model_utils/visual.py index 246b902875..d064951496 100644 --- a/src/llamafactory/model/model_utils/visual.py +++ b/src/llamafactory/model/model_utils/visual.py @@ -142,6 +142,10 @@ def get_forbidden_modules(config: "PretrainedConfig", finetuning_args: "Finetuni forbidden_modules.update({"visual.patch_embed", "visual.blocks", "model", "lm_head"}) elif finetuning_args.freeze_vision_tower: forbidden_modules.add("visual") + + elif model_type == "minicpmv": + if finetuning_args.freeze_vision_tower: + forbidden_modules.add("vpm") return forbidden_modules @@ -196,6 +200,8 @@ def patch_target_modules( return "^(?!.*vision_model).*(?:{}).*".format("|".join(target_modules)) elif model_type == "qwen2_vl": return "^(?!.*visual).*(?:{}).*".format("|".join(target_modules)) + elif model_type == "minicpmv": + return "^(?!.*vpm).*(?:{}).*".format("|".join(target_modules)) else: return target_modules else: diff --git a/src/llamafactory/model/patcher.py b/src/llamafactory/model/patcher.py index 2ce84e8602..7fe8c02385 100644 --- a/src/llamafactory/model/patcher.py +++ b/src/llamafactory/model/patcher.py @@ -138,12 +138,13 @@ def patch_model( add_valuehead: bool, ) -> None: gen_config = model.generation_config # check and fix generation config - if not gen_config.do_sample and ( - (gen_config.temperature is not None and gen_config.temperature != 1.0) - or (gen_config.top_p is not None and gen_config.top_p != 1.0) - or (gen_config.typical_p is not None and gen_config.typical_p != 1.0) - ): - gen_config.do_sample = True + if gen_config is not None: + if not gen_config.do_sample and ( + (gen_config.temperature is not None and gen_config.temperature != 1.0) + or (gen_config.top_p is not None and gen_config.top_p != 1.0) + or (gen_config.typical_p is not None and gen_config.typical_p != 1.0) + ): + gen_config.do_sample = True if "GenerationMixin" not in str(model.generate.__func__): model.generate = MethodType(PreTrainedModel.generate, model) diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index 28ec25ebbf..3497af8c78 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -24,6 +24,7 @@ import torch from transformers import Seq2SeqTrainer from typing_extensions import override +import copy from ...extras import logging from ...extras.constants import IGNORE_INDEX @@ -122,7 +123,6 @@ def prediction_step( labels = inputs.pop("labels", None) else: labels = inputs.get("labels") - loss, generated_tokens, _ = super().prediction_step( model, inputs, prediction_loss_only=prediction_loss_only, ignore_keys=ignore_keys, **gen_kwargs ) From 870f23d7eaff1e32a73fee4eb972163c85ba7b67 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 7 Jan 2025 06:30:44 +0000 Subject: [PATCH 072/187] fix #6546 --- src/llamafactory/train/dpo/trainer.py | 4 +-- src/llamafactory/train/kto/trainer.py | 4 +-- src/llamafactory/train/trainer_utils.py | 34 ++++++++++++++++++++----- 3 files changed, 32 insertions(+), 10 deletions(-) diff --git a/src/llamafactory/train/dpo/trainer.py b/src/llamafactory/train/dpo/trainer.py index ad670385f3..770b32e55c 100644 --- a/src/llamafactory/train/dpo/trainer.py +++ b/src/llamafactory/train/dpo/trainer.py @@ -31,7 +31,7 @@ from ...extras.constants import IGNORE_INDEX from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps, nested_detach if TYPE_CHECKING: @@ -193,7 +193,7 @@ def concatenated_forward( Otherwise the average log probabilities. """ if self.finetuning_args.use_ref_model: - batch = {k: v.detach().clone() for k, v in batch.items()} # avoid error + batch = nested_detach(batch, clone=True) # avoid error all_logits: "torch.Tensor" = model(**batch, return_dict=True, use_cache=False).logits.to(torch.float32) all_logps, valid_length = get_batch_logps(logits=all_logits, labels=batch["labels"]) diff --git a/src/llamafactory/train/kto/trainer.py b/src/llamafactory/train/kto/trainer.py index 3c6d1089f7..419de579d2 100644 --- a/src/llamafactory/train/kto/trainer.py +++ b/src/llamafactory/train/kto/trainer.py @@ -30,7 +30,7 @@ from ...extras.constants import IGNORE_INDEX from ...extras.packages import is_transformers_version_equal_to_4_46, is_transformers_version_greater_than from ..callbacks import SaveProcessorCallback -from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps +from ..trainer_utils import create_custom_optimizer, create_custom_scheduler, get_batch_logps, nested_detach if TYPE_CHECKING: @@ -142,7 +142,7 @@ def forward( r""" Runs forward pass and computes the log probabilities. """ - batch = {k: v.detach().clone() for k, v in batch.items()} # avoid error + batch = nested_detach(batch, clone=True) # avoid error model_inputs = { "input_ids": batch[f"{prefix}input_ids"], "attention_mask": batch[f"{prefix}attention_mask"], diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index eb2421ce79..4cd2337e76 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -17,6 +17,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +from collections.abc import Mapping from typing import TYPE_CHECKING, Callable, Dict, List, Optional, Tuple, Union import torch @@ -36,7 +37,7 @@ if is_galore_available(): - from galore_torch import GaLoreAdafactor, GaLoreAdamW, GaLoreAdamW8bit + from galore_torch import GaLoreAdafactor, GaLoreAdamW, GaLoreAdamW8bit # type: ignore if TYPE_CHECKING: @@ -330,7 +331,7 @@ def _create_badam_optimizer( ] if finetuning_args.badam_mode == "layer": - from badam import BlockOptimizer + from badam import BlockOptimizer # type: ignore base_optimizer = optim_class(param_groups, **optim_kwargs) optimizer = BlockOptimizer( @@ -350,7 +351,7 @@ def _create_badam_optimizer( ) elif finetuning_args.badam_mode == "ratio": - from badam import BlockOptimizerRatio + from badam import BlockOptimizerRatio # type: ignore assert finetuning_args.badam_update_ratio > 1e-6 optimizer = BlockOptimizerRatio( @@ -374,7 +375,7 @@ def _create_adam_mini_optimizer( model: "PreTrainedModel", training_args: "Seq2SeqTrainingArguments", ) -> "torch.optim.Optimizer": - from adam_mini import Adam_mini + from adam_mini import Adam_mini # type: ignore hidden_size = getattr(model.config, "hidden_size", None) num_q_head = getattr(model.config, "num_attention_heads", None) @@ -459,12 +460,33 @@ def get_batch_logps( return (per_token_logps * loss_mask).sum(-1), loss_mask.sum(-1) +def nested_detach( + tensors: Union["torch.Tensor", List["torch.Tensor"], Tuple["torch.Tensor"], Dict[str, "torch.Tensor"]], + clone: bool = False, +): + r""" + Detach `tensors` (even if it's a nested list/tuple/dict of tensors). + """ + if isinstance(tensors, (list, tuple)): + return type(tensors)(nested_detach(t, clone=clone) for t in tensors) + elif isinstance(tensors, Mapping): + return type(tensors)({k: nested_detach(t, clone=clone) for k, t in tensors.items()}) + + if isinstance(tensors, torch.Tensor): + if clone: + return tensors.detach().clone() + else: + return tensors.detach() + else: + return tensors + + def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCallback": r""" Gets the callback for logging to SwanLab. """ - import swanlab - from swanlab.integration.transformers import SwanLabCallback + import swanlab # type: ignore + from swanlab.integration.transformers import SwanLabCallback # type: ignore if finetuning_args.swanlab_api_key is not None: swanlab.login(api_key=finetuning_args.swanlab_api_key) From 163ddb680b6f84a4424a887a3b8a5d668044e87c Mon Sep 17 00:00:00 2001 From: Kourosh Hakhamaneshi Date: Mon, 30 Dec 2024 16:48:52 -0800 Subject: [PATCH 073/187] drafting ray integration Signed-off-by: Kourosh Hakhamaneshi --- examples/train_lora/llama3_lora_sft.yaml | 8 +++ src/llamafactory/cli.py | 5 +- src/llamafactory/hparams/parser.py | 56 +++++++++++++------ src/llamafactory/integrations/__init__.py | 0 src/llamafactory/integrations/ray/__init__.py | 0 .../integrations/ray/ray_train.py | 28 ++++++++++ .../integrations/ray/ray_train_args.py | 22 ++++++++ .../integrations/ray/ray_utils.py | 9 +++ src/llamafactory/train/tuner.py | 36 +++++++++++- 9 files changed, 143 insertions(+), 21 deletions(-) create mode 100644 src/llamafactory/integrations/__init__.py create mode 100644 src/llamafactory/integrations/ray/__init__.py create mode 100644 src/llamafactory/integrations/ray/ray_train.py create mode 100644 src/llamafactory/integrations/ray/ray_train_args.py create mode 100644 src/llamafactory/integrations/ray/ray_utils.py diff --git a/examples/train_lora/llama3_lora_sft.yaml b/examples/train_lora/llama3_lora_sft.yaml index 243f24459c..558ac3e915 100644 --- a/examples/train_lora/llama3_lora_sft.yaml +++ b/examples/train_lora/llama3_lora_sft.yaml @@ -9,6 +9,7 @@ finetuning_type: lora lora_target: all ### dataset +dataset_dir: /home/ray/default/lf/data/ dataset: identity,alpaca_en_demo template: llama3 cutoff_len: 2048 @@ -38,3 +39,10 @@ val_size: 0.1 per_device_eval_batch_size: 1 eval_strategy: steps eval_steps: 500 + + +### ray setup +resources_per_worker: + GPU: 1 +num_workers: 4 +# placement_strategy: ... diff --git a/src/llamafactory/cli.py b/src/llamafactory/cli.py index ef5bd1dcfd..26d7a3df9a 100644 --- a/src/llamafactory/cli.py +++ b/src/llamafactory/cli.py @@ -27,7 +27,7 @@ from .extras.misc import get_device_count from .train.tuner import export_model, run_exp from .webui.interface import run_web_demo, run_web_ui - +from .integrations.ray.ray_utils import should_use_ray USAGE = ( "-" * 70 @@ -87,7 +87,8 @@ def main(): export_model() elif command == Command.TRAIN: force_torchrun = os.getenv("FORCE_TORCHRUN", "0").lower() in ["true", "1"] - if force_torchrun or get_device_count() > 1: + use_ray = should_use_ray() + if force_torchrun or (get_device_count() > 1 and not use_ray): master_addr = os.getenv("MASTER_ADDR", "127.0.0.1") master_port = os.getenv("MASTER_PORT", str(random.randint(20001, 29999))) logger.info_rank0(f"Initializing distributed tasks at: {master_addr}:{master_port}") diff --git a/src/llamafactory/hparams/parser.py b/src/llamafactory/hparams/parser.py index 4a2543671f..06853ae83a 100644 --- a/src/llamafactory/hparams/parser.py +++ b/src/llamafactory/hparams/parser.py @@ -19,6 +19,10 @@ import sys from typing import Any, Dict, Optional, Tuple +import json +import yaml +from pathlib import Path + import torch import transformers from transformers import HfArgumentParser, Seq2SeqTrainingArguments @@ -37,39 +41,51 @@ from .generating_args import GeneratingArguments from .model_args import ModelArguments +from ..integrations.ray.ray_train_args import RayTrainArguments logger = logging.get_logger(__name__) - check_dependencies() -_TRAIN_ARGS = [ModelArguments, DataArguments, Seq2SeqTrainingArguments, FinetuningArguments, GeneratingArguments] -_TRAIN_CLS = Tuple[ModelArguments, DataArguments, Seq2SeqTrainingArguments, FinetuningArguments, GeneratingArguments] +_TRAIN_ARGS = [ModelArguments, DataArguments, Seq2SeqTrainingArguments, FinetuningArguments, GeneratingArguments, RayTrainArguments] +_TRAIN_CLS = Tuple[ModelArguments, DataArguments, Seq2SeqTrainingArguments, FinetuningArguments, GeneratingArguments, RayTrainArguments] _INFER_ARGS = [ModelArguments, DataArguments, FinetuningArguments, GeneratingArguments] _INFER_CLS = Tuple[ModelArguments, DataArguments, FinetuningArguments, GeneratingArguments] _EVAL_ARGS = [ModelArguments, DataArguments, EvaluationArguments, FinetuningArguments] _EVAL_CLS = Tuple[ModelArguments, DataArguments, EvaluationArguments, FinetuningArguments] -def _parse_args(parser: "HfArgumentParser", args: Optional[Dict[str, Any]] = None) -> Tuple[Any]: +def _read_args(args: Optional[Dict[str, Any]] = None) -> Dict[str, Any]: if args is not None: - return parser.parse_dict(args) + return args if len(sys.argv) == 2 and (sys.argv[1].endswith(".yaml") or sys.argv[1].endswith(".yml")): - return parser.parse_yaml_file(os.path.abspath(sys.argv[1])) + # read yaml file + return yaml.safe_load(Path(sys.argv[1]).absolute().read_text()) + elif len(sys.argv) == 2 and sys.argv[1].endswith(".json"): + # read json file + return json.loads(Path(sys.argv[1]).absolute().read_text()) + else: + return {} + - if len(sys.argv) == 2 and sys.argv[1].endswith(".json"): - return parser.parse_json_file(os.path.abspath(sys.argv[1])) +def _parse_args(parser: "HfArgumentParser", args: Optional[Dict[str, Any]] = None, allow_extra_keys: bool = False) -> Tuple[Any]: - (*parsed_args, unknown_args) = parser.parse_args_into_dataclasses(return_remaining_strings=True) + args_dict = _read_args(args) + + if args_dict: + return parser.parse_dict(args_dict, allow_extra_keys=allow_extra_keys) + else: + (*parsed_args, unknown_args) = parser.parse_args_into_dataclasses(args=args_dict, return_remaining_strings=True) - if unknown_args: - print(parser.format_help()) - print(f"Got unknown args, potentially deprecated arguments: {unknown_args}") - raise ValueError(f"Some specified arguments are not used by the HfArgumentParser: {unknown_args}") + if unknown_args: + print(parser.format_help()) + print(f"Got unknown args, potentially deprecated arguments: {unknown_args}") + raise ValueError(f"Some specified arguments are not used by the HfArgumentParser: {unknown_args}") - return (*parsed_args,) + return (*parsed_args,) + def _set_transformers_logging() -> None: @@ -161,9 +177,17 @@ def _parse_eval_args(args: Optional[Dict[str, Any]] = None) -> _EVAL_CLS: return _parse_args(parser, args) -def get_train_args(args: Optional[Dict[str, Any]] = None) -> _TRAIN_CLS: - model_args, data_args, training_args, finetuning_args, generating_args = _parse_train_args(args) +def _parse_ray_args(args: Optional[Dict[str, Any]] = None) -> RayTrainArguments: + parser = HfArgumentParser(RayTrainArguments) + ray_args = _parse_args(parser, args, allow_extra_keys=True)[0] + if ray_args.use_ray: + require_version("ray", "To fix: pip install ray") + return ray_args + +def get_train_args(args: Optional[Dict[str, Any]] = None) -> _TRAIN_CLS: + model_args, data_args, training_args, finetuning_args, generating_args, _ = _parse_train_args(args) + # Setup logging if training_args.should_log: _set_transformers_logging() diff --git a/src/llamafactory/integrations/__init__.py b/src/llamafactory/integrations/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/src/llamafactory/integrations/ray/__init__.py b/src/llamafactory/integrations/ray/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/src/llamafactory/integrations/ray/ray_train.py b/src/llamafactory/integrations/ray/ray_train.py new file mode 100644 index 0000000000..4620bb5adc --- /dev/null +++ b/src/llamafactory/integrations/ray/ray_train.py @@ -0,0 +1,28 @@ + +from typing import Any, Callable, Dict + +from ray.train.torch import TorchTrainer +from ray.train import ScalingConfig + +from .ray_train_args import RayTrainArguments + + +def get_ray_trainer( + training_function: Callable, + train_loop_config: Dict[str, Any], + ray_args: RayTrainArguments, +) -> TorchTrainer: + + if not ray_args.use_ray: + raise ValueError("Ray is not enabled. Please set USE_RAY=1 in your environment.") + + trainer = TorchTrainer( + training_function, + train_loop_config=train_loop_config, + scaling_config=ScalingConfig( + num_workers=ray_args.num_workers, + resources_per_worker=ray_args.resources_per_worker, + use_gpu=True, + ), + ) + return trainer \ No newline at end of file diff --git a/src/llamafactory/integrations/ray/ray_train_args.py b/src/llamafactory/integrations/ray/ray_train_args.py new file mode 100644 index 0000000000..9ee9dc8e94 --- /dev/null +++ b/src/llamafactory/integrations/ray/ray_train_args.py @@ -0,0 +1,22 @@ +from dataclasses import dataclass, field +from typing import Any, Dict, Literal, Optional + +from .ray_utils import should_use_ray + +@dataclass +class RayTrainArguments: + r""" + Arguments pertaining to the Ray training. + """ + resources_per_worker: Optional[Dict[str, Any]] = field(default_factory=lambda: {"GPU": 1}, metadata={"help": "The resources per worker for Ray training. Default is to use 1 GPU per worker."}) + num_workers: Optional[int] = field(default=1, metadata={"help": "The number of workers for Ray training. Default is 1 worker."}) + placement_strategy: Optional[Literal["SPREAD", "PACK", "STRICT_SPREAD", "STRICT_PACK"]] = field(default="PACK", metadata={"help": "The placement strategy for Ray training. Default is PACK."}) + + @property + def use_ray(self) -> bool: + """ + Always returns the value from the environment variable check. + This prevents manual setting of use_ray. + """ + return should_use_ray() + diff --git a/src/llamafactory/integrations/ray/ray_utils.py b/src/llamafactory/integrations/ray/ray_utils.py new file mode 100644 index 0000000000..67ce2ed9a0 --- /dev/null +++ b/src/llamafactory/integrations/ray/ray_utils.py @@ -0,0 +1,9 @@ + +import os + + +def should_use_ray(): + return os.getenv("USE_RAY", "0").lower() in ["true", "1"] + + + diff --git a/src/llamafactory/train/tuner.py b/src/llamafactory/train/tuner.py index 6c79320e7c..507a1f14c6 100644 --- a/src/llamafactory/train/tuner.py +++ b/src/llamafactory/train/tuner.py @@ -23,6 +23,7 @@ from ..extras import logging from ..extras.constants import V_HEAD_SAFE_WEIGHTS_NAME, V_HEAD_WEIGHTS_NAME from ..hparams import get_infer_args, get_train_args +from ..hparams.parser import _parse_ray_args, _read_args from ..model import load_model, load_tokenizer from .callbacks import LogCallback, PissaConvertCallback, ReporterCallback from .dpo import run_dpo @@ -36,12 +37,14 @@ if TYPE_CHECKING: from transformers import TrainerCallback - + logger = logging.get_logger(__name__) - -def run_exp(args: Optional[Dict[str, Any]] = None, callbacks: List["TrainerCallback"] = []) -> None: +def training_function(config: Dict[str, Any]) -> None: + args = config.get("args", None) + callbacks = config.get("callbacks", []) + callbacks.append(LogCallback()) model_args, data_args, training_args, finetuning_args, generating_args = get_train_args(args) @@ -68,6 +71,33 @@ def run_exp(args: Optional[Dict[str, Any]] = None, callbacks: List["TrainerCallb else: raise ValueError(f"Unknown task: {finetuning_args.stage}.") +def run_exp(args: Optional[Dict[str, Any]] = None, callbacks: List["TrainerCallback"] = []) -> None: + + args_dict = _read_args(args) + ray_args = _parse_ray_args(args_dict) + + if ray_args.use_ray: + # Import lazily to avoid ray not installed error + from ..integrations.ray.ray_train import get_ray_trainer + + # Initialize ray trainer + trainer = get_ray_trainer( + training_function=training_function, + train_loop_config={ + "args": args_dict, + "callbacks": callbacks, + }, + ray_args=ray_args, + ) + trainer.fit() + else: + training_function( + config={ + "args": args_dict, + "callbacks": callbacks, + } + ) + def export_model(args: Optional[Dict[str, Any]] = None) -> None: model_args, data_args, finetuning_args, _ = get_infer_args(args) From 1e8e7be0a535e55888f58bbe2c38bc1c382e9012 Mon Sep 17 00:00:00 2001 From: Eric Tang Date: Mon, 6 Jan 2025 23:55:56 +0000 Subject: [PATCH 074/187] run style check --- examples/train_lora/llama3_lora_sft.yaml | 2 +- src/llamafactory/cli.py | 3 +- src/llamafactory/hparams/parser.py | 41 +++++++++++++------ .../integrations/ray/ray_train.py | 10 ++--- .../integrations/ray/ray_train_args.py | 16 ++++++-- .../integrations/ray/ray_utils.py | 4 -- src/llamafactory/train/tuner.py | 13 +++--- 7 files changed, 54 insertions(+), 35 deletions(-) diff --git a/examples/train_lora/llama3_lora_sft.yaml b/examples/train_lora/llama3_lora_sft.yaml index 558ac3e915..dc4f5addf6 100644 --- a/examples/train_lora/llama3_lora_sft.yaml +++ b/examples/train_lora/llama3_lora_sft.yaml @@ -9,7 +9,7 @@ finetuning_type: lora lora_target: all ### dataset -dataset_dir: /home/ray/default/lf/data/ +dataset_dir: /home/ray/default/LLaMA-Factory/data/ dataset: identity,alpaca_en_demo template: llama3 cutoff_len: 2048 diff --git a/src/llamafactory/cli.py b/src/llamafactory/cli.py index 26d7a3df9a..a2a8e29db9 100644 --- a/src/llamafactory/cli.py +++ b/src/llamafactory/cli.py @@ -25,9 +25,10 @@ from .extras import logging from .extras.env import VERSION, print_env from .extras.misc import get_device_count +from .integrations.ray.ray_utils import should_use_ray from .train.tuner import export_model, run_exp from .webui.interface import run_web_demo, run_web_ui -from .integrations.ray.ray_utils import should_use_ray + USAGE = ( "-" * 70 diff --git a/src/llamafactory/hparams/parser.py b/src/llamafactory/hparams/parser.py index 06853ae83a..8cdfa7cbc3 100644 --- a/src/llamafactory/hparams/parser.py +++ b/src/llamafactory/hparams/parser.py @@ -15,16 +15,15 @@ # See the License for the specific language governing permissions and # limitations under the License. +import json import os import sys -from typing import Any, Dict, Optional, Tuple - -import json -import yaml from pathlib import Path +from typing import Any, Dict, Optional, Tuple import torch import transformers +import yaml from transformers import HfArgumentParser, Seq2SeqTrainingArguments from transformers.integrations import is_deepspeed_zero3_enabled from transformers.trainer_utils import get_last_checkpoint @@ -35,21 +34,35 @@ from ..extras import logging from ..extras.constants import CHECKPOINT_NAMES from ..extras.misc import check_dependencies, get_current_device +from ..integrations.ray.ray_train_args import RayTrainArguments from .data_args import DataArguments from .evaluation_args import EvaluationArguments from .finetuning_args import FinetuningArguments from .generating_args import GeneratingArguments from .model_args import ModelArguments -from ..integrations.ray.ray_train_args import RayTrainArguments logger = logging.get_logger(__name__) check_dependencies() -_TRAIN_ARGS = [ModelArguments, DataArguments, Seq2SeqTrainingArguments, FinetuningArguments, GeneratingArguments, RayTrainArguments] -_TRAIN_CLS = Tuple[ModelArguments, DataArguments, Seq2SeqTrainingArguments, FinetuningArguments, GeneratingArguments, RayTrainArguments] +_TRAIN_ARGS = [ + ModelArguments, + DataArguments, + Seq2SeqTrainingArguments, + FinetuningArguments, + GeneratingArguments, + RayTrainArguments, +] +_TRAIN_CLS = Tuple[ + ModelArguments, + DataArguments, + Seq2SeqTrainingArguments, + FinetuningArguments, + GeneratingArguments, + RayTrainArguments, +] _INFER_ARGS = [ModelArguments, DataArguments, FinetuningArguments, GeneratingArguments] _INFER_CLS = Tuple[ModelArguments, DataArguments, FinetuningArguments, GeneratingArguments] _EVAL_ARGS = [ModelArguments, DataArguments, EvaluationArguments, FinetuningArguments] @@ -70,14 +83,17 @@ def _read_args(args: Optional[Dict[str, Any]] = None) -> Dict[str, Any]: return {} -def _parse_args(parser: "HfArgumentParser", args: Optional[Dict[str, Any]] = None, allow_extra_keys: bool = False) -> Tuple[Any]: - +def _parse_args( + parser: "HfArgumentParser", args: Optional[Dict[str, Any]] = None, allow_extra_keys: bool = False +) -> Tuple[Any]: args_dict = _read_args(args) - + if args_dict: return parser.parse_dict(args_dict, allow_extra_keys=allow_extra_keys) else: - (*parsed_args, unknown_args) = parser.parse_args_into_dataclasses(args=args_dict, return_remaining_strings=True) + (*parsed_args, unknown_args) = parser.parse_args_into_dataclasses( + args=args_dict, return_remaining_strings=True + ) if unknown_args: print(parser.format_help()) @@ -85,7 +101,6 @@ def _parse_args(parser: "HfArgumentParser", args: Optional[Dict[str, Any]] = Non raise ValueError(f"Some specified arguments are not used by the HfArgumentParser: {unknown_args}") return (*parsed_args,) - def _set_transformers_logging() -> None: @@ -187,7 +202,7 @@ def _parse_ray_args(args: Optional[Dict[str, Any]] = None) -> RayTrainArguments: def get_train_args(args: Optional[Dict[str, Any]] = None) -> _TRAIN_CLS: model_args, data_args, training_args, finetuning_args, generating_args, _ = _parse_train_args(args) - + # Setup logging if training_args.should_log: _set_transformers_logging() diff --git a/src/llamafactory/integrations/ray/ray_train.py b/src/llamafactory/integrations/ray/ray_train.py index 4620bb5adc..50a2927a9e 100644 --- a/src/llamafactory/integrations/ray/ray_train.py +++ b/src/llamafactory/integrations/ray/ray_train.py @@ -1,21 +1,19 @@ - from typing import Any, Callable, Dict -from ray.train.torch import TorchTrainer from ray.train import ScalingConfig +from ray.train.torch import TorchTrainer from .ray_train_args import RayTrainArguments - + def get_ray_trainer( training_function: Callable, train_loop_config: Dict[str, Any], ray_args: RayTrainArguments, ) -> TorchTrainer: - if not ray_args.use_ray: raise ValueError("Ray is not enabled. Please set USE_RAY=1 in your environment.") - + trainer = TorchTrainer( training_function, train_loop_config=train_loop_config, @@ -25,4 +23,4 @@ def get_ray_trainer( use_gpu=True, ), ) - return trainer \ No newline at end of file + return trainer diff --git a/src/llamafactory/integrations/ray/ray_train_args.py b/src/llamafactory/integrations/ray/ray_train_args.py index 9ee9dc8e94..afacbee13e 100644 --- a/src/llamafactory/integrations/ray/ray_train_args.py +++ b/src/llamafactory/integrations/ray/ray_train_args.py @@ -3,14 +3,23 @@ from .ray_utils import should_use_ray + @dataclass class RayTrainArguments: r""" Arguments pertaining to the Ray training. """ - resources_per_worker: Optional[Dict[str, Any]] = field(default_factory=lambda: {"GPU": 1}, metadata={"help": "The resources per worker for Ray training. Default is to use 1 GPU per worker."}) - num_workers: Optional[int] = field(default=1, metadata={"help": "The number of workers for Ray training. Default is 1 worker."}) - placement_strategy: Optional[Literal["SPREAD", "PACK", "STRICT_SPREAD", "STRICT_PACK"]] = field(default="PACK", metadata={"help": "The placement strategy for Ray training. Default is PACK."}) + + resources_per_worker: Optional[Dict[str, Any]] = field( + default_factory=lambda: {"GPU": 1}, + metadata={"help": "The resources per worker for Ray training. Default is to use 1 GPU per worker."}, + ) + num_workers: Optional[int] = field( + default=1, metadata={"help": "The number of workers for Ray training. Default is 1 worker."} + ) + placement_strategy: Optional[Literal["SPREAD", "PACK", "STRICT_SPREAD", "STRICT_PACK"]] = field( + default="PACK", metadata={"help": "The placement strategy for Ray training. Default is PACK."} + ) @property def use_ray(self) -> bool: @@ -19,4 +28,3 @@ def use_ray(self) -> bool: This prevents manual setting of use_ray. """ return should_use_ray() - diff --git a/src/llamafactory/integrations/ray/ray_utils.py b/src/llamafactory/integrations/ray/ray_utils.py index 67ce2ed9a0..8b8b045e0c 100644 --- a/src/llamafactory/integrations/ray/ray_utils.py +++ b/src/llamafactory/integrations/ray/ray_utils.py @@ -1,9 +1,5 @@ - import os def should_use_ray(): return os.getenv("USE_RAY", "0").lower() in ["true", "1"] - - - diff --git a/src/llamafactory/train/tuner.py b/src/llamafactory/train/tuner.py index 507a1f14c6..8c46189065 100644 --- a/src/llamafactory/train/tuner.py +++ b/src/llamafactory/train/tuner.py @@ -37,14 +37,15 @@ if TYPE_CHECKING: from transformers import TrainerCallback - + logger = logging.get_logger(__name__) + def training_function(config: Dict[str, Any]) -> None: args = config.get("args", None) callbacks = config.get("callbacks", []) - + callbacks.append(LogCallback()) model_args, data_args, training_args, finetuning_args, generating_args = get_train_args(args) @@ -71,15 +72,15 @@ def training_function(config: Dict[str, Any]) -> None: else: raise ValueError(f"Unknown task: {finetuning_args.stage}.") + def run_exp(args: Optional[Dict[str, Any]] = None, callbacks: List["TrainerCallback"] = []) -> None: - args_dict = _read_args(args) ray_args = _parse_ray_args(args_dict) - - if ray_args.use_ray: + + if ray_args.use_ray: # Import lazily to avoid ray not installed error from ..integrations.ray.ray_train import get_ray_trainer - + # Initialize ray trainer trainer = get_ray_trainer( training_function=training_function, From d8cac6f54663e6cffeddf2c65e3da454e7b86a75 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 7 Jan 2025 08:54:41 +0000 Subject: [PATCH 075/187] refactor ray integration, support save ckpt --- .env.local | 1 + examples/README.md | 6 ++ examples/README_zh.md | 6 ++ examples/train_lora/llama3_lora_sft.yaml | 8 -- examples/train_lora/llama3_lora_sft_ray.yaml | 48 ++++++++++++ src/llamafactory/cli.py | 6 +- src/llamafactory/extras/misc.py | 10 ++- src/llamafactory/extras/packages.py | 4 + src/llamafactory/hparams/__init__.py | 7 +- src/llamafactory/hparams/parser.py | 77 +++++++------------ src/llamafactory/hparams/training_args.py | 48 ++++++++++++ src/llamafactory/integrations/__init__.py | 0 src/llamafactory/integrations/ray/__init__.py | 0 .../integrations/ray/ray_train.py | 26 ------- .../integrations/ray/ray_train_args.py | 30 -------- .../integrations/ray/ray_utils.py | 5 -- src/llamafactory/train/trainer_utils.py | 53 ++++++++++--- src/llamafactory/train/tuner.py | 41 ++++------ 18 files changed, 215 insertions(+), 161 deletions(-) create mode 100644 examples/train_lora/llama3_lora_sft_ray.yaml create mode 100644 src/llamafactory/hparams/training_args.py delete mode 100644 src/llamafactory/integrations/__init__.py delete mode 100644 src/llamafactory/integrations/ray/__init__.py delete mode 100644 src/llamafactory/integrations/ray/ray_train.py delete mode 100644 src/llamafactory/integrations/ray/ray_train_args.py delete mode 100644 src/llamafactory/integrations/ray/ray_utils.py diff --git a/.env.local b/.env.local index 203aebaf2f..1d8f2a0063 100644 --- a/.env.local +++ b/.env.local @@ -12,6 +12,7 @@ FORCE_CHECK_IMPORTS= LLAMAFACTORY_VERBOSITY= USE_MODELSCOPE_HUB= USE_OPENMIND_HUB= +USE_RAY= RECORD_VRAM= # torchrun FORCE_TORCHRUN= diff --git a/examples/README.md b/examples/README.md index cc2afc463a..89f7d17465 100644 --- a/examples/README.md +++ b/examples/README.md @@ -95,6 +95,12 @@ FORCE_TORCHRUN=1 NNODES=2 NODE_RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 FORCE_TORCHRUN=1 llamafactory-cli train examples/train_lora/llama3_lora_sft_ds3.yaml ``` +#### Supervised Fine-Tuning with Ray on 4 GPUs + +```bash +USE_RAY=1 llamafactory-cli train examples/train_full/llama3_lora_sft_ray.yaml +``` + ### QLoRA Fine-Tuning #### Supervised Fine-Tuning with 4/8-bit Bitsandbytes/HQQ/EETQ Quantization (Recommended) diff --git a/examples/README_zh.md b/examples/README_zh.md index b41d7ab8a8..2c108e5661 100644 --- a/examples/README_zh.md +++ b/examples/README_zh.md @@ -95,6 +95,12 @@ FORCE_TORCHRUN=1 NNODES=2 NODE_RANK=1 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 FORCE_TORCHRUN=1 llamafactory-cli train examples/train_lora/llama3_lora_sft_ds3.yaml ``` +#### 使用 Ray 在 4 张 GPU 上微调 + +```bash +USE_RAY=1 llamafactory-cli train examples/train_full/llama3_lora_sft_ray.yaml +``` + ### QLoRA 微调 #### 基于 4/8 比特 Bitsandbytes/HQQ/EETQ 量化进行指令监督微调(推荐) diff --git a/examples/train_lora/llama3_lora_sft.yaml b/examples/train_lora/llama3_lora_sft.yaml index dc4f5addf6..243f24459c 100644 --- a/examples/train_lora/llama3_lora_sft.yaml +++ b/examples/train_lora/llama3_lora_sft.yaml @@ -9,7 +9,6 @@ finetuning_type: lora lora_target: all ### dataset -dataset_dir: /home/ray/default/LLaMA-Factory/data/ dataset: identity,alpaca_en_demo template: llama3 cutoff_len: 2048 @@ -39,10 +38,3 @@ val_size: 0.1 per_device_eval_batch_size: 1 eval_strategy: steps eval_steps: 500 - - -### ray setup -resources_per_worker: - GPU: 1 -num_workers: 4 -# placement_strategy: ... diff --git a/examples/train_lora/llama3_lora_sft_ray.yaml b/examples/train_lora/llama3_lora_sft_ray.yaml new file mode 100644 index 0000000000..4aac08bc4c --- /dev/null +++ b/examples/train_lora/llama3_lora_sft_ray.yaml @@ -0,0 +1,48 @@ +### model +model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct # or use local absolute path +trust_remote_code: true + +### method +stage: sft +do_train: true +finetuning_type: lora +lora_target: all + +### dataset +dataset: identity,alpaca_en_demo +dataset_dir: REMOTE:llamafactory/demo_data # or use local absolute path +template: llama3 +cutoff_len: 2048 +max_samples: 1000 +overwrite_cache: true +preprocessing_num_workers: 16 + +### output +output_dir: tmp_dir +logging_steps: 10 +save_steps: 500 +plot_loss: true +overwrite_output_dir: true + +### train +per_device_train_batch_size: 1 +gradient_accumulation_steps: 8 +learning_rate: 1.0e-4 +num_train_epochs: 3.0 +lr_scheduler_type: cosine +warmup_ratio: 0.1 +bf16: true +ddp_timeout: 180000000 + +### eval +val_size: 0.1 +per_device_eval_batch_size: 1 +eval_strategy: steps +eval_steps: 500 + +### ray +ray_run_name: llama3_8b_sft_lora +ray_num_workers: 4 # number of GPUs to use +resources_per_worker: + GPU: 1 +placement_strategy: PACK diff --git a/src/llamafactory/cli.py b/src/llamafactory/cli.py index a2a8e29db9..72085e2d07 100644 --- a/src/llamafactory/cli.py +++ b/src/llamafactory/cli.py @@ -24,8 +24,7 @@ from .eval.evaluator import run_eval from .extras import logging from .extras.env import VERSION, print_env -from .extras.misc import get_device_count -from .integrations.ray.ray_utils import should_use_ray +from .extras.misc import get_device_count, use_ray from .train.tuner import export_model, run_exp from .webui.interface import run_web_demo, run_web_ui @@ -88,8 +87,7 @@ def main(): export_model() elif command == Command.TRAIN: force_torchrun = os.getenv("FORCE_TORCHRUN", "0").lower() in ["true", "1"] - use_ray = should_use_ray() - if force_torchrun or (get_device_count() > 1 and not use_ray): + if force_torchrun or (get_device_count() > 1 and not use_ray()): master_addr = os.getenv("MASTER_ADDR", "127.0.0.1") master_port = os.getenv("MASTER_PORT", str(random.randint(20001, 29999))) logger.info_rank0(f"Initializing distributed tasks at: {master_addr}:{master_port}") diff --git a/src/llamafactory/extras/misc.py b/src/llamafactory/extras/misc.py index 735c5d63f2..11797f9fb3 100644 --- a/src/llamafactory/extras/misc.py +++ b/src/llamafactory/extras/misc.py @@ -229,7 +229,7 @@ def skip_check_imports() -> None: r""" Avoids flash attention import error in custom model files. """ - if os.environ.get("FORCE_CHECK_IMPORTS", "0").lower() not in ["true", "1"]: + if os.getenv("FORCE_CHECK_IMPORTS", "0").lower() not in ["true", "1"]: transformers.dynamic_module_utils.check_imports = get_relative_imports @@ -275,8 +275,12 @@ def try_download_model_from_other_hub(model_args: "ModelArguments") -> str: def use_modelscope() -> bool: - return os.environ.get("USE_MODELSCOPE_HUB", "0").lower() in ["true", "1"] + return os.getenv("USE_MODELSCOPE_HUB", "0").lower() in ["true", "1"] def use_openmind() -> bool: - return os.environ.get("USE_OPENMIND_HUB", "0").lower() in ["true", "1"] + return os.getenv("USE_OPENMIND_HUB", "0").lower() in ["true", "1"] + + +def use_ray() -> bool: + return os.getenv("USE_RAY", "0").lower() in ["true", "1"] diff --git a/src/llamafactory/extras/packages.py b/src/llamafactory/extras/packages.py index 44b9bb8a24..6b2bc3f34e 100644 --- a/src/llamafactory/extras/packages.py +++ b/src/llamafactory/extras/packages.py @@ -62,6 +62,10 @@ def is_pillow_available(): return _is_package_available("PIL") +def is_ray_available(): + return _is_package_available("ray") + + def is_requests_available(): return _is_package_available("requests") diff --git a/src/llamafactory/hparams/__init__.py b/src/llamafactory/hparams/__init__.py index cfe448c127..254a845ec1 100644 --- a/src/llamafactory/hparams/__init__.py +++ b/src/llamafactory/hparams/__init__.py @@ -17,7 +17,8 @@ from .finetuning_args import FinetuningArguments from .generating_args import GeneratingArguments from .model_args import ModelArguments -from .parser import get_eval_args, get_infer_args, get_train_args +from .parser import get_eval_args, get_infer_args, get_ray_args, get_train_args, read_args +from .training_args import RayArguments, TrainingArguments __all__ = [ @@ -26,7 +27,11 @@ "FinetuningArguments", "GeneratingArguments", "ModelArguments", + "RayArguments", + "TrainingArguments", "get_eval_args", "get_infer_args", + "get_ray_args", "get_train_args", + "read_args", ] diff --git a/src/llamafactory/hparams/parser.py b/src/llamafactory/hparams/parser.py index 8cdfa7cbc3..62edbf7842 100644 --- a/src/llamafactory/hparams/parser.py +++ b/src/llamafactory/hparams/parser.py @@ -19,12 +19,12 @@ import os import sys from pathlib import Path -from typing import Any, Dict, Optional, Tuple +from typing import Any, Dict, List, Optional, Tuple, Union import torch import transformers import yaml -from transformers import HfArgumentParser, Seq2SeqTrainingArguments +from transformers import HfArgumentParser from transformers.integrations import is_deepspeed_zero3_enabled from transformers.trainer_utils import get_last_checkpoint from transformers.training_args import ParallelMode @@ -34,12 +34,12 @@ from ..extras import logging from ..extras.constants import CHECKPOINT_NAMES from ..extras.misc import check_dependencies, get_current_device -from ..integrations.ray.ray_train_args import RayTrainArguments from .data_args import DataArguments from .evaluation_args import EvaluationArguments from .finetuning_args import FinetuningArguments from .generating_args import GeneratingArguments from .model_args import ModelArguments +from .training_args import RayArguments, TrainingArguments logger = logging.get_logger(__name__) @@ -47,60 +47,41 @@ check_dependencies() -_TRAIN_ARGS = [ - ModelArguments, - DataArguments, - Seq2SeqTrainingArguments, - FinetuningArguments, - GeneratingArguments, - RayTrainArguments, -] -_TRAIN_CLS = Tuple[ - ModelArguments, - DataArguments, - Seq2SeqTrainingArguments, - FinetuningArguments, - GeneratingArguments, - RayTrainArguments, -] +_TRAIN_ARGS = [ModelArguments, DataArguments, TrainingArguments, FinetuningArguments, GeneratingArguments] +_TRAIN_CLS = Tuple[ModelArguments, DataArguments, TrainingArguments, FinetuningArguments, GeneratingArguments] _INFER_ARGS = [ModelArguments, DataArguments, FinetuningArguments, GeneratingArguments] _INFER_CLS = Tuple[ModelArguments, DataArguments, FinetuningArguments, GeneratingArguments] _EVAL_ARGS = [ModelArguments, DataArguments, EvaluationArguments, FinetuningArguments] _EVAL_CLS = Tuple[ModelArguments, DataArguments, EvaluationArguments, FinetuningArguments] -def _read_args(args: Optional[Dict[str, Any]] = None) -> Dict[str, Any]: +def read_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> Union[Dict[str, Any], List[str]]: if args is not None: return args if len(sys.argv) == 2 and (sys.argv[1].endswith(".yaml") or sys.argv[1].endswith(".yml")): - # read yaml file return yaml.safe_load(Path(sys.argv[1]).absolute().read_text()) elif len(sys.argv) == 2 and sys.argv[1].endswith(".json"): - # read json file return json.loads(Path(sys.argv[1]).absolute().read_text()) else: - return {} + return sys.argv[1:] def _parse_args( - parser: "HfArgumentParser", args: Optional[Dict[str, Any]] = None, allow_extra_keys: bool = False + parser: "HfArgumentParser", args: Optional[Union[Dict[str, Any], List[str]]] = None, allow_extra_keys: bool = False ) -> Tuple[Any]: - args_dict = _read_args(args) + args = read_args(args) + if isinstance(args, dict): + return parser.parse_dict(args, allow_extra_keys=allow_extra_keys) - if args_dict: - return parser.parse_dict(args_dict, allow_extra_keys=allow_extra_keys) - else: - (*parsed_args, unknown_args) = parser.parse_args_into_dataclasses( - args=args_dict, return_remaining_strings=True - ) + (*parsed_args, unknown_args) = parser.parse_args_into_dataclasses(args=args, return_remaining_strings=True) - if unknown_args: - print(parser.format_help()) - print(f"Got unknown args, potentially deprecated arguments: {unknown_args}") - raise ValueError(f"Some specified arguments are not used by the HfArgumentParser: {unknown_args}") + if unknown_args: + print(parser.format_help()) + print(f"Got unknown args, potentially deprecated arguments: {unknown_args}") + raise ValueError(f"Some specified arguments are not used by the HfArgumentParser: {unknown_args}") - return (*parsed_args,) + return (*parsed_args,) def _set_transformers_logging() -> None: @@ -141,7 +122,7 @@ def _verify_model_args( def _check_extra_dependencies( model_args: "ModelArguments", finetuning_args: "FinetuningArguments", - training_args: Optional["Seq2SeqTrainingArguments"] = None, + training_args: Optional["TrainingArguments"] = None, ) -> None: if os.getenv("DISABLE_VERSION_CHECK", "0").lower() in ["true", "1"]: logger.warning_once("Version checking has been disabled, may lead to unexpected behaviors.") @@ -177,31 +158,29 @@ def _check_extra_dependencies( require_version("rouge_chinese", "To fix: pip install rouge-chinese") -def _parse_train_args(args: Optional[Dict[str, Any]] = None) -> _TRAIN_CLS: +def _parse_train_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _TRAIN_CLS: parser = HfArgumentParser(_TRAIN_ARGS) return _parse_args(parser, args) -def _parse_infer_args(args: Optional[Dict[str, Any]] = None) -> _INFER_CLS: +def _parse_infer_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _INFER_CLS: parser = HfArgumentParser(_INFER_ARGS) return _parse_args(parser, args) -def _parse_eval_args(args: Optional[Dict[str, Any]] = None) -> _EVAL_CLS: +def _parse_eval_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _EVAL_CLS: parser = HfArgumentParser(_EVAL_ARGS) return _parse_args(parser, args) -def _parse_ray_args(args: Optional[Dict[str, Any]] = None) -> RayTrainArguments: - parser = HfArgumentParser(RayTrainArguments) - ray_args = _parse_args(parser, args, allow_extra_keys=True)[0] - if ray_args.use_ray: - require_version("ray", "To fix: pip install ray") +def get_ray_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> RayArguments: + parser = HfArgumentParser(RayArguments) + (ray_args,) = _parse_args(parser, args, allow_extra_keys=True) return ray_args -def get_train_args(args: Optional[Dict[str, Any]] = None) -> _TRAIN_CLS: - model_args, data_args, training_args, finetuning_args, generating_args, _ = _parse_train_args(args) +def get_train_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _TRAIN_CLS: + model_args, data_args, training_args, finetuning_args, generating_args = _parse_train_args(args) # Setup logging if training_args.should_log: @@ -410,7 +389,7 @@ def get_train_args(args: Optional[Dict[str, Any]] = None) -> _TRAIN_CLS: return model_args, data_args, training_args, finetuning_args, generating_args -def get_infer_args(args: Optional[Dict[str, Any]] = None) -> _INFER_CLS: +def get_infer_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _INFER_CLS: model_args, data_args, finetuning_args, generating_args = _parse_infer_args(args) _set_transformers_logging() @@ -443,7 +422,7 @@ def get_infer_args(args: Optional[Dict[str, Any]] = None) -> _INFER_CLS: return model_args, data_args, finetuning_args, generating_args -def get_eval_args(args: Optional[Dict[str, Any]] = None) -> _EVAL_CLS: +def get_eval_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _EVAL_CLS: model_args, data_args, eval_args, finetuning_args = _parse_eval_args(args) _set_transformers_logging() diff --git a/src/llamafactory/hparams/training_args.py b/src/llamafactory/hparams/training_args.py new file mode 100644 index 0000000000..9df24ace61 --- /dev/null +++ b/src/llamafactory/hparams/training_args.py @@ -0,0 +1,48 @@ +import json +from dataclasses import dataclass, field +from typing import Literal, Optional, Union + +from transformers import Seq2SeqTrainingArguments +from transformers.training_args import _convert_str_dict + +from ..extras.misc import use_ray + + +@dataclass +class RayArguments: + r""" + Arguments pertaining to the Ray training. + """ + + ray_run_name: Optional[str] = field( + default=None, + metadata={"help": "The training results will be saved at `saves/ray_run_name`."