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  1. mit-han-lab/llm-awq mit-han-lab/llm-awq Public

    [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

    Python 2.1k 150

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

    [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

    Python 1.1k 127

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

    [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 2…

    C 758 128

  4. mit-han-lab/tinyml mit-han-lab/tinyml Public

    Python 726 132

  5. mit-han-lab/gan-compression mit-han-lab/gan-compression Public

    [CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

    Python 1.1k 147

  6. mit-han-lab/temporal-shift-module mit-han-lab/temporal-shift-module Public

    [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

    Python 2k 416