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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 7.1k 396

  2. llm-awq llm-awq Public

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

    Python 3.4k 283

  3. efficientvit efficientvit Public

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

    Python 3.2k 232

  4. bevfusion bevfusion Public archive

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

    Python 2.9k 529

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

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

    Python 2.2k 423

  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 346

Repositories

Showing 10 of 64 repositories
  • vlash Public

    Real-Time VLAs via Future-state-aware Asynchronous Inference.

    mit-han-lab/vlash’s past year of commit activity
    Python 31 0 0 0 Updated Dec 2, 2025
  • fouroversix Public

    Code for the paper “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling”

    mit-han-lab/fouroversix’s past year of commit activity
    Python 21 MIT 1 0 0 Updated Dec 2, 2025
  • fastrl Public

    [ASPLOS'26] Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter

    mit-han-lab/fastrl’s past year of commit activity
    Python 82 Apache-2.0 5 3 0 Updated Nov 26, 2025
  • flash-moba Public
    mit-han-lab/flash-moba’s past year of commit activity
    C++ 200 BSD-3-Clause 6 4 0 Updated Nov 19, 2025
  • radial-attention Public

    [NeurIPS 2025] Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation

    mit-han-lab/radial-attention’s past year of commit activity
    Python 562 Apache-2.0 29 14 1 Updated Nov 11, 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 1,575 MIT 242 69 (4 issues need help) 9 Updated Oct 28, 2025
  • streaming-vlm Public

    StreamingVLM: Real-Time Understanding for Infinite Video Streams

    mit-han-lab/streaming-vlm’s past year of commit activity
    Python 739 MIT 48 11 0 Updated Oct 15, 2025
  • efficientvit Public

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

    mit-han-lab/efficientvit’s past year of commit activity
    Python 3,161 Apache-2.0 232 108 0 Updated Sep 5, 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 3,366 MIT 283 169 10 Updated Jul 17, 2025
  • lpd Public

    Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation

    mit-han-lab/lpd’s past year of commit activity
    Python 80 MIT 6 1 0 Updated Jul 14, 2025