}, + ) + ray_num_workers: int = field( + default=1, + metadata={"help": "The number of workers for Ray training. Default is 1 worker."}, + ) + resources_per_worker: Union[dict, str] = field( + default_factory=lambda: {"GPU": 1}, + metadata={"help": "The resources per worker for Ray training. Default is to use 1 GPU per worker."}, + ) + placement_strategy: Literal["SPREAD", "PACK", "STRICT_SPREAD", "STRICT_PACK"] = field( + default="PACK", + metadata={"help": "The placement strategy for Ray training. Default is PACK."}, + ) + + def __post_init__(self): + self.use_ray = use_ray() + if isinstance(self.resources_per_worker, str) and self.resources_per_worker.startswith("{"): + self.resources_per_worker = _convert_str_dict(json.loads(self.resources_per_worker)) + + +@dataclass +class TrainingArguments(RayArguments, Seq2SeqTrainingArguments): + r""" + Arguments pertaining to the trainer. + """ + + def __post_init__(self): + Seq2SeqTrainingArguments.__post_init__(self) + RayArguments.__post_init__(self) diff --git a/src/llamafactory/integrations/__init__.py b/src/llamafactory/integrations/__init__.py deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/src/llamafactory/integrations/ray/__init__.py b/src/llamafactory/integrations/ray/__init__.py deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/src/llamafactory/integrations/ray/ray_train.py b/src/llamafactory/integrations/ray/ray_train.py deleted file mode 100644 index 50a2927a9e..0000000000 --- a/src/llamafactory/integrations/ray/ray_train.py +++ /dev/null @@ -1,26 +0,0 @@ -from typing import Any, Callable, Dict - -from ray.train import ScalingConfig -from ray.train.torch import TorchTrainer - -from .ray_train_args import RayTrainArguments - - -def get_ray_trainer( - training_function: Callable, - train_loop_config: Dict[str, Any], - ray_args: RayTrainArguments, -) -> TorchTrainer: - if not ray_args.use_ray: - raise ValueError("Ray is not enabled. Please set USE_RAY=1 in your environment.") - - trainer = TorchTrainer( - training_function, - train_loop_config=train_loop_config, - scaling_config=ScalingConfig( - num_workers=ray_args.num_workers, - resources_per_worker=ray_args.resources_per_worker, - use_gpu=True, - ), - ) - return trainer diff --git a/src/llamafactory/integrations/ray/ray_train_args.py b/src/llamafactory/integrations/ray/ray_train_args.py deleted file mode 100644 index afacbee13e..0000000000 --- a/src/llamafactory/integrations/ray/ray_train_args.py +++ /dev/null @@ -1,30 +0,0 @@ -from dataclasses import dataclass, field -from typing import Any, Dict, Literal, Optional - -from .ray_utils import should_use_ray - - -@dataclass -class RayTrainArguments: - r""" - Arguments pertaining to the Ray training. - """ - - resources_per_worker: Optional[Dict[str, Any]] = field( - default_factory=lambda: {"GPU": 1}, - metadata={"help": "The resources per worker for Ray training. Default is to use 1 GPU per worker."}, - ) - num_workers: Optional[int] = field( - default=1, metadata={"help": "The number of workers for Ray training. Default is 1 worker."} - ) - placement_strategy: Optional[Literal["SPREAD", "PACK", "STRICT_SPREAD", "STRICT_PACK"]] = field( - default="PACK", metadata={"help": "The placement strategy for Ray training. Default is PACK."} - ) - - @property - def use_ray(self) -> bool: - """ - Always returns the value from the environment variable check. - This prevents manual setting of use_ray. - """ - return should_use_ray() diff --git a/src/llamafactory/integrations/ray/ray_utils.py b/src/llamafactory/integrations/ray/ray_utils.py deleted file mode 100644 index 8b8b045e0c..0000000000 --- a/src/llamafactory/integrations/ray/ray_utils.py +++ /dev/null @@ -1,5 +0,0 @@ -import os - - -def should_use_ray(): - return os.getenv("USE_RAY", "0").lower() in ["true", "1"] diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index 4cd2337e76..6aca53cf91 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -18,7 +18,8 @@ # limitations under the License. from collections.abc import Mapping -from typing import TYPE_CHECKING, Callable, Dict, List, Optional, Tuple, Union +from pathlib import Path +from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple, Union import torch from transformers import Trainer @@ -31,7 +32,7 @@ from ..extras import logging from ..extras.constants import IGNORE_INDEX -from ..extras.packages import is_galore_available +from ..extras.packages import is_galore_available, is_ray_available from ..hparams import FinetuningArguments, ModelArguments from ..model import find_all_linear_modules, load_model, load_tokenizer, load_valuehead_params @@ -40,11 +41,16 @@ from galore_torch import GaLoreAdafactor, GaLoreAdamW, GaLoreAdamW8bit # type: ignore +if is_ray_available(): + from ray.train import RunConfig, ScalingConfig + from ray.train.torch import TorchTrainer + + if TYPE_CHECKING: - from transformers import PreTrainedModel, Seq2SeqTrainingArguments, TrainerCallback + from transformers import PreTrainedModel, TrainerCallback from trl import AutoModelForCausalLMWithValueHead - from ..hparams import DataArguments + from ..hparams import DataArguments, RayArguments, TrainingArguments logger = logging.get_logger(__name__) @@ -75,7 +81,7 @@ def create_modelcard_and_push( trainer: "Trainer", model_args: "ModelArguments", data_args: "DataArguments", - training_args: "Seq2SeqTrainingArguments", + training_args: "TrainingArguments", finetuning_args: "FinetuningArguments", ) -> None: kwargs = { @@ -188,7 +194,7 @@ def _get_decay_parameter_names(model: "PreTrainedModel") -> List[str]: def _create_galore_optimizer( model: "PreTrainedModel", - training_args: "Seq2SeqTrainingArguments", + training_args: "TrainingArguments", finetuning_args: "FinetuningArguments", ) -> "torch.optim.Optimizer": if len(finetuning_args.galore_target) == 1 and finetuning_args.galore_target[0] == "all": @@ -272,7 +278,7 @@ def optimizer_hook(param: "torch.nn.Parameter"): def _create_loraplus_optimizer( model: "PreTrainedModel", - training_args: "Seq2SeqTrainingArguments", + training_args: "TrainingArguments", finetuning_args: "FinetuningArguments", ) -> "torch.optim.Optimizer": default_lr = training_args.learning_rate @@ -312,7 +318,7 @@ def _create_loraplus_optimizer( def _create_badam_optimizer( model: "PreTrainedModel", - training_args: "Seq2SeqTrainingArguments", + training_args: "TrainingArguments", finetuning_args: "FinetuningArguments", ) -> "torch.optim.Optimizer": decay_params, nodecay_params = [], [] @@ -373,7 +379,7 @@ def _create_badam_optimizer( def _create_adam_mini_optimizer( model: "PreTrainedModel", - training_args: "Seq2SeqTrainingArguments", + training_args: "TrainingArguments", ) -> "torch.optim.Optimizer": from adam_mini import Adam_mini # type: ignore @@ -398,7 +404,7 @@ def _create_adam_mini_optimizer( def create_custom_optimizer( model: "PreTrainedModel", - training_args: "Seq2SeqTrainingArguments", + training_args: "TrainingArguments", finetuning_args: "FinetuningArguments", ) -> Optional["torch.optim.Optimizer"]: if finetuning_args.use_galore: @@ -415,7 +421,7 @@ def create_custom_optimizer( def create_custom_scheduler( - training_args: "Seq2SeqTrainingArguments", + training_args: "TrainingArguments", num_training_steps: int, optimizer: Optional["torch.optim.Optimizer"] = None, ) -> None: @@ -499,3 +505,28 @@ def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCall config={"Framework": "🦙LlamaFactory"}, ) return swanlab_callback + + +def get_ray_trainer( + training_function: Callable, + train_loop_config: Dict[str, Any], + ray_args: "RayArguments", +) -> "TorchTrainer": + if not ray_args.use_ray: + raise ValueError("Ray was not enabled. Please set `USE_RAY=1` to enable ray.") + + trainer = TorchTrainer( + training_function, + train_loop_config=train_loop_config, + scaling_config=ScalingConfig( + num_workers=ray_args.ray_num_workers, + resources_per_worker=ray_args.resources_per_worker, + placement_strategy=ray_args.placement_strategy, + use_gpu=True, + ), + run_config=RunConfig( + name=ray_args.ray_run_name, + storage_path=Path("./saves").absolute().as_posix(), + ), + ) + return trainer diff --git a/src/llamafactory/train/tuner.py b/src/llamafactory/train/tuner.py index 8c46189065..24620c87aa 100644 --- a/src/llamafactory/train/tuner.py +++ b/src/llamafactory/train/tuner.py @@ -22,8 +22,8 @@ from ..data import get_template_and_fix_tokenizer from ..extras import logging from ..extras.constants import V_HEAD_SAFE_WEIGHTS_NAME, V_HEAD_WEIGHTS_NAME -from ..hparams import get_infer_args, get_train_args -from ..hparams.parser import _parse_ray_args, _read_args +from ..extras.packages import is_ray_available +from ..hparams import get_infer_args, get_ray_args, get_train_args, read_args from ..model import load_model, load_tokenizer from .callbacks import LogCallback, PissaConvertCallback, ReporterCallback from .dpo import run_dpo @@ -32,7 +32,11 @@ from .pt import run_pt from .rm import run_rm from .sft import run_sft -from .trainer_utils import get_swanlab_callback +from .trainer_utils import get_ray_trainer, get_swanlab_callback + + +if is_ray_available(): + from ray.train.huggingface.transformers import RayTrainReportCallback if TYPE_CHECKING: @@ -43,10 +47,8 @@ def training_function(config: Dict[str, Any]) -> None: - args = config.get("args", None) - callbacks = config.get("callbacks", []) - - callbacks.append(LogCallback()) + args = config.get("args") + callbacks: List[Any] = config.get("callbacks") model_args, data_args, training_args, finetuning_args, generating_args = get_train_args(args) if finetuning_args.pissa_convert: @@ -73,31 +75,22 @@ def training_function(config: Dict[str, Any]) -> None: raise ValueError(f"Unknown task: {finetuning_args.stage}.") -def run_exp(args: Optional[Dict[str, Any]] = None, callbacks: List["TrainerCallback"] = []) -> None: - args_dict = _read_args(args) - ray_args = _parse_ray_args(args_dict) +def run_exp(args: Optional[Dict[str, Any]] = None, callbacks: Optional[List["TrainerCallback"]] = None) -> None: + callbacks = callbacks or [] + callbacks.append(LogCallback()) + args = read_args(args) + ray_args = get_ray_args(args) if ray_args.use_ray: - # Import lazily to avoid ray not installed error - from ..integrations.ray.ray_train import get_ray_trainer - - # Initialize ray trainer + callbacks.append(RayTrainReportCallback()) trainer = get_ray_trainer( training_function=training_function, - train_loop_config={ - "args": args_dict, - "callbacks": callbacks, - }, + train_loop_config={"args": args, "callbacks": callbacks}, ray_args=ray_args, ) trainer.fit() else: - training_function( - config={ - "args": args_dict, - "callbacks": callbacks, - } - ) + training_function(config={"args": args, "callbacks": callbacks}) def export_model(args: Optional[Dict[str, Any]] = None) -> None: From c46675d5e56d175c27d705ef0068fb47dc89a872 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Tue, 7 Jan 2025 09:59:24 +0000 Subject: [PATCH 076/187] fix llamaboard with ray --- src/llamafactory/train/callbacks.py | 6 +++--- src/llamafactory/train/tuner.py | 11 +++++------ src/llamafactory/webui/runner.py | 6 +++--- 3 files changed, 11 insertions(+), 12 deletions(-) diff --git a/src/llamafactory/train/callbacks.py b/src/llamafactory/train/callbacks.py index 189c753377..4da4ec1857 100644 --- a/src/llamafactory/train/callbacks.py +++ b/src/llamafactory/train/callbacks.py @@ -35,7 +35,7 @@ from ..extras import logging from ..extras.constants import TRAINER_LOG, V_HEAD_SAFE_WEIGHTS_NAME, V_HEAD_WEIGHTS_NAME -from ..extras.misc import get_peak_memory +from ..extras.misc import get_peak_memory, use_ray if is_safetensors_available(): @@ -194,7 +194,7 @@ def __init__(self) -> None: self.do_train = False # Web UI self.webui_mode = os.environ.get("LLAMABOARD_ENABLED", "0").lower() in ["true", "1"] - if self.webui_mode: + if self.webui_mode and not use_ray(): signal.signal(signal.SIGABRT, self._set_abort) self.logger_handler = logging.LoggerHandler(os.environ.get("LLAMABOARD_WORKDIR")) logging.add_handler(self.logger_handler) @@ -383,7 +383,7 @@ def on_train_begin(self, args: "TrainingArguments", state: "TrainerState", contr ) if self.finetuning_args.use_swanlab: - import swanlab + import swanlab # type: ignore swanlab.config.update( { diff --git a/src/llamafactory/train/tuner.py b/src/llamafactory/train/tuner.py index 24620c87aa..bbbef1cf54 100644 --- a/src/llamafactory/train/tuner.py +++ b/src/llamafactory/train/tuner.py @@ -46,11 +46,12 @@ logger = logging.get_logger(__name__) -def training_function(config: Dict[str, Any]) -> None: +def _training_function(config: Dict[str, Any]) -> None: args = config.get("args") callbacks: List[Any] = config.get("callbacks") model_args, data_args, training_args, finetuning_args, generating_args = get_train_args(args) + callbacks.append(LogCallback()) if finetuning_args.pissa_convert: callbacks.append(PissaConvertCallback()) @@ -76,21 +77,19 @@ def training_function(config: Dict[str, Any]) -> None: def run_exp(args: Optional[Dict[str, Any]] = None, callbacks: Optional[List["TrainerCallback"]] = None) -> None: - callbacks = callbacks or [] - callbacks.append(LogCallback()) - args = read_args(args) ray_args = get_ray_args(args) + callbacks = callbacks or [] if ray_args.use_ray: callbacks.append(RayTrainReportCallback()) trainer = get_ray_trainer( - training_function=training_function, + training_function=_training_function, train_loop_config={"args": args, "callbacks": callbacks}, ray_args=ray_args, ) trainer.fit() else: - training_function(config={"args": args, "callbacks": callbacks}) + _training_function(config={"args": args, "callbacks": callbacks}) def export_model(args: Optional[Dict[str, Any]] = None) -> None: diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index f5aecaeb32..dc91ad501a 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -21,7 +21,7 @@ from transformers.trainer import TRAINING_ARGS_NAME from ..extras.constants import LLAMABOARD_CONFIG, PEFT_METHODS, TRAINING_STAGES -from ..extras.misc import is_gpu_or_npu_available, torch_gc +from ..extras.misc import is_gpu_or_npu_available, torch_gc, use_ray from ..extras.packages import is_gradio_available, is_transformers_version_equal_to_4_46 from .common import DEFAULT_CACHE_DIR, DEFAULT_CONFIG_DIR, QUANTIZATION_BITS, get_save_dir, load_config from .locales import ALERTS, LOCALES @@ -394,12 +394,12 @@ def monitor(self): continue if self.do_train: - if os.path.exists(os.path.join(output_path, TRAINING_ARGS_NAME)): + if os.path.exists(os.path.join(output_path, TRAINING_ARGS_NAME)) or use_ray(): finish_info = ALERTS["info_finished"][lang] else: finish_info = ALERTS["err_failed"][lang] else: - if os.path.exists(os.path.join(output_path, "all_results.json")): + if os.path.exists(os.path.join(output_path, "all_results.json")) or use_ray(): finish_info = get_eval_results(os.path.join(output_path, "all_results.json")) else: finish_info = ALERTS["err_failed"][lang] From 47e17dd689840ca9b3c5f34448e5f80265336cca Mon Sep 17 00:00:00 2001 From: hiyouga Date: Wed, 8 Jan 2025 09:56:10 +0000 Subject: [PATCH 077/187] imporve log --- src/llamafactory/chat/hf_engine.py | 2 +- src/llamafactory/data/data_utils.py | 4 +-- src/llamafactory/data/loader.py | 7 ++-- src/llamafactory/data/mm_plugin.py | 8 +++-- src/llamafactory/data/template.py | 4 +-- src/llamafactory/extras/logging.py | 8 ++--- src/llamafactory/extras/misc.py | 34 +++++++++++++------ src/llamafactory/hparams/parser.py | 30 +++++++--------- .../model/model_utils/attention.py | 6 ++-- .../model/model_utils/checkpointing.py | 2 +- .../model/model_utils/longlora.py | 4 +-- src/llamafactory/model/model_utils/moe.py | 5 +-- src/llamafactory/model/model_utils/packing.py | 4 +-- .../model/model_utils/quantization.py | 23 ++++++------- src/llamafactory/train/callbacks.py | 2 +- src/llamafactory/train/sft/workflow.py | 2 +- 16 files changed, 78 insertions(+), 67 deletions(-) diff --git a/src/llamafactory/chat/hf_engine.py b/src/llamafactory/chat/hf_engine.py index 1004544dea..f63b643436 100644 --- a/src/llamafactory/chat/hf_engine.py +++ b/src/llamafactory/chat/hf_engine.py @@ -63,7 +63,7 @@ def __init__( try: asyncio.get_event_loop() except RuntimeError: - logger.warning_once("There is no current event loop, creating a new one.") + logger.warning_rank0_once("There is no current event loop, creating a new one.") loop = asyncio.new_event_loop() asyncio.set_event_loop(loop) diff --git a/src/llamafactory/data/data_utils.py b/src/llamafactory/data/data_utils.py index cbce026c8d..bd5d3587da 100644 --- a/src/llamafactory/data/data_utils.py +++ b/src/llamafactory/data/data_utils.py @@ -56,12 +56,12 @@ def merge_dataset( return all_datasets[0] elif data_args.mix_strategy == "concat": if data_args.streaming: - logger.warning_once("The samples between different datasets will not be mixed in streaming mode.") + logger.warning_rank0_once("The samples between different datasets will not be mixed in streaming mode.") return concatenate_datasets(all_datasets) elif data_args.mix_strategy.startswith("interleave"): if not data_args.streaming: - logger.warning_once("We recommend using `mix_strategy=concat` in non-streaming mode.") + logger.warning_rank0_once("We recommend using `mix_strategy=concat` in non-streaming mode.") return interleave_datasets( datasets=all_datasets, diff --git a/src/llamafactory/data/loader.py b/src/llamafactory/data/loader.py index 863b649216..3c7e34a4d7 100644 --- a/src/llamafactory/data/loader.py +++ b/src/llamafactory/data/loader.py @@ -18,11 +18,10 @@ import numpy as np from datasets import DatasetDict, load_dataset, load_from_disk -from transformers.utils.versions import require_version from ..extras import logging from ..extras.constants import FILEEXT2TYPE -from ..extras.misc import has_tokenized_data +from ..extras.misc import check_version, has_tokenized_data from .aligner import align_dataset from .data_utils import merge_dataset, split_dataset from .parser import get_dataset_list @@ -84,7 +83,7 @@ def _load_single_dataset( raise NotImplementedError(f"Unknown load type: {dataset_attr.load_from}.") if dataset_attr.load_from == "ms_hub": - require_version("modelscope>=1.11.0", "To fix: pip install modelscope>=1.11.0") + check_version("modelscope>=1.11.0", mandatory=True) from modelscope import MsDataset # type: ignore from modelscope.utils.config_ds import MS_DATASETS_CACHE # type: ignore @@ -103,7 +102,7 @@ def _load_single_dataset( dataset = dataset.to_hf_dataset() elif dataset_attr.load_from == "om_hub": - require_version("openmind>=0.8.0", "To fix: pip install openmind>=0.8.0") + check_version("openmind>=0.8.0", mandatory=True) from openmind import OmDataset # type: ignore from openmind.utils.hub import OM_DATASETS_CACHE # type: ignore diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index 4e1f418af2..a8c46d11e9 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -73,10 +73,14 @@ def _validate_input( Validates if this model accepts the input modalities. """ if len(images) != 0 and self.image_token is None: - raise ValueError("This model does not support image input.") + raise ValueError( + "This model does not support image input. Please check whether the correct `template` is used." + ) if len(videos) != 0 and self.video_token is None: - raise ValueError("This model does not support video input.") + raise ValueError( + "This model does not support video input. Please check whether the correct `template` is used." + ) def _preprocess_image(self, image: "ImageObject", **kwargs) -> "ImageObject": r""" diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 5768cf7be6..ebe315535e 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -15,10 +15,10 @@ from dataclasses import dataclass from typing import TYPE_CHECKING, Dict, List, Optional, Sequence, Tuple, Union -from transformers.utils.versions import require_version from typing_extensions import override from ..extras import logging +from ..extras.misc import check_version from .data_utils import Role from .formatter import EmptyFormatter, FunctionFormatter, StringFormatter, ToolFormatter from .mm_plugin import get_mm_plugin @@ -365,7 +365,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: raise ValueError(f"Template {data_args.template} does not exist.") if template.mm_plugin.__class__.__name__ != "BasePlugin": - require_version("transformers>=4.45.0", "To fix: pip install transformers>=4.45.0") + check_version("transformers>=4.45.0") if data_args.train_on_prompt and template.efficient_eos: raise ValueError("Current template does not support `train_on_prompt`.") diff --git a/src/llamafactory/extras/logging.py b/src/llamafactory/extras/logging.py index 40889a88b0..8f98b05534 100644 --- a/src/llamafactory/extras/logging.py +++ b/src/llamafactory/extras/logging.py @@ -68,7 +68,7 @@ def close(self) -> None: class _Logger(logging.Logger): r""" - A logger that supports info_rank0 and warning_once. + A logger that supports rank0 logging. """ def info_rank0(self, *args, **kwargs) -> None: @@ -77,7 +77,7 @@ def info_rank0(self, *args, **kwargs) -> None: def warning_rank0(self, *args, **kwargs) -> None: self.warning(*args, **kwargs) - def warning_once(self, *args, **kwargs) -> None: + def warning_rank0_once(self, *args, **kwargs) -> None: self.warning(*args, **kwargs) @@ -163,11 +163,11 @@ def warning_rank0(self: "logging.Logger", *args, **kwargs) -> None: @lru_cache(None) -def warning_once(self: "logging.Logger", *args, **kwargs) -> None: +def warning_rank0_once(self: "logging.Logger", *args, **kwargs) -> None: if int(os.getenv("LOCAL_RANK", "0")) == 0: self.warning(*args, **kwargs) logging.Logger.info_rank0 = info_rank0 logging.Logger.warning_rank0 = warning_rank0 -logging.Logger.warning_once = warning_once +logging.Logger.warning_rank0_once = warning_rank0_once diff --git a/src/llamafactory/extras/misc.py b/src/llamafactory/extras/misc.py index 11797f9fb3..beaed725bc 100644 --- a/src/llamafactory/extras/misc.py +++ b/src/llamafactory/extras/misc.py @@ -73,19 +73,31 @@ def update(self, val, n=1): self.avg = self.sum / self.count -def check_dependencies() -> None: +def check_version(requirement: str, mandatory: bool = False) -> None: r""" - Checks the version of the required packages. + Optionally checks the package version. """ - if os.getenv("DISABLE_VERSION_CHECK", "0").lower() in ["true", "1"]: - logger.warning_once("Version checking has been disabled, may lead to unexpected behaviors.") + if os.getenv("DISABLE_VERSION_CHECK", "0").lower() in ["true", "1"] and not mandatory: + logger.warning_rank0_once("Version checking has been disabled, may lead to unexpected behaviors.") return - require_version("transformers>=4.41.2,<=4.46.1", "To fix: pip install transformers>=4.41.2,<=4.46.1") - require_version("datasets>=2.16.0,<=3.1.0", "To fix: pip install datasets>=2.16.0,<=3.1.0") - require_version("accelerate>=0.34.0,<=1.0.1", "To fix: pip install accelerate>=0.34.0,<=1.0.1") - require_version("peft>=0.11.1,<=0.12.0", "To fix: pip install peft>=0.11.1,<=0.12.0") - require_version("trl>=0.8.6,<=0.9.6", "To fix: pip install trl>=0.8.6,<=0.9.6") + if mandatory: + hint = f"To fix: run `pip install {requirement}`." + else: + hint = f"To fix: run `pip install {requirement}` or set `DISABLE_VERSION_CHECK=1` to skip this check." + + require_version(requirement, hint) + + +def check_dependencies() -> None: + r""" + Checks the version of the required packages. + """ + check_version("transformers>=4.41.2,<=4.46.1") + check_version("datasets>=2.16.0,<=3.1.0") + check_version("accelerate>=0.34.0,<=1.0.1") + check_version("peft>=0.11.1,<=0.12.0") + check_version("trl>=0.8.6,<=0.9.6") def calculate_tps(dataset: Sequence[Dict[str, Any]], metrics: Dict[str, float], stage: Literal["sft", "rm"]) -> float: @@ -253,7 +265,7 @@ def try_download_model_from_other_hub(model_args: "ModelArguments") -> str: return model_args.model_name_or_path if use_modelscope(): - require_version("modelscope>=1.11.0", "To fix: pip install modelscope>=1.11.0") + check_version("modelscope>=1.11.0", mandatory=True) from modelscope import snapshot_download # type: ignore revision = "master" if model_args.model_revision == "main" else model_args.model_revision @@ -264,7 +276,7 @@ def try_download_model_from_other_hub(model_args: "ModelArguments") -> str: ) if use_openmind(): - require_version("openmind>=0.8.0", "To fix: pip install openmind>=0.8.0") + check_version("openmind>=0.8.0", mandatory=True) from openmind.utils.hub import snapshot_download # type: ignore return snapshot_download( diff --git a/src/llamafactory/hparams/parser.py b/src/llamafactory/hparams/parser.py index 62edbf7842..456e34a2f2 100644 --- a/src/llamafactory/hparams/parser.py +++ b/src/llamafactory/hparams/parser.py @@ -29,11 +29,10 @@ from transformers.trainer_utils import get_last_checkpoint from transformers.training_args import ParallelMode from transformers.utils import is_torch_bf16_gpu_available, is_torch_npu_available -from transformers.utils.versions import require_version from ..extras import logging from ..extras.constants import CHECKPOINT_NAMES -from ..extras.misc import check_dependencies, get_current_device +from ..extras.misc import check_dependencies, check_version, get_current_device from .data_args import DataArguments from .evaluation_args import EvaluationArguments from .finetuning_args import FinetuningArguments @@ -124,38 +123,35 @@ def _check_extra_dependencies( finetuning_args: "FinetuningArguments", training_args: Optional["TrainingArguments"] = None, ) -> None: - if os.getenv("DISABLE_VERSION_CHECK", "0").lower() in ["true", "1"]: - logger.warning_once("Version checking has been disabled, may lead to unexpected behaviors.") - return - if model_args.use_unsloth: - require_version("unsloth", "Please install unsloth: https://github.com/unslothai/unsloth") + check_version("unsloth", mandatory=True) if model_args.enable_liger_kernel: - require_version("liger-kernel", "To fix: pip install liger-kernel") + check_version("liger-kernel", mandatory=True) if model_args.mixture_of_depths is not None: - require_version("mixture-of-depth>=1.1.6", "To fix: pip install mixture-of-depth>=1.1.6") + check_version("mixture-of-depth>=1.1.6", mandatory=True) if model_args.infer_backend == "vllm": - require_version("vllm>=0.4.3,<0.6.7", "To fix: pip install vllm>=0.4.3,<0.6.7") + check_version("vllm>=0.4.3,<0.6.7") + check_version("vllm", mandatory=True) if finetuning_args.use_galore: - require_version("galore_torch", "To fix: pip install galore_torch") + check_version("galore_torch", mandatory=True) if finetuning_args.use_badam: - require_version("badam>=1.2.1", "To fix: pip install badam>=1.2.1") + check_version("badam>=1.2.1", mandatory=True) if finetuning_args.use_adam_mini: - require_version("adam-mini", "To fix: pip install adam-mini") + check_version("adam-mini", mandatory=True) if finetuning_args.plot_loss: - require_version("matplotlib", "To fix: pip install matplotlib") + check_version("matplotlib", mandatory=True) if training_args is not None and training_args.predict_with_generate: - require_version("jieba", "To fix: pip install jieba") - require_version("nltk", "To fix: pip install nltk") - require_version("rouge_chinese", "To fix: pip install rouge-chinese") + check_version("jieba", mandatory=True) + check_version("nltk", mandatory=True) + check_version("rouge_chinese", mandatory=True) def _parse_train_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _TRAIN_CLS: diff --git a/src/llamafactory/model/model_utils/attention.py b/src/llamafactory/model/model_utils/attention.py index bf243aaa00..8ec74351d0 100644 --- a/src/llamafactory/model/model_utils/attention.py +++ b/src/llamafactory/model/model_utils/attention.py @@ -15,9 +15,9 @@ from typing import TYPE_CHECKING from transformers.utils import is_flash_attn_2_available, is_torch_sdpa_available -from transformers.utils.versions import require_version from ...extras import logging +from ...extras.misc import check_version if TYPE_CHECKING: @@ -35,8 +35,8 @@ def configure_attn_implementation( if getattr(config, "model_type", None) == "gemma2" and is_trainable: if model_args.flash_attn == "auto" or model_args.flash_attn == "fa2": if is_flash_attn_2_available(): - require_version("transformers>=4.42.4", "To fix: pip install transformers>=4.42.4") - require_version("flash_attn>=2.6.3", "To fix: pip install flash_attn>=2.6.3") + check_version("transformers>=4.42.4") + check_version("flash_attn>=2.6.3") if model_args.flash_attn != "fa2": logger.warning_rank0("Gemma-2 should use flash attention 2, change `flash_attn` to fa2.") model_args.flash_attn = "fa2" diff --git a/src/llamafactory/model/model_utils/checkpointing.py b/src/llamafactory/model/model_utils/checkpointing.py index 0fad48cf3d..80a50f3e41 100644 --- a/src/llamafactory/model/model_utils/checkpointing.py +++ b/src/llamafactory/model/model_utils/checkpointing.py @@ -122,7 +122,7 @@ def _gradient_checkpointing_enable( if "value" in inspect.signature(self._set_gradient_checkpointing).parameters: # old GC format self.apply(partial(self._set_gradient_checkpointing, value=True)) self.enable_input_require_grads() - logger.warning_once("You are using the old GC format, some features (e.g. BAdam) will be invalid.") + logger.warning_rank0_once("You are using the old GC format, some features (e.g. BAdam) will be invalid.") else: # have already enabled input require gradients self._set_gradient_checkpointing(enable=True, gradient_checkpointing_func=gradient_checkpointing_func) diff --git a/src/llamafactory/model/model_utils/longlora.py b/src/llamafactory/model/model_utils/longlora.py index 96a7b40ec4..8945784639 100644 --- a/src/llamafactory/model/model_utils/longlora.py +++ b/src/llamafactory/model/model_utils/longlora.py @@ -31,10 +31,10 @@ apply_rotary_pos_emb, repeat_kv, ) -from transformers.utils.versions import require_version from ...extras import logging from ...extras.constants import SUPPORTED_CLASS_FOR_S2ATTN +from ...extras.misc import check_version from ...extras.packages import is_transformers_version_greater_than @@ -353,7 +353,7 @@ def shift(state: "torch.Tensor") -> "torch.Tensor": def _apply_llama_patch() -> None: - require_version("transformers>=4.41.2,<=4.46.1", "To fix: pip install transformers>=4.41.2,<=4.46.1") + check_version("transformers>=4.41.2,<=4.46.1") LlamaAttention.forward = llama_attention_forward LlamaFlashAttention2.forward = llama_flash_attention_2_forward LlamaSdpaAttention.forward = llama_sdpa_attention_forward diff --git a/src/llamafactory/model/model_utils/moe.py b/src/llamafactory/model/model_utils/moe.py index 642d164afa..58039e2a22 100644 --- a/src/llamafactory/model/model_utils/moe.py +++ b/src/llamafactory/model/model_utils/moe.py @@ -16,7 +16,8 @@ import torch from transformers.integrations import is_deepspeed_zero3_enabled -from transformers.utils.versions import require_version + +from ...extras.misc import check_version if TYPE_CHECKING: @@ -26,7 +27,7 @@ def _set_z3_leaf_modules(model: "PreTrainedModel", leaf_modules: Sequence["torch.nn.Module"]) -> None: - require_version("deepspeed>=0.13.0", "To fix: pip install deepspeed>=0.13.0") + check_version("deepspeed>=0.13.0") from deepspeed.utils import set_z3_leaf_modules # type: ignore set_z3_leaf_modules(model, leaf_modules) diff --git a/src/llamafactory/model/model_utils/packing.py b/src/llamafactory/model/model_utils/packing.py index 014c8e87a9..34c3c55b74 100644 --- a/src/llamafactory/model/model_utils/packing.py +++ b/src/llamafactory/model/model_utils/packing.py @@ -41,9 +41,9 @@ import torch import torch.nn.functional as F -from transformers.utils.versions import require_version from ...extras import logging +from ...extras.misc import check_version from ...extras.packages import is_transformers_version_greater_than @@ -118,6 +118,6 @@ def configure_packing(model_args: "ModelArguments", is_trainable: bool) -> None: if not is_trainable or not model_args.block_diag_attn: return - require_version("transformers>=4.43.0,<=4.46.1", "To fix: pip install transformers>=4.43.0,<=4.46.1") + check_version("transformers>=4.43.0,<=4.46.1") transformers.modeling_flash_attention_utils._get_unpad_data = get_unpad_data logger.info_rank0("Using block diagonal attention for sequence packing without cross-attention.") diff --git a/src/llamafactory/model/model_utils/quantization.py b/src/llamafactory/model/model_utils/quantization.py index 0739c56611..e000ee23f9 100644 --- a/src/llamafactory/model/model_utils/quantization.py +++ b/src/llamafactory/model/model_utils/quantization.py @@ -26,11 +26,10 @@ from transformers import BitsAndBytesConfig, EetqConfig, GPTQConfig, HqqConfig from transformers.integrations import is_deepspeed_zero3_enabled from transformers.modeling_utils import is_fsdp_enabled -from transformers.utils.versions import require_version from ...extras import logging from ...extras.constants import FILEEXT2TYPE -from ...extras.misc import get_current_device +from ...extras.misc import check_version, get_current_device if TYPE_CHECKING: @@ -118,15 +117,15 @@ def configure_quantization( quant_method = quantization_config.get("quant_method", "") if quant_method == QuantizationMethod.GPTQ: - require_version("auto_gptq>=0.5.0", "To fix: pip install auto_gptq>=0.5.0") + check_version("auto_gptq>=0.5.0", mandatory=True) quantization_config.pop("disable_exllama", None) # remove deprecated args quantization_config["use_exllama"] = False # disable exllama if quant_method == QuantizationMethod.AWQ: - require_version("autoawq", "To fix: pip install autoawq") + check_version("autoawq", mandatory=True) if quant_method == QuantizationMethod.AQLM: - require_version("aqlm>=1.1.0", "To fix: pip install aqlm[gpu]>=1.1.0") + check_version("aqlm>=1.1.0", mandatory=True) quantization_config["bits"] = 2 quant_bits = quantization_config.get("bits", "?") @@ -136,8 +135,8 @@ def configure_quantization( if model_args.export_quantization_bit not in [8, 4, 3, 2]: raise ValueError("AutoGPTQ only accepts 2/3/4/8-bit quantization.") - require_version("optimum>=1.17.0", "To fix: pip install optimum>=1.17.0") - require_version("auto_gptq>=0.5.0", "To fix: pip install auto_gptq>=0.5.0") + check_version("optimum>=1.17.0", mandatory=True) + check_version("auto_gptq>=0.5.0", mandatory=True) from accelerate.utils import get_max_memory if getattr(config, "model_type", None) == "chatglm": @@ -154,10 +153,10 @@ def configure_quantization( elif model_args.quantization_bit is not None: # on-the-fly if model_args.quantization_method == QuantizationMethod.BITS_AND_BYTES.value: if model_args.quantization_bit == 8: - require_version("bitsandbytes>=0.37.0", "To fix: pip install bitsandbytes>=0.37.0") + check_version("bitsandbytes>=0.37.0", mandatory=True) init_kwargs["quantization_config"] = BitsAndBytesConfig(load_in_8bit=True) elif model_args.quantization_bit == 4: - require_version("bitsandbytes>=0.39.0", "To fix: pip install bitsandbytes>=0.39.0") + check_version("bitsandbytes>=0.39.0", mandatory=True) init_kwargs["quantization_config"] = BitsAndBytesConfig( load_in_4bit=True, bnb_4bit_compute_dtype=model_args.compute_dtype, @@ -175,7 +174,7 @@ def configure_quantization( if model_args.quantization_bit != 4: raise ValueError("Only 4-bit quantized model can use fsdp+qlora or auto device map.") - require_version("bitsandbytes>=0.43.0", "To fix: pip install bitsandbytes>=0.43.0") + check_version("bitsandbytes>=0.43.0", mandatory=True) else: init_kwargs["device_map"] = {"": get_current_device()} # change auto device map for inference @@ -187,7 +186,7 @@ def configure_quantization( if is_deepspeed_zero3_enabled() or is_fsdp_enabled(): raise ValueError("HQQ quantization is incompatible with DeepSpeed ZeRO-3 or FSDP.") - require_version("hqq", "To fix: pip install hqq") + check_version("hqq", mandatory=True) init_kwargs["quantization_config"] = HqqConfig( nbits=model_args.quantization_bit, quant_zero=False, quant_scale=False, axis=0 ) # use ATEN kernel (axis=0) for performance @@ -199,6 +198,6 @@ def configure_quantization( if is_deepspeed_zero3_enabled() or is_fsdp_enabled(): raise ValueError("EETQ quantization is incompatible with DeepSpeed ZeRO-3 or FSDP.") - require_version("eetq", "To fix: pip install eetq") + check_version("eetq", mandatory=True) init_kwargs["quantization_config"] = EetqConfig() logger.info_rank0(f"Quantizing model to {model_args.quantization_bit} bit with EETQ.") diff --git a/src/llamafactory/train/callbacks.py b/src/llamafactory/train/callbacks.py index 4da4ec1857..5906a4a6f3 100644 --- a/src/llamafactory/train/callbacks.py +++ b/src/llamafactory/train/callbacks.py @@ -239,7 +239,7 @@ def on_init_end(self, args: "TrainingArguments", state: "TrainerState", control: and os.path.exists(os.path.join(args.output_dir, TRAINER_LOG)) and args.overwrite_output_dir ): - logger.warning_once("Previous trainer log in this folder will be deleted.") + logger.warning_rank0_once("Previous trainer log in this folder will be deleted.") os.remove(os.path.join(args.output_dir, TRAINER_LOG)) @override diff --git a/src/llamafactory/train/sft/workflow.py b/src/llamafactory/train/sft/workflow.py index 1ccfa9ef63..f41f24cbac 100644 --- a/src/llamafactory/train/sft/workflow.py +++ b/src/llamafactory/train/sft/workflow.py @@ -122,7 +122,7 @@ def run_sft( # Predict if training_args.do_predict: - logger.warning_once("Batch generation can be very slow. Consider using `scripts/vllm_infer.py` instead.") + logger.warning_rank0_once("Batch generation can be very slow. Consider using `scripts/vllm_infer.py` instead.") predict_results = trainer.predict(dataset_module["eval_dataset"], metric_key_prefix="predict", **gen_kwargs) trainer.log_metrics("predict", predict_results.metrics) trainer.save_metrics("predict", predict_results.metrics) From 9c4c84828b77acf48caf60726e4e7ef3e972118d Mon Sep 17 00:00:00 2001 From: zhubin Date: Wed, 8 Jan 2025 17:18:41 +0800 Subject: [PATCH 078/187] =?UTF-8?q?fix=20=C2=96get=20ray=20args=20when=20a?= =?UTF-8?q?rgs=20not=20a=20dict?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- src/llamafactory/hparams/parser.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/llamafactory/hparams/parser.py b/src/llamafactory/hparams/parser.py index 62edbf7842..f3c40f6883 100644 --- a/src/llamafactory/hparams/parser.py +++ b/src/llamafactory/hparams/parser.py @@ -76,7 +76,7 @@ def _parse_args( (*parsed_args, unknown_args) = parser.parse_args_into_dataclasses(args=args, return_remaining_strings=True) - if unknown_args: + if unknown_args and not allow_extra_keys: print(parser.format_help()) print(f"Got unknown args, potentially deprecated arguments: {unknown_args}") raise ValueError(f"Some specified arguments are not used by the HfArgumentParser: {unknown_args}") From ae16ea755d581a5a288fb55f12481215f369b255 Mon Sep 17 00:00:00 2001 From: hiyouga Date: Thu, 9 Jan 2025 18:27:20 +0000 Subject: [PATCH 079/187] improve template, add phi4 model --- README.md | 11 +- README_zh.md | 11 +- src/llamafactory/data/template.py | 146 ++++++++++++--------------- src/llamafactory/extras/constants.py | 19 ++++ tests/data/test_template.py | 85 +++++++++------- 5 files changed, 147 insertions(+), 125 deletions(-) diff --git a/README.md b/README.md index 1eec5b96eb..739a13afe6 100644 --- a/README.md +++ b/README.md @@ -88,14 +88,16 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ ## Changelog +[25/01/10] We supported fine-tuning the **[Phi-4](https://huggingface.co/microsoft/phi-4)** model. + [24/12/21] We supported using **[SwanLab](https://github.com/SwanHubX/SwanLab)** for experiment tracking and visualization. See [this section](#use-swanlab-logger) for details. [24/11/27] We supported fine-tuning the **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** model and the **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** dataset. -[24/10/09] We supported downloading pre-trained models and datasets from the **[Modelers Hub](https://modelers.cn/models)**. See [this tutorial](#download-from-modelers-hub) for usage. -
