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1. vllm-project/vllm vllm-project/vllm Public

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

   Python 62.3k 11.1k

2. NVIDIA/TensorRT-LLM NVIDIA/TensorRT-LLM Public

   TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. Tensor…

   C++ 12.1k 1.8k

3. deepseek-ai/DeepGEMM deepseek-ai/DeepGEMM Public

   DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling

   Cuda 5.9k 737

4. flash-attention-minimal flash-attention-minimal Public

   Forked from tspeterkim/flash-attention-minimal

   Flash Attention in ~100 lines of CUDA (forward pass only)

   Cuda

5. QwenLM/Qwen2-Audio QwenLM/Qwen2-Audio Public

   The official repo of Qwen2-Audio chat & pretrained large audio language model proposed by Alibaba Cloud.

   Python 1.9k 146