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@PKU-DAIR

DAIR Lab

Data and Intelligence Research (DAIR) Lab @ Peking University

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  1. Hetu Hetu Public

    Forked from Hsword/Hetu

    A high-performance distributed deep learning system targeting large-scale and automated distributed training.

    Python 267 31

  2. open-box open-box Public

    Forked from thomas-young-2013/open-box

    Generalized and Efficient Blackbox Optimization System

    Python 390 54

  3. Hetu-Galvatron Hetu-Galvatron Public

    Forked from AFDWang/Hetu-Galvatron

    Galvatron is an automatic distributed training system designed for Transformer models, including Large Language Models (LLMs).

    Python 42 5

  4. SGL SGL Public

    A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

    Python 145 22

  5. mindware mindware Public

    Forked from thomas-young-2013/mindware

    An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

    Python 55 8

  6. Starter-Guide Starter-Guide Public

    A comprehensive guide for beginners in the field of data management and artificial intelligence.

    131 8

Repositories

Showing 10 of 36 repositories
  • Hetu Public Forked from Hsword/Hetu

    A high-performance distributed deep learning system targeting large-scale and automated distributed training.

    PKU-DAIR/Hetu’s past year of commit activity
    Python 267 Apache-2.0 51 0 0 Updated Dec 23, 2024
  • Hetu-Galvatron Public Forked from AFDWang/Hetu-Galvatron

    Galvatron is an automatic distributed training system designed for Transformer models, including Large Language Models (LLMs).

    PKU-DAIR/Hetu-Galvatron’s past year of commit activity
    Python 42 Apache-2.0 8 1 0 Updated Dec 22, 2024
  • FreeHGC Public Forked from GooLiang/FreeHGC
    PKU-DAIR/FreeHGC’s past year of commit activity
    Python 0 1 0 0 Updated Dec 6, 2024
  • Starter-Guide Public

    A comprehensive guide for beginners in the field of data management and artificial intelligence.

    PKU-DAIR/Starter-Guide’s past year of commit activity
    131 8 1 (1 issue needs help) 0 Updated Nov 10, 2024
  • LoRA_Inlaid Public Forked from YiFei1532/LoRA_Inlaid
    PKU-DAIR/LoRA_Inlaid’s past year of commit activity
    0 1 0 0 Updated Oct 23, 2024
  • open-box Public Forked from thomas-young-2013/open-box

    Generalized and Efficient Blackbox Optimization System

    PKU-DAIR/open-box’s past year of commit activity
    Python 390 81 11 1 Updated Oct 17, 2024
  • RAG-Survey Public Forked from hymie122/RAG-Survey

    Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

    PKU-DAIR/RAG-Survey’s past year of commit activity
    248 91 0 0 Updated Jun 21, 2024
  • SGL Public

    A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

    PKU-DAIR/SGL’s past year of commit activity
    Python 145 MIT 22 0 2 Updated May 10, 2024
  • CAFE Public Forked from HugoZHL/CAFE

    [SIGMOD 2024] CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models

    PKU-DAIR/CAFE’s past year of commit activity
    Python 2 5 0 0 Updated Dec 7, 2023
  • OUTRE Public Forked from shengzeang/OUTRE

    OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine

    PKU-DAIR/OUTRE’s past year of commit activity
    C++ 2 1 0 0 Updated Oct 21, 2023