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1. MQBench MQBench Public

   Model Quantization Benchmark

   Python 855 141

2. LightLLM LightLLM Public

   LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

   Python 3.8k 290

3. LightCompress LightCompress Public

   [EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLM, VLM, and video generation models.

   Python 641 64

4. LightX2V LightX2V Public

   Light Video Generation Inference Framework

   Python 1.2k 75

5. Qwen-Image-Lightning Qwen-Image-Lightning Public

   Qwen-Image-Lightning: Speed up Qwen-Image model with distillation

   Python 1k 41

6. Wan2.2-Lightning Wan2.2-Lightning Public

   Forked from Wan-Video/Wan2.2

   Wan2.2-Lightning: Speed up wan2.2 model with distillation

   Python 243 16