Full Changelog +[24/10/09] We supported downloading pre-trained models and datasets from the **[Modelers Hub](https://modelers.cn/models)**. See [this tutorial](#download-from-modelers-hub) for usage. + [24/09/19] We supported fine-tuning the **[Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/)** models. [24/08/30] We supported fine-tuning the **[Qwen2-VL](https://qwenlm.github.io/blog/qwen2-vl/)** models. Thank [@simonJJJ](https://github.com/simonJJJ)'s PR. @@ -211,8 +213,9 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [OLMo](https://huggingface.co/allenai) | 1B/7B | - | | [PaliGemma/PaliGemma2](https://huggingface.co/google) | 3B/10B/28B | paligemma | | [Phi-1.5/Phi-2](https://huggingface.co/microsoft) | 1.3B/2.7B | - | -| [Phi-3](https://huggingface.co/microsoft) | 4B/14B | phi | +| [Phi-3/Phi-3.5](https://huggingface.co/microsoft) | 4B/14B | phi | | [Phi-3-small](https://huggingface.co/microsoft) | 7B | phi_small | +| [Phi-4](https://huggingface.co/microsoft) | 14B | phi4 | | [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral | | [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | | [Qwen2-VL/QVQ](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | @@ -762,7 +765,7 @@ If you have a project that should be incorporated, please contact via email or c This repository is licensed under the [Apache-2.0 License](LICENSE). -Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT-2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) +Please follow the model licenses to use the corresponding model weights: [Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT-2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3/Phi-4](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## Citation diff --git a/README_zh.md b/README_zh.md index 352a483db5..e21560d2a4 100644 --- a/README_zh.md +++ b/README_zh.md @@ -89,14 +89,16 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 ## 更新日志 +[25/01/10] 我们支持了 **[Phi-4](https://huggingface.co/microsoft/phi-4)** 模型的微调。 + [24/12/21] 我们支持了使用 **[SwanLab](https://github.com/SwanHubX/SwanLab)** 跟踪与可视化实验。详细用法请参考 [此部分](#使用-swanlab-面板)。 [24/11/27] 我们支持了 **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** 模型的微调和 **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** 数据集。 -[24/10/09] 我们支持了从 **[魔乐社区](https://modelers.cn/models)** 下载预训练模型和数据集。详细用法请参照 [此教程](#从魔乐社区下载)。 -
展开日志 +[24/10/09] 我们支持了从 **[魔乐社区](https://modelers.cn/models)** 下载预训练模型和数据集。详细用法请参照 [此教程](#从魔乐社区下载)。 + [24/09/19] 我们支持了 **[Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/)** 模型的微调。 [24/08/30] 我们支持了 **[Qwen2-VL](https://qwenlm.github.io/blog/qwen2-vl/)** 模型的微调。感谢 [@simonJJJ](https://github.com/simonJJJ) 的 PR。 @@ -212,8 +214,9 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [OLMo](https://huggingface.co/allenai) | 1B/7B | - | | [PaliGemma/PaliGemma2](https://huggingface.co/google) | 3B/10B/28B | paligemma | | [Phi-1.5/Phi-2](https://huggingface.co/microsoft) | 1.3B/2.7B | - | -| [Phi-3](https://huggingface.co/microsoft) | 4B/14B | phi | +| [Phi-3/Phi-3.5](https://huggingface.co/microsoft) | 4B/14B | phi | | [Phi-3-small](https://huggingface.co/microsoft) | 7B | phi_small | +| [Phi-4](https://huggingface.co/microsoft) | 14B | phi4 | | [Pixtral](https://huggingface.co/mistralai) | 12B | pixtral | | [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen) | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen | | [Qwen2-VL/QVQ](https://huggingface.co/Qwen) | 2B/7B/72B | qwen2_vl | @@ -763,7 +766,7 @@ swanlab_run_name: test_run # 可选 本仓库的代码依照 [Apache-2.0](LICENSE) 协议开源。 -使用模型权重时,请遵循对应的模型协议:[Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT-2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) +使用模型权重时,请遵循对应的模型协议:[Baichuan 2](https://huggingface.co/baichuan-inc/Baichuan2-7B-Base/blob/main/Community%20License%20for%20Baichuan%202%20Model.pdf) / [BLOOM](https://huggingface.co/spaces/bigscience/license) / [ChatGLM3](https://github.com/THUDM/ChatGLM3/blob/main/MODEL_LICENSE) / [Command R](https://cohere.com/c4ai-cc-by-nc-license) / [DeepSeek](https://github.com/deepseek-ai/DeepSeek-LLM/blob/main/LICENSE-MODEL) / [Falcon](https://huggingface.co/tiiuae/falcon-180B/blob/main/LICENSE.txt) / [Gemma](https://ai.google.dev/gemma/terms) / [GLM-4](https://huggingface.co/THUDM/glm-4-9b/blob/main/LICENSE) / [GPT-2](https://github.com/openai/gpt-2/blob/master/LICENSE) / [Granite](LICENSE) / [Index](https://huggingface.co/IndexTeam/Index-1.9B/blob/main/LICENSE) / [InternLM2](https://github.com/InternLM/InternLM#license) / [Llama](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md) / [Llama 2 (LLaVA-1.5)](https://ai.meta.com/llama/license/) / [Llama 3](https://llama.meta.com/llama3/license/) / [MiniCPM](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md) / [Mistral/Mixtral/Pixtral](LICENSE) / [OLMo](LICENSE) / [Phi-1.5/Phi-2](https://huggingface.co/microsoft/phi-1_5/resolve/main/Research%20License.docx) / [Phi-3/Phi-4](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/blob/main/LICENSE) / [Qwen](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) / [Skywork](https://huggingface.co/Skywork/Skywork-13B-base/blob/main/Skywork%20Community%20License.pdf) / [StarCoder 2](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) / [TeleChat2](https://huggingface.co/Tele-AI/telechat-7B/blob/main/TeleChat%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) / [XVERSE](https://github.com/xverse-ai/XVERSE-13B/blob/main/MODEL_LICENSE.pdf) / [Yi](https://huggingface.co/01-ai/Yi-6B/blob/main/LICENSE) / [Yi-1.5](LICENSE) / [Yuan 2](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/LICENSE-Yuan) ## 引用 diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index ebe315535e..490b571dde 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -44,7 +44,6 @@ class Template: format_function: "Formatter" format_observation: "Formatter" format_tools: "Formatter" - format_separator: "Formatter" format_prefix: "Formatter" default_system: str stop_words: List[str] @@ -113,9 +112,6 @@ def _encode( tool_text = self.format_tools.apply(content=tools)[0] if tools else "" elements += self.format_system.apply(content=(system + tool_text)) - if i > 0 and i % 2 == 0: - elements += self.format_separator.apply() - if message["role"] == Role.USER.value: elements += self.format_user.apply(content=message["content"], idx=str(i // 2)) elif message["role"] == Role.ASSISTANT.value: @@ -180,9 +176,6 @@ def _encode( tool_text = self.format_tools.apply(content=tools)[0] if tools else "" system_text = self.format_system.apply(content=(system + tool_text))[0] - if i > 0 and i % 2 == 0: - elements += self.format_separator.apply() - if message["role"] == Role.USER.value: elements += self.format_user.apply(content=system_text + message["content"]) elif message["role"] == Role.ASSISTANT.value: @@ -210,7 +203,6 @@ def _register_template( format_function: Optional["Formatter"] = None, format_observation: Optional["Formatter"] = None, format_tools: Optional["Formatter"] = None, - format_separator: Optional["Formatter"] = None, format_prefix: Optional["Formatter"] = None, default_system: str = "", stop_words: Sequence[str] = [], @@ -224,34 +216,28 @@ def _register_template( To add the following chat template: ``` - [HUMAN]: - user prompt here - [AI]: - model response here - - [HUMAN]: - user prompt here - [AI]: - model response here + user prompt here + model response here + user prompt here + model response here ``` The corresponding code should be: ``` _register_template( name="custom", - format_user=StringFormatter(slots=["[HUMAN]:\n{{content}}\n[AI]:\n"]), - format_separator=EmptyFormatter(slots=["\n\n"]), - efficient_eos=True, + format_user=StringFormatter(slots=["{{content}}\n"]), + format_assistant=StringFormatter(slots=["{{content}}\n"]), + format_prefix=EmptyFormatter(""), ) ``` """ - template_class = Llama2Template if any(k in name for k in ("llama2", "mistral")) else Template + template_class = Llama2Template if any(k in name for k in ("llama2", "mistral", "pixtral")) else Template default_slots = ["{{content}}"] if efficient_eos else ["{{content}}", {"eos_token"}] default_user_formatter = StringFormatter(slots=["{{content}}"]) default_assistant_formatter = StringFormatter(slots=default_slots) default_function_formatter = FunctionFormatter(slots=default_slots, tool_format="default") default_tool_formatter = ToolFormatter(tool_format="default") - default_separator_formatter = EmptyFormatter() default_prefix_formatter = EmptyFormatter() TEMPLATES[name] = template_class( format_user=format_user or default_user_formatter, @@ -260,7 +246,6 @@ def _register_template( format_function=format_function or default_function_formatter, format_observation=format_observation or format_user or default_user_formatter, format_tools=format_tools or default_tool_formatter, - format_separator=format_separator or default_separator_formatter, format_prefix=format_prefix or default_prefix_formatter, default_system=default_system, stop_words=stop_words, @@ -344,9 +329,7 @@ def _get_jinja_template(template: "Template", tokenizer: "PreTrainedTokenizer") jinja_template += "{{ " + user_message + " }}" jinja_template += "{% elif message['role'] == 'assistant' %}" - assistant_message = _convert_slots_to_jinja( - template.format_assistant.apply() + template.format_separator.apply(), tokenizer - ) + assistant_message = _convert_slots_to_jinja(template.format_assistant.apply(), tokenizer) jinja_template += "{{ " + assistant_message + " }}" jinja_template += "{% endif %}" jinja_template += "{% endfor %}" @@ -411,7 +394,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="alpaca", format_user=StringFormatter(slots=["### Instruction:\n{{content}}\n\n### Response:\n"]), - format_separator=EmptyFormatter(slots=["\n\n"]), + format_assistant=StringFormatter(slots=["{{content}}", {"eos_token"}, "\n\n"]), default_system=( "Below is an instruction that describes a task. " "Write a response that appropriately completes the request.\n\n" @@ -423,13 +406,13 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="aquila", format_user=StringFormatter(slots=["Human: {{content}}###Assistant:"]), - format_separator=EmptyFormatter(slots=["###"]), + format_assistant=StringFormatter(slots=["{{content}}###"]), + format_system=StringFormatter(slots=["System: {{content}}###"]), default_system=( "A chat between a curious human and an artificial intelligence assistant. " "The assistant gives helpful, detailed, and polite answers to the human's questions." ), stop_words=[""], - efficient_eos=True, ) @@ -459,7 +442,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="belle", format_user=StringFormatter(slots=["Human: {{content}}\n\nBelle: "]), - format_separator=EmptyFormatter(slots=["\n\n"]), + format_assistant=StringFormatter(slots=["{{content}}", {"eos_token"}, "\n\n"]), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), ) @@ -481,7 +464,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="chatglm2", format_user=StringFormatter(slots=["[Round {{idx}}]\n\n问:{{content}}\n\n答:"]), - format_separator=EmptyFormatter(slots=["\n\n"]), format_prefix=EmptyFormatter(slots=[{"token": "[gMASK]"}, {"token": "sop"}]), efficient_eos=True, ) @@ -506,9 +488,9 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="chatml", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), format_observation=StringFormatter(slots=["<|im_start|>tool\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), - format_separator=EmptyFormatter(slots=["\n"]), stop_words=["<|im_end|>", "<|im_start|>"], replace_eos=True, replace_jinja_template=True, @@ -519,9 +501,9 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="chatml_de", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), format_observation=StringFormatter(slots=["<|im_start|>tool\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), - format_separator=EmptyFormatter(slots=["\n"]), default_system="Du bist ein freundlicher und hilfsbereiter KI-Assistent.", stop_words=["<|im_end|>", "<|im_start|>"], replace_eos=True, @@ -574,9 +556,11 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="cpm3", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), stop_words=["<|im_end|>"], @@ -587,9 +571,9 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="dbrx", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), format_observation=StringFormatter(slots=["<|im_start|>tool\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), - format_separator=EmptyFormatter(slots=["\n"]), default_system=( "You are DBRX, created by Databricks. You were last updated in December 2023. " "You answer questions based on information available up to that point.\n" @@ -606,7 +590,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: "ABOUT YOURSELF UNLESS THE INFORMATION IS DIRECTLY PERTINENT TO THE USER'S QUERY." ), stop_words=["<|im_end|>"], - replace_eos=True, ) @@ -628,8 +611,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="deepseekcoder", format_user=StringFormatter(slots=["### Instruction:\n{{content}}\n### Response:"]), - format_assistant=StringFormatter(slots=["\n{{content}}\n<|EOT|>"]), - format_separator=EmptyFormatter(slots=["\n"]), + format_assistant=StringFormatter(slots=["\n{{content}}\n<|EOT|>\n"]), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), default_system=( "You are an AI programming assistant, utilizing the DeepSeek Coder model, " @@ -643,8 +625,8 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="default", format_user=StringFormatter(slots=["Human: {{content}}\nAssistant:"]), - format_system=StringFormatter(slots=["{{content}}\n"]), - format_separator=EmptyFormatter(slots=["\n"]), + format_assistant=StringFormatter(slots=["{{content}}", {"eos_token"}, "\n"]), + format_system=StringFormatter(slots=["System: {{content}}\n"]), ) @@ -657,22 +639,22 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="exaone", format_user=StringFormatter(slots=["[|user|]{{content}}\n[|assistant|]"]), + format_assistant=StringFormatter(slots=["{{content}}", {"eos_token"}, "\n"]), format_system=StringFormatter(slots=["[|system|]{{content}}[|endofturn|]\n"]), - format_separator=EmptyFormatter(slots=["\n"]), ) _register_template( name="falcon", format_user=StringFormatter(slots=["User: {{content}}\nFalcon:"]), - format_separator=EmptyFormatter(slots=["\n"]), + format_assistant=StringFormatter(slots=["{{content}}\n"]), efficient_eos=True, ) _register_template( name="fewshot", - format_separator=EmptyFormatter(slots=["\n\n"]), + format_assistant=StringFormatter(slots=["{{content}}\n\n"]), efficient_eos=True, ) @@ -680,12 +662,11 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="gemma", format_user=StringFormatter(slots=["user\n{{content}}\nmodel\n"]), + format_assistant=StringFormatter(slots=["{{content}}\n"]), format_observation=StringFormatter( slots=["tool\n{{content}}\nmodel\n"] ), - format_separator=EmptyFormatter(slots=["\n"]), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), - efficient_eos=True, ) @@ -710,8 +691,8 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: "<|start_of_role|>user<|end_of_role|>{{content}}<|end_of_text|>\n<|start_of_role|>assistant<|end_of_role|>" ] ), + format_assistant=StringFormatter(slots=["{{content}}<|end_of_text|>\n"]), format_system=StringFormatter(slots=["<|start_of_role|>system<|end_of_role|>{{content}}<|end_of_text|>\n"]), - format_separator=EmptyFormatter(slots=["\n"]), ) @@ -726,22 +707,20 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="intern", format_user=StringFormatter(slots=["<|User|>:{{content}}\n<|Bot|>:"]), + format_assistant=StringFormatter(slots=["{{content}}\n"]), format_system=StringFormatter(slots=["<|System|>:{{content}}\n"]), - format_separator=EmptyFormatter(slots=["\n"]), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), stop_words=[""], - efficient_eos=True, # internlm tokenizer cannot set eos_token_id ) _register_template( name="intern2", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), - format_separator=EmptyFormatter(slots=["<|im_end|>\n"]), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), stop_words=["<|im_end|>"], - efficient_eos=True, # internlm2 tokenizer cannot set eos_token_id ) @@ -872,6 +851,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: name="llava_next_mistral", format_user=StringFormatter(slots=["[INST] {{content}}[/INST]"]), format_assistant=StringFormatter(slots=[" {{content}}", {"eos_token"}]), + format_system=StringFormatter(slots=["{{content}}\n\n"]), format_function=FunctionFormatter(slots=["[TOOL_CALLS] ", "{{content}}", {"eos_token"}], tool_format="mistral"), format_observation=StringFormatter(slots=["""[TOOL_RESULTS] {"content": {{content}}}[/TOOL_RESULTS]"""]), format_tools=ToolFormatter(tool_format="mistral"), @@ -884,16 +864,15 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="llava_next_qwen", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), - format_function=FunctionFormatter(slots=["{{content}}", "<|im_end|>"], tool_format="qwen"), + format_function=FunctionFormatter(slots=["{{content}}<|im_end|>\n"], tool_format="qwen"), format_observation=StringFormatter( slots=["<|im_start|>user\n\n{{content}}\n<|im_end|>\n<|im_start|>assistant\n"] ), format_tools=ToolFormatter(tool_format="qwen"), - format_separator=EmptyFormatter(slots=["\n"]), default_system="You are a helpful assistant.", stop_words=["<|im_end|>"], - replace_eos=True, mm_plugin=get_mm_plugin(name="llava_next", image_token=""), ) @@ -902,10 +881,9 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="llava_next_yi", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), - format_separator=EmptyFormatter(slots=["\n"]), stop_words=["<|im_end|>"], - replace_eos=True, mm_plugin=get_mm_plugin(name="llava_next", image_token=""), ) @@ -927,6 +905,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: name="llava_next_video_mistral", format_user=StringFormatter(slots=["[INST] {{content}}[/INST]"]), format_assistant=StringFormatter(slots=[" {{content}}", {"eos_token"}]), + format_system=StringFormatter(slots=["{{content}}\n\n"]), format_function=FunctionFormatter(slots=["[TOOL_CALLS] ", "{{content}}", {"eos_token"}], tool_format="mistral"), format_observation=StringFormatter(slots=["""[TOOL_RESULTS] {"content": {{content}}}[/TOOL_RESULTS]"""]), format_tools=ToolFormatter(tool_format="mistral"), @@ -939,10 +918,9 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="llava_next_video_yi", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), - format_separator=EmptyFormatter(slots=["\n"]), stop_words=["<|im_end|>"], - replace_eos=True, mm_plugin=get_mm_plugin(name="llava_next_video", image_token="", video_token=";n{L_0Y_#;`*HVy0sd@07s;^)tkxlJ* z^bwP)0MLNG2cI(xe03;JL>c3KnpxaYQ?F}lMXJlpfN=Ewd13xbo+RDv1)saYw{L4h zb|-#wzarad_ld;|#m4tOHzc>3_LkrNL3*w8{b4lh#&shI#V^QO=g)d^f(a)kJa5Ygmy2B(XPb4g!R*3)XNs4Ox>p7YjnayX4C6)7p^4juY zXrHRhy9?kPg~$F2yn$<3IJfobg?sqhuP&E}78RY#uuZjnqosED%`sl>HWBPiV3`_> zj!H;@7+v~S|J#x8oW}fZ)5cSGC%TLx?h7~y+>$DwaiEo`m(*5R;GEmg1=NTY2 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096a6cb67a7dfd14a6e339d96baab78c12d36a87 Mon Sep 17 00:00:00 2001 From: fzc8578 <1428195643@qq.com> Date: Fri, 10 Jan 2025 20:01:22 +0800 Subject: [PATCH 082/187] add some --- src/llamafactory/data/collator.py | 8 ++-- src/llamafactory/data/mm_plugin.py | 41 ++++++++++++++++---- src/llamafactory/model/loader.py | 2 +- src/llamafactory/model/model_utils/misc.py | 3 ++ src/llamafactory/model/model_utils/visual.py | 4 ++ 5 files changed, 45 insertions(+), 13 deletions(-) diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index 90abf34c86..3011dc2b03 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -149,14 +149,14 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso features.update(mm_inputs) if isinstance(features.get("pixel_values"), list): # for pixtral inputs features = features.data # use default_collate() instead of BatchEncoding.to() - if "image_bound" in features: - input_ids, position_ids = features['input_ids'], features['position_ids'] - features['position_ids'] = F.pad(position_ids, (0, input_ids.shape[-1] - position_ids.shape[-1])) + + if "image_bound" in features: # for minicpmv inputs + features = self.template.mm_plugin.pad_data(features) new_features = {} new_features.update({"data": features}) new_features.update(features) features = new_features - + return features diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index 013672c0d0..fe8cd45081 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -6,6 +6,7 @@ import numpy as np import torch +from torch.nn.utils.rnn import pad_sequence from transformers.image_utils import get_image_size, to_numpy_array from typing_extensions import override @@ -297,7 +298,6 @@ def process_messages( image_index += 1 final_text += text_chunks[-1] messages[index]['content'] = final_text - # print(messages) if len(images) != num_image_tokens: raise ValueError(f"The number of images does not match the number of {IMAGE_PLACEHOLDER} tokens.") @@ -310,6 +310,7 @@ def _get_mm_inputs( images: Sequence["ImageInput"], videos: Sequence["VideoInput"], processor: "ProcessorMixin", + **kwargs, ) -> Dict[str, "torch.Tensor"]: image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") @@ -321,6 +322,14 @@ def _get_mm_inputs( images, image_resolution=getattr(processor, "image_resolution", 512 * 512), ) + if "valid_image_nums_ls" in kwargs: + valid_image_nums_ls = kwargs['valid_image_nums_ls'] + new_images = [] + idx = 0 + for valid_image_nums in valid_image_nums_ls: + new_images.append(images[idx:idx+valid_image_nums]) + idx += valid_image_nums + images = new_images image_inputs = image_processor(images, do_pad=True, max_slice_nums=image_processor.max_slice_nums, return_tensors="pt") mm_inputs.update(image_inputs) @@ -333,6 +342,26 @@ def _get_mm_inputs( ) return mm_inputs + + def trim_and_pad(self, seq, padding_value=0): + return pad_sequence([s for s in seq], batch_first=True, padding_value=padding_value) + + def pad_data(self, features): + features['position_ids'] = [torch.arange(input_ids.size(0)).long() for input_ids in features['input_ids']] + features['input_ids'] = self.trim_and_pad( + [input_ids for input_ids in features['input_ids']], + ) + features['position_ids'] = self.trim_and_pad( + [position_ids for position_ids in features['position_ids']], + ) + features['labels'] = self.trim_and_pad( + [labels for labels in features['labels']], + padding_value=-100, + ) + features['attention_mask'] = self.trim_and_pad( + [attention_mask for attention_mask in features['attention_mask']], + ) + return features @override def get_mm_inputs( @@ -345,9 +374,9 @@ def get_mm_inputs( processor: Optional["ProcessorMixin"], ) -> Dict[str, Union[List[int], "torch.Tensor"]]: self._validate_input(images, videos) - mm_inputs = self._get_mm_inputs(images, videos, processor) image_bounds_list = [] position_ids = [] + valid_image_nums_ls = [] for input_ids in batch_ids: input_ids_ = torch.tensor(input_ids) start_cond = (input_ids_ == processor.tokenizer.im_start_id) | (input_ids_ == processor.tokenizer.slice_start_id) @@ -356,6 +385,7 @@ def get_mm_inputs( image_start_tokens += 1 image_end_tokens = torch.where(end_cond)[0] valid_image_nums = max(len(image_start_tokens), len(image_end_tokens)) + valid_image_nums_ls.append(valid_image_nums) image_bounds = torch.hstack( [ image_start_tokens[:valid_image_nums].unsqueeze(-1), @@ -363,14 +393,9 @@ def get_mm_inputs( ] ) image_bounds_list.append(image_bounds) - position_ids_ = list(range(input_ids_.size(0))) - # print(input_ids_.shape, len(position_ids_) - position_ids.append(position_ids_) - #TODO add pad - position_ids = torch.tensor(position_ids, dtype=torch.int64) + mm_inputs = self._get_mm_inputs(images, videos, processor, valid_image_nums_ls=valid_image_nums_ls) mm_inputs.update({ "image_bound": image_bounds_list, - "position_ids": position_ids, }) return mm_inputs diff --git a/src/llamafactory/model/loader.py b/src/llamafactory/model/loader.py index 022cce0616..6aadb866ba 100644 --- a/src/llamafactory/model/loader.py +++ b/src/llamafactory/model/loader.py @@ -100,7 +100,7 @@ def load_tokenizer(model_args: "ModelArguments") -> "TokenizerModule": processor = AutoProcessor.from_pretrained(model_args.model_name_or_path, **init_kwargs) patch_processor(processor, config, tokenizer, model_args) except Exception as e: - logger.debug(f"Processor was not found: {e}.") + logger.info(f"Processor was not found: {e}.") processor = None # Avoid load tokenizer, see: diff --git a/src/llamafactory/model/model_utils/misc.py b/src/llamafactory/model/model_utils/misc.py index 4fb43883a8..9d204bd967 100644 --- a/src/llamafactory/model/model_utils/misc.py +++ b/src/llamafactory/model/model_utils/misc.py @@ -46,6 +46,9 @@ def find_all_linear_modules(model: "PreTrainedModel", freeze_vision_tower: bool) forbidden_modules.add("visual") elif model_type in ["minicpmv"]: forbidden_modules.add("vpm") + forbidden_modules.add("apm") + forbidden_modules.add("resampler") + forbidden_modules.add("tts") else: forbidden_modules.add("vision_tower") diff --git a/src/llamafactory/model/model_utils/visual.py b/src/llamafactory/model/model_utils/visual.py index d064951496..49aadf2f67 100644 --- a/src/llamafactory/model/model_utils/visual.py +++ b/src/llamafactory/model/model_utils/visual.py @@ -145,7 +145,11 @@ def get_forbidden_modules(config: "PretrainedConfig", finetuning_args: "Finetuni elif model_type == "minicpmv": if finetuning_args.freeze_vision_tower: + print("******************", model_type) forbidden_modules.add("vpm") + forbidden_modules.add("apm") + forbidden_modules.add("resampler") + forbidden_modules.add("tts") return forbidden_modules From 84026be06e34239a828a0cc8b1706084afcfa4ea Mon Sep 17 00:00:00 2001 From: fzc8578 <1428195643@qq.com> Date: Fri, 10 Jan 2025 20:15:39 +0800 Subject: [PATCH 083/187] tiny fix --- src/llamafactory/model/model_utils/visual.py | 1 - 1 file changed, 1 deletion(-) diff --git a/src/llamafactory/model/model_utils/visual.py b/src/llamafactory/model/model_utils/visual.py index 49aadf2f67..766c4e5e13 100644 --- a/src/llamafactory/model/model_utils/visual.py +++ b/src/llamafactory/model/model_utils/visual.py @@ -145,7 +145,6 @@ def get_forbidden_modules(config: "PretrainedConfig", finetuning_args: "Finetuni elif model_type == "minicpmv": if finetuning_args.freeze_vision_tower: - print("******************", model_type) forbidden_modules.add("vpm") forbidden_modules.add("apm") forbidden_modules.add("resampler") From 2ee8ba2f390551af1b865cfa813f5c8b7bbb41c5 Mon Sep 17 00:00:00 2001 From: fzc8578 <1428195643@qq.com> Date: Fri, 10 Jan 2025 20:27:06 +0800 Subject: [PATCH 084/187] fix some --- src/llamafactory/data/collator.py | 6 +- src/llamafactory/data/mm_plugin.py | 81 +++++++++++--------- src/llamafactory/data/template.py | 4 +- src/llamafactory/model/model_utils/visual.py | 2 +- src/llamafactory/train/sft/trainer.py | 1 - 5 files changed, 49 insertions(+), 45 deletions(-) diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index 3011dc2b03..a3f9dfd12f 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -149,14 +149,14 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso features.update(mm_inputs) if isinstance(features.get("pixel_values"), list): # for pixtral inputs features = features.data # use default_collate() instead of BatchEncoding.to() - - if "image_bound" in features: # for minicpmv inputs + + if "image_bound" in features: # for minicpmv inputs features = self.template.mm_plugin.pad_data(features) new_features = {} new_features.update({"data": features}) new_features.update(features) features = new_features - + return features diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index cf002948eb..8c2a4dd0f2 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -1,8 +1,8 @@ import math +import re from copy import deepcopy from io import BytesIO from typing import TYPE_CHECKING, Dict, List, Optional, Sequence, Tuple, TypedDict, Union -import re import numpy as np import torch @@ -276,38 +276,39 @@ def process_messages( content = content.replace(IMAGE_PLACEHOLDER, "{{image}}", 1) message["content"] = content.replace("{{image}}", "(./)") - - if num_image_tokens>0: + + if num_image_tokens > 0: mm_inputs = self._get_mm_inputs(images, videos, processor) - + pattern = "(./)" - images, image_sizes, tgt_sizes = mm_inputs["pixel_values"], mm_inputs["image_sizes"], mm_inputs["tgt_sizes"] + images, image_sizes, _ = mm_inputs["pixel_values"], mm_inputs["image_sizes"], mm_inputs["tgt_sizes"] - input_ids_list = [] - image_bounds_list = [] image_index = 0 for index, message in enumerate(messages): - text = message['content'] + text = message["content"] image_tags = re.findall(pattern, text) text_chunks = text.split(pattern) final_text = "" for i in range(len(image_tags)): - final_text = final_text + text_chunks[i] + \ - image_processor.get_slice_image_placeholder( - image_sizes[image_index][i], + final_text = ( + final_text + + text_chunks[i] + + image_processor.get_slice_image_placeholder( + image_sizes[image_index][i], i, image_processor.max_slice_nums, image_processor.use_image_id, ) + ) image_index += 1 final_text += text_chunks[-1] - messages[index]['content'] = final_text + messages[index]["content"] = final_text if len(images) != num_image_tokens: raise ValueError(f"The number of images does not match the number of {IMAGE_PLACEHOLDER} tokens.") return messages - + @override def _get_mm_inputs( self, @@ -316,25 +317,26 @@ def _get_mm_inputs( processor: "ProcessorMixin", **kwargs, ) -> Dict[str, "torch.Tensor"]: - image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") - + mm_inputs = {} - + if len(images) != 0: images = self._regularize_images( images, image_resolution=getattr(processor, "image_resolution", 512 * 512), ) if "valid_image_nums_ls" in kwargs: - valid_image_nums_ls = kwargs['valid_image_nums_ls'] + valid_image_nums_ls = kwargs["valid_image_nums_ls"] new_images = [] idx = 0 for valid_image_nums in valid_image_nums_ls: - new_images.append(images[idx:idx+valid_image_nums]) + new_images.append(images[idx : idx + valid_image_nums]) idx += valid_image_nums images = new_images - image_inputs = image_processor(images, do_pad=True, max_slice_nums=image_processor.max_slice_nums, return_tensors="pt") + image_inputs = image_processor( + images, do_pad=True, max_slice_nums=image_processor.max_slice_nums, return_tensors="pt" + ) mm_inputs.update(image_inputs) if len(videos) != 0: @@ -344,26 +346,26 @@ def _get_mm_inputs( video_fps=getattr(processor, "video_fps", 2.0), video_maxlen=getattr(processor, "video_maxlen", 64), ) - + return mm_inputs - + def trim_and_pad(self, seq, padding_value=0): - return pad_sequence([s for s in seq], batch_first=True, padding_value=padding_value) - + return pad_sequence(seq, batch_first=True, padding_value=padding_value) + def pad_data(self, features): - features['position_ids'] = [torch.arange(input_ids.size(0)).long() for input_ids in features['input_ids']] - features['input_ids'] = self.trim_and_pad( - [input_ids for input_ids in features['input_ids']], + features["position_ids"] = [torch.arange(input_ids.size(0)).long() for input_ids in features["input_ids"]] + features["input_ids"] = self.trim_and_pad( + features["input_ids"], ) - features['position_ids'] = self.trim_and_pad( - [position_ids for position_ids in features['position_ids']], + features["position_ids"] = self.trim_and_pad( + features["position_ids"], ) - features['labels'] = self.trim_and_pad( - [labels for labels in features['labels']], + features["labels"] = self.trim_and_pad( + features["labels"], padding_value=-100, ) - features['attention_mask'] = self.trim_and_pad( - [attention_mask for attention_mask in features['attention_mask']], + features["attention_mask"] = self.trim_and_pad( + features["attention_mask"], ) return features @@ -379,11 +381,12 @@ def get_mm_inputs( ) -> Dict[str, Union[List[int], "torch.Tensor"]]: self._validate_input(images, videos) image_bounds_list = [] - position_ids = [] valid_image_nums_ls = [] for input_ids in batch_ids: input_ids_ = torch.tensor(input_ids) - start_cond = (input_ids_ == processor.tokenizer.im_start_id) | (input_ids_ == processor.tokenizer.slice_start_id) + start_cond = (input_ids_ == processor.tokenizer.im_start_id) | ( + input_ids_ == processor.tokenizer.slice_start_id + ) end_cond = (input_ids_ == processor.tokenizer.im_end_id) | (input_ids_ == processor.tokenizer.slice_end_id) image_start_tokens = torch.where(start_cond)[0] image_start_tokens += 1 @@ -398,10 +401,12 @@ def get_mm_inputs( ) image_bounds_list.append(image_bounds) mm_inputs = self._get_mm_inputs(images, videos, processor, valid_image_nums_ls=valid_image_nums_ls) - mm_inputs.update({ - "image_bound": image_bounds_list, - }) - return mm_inputs + mm_inputs.update( + { + "image_bound": image_bounds_list, + } + ) + return mm_inputs class LlavaPlugin(BasePlugin): diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 68e00b1b40..285714cdc4 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -570,13 +570,13 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: _register_template( name="cpm_o", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), - format_function=FunctionFormatter(slots=["{{content}}", "<|im_end|>"], tool_format="qwen"), + format_function=FunctionFormatter(slots=["{{content}}<|im_end|>\n"], tool_format="qwen"), format_observation=StringFormatter( slots=["<|im_start|>user\n\n{{content}}\n<|im_end|>\n<|im_start|>assistant\n"] ), format_tools=ToolFormatter(tool_format="qwen"), - format_separator=EmptyFormatter(slots=["\n"]), default_system="You are a helpful assistant.", stop_words=["<|im_end|>"], mm_plugin=get_mm_plugin(name="cpm_o", image_token="", video_token="

For Ascend NPU users -To install LLaMA Factory on Ascend NPU devices, please specify extra dependencies: `pip install -e ".[torch-npu,metrics]"`. Additionally, you need to install the **[Ascend CANN Toolkit and Kernels](https://www.hiascend.com/developer/download/community/result?module=cann)**. Please follow the [installation tutorial](https://www.hiascend.com/document/detail/en/CANNCommunityEdition/600alphaX/softwareinstall/instg/atlasdeploy_03_0031.html) or use the following commands: +To install LLaMA Factory on Ascend NPU devices, please upgrade Python to version 3.10 or higher and specify extra dependencies: `pip install -e ".[torch-npu,metrics]"`. Additionally, you need to install the **[Ascend CANN Toolkit and Kernels](https://www.hiascend.com/developer/download/community/result?module=cann)**. Please follow the [installation tutorial](https://www.hiascend.com/document/detail/en/CANNCommunityEdition/600alphaX/softwareinstall/instg/atlasdeploy_03_0031.html) or use the following commands: ```bash # replace the url according to your CANN version and devices @@ -444,6 +444,33 @@ If you cannot infer model on NPU devices, try setting `do_sample: false` in the Download the pre-built Docker images: [32GB](http://mirrors.cn-central-221.ovaijisuan.com/detail/130.html) | [64GB](http://mirrors.cn-central-221.ovaijisuan.com/detail/131.html) +To use nf4 QLoRA quantization based on bitsandbytes in Ascend NPU, please follow these 3 steps: + +1. Manually compile bnb: Refer to [the installation documentation](https://huggingface.co/docs/bitsandbytes/installation?backend=Ascend+NPU&platform=Ascend+NPU) for the NPU version of bitsandbytes to complete the compilation and installation of bnb. The compilation requires a cmake version of at least 3.22.1 and a g++ version of at least 12.x. +```bash +# Install bitsandbytes from source +# Clone bitsandbytes repo, Ascend NPU backend is currently enabled on multi-backend-refactor branch +git clone -b multi-backend-refactor https://github.com/bitsandbytes-foundation/bitsandbytes.git +cd bitsandbytes/ + +# Install dependencies +pip install -r requirements-dev.txt + +# Install the dependencies for the compilation tools. Note that the commands for this step may vary depending on the operating system. The following are provided for reference +apt-get install -y build-essential cmake + +# Compile & install +cmake -DCOMPUTE_BACKEND=npu -S . +make +pip install -e . +``` +2. Install and use the main branch version of transformers. +``` +git clone -b https://github.com/huggingface/transformers.git +cd transformers +pip install . +``` +3. Set the double_quantization parameter to false in the training configuration. You can refer to the [example](examples/train_qlora/llama3_lora_sft_otfq_npu.yaml) for guidance.
