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@mit-han-lab

MIT HAN Lab

Efficient AI Computing. PI: Song Han

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  1. streaming-llm streaming-llm Public

    [ICLR 2024] Efficient Streaming Language Models with Attention Sinks

    Python 6.9k 386

  2. llm-awq llm-awq Public

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

    Python 3.1k 258

  3. efficientvit efficientvit Public

    Efficient vision foundation models for high-resolution generation and perception.

    Python 2.9k 225

  4. bevfusion bevfusion Public archive

    [ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

    Python 2.7k 479

  5. temporal-shift-module temporal-shift-module Public

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

    Python 2.1k 420

  6. once-for-all once-for-all Public

    [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

    Python 1.9k 343

Repositories

Showing 10 of 61 repositories
  • radial-attention Public

    Radial Attention Official Implementation

    mit-han-lab/radial-attention’s past year of commit activity
    Python 74 3 1 0 Updated Jun 25, 2025
  • nunchaku Public

    [ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

    mit-han-lab/nunchaku’s past year of commit activity
    Python 2,068 Apache-2.0 108 56 7 Updated Jun 24, 2025
  • x-attention Public

    XAttention: Block Sparse Attention with Antidiagonal Scoring

    mit-han-lab/x-attention’s past year of commit activity
    Python 167 8 1 1 Updated Jun 23, 2025
  • torchquantum Public

    A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

    mit-han-lab/torchquantum’s past year of commit activity
    Jupyter Notebook 1,500 MIT 223 61 (4 issues need help) 8 Updated Jun 22, 2025
  • ComfyUI-nunchaku Public

    ComfyUI plugin of Nunchaku

    mit-han-lab/ComfyUI-nunchaku’s past year of commit activity
    Python 1,309 Apache-2.0 39 42 2 Updated Jun 18, 2025
  • llm-awq Public

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

    mit-han-lab/llm-awq’s past year of commit activity
    Python 3,105 MIT 258 158 12 Updated Jun 12, 2025
  • vila-u Public

    [ICLR 2025] VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation

    mit-han-lab/vila-u’s past year of commit activity
    Python 353 MIT 11 20 0 Updated Apr 26, 2025
  • efficientvit Public

    Efficient vision foundation models for high-resolution generation and perception.

    mit-han-lab/efficientvit’s past year of commit activity
    Python 2,935 Apache-2.0 225 107 0 Updated Apr 24, 2025
  • deepcompressor Public

    Model Compression Toolbox for Large Language Models and Diffusion Models

    mit-han-lab/deepcompressor’s past year of commit activity
    Python 507 Apache-2.0 38 54 1 Updated Mar 27, 2025
  • omniserve Public

    [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention

    mit-han-lab/omniserve’s past year of commit activity
    C++ 708 Apache-2.0 46 41 4 Updated Mar 6, 2025

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