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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 90.2k 21.3k

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

   SGLang is a high-performance serving framework for large language models and multimodal models.

   Python 32.6k 8.3k

3. modelscope/ms-swift modelscope/ms-swift Public

   Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, …

   Python 15.4k 1.6k

4. fla-org/flash-linear-attention fla-org/flash-linear-attention Public

   🚀 Efficient implementations for emerging model architectures

   Python 5.6k 678