### Data Preparation diff --git a/README_zh.md b/README_zh.md index 50ec1acc7c..72e090f633 100644 --- a/README_zh.md +++ b/README_zh.md @@ -416,7 +416,7 @@ pip install https://github.com/jllllll/bitsandbytes-windows-webui/releases/downl
昇腾 NPU 用户指南 -在昇腾 NPU 设备上安装 LLaMA Factory 时,需要指定额外依赖项,使用 `pip install -e ".[torch-npu,metrics]"` 命令安装。此外,还需要安装 **[Ascend CANN Toolkit 与 Kernels](https://www.hiascend.com/developer/download/community/result?module=cann)**,安装方法请参考[安装教程](https://www.hiascend.com/document/detail/zh/CANNCommunityEdition/80RC2alpha002/quickstart/quickstart/quickstart_18_0004.html)或使用以下命令: +在昇腾 NPU 设备上安装 LLaMA Factory 时,请升级Python到3.10及以上,并需要指定额外依赖项,使用 `pip install -e ".[torch-npu,metrics]"` 命令安装。此外,还需要安装 **[Ascend CANN Toolkit 与 Kernels](https://www.hiascend.com/developer/download/community/result?module=cann)**,安装方法请参考[安装教程](https://www.hiascend.com/document/detail/zh/CANNCommunityEdition/80RC2alpha002/quickstart/quickstart/quickstart_18_0004.html)或使用以下命令: ```bash # 请替换 URL 为 CANN 版本和设备型号对应的 URL @@ -445,6 +445,33 @@ source /usr/local/Ascend/ascend-toolkit/set_env.sh 下载预构建 Docker 镜像:[32GB](http://mirrors.cn-central-221.ovaijisuan.com/detail/130.html) | [64GB](http://mirrors.cn-central-221.ovaijisuan.com/detail/131.html) +如果要在 Ascend NPU中使用 基于bitsandbytes 的nf4 QLoRA量化,请执行如下3个步骤 +1. 手动编译bnb:请参考 bitsandbytes npu版本的[安装文档](https://huggingface.co/docs/bitsandbytes/installation?backend=Ascend+NPU&platform=Ascend+NPU)完成bnb的编译安装,编译要求环境cmake版本不低于3.22.1,g++版本不低于12.x +``` +# 从源码安装bitsandbytes +# 克隆bitsandbytes仓库, Ascend NPU目前在multi-backend-refactor中支持 +git clone -b multi-backend-refactor https://github.com/bitsandbytes-foundation/bitsandbytes.git +cd bitsandbytes/ + +# 安装依赖 +pip install -r requirements-dev.txt + +# 安装编译工具依赖,该步骤在不同系统上命令有所不同,供参考 +apt-get install -y build-essential cmake + +# 编译 & 安装 +cmake -DCOMPUTE_BACKEND=npu -S . +make +pip install -e . +``` +2. 安装使用transformers的main分支版本 +``` +git clone -b https://github.com/huggingface/transformers.git +cd transformers +pip install . +``` +3. 设置训练参数中的double_quantization参数为false,可参考[示例](examples/train_qlora/llama3_lora_sft_otfq_npu.yaml) +
### 数据准备 diff --git a/examples/train_qlora/llama3_lora_sft_otfq_npu.yaml b/examples/train_qlora/llama3_lora_sft_otfq_npu.yaml new file mode 100644 index 0000000000..983acd39e9 --- /dev/null +++ b/examples/train_qlora/llama3_lora_sft_otfq_npu.yaml @@ -0,0 +1,43 @@ +### model +model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct +quantization_bit: 4 +quantization_method: bitsandbytes # choices: [bitsandbytes (4/8), hqq (2/3/4/5/6/8), eetq (8)] +double_quantization: false +trust_remote_code: true + +### method +stage: sft +do_train: true +finetuning_type: lora +lora_target: all + +### dataset +dataset: identity,alpaca_en_demo +template: llama3 +cutoff_len: 2048 +max_samples: 1000 +overwrite_cache: true +preprocessing_num_workers: 16 + +### output +output_dir: saves/llama3-8b/lora/sft +logging_steps: 10 +save_steps: 500 +plot_loss: true +overwrite_output_dir: true + +### train +per_device_train_batch_size: 1 +gradient_accumulation_steps: 8 +learning_rate: 1.0e-4 +num_train_epochs: 3.0 +lr_scheduler_type: cosine +warmup_ratio: 0.1 +bf16: true +ddp_timeout: 180000000 + +### eval +val_size: 0.1 +per_device_eval_batch_size: 1 +eval_strategy: steps +eval_steps: 500 diff --git a/src/llamafactory/model/model_utils/longlora.py b/src/llamafactory/model/model_utils/longlora.py index 8945784639..53043c2b28 100644 --- a/src/llamafactory/model/model_utils/longlora.py +++ b/src/llamafactory/model/model_utils/longlora.py @@ -23,14 +23,7 @@ import torch import torch.nn as nn import transformers -from transformers.models.llama.modeling_llama import ( - Cache, - LlamaAttention, - LlamaFlashAttention2, - LlamaSdpaAttention, - apply_rotary_pos_emb, - repeat_kv, -) +from transformers.models.llama.modeling_llama import Cache, apply_rotary_pos_emb, repeat_kv from ...extras import logging from ...extras.constants import SUPPORTED_CLASS_FOR_S2ATTN @@ -38,6 +31,10 @@ from ...extras.packages import is_transformers_version_greater_than +if not is_transformers_version_greater_than("4.48.0"): + from transformers.models.llama.modeling_llama import LlamaAttention, LlamaFlashAttention2, LlamaSdpaAttention + + if TYPE_CHECKING: from transformers import PretrainedConfig From e3e2c8c689c54ebb2af264de808502e5a8ba0f2b Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Mon, 13 Jan 2025 21:34:20 +0800 Subject: [PATCH 103/187] [inference] fix stop token for object detection (#6624) * fix stop token * update minicpm data pipeline * fix npu qlora examples --- README.md | 23 ++++++++++---- README_zh.md | 31 +++++++++++++------ examples/README.md | 6 ++++ examples/README_zh.md | 6 ++++ ..._npu.yaml => llama3_lora_sft_bnb_npu.yaml} | 2 +- scripts/vllm_infer.py | 9 ++++-- src/llamafactory/chat/hf_engine.py | 2 +- src/llamafactory/chat/vllm_engine.py | 2 +- src/llamafactory/data/collator.py | 10 +++--- src/llamafactory/data/mm_plugin.py | 28 +++++++---------- src/llamafactory/data/template.py | 15 +++++++-- src/llamafactory/train/pt/trainer.py | 2 ++ src/llamafactory/train/sft/trainer.py | 2 ++ src/llamafactory/webui/runner.py | 2 ++ tests/data/test_template.py | 6 ++++ 15 files changed, 101 insertions(+), 45 deletions(-) rename examples/train_qlora/{llama3_lora_sft_otfq_npu.yaml => llama3_lora_sft_bnb_npu.yaml} (88%) diff --git a/README.md b/README.md index 0fdea14c79..4327c9519b 100644 --- a/README.md +++ b/README.md @@ -403,12 +403,16 @@ Extra dependencies available: torch, torch-npu, metrics, deepspeed, liger-kernel
For Windows users +#### Install BitsAndBytes + If you want to enable the quantized LoRA (QLoRA) on the Windows platform, you need to install a pre-built version of `bitsandbytes` library, which supports CUDA 11.1 to 12.2, please select the appropriate [release version](https://github.com/jllllll/bitsandbytes-windows-webui/releases/tag/wheels) based on your CUDA version. ```bash pip install https://github.com/jllllll/bitsandbytes-windows-webui/releases/download/wheels/bitsandbytes-0.41.2.post2-py3-none-win_amd64.whl ``` +#### Install Flash Attention-2 + To enable FlashAttention-2 on the Windows platform, you need to install the precompiled `flash-attn` library, which supports CUDA 12.1 to 12.2. Please download the corresponding version from [flash-attention](https://github.com/bdashore3/flash-attention/releases) based on your requirements.
@@ -444,9 +448,12 @@ If you cannot infer model on NPU devices, try setting `do_sample: false` in the Download the pre-built Docker images: [32GB](http://mirrors.cn-central-221.ovaijisuan.com/detail/130.html) | [64GB](http://mirrors.cn-central-221.ovaijisuan.com/detail/131.html) -To use nf4 QLoRA quantization based on bitsandbytes in Ascend NPU, please follow these 3 steps: +#### Install BitsAndBytes + +To use QLoRA based on bitsandbytes on Ascend NPU, please follow these 3 steps: + +1. Manually compile bitsandbytes: Refer to [the installation documentation](https://huggingface.co/docs/bitsandbytes/installation?backend=Ascend+NPU&platform=Ascend+NPU) for the NPU version of bitsandbytes to complete the compilation and installation. The compilation requires a cmake version of at least 3.22.1 and a g++ version of at least 12.x. -1. Manually compile bnb: Refer to [the installation documentation](https://huggingface.co/docs/bitsandbytes/installation?backend=Ascend+NPU&platform=Ascend+NPU) for the NPU version of bitsandbytes to complete the compilation and installation of bnb. The compilation requires a cmake version of at least 3.22.1 and a g++ version of at least 12.x. ```bash # Install bitsandbytes from source # Clone bitsandbytes repo, Ascend NPU backend is currently enabled on multi-backend-refactor branch @@ -462,15 +469,19 @@ apt-get install -y build-essential cmake # Compile & install cmake -DCOMPUTE_BACKEND=npu -S . make -pip install -e . -``` -2. Install and use the main branch version of transformers. +pip install . ``` + +2. Install transformers from the main branch. + +```bash git clone -b https://github.com/huggingface/transformers.git cd transformers pip install . ``` -3. Set the double_quantization parameter to false in the training configuration. You can refer to the [example](examples/train_qlora/llama3_lora_sft_otfq_npu.yaml) for guidance. + +3. Set `double_quantization: false` in the configuration. You can refer to the [example](examples/train_qlora/llama3_lora_sft_bnb_npu.yaml). +

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### Data Preparation diff --git a/README_zh.md b/README_zh.md index 72e090f633..bf4eb4d35d 100644 --- a/README_zh.md +++ b/README_zh.md @@ -404,19 +404,23 @@ pip install -e ".[torch,metrics]"
Windows 用户指南 +#### 安装 BitsAndBytes + 如果要在 Windows 平台上开启量化 LoRA(QLoRA),需要安装预编译的 `bitsandbytes` 库, 支持 CUDA 11.1 到 12.2, 请根据您的 CUDA 版本情况选择适合的[发布版本](https://github.com/jllllll/bitsandbytes-windows-webui/releases/tag/wheels)。 ```bash pip install https://github.com/jllllll/bitsandbytes-windows-webui/releases/download/wheels/bitsandbytes-0.41.2.post2-py3-none-win_amd64.whl ``` +#### 安装 Flash Attention-2 + 如果要在 Windows 平台上开启 FlashAttention-2,需要安装预编译的 `flash-attn` 库,支持 CUDA 12.1 到 12.2,请根据需求到 [flash-attention](https://github.com/bdashore3/flash-attention/releases) 下载对应版本安装。
昇腾 NPU 用户指南 -在昇腾 NPU 设备上安装 LLaMA Factory 时,请升级Python到3.10及以上,并需要指定额外依赖项,使用 `pip install -e ".[torch-npu,metrics]"` 命令安装。此外,还需要安装 **[Ascend CANN Toolkit 与 Kernels](https://www.hiascend.com/developer/download/community/result?module=cann)**,安装方法请参考[安装教程](https://www.hiascend.com/document/detail/zh/CANNCommunityEdition/80RC2alpha002/quickstart/quickstart/quickstart_18_0004.html)或使用以下命令: +在昇腾 NPU 设备上安装 LLaMA Factory 时,请升级 Python 到 3.10 及以上,并需要指定额外依赖项,使用 `pip install -e ".[torch-npu,metrics]"` 命令安装。此外,还需要安装 **[Ascend CANN Toolkit 与 Kernels](https://www.hiascend.com/developer/download/community/result?module=cann)**,安装方法请参考[安装教程](https://www.hiascend.com/document/detail/zh/CANNCommunityEdition/80RC2alpha002/quickstart/quickstart/quickstart_18_0004.html)或使用以下命令: ```bash # 请替换 URL 为 CANN 版本和设备型号对应的 URL @@ -445,11 +449,15 @@ source /usr/local/Ascend/ascend-toolkit/set_env.sh 下载预构建 Docker 镜像:[32GB](http://mirrors.cn-central-221.ovaijisuan.com/detail/130.html) | [64GB](http://mirrors.cn-central-221.ovaijisuan.com/detail/131.html) -如果要在 Ascend NPU中使用 基于bitsandbytes 的nf4 QLoRA量化,请执行如下3个步骤 -1. 手动编译bnb:请参考 bitsandbytes npu版本的[安装文档](https://huggingface.co/docs/bitsandbytes/installation?backend=Ascend+NPU&platform=Ascend+NPU)完成bnb的编译安装,编译要求环境cmake版本不低于3.22.1,g++版本不低于12.x -``` -# 从源码安装bitsandbytes -# 克隆bitsandbytes仓库, Ascend NPU目前在multi-backend-refactor中支持 +#### 安装 BitsAndBytes + +如果要在 Ascend NPU 上进行基于 bitsandbytes 的 QLoRA 量化微调,请执行如下步骤: + +1. 手动编译 bitsandbytes:请参考[安装文档](https://huggingface.co/docs/bitsandbytes/installation?backend=Ascend+NPU&platform=Ascend+NPU)完成 NPU 版的 bitsandbytes 安装,编译要求环境 cmake 版本不低于 3.22.1,g++ 版本不低于 12.x。 + +```bash +# 从源码安装 bitsandbytes +# 克隆 bitsandbytes 仓库, Ascend NPU 目前在 multi-backend-refactor 中支持 git clone -b multi-backend-refactor https://github.com/bitsandbytes-foundation/bitsandbytes.git cd bitsandbytes/ @@ -462,15 +470,18 @@ apt-get install -y build-essential cmake # 编译 & 安装 cmake -DCOMPUTE_BACKEND=npu -S . make -pip install -e . -``` -2. 安装使用transformers的main分支版本 +pip install . ``` + +2. 安装 transformers 的 main 分支版本。 + +```bash git clone -b https://github.com/huggingface/transformers.git cd transformers pip install . ``` -3. 设置训练参数中的double_quantization参数为false,可参考[示例](examples/train_qlora/llama3_lora_sft_otfq_npu.yaml) + +3. 在训练参数中设置 `double_quantization: false`,可参考[示例](examples/train_qlora/llama3_lora_sft_bnb_npu.yaml)。
diff --git a/examples/README.md b/examples/README.md index 89f7d17465..e589b980d9 100644 --- a/examples/README.md +++ b/examples/README.md @@ -109,6 +109,12 @@ USE_RAY=1 llamafactory-cli train examples/train_full/llama3_lora_sft_ray.yaml llamafactory-cli train examples/train_qlora/llama3_lora_sft_otfq.yaml ``` +#### Supervised Fine-Tuning with 4-bit Bitsandbytes Quantization on Ascend NPU + +```bash +llamafactory-cli train examples/train_qlora/llama3_lora_sft_bnb_npu.yaml +``` + #### Supervised Fine-Tuning with 4/8-bit GPTQ Quantization ```bash diff --git a/examples/README_zh.md b/examples/README_zh.md index 2c108e5661..b75a623904 100644 --- a/examples/README_zh.md +++ b/examples/README_zh.md @@ -109,6 +109,12 @@ USE_RAY=1 llamafactory-cli train examples/train_full/llama3_lora_sft_ray.yaml llamafactory-cli train examples/train_qlora/llama3_lora_sft_otfq.yaml ``` +#### 在 NPU 上基于 4 比特 Bitsandbytes 量化进行指令监督微调 + +```bash +llamafactory-cli train examples/train_qlora/llama3_lora_sft_bnb_npu.yaml +``` + #### 基于 4/8 比特 GPTQ 量化进行指令监督微调 ```bash diff --git a/examples/train_qlora/llama3_lora_sft_otfq_npu.yaml b/examples/train_qlora/llama3_lora_sft_bnb_npu.yaml similarity index 88% rename from examples/train_qlora/llama3_lora_sft_otfq_npu.yaml rename to examples/train_qlora/llama3_lora_sft_bnb_npu.yaml index 983acd39e9..babdc47cb5 100644 --- a/examples/train_qlora/llama3_lora_sft_otfq_npu.yaml +++ b/examples/train_qlora/llama3_lora_sft_bnb_npu.yaml @@ -1,7 +1,7 @@ ### model model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct quantization_bit: 4 -quantization_method: bitsandbytes # choices: [bitsandbytes (4/8), hqq (2/3/4/5/6/8), eetq (8)] +quantization_method: bitsandbytes double_quantization: false trust_remote_code: true diff --git a/scripts/vllm_infer.py b/scripts/vllm_infer.py index c9a8cfb658..907fb831ad 100644 --- a/scripts/vllm_infer.py +++ b/scripts/vllm_infer.py @@ -50,11 +50,15 @@ def vllm_infer( top_k: int = 50, max_new_tokens: int = 1024, repetition_penalty: float = 1.0, + pipeline_parallel_size: int = 1, ): r""" Performs batch generation using vLLM engine, which supports tensor parallelism. Usage: python vllm_infer.py --model_name_or_path meta-llama/Llama-2-7b-hf --template llama --dataset alpaca_en_demo """ + if pipeline_parallel_size > get_device_count(): + raise ValueError("Pipeline parallel size should be smaller than the number of gpus.") + model_args, data_args, _, generating_args = get_infer_args( dict( model_name_or_path=model_name_or_path, @@ -107,7 +111,7 @@ def vllm_infer( temperature=generating_args.temperature, top_p=generating_args.top_p or 1.0, # top_p must > 0 top_k=generating_args.top_k, - stop_token_ids=[tokenizer.eos_token_id] + tokenizer.additional_special_tokens_ids, + stop_token_ids=template_obj.get_stop_token_ids(tokenizer), max_tokens=generating_args.max_new_tokens, skip_special_tokens=False, ) @@ -120,7 +124,8 @@ def vllm_infer( "model": model_args.model_name_or_path, "trust_remote_code": True, "dtype": model_args.infer_dtype, - "tensor_parallel_size": get_device_count() or 1, + "tensor_parallel_size": (get_device_count() // pipeline_parallel_size) or 1, + "pipeline_parallel_size": pipeline_parallel_size, "disable_log_stats": True, "enable_lora": model_args.adapter_name_or_path is not None, } diff --git a/src/llamafactory/chat/hf_engine.py b/src/llamafactory/chat/hf_engine.py index f63b643436..879c407a55 100644 --- a/src/llamafactory/chat/hf_engine.py +++ b/src/llamafactory/chat/hf_engine.py @@ -133,7 +133,7 @@ def _process_args( if repetition_penalty is not None else generating_args["repetition_penalty"], length_penalty=length_penalty if length_penalty is not None else generating_args["length_penalty"], - eos_token_id=[tokenizer.eos_token_id] + tokenizer.additional_special_tokens_ids, + eos_token_id=template.get_stop_token_ids(tokenizer), pad_token_id=tokenizer.pad_token_id, ) ) diff --git a/src/llamafactory/chat/vllm_engine.py b/src/llamafactory/chat/vllm_engine.py index fd54b5a90d..ee9c4c8c1c 100644 --- a/src/llamafactory/chat/vllm_engine.py +++ b/src/llamafactory/chat/vllm_engine.py @@ -168,7 +168,7 @@ async def _generate( top_p=(top_p if top_p is not None else self.generating_args["top_p"]) or 1.0, # top_p must > 0 top_k=top_k if top_k is not None else self.generating_args["top_k"], stop=stop, - stop_token_ids=[self.tokenizer.eos_token_id] + self.tokenizer.additional_special_tokens_ids, + stop_token_ids=self.template.get_stop_token_ids(self.tokenizer), max_tokens=max_tokens, skip_special_tokens=self.generating_args["skip_special_tokens"], ) diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index dfd853ca0b..01742bdc7d 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -20,7 +20,6 @@ import torch import torch.nn.functional as F -from torch.nn.utils.rnn import pad_sequence from transformers import DataCollatorForSeq2Seq from ..extras.constants import IGNORE_INDEX, IMAGE_PLACEHOLDER @@ -154,11 +153,10 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso features = features.data # use default_collate() instead of BatchEncoding.to() if "image_bound" in features: # for minicpmv inputs - features["position_ids"] = [torch.arange(input_ids.size(0)).long() for input_ids in features["input_ids"]] - features["position_ids"] = pad_sequence(features["position_ids"], batch_first=True, padding_value=0) - new_features = {"data": features} - new_features.update({"labels": features["labels"]}) - features = new_features + features["position_ids"] = ( + torch.arange(features["input_ids"].size(1)).long().unsqueeze(0).expand_as(features["input_ids"]) + ) + return {"data": features, "labels": features["labels"]} return features diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index 435496bbca..7cae556ab8 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -269,9 +269,10 @@ def process_messages( messages = deepcopy(messages) image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") mm_inputs = {} + if len(images) != 0 and len(videos) != 0: + raise ValueError("MiniCPM-V model does not support input images and videos at the same time.") if len(videos) != 0: - assert len(images) == 0, "Only support video and image sft seperately" max_slice_nums = 2 use_image_id = False mm_inputs = self._get_mm_inputs([], videos, processor) @@ -286,10 +287,9 @@ def process_messages( content = content.replace(IMAGE_PLACEHOLDER, "{{image}}", 1) while VIDEO_PLACEHOLDER in content: + video_seqlen = len(mm_inputs["pixel_values"][num_video_tokens]) if self.expand_mm_tokens else 1 + content = content.replace(VIDEO_PLACEHOLDER, "{{image}}" * video_seqlen, 1) num_video_tokens += 1 - content = content.replace( - VIDEO_PLACEHOLDER, "{{image}}" * len(mm_inputs["pixel_values"][num_video_tokens - 1]), 1 - ) message["content"] = content.replace("{{image}}", "(./)") @@ -310,10 +310,7 @@ def process_messages( final_text + text_chunks[i] + image_processor.get_slice_image_placeholder( - image_sizes[0][i], - i, - max_slice_nums, - use_image_id, + image_sizes[0][i], i, max_slice_nums, use_image_id ) ) final_text += text_chunks[-1] @@ -338,7 +335,6 @@ def _get_mm_inputs( image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") mm_inputs = {} - if len(images) != 0: images = self._regularize_images( images, @@ -351,6 +347,7 @@ def _get_mm_inputs( for valid_image_nums in valid_image_nums_ls: new_images.append(images[idx : idx + valid_image_nums]) idx += valid_image_nums + images = new_images image_inputs = image_processor( @@ -383,7 +380,6 @@ def get_mm_inputs( self._validate_input(images, videos) image_bounds_list = [] valid_image_nums_ls = [] - for input_ids in batch_ids: input_ids_ = torch.tensor(input_ids) start_cond = (input_ids_ == processor.tokenizer.im_start_id) | ( @@ -424,8 +420,8 @@ def process_messages( for message in messages: content = message["content"] while IMAGE_PLACEHOLDER in content: - num_image_tokens += 1 content = content.replace(IMAGE_PLACEHOLDER, "{{image}}" * image_seqlen, 1) + num_image_tokens += 1 message["content"] = content.replace("{{image}}", self.image_token) @@ -478,8 +474,8 @@ def process_messages( else: image_seqlen = 1 - num_image_tokens += 1 content = content.replace(IMAGE_PLACEHOLDER, "{{image}}" * image_seqlen, 1) + num_image_tokens += 1 message["content"] = content.replace("{{image}}", self.image_token) @@ -529,8 +525,8 @@ def process_messages( else: image_seqlen = 1 - num_image_tokens += 1 content = content.replace(IMAGE_PLACEHOLDER, "{{image}}" * image_seqlen, 1) + num_image_tokens += 1 message["content"] = content.replace("{{image}}", self.image_token) @@ -586,8 +582,8 @@ def process_messages( for message in messages: content = message["content"] while IMAGE_PLACEHOLDER in content: - num_image_tokens += 1 content = content.replace(IMAGE_PLACEHOLDER, "{{image}}", 1) + num_image_tokens += 1 message["content"] = content.replace("{{image}}", "") @@ -840,12 +836,12 @@ def process_messages( for message in messages: content = message["content"] while IMAGE_PLACEHOLDER in content: - num_image_tokens += 1 content = content.replace(IMAGE_PLACEHOLDER, "{{image}}" * image_seqlen, 1) + num_image_tokens += 1 while VIDEO_PLACEHOLDER in content: - num_video_tokens += 1 content = content.replace(VIDEO_PLACEHOLDER, "{{video}}" * video_seqlen, 1) + num_video_tokens += 1 content = content.replace("{{image}}", self.image_token) message["content"] = content.replace("{{video}}", self.video_token) diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 60e34a8d24..05eb0cda8e 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -89,6 +89,16 @@ def extract_tool(self, content: str) -> Union[str, List["FunctionCall"]]: """ return self.format_tools.extract(content) + def get_stop_token_ids(self, tokenizer: "PreTrainedTokenizer") -> List[int]: + r""" + Returns stop token ids. + """ + stop_token_ids = {tokenizer.eos_token_id} + for token in self.stop_words: + stop_token_ids.add(tokenizer.convert_tokens_to_ids(token)) + + return list(stop_token_ids) + def _encode( self, tokenizer: "PreTrainedTokenizer", @@ -205,7 +215,7 @@ def _register_template( format_tools: Optional["Formatter"] = None, format_prefix: Optional["Formatter"] = None, default_system: str = "", - stop_words: Sequence[str] = [], + stop_words: Optional[Sequence[str]] = None, efficient_eos: bool = False, replace_eos: bool = False, replace_jinja_template: bool = False, @@ -248,7 +258,7 @@ def _register_template( format_tools=format_tools or default_tool_formatter, format_prefix=format_prefix or default_prefix_formatter, default_system=default_system, - stop_words=stop_words, + stop_words=stop_words or [], efficient_eos=efficient_eos, replace_eos=replace_eos, replace_jinja_template=replace_jinja_template, @@ -566,6 +576,7 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) +# copied from chatml template _register_template( name="cpm_v", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), diff --git a/src/llamafactory/train/pt/trainer.py b/src/llamafactory/train/pt/trainer.py index 11d91111b0..5547a937db 100644 --- a/src/llamafactory/train/pt/trainer.py +++ b/src/llamafactory/train/pt/trainer.py @@ -79,6 +79,8 @@ def compute_loss( ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" Fixes the loss value. See https://github.com/huggingface/transformers/pull/35438 for details. + + It should be removed after https://github.com/huggingface/transformers/pull/35651 is merged. """ loss = super().compute_loss(model, inputs, return_outputs, **kwargs) if kwargs.get("num_items_in_batch") and not getattr(self, "model_accepts_loss_kwargs", False): diff --git a/src/llamafactory/train/sft/trainer.py b/src/llamafactory/train/sft/trainer.py index 28ec25ebbf..95542eeed9 100644 --- a/src/llamafactory/train/sft/trainer.py +++ b/src/llamafactory/train/sft/trainer.py @@ -94,6 +94,8 @@ def compute_loss( ) -> Union["torch.Tensor", Tuple["torch.Tensor", List["torch.Tensor"]]]: r""" Fixes the loss value. See https://github.com/huggingface/transformers/pull/35438 for details. + + It should be removed after https://github.com/huggingface/transformers/pull/35651 is merged. """ loss = super().compute_loss(model, inputs, return_outputs, **kwargs) if kwargs.get("num_items_in_batch") and not getattr(self, "model_accepts_loss_kwargs", False): diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index dc91ad501a..fe1e643c52 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -19,6 +19,7 @@ from typing import TYPE_CHECKING, Any, Dict, Generator, Optional from transformers.trainer import TRAINING_ARGS_NAME +from transformers.utils import is_torch_npu_available from ..extras.constants import LLAMABOARD_CONFIG, PEFT_METHODS, TRAINING_STAGES from ..extras.misc import is_gpu_or_npu_available, torch_gc, use_ray @@ -172,6 +173,7 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: if get("top.quantization_bit") in QUANTIZATION_BITS: args["quantization_bit"] = int(get("top.quantization_bit")) args["quantization_method"] = get("top.quantization_method") + args["double_quantization"] = not is_torch_npu_available() # freeze config if args["finetuning_type"] == "freeze": diff --git a/tests/data/test_template.py b/tests/data/test_template.py index 3cf9227e8d..dead0af0f5 100644 --- a/tests/data/test_template.py +++ b/tests/data/test_template.py @@ -120,6 +120,12 @@ def test_jinja_template(use_fast: bool): assert tokenizer.apply_chat_template(MESSAGES) == ref_tokenizer.apply_chat_template(MESSAGES) +def test_get_stop_token_ids(): + tokenizer = AutoTokenizer.from_pretrained(TINY_LLAMA) + template = get_template_and_fix_tokenizer(tokenizer, DataArguments(template="llama3")) + assert set(template.get_stop_token_ids(tokenizer)) == {128008, 128009} + + @pytest.mark.skipif(not HF_TOKEN, reason="Gated model.") @pytest.mark.parametrize("use_fast", [True, False]) def test_gemma_template(use_fast: bool): From c3fda5046d835ba4542d525b8d89cd12838e9f4c Mon Sep 17 00:00:00 2001 From: Zhangchi Feng <64362896+BUAADreamer@users.noreply.github.com> Date: Tue, 14 Jan 2025 00:26:19 +0800 Subject: [PATCH 104/187] Support new features of MiniCPM-V (#6626) * fix template name * tiny fix * support minicpm-o-2.6 --- README.md | 2 +- README_zh.md | 2 +- setup.py | 10 + src/llamafactory/data/collator.py | 5 +- src/llamafactory/data/mm_plugin.py | 302 +++++++++---------- src/llamafactory/data/template.py | 22 +- src/llamafactory/extras/constants.py | 13 +- src/llamafactory/model/model_utils/visual.py | 1 + 8 files changed, 189 insertions(+), 168 deletions(-) diff --git a/README.md b/README.md index 4327c9519b..df9a254f52 100644 --- a/README.md +++ b/README.md @@ -209,7 +209,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [LLaVA-NeXT](https://huggingface.co/llava-hf) | 7B/8B/13B/34B/72B/110B | llava_next | | [LLaVA-NeXT-Video](https://huggingface.co/llava-hf) | 7B/34B | llava_next_video | | [MiniCPM](https://huggingface.co/openbmb) | 1B/2B/4B | cpm/cpm3 | -| [MiniCPM-V-2.6](https://huggingface.co/openbmb) | 8B | cpm_v | +| [MiniCPM-o-2.6/MiniCPM-V-2.6](https://huggingface.co/openbmb) | 8B | minicpm_v | | [Mistral/Mixtral](https://huggingface.co/mistralai) | 7B/8x7B/8x22B | mistral | | [OLMo](https://huggingface.co/allenai) | 1B/7B | - | | [PaliGemma/PaliGemma2](https://huggingface.co/google) | 3B/10B/28B | paligemma | diff --git a/README_zh.md b/README_zh.md index bf4eb4d35d..c9f28c49b7 100644 --- a/README_zh.md +++ b/README_zh.md @@ -210,7 +210,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [LLaVA-NeXT](https://huggingface.co/llava-hf) | 7B/8B/13B/34B/72B/110B | llava_next | | [LLaVA-NeXT-Video](https://huggingface.co/llava-hf) | 7B/34B | llava_next_video | | [MiniCPM](https://huggingface.co/openbmb) | 1B/2B/4B | cpm/cpm3 | -| [MiniCPM-V-2.6](https://huggingface.co/openbmb) | 8B | cpm_v | +| [MiniCPM-o-2.6/MiniCPM-V-2.6](https://huggingface.co/openbmb) | 8B | minicpm_v | | [Mistral/Mixtral](https://huggingface.co/mistralai) | 7B/8x7B/8x22B | mistral | | [OLMo](https://huggingface.co/allenai) | 1B/7B | - | | [PaliGemma/PaliGemma2](https://huggingface.co/google) | 3B/10B/28B | paligemma | diff --git a/setup.py b/setup.py index 10d9355170..75d2b7e3aa 100644 --- a/setup.py +++ b/setup.py @@ -59,6 +59,16 @@ def get_console_scripts() -> List[str]: "badam": ["badam>=1.2.1"], "adam-mini": ["adam-mini"], "qwen": ["transformers_stream_generator"], + "minicpm_v": [ + "soundfile", + "torchvision", + "torchaudio", + "vector_quantize_pytorch", + "vocos", + "msgpack", + "referencing", + "jsonschema_specifications", + ], "modelscope": ["modelscope"], "openmind": ["openmind"], "swanlab": ["swanlab"], diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index 01742bdc7d..c14f17e010 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -153,9 +153,8 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso features = features.data # use default_collate() instead of BatchEncoding.to() if "image_bound" in features: # for minicpmv inputs - features["position_ids"] = ( - torch.arange(features["input_ids"].size(1)).long().unsqueeze(0).expand_as(features["input_ids"]) - ) + bsz, seq_length = features["input_ids"].shape + features["position_ids"] = torch.arange(seq_length).long().repeat(bsz, 1) return {"data": features, "labels": features["labels"]} return features diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index 7cae556ab8..e4447ee5ba 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -254,156 +254,6 @@ def get_mm_inputs( return {} -class CpmVPlugin(BasePlugin): - @override - def process_messages( - self, - messages: Sequence[Dict[str, str]], - images: Sequence["ImageInput"], - videos: Sequence["VideoInput"], - processor: Optional["ProcessorMixin"], - ) -> List[Dict[str, str]]: - self._validate_input(images, videos) - num_image_tokens = 0 - num_video_tokens = 0 - messages = deepcopy(messages) - image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") - mm_inputs = {} - if len(images) != 0 and len(videos) != 0: - raise ValueError("MiniCPM-V model does not support input images and videos at the same time.") - - if len(videos) != 0: - max_slice_nums = 2 - use_image_id = False - mm_inputs = self._get_mm_inputs([], videos, processor) - else: - max_slice_nums = image_processor.max_slice_nums - use_image_id = image_processor.use_image_id - - for message in messages: - content = message["content"] - while IMAGE_PLACEHOLDER in content: - num_image_tokens += 1 - content = content.replace(IMAGE_PLACEHOLDER, "{{image}}", 1) - - while VIDEO_PLACEHOLDER in content: - video_seqlen = len(mm_inputs["pixel_values"][num_video_tokens]) if self.expand_mm_tokens else 1 - content = content.replace(VIDEO_PLACEHOLDER, "{{image}}" * video_seqlen, 1) - num_video_tokens += 1 - - message["content"] = content.replace("{{image}}", "(./)") - - if num_image_tokens > 0: - mm_inputs = self._get_mm_inputs(images, [], processor) - - if mm_inputs: - pattern = "(./)" - image_sizes = mm_inputs["image_sizes"] - - for index, message in enumerate(messages): - text = message["content"] - image_tags = re.findall(pattern, text) - text_chunks = text.split(pattern) - final_text = "" - for i in range(len(image_tags)): - final_text = ( - final_text - + text_chunks[i] - + image_processor.get_slice_image_placeholder( - image_sizes[0][i], i, max_slice_nums, use_image_id - ) - ) - final_text += text_chunks[-1] - messages[index]["content"] = final_text - - if len(images) != num_image_tokens: - raise ValueError(f"The number of images does not match the number of {IMAGE_PLACEHOLDER} tokens.") - - if len(videos) != num_video_tokens: - raise ValueError(f"The number of videos does not match the number of {VIDEO_PLACEHOLDER} tokens.") - - return messages - - @override - def _get_mm_inputs( - self, - images: Sequence["ImageInput"], - videos: Sequence["VideoInput"], - processor: "ProcessorMixin", - **kwargs, - ) -> Dict[str, "torch.Tensor"]: - image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") - - mm_inputs = {} - if len(images) != 0: - images = self._regularize_images( - images, - image_resolution=getattr(processor, "image_resolution", 512 * 512), - ) - if "valid_image_nums_ls" in kwargs: - valid_image_nums_ls = kwargs["valid_image_nums_ls"] - new_images = [] - idx = 0 - for valid_image_nums in valid_image_nums_ls: - new_images.append(images[idx : idx + valid_image_nums]) - idx += valid_image_nums - - images = new_images - - image_inputs = image_processor( - images, do_pad=True, max_slice_nums=image_processor.max_slice_nums, return_tensors="pt" - ) - mm_inputs.update(image_inputs) - - if len(videos) != 0: - videos = self._regularize_videos( - videos, - image_resolution=getattr(processor, "video_resolution", 128 * 128), - video_fps=getattr(processor, "video_fps", 2.0), - video_maxlen=getattr(processor, "video_maxlen", 64), - ) - video_inputs = image_processor(videos, do_pad=True, max_slice_nums=2, return_tensors="pt") - mm_inputs.update(video_inputs) - - return mm_inputs - - @override - def get_mm_inputs( - self, - images: Sequence["ImageInput"], - videos: Sequence["VideoInput"], - imglens: Sequence[int], - vidlens: Sequence[int], - batch_ids: Sequence[List[int]], - processor: Optional["ProcessorMixin"], - ) -> Dict[str, Union[List[int], "torch.Tensor"]]: - self._validate_input(images, videos) - image_bounds_list = [] - valid_image_nums_ls = [] - for input_ids in batch_ids: - input_ids_ = torch.tensor(input_ids) - start_cond = (input_ids_ == processor.tokenizer.im_start_id) | ( - input_ids_ == processor.tokenizer.slice_start_id - ) - end_cond = (input_ids_ == processor.tokenizer.im_end_id) | (input_ids_ == processor.tokenizer.slice_end_id) - image_start_tokens = torch.where(start_cond)[0] - image_start_tokens += 1 - image_end_tokens = torch.where(end_cond)[0] - valid_image_nums = max(len(image_start_tokens), len(image_end_tokens)) - valid_image_nums_ls.append(valid_image_nums) - image_bounds = torch.hstack( - [ - image_start_tokens[:valid_image_nums].unsqueeze(-1), - image_end_tokens[:valid_image_nums].unsqueeze(-1), - ] - ) - image_bounds_list.append(image_bounds) - - mm_inputs = self._get_mm_inputs(images, videos, processor, valid_image_nums_ls=valid_image_nums_ls) - mm_inputs.update({"image_bound": image_bounds_list}) - return mm_inputs - - class LlavaPlugin(BasePlugin): @override def process_messages( @@ -567,6 +417,156 @@ def get_mm_inputs( return self._get_mm_inputs(images, videos, processor) +class MiniCPMVPlugin(BasePlugin): + @override + def process_messages( + self, + messages: Sequence[Dict[str, str]], + images: Sequence["ImageInput"], + videos: Sequence["VideoInput"], + processor: Optional["ProcessorMixin"], + ) -> List[Dict[str, str]]: + self._validate_input(images, videos) + num_image_tokens = 0 + num_video_tokens = 0 + messages = deepcopy(messages) + image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") + mm_inputs = {} + if len(images) != 0 and len(videos) != 0: + raise ValueError("MiniCPM-V model does not support input images and videos at the same time.") + + if len(videos) != 0: + max_slice_nums = 2 + use_image_id = False + mm_inputs = self._get_mm_inputs([], videos, processor) + else: + max_slice_nums = image_processor.max_slice_nums + use_image_id = image_processor.use_image_id + + for message in messages: + content = message["content"] + while IMAGE_PLACEHOLDER in content: + content = content.replace(IMAGE_PLACEHOLDER, "{{image}}", 1) + num_image_tokens += 1 + + while VIDEO_PLACEHOLDER in content: + video_seqlen = len(mm_inputs["pixel_values"][num_video_tokens]) if self.expand_mm_tokens else 1 + content = content.replace(VIDEO_PLACEHOLDER, "{{image}}" * video_seqlen, 1) + num_video_tokens += 1 + + message["content"] = content.replace("{{image}}", "(./)") + + if num_image_tokens > 0: + mm_inputs = self._get_mm_inputs(images, [], processor) + + if mm_inputs: + pattern = "(./)" + image_sizes = mm_inputs["image_sizes"] + + for index, message in enumerate(messages): + text = message["content"] + image_tags = re.findall(pattern, text) + text_chunks = text.split(pattern) + final_text = "" + for i in range(len(image_tags)): + final_text = ( + final_text + + text_chunks[i] + + image_processor.get_slice_image_placeholder( + image_sizes[0][i], i, max_slice_nums, use_image_id + ) + ) + + final_text += text_chunks[-1] + messages[index]["content"] = final_text + + if len(images) != num_image_tokens: + raise ValueError(f"The number of images does not match the number of {IMAGE_PLACEHOLDER} tokens.") + + if len(videos) != num_video_tokens: + raise ValueError(f"The number of videos does not match the number of {VIDEO_PLACEHOLDER} tokens.") + + return messages + + @override + def _get_mm_inputs( + self, + images: Sequence["ImageInput"], + videos: Sequence["VideoInput"], + processor: "ProcessorMixin", + **kwargs, + ) -> Dict[str, "torch.Tensor"]: + image_processor: "BaseImageProcessor" = getattr(processor, "image_processor") + mm_inputs = {} + if len(images) != 0: + images = self._regularize_images( + images, + image_resolution=getattr(processor, "image_resolution", 512 * 512), + ) + if "valid_image_nums_ls" in kwargs: + valid_image_nums_ls = kwargs["valid_image_nums_ls"] + new_images = [] + idx = 0 + for valid_image_nums in valid_image_nums_ls: + new_images.append(images[idx : idx + valid_image_nums]) + idx += valid_image_nums + + images = new_images + + image_inputs = image_processor( + images, do_pad=True, max_slice_nums=image_processor.max_slice_nums, return_tensors="pt" + ) + mm_inputs.update(image_inputs) + + if len(videos) != 0: + videos = self._regularize_videos( + videos, + image_resolution=getattr(processor, "video_resolution", 128 * 128), + video_fps=getattr(processor, "video_fps", 2.0), + video_maxlen=getattr(processor, "video_maxlen", 64), + ) + video_inputs = image_processor(videos, do_pad=True, max_slice_nums=2, return_tensors="pt") + mm_inputs.update(video_inputs) + + return mm_inputs + + @override + def get_mm_inputs( + self, + images: Sequence["ImageInput"], + videos: Sequence["VideoInput"], + imglens: Sequence[int], + vidlens: Sequence[int], + batch_ids: Sequence[List[int]], + processor: Optional["ProcessorMixin"], + ) -> Dict[str, Union[List[int], "torch.Tensor"]]: + self._validate_input(images, videos) + image_bounds_list = [] + valid_image_nums_ls = [] + for input_ids in batch_ids: + input_ids_ = torch.tensor(input_ids) + start_cond = (input_ids_ == processor.tokenizer.im_start_id) | ( + input_ids_ == processor.tokenizer.slice_start_id + ) + end_cond = (input_ids_ == processor.tokenizer.im_end_id) | (input_ids_ == processor.tokenizer.slice_end_id) + image_start_tokens = torch.where(start_cond)[0] + image_start_tokens += 1 + image_end_tokens = torch.where(end_cond)[0] + valid_image_nums = max(len(image_start_tokens), len(image_end_tokens)) + valid_image_nums_ls.append(valid_image_nums) + image_bounds = torch.hstack( + [ + image_start_tokens[:valid_image_nums].unsqueeze(-1), + image_end_tokens[:valid_image_nums].unsqueeze(-1), + ] + ) + image_bounds_list.append(image_bounds) + + mm_inputs = self._get_mm_inputs(images, videos, processor, valid_image_nums_ls=valid_image_nums_ls) + mm_inputs.update({"image_bound": image_bounds_list}) + return mm_inputs + + class PaliGemmaPlugin(BasePlugin): @override def process_messages( @@ -945,10 +945,10 @@ def get_mm_inputs( PLUGINS = { "base": BasePlugin, - "cpm_v": CpmVPlugin, "llava": LlavaPlugin, "llava_next": LlavaNextPlugin, "llava_next_video": LlavaNextVideoPlugin, + "minicpm_v": MiniCPMVPlugin, "paligemma": PaliGemmaPlugin, "pixtral": PixtralPlugin, "qwen2_vl": Qwen2vlPlugin, diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 05eb0cda8e..c9340afcd1 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -576,17 +576,6 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: ) -# copied from chatml template -_register_template( - name="cpm_v", - format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), - format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), - format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), - stop_words=["<|im_end|>"], - mm_plugin=get_mm_plugin(name="cpm_v", image_token="", video_token="
