MIT HAN Lab
Efficient AI Computing. PI: Song Han
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- 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.
- llm-awq Public
[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
- efficientvit Public
Efficient vision foundation models for high-resolution generation and perception.
- torchsparse Public
[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.