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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 383

  2. llm-awq llm-awq Public

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

    Python 3k 245

  3. efficientvit efficientvit Public

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

    Python 2.8k 218

  4. bevfusion bevfusion Public archive

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

    Python 2.6k 464

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

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

    Python 2.1k 421

  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 341

Repositories

Showing 10 of 60 repositories
  • 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
    Cuda 1,509 Apache-2.0 85 90 3 Updated Apr 24, 2025
  • efficientvit Public

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

    mit-han-lab/efficientvit’s past year of commit activity
    Python 2,819 Apache-2.0 218 103 0 Updated Apr 24, 2025
  • mit-han-lab/ComfyUI-nunchaku’s past year of commit activity
    Python 763 Apache-2.0 13 75 1 Updated Apr 22, 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 300 MIT 8 18 0 Updated Apr 20, 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 2,950 MIT 245 154 8 Updated Apr 14, 2025
  • x-attention Public

    XAttention: Block Sparse Attention with Antidiagonal Scoring

    mit-han-lab/x-attention’s past year of commit activity
    Python 140 5 2 1 Updated Mar 29, 2025
  • deepcompressor Public

    Model Compression Toolbox for Large Language Models and Diffusion Models

    mit-han-lab/deepcompressor’s past year of commit activity
    Python 442 Apache-2.0 34 44 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++ 643 Apache-2.0 43 40 5 Updated Mar 6, 2025
  • torchsparse Public

    [MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

    mit-han-lab/torchsparse’s past year of commit activity
    Cuda 1,321 MIT 157 36 2 Updated Feb 24, 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 1,448 MIT 219 61 (4 issues need help) 10 Updated Feb 21, 2025

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