## Changelog +[25/01/15] We supported fine-tuning the **[InternLM3](https://huggingface.co/collections/internlm/)** models. Thank [@hhaAndroid](https://github.com/hhaAndroid)'s PR. [25/01/10] We supported fine-tuning the **[Phi-4](https://huggingface.co/microsoft/phi-4)** model. @@ -201,6 +202,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Granite 3.0-3.1](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | +| [InternLM3](https://huggingface.co/internlm) | 8B | intern3 | | [Llama](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | - | | [Llama 2](https://huggingface.co/meta-llama) | 7B/13B/70B | llama2 | | [Llama 3-3.3](https://huggingface.co/meta-llama) | 1B/3B/8B/70B | llama3 | diff --git a/README_zh.md b/README_zh.md index c9f28c49b7..2f4b39973e 100644 --- a/README_zh.md +++ b/README_zh.md @@ -89,6 +89,8 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 ## 更新日志 +[25/01/15] 我们支持了 **[InternLM3](https://huggingface.co/collections/internlm/)** 模型的微调。感谢 [@hhaAndroid](https://github.com/hhaAndroid) 的 PR。 + [25/01/10] 我们支持了 **[Phi-4](https://huggingface.co/microsoft/phi-4)** 模型的微调。 [24/12/21] 我们支持了使用 **[SwanLab](https://github.com/SwanHubX/SwanLab)** 跟踪与可视化实验。详细用法请参考 [此部分](#使用-swanlab-面板)。 @@ -202,6 +204,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [Granite 3.0-3.1](https://huggingface.co/ibm-granite) | 1B/2B/3B/8B | granite3 | | [Index](https://huggingface.co/IndexTeam) | 1.9B | index | | [InternLM2/InternLM2.5](https://huggingface.co/internlm) | 7B/20B | intern2 | +| [InternLM3](https://huggingface.co/internlm) | 8B | intern3 | | [Llama](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | - | | [Llama 2](https://huggingface.co/meta-llama) | 7B/13B/70B | llama2 | | [Llama 3-3.3](https://huggingface.co/meta-llama) | 1B/3B/8B/70B | llama3 | diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 65c1795622..07be3cecf2 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -732,6 +732,14 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: stop_words=["<|im_end|>"], ) +_register_template( + name="intern3", + format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), + format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), + format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), + format_prefix=EmptyFormatter(slots=[{"bos_token"}]), + stop_words=["<|im_end|>"] +) _register_template( name="llama2", diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 7ef0d9f469..2cf002059f 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -817,6 +817,15 @@ def register_model_group( template="intern2", ) +register_model_group( + models={ + "InternLM3-8B-Chat": { + DownloadSource.DEFAULT: "internlm/internlm3-8b-instruct", + DownloadSource.MODELSCOPE: "Shanghai_AI_Laboratory/internlm3-8b-instruct", + }, + }, + template="intern3", +) register_model_group( models={ diff --git a/src/llamafactory/model/patcher.py b/src/llamafactory/model/patcher.py index 2a7e5ddf8b..4dc7e1b5b8 100644 --- a/src/llamafactory/model/patcher.py +++ b/src/llamafactory/model/patcher.py @@ -24,6 +24,7 @@ from ..extras import logging from ..extras.misc import infer_optim_dtype +from ..extras.packages import is_transformers_version_greater_than from .model_utils.attention import configure_attn_implementation, print_attn_implementation from .model_utils.checkpointing import prepare_model_for_training from .model_utils.embedding import resize_embedding_layer @@ -117,6 +118,9 @@ def patch_config( if "LlavaLlamaForCausalLM" in getattr(config, "architectures", []): raise ValueError("Please download llava models with hf-compatible format: https://huggingface.co/llava-hf") + if getattr(config, "model_type", None) == "internlm3" and not is_transformers_version_greater_than("4.47.1"): + raise RuntimeError("InternLM3 model requires transformers >= 4.47.1, please upgrade it.") + # deepspeed zero3 is not compatible with low_cpu_mem_usage init_kwargs["low_cpu_mem_usage"] = model_args.low_cpu_mem_usage and (not is_deepspeed_zero3_enabled()) From 1278c3e92eeb297e883aab89e2384c1df1d0e910 Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Tue, 14 Jan 2025 18:40:07 +0800 Subject: [PATCH 110/187] lint (#6641) --- README.md | 1 + src/llamafactory/chat/hf_engine.py | 4 ++-- src/llamafactory/data/template.py | 5 ++++- src/llamafactory/model/loader.py | 2 +- src/llamafactory/model/patcher.py | 6 +++--- 5 files changed, 11 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 799c50194b..ad9ff28674 100644 --- a/README.md +++ b/README.md @@ -87,6 +87,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/
## Changelog + [25/01/15] We supported fine-tuning the **[InternLM3](https://huggingface.co/collections/internlm/)** models. Thank [@hhaAndroid](https://github.com/hhaAndroid)'s PR. [25/01/10] We supported fine-tuning the **[Phi-4](https://huggingface.co/microsoft/phi-4)** model. diff --git a/src/llamafactory/chat/hf_engine.py b/src/llamafactory/chat/hf_engine.py index 6f61f2ab86..c2e3e11449 100644 --- a/src/llamafactory/chat/hf_engine.py +++ b/src/llamafactory/chat/hf_engine.py @@ -169,7 +169,7 @@ def _process_args( if isinstance(value, list) and all(isinstance(v, torch.Tensor) for v in value): # for pixtral inputs value = torch.stack(value) # assume they have same sizes elif isinstance(value, list) and all(isinstance(v, list) for v in value): # for minicpmv inputs - value = torch.stack([torch.stack(per_value) for per_value in value]) + value = torch.stack([torch.stack(v) for v in value]) elif not isinstance(value, torch.Tensor): value = torch.tensor(value) @@ -215,7 +215,7 @@ def _chat( ) generate_output = model.generate(**gen_kwargs) if isinstance(generate_output, tuple): - generate_output = generate_output[1][0] # for minicpm_o + generate_output = generate_output[1][0] # post-process the minicpm_o output response_ids = generate_output[:, prompt_length:] response = tokenizer.batch_decode( diff --git a/src/llamafactory/data/template.py b/src/llamafactory/data/template.py index 07be3cecf2..4d7f5eb919 100644 --- a/src/llamafactory/data/template.py +++ b/src/llamafactory/data/template.py @@ -732,15 +732,18 @@ def get_template_and_fix_tokenizer(tokenizer: "PreTrainedTokenizer", data_args: stop_words=["<|im_end|>"], ) + +# copied from intern2 template _register_template( name="intern3", format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]), format_assistant=StringFormatter(slots=["{{content}}<|im_end|>\n"]), format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]), format_prefix=EmptyFormatter(slots=[{"bos_token"}]), - stop_words=["<|im_end|>"] + stop_words=["<|im_end|>"], ) + _register_template( name="llama2", format_user=StringFormatter(slots=[{"bos_token"}, "[INST] {{content}} [/INST]"]), diff --git a/src/llamafactory/model/loader.py b/src/llamafactory/model/loader.py index 4d6b5a9954..b450e72d38 100644 --- a/src/llamafactory/model/loader.py +++ b/src/llamafactory/model/loader.py @@ -85,7 +85,7 @@ def load_tokenizer(model_args: "ModelArguments") -> "TokenizerModule": ) except Exception as e: raise OSError("Failed to load tokenizer.") from e - + if model_args.model_max_length is not None and tokenizer.model_max_length != model_args.model_max_length: tokenizer.model_max_length = model_args.model_max_length diff --git a/src/llamafactory/model/patcher.py b/src/llamafactory/model/patcher.py index 4dc7e1b5b8..c33527a684 100644 --- a/src/llamafactory/model/patcher.py +++ b/src/llamafactory/model/patcher.py @@ -110,7 +110,7 @@ def patch_config( if getattr(config, "model_type", None) == "qwen2" and is_trainable and model_args.flash_attn == "fa2": setattr(config, "use_cache", False) # qwen2 does not support use_cache when using flash attn - + if getattr(config, "model_type", None) == "minicpmo": setattr(config, "init_audio", False) setattr(config, "init_tts", False) @@ -119,7 +119,7 @@ def patch_config( raise ValueError("Please download llava models with hf-compatible format: https://huggingface.co/llava-hf") if getattr(config, "model_type", None) == "internlm3" and not is_transformers_version_greater_than("4.47.1"): - raise RuntimeError("InternLM3 model requires transformers >= 4.47.1, please upgrade it.") + raise RuntimeError("InternLM3 model requires transformers>=4.47.1, please upgrade it.") # deepspeed zero3 is not compatible with low_cpu_mem_usage init_kwargs["low_cpu_mem_usage"] = model_args.low_cpu_mem_usage and (not is_deepspeed_zero3_enabled()) @@ -153,7 +153,7 @@ def patch_model( ): gen_config.do_sample = True - if getattr(model.config, "model_type") not in ["minicpmv", "minicpmo"] and "GenerationMixin" not in str( + if getattr(model.config, "model_type", None) not in ["minicpmv", "minicpmo"] and "GenerationMixin" not in str( model.generate.__func__ ): model.generate = MethodType(PreTrainedModel.generate, model) From 9b7ba093c7e017ea18a4562550d5d2e82c4a0161 Mon Sep 17 00:00:00 2001 From: Zhangchi Feng <64362896+BUAADreamer@users.noreply.github.com> Date: Tue, 14 Jan 2025 21:22:35 +0800 Subject: [PATCH 111/187] update readme of MiniCPM-o (#6642) * fix template name * tiny fix * support minicpm-o-2.6 * support inference of minicpmv * update readme --- README.md | 2 ++ README_zh.md | 2 ++ 2 files changed, 4 insertions(+) diff --git a/README.md b/README.md index ad9ff28674..fa1e0f384e 100644 --- a/README.md +++ b/README.md @@ -88,6 +88,8 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ ## Changelog +[25/01/15] We supported fine-tuning the **[MiniCPM-o-2.6](https://huggingface.co/openbmb/MiniCPM-o-2_6)** and **[MiniCPM-V-2.6](https://huggingface.co/openbmb/MiniCPM-V-2_6)** models. Thank [@BUAADreamer](https://github.com/BUAADreamer)'s PR. + [25/01/15] We supported fine-tuning the **[InternLM3](https://huggingface.co/collections/internlm/)** models. Thank [@hhaAndroid](https://github.com/hhaAndroid)'s PR. [25/01/10] We supported fine-tuning the **[Phi-4](https://huggingface.co/microsoft/phi-4)** model. diff --git a/README_zh.md b/README_zh.md index 2f4b39973e..0f42fd4414 100644 --- a/README_zh.md +++ b/README_zh.md @@ -89,6 +89,8 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 ## 更新日志 +[25/01/15] 我们支持了 **[MiniCPM-o-2.6](https://huggingface.co/openbmb/MiniCPM-o-2_6)** 和 **[MiniCPM-V-2.6](https://huggingface.co/openbmb/MiniCPM-V-2_6)** 模型的微调。 感谢 [@BUAADreamer](https://github.com/BUAADreamer) 的 PR. + [25/01/15] 我们支持了 **[InternLM3](https://huggingface.co/collections/internlm/)** 模型的微调。感谢 [@hhaAndroid](https://github.com/hhaAndroid) 的 PR。 [25/01/10] 我们支持了 **[Phi-4](https://huggingface.co/microsoft/phi-4)** 模型的微调。 From d9189f9f0b23ff6929044919208e0e813ca95b1c Mon Sep 17 00:00:00 2001 From: zhuHQ Date: Tue, 14 Jan 2025 10:24:56 -0600 Subject: [PATCH 112/187] [optim] add support to APOLLO (#6617) --- examples/extras/apollo/llama3_full_sft.yaml | 45 +++++++++ setup.py | 1 + src/llamafactory/extras/packages.py | 2 + src/llamafactory/hparams/finetuning_args.py | 64 +++++++++++- src/llamafactory/hparams/parser.py | 18 ++++ src/llamafactory/model/model_utils/misc.py | 2 +- src/llamafactory/train/trainer_utils.py | 93 ++++++++++++++++- src/llamafactory/webui/components/train.py | 19 ++++ src/llamafactory/webui/locales.py | 104 ++++++++++++++++++++ src/llamafactory/webui/runner.py | 8 ++ 10 files changed, 351 insertions(+), 5 deletions(-) create mode 100644 examples/extras/apollo/llama3_full_sft.yaml diff --git a/examples/extras/apollo/llama3_full_sft.yaml b/examples/extras/apollo/llama3_full_sft.yaml new file mode 100644 index 0000000000..c90a014728 --- /dev/null +++ b/examples/extras/apollo/llama3_full_sft.yaml @@ -0,0 +1,45 @@ +### model +model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct +trust_remote_code: true + +### method +stage: sft +do_train: true +finetuning_type: full +use_apollo: true +apollo_layerwise: true +apollo_target: mlp,self_attn +apollo_rank: 128 +apollo_scale: 32.0 +apollo_scale_type: channel + +### dataset +dataset: identity,alpaca_en_demo +template: llama3 +cutoff_len: 2048 +max_samples: 1000 +overwrite_cache: true +preprocessing_num_workers: 16 + +### output +output_dir: saves/llama3-8b/apollo_full-scale32/sft +logging_steps: 10 +save_steps: 500 +plot_loss: true +overwrite_output_dir: true + +### train +per_device_train_batch_size: 1 +gradient_accumulation_steps: 1 +learning_rate: 1.0e-5 +num_train_epochs: 3.0 +lr_scheduler_type: cosine +warmup_ratio: 0.1 +pure_bf16: true +ddp_timeout: 180000000 + +### eval +val_size: 0.1 +per_device_eval_batch_size: 1 +eval_strategy: steps +eval_steps: 500 diff --git a/setup.py b/setup.py index dd0cf74aa8..6f0d09e1ca 100644 --- a/setup.py +++ b/setup.py @@ -56,6 +56,7 @@ def get_console_scripts() -> List[str]: "aqlm": ["aqlm[gpu]>=1.1.0"], "vllm": ["vllm>=0.4.3,<=0.6.5"], "galore": ["galore-torch"], + "apollo": ["apollo-torch"], "badam": ["badam>=1.2.1"], "adam-mini": ["adam-mini"], "qwen": ["transformers_stream_generator"], diff --git a/src/llamafactory/extras/packages.py b/src/llamafactory/extras/packages.py index 6b2bc3f34e..3dda95601b 100644 --- a/src/llamafactory/extras/packages.py +++ b/src/llamafactory/extras/packages.py @@ -49,6 +49,8 @@ def is_fastapi_available(): def is_galore_available(): return _is_package_available("galore_torch") +def is_apollo_available(): + return _is_package_available("apollo_torch") def is_gradio_available(): return _is_package_available("gradio") diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 5770e395e4..9996ef51d7 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -251,6 +251,59 @@ class GaloreArguments: ) +@dataclass +class ApolloArguments: + r""" + Arguments pertaining to the APOLLO algorithm. + """ + + use_apollo: bool = field( + default=False, + metadata={"help": "Whether or not to use the APOLLO optimizer."}, + ) + apollo_target: str = field( + default="all", + metadata={ + "help": ( + "Name(s) of modules to apply APOLLO. Use commas to separate multiple modules. " + "Use `all` to specify all the linear modules." + ) + }, + ) + apollo_rank: int = field( + default=16, + metadata={"help": "The rank of APOLLO gradients."}, + ) + apollo_update_interval: int = field( + default=200, + metadata={"help": "Number of steps to update the APOLLO projection."}, + ) + apollo_scale: float = field( + default=1.0, + metadata={"help": "APOLLO scaling coefficient."}, + ) + apollo_proj: Literal["svd", "random"] = field( + default="random", + metadata={"help": "Type of APOLLO low-rank projection algorithm (svd or random)."}, + ) + apollo_proj_type: Literal["std", "right", "left",] = field( + default="std", + metadata={"help": "Type of APOLLO projection."}, + ) + apollo_scale_type: Literal["channel", "tensor"] = field( + default="channel", + metadata={"help": "Type of APOLLO scaling (channel or tensor)."}, + ) + apollo_layerwise: bool = field( + default=False, + metadata={"help": "Whether or not to enable layer-wise update to further save memory."}, + ) + apollo_scale_front: bool = field( + default=False, + metadata={"help": "Whether or not to use the norm-growth limiter in front of gradient scaling."}, + ) + + @dataclass class BAdamArgument: r""" @@ -334,7 +387,7 @@ class SwanLabArguments: @dataclass class FinetuningArguments( - FreezeArguments, LoraArguments, RLHFArguments, GaloreArguments, BAdamArgument, SwanLabArguments + FreezeArguments, LoraArguments, RLHFArguments, GaloreArguments, ApolloArguments, BAdamArgument, SwanLabArguments ): r""" Arguments pertaining to which techniques we are going to fine-tuning with. @@ -401,6 +454,7 @@ def split_arg(arg): self.lora_target: List[str] = split_arg(self.lora_target) self.additional_target: Optional[List[str]] = split_arg(self.additional_target) self.galore_target: List[str] = split_arg(self.galore_target) + self.apollo_target: List[str] = split_arg(self.apollo_target) self.freeze_vision_tower = self.freeze_vision_tower or self.train_mm_proj_only self.freeze_multi_modal_projector = self.freeze_multi_modal_projector and not self.train_mm_proj_only self.use_ref_model = self.stage == "dpo" and self.pref_loss not in ["orpo", "simpo"] @@ -421,12 +475,18 @@ def split_arg(arg): if self.use_llama_pro and self.finetuning_type == "full": raise ValueError("`use_llama_pro` is only valid for Freeze or LoRA training.") - if self.finetuning_type == "lora" and (self.use_galore or self.use_badam): + if self.finetuning_type == "lora" and (self.use_galore or self.use_badam or self.use_apollo): raise ValueError("Cannot use LoRA with GaLore or BAdam together.") if self.use_galore and self.use_badam: raise ValueError("Cannot use GaLore with BAdam together.") + if self.use_galore and self.use_apollo: + raise ValueError("Cannot use GaLore with APOLLO together.") + + if self.use_badam and self.use_apollo: + raise ValueError("Cannot use BAdam with APOLLO together.") + if self.pissa_init and (self.stage in ["ppo", "kto"] or self.use_ref_model): raise ValueError("Cannot use PiSSA for current training stage.") diff --git a/src/llamafactory/hparams/parser.py b/src/llamafactory/hparams/parser.py index 36de8b50b2..a7c2f3ecab 100644 --- a/src/llamafactory/hparams/parser.py +++ b/src/llamafactory/hparams/parser.py @@ -139,6 +139,9 @@ def _check_extra_dependencies( if finetuning_args.use_galore: check_version("galore_torch", mandatory=True) + if finetuning_args.use_apollo: + check_version("apollo_torch", mandatory=True) + if finetuning_args.use_badam: check_version("badam>=1.2.1", mandatory=True) @@ -262,6 +265,13 @@ def get_train_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _ ): raise ValueError("Distributed training does not support layer-wise GaLore.") + if ( + finetuning_args.use_apollo + and finetuning_args.apollo_layerwise + and training_args.parallel_mode == ParallelMode.DISTRIBUTED + ): + raise ValueError("Distributed training does not support layer-wise APOLLO.") + if finetuning_args.use_badam and training_args.parallel_mode == ParallelMode.DISTRIBUTED: if finetuning_args.badam_mode == "ratio": raise ValueError("Radio-based BAdam does not yet support distributed training, use layer-wise BAdam.") @@ -271,6 +281,9 @@ def get_train_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _ if finetuning_args.use_galore and training_args.deepspeed is not None: raise ValueError("GaLore is incompatible with DeepSpeed yet.") + if finetuning_args.use_apollo and training_args.deepspeed is not None: + raise ValueError("APOLLO is incompatible with DeepSpeed yet.") + if model_args.infer_backend == "vllm": raise ValueError("vLLM backend is only available for API, CLI and Web.") @@ -306,6 +319,11 @@ def get_train_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _ "Using GaLore with mixed precision training may significantly increases GPU memory usage." ) + if training_args.do_train and finetuning_args.use_apollo and not finetuning_args.pure_bf16: + logger.warning_rank0( + "Using APOLLO with mixed precision training may significantly increases GPU memory usage." + ) + if (not training_args.do_train) and model_args.quantization_bit is not None: logger.warning_rank0("Evaluating model in 4/8-bit mode may cause lower scores.") diff --git a/src/llamafactory/model/model_utils/misc.py b/src/llamafactory/model/model_utils/misc.py index 5c5178d4ce..6d626f3324 100644 --- a/src/llamafactory/model/model_utils/misc.py +++ b/src/llamafactory/model/model_utils/misc.py @@ -27,7 +27,7 @@ def find_all_linear_modules(model: "PreTrainedModel", freeze_vision_tower: bool) -> List[str]: r""" - Finds all available modules to apply lora or galore. + Finds all available modules to apply lora or galore or apollo. """ model_type = getattr(model.config, "model_type", None) forbidden_modules = {"lm_head"} diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index 6aca53cf91..832b084e00 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -32,7 +32,7 @@ from ..extras import logging from ..extras.constants import IGNORE_INDEX -from ..extras.packages import is_galore_available, is_ray_available +from ..extras.packages import is_galore_available, is_ray_available, is_apollo_available from ..hparams import FinetuningArguments, ModelArguments from ..model import find_all_linear_modules, load_model, load_tokenizer, load_valuehead_params @@ -40,6 +40,8 @@ if is_galore_available(): from galore_torch import GaLoreAdafactor, GaLoreAdamW, GaLoreAdamW8bit # type: ignore +if is_apollo_available(): + from apollo_torch import APOLLOAdamW # type: ignore if is_ray_available(): from ray.train import RunConfig, ScalingConfig @@ -58,7 +60,7 @@ class DummyOptimizer(torch.optim.Optimizer): r""" - A dummy optimizer used for the GaLore algorithm. + A dummy optimizer used for the GaLore or APOLLO algorithm. """ def __init__( @@ -275,6 +277,90 @@ def optimizer_hook(param: "torch.nn.Parameter"): logger.info_rank0("Using GaLore optimizer, may cause hanging at the start of training, wait patiently.") return optimizer +def _create_apollo_optimizer( + model: "PreTrainedModel", + training_args: "TrainingArguments", + finetuning_args: "FinetuningArguments", +) -> "torch.optim.Optimizer": + if len(finetuning_args.apollo_target) == 1 and finetuning_args.apollo_target[0] == "all": + apollo_targets = find_all_linear_modules(model, finetuning_args.freeze_vision_tower) + else: + apollo_targets = finetuning_args.apollo_target + + apollo_params: List["torch.nn.Parameter"] = [] + for name, module in model.named_modules(): + if isinstance(module, torch.nn.Linear) and any(target in name for target in apollo_targets): + for param in module.parameters(): + if param.requires_grad and len(param.shape) > 1: + apollo_params.append(param) + + apollo_kwargs = { + "rank": finetuning_args.apollo_rank, + "proj": finetuning_args.apollo_proj, + "proj_type": finetuning_args.apollo_proj_type, + "update_proj_gap": finetuning_args.apollo_update_interval, + "scale": finetuning_args.apollo_scale, + "scale_type": finetuning_args.apollo_scale_type, + "scale_front": finetuning_args.apollo_scale_front, + } + + print(apollo_kwargs) + + id_apollo_params = {id(param) for param in apollo_params} + decay_params, nodecay_params = [], [] # they are non-galore parameters + trainable_params: List["torch.nn.Parameter"] = [] # galore_params + decay_params + nodecay_params + decay_param_names = _get_decay_parameter_names(model) + for name, param in model.named_parameters(): + if param.requires_grad: + trainable_params.append(param) + if id(param) not in id_apollo_params: + if name in decay_param_names: + decay_params.append(param) + else: + nodecay_params.append(param) + + _, optim_kwargs = Trainer.get_optimizer_cls_and_kwargs(training_args) + + if training_args.optim == "adamw_torch": + optim_class = APOLLOAdamW + else: + raise NotImplementedError(f"Unknow optim: {training_args.optim}") + + if finetuning_args.apollo_layerwise: + if training_args.gradient_accumulation_steps != 1: + raise ValueError("Per-layer APOLLO does not support gradient accumulation.") + + optimizer_dict: Dict["torch.Tensor", "torch.optim.Optimizer"] = {} + for param in nodecay_params: + param_groups = [dict(params=[param], weight_decay=0.0)] + optimizer_dict[param] = optim_class(param_groups, **optim_kwargs) + for param in decay_params: + param_groups = [dict(params=[param], weight_decay=training_args.weight_decay)] + optimizer_dict[param] = optim_class(param_groups, **optim_kwargs) + for param in apollo_params: # galore params have weight decay + param_groups = [dict(params=[param], weight_decay=training_args.weight_decay, **apollo_kwargs)] + optimizer_dict[param] = optim_class(param_groups, **optim_kwargs) + + def optimizer_hook(param: "torch.nn.Parameter"): + if param.grad is not None: + optimizer_dict[param].step() + optimizer_dict[param].zero_grad() + + for param in trainable_params: + param.register_post_accumulate_grad_hook(optimizer_hook) + + optimizer = DummyOptimizer(lr=training_args.learning_rate, optimizer_dict=optimizer_dict) + else: + param_groups = [ + dict(params=nodecay_params, weight_decay=0.0), + dict(params=decay_params, weight_decay=training_args.weight_decay), + dict(params=apollo_params, weight_decay=training_args.weight_decay, **apollo_kwargs), + ] + optimizer = optim_class(param_groups, **optim_kwargs) + + logger.info_rank0("Using APOLLO optimizer.") + return optimizer + def _create_loraplus_optimizer( model: "PreTrainedModel", @@ -410,6 +496,9 @@ def create_custom_optimizer( if finetuning_args.use_galore: return _create_galore_optimizer(model, training_args, finetuning_args) + if finetuning_args.use_apollo: + return _create_apollo_optimizer(model, training_args, finetuning_args) + if finetuning_args.loraplus_lr_ratio is not None: return _create_loraplus_optimizer(model, training_args, finetuning_args) diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index 05fa810b1a..62bd66c50a 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -250,6 +250,25 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: ) ) + with gr.Accordion(open=False) as apollo_tab: + with gr.Row(): + use_apollo = gr.Checkbox() + apollo_rank = gr.Slider(minimum=1, maximum=1024, value=16, step=1) + apollo_update_interval = gr.Slider(minimum=1, maximum=1024, value=200, step=1) + apollo_scale = gr.Slider(minimum=0, maximum=1, value=0.25, step=0.01) + apollo_target = gr.Textbox(value="all") + input_elems.update({use_apollo, apollo_rank, apollo_update_interval, apollo_scale, apollo_target}) + elem_dict.update( + dict( + apollo_tab=apollo_tab, + use_apollo=use_apollo, + apollo_rank=apollo_rank, + apollo_update_interval=apollo_update_interval, + apollo_scale=apollo_scale, + apollo_target=apollo_target, + ) + ) + with gr.Accordion(open=False) as badam_tab: with gr.Row(): use_badam = gr.Checkbox() diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 9b78e6e9ca..1dd1810b67 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -1249,6 +1249,110 @@ "info": "GaLore를 적용할 모듈의 이름. 모듈 간에는 쉼표(,)로 구분하십시오.", }, }, + "apollo_tab": { + "en": { + "label": "APOLLO configurations", + }, + "ru": { + "label": "Конфигурации APOLLO", + }, + "zh": { + "label": "APOLLO 参数设置", + }, + "ko": { + "label": "APOLLO 구성", + }, + }, + "use_apollo": { + "en": { + "label": "Use APOLLO", + "info": "Enable gradient low-Rank projection.", + }, + "ru": { + "label": "Использовать APOLLO", + "info": "Включить проекцию градиента на низкоранговое пространство.", + }, + "zh": { + "label": "使用 APOLLO", + "info": "使用梯度低秩投影。", + }, + "ko": { + "label": "APOLLO 사용", + "info": "그레디언트 로우 랭크 프로젝션을 활성화합니다.", + }, + }, + "apollo_rank": { + "en": { + "label": "APOLLO rank", + "info": "The rank of APOLLO gradients.", + }, + "ru": { + "label": "Ранг APOLLO", + "info": "Ранг градиентов APOLLO.", + }, + "zh": { + "label": "APOLLO 秩", + "info": "APOLLO 梯度的秩大小。", + }, + "ko": { + "label": "APOLLO 랭크", + "info": "APOLLO 그레디언트의 랭크.", + }, + }, + "apollo_update_interval": { + "en": { + "label": "Update interval", + "info": "Number of steps to update the APOLLO projection.", + }, + "ru": { + "label": "Интервал обновления", + "info": "Количество шагов для обновления проекции APOLLO.", + }, + "zh": { + "label": "更新间隔", + "info": "相邻两次投影更新的步数。", + }, + "ko": { + "label": "업데이트 간격", + "info": "APOLLO 프로젝션을 업데이트할 간격의 스텝 수.", + }, + }, + "apollo_scale": { + "en": { + "label": "APOLLO scale", + "info": "APOLLO scaling coefficient.", + }, + "ru": { + "label": "LoRA Alpha", + "info": "Коэффициент масштабирования APOLLO.", + }, + "zh": { + "label": "APOLLO 缩放系数", + "info": "APOLLO 缩放系数大小。", + }, + "ko": { + "label": "APOLLO 스케일", + "info": "APOLLO 스케일링 계수.", + }, + }, + "apollo_target": { + "en": { + "label": "APOLLO modules", + "info": "Name(s) of modules to apply APOLLO. Use commas to separate multiple modules.", + }, + "ru": { + "label": "Модули APOLLO", + "info": "Имена модулей для применения APOLLO. Используйте запятые для разделения нескольких модулей.", + }, + "zh": { + "label": "APOLLO 作用模块", + "info": "应用 APOLLO 的模块名称。使用英文逗号分隔多个名称。", + }, + "ko": { + "label": "APOLLO 모듈", + "info": "APOLLO를 적용할 모듈의 이름. 모듈 간에는 쉼표(,)로 구분하십시오.", + }, + }, "badam_tab": { "en": { "label": "BAdam configurations", diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index fe1e643c52..bc010992e4 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -147,6 +147,7 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: shift_attn=get("train.shift_attn"), report_to="all" if get("train.report_to") else "none", use_galore=get("train.use_galore"), + use_apollo=get("train.use_apollo"), use_badam=get("train.use_badam"), use_swanlab=get("train.use_swanlab"), output_dir=get_save_dir(model_name, finetuning_type, get("train.output_dir")), @@ -223,6 +224,13 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: args["galore_update_interval"] = get("train.galore_update_interval") args["galore_scale"] = get("train.galore_scale") args["galore_target"] = get("train.galore_target") + + # apollo config + if args["use_apollo"]: + args["apollo_rank"] = get("train.apollo_rank") + args["apollo_update_interval"] = get("train.apollo_update_interval") + args["apollo_scale"] = get("train.apollo_scale") + args["apollo_target"] = get("train.apollo_target") # badam config if args["use_badam"]: From 7a04021d0461caea2c7b82169839340b7f51f463 Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Wed, 15 Jan 2025 01:42:50 +0800 Subject: [PATCH 113/187] [optim] clean apollo (#6645) * clean apollo code * update readme --- README.md | 32 +++++++------- README_zh.md | 34 ++++++++------- examples/README.md | 6 +++ examples/README_zh.md | 6 +++ examples/extras/apollo/llama3_full_sft.yaml | 8 ++-- examples/extras/galore/llama3_full_sft.yaml | 6 +-- src/llamafactory/extras/packages.py | 2 + src/llamafactory/hparams/finetuning_args.py | 16 +++---- src/llamafactory/hparams/parser.py | 48 ++++++++------------- src/llamafactory/model/model_utils/misc.py | 2 +- src/llamafactory/train/trainer_utils.py | 26 ++++++----- src/llamafactory/webui/components/train.py | 9 ++-- src/llamafactory/webui/locales.py | 16 +++---- src/llamafactory/webui/runner.py | 2 +- 14 files changed, 110 insertions(+), 103 deletions(-) diff --git a/README.md b/README.md index fa1e0f384e..d447fc6529 100644 --- a/README.md +++ b/README.md @@ -66,7 +66,7 @@ Choose your path: - **Various models**: LLaMA, LLaVA, Mistral, Mixtral-MoE, Qwen, Qwen2-VL, Yi, Gemma, Baichuan, ChatGLM, Phi, etc. - **Integrated methods**: (Continuous) pre-training, (multimodal) supervised fine-tuning, reward modeling, PPO, DPO, KTO, ORPO, etc. - **Scalable resources**: 16-bit full-tuning, freeze-tuning, LoRA and 2/3/4/5/6/8-bit QLoRA via AQLM/AWQ/GPTQ/LLM.int8/HQQ/EETQ. -- **Advanced algorithms**: [GaLore](https://github.com/jiaweizzhao/GaLore), [BAdam](https://github.com/Ledzy/BAdam), [Adam-mini](https://github.com/zyushun/Adam-mini), DoRA, LongLoRA, LLaMA Pro, Mixture-of-Depths, LoRA+, LoftQ, PiSSA and Agent tuning. +- **Advanced algorithms**: [GaLore](https://github.com/jiaweizzhao/GaLore), [BAdam](https://github.com/Ledzy/BAdam), [APOLLO](https://github.com/zhuhanqing/APOLLO), [Adam-mini](https://github.com/zyushun/Adam-mini), DoRA, LongLoRA, LLaMA Pro, Mixture-of-Depths, LoRA+, LoftQ, PiSSA and Agent tuning. - **Practical tricks**: [FlashAttention-2](https://github.com/Dao-AILab/flash-attention), [Unsloth](https://github.com/unslothai/unsloth), [Liger Kernel](https://github.com/linkedin/Liger-Kernel), RoPE scaling, NEFTune and rsLoRA. - **Experiment monitors**: LlamaBoard, TensorBoard, Wandb, MLflow, SwanLab, etc. - **Faster inference**: OpenAI-style API, Gradio UI and CLI with vLLM worker. @@ -88,18 +88,20 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ ## Changelog -[25/01/15] We supported fine-tuning the **[MiniCPM-o-2.6](https://huggingface.co/openbmb/MiniCPM-o-2_6)** and **[MiniCPM-V-2.6](https://huggingface.co/openbmb/MiniCPM-V-2_6)** models. Thank [@BUAADreamer](https://github.com/BUAADreamer)'s PR. +[25/01/15] We supported **[APOLLO](https://arxiv.org/abs/2412.05270)** optimizer. See [examples](examples/README.md) for usage. -[25/01/15] We supported fine-tuning the **[InternLM3](https://huggingface.co/collections/internlm/)** models. Thank [@hhaAndroid](https://github.com/hhaAndroid)'s PR. +[25/01/14] We supported fine-tuning the **[MiniCPM-o-2.6](https://huggingface.co/openbmb/MiniCPM-o-2_6)** and **[MiniCPM-V-2.6](https://huggingface.co/openbmb/MiniCPM-V-2_6)** models. Thank [@BUAADreamer](https://github.com/BUAADreamer)'s PR. + +[25/01/14] We supported fine-tuning the **[InternLM3](https://huggingface.co/collections/internlm/)** models. Thank [@hhaAndroid](https://github.com/hhaAndroid)'s PR. [25/01/10] We supported fine-tuning the **[Phi-4](https://huggingface.co/microsoft/phi-4)** model. +
Full Changelog + [24/12/21] We supported using **[SwanLab](https://github.com/SwanHubX/SwanLab)** for experiment tracking and visualization. See [this section](#use-swanlab-logger) for details. [24/11/27] We supported fine-tuning the **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** model and the **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** dataset. -
