From 2b736bbde79e229fe4a2ae1d5b3b3c4f4c011c46 Mon Sep 17 00:00:00 2001 From: Juhan Bae Date: Wed, 26 Jun 2024 01:33:46 -0400 Subject: [PATCH] Finalize readme file --- examples/README.md | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/examples/README.md b/examples/README.md index 0cddd38..4d58a09 100644 --- a/examples/README.md +++ b/examples/README.md @@ -17,14 +17,17 @@ Alternatively, navigate to each example folder and run `pip install -r requireme Our examples cover the following tasks: +
+ | Task | Example datasets | |----------------------|:------------------------:| | Regression | UCI | | Image Classification | CIFAR-10 / ImageNet | | Text Classification | GLUE | | Multiple-Choice | SWAG | -| Language Modeling | WikiText-2 / Openwebtext | +| Language Modeling | WikiText-2 / OpenWebText | +
-These examples demonstrate various use cases of Kronfluence, including the implementation of AMP (Automatic Mixed Precision) and DDP (Distributed Data Parallel). -Many examples aim to replicate the settings used in [our paper](https://arxiv.org/abs/2405.12186). +These examples demonstrate various use cases of Kronfluence, including the usage of AMP (Automatic Mixed Precision) and DDP (Distributed Data Parallel). +Many examples aim to replicate the settings used in [our paper](https://arxiv.org/abs/2405.12186). If you would like to see more examples added to this repository, please leave an issue.