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1. neuralmagic/deepsparse neuralmagic/deepsparse Public

   Sparsity-aware deep learning inference runtime for CPUs

   Python 3k 173

2. neuralmagic/sparseml neuralmagic/sparseml Public

   Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

   Python 2k 144

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 514 41

4. neuralmagic/compressed-tensors neuralmagic/compressed-tensors Public

   A safetensors extension to efficiently store sparse quantized tensors on disk

   Python 30