Full Changelog - [24/10/09] We supported downloading pre-trained models and datasets from the **[Modelers Hub](https://modelers.cn/models)**. See [this tutorial](#download-from-modelers-hub) for usage. [24/09/19] We supported fine-tuning the **[Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/)** models. @@ -378,15 +380,15 @@ huggingface-cli login \* *estimated* -| Method | Bits | 7B | 13B | 30B | 70B | 110B | 8x7B | 8x22B | -| ----------------- | ---- | ----- | ----- | ----- | ------ | ------ | ----- | ------ | -| Full | AMP | 120GB | 240GB | 600GB | 1200GB | 2000GB | 900GB | 2400GB | -| Full | 16 | 60GB | 120GB | 300GB | 600GB | 900GB | 400GB | 1200GB | -| Freeze | 16 | 20GB | 40GB | 80GB | 200GB | 360GB | 160GB | 400GB | -| LoRA/GaLore/BAdam | 16 | 16GB | 32GB | 64GB | 160GB | 240GB | 120GB | 320GB | -| QLoRA | 8 | 10GB | 20GB | 40GB | 80GB | 140GB | 60GB | 160GB | -| QLoRA | 4 | 6GB | 12GB | 24GB | 48GB | 72GB | 30GB | 96GB | -| QLoRA | 2 | 4GB | 8GB | 16GB | 24GB | 48GB | 18GB | 48GB | +| Method | Bits | 7B | 13B | 30B | 70B | 110B | 8x7B | 8x22B | +| ------------------------ | ---- | ----- | ----- | ----- | ------ | ------ | ----- | ------ | +| Full | 32 | 120GB | 240GB | 600GB | 1200GB | 2000GB | 900GB | 2400GB | +| Full | 16 | 60GB | 120GB | 300GB | 600GB | 900GB | 400GB | 1200GB | +| Freeze | 16 | 20GB | 40GB | 80GB | 200GB | 360GB | 160GB | 400GB | +| LoRA/GaLore/APOLLO/BAdam | 16 | 16GB | 32GB | 64GB | 160GB | 240GB | 120GB | 320GB | +| QLoRA | 8 | 10GB | 20GB | 40GB | 80GB | 140GB | 60GB | 160GB | +| QLoRA | 4 | 6GB | 12GB | 24GB | 48GB | 72GB | 30GB | 96GB | +| QLoRA | 2 | 4GB | 8GB | 16GB | 24GB | 48GB | 18GB | 48GB | ## Getting Started @@ -401,7 +403,7 @@ cd LLaMA-Factory pip install -e ".[torch,metrics]" ``` -Extra dependencies available: torch, torch-npu, metrics, deepspeed, liger-kernel, bitsandbytes, hqq, eetq, gptq, awq, aqlm, vllm, galore, badam, adam-mini, qwen, modelscope, openmind, swanlab, quality +Extra dependencies available: torch, torch-npu, metrics, deepspeed, liger-kernel, bitsandbytes, hqq, eetq, gptq, awq, aqlm, vllm, galore, apollo, badam, adam-mini, qwen, minicpm_v, modelscope, openmind, swanlab, quality > [!TIP] > Use `pip install --no-deps -e .` to resolve package conflicts. diff --git a/README_zh.md b/README_zh.md index 0f42fd4414..b4e5f21daf 100644 --- a/README_zh.md +++ b/README_zh.md @@ -67,7 +67,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 - **多种模型**:LLaMA、LLaVA、Mistral、Mixtral-MoE、Qwen、Qwen2-VL、Yi、Gemma、Baichuan、ChatGLM、Phi 等等。 - **集成方法**:(增量)预训练、(多模态)指令监督微调、奖励模型训练、PPO 训练、DPO 训练、KTO 训练、ORPO 训练等等。 - **多种精度**:16 比特全参数微调、冻结微调、LoRA 微调和基于 AQLM/AWQ/GPTQ/LLM.int8/HQQ/EETQ 的 2/3/4/5/6/8 比特 QLoRA 微调。 -- **先进算法**:[GaLore](https://github.com/jiaweizzhao/GaLore)、[BAdam](https://github.com/Ledzy/BAdam)、[Adam-mini](https://github.com/zyushun/Adam-mini)、DoRA、LongLoRA、LLaMA Pro、Mixture-of-Depths、LoRA+、LoftQ、PiSSA 和 Agent 微调。 +- **先进算法**:[GaLore](https://github.com/jiaweizzhao/GaLore)、[BAdam](https://github.com/Ledzy/BAdam)、[APOLLO](https://github.com/zhuhanqing/APOLLO)、[Adam-mini](https://github.com/zyushun/Adam-mini)、DoRA、LongLoRA、LLaMA Pro、Mixture-of-Depths、LoRA+、LoftQ、PiSSA 和 Agent 微调。 - **实用技巧**:[FlashAttention-2](https://github.com/Dao-AILab/flash-attention)、[Unsloth](https://github.com/unslothai/unsloth)、[Liger Kernel](https://github.com/linkedin/Liger-Kernel)、RoPE scaling、NEFTune 和 rsLoRA。 - **实验监控**:LlamaBoard、TensorBoard、Wandb、MLflow、SwanLab 等等。 - **极速推理**:基于 vLLM 的 OpenAI 风格 API、浏览器界面和命令行接口。 @@ -89,18 +89,20 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 ## 更新日志 -[25/01/15] 我们支持了 **[MiniCPM-o-2.6](https://huggingface.co/openbmb/MiniCPM-o-2_6)** 和 **[MiniCPM-V-2.6](https://huggingface.co/openbmb/MiniCPM-V-2_6)** 模型的微调。 感谢 [@BUAADreamer](https://github.com/BUAADreamer) 的 PR. +[25/01/15] 我们支持了 **[APOLLO](https://arxiv.org/abs/2412.05270)** 优化器。详细用法请参照 [examples](examples/README_zh.md)。 -[25/01/15] 我们支持了 **[InternLM3](https://huggingface.co/collections/internlm/)** 模型的微调。感谢 [@hhaAndroid](https://github.com/hhaAndroid) 的 PR。 +[25/01/14] 我们支持了 **[MiniCPM-o-2.6](https://huggingface.co/openbmb/MiniCPM-o-2_6)** 和 **[MiniCPM-V-2.6](https://huggingface.co/openbmb/MiniCPM-V-2_6)** 模型的微调。 感谢 [@BUAADreamer](https://github.com/BUAADreamer) 的 PR. + +[25/01/14] 我们支持了 **[InternLM3](https://huggingface.co/collections/internlm/)** 模型的微调。感谢 [@hhaAndroid](https://github.com/hhaAndroid) 的 PR。 [25/01/10] 我们支持了 **[Phi-4](https://huggingface.co/microsoft/phi-4)** 模型的微调。 +
展开日志 + [24/12/21] 我们支持了使用 **[SwanLab](https://github.com/SwanHubX/SwanLab)** 跟踪与可视化实验。详细用法请参考 [此部分](#使用-swanlab-面板)。 [24/11/27] 我们支持了 **[Skywork-o1](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)** 模型的微调和 **[OpenO1](https://huggingface.co/datasets/O1-OPEN/OpenO1-SFT)** 数据集。 -
展开日志 - [24/10/09] 我们支持了从 **[魔乐社区](https://modelers.cn/models)** 下载预训练模型和数据集。详细用法请参照 [此教程](#从魔乐社区下载)。 [24/09/19] 我们支持了 **[Qwen2.5](https://qwenlm.github.io/blog/qwen2.5/)** 模型的微调。 @@ -246,7 +248,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 ## 训练方法 | 方法 | 全参数训练 | 部分参数训练 | LoRA | QLoRA | -| ---------------------- | ------------------ | ------------------ | ------------------ | ------------------ | +| --------------------- | ------------------ | ------------------ | ------------------ | ------------------ | | 预训练 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: | | 指令监督微调 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: | | 奖励模型训练 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: | @@ -379,15 +381,15 @@ huggingface-cli login \* *估算值* -| 方法 | 精度 | 7B | 13B | 30B | 70B | 110B | 8x7B | 8x22B | -| ----------------- | ---- | ----- | ----- | ----- | ------ | ------ | ----- | ------ | -| Full | AMP | 120GB | 240GB | 600GB | 1200GB | 2000GB | 900GB | 2400GB | -| Full | 16 | 60GB | 120GB | 300GB | 600GB | 900GB | 400GB | 1200GB | -| Freeze | 16 | 20GB | 40GB | 80GB | 200GB | 360GB | 160GB | 400GB | -| LoRA/GaLore/BAdam | 16 | 16GB | 32GB | 64GB | 160GB | 240GB | 120GB | 320GB | -| QLoRA | 8 | 10GB | 20GB | 40GB | 80GB | 140GB | 60GB | 160GB | -| QLoRA | 4 | 6GB | 12GB | 24GB | 48GB | 72GB | 30GB | 96GB | -| QLoRA | 2 | 4GB | 8GB | 16GB | 24GB | 48GB | 18GB | 48GB | +| 方法 | 精度 | 7B | 13B | 30B | 70B | 110B | 8x7B | 8x22B | +| ------------------------ | ---- | ----- | ----- | ----- | ------ | ------ | ----- | ------ | +| Full | 32 | 120GB | 240GB | 600GB | 1200GB | 2000GB | 900GB | 2400GB | +| Full | 16 | 60GB | 120GB | 300GB | 600GB | 900GB | 400GB | 1200GB | +| Freeze | 16 | 20GB | 40GB | 80GB | 200GB | 360GB | 160GB | 400GB | +| LoRA/GaLore/APOLLO/BAdam | 16 | 16GB | 32GB | 64GB | 160GB | 240GB | 120GB | 320GB | +| QLoRA | 8 | 10GB | 20GB | 40GB | 80GB | 140GB | 60GB | 160GB | +| QLoRA | 4 | 6GB | 12GB | 24GB | 48GB | 72GB | 30GB | 96GB | +| QLoRA | 2 | 4GB | 8GB | 16GB | 24GB | 48GB | 18GB | 48GB | ## 如何使用 @@ -402,7 +404,7 @@ cd LLaMA-Factory pip install -e ".[torch,metrics]" ``` -可选的额外依赖项:torch、torch-npu、metrics、deepspeed、liger-kernel、bitsandbytes、hqq、eetq、gptq、awq、aqlm、vllm、galore、badam、adam-mini、qwen、modelscope、openmind、swanlab、quality +可选的额外依赖项:torch、torch-npu、metrics、deepspeed、liger-kernel、bitsandbytes、hqq、eetq、gptq、awq、aqlm、vllm、galore、apollo、badam、adam-mini、qwen、minicpm_v、modelscope、openmind、swanlab、quality > [!TIP] > 遇到包冲突时,可使用 `pip install --no-deps -e .` 解决。 diff --git a/examples/README.md b/examples/README.md index e589b980d9..1b94412299 100644 --- a/examples/README.md +++ b/examples/README.md @@ -204,6 +204,12 @@ llamafactory-cli api examples/inference/llama3_lora_sft.yaml llamafactory-cli train examples/extras/galore/llama3_full_sft.yaml ``` +#### Full-Parameter Fine-Tuning using APOLLO + +```bash +llamafactory-cli train examples/extras/apollo/llama3_full_sft.yaml +``` + #### Full-Parameter Fine-Tuning using BAdam ```bash diff --git a/examples/README_zh.md b/examples/README_zh.md index b75a623904..31d3eda2cc 100644 --- a/examples/README_zh.md +++ b/examples/README_zh.md @@ -204,6 +204,12 @@ llamafactory-cli api examples/inference/llama3_lora_sft.yaml llamafactory-cli train examples/extras/galore/llama3_full_sft.yaml ``` +#### 使用 APOLLO 进行全参数训练 + +```bash +llamafactory-cli train examples/extras/apollo/llama3_full_sft.yaml +``` + #### 使用 BAdam 进行全参数训练 ```bash diff --git a/examples/extras/apollo/llama3_full_sft.yaml b/examples/extras/apollo/llama3_full_sft.yaml index c90a014728..520c528e94 100644 --- a/examples/extras/apollo/llama3_full_sft.yaml +++ b/examples/extras/apollo/llama3_full_sft.yaml @@ -7,8 +7,8 @@ stage: sft do_train: true finetuning_type: full use_apollo: true -apollo_layerwise: true -apollo_target: mlp,self_attn +apollo_layerwise: true # choices: [true, false], use false for DDP training +apollo_target: all apollo_rank: 128 apollo_scale: 32.0 apollo_scale_type: channel @@ -22,7 +22,7 @@ overwrite_cache: true preprocessing_num_workers: 16 ### output -output_dir: saves/llama3-8b/apollo_full-scale32/sft +output_dir: saves/llama3-8b/full/sft logging_steps: 10 save_steps: 500 plot_loss: true @@ -30,7 +30,7 @@ overwrite_output_dir: true ### train per_device_train_batch_size: 1 -gradient_accumulation_steps: 1 +gradient_accumulation_steps: 1 # use 1 for layerwise apollo learning_rate: 1.0e-5 num_train_epochs: 3.0 lr_scheduler_type: cosine diff --git a/examples/extras/galore/llama3_full_sft.yaml b/examples/extras/galore/llama3_full_sft.yaml index 02fcf89f19..f46f9ae6e7 100644 --- a/examples/extras/galore/llama3_full_sft.yaml +++ b/examples/extras/galore/llama3_full_sft.yaml @@ -7,8 +7,8 @@ stage: sft do_train: true finetuning_type: full use_galore: true -galore_layerwise: true -galore_target: mlp,self_attn +galore_layerwise: true # choices: [true, false], use false for DDP training +galore_target: all galore_rank: 128 galore_scale: 2.0 @@ -29,7 +29,7 @@ overwrite_output_dir: true ### train per_device_train_batch_size: 1 -gradient_accumulation_steps: 1 +gradient_accumulation_steps: 1 # use 1 for layerwise galore learning_rate: 1.0e-5 num_train_epochs: 3.0 lr_scheduler_type: cosine diff --git a/src/llamafactory/extras/packages.py b/src/llamafactory/extras/packages.py index 3dda95601b..e3ddbbe934 100644 --- a/src/llamafactory/extras/packages.py +++ b/src/llamafactory/extras/packages.py @@ -49,9 +49,11 @@ def is_fastapi_available(): def is_galore_available(): return _is_package_available("galore_torch") + def is_apollo_available(): return _is_package_available("apollo_torch") + def is_gradio_available(): return _is_package_available("gradio") diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 9996ef51d7..835c9785c3 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -286,7 +286,7 @@ class ApolloArguments: default="random", metadata={"help": "Type of APOLLO low-rank projection algorithm (svd or random)."}, ) - apollo_proj_type: Literal["std", "right", "left",] = field( + apollo_proj_type: Literal["std", "right", "left"] = field( default="std", metadata={"help": "Type of APOLLO projection."}, ) @@ -475,17 +475,11 @@ def split_arg(arg): if self.use_llama_pro and self.finetuning_type == "full": raise ValueError("`use_llama_pro` is only valid for Freeze or LoRA training.") - if self.finetuning_type == "lora" and (self.use_galore or self.use_badam or self.use_apollo): - raise ValueError("Cannot use LoRA with GaLore or BAdam together.") + if self.finetuning_type == "lora" and (self.use_galore or self.use_apollo or self.use_badam): + raise ValueError("Cannot use LoRA with GaLore, APOLLO or BAdam together.") - if self.use_galore and self.use_badam: - raise ValueError("Cannot use GaLore with BAdam together.") - - if self.use_galore and self.use_apollo: - raise ValueError("Cannot use GaLore with APOLLO together.") - - if self.use_badam and self.use_apollo: - raise ValueError("Cannot use BAdam with APOLLO together.") + if int(self.use_galore) + int(self.use_apollo) + (self.use_badam) > 1: + raise ValueError("Cannot use GaLore, APOLLO or BAdam together.") if self.pissa_init and (self.stage in ["ppo", "kto"] or self.use_ref_model): raise ValueError("Cannot use PiSSA for current training stage.") diff --git a/src/llamafactory/hparams/parser.py b/src/llamafactory/hparams/parser.py index a7c2f3ecab..3ffaa1f156 100644 --- a/src/llamafactory/hparams/parser.py +++ b/src/llamafactory/hparams/parser.py @@ -258,31 +258,21 @@ def get_train_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _ if is_deepspeed_zero3_enabled(): raise ValueError("`pure_bf16` is incompatible with DeepSpeed ZeRO-3.") - if ( - finetuning_args.use_galore - and finetuning_args.galore_layerwise - and training_args.parallel_mode == ParallelMode.DISTRIBUTED - ): - raise ValueError("Distributed training does not support layer-wise GaLore.") - - if ( - finetuning_args.use_apollo - and finetuning_args.apollo_layerwise - and training_args.parallel_mode == ParallelMode.DISTRIBUTED - ): - raise ValueError("Distributed training does not support layer-wise APOLLO.") + if training_args.parallel_mode == ParallelMode.DISTRIBUTED: + if finetuning_args.use_galore and finetuning_args.galore_layerwise: + raise ValueError("Distributed training does not support layer-wise GaLore.") - if finetuning_args.use_badam and training_args.parallel_mode == ParallelMode.DISTRIBUTED: - if finetuning_args.badam_mode == "ratio": - raise ValueError("Radio-based BAdam does not yet support distributed training, use layer-wise BAdam.") - elif not is_deepspeed_zero3_enabled(): - raise ValueError("Layer-wise BAdam only supports DeepSpeed ZeRO-3 training.") + if finetuning_args.use_apollo and finetuning_args.apollo_layerwise: + raise ValueError("Distributed training does not support layer-wise APOLLO.") - if finetuning_args.use_galore and training_args.deepspeed is not None: - raise ValueError("GaLore is incompatible with DeepSpeed yet.") + if finetuning_args.use_badam: + if finetuning_args.badam_mode == "ratio": + raise ValueError("Radio-based BAdam does not yet support distributed training, use layer-wise BAdam.") + elif not is_deepspeed_zero3_enabled(): + raise ValueError("Layer-wise BAdam only supports DeepSpeed ZeRO-3 training.") - if finetuning_args.use_apollo and training_args.deepspeed is not None: - raise ValueError("APOLLO is incompatible with DeepSpeed yet.") + if training_args.deepspeed is not None and (finetuning_args.use_galore or finetuning_args.use_apollo): + raise ValueError("GaLore and APOLLO are incompatible with DeepSpeed yet.") if model_args.infer_backend == "vllm": raise ValueError("vLLM backend is only available for API, CLI and Web.") @@ -314,14 +304,13 @@ def get_train_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _ if training_args.do_train and (not training_args.fp16) and (not training_args.bf16): logger.warning_rank0("We recommend enable mixed precision training.") - if training_args.do_train and finetuning_args.use_galore and not finetuning_args.pure_bf16: - logger.warning_rank0( - "Using GaLore with mixed precision training may significantly increases GPU memory usage." - ) - - if training_args.do_train and finetuning_args.use_apollo and not finetuning_args.pure_bf16: + if ( + training_args.do_train + and (finetuning_args.use_galore or finetuning_args.use_apollo) + and not finetuning_args.pure_bf16 + ): logger.warning_rank0( - "Using APOLLO with mixed precision training may significantly increases GPU memory usage." + "Using GaLore or APOLLO with mixed precision training may significantly increases GPU memory usage." ) if (not training_args.do_train) and model_args.quantization_bit is not None: @@ -397,7 +386,6 @@ def get_train_args(args: Optional[Union[Dict[str, Any], List[str]]] = None) -> _ str(model_args.compute_dtype), ) ) - transformers.set_seed(training_args.seed) return model_args, data_args, training_args, finetuning_args, generating_args diff --git a/src/llamafactory/model/model_utils/misc.py b/src/llamafactory/model/model_utils/misc.py index 6d626f3324..f322863839 100644 --- a/src/llamafactory/model/model_utils/misc.py +++ b/src/llamafactory/model/model_utils/misc.py @@ -27,7 +27,7 @@ def find_all_linear_modules(model: "PreTrainedModel", freeze_vision_tower: bool) -> List[str]: r""" - Finds all available modules to apply lora or galore or apollo. + Finds all available modules to apply LoRA, GaLore or APOLLO. """ model_type = getattr(model.config, "model_type", None) forbidden_modules = {"lm_head"} diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py index 832b084e00..a7d89d8f61 100644 --- a/src/llamafactory/train/trainer_utils.py +++ b/src/llamafactory/train/trainer_utils.py @@ -32,7 +32,7 @@ from ..extras import logging from ..extras.constants import IGNORE_INDEX -from ..extras.packages import is_galore_available, is_ray_available, is_apollo_available +from ..extras.packages import is_apollo_available, is_galore_available, is_ray_available from ..hparams import FinetuningArguments, ModelArguments from ..model import find_all_linear_modules, load_model, load_tokenizer, load_valuehead_params @@ -40,9 +40,11 @@ if is_galore_available(): from galore_torch import GaLoreAdafactor, GaLoreAdamW, GaLoreAdamW8bit # type: ignore + if is_apollo_available(): from apollo_torch import APOLLOAdamW # type: ignore + if is_ray_available(): from ray.train import RunConfig, ScalingConfig from ray.train.torch import TorchTrainer @@ -240,9 +242,10 @@ def _create_galore_optimizer( elif training_args.optim == "adafactor": optim_class = GaLoreAdafactor else: - raise NotImplementedError(f"Unknow optim: {training_args.optim}") + raise NotImplementedError(f"Unknown optim: {training_args.optim}.") if finetuning_args.galore_layerwise: + logger.warning_rank0("The displayed gradient norm will be all zeros in layerwise GaLore.") if training_args.gradient_accumulation_steps != 1: raise ValueError("Per-layer GaLore does not support gradient accumulation.") @@ -274,9 +277,13 @@ def optimizer_hook(param: "torch.nn.Parameter"): ] optimizer = optim_class(param_groups, **optim_kwargs) - logger.info_rank0("Using GaLore optimizer, may cause hanging at the start of training, wait patiently.") + logger.info_rank0( + f"Using GaLore optimizer with args: {galore_kwargs}. " + "It may cause hanging at the start of training, wait patiently." + ) return optimizer + def _create_apollo_optimizer( model: "PreTrainedModel", training_args: "TrainingArguments", @@ -304,11 +311,9 @@ def _create_apollo_optimizer( "scale_front": finetuning_args.apollo_scale_front, } - print(apollo_kwargs) - id_apollo_params = {id(param) for param in apollo_params} - decay_params, nodecay_params = [], [] # they are non-galore parameters - trainable_params: List["torch.nn.Parameter"] = [] # galore_params + decay_params + nodecay_params + decay_params, nodecay_params = [], [] # they are non-apollo parameters + trainable_params: List["torch.nn.Parameter"] = [] # apollo_params + decay_params + nodecay_params decay_param_names = _get_decay_parameter_names(model) for name, param in model.named_parameters(): if param.requires_grad: @@ -324,9 +329,10 @@ def _create_apollo_optimizer( if training_args.optim == "adamw_torch": optim_class = APOLLOAdamW else: - raise NotImplementedError(f"Unknow optim: {training_args.optim}") + raise NotImplementedError(f"Unknown optim: {training_args.optim}.") if finetuning_args.apollo_layerwise: + logger.warning_rank0("The displayed gradient norm will be all zeros in layerwise APOLLO.") if training_args.gradient_accumulation_steps != 1: raise ValueError("Per-layer APOLLO does not support gradient accumulation.") @@ -337,7 +343,7 @@ def _create_apollo_optimizer( for param in decay_params: param_groups = [dict(params=[param], weight_decay=training_args.weight_decay)] optimizer_dict[param] = optim_class(param_groups, **optim_kwargs) - for param in apollo_params: # galore params have weight decay + for param in apollo_params: # apollo params have weight decay param_groups = [dict(params=[param], weight_decay=training_args.weight_decay, **apollo_kwargs)] optimizer_dict[param] = optim_class(param_groups, **optim_kwargs) @@ -358,7 +364,7 @@ def optimizer_hook(param: "torch.nn.Parameter"): ] optimizer = optim_class(param_groups, **optim_kwargs) - logger.info_rank0("Using APOLLO optimizer.") + logger.info_rank0(f"Using APOLLO optimizer with args: {apollo_kwargs}.") return optimizer diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index 62bd66c50a..ae3c416ce0 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -234,8 +234,8 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: with gr.Row(): use_galore = gr.Checkbox() galore_rank = gr.Slider(minimum=1, maximum=1024, value=16, step=1) - galore_update_interval = gr.Slider(minimum=1, maximum=1024, value=200, step=1) - galore_scale = gr.Slider(minimum=0, maximum=1, value=0.25, step=0.01) + galore_update_interval = gr.Slider(minimum=1, maximum=2048, value=200, step=1) + galore_scale = gr.Slider(minimum=0, maximum=100, value=2.0, step=0.1) galore_target = gr.Textbox(value="all") input_elems.update({use_galore, galore_rank, galore_update_interval, galore_scale, galore_target}) @@ -254,9 +254,10 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: with gr.Row(): use_apollo = gr.Checkbox() apollo_rank = gr.Slider(minimum=1, maximum=1024, value=16, step=1) - apollo_update_interval = gr.Slider(minimum=1, maximum=1024, value=200, step=1) - apollo_scale = gr.Slider(minimum=0, maximum=1, value=0.25, step=0.01) + apollo_update_interval = gr.Slider(minimum=1, maximum=2048, value=200, step=1) + apollo_scale = gr.Slider(minimum=0, maximum=100, value=32.0, step=0.1) apollo_target = gr.Textbox(value="all") + input_elems.update({use_apollo, apollo_rank, apollo_update_interval, apollo_scale, apollo_target}) elem_dict.update( dict( diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 1dd1810b67..51662092c7 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -1162,19 +1162,19 @@ "use_galore": { "en": { "label": "Use GaLore", - "info": "Enable gradient low-Rank projection.", + "info": "Use GaLore optimizer.", }, "ru": { "label": "Использовать GaLore", - "info": "Включить проекцию градиента на низкоранговое пространство.", + "info": "Используйте оптимизатор GaLore.", }, "zh": { "label": "使用 GaLore", - "info": "使用梯度低秩投影。", + "info": "使用 GaLore 优化器。", }, "ko": { "label": "GaLore 사용", - "info": "그레디언트 로우 랭크 프로젝션을 활성화합니다.", + "info": "GaLore 최적화를 사용하세요.", }, }, "galore_rank": { @@ -1266,19 +1266,19 @@ "use_apollo": { "en": { "label": "Use APOLLO", - "info": "Enable gradient low-Rank projection.", + "info": "Use APOLLO optimizer.", }, "ru": { "label": "Использовать APOLLO", - "info": "Включить проекцию градиента на низкоранговое пространство.", + "info": "Используйте оптимизатор APOLLO.", }, "zh": { "label": "使用 APOLLO", - "info": "使用梯度低秩投影。", + "info": "使用 APOLLO 优化器。", }, "ko": { "label": "APOLLO 사용", - "info": "그레디언트 로우 랭크 프로젝션을 활성화합니다.", + "info": "APOLLO 최적화를 사용하세요.", }, }, "apollo_rank": { diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index bc010992e4..c397416df8 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -224,7 +224,7 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: args["galore_update_interval"] = get("train.galore_update_interval") args["galore_scale"] = get("train.galore_scale") args["galore_target"] = get("train.galore_target") - + # apollo config if args["use_apollo"]: args["apollo_rank"] = get("train.apollo_rank") From 563be2286a756fcd5d41b351beb8e1aa4e95842b Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Wed, 15 Jan 2025 11:06:19 +0800 Subject: [PATCH 114/187] update readme (#6648) --- README.md | 26 ++++++++++++++++++++++---- README_zh.md | 27 +++++++++++++++++++++++---- 2 files changed, 45 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index d447fc6529..beec708a15 100644 --- a/README.md +++ b/README.md @@ -1,21 +1,31 @@ ![# LLaMA Factory](assets/logo.png) [![GitHub Repo stars](https://img.shields.io/github/stars/hiyouga/LLaMA-Factory?style=social)](https://github.com/hiyouga/LLaMA-Factory/stargazers) -[![GitHub Code License](https://img.shields.io/github/license/hiyouga/LLaMA-Factory)](LICENSE) [![GitHub last commit](https://img.shields.io/github/last-commit/hiyouga/LLaMA-Factory)](https://github.com/hiyouga/LLaMA-Factory/commits/main) +[![GitHub contributors](https://img.shields.io/github/contributors/hiyouga/LLaMA-Factory?color=orange)](https://github.com/hiyouga/LLaMA-Factory/graphs/contributors) +[![GitHub workflow](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml/badge.svg)](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml) [![PyPI](https://img.shields.io/pypi/v/llamafactory)](https://pypi.org/project/llamafactory/) [![Citation](https://img.shields.io/badge/citation-210-green)](https://scholar.google.com/scholar?cites=12620864006390196564) [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/hiyouga/LLaMA-Factory/pulls) -[![Discord](https://dcbadge.vercel.app/api/server/rKfvV9r9FK?compact=true&style=flat)](https://discord.gg/rKfvV9r9FK) + [![Twitter](https://img.shields.io/twitter/follow/llamafactory_ai)](https://twitter.com/llamafactory_ai) +[![Discord](https://dcbadge.vercel.app/api/server/rKfvV9r9FK?compact=true&style=flat)](https://discord.gg/rKfvV9r9FK) +[![GitCode](https://gitcode.com/zhengyaowei/LLaMA-Factory/star/badge.svg)](https://gitcode.com/zhengyaowei/LLaMA-Factory) + [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1eRTPn37ltBbYsISy9Aw2NuI2Aq5CQrD9?usp=sharing) [![Open in DSW](https://gallery.pai-ml.com/assets/open-in-dsw.svg)](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory) [![Spaces](https://img.shields.io/badge/🤗-Open%20in%20Spaces-blue)](https://huggingface.co/spaces/hiyouga/LLaMA-Board) [![Studios](https://img.shields.io/badge/ModelScope-Open%20in%20Studios-blue)](https://modelscope.cn/studios/hiyouga/LLaMA-Board) [![SageMaker](https://img.shields.io/badge/SageMaker-Open%20in%20AWS-blue)](https://aws.amazon.com/cn/blogs/china/a-one-stop-code-free-model-fine-tuning-deployment-platform-based-on-sagemaker-and-llama-factory/) -[![GitCode](https://gitcode.com/zhengyaowei/LLaMA-Factory/star/badge.svg)](https://gitcode.com/zhengyaowei/LLaMA-Factory) -[![GitHub Tread](https://trendshift.io/api/badge/repositories/4535)](https://trendshift.io/repositories/4535) +

+ Easily fine-tune 100+ large language models with zero-code CLI and Web UI +

+

+ + Github trend + +

👋 Join our [WeChat](assets/wechat.jpg) or [NPU user group](assets/wechat_npu.jpg). @@ -71,6 +81,13 @@ Choose your path: - **Experiment monitors**: LlamaBoard, TensorBoard, Wandb, MLflow, SwanLab, etc. - **Faster inference**: OpenAI-style API, Gradio UI and CLI with vLLM worker. +### Day-N Support for Fine-Tuning Cutting-Edge Models + +| Support Date | Model Name | +| ------------ | ---------------------------------------------------------- | +| Day 0 | Qwen2.5 / Qwen2-VL / QwQ / QvQ / InternLM3 / MiniCPM-o-2.6 | +| Day 1 | Llama 3 / GLM-4 / PaliGemma2 | + ## Benchmark Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ptuning), LLaMA Factory's LoRA tuning offers up to **3.7 times faster** training speed with a better Rouge score on the advertising text generation task. By leveraging 4-bit quantization technique, LLaMA Factory's QLoRA further improves the efficiency regarding the GPU memory. @@ -804,6 +821,7 @@ If you have a project that should be incorporated, please contact via email or c 1. **[LazyLLM](https://github.com/LazyAGI/LazyLLM)**: An easy and lazy way for building multi-agent LLMs applications and supports model fine-tuning via LLaMA Factory. 1. **[RAG-Retrieval](https://github.com/NLPJCL/RAG-Retrieval)**: A full pipeline for RAG retrieval model fine-tuning, inference, and distillation. [[blog]](https://zhuanlan.zhihu.com/p/987727357) 1. **[360-LLaMA-Factory](https://github.com/Qihoo360/360-LLaMA-Factory)**: A modified library that supports long sequence SFT & DPO using ring attention. +1. **[Sky-T1](https://novasky-ai.github.io/posts/sky-t1/)**: An o1-like model fine-tuned by NovaSky AI with very small cost.
diff --git a/README_zh.md b/README_zh.md index b4e5f21daf..c1b5d9e178 100644 --- a/README_zh.md +++ b/README_zh.md @@ -1,21 +1,32 @@ ![# LLaMA Factory](assets/logo.png) [![GitHub Repo stars](https://img.shields.io/github/stars/hiyouga/LLaMA-Factory?style=social)](https://github.com/hiyouga/LLaMA-Factory/stargazers) -[![GitHub Code License](https://img.shields.io/github/license/hiyouga/LLaMA-Factory)](LICENSE) [![GitHub last commit](https://img.shields.io/github/last-commit/hiyouga/LLaMA-Factory)](https://github.com/hiyouga/LLaMA-Factory/commits/main) +[![GitHub contributors](https://img.shields.io/github/contributors/hiyouga/LLaMA-Factory?color=orange)](https://github.com/hiyouga/LLaMA-Factory/graphs/contributors) +[![GitHub workflow](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml/badge.svg)](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml) [![PyPI](https://img.shields.io/pypi/v/llamafactory)](https://pypi.org/project/llamafactory/) [![Citation](https://img.shields.io/badge/citation-210-green)](https://scholar.google.com/scholar?cites=12620864006390196564) [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/hiyouga/LLaMA-Factory/pulls) -[![Discord](https://dcbadge.vercel.app/api/server/rKfvV9r9FK?compact=true&style=flat)](https://discord.gg/rKfvV9r9FK) + [![Twitter](https://img.shields.io/twitter/follow/llamafactory_ai)](https://twitter.com/llamafactory_ai) +[![Discord](https://dcbadge.vercel.app/api/server/rKfvV9r9FK?compact=true&style=flat)](https://discord.gg/rKfvV9r9FK) +[![GitCode](https://gitcode.com/zhengyaowei/LLaMA-Factory/star/badge.svg)](https://gitcode.com/zhengyaowei/LLaMA-Factory) + [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1d5KQtbemerlSDSxZIfAaWXhKr30QypiK?usp=sharing) [![Open in DSW](https://gallery.pai-ml.com/assets/open-in-dsw.svg)](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory) [![Spaces](https://img.shields.io/badge/🤗-Open%20in%20Spaces-blue)](https://huggingface.co/spaces/hiyouga/LLaMA-Board) [![Studios](https://img.shields.io/badge/ModelScope-Open%20in%20Studios-blue)](https://modelscope.cn/studios/hiyouga/LLaMA-Board) [![SageMaker](https://img.shields.io/badge/SageMaker-Open%20in%20AWS-blue)](https://aws.amazon.com/cn/blogs/china/a-one-stop-code-free-model-fine-tuning-deployment-platform-based-on-sagemaker-and-llama-factory/) -[![GitCode](https://gitcode.com/zhengyaowei/LLaMA-Factory/star/badge.svg)](https://gitcode.com/zhengyaowei/LLaMA-Factory) -[![GitHub Tread](https://trendshift.io/api/badge/repositories/4535)](https://trendshift.io/repositories/4535) +

+ 使用零代码命令行Web UI 轻松微调百余种大模型 +

+

+ + Github trend + +

+ 👋 加入我们的[微信群](assets/wechat.jpg)或 [NPU 用户群](assets/wechat_npu.jpg)。 @@ -72,6 +83,13 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 - **实验监控**:LlamaBoard、TensorBoard、Wandb、MLflow、SwanLab 等等。 - **极速推理**:基于 vLLM 的 OpenAI 风格 API、浏览器界面和命令行接口。 +### 最新模型的 Day-N 微调适配 + +| 适配时间 | 模型名称 | +| ------------ | ---------------------------------------------------------- | +| Day 0 | Qwen2.5 / Qwen2-VL / QwQ / QvQ / InternLM3 / MiniCPM-o-2.6 | +| Day 1 | Llama 3 / GLM-4 / PaliGemma2 | + ## 性能指标 与 ChatGLM 官方的 [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ptuning) 微调相比,LLaMA Factory 的 LoRA 微调提供了 **3.7 倍**的加速比,同时在广告文案生成任务上取得了更高的 Rouge 分数。结合 4 比特量化技术,LLaMA Factory 的 QLoRA 微调进一步降低了 GPU 显存消耗。 @@ -805,6 +823,7 @@ swanlab_run_name: test_run # 可选 1. **[LazyLLM](https://github.com/LazyAGI/LazyLLM)**:一个低代码构建多 Agent 大模型应用的开发工具,支持基于 LLaMA Factory 的模型微调. 1. **[RAG-Retrieval](https://github.com/NLPJCL/RAG-Retrieval)**:一个全链路 RAG 检索模型微调、推理和蒸馏代码库。[[blog]](https://zhuanlan.zhihu.com/p/987727357) 1. **[360-LLaMA-Factory](https://github.com/Qihoo360/360-LLaMA-Factory)**:一个魔改后的代码库,通过 Ring Attention 支持长序列的 SFT 和 DPO 训练。 +1. **[Sky-T1](https://novasky-ai.github.io/posts/sky-t1/)**:由 NovaSky AI 微调的低成本类 o1 长推理模型。
From 76675b654e243c14b260adbfe04f619e4f2bf177 Mon Sep 17 00:00:00 2001 From: steveepreston Date: Wed, 15 Jan 2025 11:30:20 +0330 Subject: [PATCH 115/187] Update `val_size` english description (#6653) * Update `val_size` Description in locales.py * Update `val_size` Description in data_args.py * Remove extra space in data_args.py --- src/llamafactory/hparams/data_args.py | 2 +- src/llamafactory/webui/locales.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/llamafactory/hparams/data_args.py b/src/llamafactory/hparams/data_args.py index a33e626773..b841ec52b3 100644 --- a/src/llamafactory/hparams/data_args.py +++ b/src/llamafactory/hparams/data_args.py @@ -99,7 +99,7 @@ class DataArguments: ) val_size: float = field( default=0.0, - metadata={"help": "Size of the development set, should be an integer or a float in range `[0,1)`."}, + metadata={"help": "Size of the validation set, should be an integer or a float in range `[0,1)`."}, ) packing: Optional[bool] = field( default=None, diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 51662092c7..b8940d9d0c 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -468,7 +468,7 @@ "val_size": { "en": { "label": "Val size", - "info": "Proportion of data in the dev set.", + "info": "Percentage of validation set from the entire dataset.", }, "ru": { "label": "Размер валидации", From 027942789bf3a28b2506a5730c05c8392ef5c885 Mon Sep 17 00:00:00 2001 From: Zhangchi Feng <64362896+BUAADreamer@users.noreply.github.com> Date: Wed, 15 Jan 2025 17:30:37 +0800 Subject: [PATCH 116/187] [data] Fix minicpmv/o dpo training (#6657) * fix template name * tiny fix * support minicpm-o-2.6 * support inference of minicpmv * update readme * support dpo of minicpmv --- src/llamafactory/data/collator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/llamafactory/data/collator.py b/src/llamafactory/data/collator.py index c14f17e010..ba6a3da73c 100644 --- a/src/llamafactory/data/collator.py +++ b/src/llamafactory/data/collator.py @@ -155,7 +155,7 @@ def __call__(self, features: Sequence[Dict[str, Any]]) -> Dict[str, "torch.Tenso if "image_bound" in features: # for minicpmv inputs bsz, seq_length = features["input_ids"].shape features["position_ids"] = torch.arange(seq_length).long().repeat(bsz, 1) - return {"data": features, "labels": features["labels"]} + return {"data": features, "input_ids": features["input_ids"], "labels": features["labels"]} return features From 7bf09abf1c4d971cda33daed933c75f391e79294 Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Fri, 17 Jan 2025 13:46:09 +0800 Subject: [PATCH 117/187] fix qwen2 moe (#6684) --- src/llamafactory/model/model_utils/moe.