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MIT HAN Lab · GitHub
MIT HAN Lab
Efficient AI Computing. PI: Song Han
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[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
Python
6.9k
388
[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
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264
Efficient vision foundation models for high-resolution generation and perception.
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[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
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2.7k
486
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
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2.1k
421
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
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1.9k
344
Repositories
Showing 10 of 59 repositories
mit-han-lab/radial-attention’s past year of commit activity
Python
435
Apache-2.0
19
17
0
Updated Jul 22, 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
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 13, 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 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
x-attention
Public
[ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring
mit-han-lab/x-attention’s past year of commit activity
Python
208
10
4
0
Updated Jul 6, 2025
vila-u
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[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
369
MIT
12
19
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
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++
727
Apache-2.0
49
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
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