MIT HAN Lab
Pinned
Repositories
- 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.
- smoothquant Public
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
- efficientvit Public
EfficientViT is a new family of vision models for efficient high-resolution vision.
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- distrifuser Public
[CVPR 2024 Highlight] DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
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- tinyengine Public
[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