mit-han-lab

mit-han-lab

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6 repositories on SrcLog

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6 Repos
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Repositories (6)

torchquantum mit-han-lab/torchquantum Jupyter Notebook

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.

1.6k
data-efficient-gans mit-han-lab/data-efficient-gans Python

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

1.3k
TinyChatEngine mit-han-lab/TinyChatEngine C++

TinyChatEngine: On-Device LLM Inference Library

953
tinyengine mit-han-lab/tinyengine C

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

939
lite-transformer mit-han-lab/lite-transformer Python

[ICLR 2020] Lite Transformer with Long-Short Range Attention

610
hardware-aware-transformers mit-han-lab/hardware-aware-transformers Python

[ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

338