Projects

Updated 6 months ago

kxy • Rank 11.4 • Science 44%

A toolkit to boost the productivity of machine learning engineers.

feature-engineering feature-selection information-theory machine-learning machine-learning-library model-compression python

Updated 5 months ago

https://github.com/cedrickchee/awesome-ml-model-compression • Rank 7.9 • Science 46%

Awesome machine learning model compression research papers, quantization, tools, and learning material.

awesome-list machine-learning model-compression neural-networks pruning quantization

Updated 5 months ago

https://github.com/aiot-mlsys-lab/msunet • Science 10%

[NeurIPS 2019 Google MicroNet Challenge] MSUNet is an efficient model that won the 4th place in the Google MicroNet Challenge CIFAR-100 Track hosted at NeurIPS 2019 designed by Yu Zheng, Shen Yan, Mi Zhang

efficient-deep-learning model-compression

Updated 5 months ago

https://github.com/aiot-mlsys-lab/svd-llm • Science 23%

Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"

efficient-models generative-ai large-language-models model-compression

ecosyste.ms

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Open Source Science

kxy • Rank 11.4 • Science 44%

https://github.com/cedrickchee/awesome-ml-model-compression • Rank 7.9 • Science 46%

https://github.com/aiot-mlsys-lab/msunet • Science 10%

https://github.com/aiot-mlsys-lab/svd-llm • Science 23%