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/llamafactory/model/model_utils/moe.py b/src/llamafactory/model/model_utils/moe.py index 58039e2a22..cd5558d32d 100644 --- a/src/llamafactory/model/model_utils/moe.py +++ b/src/llamafactory/model/model_utils/moe.py @@ -61,7 +61,7 @@ def add_z3_leaf_module(model: "PreTrainedModel") -> None: _set_z3_leaf_modules(model, [MixtralSparseMoeBlock]) - if model_type == "qwen2moe": + if model_type == "qwen2_moe": from transformers.models.qwen2_moe.modeling_qwen2_moe import Qwen2MoeSparseMoeBlock _set_z3_leaf_modules(model, [Qwen2MoeSparseMoeBlock]) From 4d0f662dbe227ab0da11a1e109f7a2c5ab8f70b9 Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Fri, 17 Jan 2025 20:15:42 +0800 Subject: [PATCH 118/187] [webui] upgrade to gradio 5 (#6688) --- requirements.txt | 2 +- src/llamafactory/webui/chatter.py | 20 ++++++++++---------- src/llamafactory/webui/components/chatbot.py | 2 +- src/llamafactory/webui/components/top.py | 7 +++---- src/llamafactory/webui/components/train.py | 15 ++++++++------- src/llamafactory/webui/locales.py | 18 ------------------ src/llamafactory/webui/runner.py | 9 +++++++-- src/llamafactory/webui/utils.py | 7 ++++++- 8 files changed, 36 insertions(+), 44 deletions(-) diff --git a/requirements.txt b/requirements.txt index b47643e3bb..04d395d6df 100644 --- a/requirements.txt +++ b/requirements.txt @@ -4,7 +4,7 @@ accelerate>=0.34.0,<=1.0.1 peft>=0.11.1,<=0.12.0 trl>=0.8.6,<=0.9.6 tokenizers>=0.19.0,<0.20.4 -gradio>=4.0.0,<5.0.0 +gradio>=4.0.0,<6.0.0 pandas>=2.0.0 scipy einops diff --git a/src/llamafactory/webui/chatter.py b/src/llamafactory/webui/chatter.py index 9d0e4b204b..7b360be689 100644 --- a/src/llamafactory/webui/chatter.py +++ b/src/llamafactory/webui/chatter.py @@ -14,7 +14,7 @@ import json import os -from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional, Sequence, Tuple +from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional, Tuple from ..chat import ChatModel from ..data import Role @@ -120,17 +120,17 @@ def unload_model(self, data) -> Generator[str, None, None]: def append( self, - chatbot: List[List[Optional[str]]], - messages: Sequence[Dict[str, str]], + chatbot: List[Dict[str, str]], + messages: List[Dict[str, str]], role: str, query: str, - ) -> Tuple[List[List[Optional[str]]], List[Dict[str, str]], str]: - return chatbot + [[query, None]], messages + [{"role": role, "content": query}], "" + ) -> Tuple[List[Dict[str, str]], List[Dict[str, str]], str]: + return chatbot + [{"role": "user", "content": query}], messages + [{"role": role, "content": query}], "" def stream( self, - chatbot: List[List[Optional[str]]], - messages: Sequence[Dict[str, str]], + chatbot: List[Dict[str, str]], + messages: List[Dict[str, str]], system: str, tools: str, image: Optional[Any], @@ -138,8 +138,8 @@ def stream( max_new_tokens: int, top_p: float, temperature: float, - ) -> Generator[Tuple[List[List[Optional[str]]], List[Dict[str, str]]], None, None]: - chatbot[-1][1] = "" + ) -> Generator[Tuple[List[Dict[str, str]], List[Dict[str, str]]], None, None]: + chatbot.append({"role": "assistant", "content": ""}) response = "" for new_text in self.stream_chat( messages, @@ -166,5 +166,5 @@ def stream( output_messages = messages + [{"role": Role.ASSISTANT.value, "content": result}] bot_text = result - chatbot[-1][1] = bot_text + chatbot[-1] = {"role": "assistant", "content": bot_text} yield chatbot, output_messages diff --git a/src/llamafactory/webui/components/chatbot.py b/src/llamafactory/webui/components/chatbot.py index b71e8bb38c..53e41b93cb 100644 --- a/src/llamafactory/webui/components/chatbot.py +++ b/src/llamafactory/webui/components/chatbot.py @@ -33,7 +33,7 @@ def create_chat_box( engine: "Engine", visible: bool = False ) -> Tuple["Component", "Component", Dict[str, "Component"]]: with gr.Column(visible=visible) as chat_box: - chatbot = gr.Chatbot(show_copy_button=True) + chatbot = gr.Chatbot(type="messages", show_copy_button=True) messages = gr.State([]) with gr.Row(): with gr.Column(scale=4): diff --git a/src/llamafactory/webui/components/top.py b/src/llamafactory/webui/components/top.py index bec6c50790..528ee908ca 100644 --- a/src/llamafactory/webui/components/top.py +++ b/src/llamafactory/webui/components/top.py @@ -30,11 +30,10 @@ def create_top() -> Dict[str, "Component"]: - available_models = list(SUPPORTED_MODELS.keys()) + ["Custom"] - with gr.Row(): - lang = gr.Dropdown(choices=["en", "ru", "zh", "ko"], scale=1) - model_name = gr.Dropdown(choices=available_models, scale=3) + lang = gr.Dropdown(choices=["en", "ru", "zh", "ko"], value=None, scale=1) + available_models = list(SUPPORTED_MODELS.keys()) + ["Custom"] + model_name = gr.Dropdown(choices=available_models, value=None, scale=3) model_path = gr.Textbox(scale=3) with gr.Row(): diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py index ae3c416ce0..b4c0bb2aa8 100644 --- a/src/llamafactory/webui/components/train.py +++ b/src/llamafactory/webui/components/train.py @@ -39,9 +39,8 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: elem_dict = dict() with gr.Row(): - training_stage = gr.Dropdown( - choices=list(TRAINING_STAGES.keys()), value=list(TRAINING_STAGES.keys())[0], scale=1 - ) + stages = list(TRAINING_STAGES.keys()) + training_stage = gr.Dropdown(choices=stages, value=stages[0], scale=1) dataset_dir = gr.Textbox(value=DEFAULT_DATA_DIR, scale=1) dataset = gr.Dropdown(multiselect=True, allow_custom_value=True, scale=4) preview_elems = create_preview_box(dataset_dir, dataset) @@ -107,8 +106,12 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: use_llama_pro = gr.Checkbox() with gr.Column(): - shift_attn = gr.Checkbox() - report_to = gr.Checkbox() + report_to = gr.Dropdown( + choices=["none", "all", "wandb", "mlflow", "neptune", "tensorboard"], + value=["none"], + allow_custom_value=True, + multiselect=True, + ) input_elems.update( { @@ -123,7 +126,6 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: mask_history, resize_vocab, use_llama_pro, - shift_attn, report_to, } ) @@ -141,7 +143,6 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]: mask_history=mask_history, resize_vocab=resize_vocab, use_llama_pro=use_llama_pro, - shift_attn=shift_attn, report_to=report_to, ) ) diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index b8940d9d0c..154f179418 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -713,24 +713,6 @@ "info": "확장된 블록의 매개변수를 학습 가능하게 만듭니다.", }, }, - "shift_attn": { - "en": { - "label": "Enable S^2 Attention", - "info": "Use shift short attention proposed by LongLoRA.", - }, - "ru": { - "label": "Включить S^2 внимание", - "info": "Использовать сдвиг внимания на короткие дистанции предложенный LongLoRA.", - }, - "zh": { - "label": "使用 S^2 Attention", - "info": "使用 LongLoRA 提出的 shift short attention。", - }, - "ko": { - "label": "S^2 Attention 사용", - "info": "LongLoRA에서 제안한 shift short attention을 사용합니다.", - }, - }, "report_to": { "en": { "label": "Enable external logger", diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index c397416df8..d2195ea4f2 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -144,8 +144,7 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: mask_history=get("train.mask_history"), resize_vocab=get("train.resize_vocab"), use_llama_pro=get("train.use_llama_pro"), - shift_attn=get("train.shift_attn"), - report_to="all" if get("train.report_to") else "none", + report_to=get("train.report_to"), use_galore=get("train.use_galore"), use_apollo=get("train.use_apollo"), use_badam=get("train.use_badam"), @@ -239,6 +238,12 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: args["badam_switch_interval"] = get("train.badam_switch_interval") args["badam_update_ratio"] = get("train.badam_update_ratio") + # report_to + if "none" in args["report_to"]: + args["report_to"] = "none" + elif "all" in args["report_to"]: + args["report_to"] = "all" + # swanlab config if get("train.use_swanlab"): args["swanlab_project"] = get("train.swanlab_project") diff --git a/src/llamafactory/webui/utils.py b/src/llamafactory/webui/utils.py index b014e192b3..e7b6aa0199 100644 --- a/src/llamafactory/webui/utils.py +++ b/src/llamafactory/webui/utils.py @@ -111,7 +111,12 @@ def gen_cmd(args: Dict[str, Any]) -> str: """ cmd_lines = ["llamafactory-cli train "] for k, v in clean_cmd(args).items(): - cmd_lines.append(f" --{k} {str(v)} ") + if isinstance(v, dict): + cmd_lines.append(f" --{k} {json.dumps(v, ensure_ascii=False)} ") + elif isinstance(v, list): + cmd_lines.append(f" --{k} {' '.join(map(str, v))} ") + else: + cmd_lines.append(f" --{k} {str(v)} ") if os.name == "nt": cmd_text = "`\n".join(cmd_lines) From 77bbf659053e1b205974eb6df69998fee0305d26 Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Fri, 17 Jan 2025 21:09:30 +0800 Subject: [PATCH 119/187] disable valset by default (#6690) --- examples/extras/adam_mini/qwen2_full_sft.yaml | 8 +++---- examples/extras/apollo/llama3_full_sft.yaml | 8 +++---- examples/extras/badam/llama3_full_sft.yaml | 8 +++---- .../extras/fsdp_qlora/llama3_lora_sft.yaml | 9 ++++---- examples/extras/galore/llama3_full_sft.yaml | 8 +++---- .../extras/llama_pro/llama3_freeze_sft.yaml | 8 +++---- examples/extras/loraplus/llama3_lora_sft.yaml | 9 ++++---- examples/extras/mod/llama3_full_sft.yaml | 8 +++---- examples/extras/pissa/llama3_lora_sft.yaml | 9 ++++---- examples/train_full/llama3_full_sft.yaml | 8 +++---- examples/train_full/qwen2vl_full_sft.yaml | 10 ++++---- examples/train_lora/llama3_lora_dpo.yaml | 9 ++++---- examples/train_lora/llama3_lora_kto.yaml | 9 ++++---- examples/train_lora/llama3_lora_ppo.yaml | 1 + examples/train_lora/llama3_lora_pretrain.yaml | 9 ++++---- examples/train_lora/llama3_lora_reward.yaml | 9 ++++---- examples/train_lora/llama3_lora_sft.yaml | 9 ++++---- examples/train_lora/llama3_lora_sft_ds3.yaml | 9 ++++---- examples/train_lora/llama3_lora_sft_ray.yaml | 23 ++++++++++--------- examples/train_lora/llama3_preprocess.yaml | 1 + examples/train_lora/llava1_5_lora_sft.yaml | 11 +++++---- examples/train_lora/qwen2vl_lora_dpo.yaml | 11 +++++---- examples/train_lora/qwen2vl_lora_sft.yaml | 11 +++++---- .../train_qlora/llama3_lora_sft_aqlm.yaml | 9 ++++---- examples/train_qlora/llama3_lora_sft_awq.yaml | 9 ++++---- .../train_qlora/llama3_lora_sft_bnb_npu.yaml | 9 ++++---- .../train_qlora/llama3_lora_sft_gptq.yaml | 9 ++++---- .../train_qlora/llama3_lora_sft_otfq.yaml | 9 ++++---- requirements.txt | 2 +- src/llamafactory/hparams/finetuning_args.py | 4 ++-- 30 files changed, 142 insertions(+), 114 deletions(-) diff --git a/examples/extras/adam_mini/qwen2_full_sft.yaml b/examples/extras/adam_mini/qwen2_full_sft.yaml index 363bc03c1f..e1c14e07dc 100644 --- a/examples/extras/adam_mini/qwen2_full_sft.yaml +++ b/examples/extras/adam_mini/qwen2_full_sft.yaml @@ -34,7 +34,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/extras/apollo/llama3_full_sft.yaml b/examples/extras/apollo/llama3_full_sft.yaml index 520c528e94..9b782b6732 100644 --- a/examples/extras/apollo/llama3_full_sft.yaml +++ b/examples/extras/apollo/llama3_full_sft.yaml @@ -39,7 +39,7 @@ pure_bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/extras/badam/llama3_full_sft.yaml b/examples/extras/badam/llama3_full_sft.yaml index 5a6eee8d35..57d6729df7 100644 --- a/examples/extras/badam/llama3_full_sft.yaml +++ b/examples/extras/badam/llama3_full_sft.yaml @@ -37,7 +37,7 @@ lr_scheduler_type: cosine warmup_ratio: 0.1 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/extras/fsdp_qlora/llama3_lora_sft.yaml b/examples/extras/fsdp_qlora/llama3_lora_sft.yaml index 6fe8a0dd3e..f50fe7250a 100644 --- a/examples/extras/fsdp_qlora/llama3_lora_sft.yaml +++ b/examples/extras/fsdp_qlora/llama3_lora_sft.yaml @@ -7,6 +7,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -35,7 +36,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/extras/galore/llama3_full_sft.yaml b/examples/extras/galore/llama3_full_sft.yaml index f46f9ae6e7..7540da4fb8 100644 --- a/examples/extras/galore/llama3_full_sft.yaml +++ b/examples/extras/galore/llama3_full_sft.yaml @@ -38,7 +38,7 @@ pure_bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/extras/llama_pro/llama3_freeze_sft.yaml b/examples/extras/llama_pro/llama3_freeze_sft.yaml index 953e3e614e..6d51ceee51 100644 --- a/examples/extras/llama_pro/llama3_freeze_sft.yaml +++ b/examples/extras/llama_pro/llama3_freeze_sft.yaml @@ -36,7 +36,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/extras/loraplus/llama3_lora_sft.yaml b/examples/extras/loraplus/llama3_lora_sft.yaml index e0ca89f4d2..cbecf63291 100644 --- a/examples/extras/loraplus/llama3_lora_sft.yaml +++ b/examples/extras/loraplus/llama3_lora_sft.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all loraplus_lr_ratio: 16.0 @@ -35,7 +36,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/extras/mod/llama3_full_sft.yaml b/examples/extras/mod/llama3_full_sft.yaml index e39aaac627..4799a82666 100644 --- a/examples/extras/mod/llama3_full_sft.yaml +++ b/examples/extras/mod/llama3_full_sft.yaml @@ -35,7 +35,7 @@ pure_bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/extras/pissa/llama3_lora_sft.yaml b/examples/extras/pissa/llama3_lora_sft.yaml index a264965139..5827f6a514 100644 --- a/examples/extras/pissa/llama3_lora_sft.yaml +++ b/examples/extras/pissa/llama3_lora_sft.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all pissa_init: true pissa_iter: 16 @@ -37,7 +38,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_full/llama3_full_sft.yaml b/examples/train_full/llama3_full_sft.yaml index fd52f26d94..8ceea70ce7 100644 --- a/examples/train_full/llama3_full_sft.yaml +++ b/examples/train_full/llama3_full_sft.yaml @@ -34,7 +34,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_full/qwen2vl_full_sft.yaml b/examples/train_full/qwen2vl_full_sft.yaml index 5a36a1e9b5..e1331e8ec2 100644 --- a/examples/train_full/qwen2vl_full_sft.yaml +++ b/examples/train_full/qwen2vl_full_sft.yaml @@ -1,5 +1,7 @@ ### model model_name_or_path: Qwen/Qwen2-VL-7B-Instruct +image_resolution: 262144 +video_resolution: 16384 trust_remote_code: true ### method @@ -37,7 +39,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/llama3_lora_dpo.yaml b/examples/train_lora/llama3_lora_dpo.yaml index 569148667e..6cef3995a7 100644 --- a/examples/train_lora/llama3_lora_dpo.yaml +++ b/examples/train_lora/llama3_lora_dpo.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: dpo do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all pref_beta: 0.1 pref_loss: sigmoid # choices: [sigmoid (dpo), orpo, simpo] @@ -36,7 +37,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/llama3_lora_kto.yaml b/examples/train_lora/llama3_lora_kto.yaml index d52ce79d91..980381ab66 100644 --- a/examples/train_lora/llama3_lora_kto.yaml +++ b/examples/train_lora/llama3_lora_kto.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: kto do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all pref_beta: 0.1 @@ -35,7 +36,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/llama3_lora_ppo.yaml b/examples/train_lora/llama3_lora_ppo.yaml index ec0231e754..4efc3009f5 100644 --- a/examples/train_lora/llama3_lora_ppo.yaml +++ b/examples/train_lora/llama3_lora_ppo.yaml @@ -7,6 +7,7 @@ trust_remote_code: true stage: ppo do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset diff --git a/examples/train_lora/llama3_lora_pretrain.yaml b/examples/train_lora/llama3_lora_pretrain.yaml index a6378671ab..8efe3d6a33 100644 --- a/examples/train_lora/llama3_lora_pretrain.yaml +++ b/examples/train_lora/llama3_lora_pretrain.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: pt do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -33,7 +34,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/llama3_lora_reward.yaml b/examples/train_lora/llama3_lora_reward.yaml index c42350aad0..247c69df38 100644 --- a/examples/train_lora/llama3_lora_reward.yaml +++ b/examples/train_lora/llama3_lora_reward.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: rm do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -34,7 +35,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/llama3_lora_sft.yaml b/examples/train_lora/llama3_lora_sft.yaml index 243f24459c..a695318248 100644 --- a/examples/train_lora/llama3_lora_sft.yaml +++ b/examples/train_lora/llama3_lora_sft.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -34,7 +35,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/llama3_lora_sft_ds3.yaml b/examples/train_lora/llama3_lora_sft_ds3.yaml index 41752418a3..7bf91ec382 100644 --- a/examples/train_lora/llama3_lora_sft_ds3.yaml +++ b/examples/train_lora/llama3_lora_sft_ds3.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all deepspeed: examples/deepspeed/ds_z3_config.json # choices: [ds_z0_config.json, ds_z2_config.json, ds_z3_config.json] @@ -35,7 +36,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/llama3_lora_sft_ray.yaml b/examples/train_lora/llama3_lora_sft_ray.yaml index 4aac08bc4c..58856a164a 100644 --- a/examples/train_lora/llama3_lora_sft_ray.yaml +++ b/examples/train_lora/llama3_lora_sft_ray.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -24,6 +25,13 @@ save_steps: 500 plot_loss: true overwrite_output_dir: true +### ray +ray_run_name: llama3_8b_sft_lora +ray_num_workers: 4 # number of GPUs to use +resources_per_worker: + GPU: 1 +placement_strategy: PACK + ### train per_device_train_batch_size: 1 gradient_accumulation_steps: 8 @@ -35,14 +43,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 - -### ray -ray_run_name: llama3_8b_sft_lora -ray_num_workers: 4 # number of GPUs to use -resources_per_worker: - GPU: 1 -placement_strategy: PACK +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/llama3_preprocess.yaml b/examples/train_lora/llama3_preprocess.yaml index 78df8cdb1f..fbaf01f0f5 100644 --- a/examples/train_lora/llama3_preprocess.yaml +++ b/examples/train_lora/llama3_preprocess.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset diff --git a/examples/train_lora/llava1_5_lora_sft.yaml b/examples/train_lora/llava1_5_lora_sft.yaml index 2f60f927ed..ad8060d22c 100644 --- a/examples/train_lora/llava1_5_lora_sft.yaml +++ b/examples/train_lora/llava1_5_lora_sft.yaml @@ -1,11 +1,14 @@ ### model model_name_or_path: llava-hf/llava-1.5-7b-hf +image_resolution: 262144 +video_resolution: 16384 trust_remote_code: true ### method stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -34,7 +37,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/qwen2vl_lora_dpo.yaml b/examples/train_lora/qwen2vl_lora_dpo.yaml index e11fbd0fbf..486c5beff4 100644 --- a/examples/train_lora/qwen2vl_lora_dpo.yaml +++ b/examples/train_lora/qwen2vl_lora_dpo.yaml @@ -1,11 +1,14 @@ ### model model_name_or_path: Qwen/Qwen2-VL-7B-Instruct +image_resolution: 262144 +video_resolution: 16384 trust_remote_code: true ### method stage: dpo do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all pref_beta: 0.1 pref_loss: sigmoid # choices: [sigmoid (dpo), orpo, simpo] @@ -36,7 +39,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_lora/qwen2vl_lora_sft.yaml b/examples/train_lora/qwen2vl_lora_sft.yaml index 14eea19e0e..b40ccf9b7d 100644 --- a/examples/train_lora/qwen2vl_lora_sft.yaml +++ b/examples/train_lora/qwen2vl_lora_sft.yaml @@ -1,11 +1,14 @@ ### model model_name_or_path: Qwen/Qwen2-VL-7B-Instruct +image_resolution: 262144 +video_resolution: 16384 trust_remote_code: true ### method stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -34,7 +37,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_qlora/llama3_lora_sft_aqlm.yaml b/examples/train_qlora/llama3_lora_sft_aqlm.yaml index 89b77e5aed..c035a504fd 100644 --- a/examples/train_qlora/llama3_lora_sft_aqlm.yaml +++ b/examples/train_qlora/llama3_lora_sft_aqlm.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -34,7 +35,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_qlora/llama3_lora_sft_awq.yaml b/examples/train_qlora/llama3_lora_sft_awq.yaml index 61c03e5032..a9a970f035 100644 --- a/examples/train_qlora/llama3_lora_sft_awq.yaml +++ b/examples/train_qlora/llama3_lora_sft_awq.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -34,7 +35,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_qlora/llama3_lora_sft_bnb_npu.yaml b/examples/train_qlora/llama3_lora_sft_bnb_npu.yaml index babdc47cb5..5b768a9842 100644 --- a/examples/train_qlora/llama3_lora_sft_bnb_npu.yaml +++ b/examples/train_qlora/llama3_lora_sft_bnb_npu.yaml @@ -9,6 +9,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -37,7 +38,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_qlora/llama3_lora_sft_gptq.yaml b/examples/train_qlora/llama3_lora_sft_gptq.yaml index 47626b8226..6c45e84541 100644 --- a/examples/train_qlora/llama3_lora_sft_gptq.yaml +++ b/examples/train_qlora/llama3_lora_sft_gptq.yaml @@ -6,6 +6,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -34,7 +35,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/examples/train_qlora/llama3_lora_sft_otfq.yaml b/examples/train_qlora/llama3_lora_sft_otfq.yaml index 76d7259e55..cfe930e456 100644 --- a/examples/train_qlora/llama3_lora_sft_otfq.yaml +++ b/examples/train_qlora/llama3_lora_sft_otfq.yaml @@ -8,6 +8,7 @@ trust_remote_code: true stage: sft do_train: true finetuning_type: lora +lora_rank: 8 lora_target: all ### dataset @@ -36,7 +37,7 @@ bf16: true ddp_timeout: 180000000 ### eval -val_size: 0.1 -per_device_eval_batch_size: 1 -eval_strategy: steps -eval_steps: 500 +# val_size: 0.1 +# per_device_eval_batch_size: 1 +# eval_strategy: steps +# eval_steps: 500 diff --git a/requirements.txt b/requirements.txt index 04d395d6df..266cf00948 100644 --- a/requirements.txt +++ b/requirements.txt @@ -4,7 +4,7 @@ accelerate>=0.34.0,<=1.0.1 peft>=0.11.1,<=0.12.0 trl>=0.8.6,<=0.9.6 tokenizers>=0.19.0,<0.20.4 -gradio>=4.0.0,<6.0.0 +gradio>=4.38.0,<=5.12.0 pandas>=2.0.0 scipy einops diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py index 835c9785c3..fa71907e3c 100644 --- a/src/llamafactory/hparams/finetuning_args.py +++ b/src/llamafactory/hparams/finetuning_args.py @@ -238,7 +238,7 @@ class GaloreArguments: metadata={"help": "Number of steps to update the GaLore projection."}, ) galore_scale: float = field( - default=0.25, + default=2.0, metadata={"help": "GaLore scaling coefficient."}, ) galore_proj_type: Literal["std", "reverse_std", "right", "left", "full"] = field( @@ -279,7 +279,7 @@ class ApolloArguments: metadata={"help": "Number of steps to update the APOLLO projection."}, ) apollo_scale: float = field( - default=1.0, + default=32.0, metadata={"help": "APOLLO scaling coefficient."}, ) apollo_proj: Literal["svd", "random"] = field( From c0caa7afc60ed3015fe6c263ba3566202ba934f1 Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Fri, 17 Jan 2025 23:04:26 +0800 Subject: [PATCH 120/187] [misc] update mm plugin (#6691) --- src/llamafactory/data/mm_plugin.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/llamafactory/data/mm_plugin.py b/src/llamafactory/data/mm_plugin.py index 2739cacc34..75bdb9d42e 100644 --- a/src/llamafactory/data/mm_plugin.py +++ b/src/llamafactory/data/mm_plugin.py @@ -91,7 +91,7 @@ def _preprocess_image(self, image: "ImageObject", **kwargs) -> "ImageObject": if (image.width * image.height) > image_resolution: resize_factor = math.sqrt(image_resolution / (image.width * image.height)) width, height = int(image.width * resize_factor), int(image.height * resize_factor) - image = image.resize((width, height), resample=Image.NEAREST) + image = image.resize((width, height), resample=Image.Resampling.NEAREST) if image.mode != "RGB": image = image.convert("RGB") @@ -780,15 +780,15 @@ def _preprocess_image(self, image: "ImageObject", **kwargs) -> "ImageObject": image = super()._preprocess_image(image, **kwargs) if min(image.width, image.height) < 28: width, height = max(image.width, 28), max(image.height, 28) - image = image.resize((width, height), resample=Image.NEAREST) + image = image.resize((width, height), resample=Image.Resampling.NEAREST) if image.width / image.height > 200: width, height = image.height * 180, image.height - image = image.resize((width, height), resample=Image.NEAREST) + image = image.resize((width, height), resample=Image.Resampling.NEAREST) if image.height / image.width > 200: width, height = image.width, image.width * 180 - image = image.resize((width, height), resample=Image.NEAREST) + image = image.resize((width, height), resample=Image.Resampling.NEAREST) return image From 17b470630df08786e958192287edc8199280a4b2 Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Sat, 18 Jan 2025 12:35:03 +0800 Subject: [PATCH 121/187] [assets] update wechat (#6692) --- README.md | 2 +- README_zh.md | 2 +- assets/wechat.jpg | Bin 168221 -> 170071 bytes assets/wechat_npu.jpg | Bin 170642 -> 171706 bytes 4 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index beec708a15..7cf47d9e2c 100644 --- a/README.md +++ b/README.md @@ -499,7 +499,7 @@ pip install . 2. Install transformers from the main branch. ```bash -git clone -b https://github.com/huggingface/transformers.git +git clone -b main https://github.com/huggingface/transformers.git cd transformers pip install . ``` diff --git a/README_zh.md b/README_zh.md index c1b5d9e178..bf5c3fd7f3 100644 --- a/README_zh.md +++ b/README_zh.md @@ -501,7 +501,7 @@ pip install . 2. 安装 transformers 的 main 分支版本。 ```bash -git clone -b https://github.com/huggingface/transformers.git +git clone -b main https://github.com/huggingface/transformers.git cd transformers pip install . ``` diff --git a/assets/wechat.jpg b/assets/wechat.jpg index b3fa7e419342feb174ea2b20ad28324a5c941a43..9e12e4978ad066b975a30e2139780e37a048a2e5 100644 GIT binary patch literal 170071 zcmeFY2T&W`vnMLDi847OY%pMQ&e51`Ot8txCI^#q6v2SO1OoY{7#P`@ zXlPh@S=l%^A9FvZ2k{B=aS1-+dd&4#Cs+go1Vs0UD2a$Dxfo~|xc)zHcU=JTd-y+a zgK)4O07u4SeU}NFnVB_N8;o;(9 zt`5bV2jG(9Q9KY*!l%@GP4Li@N;o2=;2ztPnr>?S$rE-FYp+N`A{tscdWJ_FoLrB& 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z#~C~dK+`lhcAbc=$AVJB$)3@+Ip3N1+>1zBxaa;o|{pF@q+tG#zs zNK;Cv1UWAL2zl@^{j*5NsE($waNbb8h+9E@B-Dew|K Date: Sat, 18 Jan 2025 13:56:09 +0800 Subject: [PATCH 122/187] [model] support yarn (#6693) --- src/llamafactory/data/processors/pretrain.py | 4 +-- src/llamafactory/hparams/model_args.py | 2 +- src/llamafactory/model/loader.py | 15 +------- src/llamafactory/model/model_utils/rope.py | 18 +++++++--- src/llamafactory/model/patcher.py | 15 +++++++- src/llamafactory/webui/chatter.py | 24 ++++++++----- src/llamafactory/webui/common.py | 2 -- src/llamafactory/webui/components/export.py | 7 +++- src/llamafactory/webui/components/top.py | 10 +++--- src/llamafactory/webui/locales.py | 38 ++++++++++---------- src/llamafactory/webui/runner.py | 11 +++--- 11 files changed, 83 insertions(+), 63 deletions(-) diff --git a/src/llamafactory/data/processors/pretrain.py b/src/llamafactory/data/processors/pretrain.py index 2cee40e504..c8fa3b2692 100644 --- a/src/llamafactory/data/processors/pretrain.py +++ b/src/llamafactory/data/processors/pretrain.py @@ -33,7 +33,7 @@ def preprocess_pretrain_dataset( text_examples = [messages[0]["content"] + eos_token for messages in examples["_prompt"]] if not data_args.packing: - if data_args.template == "gemma": + if getattr(tokenizer, "add_bos_token", False): text_examples = [tokenizer.bos_token + example for example in text_examples] result = tokenizer(text_examples, add_special_tokens=False, truncation=True, max_length=data_args.cutoff_len) @@ -47,7 +47,7 @@ def preprocess_pretrain_dataset( k: [t[i : i + block_size] for i in range(0, total_length, block_size)] for k, t in concatenated_examples.items() } - if data_args.template == "gemma": + if getattr(tokenizer, "add_bos_token", False): for i in range(len(result["input_ids"])): result["input_ids"][i][0] = tokenizer.bos_token_id diff --git a/src/llamafactory/hparams/model_args.py b/src/llamafactory/hparams/model_args.py index bf3cf7f570..f5812d5116 100644 --- a/src/llamafactory/hparams/model_args.py +++ b/src/llamafactory/hparams/model_args.py @@ -201,7 +201,7 @@ class ModelArguments(QuantizationArguments, ProcessorArguments, ExportArguments, default=True, metadata={"help": "Whether or not to use memory-efficient model loading."}, ) - rope_scaling: Optional[Literal["linear", "dynamic"]] = field( + rope_scaling: Optional[Literal["linear", "dynamic", "yarn", "llama3"]] = field( default=None, metadata={"help": "Which scaling strategy should be adopted for the RoPE embeddings."}, ) diff --git a/src/llamafactory/model/loader.py b/src/llamafactory/model/loader.py index b450e72d38..113ddafa8c 100644 --- a/src/llamafactory/model/loader.py +++ b/src/llamafactory/model/loader.py @@ -86,20 +86,7 @@ def load_tokenizer(model_args: "ModelArguments") -> "TokenizerModule": except Exception as e: raise OSError("Failed to load tokenizer.") from e - if model_args.model_max_length is not None and tokenizer.model_max_length != model_args.model_max_length: - tokenizer.model_max_length = model_args.model_max_length - - if model_args.new_special_tokens is not None: - num_added_tokens = tokenizer.add_special_tokens( - dict(additional_special_tokens=model_args.new_special_tokens), - replace_additional_special_tokens=False, - ) - logger.info_rank0("Add {} to special tokens.".format(",".join(model_args.new_special_tokens))) - if num_added_tokens > 0 and not model_args.resize_vocab: - model_args.resize_vocab = True - logger.warning_rank0("New tokens have been added, changed `resize_vocab` to True.") - - patch_tokenizer(tokenizer) + patch_tokenizer(tokenizer, model_args) try: processor = AutoProcessor.from_pretrained(model_args.model_name_or_path, **init_kwargs) patch_processor(processor, config, tokenizer, model_args) diff --git a/src/llamafactory/model/model_utils/rope.py b/src/llamafactory/model/model_utils/rope.py index 079c7643ea..b1effca176 100644 --- a/src/llamafactory/model/model_utils/rope.py +++ b/src/llamafactory/model/model_utils/rope.py @@ -39,6 +39,7 @@ def configure_rope(config: "PretrainedConfig", model_args: "ModelArguments", is_ logger.warning_rank0("Current model does not support RoPE scaling.") return + rope_kwargs = {} if model_args.model_max_length is not None: if is_trainable and model_args.rope_scaling == "dynamic": logger.warning_rank0( @@ -50,14 +51,21 @@ def configure_rope(config: "PretrainedConfig", model_args: "ModelArguments", is_ if current_max_length and model_args.model_max_length > current_max_length: logger.info_rank0(f"Enlarge max model length from {current_max_length} to {model_args.model_max_length}.") setattr(config, "max_position_embeddings", model_args.model_max_length) - scaling_factor = float(math.ceil(model_args.model_max_length / current_max_length)) + rope_kwargs["factor"] = float(math.ceil(model_args.model_max_length / current_max_length)) else: logger.warning_rank0("Input length is smaller than max length. Consider increase input length.") - scaling_factor = 1.0 + rope_kwargs["factor"] = 1.0 + + if model_args.rope_scaling == "dynamic": + rope_kwargs["original_max_position_embeddings"] = current_max_length + elif model_args.rope_scaling == "llama3": + rope_kwargs["original_max_position_embeddings"] = current_max_length + rope_kwargs["low_freq_factor"] = 1.0 + rope_kwargs["high_freq_factor"] = 4.0 else: - scaling_factor = 2.0 + rope_kwargs["factor"] = 2.0 - setattr(config, "rope_scaling", {"type": model_args.rope_scaling, "factor": scaling_factor}) + setattr(config, "rope_scaling", {"rope_type": model_args.rope_scaling, **rope_kwargs}) logger.info_rank0( - f"Using {model_args.rope_scaling} scaling strategy and setting scaling factor to {scaling_factor}" + f"Using {model_args.rope_scaling} scaling strategy and setting scaling factor to {rope_kwargs['factor']}." ) diff --git a/src/llamafactory/model/patcher.py b/src/llamafactory/model/patcher.py index c33527a684..1f628c2f05 100644 --- a/src/llamafactory/model/patcher.py +++ b/src/llamafactory/model/patcher.py @@ -53,10 +53,23 @@ logger = logging.get_logger(__name__) -def patch_tokenizer(tokenizer: "PreTrainedTokenizer") -> None: +def patch_tokenizer(tokenizer: "PreTrainedTokenizer", model_args: "ModelArguments") -> None: if "PreTrainedTokenizerBase" not in str(tokenizer._pad.__func__): tokenizer._pad = MethodType(PreTrainedTokenizerBase._pad, tokenizer) + if model_args.model_max_length is not None and tokenizer.model_max_length != model_args.model_max_length: + tokenizer.model_max_length = model_args.model_max_length + + if model_args.new_special_tokens is not None: + num_added_tokens = tokenizer.add_special_tokens( + dict(additional_special_tokens=model_args.new_special_tokens), + replace_additional_special_tokens=False, + ) + logger.info_rank0("Add {} to special tokens.".format(",".join(model_args.new_special_tokens))) + if num_added_tokens > 0 and not model_args.resize_vocab: + model_args.resize_vocab = True + logger.warning_rank0("New tokens have been added, changed `resize_vocab` to True.") + def patch_processor( processor: "ProcessorMixin", diff --git a/src/llamafactory/webui/chatter.py b/src/llamafactory/webui/chatter.py index 7b360be689..e9689df282 100644 --- a/src/llamafactory/webui/chatter.py +++ b/src/llamafactory/webui/chatter.py @@ -16,12 +16,14 @@ import os from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional, Tuple +from transformers.utils import is_torch_npu_available + from ..chat import ChatModel from ..data import Role from ..extras.constants import PEFT_METHODS from ..extras.misc import torch_gc from ..extras.packages import is_gradio_available -from .common import QUANTIZATION_BITS, get_save_dir +from .common import get_save_dir, load_config from .locales import ALERTS @@ -59,6 +61,8 @@ def load_model(self, data) -> Generator[str, None, None]: get = lambda elem_id: data[self.manager.get_elem_by_id(elem_id)] lang, model_name, model_path = get("top.lang"), get("top.model_name"), get("top.model_path") finetuning_type, checkpoint_path = get("top.finetuning_type"), get("top.checkpoint_path") + user_config = load_config() + error = "" if self.loaded: error = ALERTS["err_exists"][lang] @@ -74,26 +78,22 @@ def load_model(self, data) -> Generator[str, None, None]: yield error return - if get("top.quantization_bit") in QUANTIZATION_BITS: - quantization_bit = int(get("top.quantization_bit")) - else: - quantization_bit = None - yield ALERTS["info_loading"][lang] args = dict( model_name_or_path=model_path, + cache_dir=user_config.get("cache_dir", None), finetuning_type=finetuning_type, - quantization_bit=quantization_bit, - quantization_method=get("top.quantization_method"), template=get("top.template"), + rope_scaling=get("top.rope_scaling") if get("top.rope_scaling") != "none" else None, flash_attn="fa2" if get("top.booster") == "flashattn2" else "auto", use_unsloth=(get("top.booster") == "unsloth"), - rope_scaling=get("top.rope_scaling") if get("top.rope_scaling") in ["linear", "dynamic"] else None, + enable_liger_kernel=(get("top.booster") == "liger_kernel"), infer_backend=get("infer.infer_backend"), infer_dtype=get("infer.infer_dtype"), trust_remote_code=True, ) + # checkpoints if checkpoint_path: if finetuning_type in PEFT_METHODS: # list args["adapter_name_or_path"] = ",".join( @@ -102,6 +102,12 @@ def load_model(self, data) -> Generator[str, None, None]: else: # str args["model_name_or_path"] = get_save_dir(model_name, finetuning_type, checkpoint_path) + # quantization + if get("top.quantization_bit") != "none": + args["quantization_bit"] = int(get("top.quantization_bit")) + args["quantization_method"] = get("top.quantization_method") + args["double_quantization"] = not is_torch_npu_available() + super().__init__(args) yield ALERTS["info_loaded"][lang] diff --git a/src/llamafactory/webui/common.py b/src/llamafactory/webui/common.py index bc59ea6150..64684f048b 100644 --- a/src/llamafactory/webui/common.py +++ b/src/llamafactory/webui/common.py @@ -47,8 +47,6 @@ DEFAULT_DATA_DIR = "data" DEFAULT_SAVE_DIR = "saves" USER_CONFIG = "user_config.yaml" -QUANTIZATION_BITS = ["8", "6", "5", "4", "3", "2", "1"] -GPTQ_BITS = ["8", "4", "3", "2"] def get_save_dir(*paths: str) -> os.PathLike: diff --git a/src/llamafactory/webui/components/export.py b/src/llamafactory/webui/components/export.py index 29be2b353a..7f4b46e6b5 100644 --- a/src/llamafactory/webui/components/export.py +++ b/src/llamafactory/webui/components/export.py @@ -18,7 +18,7 @@ from ...extras.misc import torch_gc from ...extras.packages import is_gradio_available from ...train.tuner import export_model -from ..common import GPTQ_BITS, get_save_dir +from ..common import get_save_dir, load_config from ..locales import ALERTS @@ -32,6 +32,9 @@ from ..engine import Engine +GPTQ_BITS = ["8", "4", "3", "2"] + + def can_quantize(checkpoint_path: Union[str, List[str]]) -> "gr.Dropdown": if isinstance(checkpoint_path, list) and len(checkpoint_path) != 0: return gr.Dropdown(value="none", interactive=False) @@ -54,6 +57,7 @@ def save_model( export_dir: str, export_hub_model_id: str, ) -> Generator[str, None, None]: + user_config = load_config() error = "" if not model_name: error = ALERTS["err_no_model"][lang] @@ -75,6 +79,7 @@ def save_model( args = dict( model_name_or_path=model_path, + cache_dir=user_config.get("cache_dir", None), finetuning_type=finetuning_type, template=template, export_dir=export_dir, diff --git a/src/llamafactory/webui/components/top.py b/src/llamafactory/webui/components/top.py index 528ee908ca..5ef9ee80c8 100644 --- a/src/llamafactory/webui/components/top.py +++ b/src/llamafactory/webui/components/top.py @@ -41,11 +41,11 @@ def create_top() -> Dict[str, "Component"]: checkpoint_path = gr.Dropdown(multiselect=True, allow_custom_value=True, scale=6) with gr.Row(): - quantization_bit = gr.Dropdown(choices=["none", "8", "4"], value="none", allow_custom_value=True, scale=2) - quantization_method = gr.Dropdown(choices=["bitsandbytes", "hqq", "eetq"], value="bitsandbytes", scale=2) - template = gr.Dropdown(choices=list(TEMPLATES.keys()), value="default", scale=2) - rope_scaling = gr.Radio(choices=["none", "linear", "dynamic"], value="none", scale=3) - booster = gr.Radio(choices=["auto", "flashattn2", "unsloth", "liger_kernel"], value="auto", scale=5) + quantization_bit = gr.Dropdown(choices=["none", "8", "4"], value="none", allow_custom_value=True) + quantization_method = gr.Dropdown(choices=["bitsandbytes", "hqq", "eetq"], value="bitsandbytes") + template = gr.Dropdown(choices=list(TEMPLATES.keys()), value="default") + rope_scaling = gr.Dropdown(choices=["none", "linear", "dynamic", "yarn", "llama3"], value="none") + booster = gr.Dropdown(choices=["auto", "flashattn2", "unsloth", "liger_kernel"], value="auto") model_name.change(get_model_info, [model_name], [model_path, template], queue=False).then( list_checkpoints, [model_name, finetuning_type], [checkpoint_path], queue=False diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 154f179418..943b8864e4 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -15,10 +15,10 @@ LOCALES = { "lang": { "en": { - "label": "Lang", + "label": "Language", }, "ru": { - "label": "язык", + "label": "Язык", }, "zh": { "label": "语言", @@ -30,11 +30,11 @@ "model_name": { "en": { "label": "Model name", - "info": "Input the name prefix to search for the model.", + "info": "Input the initial name to search for the model.", }, "ru": { "label": "Название модели", - "info": "Введите префикс имени для поиска модели.", + "info": "Введите начальное имя для поиска модели.", }, "zh": { "label": "模型名称", @@ -42,7 +42,7 @@ }, "ko": { "label": "모델 이름", - "info": "모델을 검색하기 위해 이름 접두어를 입력하세요.", + "info": "모델을 검색할 초기 이름을 입력하세요.", }, }, "model_path": { @@ -129,48 +129,50 @@ }, "template": { "en": { - "label": "Prompt template", - "info": "The template used in constructing prompts.", + "label": "Chat template", + "info": "The chat template used in constructing prompts.", }, "ru": { - "label": "Шаблон запроса", - "info": "Шаблон, используемый при формировании запросов.", + "label": "Шаблон чата", + "info": "Шаблон чата используемый для составления подсказок.", }, "zh": { - "label": "提示模板", + "label": "对话模板", "info": "构建提示词时使用的模板。", }, "ko": { - "label": "프롬프트 템플릿", - "info": "프롬프트 구성에 사용될 템플릿.", + "label": "채팅 템플릿", + "info": "프롬프트 작성에 사용되는 채팅 템플릿.", }, }, "rope_scaling": { "en": { "label": "RoPE scaling", + "info": "RoPE scaling method to use.", }, "ru": { "label": "Масштабирование RoPE", + "info": "Метод масштабирования RoPE для использования.", }, - "zh": { - "label": "RoPE 插值方法", - }, + "zh": {"label": "RoPE 插值方法", "info": "RoPE 插值时使用的方法。"}, "ko": { "label": "RoPE 스케일링", + "info": "사용할 RoPE 스케일링 방법.", }, }, "booster": { "en": { "label": "Booster", + "info": "Approach used to boost training speed.", }, "ru": { "label": "Ускоритель", + "info": "Подход, используемый для ускорения обучения.", }, - "zh": { - "label": "加速方式", - }, + "zh": {"label": "加速方式", "info": "使用的加速方法。"