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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 2.5k 199

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

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

   Python 1.3k 146

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 806 131

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

   Python 762 139

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 150

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 2.1k 417