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1. huggingface/transformers huggingface/transformers Public

   🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

   Python 162k 33.7k

2. vllm-project/vllm vllm-project/vllm Public

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

   Python 85.2k 18.8k

3. vllm-project/llm-compressor vllm-project/llm-compressor Public

   Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM

   Python 3.5k 561

4. vllm-project/compressed-tensors vllm-project/compressed-tensors Public

   A safetensors extension to efficiently store sparse quantized tensors on disk

   Python 294 100

5. canada-quant/dsv4-pro-nvfp4-fp8-mtp canada-quant/dsv4-pro-nvfp4-fp8-mtp Public

   NVFP4-FP8 quantization of DeepSeek-V4-Pro with MTP retention (work in progress)

   Python