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1. MQBench MQBench Public

   Model Quantization Benchmark

   Python 848 142

2. United-Perception United-Perception Public

   United Perception

   Python 435 67

3. 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 3.7k 284

4. LightCompress LightCompress Public

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

   Python 616 63

5. LightX2V LightX2V Public

   Light Video Generation Inference Framework

   Python 788 50

6. Qwen-Image-Lightning Qwen-Image-Lightning Public

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

   Python 937 38