}, "ko": { "label": "부스터", + "info": "훈련 속도를 향상시키기 위해 사용된 접근 방식.", }, }, "training_stage": { diff --git a/src/llamafactory/webui/runner.py b/src/llamafactory/webui/runner.py index d2195ea4f2..37409fc7c0 100644 --- a/src/llamafactory/webui/runner.py +++ b/src/llamafactory/webui/runner.py @@ -24,7 +24,7 @@ from ..extras.constants import LLAMABOARD_CONFIG, PEFT_METHODS, TRAINING_STAGES from ..extras.misc import is_gpu_or_npu_available, torch_gc, use_ray from ..extras.packages import is_gradio_available, is_transformers_version_equal_to_4_46 -from .common import DEFAULT_CACHE_DIR, DEFAULT_CONFIG_DIR, QUANTIZATION_BITS, get_save_dir, load_config +from .common import DEFAULT_CACHE_DIR, DEFAULT_CONFIG_DIR, get_save_dir, load_config from .locales import ALERTS, LOCALES from .utils import abort_process, gen_cmd, get_eval_results, get_trainer_info, load_args, save_args, save_cmd @@ -120,7 +120,7 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: preprocessing_num_workers=16, finetuning_type=finetuning_type, template=get("top.template"), - rope_scaling=get("top.rope_scaling") if get("top.rope_scaling") in ["linear", "dynamic"] else None, + rope_scaling=get("top.rope_scaling") if get("top.rope_scaling") != "none" else None, flash_attn="fa2" if get("top.booster") == "flashattn2" else "auto", use_unsloth=(get("top.booster") == "unsloth"), enable_liger_kernel=(get("top.booster") == "liger_kernel"), @@ -170,7 +170,7 @@ def _parse_train_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: args["model_name_or_path"] = get_save_dir(model_name, finetuning_type, get("top.checkpoint_path")) # quantization - if get("top.quantization_bit") in QUANTIZATION_BITS: + if get("top.quantization_bit") != "none": args["quantization_bit"] = int(get("top.quantization_bit")) args["quantization_method"] = get("top.quantization_method") args["double_quantization"] = not is_torch_npu_available() @@ -280,7 +280,7 @@ def _parse_eval_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: finetuning_type=finetuning_type, quantization_method=get("top.quantization_method"), template=get("top.template"), - rope_scaling=get("top.rope_scaling") if get("top.rope_scaling") in ["linear", "dynamic"] else None, + rope_scaling=get("top.rope_scaling") if get("top.rope_scaling") != "none" else None, flash_attn="fa2" if get("top.booster") == "flashattn2" else "auto", use_unsloth=(get("top.booster") == "unsloth"), dataset_dir=get("eval.dataset_dir"), @@ -311,9 +311,10 @@ def _parse_eval_args(self, data: Dict["Component", Any]) -> Dict[str, Any]: args["model_name_or_path"] = get_save_dir(model_name, finetuning_type, get("top.checkpoint_path")) # quantization - if get("top.quantization_bit") in QUANTIZATION_BITS: + if get("top.quantization_bit") != "none": args["quantization_bit"] = int(get("top.quantization_bit")) args["quantization_method"] = get("top.quantization_method") + args["double_quantization"] = not is_torch_npu_available() return args From 3962645ac0f7e9f2dbc503e5fbc9434dd959316c Mon Sep 17 00:00:00 2001 From: hoshi-hiyouga Date: Mon, 20 Jan 2025 16:29:24 +0800 Subject: [PATCH 123/187] [assets] update wechat (#6710) --- assets/wechat.jpg | Bin 170071 -> 165228 bytes assets/wechat_npu.jpg | Bin 171706 -> 170743 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/assets/wechat.jpg b/assets/wechat.jpg index 9e12e4978ad066b975a30e2139780e37a048a2e5..0397c2ecd411d2371f79eeb6274fa1b9599f9129 100644 GIT binary patch literal 165228 zcmeFZcUY5Mvp0Gpy^Hi31e7LHqzeQ@x=54WR6v@5^cDyfKtQ^HqVz5$(yMd`MS7J^ z=slqZ2;t;;_ugmk?>q1Lu5->G-*vA2KFPHp+-tFN&#albXMQtlT~A*x0XH>OHBlaY>ziII+hfrb4Jh=rA# zje&vl9w+x*UVZ_7W{{AG5TD2$K7PKxCcz^nCMF{xqa`Dw0FCV{v zxP+vXw2Z9sV-;03bq!5}XNE?`CZ=XKwsx=V9UPrJy}W&V{rm&oe+Uf={}>UOkoY+% 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zSqUu1x%RB>8Cyv46xv{RYgtpwh%x)W=by^9?KN9Fn?Z21#;K2(GXPZj8pP9O{?+kJ z*RbUsYF6Z%jGQ$+)%lYtxFlfX74e^hr8h#`3xGX(^Yqa^(*N+<)FLE-IW zeWFE#O5C!$>}>n;GgYKE*WMu0ZFIy#Z)Qx6@sE^p5982t?^~C84w-i;l6yohc_m3) z{zk3Y*;`phveFcZPf(+;)c2qSy|K5w5sR4j`E9*^VlaJps~tELv`__m+ej~AF Date: Mon, 20 Jan 2025 19:46:38 +0800 Subject: [PATCH 124/187] [webui] support ja (#6698) * add support for japanese language * add support for japanese language --------- Co-authored-by: engchina --- src/llamafactory/webui/components/top.py | 2 +- src/llamafactory/webui/interface.py | 2 +- src/llamafactory/webui/locales.py | 495 ++++++++++++++++++++++- 3 files changed, 496 insertions(+), 3 deletions(-) diff --git a/src/llamafactory/webui/components/top.py b/src/llamafactory/webui/components/top.py index 5ef9ee80c8..b7b70ebfe6 100644 --- a/src/llamafactory/webui/components/top.py +++ b/src/llamafactory/webui/components/top.py @@ -31,7 +31,7 @@ def create_top() -> Dict[str, "Component"]: with gr.Row(): - lang = gr.Dropdown(choices=["en", "ru", "zh", "ko"], value=None, scale=1) + lang = gr.Dropdown(choices=["en", "ru", "zh", "ko", "ja"], value=None, scale=1) available_models = list(SUPPORTED_MODELS.keys()) + ["Custom"] model_name = gr.Dropdown(choices=available_models, value=None, scale=3) model_path = gr.Textbox(scale=3) diff --git a/src/llamafactory/webui/interface.py b/src/llamafactory/webui/interface.py index 8a45ce5f21..d6387339d0 100644 --- a/src/llamafactory/webui/interface.py +++ b/src/llamafactory/webui/interface.py @@ -73,7 +73,7 @@ def create_web_demo() -> "gr.Blocks": engine = Engine(pure_chat=True) with gr.Blocks(title="Web Demo", css=CSS) as demo: - lang = gr.Dropdown(choices=["en", "ru", "zh", "ko"], scale=1) + lang = gr.Dropdown(choices=["en", "ru", "zh", "ko", "ja"], scale=1) engine.manager.add_elems("top", dict(lang=lang)) _, _, chat_elems = create_chat_box(engine, visible=True) diff --git a/src/llamafactory/webui/locales.py b/src/llamafactory/webui/locales.py index 943b8864e4..b747d43162 100644 --- a/src/llamafactory/webui/locales.py +++ b/src/llamafactory/webui/locales.py @@ -26,6 +26,9 @@ "ko": { "label": "언어", }, + "ja": { + "label": "言語", + }, }, "model_name": { "en": { @@ -44,6 +47,10 @@ "label": "모델 이름", "info": "모델을 검색할 초기 이름을 입력하세요.", }, + "ja": { + "label": "モデル名", + "info": "モデルを検索するための初期名を入力してください。", + }, }, "model_path": { "en": { @@ -62,6 +69,10 @@ "label": "모델 경로", "info": "사전 훈련된 모델의 경로 또는 Hugging Face의 모델 식별자.", }, + "ja": { + "label": "モデルパス", + "info": "事前学習済みモデルへのパス、または Hugging Face のモデル識別子。", + }, }, "finetuning_type": { "en": { @@ -76,6 +87,9 @@ "ko": { "label": "파인튜닝 방법", }, + "ja": { + "label": "ファインチューニング方法", + }, }, "checkpoint_path": { "en": { @@ -90,6 +104,9 @@ "ko": { "label": "체크포인트 경로", }, + "ja": { + "label": "チェックポイントパス", + }, }, "quantization_bit": { "en": { @@ -108,6 +125,10 @@ "label": "양자화 비트", "info": "양자화 활성화 (QLoRA).", }, + "ja": { + "label": "量子化ビット", + "info": "量子化を有効にする (QLoRA)。", + }, }, "quantization_method": { "en": { @@ -126,6 +147,10 @@ "label": "양자화 방법", "info": "사용할 양자화 알고리즘.", }, + "ja": { + "label": "量子化方法", + "info": "使用する量子化アルゴリズム。", + }, }, "template": { "en": { @@ -144,6 +169,10 @@ "label": "채팅 템플릿", "info": "프롬프트 작성에 사용되는 채팅 템플릿.", }, + "ja": { + "label": "チャットテンプレート", + "info": "プロンプトの構築に使用されるチャットテンプレート。", + }, }, "rope_scaling": { "en": { @@ -159,6 +188,10 @@ "label": "RoPE 스케일링", "info": "사용할 RoPE 스케일링 방법.", }, + "ja": { + "label": "RoPE スケーリング", + "info": "使用する RoPE スケーリング方法。", + }, }, "booster": { "en": { @@ -174,6 +207,10 @@ "label": "부스터", "info": "훈련 속도를 향상시키기 위해 사용된 접근 방식.", }, + "ja": { + "label": "ブースター", + "info": "トレーニング速度を向上させるためのアプローチ。", + }, }, "training_stage": { "en": { @@ -192,6 +229,10 @@ "label": "학습 단계", "info": "수행할 학습 방법.", }, + "ja": { + "label": "ステージ", + "info": "トレーニングで実行するステージ。", + }, }, "dataset_dir": { "en": { @@ -210,6 +251,10 @@ "label": "데이터 디렉토리", "info": "데이터 디렉토리의 경로.", }, + "ja": { + "label": "データディレクトリ", + "info": "データディレクトリへのパス。", + }, }, "dataset": { "en": { @@ -224,6 +269,9 @@ "ko": { "label": "데이터셋", }, + "ja": { + "label": "データセット", + }, }, "data_preview_btn": { "en": { @@ -238,6 +286,9 @@ "ko": { "value": "데이터셋 미리보기", }, + "ja": { + "value": "データセットをプレビュー", + }, }, "preview_count": { "en": { @@ -252,6 +303,9 @@ "ko": { "label": "개수", }, + "ja": { + "label": "カウント", + }, }, "page_index": { "en": { @@ -266,6 +320,9 @@ "ko": { "label": "페이지", }, + "ja": { + "label": "ページ", + }, }, "prev_btn": { "en": { @@ -280,6 +337,9 @@ "ko": { "value": "이전", }, + "ja": { + "value": "前へ", + }, }, "next_btn": { "en": { @@ -294,6 +354,9 @@ "ko": { "value": "다음", }, + "ja": { + "value": "次へ", + }, }, "close_btn": { "en": { @@ -308,6 +371,9 @@ "ko": { "value": "닫기", }, + "ja": { + "value": "閉じる", + }, }, "preview_samples": { "en": { @@ -322,6 +388,9 @@ "ko": { "label": "샘플", }, + "ja": { + "label": "サンプル", + }, }, "learning_rate": { "en": { @@ -340,6 +409,10 @@ "label": "학습률", "info": "AdamW의 초기 학습률.", }, + "ja": { + "label": "学習率", + "info": "AdamW の初期学習率。", + }, }, "num_train_epochs": { "en": { @@ -358,6 +431,10 @@ "label": "에포크", "info": "수행할 총 학습 에포크 수.", }, + "ja": { + "label": "エポック数", + "info": "実行するトレーニングの総エポック数。", + }, }, "max_grad_norm": { "en": { @@ -376,6 +453,10 @@ "label": "최대 그레디언트 노름(norm)", "info": "그레디언트 클리핑을 위한 노름(norm).", }, + "ja": { + "label": "最大勾配ノルム", + "info": "勾配クリッピングのためのノルム。", + }, }, "max_samples": { "en": { @@ -394,6 +475,10 @@ "label": "최대 샘플 수", "info": "데이터셋 당 최대 샘플 수.", }, + "ja": { + "label": "最大サンプル数", + "info": "データセットごとの最大サンプル数。", + }, }, "compute_type": { "en": { @@ -412,6 +497,10 @@ "label": "연산 유형", "info": "혼합 정밀도 훈련을 사용할지 여부.", }, + "ja": { + "label": "計算タイプ", + "info": "混合精度トレーニングを使用するかどうか。", + }, }, "cutoff_len": { "en": { @@ -430,6 +519,10 @@ "label": "컷오프 길이", "info": "입력 시퀀스의 최대 토큰 수.", }, + "ja": { + "label": "カットオフ長", + "info": "入力シーケンスの最大トークン数。", + }, }, "batch_size": { "en": { @@ -448,6 +541,10 @@ "label": "배치 크기", "info": "각 GPU에서 처리되는 샘플 수.", }, + "ja": { + "label": "バッチサイズ", + "info": "各 GPU で処理されるサンプル数。", + }, }, "gradient_accumulation_steps": { "en": { @@ -466,6 +563,10 @@ "label": "그레디언트 누적", "info": "그레디언트 누적 단계 수.", }, + "ja": { + "label": "勾配累積", + "info": "勾配累積のステップ数。", + }, }, "val_size": { "en": { @@ -484,6 +585,10 @@ "label": "검증 데이터셋 크기", "info": "개발 데이터셋에서 검증 데이터의 비율.", }, + "ja": { + "label": "検証セットサイズ", + "info": "データセット全体に対する検証セットの割合。", + }, }, "lr_scheduler_type": { "en": { @@ -502,6 +607,10 @@ "label": "LR 스케줄러", "info": "학습률 스케줄러의 이름.", }, + "ja": { + "label": "学習率スケジューラ", + "info": "学習率スケジューラの名前。", + }, }, "extra_tab": { "en": { @@ -516,6 +625,9 @@ "ko": { "label": "추가 구성(configuration)", }, + "ja": { + "label": "追加設定", + }, }, "logging_steps": { "en": { @@ -534,6 +646,10 @@ "label": "로깅 스텝", "info": "이전 로깅과 다음 로깅 간 스텝 수.", }, + "ja": { + "label": "ロギングステップ", + "info": "2 つのログ間のステップ数。", + }, }, "save_steps": { "en": { @@ -552,6 +668,10 @@ "label": "저장 스텝", "info": "이전 체크포인트와 다음 체크포인트 사이의 스텝 수.", }, + "ja": { + "label": "保存ステップ", + "info": "2 つのチェックポイント間のステップ数。", + }, }, "warmup_steps": { "en": { @@ -570,6 +690,10 @@ "label": "Warmup 스텝", "info": "Warmup에 사용되는 스텝 수.", }, + "ja": { + "label": "ウォームアップステップ", + "info": "ウォームアップに使用されるステップ数。", + }, }, "neftune_alpha": { "en": { @@ -588,6 +712,10 @@ "label": "NEFTune 알파", "info": "임베딩 벡터에 추가되는 노이즈의 크기.", }, + "ja": { + "label": "NEFTune alpha", + "info": "埋め込みベクトルに追加されるノイズの大きさ。", + }, }, "extra_args": { "en": { @@ -606,6 +734,10 @@ "label": "추가 인수", "info": "JSON 형식으로 트레이너에게 전달할 추가 인수입니다.", }, + "ja": { + "label": "追加引数", + "info": "JSON 形式でトレーナーに渡される追加引数。", + }, }, "packing": { "en": { @@ -624,6 +756,10 @@ "label": "시퀀스 패킹", "info": "고정된 길이의 샘플로 시퀀스를 패킹합니다.", }, + "ja": { + "label": "シーケンスパッキング", + "info": "シーケンスを固定長のサンプルにパッキングします。", + }, }, "neat_packing": { "en": { @@ -642,6 +778,10 @@ "label": "니트 패킹 사용", "info": "패킹된 시퀀스 간의 크로스 어텐션을 피합니다.", }, + "ja": { + "label": "無汚染パッキングを使用", + "info": "パッキング後のシーケンス間のクロスアテンションを避けます。", + }, }, "train_on_prompt": { "en": { @@ -660,6 +800,10 @@ "label": "프롬프트도 학습", "info": "프롬프트에서 라벨 마스킹을 비활성화합니다 (SFT에만 해당).", }, + "ja": { + "label": "プロンプトで学習", + "info": "プロンプト部分にマスクを追加しない(SFT のみ)。", + }, }, "mask_history": { "en": { @@ -678,6 +822,10 @@ "label": "히스토리 마스킹", "info": "대화 데이터의 마지막 턴만 학습합니다 (SFT에만 해당).", }, + "ja": { + "label": "履歴をマスク", + "info": "最後のターンのみを学習する(SFT のみ)。", + }, }, "resize_vocab": { "en": { @@ -696,6 +844,10 @@ "label": "토큰 임베딩의 사이즈 조정", "info": "토크나이저 어휘와 임베딩 레이어의 크기를 조정합니다.", }, + "ja": { + "label": "トークン埋め込みのサイズ変更", + "info": "トークナイザーの語彙と埋め込み層のサイズを変更します。", + }, }, "use_llama_pro": { "en": { @@ -714,6 +866,10 @@ "label": "LLaMA Pro 사용", "info": "확장된 블록의 매개변수를 학습 가능하게 만듭니다.", }, + "ja": { + "label": "LLaMA Pro を有効化", + "info": "拡張ブロックのパラメータのみをトレーニングします。", + }, }, "report_to": { "en": { @@ -732,6 +888,10 @@ "label": "외부 logger 활성화", "info": "TensorBoard 또는 wandb를 사용하여 실험을 기록합니다.", }, + "ja": { + "label": "外部ロガーを有効化", + "info": "TensorBoard または wandb を使用して実験を記録します。", + }, }, "freeze_tab": { "en": { @@ -746,6 +906,9 @@ "ko": { "label": "Freeze tuning 설정", }, + "ja": { + "label": "フリーズチューニング設定", + }, }, "freeze_trainable_layers": { "en": { @@ -764,6 +927,10 @@ "label": "학습 가능한 레이어", "info": "학습 가능하게 설정할 마지막(+)/처음(-) 히든 레이어의 수.", }, + "ja": { + "label": "学習可能なレイヤー", + "info": "最後(+)/最初(-)の学習可能な隠れ層の数。", + }, }, "freeze_trainable_modules": { "en": { @@ -782,6 +949,10 @@ "label": "학습 가능한 모듈", "info": "학습 가능한 모듈의 이름. 여러 모듈을 구분하려면 쉼표(,)를 사용하세요.", }, + "ja": { + "label": "学習可能なモジュール", + "info": "学習可能なモジュールの名前。複数のモジュールを区切るにはカンマを使用します。", + }, }, "freeze_extra_modules": { "en": { @@ -804,7 +975,11 @@ }, "ko": { "label": "추가 모듈 (선택 사항)", - "info": "학습 가능한 모듈의 이름(히든 레이어 제외). 모듈 간에는 쉼표(,)로 구분하십시오.", + "info": "히든 레이어 외에 학습 가능하게 설정할 모듈의 이름. 모듈 간에는 쉼표(,)로 구분하십시오.", + }, + "ja": { + "label": "追加モジュール(オプション)", + "info": "隠れ層以外の学習可能なモジュールの名前。複数のモジュールを区切るにはカンマを使用します。", }, }, "lora_tab": { @@ -820,6 +995,9 @@ "ko": { "label": "LoRA 구성", }, + "ja": { + "label": "LoRA 設定", + }, }, "lora_rank": { "en": { @@ -838,6 +1016,10 @@ "label": "LoRA 랭크", "info": "LoRA 행렬의 랭크.", }, + "ja": { + "label": "LoRA ランク", + "info": "LoRA 行列のランク。", + }, }, "lora_alpha": { "en": { @@ -856,6 +1038,10 @@ "label": "LoRA 알파", "info": "LoRA 스케일링 계수.", }, + "ja": { + "label": "LoRA alpha", + "info": "LoRA スケーリング係数。", + }, }, "lora_dropout": { "en": { @@ -874,6 +1060,10 @@ "label": "LoRA 드롭아웃", "info": "LoRA 가중치의 드롭아웃 비율.", }, + "ja": { + "label": "LoRA ドロップアウト", + "info": "LoRA 重みのドロップアウト確率。", + }, }, "loraplus_lr_ratio": { "en": { @@ -892,6 +1082,10 @@ "label": "LoRA+ LR 비율", "info": "LoRA에서 B 행렬의 LR 비율.", }, + "ja": { + "label": "LoRA+ LR 比率", + "info": "LoRA+ の B 行列の学習率倍率。", + }, }, "create_new_adapter": { "en": { @@ -910,6 +1104,10 @@ "label": "새 어댑터 생성", "info": "기존 어댑터 위에 무작위로 초기화된 가중치를 가진 새 어댑터를 생성합니다.", }, + "ja": { + "label": "新しいアダプターを作成", + "info": "既存のアダプター上にランダムに初期化された新しいアダプターを作成します。", + }, }, "use_rslora": { "en": { @@ -928,6 +1126,10 @@ "label": "rslora 사용", "info": "LoRA 레이어에 랭크 안정화 스케일링 계수를 사용합니다.", }, + "ja": { + "label": "rslora を使用", + "info": "LoRA 層にランク安定化スケーリング方法を使用します。", + }, }, "use_dora": { "en": { @@ -946,6 +1148,10 @@ "label": "DoRA 사용", "info": "가중치-분해 LoRA를 사용합니다.", }, + "ja": { + "label": "DoRA を使用", + "info": "重み分解された LoRA を使用します。", + }, }, "use_pissa": { "en": { @@ -964,6 +1170,10 @@ "label": "PiSSA 사용", "info": "PiSSA 방법을 사용합니다.", }, + "ja": { + "label": "PiSSA を使用", + "info": "PiSSA メソッドを使用します。", + }, }, "lora_target": { "en": { @@ -982,6 +1192,10 @@ "label": "LoRA 모듈 (선택 사항)", "info": "LoRA를 적용할 모듈의 이름. 모듈 간에는 쉼표(,)로 구분하십시오.", }, + "ja": { + "label": "LoRA モジュール(オプション)", + "info": "LoRA を適用するモジュールの名前。複数のモジュールを区切るにはカンマを使用します。", + }, }, "additional_target": { "en": { @@ -1006,6 +1220,10 @@ "label": "추가 모듈 (선택 사항)", "info": "LoRA 레이어 외에 학습 가능하게 설정할 모듈의 이름. 모듈 간에는 쉼표(,)로 구분하십시오.", }, + "ja": { + "label": "追加モジュール(オプション)", + "info": "LoRA 層以外の学習可能なモジュールの名前。複数のモジュールを区切るにはカンマを使用します。", + }, }, "rlhf_tab": { "en": { @@ -1020,6 +1238,9 @@ "ko": { "label": "RLHF 구성", }, + "ja": { + "label": "RLHF 設定", + }, }, "pref_beta": { "en": { @@ -1038,6 +1259,10 @@ "label": "베타 값", "info": "손실 함수에서 베타 매개 변수의 값.", }, + "ja": { + "label": "Beta 値", + "info": "損失関数における beta ハイパーパラメータの値。", + }, }, "pref_ftx": { "en": { @@ -1056,6 +1281,10 @@ "label": "Ftx 감마", "info": "최종 로스 함수에서 SFT 로스의 가중치.", }, + "ja": { + "label": "Ftx gamma", + "info": "損失関数における SFT 損失の重み。", + }, }, "pref_loss": { "en": { @@ -1074,6 +1303,10 @@ "label": "로스 유형", "info": "로스 함수의 유형.", }, + "ja": { + "label": "損失タイプ", + "info": "損失関数のタイプ。", + }, }, "reward_model": { "en": { @@ -1092,6 +1325,10 @@ "label": "리워드 모델", "info": "PPO 학습에서 사용할 리워드 모델의 어댑터.", }, + "ja": { + "label": "報酬モデル", + "info": "PPO トレーニングにおける報酬モデルのアダプター。", + }, }, "ppo_score_norm": { "en": { @@ -1110,6 +1347,10 @@ "label": "스코어 정규화", "info": "PPO 학습에서 스코어를 정규화합니다.", }, + "ja": { + "label": "スコア正規化", + "info": "PPO トレーニングにおける報酬スコアの正規化。", + }, }, "ppo_whiten_rewards": { "en": { @@ -1128,6 +1369,10 @@ "label": "보상 백화", "info": "PPO 훈련에서 보상을 백화(Whiten)합니다.", }, + "ja": { + "label": "報酬のホワイトニング", + "info": "PPO トレーニングにおいて報酬スコアをホワイトニング処理します。", + }, }, "galore_tab": { "en": { @@ -1142,6 +1387,9 @@ "ko": { "label": "GaLore 구성", }, + "ja": { + "label": "GaLore 設定", + }, }, "use_galore": { "en": { @@ -1160,6 +1408,10 @@ "label": "GaLore 사용", "info": "GaLore 최적화를 사용하세요.", }, + "ja": { + "label": "GaLore を使用", + "info": "GaLore オプティマイザーを使用します。", + }, }, "galore_rank": { "en": { @@ -1178,6 +1430,10 @@ "label": "GaLore 랭크", "info": "GaLore 그레디언트의 랭크.", }, + "ja": { + "label": "GaLore ランク", + "info": "GaLore 勾配のランク。", + }, }, "galore_update_interval": { "en": { @@ -1196,6 +1452,10 @@ "label": "업데이트 간격", "info": "GaLore 프로젝션을 업데이트할 간격의 스텝 수.", }, + "ja": { + "label": "更新間隔", + "info": "隣接する 2 回の投影更新間のステップ数。", + }, }, "galore_scale": { "en": { @@ -1214,6 +1474,10 @@ "label": "GaLore 스케일", "info": "GaLore 스케일링 계수.", }, + "ja": { + "label": "GaLore スケール", + "info": "GaLore スケーリング係数。", + }, }, "galore_target": { "en": { @@ -1232,6 +1496,10 @@ "label": "GaLore 모듈", "info": "GaLore를 적용할 모듈의 이름. 모듈 간에는 쉼표(,)로 구분하십시오.", }, + "ja": { + "label": "GaLore モジュール", + "info": "GaLore を適用するモジュールの名前。複数のモジュールを区切るにはカンマを使用します。", + }, }, "apollo_tab": { "en": { @@ -1246,6 +1514,9 @@ "ko": { "label": "APOLLO 구성", }, + "ja": { + "label": "APOLLO 設定", + }, }, "use_apollo": { "en": { @@ -1264,6 +1535,10 @@ "label": "APOLLO 사용", "info": "APOLLO 최적화를 사용하세요.", }, + "ja": { + "label": "APOLLO を使用", + "info": "APOLLO オプティマイザーを使用します。", + }, }, "apollo_rank": { "en": { @@ -1282,6 +1557,10 @@ "label": "APOLLO 랭크", "info": "APOLLO 그레디언트의 랭크.", }, + "ja": { + "label": "APOLLO ランク", + "info": "APOLLO 勾配のランク。", + }, }, "apollo_update_interval": { "en": { @@ -1300,6 +1579,10 @@ "label": "업데이트 간격", "info": "APOLLO 프로젝션을 업데이트할 간격의 스텝 수.", }, + "ja": { + "label": "更新間隔", + "info": "隣接する 2 回の投影更新間のステップ数。", + }, }, "apollo_scale": { "en": { @@ -1318,6 +1601,10 @@ "label": "APOLLO 스케일", "info": "APOLLO 스케일링 계수.", }, + "ja": { + "label": "APOLLO スケール", + "info": "APOLLO スケーリング係数。", + }, }, "apollo_target": { "en": { @@ -1336,6 +1623,10 @@ "label": "APOLLO 모듈", "info": "APOLLO를 적용할 모듈의 이름. 모듈 간에는 쉼표(,)로 구분하십시오.", }, + "ja": { + "label": "APOLLO モジュール", + "info": "APOLLO を適用するモジュールの名前。複数のモジュールを区切るにはカンマを使用します。", + }, }, "badam_tab": { "en": { @@ -1350,6 +1641,9 @@ "ko": { "label": "BAdam 설정", }, + "ja": { + "label": "BAdam 設定", + }, }, "use_badam": { "en": { @@ -1368,6 +1662,10 @@ "label": "BAdam 사용", "info": "BAdam 옵티마이저를 사용합니다.", }, + "ja": { + "label": "BAdam を使用", + "info": "BAdam オプティマイザーを使用します。", + }, }, "badam_mode": { "en": { @@ -1386,6 +1684,10 @@ "label": "BAdam 모드", "info": "레이어-BAdam 옵티마이저인지 비율-BAdam 옵티마이저인지.", }, + "ja": { + "label": "BAdam モード", + "info": "layer-wise または ratio-wise BAdam オプティマイザーを使用します。", + }, }, "badam_switch_mode": { "en": { @@ -1404,6 +1706,10 @@ "label": "스위치 모드", "info": "레이어-BAdam을 위한 블록 선택 전략.", }, + "ja": { + "label": "切り替え戦略", + "info": "Layer-wise BAdam オプティマイザーのブロック切り替え戦略。", + }, }, "badam_switch_interval": { "en": { @@ -1422,6 +1728,10 @@ "label": "전환 간격", "info": "레이어-BAdam을 위한 블록 업데이트 간 스텝 수.", }, + "ja": { + "label": "切り替え頻度", + "info": "Layer-wise BAdam オプティマイザーのブロック切り替え頻度。", + }, }, "badam_update_ratio": { "en": { @@ -1440,6 +1750,10 @@ "label": "업데이트 비율", "info": "비율-BAdam의 업데이트 비율.", }, + "ja": { + "label": "ブロック更新比率", + "info": "Ratio-wise BAdam オプティマイザーの更新比率。", + }, }, "swanlab_tab": { "en": { @@ -1454,6 +1768,9 @@ "ko": { "label": "SwanLab 설정", }, + "ja": { + "label": "SwanLab 設定", + }, }, "use_swanlab": { "en": { @@ -1472,6 +1789,10 @@ "label": "SwanLab 사용", "info": "SwanLab를 사용하여 실험을 추적하고 시각화합니다.", }, + "ja": { + "label": "SwanLab を使用", + "info": "SwanLab を有効にして実験の追跡と可視化を行います。", + }, }, "swanlab_project": { "en": { @@ -1486,6 +1807,9 @@ "ko": { "label": "SwanLab 프로젝트", }, + "ja": { + "label": "SwanLab プロジェクト", + }, }, "swanlab_run_name": { "en": { @@ -1500,6 +1824,9 @@ "ko": { "label": "SwanLab 실험 이름 (선택 사항)", }, + "ja": { + "label": "SwanLab 実験名(オプション)", + }, }, "swanlab_workspace": { "en": { @@ -1518,6 +1845,10 @@ "label": "SwanLab 작업 영역 (선택 사항)", "info": "SwanLab 조직의 작업 영역, 비어 있으면 기본적으로 개인 작업 영역에 있습니다.", }, + "ja": { + "label": "SwanLab ワークスペース(オプション)", + "info": "SwanLab のワークスペース。デフォルトでは個人ワークスペースです。", + }, }, "swanlab_api_key": { "en": { @@ -1536,6 +1867,10 @@ "label": "SwanLab API 키 (선택 사항)", "info": "SwanLab의 API 키.", }, + "ja": { + "label": "SwanLab API キー(オプション)", + "info": "SwanLab の API キー。", + }, }, "swanlab_mode": { "en": { @@ -1554,6 +1889,10 @@ "label": "SwanLab 모드", "info": "클라우드 버전 또는 오프라인 버전.", }, + "ja": { + "label": "SwanLab モード", + "info": "クラウド版またはオフライン版 SwanLab を使用します。", + }, }, "cmd_preview_btn": { "en": { @@ -1568,6 +1907,9 @@ "ko": { "value": "명령어 미리보기", }, + "ja": { + "value": "コマンドをプレビュー", + }, }, "arg_save_btn": { "en": { @@ -1582,6 +1924,9 @@ "ko": { "value": "Argument 저장", }, + "ja": { + "value": "引数を保存", + }, }, "arg_load_btn": { "en": { @@ -1596,6 +1941,9 @@ "ko": { "value": "Argument 불러오기", }, + "ja": { + "value": "引数を読み込む", + }, }, "start_btn": { "en": { @@ -1610,6 +1958,9 @@ "ko": { "value": "시작", }, + "ja": { + "value": "開始", + }, }, "stop_btn": { "en": { @@ -1624,6 +1975,9 @@ "ko": { "value": "중단", }, + "ja": { + "value": "中断", + }, }, "output_dir": { "en": { @@ -1642,6 +1996,10 @@ "label": "출력 디렉토리", "info": "결과를 저장할 디렉토리.", }, + "ja": { + "label": "出力ディレクトリ", + "info": "結果を保存するパス。", + }, }, "config_path": { "en": { @@ -1660,6 +2018,10 @@ "label": "설정 경로", "info": "Arguments 저장 파일 경로.", }, + "ja": { + "label": "設定パス", + "info": "トレーニングパラメータを保存する設定ファイルのパス。", + }, }, "device_count": { "en": { @@ -1678,6 +2040,10 @@ "label": "디바이스 수", "info": "사용 가능한 디바이스 수.", }, + "ja": { + "label": "デバイス数", + "info": "現在利用可能な演算デバイス数。", + }, }, "ds_stage": { "en": { @@ -1696,6 +2062,10 @@ "label": "DeepSpeed 단계", "info": "분산 학습을 위한 DeepSpeed 단계.", }, + "ja": { + "label": "DeepSpeed stage", + "info": "マルチ GPU トレーニングの DeepSpeed stage。", + }, }, "ds_offload": { "en": { @@ -1714,6 +2084,10 @@ "label": "오프로딩 활성화", "info": "DeepSpeed 오프로딩 활성화 (훈련 속도 느려짐).", }, + "ja": { + "label": "オフロードを使用", + "info": "DeepSpeed オフロードを使用します(速度が遅くなります)。", + }, }, "output_box": { "en": { @@ -1728,6 +2102,9 @@ "ko": { "value": "준비 완료.", }, + "ja": { + "value": "準備完了。", + }, }, "loss_viewer": { "en": { @@ -1742,6 +2119,9 @@ "ko": { "label": "손실", }, + "ja": { + "label": "損失", + }, }, "predict": { "en": { @@ -1756,6 +2136,9 @@ "ko": { "label": "예측 결과 저장", }, + "ja": { + "label": "予測結果を保存", + }, }, "infer_backend": { "en": { @@ -1770,6 +2153,9 @@ "ko": { "label": "추론 엔진", }, + "ja": { + "label": "推論エンジン", + }, }, "infer_dtype": { "en": { @@ -1784,6 +2170,9 @@ "ko": { "label": "추론 데이터 유형", }, + "ja": { + "label": "推論データタイプ", + }, }, "load_btn": { "en": { @@ -1798,6 +2187,9 @@ "ko": { "value": "모델 불러오기", }, + "ja": { + "value": "モデルを読み込む", + }, }, "unload_btn": { "en": { @@ -1812,6 +2204,9 @@ "ko": { "value": "모델 언로드", }, + "ja": { + "value": "モデルをアンロード", + }, }, "info_box": { "en": { @@ -1826,6 +2221,9 @@ "ko": { "value": "모델이 언로드되었습니다. 모델을 먼저 불러오십시오.", }, + "ja": { + "value": "モデルがロードされていません。最初にモデルをロードしてください。", + }, }, "role": { "en": { @@ -1840,6 +2238,9 @@ "ko": { "label": "역할", }, + "ja": { + "label": "役割", + }, }, "system": { "en": { @@ -1854,6 +2255,9 @@ "ko": { "placeholder": "시스템 프롬프트 (선택 사항)", }, + "ja": { + "placeholder": "システムプロンプト(オプション)", + }, }, "tools": { "en": { @@ -1868,6 +2272,9 @@ "ko": { "placeholder": "툴 (선택 사항)", }, + "ja": { + "placeholder": "ツールリスト(オプション)", + }, }, "image": { "en": { @@ -1882,6 +2289,9 @@ "ko": { "label": "이미지 (선택 사항)", }, + "ja": { + "label": "画像(オプション)", + }, }, "video": { "en": { @@ -1896,6 +2306,9 @@ "ko": { "label": "비디오 (선택 사항)", }, + "ja": { + "label": "動画(オプション)", + }, }, "query": { "en": { @@ -1910,6 +2323,9 @@ "ko": { "placeholder": "입력...", }, + "ja": { + "placeholder": "入力...", + }, }, "submit_btn": { "en": { @@ -1924,6 +2340,9 @@ "ko": { "value": "제출", }, + "ja": { + "value": "送信", + }, }, "max_length": { "en": { @@ -1938,6 +2357,9 @@ "ko": { "label": "최대 길이", }, + "ja": { + "label": "最大長", + }, }, "max_new_tokens": { "en": { @@ -1952,6 +2374,9 @@ "ko": { "label": "응답의 최대 길이", }, + "ja": { + "label": "最大生成長", + }, }, "top_p": { "en": { @@ -1966,6 +2391,9 @@ "ko": { "label": "Top-p", }, + "ja": { + "label": "Top-p", + }, }, "temperature": { "en": { @@ -1980,6 +2408,9 @@ "ko": { "label": "온도", }, + "ja": { + "label": "温度", + }, }, "clear_btn": { "en": { @@ -1994,6 +2425,9 @@ "ko": { "value": "기록 지우기", }, + "ja": { + "value": "履歴をクリア", + }, }, "export_size": { "en": { @@ -2012,6 +2446,10 @@ "label": "최대 샤드 크기 (GB)", "info": "모델 파일의 최대 크기.", }, + "ja": { + "label": "最大シャードサイズ(GB)", + "info": "単一のモデルファイルの最大サイズ。", + }, }, "export_quantization_bit": { "en": { @@ -2030,6 +2468,10 @@ "label": "양자화 비트 내보내기", "info": "내보낸 모델의 양자화.", }, + "ja": { + "label": "量子化ビットをエクスポート", + "info": "エクスポートするモデルを量子化します。", + }, }, "export_quantization_dataset": { "en": { @@ -2048,6 +2490,10 @@ "label": "양자화 데이터셋 내보내기", "info": "양자화에 사용되는 교정 데이터셋.", }, + "ja": { + "label": "量子化データセットをエクスポート", + "info": "量子化プロセスで使用されるキャリブレーションデータセット。", + }, }, "export_device": { "en": { @@ -2066,6 +2512,10 @@ "label": "내보낼 장치", "info": "모델을 내보내는 데 사용할 장치.", }, + "ja": { + "label": "エクスポートデバイス", + "info": "モデルをエクスポートするために使用するデバイスタイプ。", + }, }, "export_legacy_format": { "en": { @@ -2084,6 +2534,10 @@ "label": "레거시 형식 내보내기", "info": "모델을 저장하는 데 safetensors를 사용하지 않습니다.", }, + "ja": { + "label": "レガシーフォーマットをエクスポート", + "info": "safetensors フォーマットを使用せずにモデルを保存します。", + }, }, "export_dir": { "en": { @@ -2102,6 +2556,10 @@ "label": "내보내기 디렉토리", "info": "내보낸 모델을 저장할 디렉토리.", }, + "ja": { + "label": "エクスポートディレクトリ", + "info": "エクスポートしたモデルを保存するフォルダのパス。", + }, }, "export_hub_model_id": { "en": { @@ -2120,6 +2578,10 @@ "label": "HF 허브 ID (선택 사항)", "info": "모델을 Hugging Face 허브에 업로드하기 위한 레포 ID.", }, + "ja": { + "label": "HF Hub ID(オプション)", + "info": "Hugging Face Hub にモデルをアップロードするためのリポジトリ ID。", + }, }, "export_btn": { "en": { @@ -2134,6 +2596,9 @@ "ko": { "value": "내보내기", }, + "ja": { + "value": "エクスポート", + }, }, } @@ -2144,167 +2609,195 @@ "ru": "Процесс уже запущен, пожалуйста, сначала прервите его.", "zh": "任务已存在,请先中断训练。", "ko": "프로세스가 실행 중입니다. 먼저 중단하십시오.", + "ja": "プロセスが実行中です。最初に中断してください。", }, "err_exists": { "en": "You have loaded a model, please unload it first.", "ru": "Вы загрузили модель, сначала разгрузите ее.", "zh": "模型已存在,请先卸载模型。", "ko": "모델이 로드되었습니다. 먼저 언로드하십시오.", + "ja": "モデルがロードされています。最初にアンロードしてください。", }, "err_no_model": { "en": "Please select a model.", "ru": "Пожалуйста, выберите модель.", "zh": "请选择模型。", "ko": "모델을 선택하십시오.", + "ja": "モデルを選択してください。", }, "err_no_path": { "en": "Model not found.", "ru": "Модель не найдена.", "zh": "模型未找到。", "ko": "모델을 찾을 수 없습니다.", + "ja": "モデルが見つかりません。", }, "err_no_dataset": { "en": "Please choose a dataset.", "ru": "Пожалуйста, выберите набор данных.", "zh": "请选择数据集。", "ko": "데이터 세트를 선택하십시오.", + "ja": "データセットを選択してください。", }, "err_no_adapter": { "en": "Please select an adapter.", "ru": "Пожалуйста, выберите адаптер.", "zh": "请选择适配器。", "ko": "어댑터를 선택하십시오.", + "ja": "アダプターを選択してください。", }, "err_no_output_dir": { "en": "Please provide output dir.", "ru": "Пожалуйста, укажите выходную директорию.", "zh": "请填写输出目录。", "ko": "출력 디렉토리를 제공하십시오.", + "ja": "出力ディレクトリを入力してください。", }, "err_no_reward_model": { "en": "Please select a reward model.", "ru": "Пожалуйста, выберите модель вознаграждения.", "zh": "请选择奖励模型。", "ko": "리워드 모델을 선택하십시오.", + "ja": "報酬モデルを選択してください。", }, "err_no_export_dir": { "en": "Please provide export dir.", "ru": "Пожалуйста, укажите каталог для экспорта.", "zh": "请填写导出目录。", "ko": "Export 디렉토리를 제공하십시오.", + "ja": "エクスポートディレクトリを入力してください。", }, "err_gptq_lora": { "en": "Please merge adapters before quantizing the model.", "ru": "Пожалуйста, объедините адаптеры перед квантованием модели.", "zh": "量化模型前请先合并适配器。", "ko": "모델을 양자화하기 전에 어댑터를 병합하십시오.", + "ja": "モデルを量子化する前にアダプターをマージしてください。", }, "err_failed": { "en": "Failed.", "ru": "Ошибка.", "zh": "训练出错。", "ko": "실패했습니다.", + "ja": "失敗しました。", }, "err_demo": { "en": "Training is unavailable in demo mode, duplicate the space to a private one first.", "ru": "Обучение недоступно в демонстрационном режиме, сначала скопируйте пространство в частное.", "zh": "展示模式不支持训练,请先复制到私人空间。", "ko": "데모 모드에서는 훈련을 사용할 수 없습니다. 먼저 프라이빗 레포지토리로 작업 공간을 복제하십시오.", + "ja": "デモモードではトレーニングは利用できません。最初にプライベートスペースに複製してください。", }, "err_tool_name": { "en": "Tool name not found.", "ru": "Имя инструмента не найдено.", "zh": "工具名称未找到。", "ko": "툴 이름을 찾을 수 없습니다.", + "ja": "ツール名が見つかりません。", }, "err_json_schema": { "en": "Invalid JSON schema.", "ru": "Неверная схема JSON.", "zh": "Json 格式错误。", "ko": "잘못된 JSON 스키마입니다.", + "ja": "JSON スキーマが無効です。", }, "err_config_not_found": { "en": "Config file is not found.", "ru": "Файл конфигурации не найден.", "zh": "未找到配置文件。", "ko": "Config 파일을 찾을 수 없습니다.", + "ja": "設定ファイルが見つかりません。", }, "warn_no_cuda": { "en": "CUDA environment was not detected.", "ru": "Среда CUDA не обнаружена.", "zh": "未检测到 CUDA 环境。", "ko": "CUDA 환경이 감지되지 않았습니다.", + "ja": "CUDA 環境が検出されませんでした。", }, "warn_output_dir_exists": { "en": "Output dir already exists, will resume training from here.", "ru": "Выходной каталог уже существует, обучение будет продолжено отсюда.", "zh": "输出目录已存在,将从该断点恢复训练。", "ko": "출력 디렉토리가 이미 존재합니다. 위 출력 디렉토리에 저장된 학습을 재개합니다.", + "ja": "出力ディレクトリが既に存在します。このチェックポイントからトレーニングを再開します。", }, "info_aborting": { "en": "Aborted, wait for terminating...", "ru": "Прервано, ожидание завершения...", "zh": "训练中断,正在等待进程结束……", "ko": "중단되었습니다. 종료를 기다리십시오...", + "ja": "トレーニングが中断されました。プロセスの終了を待っています...", }, "info_aborted": { "en": "Ready.", "ru": "Готово.", "zh": "准备就绪。", "ko": "준비되었습니다.", + "ja": "準備完了。", }, "info_finished": { "en": "Finished.", "ru": "Завершено.", "zh": "训练完毕。", "ko": "완료되었습니다.", + "ja": "トレーニングが完了しました。", }, "info_config_saved": { "en": "Arguments have been saved at: ", "ru": "Аргументы были сохранены по адресу: ", "zh": "训练参数已保存至:", "ko": "매개변수가 저장되었습니다: ", + "ja": "トレーニングパラメータが保存されました: ", }, "info_config_loaded": { "en": "Arguments have been restored.", "ru": "Аргументы были восстановлены.", "zh": "训练参数已载入。", "ko": "매개변수가 복원되었습니다.", + "ja": "トレーニングパラメータが読み込まれました。", }, "info_loading": { "en": "Loading model...", "ru": "Загрузка модели...", "zh": "加载中……", "ko": "모델 로딩 중...", + "ja": "モデルをロード中...", }, "info_unloading": { "en": "Unloading model...", "ru": "Выгрузка модели...", "zh": "卸载中……", "ko": "모델 언로딩 중...", + "ja": "モデルをアンロード中...", }, "info_loaded": { "en": "Model loaded, now you can chat with your model!", "ru": "Модель загружена, теперь вы можете общаться с вашей моделью!", "zh": "模型已加载,可以开始聊天了!", "ko": "모델이 로드되었습니다. 이제 모델과 채팅할 수 있습니다!", + "ja": "モデルがロードされました。チャットを開始できます!", }, "info_unloaded": { "en": "Model unloaded.", "ru": "Модель выгружена.", "zh": "模型已卸载。", "ko": "모델이 언로드되었습니다.", + "ja": "モデルがアンロードされました。", }, "info_exporting": { "en": "Exporting model...", "ru": "Экспорт модели...", "zh": "正在导出模型……", "ko": "모델 내보내기 중...", + "ja": "モデルをエクスポート中...", }, "info_exported": { "en": "Model exported.", "ru": "Модель экспортирована.", "zh": "模型导出完成。", "ko": "모델이 내보내졌습니다.", + "ja": "モデルのエクスポートが完了しました。", }, } From 0f45982bac6b65533a94054ea5f792cb0f9e5a1f Mon Sep 17 00:00:00 2001 From: yinpu <741456392@qq.com> Date: Tue, 21 Jan 2025 13:38:02 +0800 Subject: [PATCH 125/187] fix: avoid redundant normalization in DPO's SFT loss calculation (#6722) --- src/llamafactory/train/dpo/trainer.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/src/llamafactory/train/dpo/trainer.py b/src/llamafactory/train/dpo/trainer.py index 770b32e55c..1a1d597325 100644 --- a/src/llamafactory/train/dpo/trainer.py +++ b/src/llamafactory/train/dpo/trainer.py @@ -204,7 +204,11 @@ def concatenated_forward( chosen_logps, rejected_logps = all_logps.split(batch_size, dim=0) chosen_logits, rejected_logits = all_logits.split(batch_size, dim=0) chosen_length, _ = valid_length.split(batch_size, dim=0) - return chosen_logps, rejected_logps, chosen_logits, rejected_logits, chosen_logps / chosen_length + + if self.loss_type in ["ipo", "orpo", "simpo"]: + return chosen_logps, rejected_logps, chosen_logits, rejected_logits, chosen_logps + else: + return chosen_logps, rejected_logps, chosen_logits, rejected_logits, chosen_logps / chosen_length @override def compute_reference_log_probs( From 28417f862a1947a24663150ca55f421198b6d8eb Mon Sep 17 00:00:00 2001 From: qvlehao <74954167+Qwtdgh@users.noreply.github.com> Date: Wed, 29 Jan 2025 12:16:26 +0800 Subject: [PATCH 126/187] [model] add deepseek-R1 & show think process (#6767) --- README.md | 1 + README_zh.md | 1 + src/llamafactory/extras/constants.py | 32 ++++++++++++++++++++++++++++ src/llamafactory/webui/chatter.py | 1 + 4 files changed, 35 insertions(+) diff --git a/README.md b/README.md index 7cf47d9e2c..0acf68c5f8 100644 --- a/README.md +++ b/README.md @@ -217,6 +217,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/ | [Command R](https://huggingface.co/CohereForAI) | 35B/104B | cohere | | [DeepSeek (Code/MoE)](https://huggingface.co/deepseek-ai) | 7B/16B/67B/236B | deepseek | | [DeepSeek 2.5/3](https://huggingface.co/deepseek-ai) | 236B/685B | deepseek3 | +| [DeepSeek R1](https://huggingface.co/deepseek-ai) | 1.5B/7B/8B/14B/32B/70B/671B | deepseekr1 | | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | diff --git a/README_zh.md b/README_zh.md index bf5c3fd7f3..a20c6bce5a 100644 --- a/README_zh.md +++ b/README_zh.md @@ -219,6 +219,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272 | [Command R](https://huggingface.co/CohereForAI) | 35B/104B | cohere | | [DeepSeek (Code/MoE)](https://huggingface.co/deepseek-ai) | 7B/16B/67B/236B | deepseek | | [DeepSeek 2.5/3](https://huggingface.co/deepseek-ai) | 236B/685B | deepseek3 | +| [DeepSeek R1](https://huggingface.co/deepseek-ai) | 1.5B/7B/8B/14B/32B/70B/671B | deepseekr1 | | [Falcon](https://huggingface.co/tiiuae) | 7B/11B/40B/180B | falcon | | [Gemma/Gemma 2/CodeGemma](https://huggingface.co/google) | 2B/7B/9B/27B | gemma | | [GLM-4](https://huggingface.co/THUDM) | 9B | glm4 | diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py index 2cf002059f..e98aadbd28 100644 --- a/src/llamafactory/extras/constants.py +++ b/src/llamafactory/extras/constants.py @@ -493,6 +493,38 @@ def register_model_group( DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-V3", DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-V3", }, + "DeepSeek-R1-1.5B-Distill": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B", + }, + "DeepSeek-R1-7B-Distill": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B", + }, + "DeepSeek-R1-8B-Distill": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-R1-Distill-Llama-8B", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-R1-Distill-Llama-8B", + }, + "DeepSeek-R1-14B-Distill": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-R1-Distill-Qwen-14B", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-R1-Distill-Qwen-14B", + }, + "DeepSeek-R1-32B-Distill": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-R1-Distill-Qwen-32B", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-R1-Distill-Qwen-32B", + }, + "DeepSeek-R1-70B-Distill": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-R1-Distill-Llama-70B", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-R1-Distill-Llama-70B", + }, + "DeepSeek-R1-671B-Zero": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-R1-Zero", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-R1-Zero", + }, + "DeepSeek-R1-671B": { + DownloadSource.DEFAULT: "deepseek-ai/DeepSeek-R1", + DownloadSource.MODELSCOPE: "deepseek-ai/DeepSeek-R1", + }, }, template="deepseek3", ) diff --git a/src/llamafactory/webui/chatter.py b/src/llamafactory/webui/chatter.py index e9689df282..7abdf8b53f 100644 --- a/src/llamafactory/webui/chatter.py +++ b/src/llamafactory/webui/chatter.py @@ -157,6 +157,7 @@ def stream( top_p=top_p, temperature=temperature, ): + new_text = '' if any(t in new_text for t in ('', '')) else new_text response += new_text if tools: result = self.engine.template.extract_tool(response) From 4fb6059f486e96287764114e1563fd4235b9f1d8 Mon Sep 17 00:00:00 2001 From: codingma Date: Wed, 29 Jan 2025 12:31:24 +0800 Subject: [PATCH 127/187] [assets] update wechat (#6771) --- assets/wechat.jpg | Bin 165228 -> 407123 bytes assets/wechat_npu.jpg | Bin 170743 -> 413959 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/assets/wechat.jpg b/assets/wechat.jpg index 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