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1. mit-han-lab/deepcompressor mit-han-lab/deepcompressor Public

   Model Compression Toolbox for Large Language Models and Diffusion Models

   Python 212 15

2. mit-han-lab/nunchaku mit-han-lab/nunchaku Public

   SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

   Cuda 306 15

3. mit-han-lab/qserve mit-han-lab/qserve Public

   QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

   Python 442 23

4. deep-gradient-compression deep-gradient-compression Public

   [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

   Python 213 45

5. mit-han-lab/pvcnn mit-han-lab/pvcnn Public archive

   [NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

   Python 647 130

6. nn-compression nn-compression Public

   A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)

   Python 153 26