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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 7.3k 399

  2. llm-awq llm-awq Public

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

    Python 3.6k 322

  3. efficientvit efficientvit Public

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

    Python 3.4k 256

  4. bevfusion bevfusion Public archive

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

    Python 3.2k 614

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

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

    Python 2.2k 422

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

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

    Python 2k 344

Repositories

Showing 10 of 72 repositories
  • mit-han-lab/mlsys2026-flashinfer-contest-solution's past year of commit activity
    Python 23 MIT 2 0 0 Updated Aug 31, 2026
  • KernelWiki Public
    mit-han-lab/KernelWiki's past year of commit activity
    Python 418 MIT 52 1 1 Updated Aug 26, 2026
  • mit-han-lab/ncu-report-skill's past year of commit activity
    Python 211 MIT 33 0 1 Updated Aug 26, 2026
  • 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 1,663 MIT 262 70 (4 issues need help) 26 Updated Jul 6, 2026
  • mit-han-lab/mlsys2026-flashinfer-contest's past year of commit activity
    Python 122 5 0 0 Updated Jun 13, 2026
  • mit-han-lab/kernel-design-agents's past year of commit activity
    914 76 1 1 Updated Jun 2, 2026
  • SMEPO Public
    mit-han-lab/SMEPO's past year of commit activity
    Python 16 1 0 0 Updated May 27, 2026
  • lpd Public

    [ICLR 2026 Oral] Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation

    mit-han-lab/lpd's past year of commit activity
    Python 105 MIT 7 1 0 Updated May 8, 2026
  • foreact Public

    [CVPR 2026 Highlight] ForeAct: Steering Your VLA with Efficient Visual Foresight Planning

    mit-han-lab/foreact's past year of commit activity
    Python 90 6 2 0 Updated May 1, 2026
  • vcpo Public

    [ICML 2026] Stable Asynchrony: Variance-Controlled Off-Policy RL for LLMs

    mit-han-lab/vcpo's past year of commit activity
    Python 34 Apache-2.0 3 1 5 Updated Apr 27, 2026