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1. hpcaitech/ColossalAI hpcaitech/ColossalAI Public

   Making large AI models cheaper, faster and more accessible

   Python 39k 4.3k

2. SprocketLab/sparse_matrix_fine_tuning SprocketLab/sparse_matrix_fine_tuning Public

   Official repository for ICML 2024 paper "MoRe Fine-Tuning with 10x Fewer Parameters"

   Python 17 2

3. bitsandbytes-foundation/bitsandbytes bitsandbytes-foundation/bitsandbytes Public

   Accessible large language models via k-bit quantization for PyTorch.

   Python 6.5k 644

4. huggingface/peft huggingface/peft Public

   🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

   Python 16.8k 1.7k

5. zhenxingjian/Partial_Distance_Correlation zhenxingjian/Partial_Distance_Correlation Public

   This is the official GitHub for paper: On the Versatile Uses of Partial Distance Correlation in Deep Learning, in ECCV 2022

   Jupyter Notebook 172 16

6. NVIDIA/TransformerEngine NVIDIA/TransformerEngine Public

   A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilizatio…

   Python 2k 336