Skip to content
@mit-han-lab

MIT HAN Lab

Efficient AI Computing. PI: Song Han

Pinned Loading

  1. streaming-llm streaming-llm Public

    [ICLR 2024] Efficient Streaming Language Models with Attention Sinks

    Python 6.9k 388

  2. llm-awq llm-awq Public

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

    Python 3.2k 264

  3. efficientvit efficientvit Public

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

    Python 3k 230

  4. bevfusion bevfusion Public archive

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

    Python 2.7k 485

  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 344

Repositories

Showing 10 of 59 repositories
  • 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 3,167 MIT 264 160 10 Updated Jul 18, 2025
  • radial-attention Public

    Radial Attention Official Implementation

    mit-han-lab/radial-attention’s past year of commit activity
    Python 420 Apache-2.0 19 15 0 Updated Jul 15, 2025
  • lpd Public

    Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation

    mit-han-lab/lpd’s past year of commit activity
    Python 59 MIT 4 1 0 Updated Jul 14, 2025
  • Quest Public

    [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

    mit-han-lab/Quest’s past year of commit activity
    Cuda 306 MIT 35 3 0 Updated Jul 10, 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 1,513 MIT 225 61 (4 issues need help) 8 Updated Jul 9, 2025
  • x-attention Public

    [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring

    mit-han-lab/x-attention’s past year of commit activity
    Python 206 10 4 0 Updated Jul 7, 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 368 MIT 12 19 0 Updated Apr 25, 2025
  • efficientvit Public

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

    mit-han-lab/efficientvit’s past year of commit activity
    Python 2,997 Apache-2.0 230 107 0 Updated Apr 24, 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++ 724 Apache-2.0 48 41 4 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 1,379 MIT 172 43 3 Updated Feb 24, 2025