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1. ModelCloud/GPTQModel ModelCloud/GPTQModel Public

   Production ready LLM model compression/quantization toolkit with accelerated inference support for both cpu/gpu via HF, vLLM, and SGLang.

   Python 127 29

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

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

   Python 6.3k 543

3. vllm-project/vllm vllm-project/vllm Public

   A high-throughput and memory-efficient inference and serving engine for LLMs

   Python 31k 4.7k

4. AutoGPTQ/AutoGPTQ AutoGPTQ/AutoGPTQ Public

   An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

   Python 4.5k 488

5. flashinfer-ai/flashinfer flashinfer-ai/flashinfer Public

   FlashInfer: Kernel Library for LLM Serving

   Cuda 1.5k 147

6. Dao-AILab/flash-attention Dao-AILab/flash-attention Public

   Fast and memory-efficient exact attention

   Python 14.4k 1.4k