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1. hpcaitech/ColossalAI hpcaitech/ColossalAI Public

   Making large AI models cheaper, faster and more accessible

   Python 41k 4.5k

2. sgl-project/sglang sgl-project/sglang Public

   SGLang is a fast serving framework for large language models and vision language models.

   Python 15.4k 2.2k

3. flashinfer-ai/flashinfer flashinfer-ai/flashinfer Public

   FlashInfer: Kernel Library for LLM Serving

   Cuda 3.2k 348

4. 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 20 2

5. bitsandbytes-foundation/bitsandbytes bitsandbytes-foundation/bitsandbytes Public

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

   Python 7.1k 705

6. huggingface/peft huggingface/peft Public

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

   Python 18.8k 1.9k