alibaba / TinyNeuralNetwork

TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.

Date Created 2021-11-02 (3 years ago)

Commits 827 (last one 6 days ago)

Stargazers 813 (0 this week)

Watchers 20 (0 this week)

Forks 122

License mit

Ranking

RepositoryStats indexes 628,868 repositories, of these alibaba/TinyNeuralNetwork is ranked #64,380 (90th percentile) for total stargazers, and #108,381 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #10,350/128,166.

alibaba/TinyNeuralNetwork is also tagged with popular topics, for these it's ranked: deep-learning (#1,550/8787), pytorch (#1,006/6200), deep-neural-networks (#120/651), model-compression (#20/108)

Other Information

alibaba/TinyNeuralNetwork has 4 open pull requests on Github, 218 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 24 open issues and 127 closed issues.

There have been 1 release, the latest one was published on 2023-05-31 (about a year ago) with the name Annoucing easyquant for speeding up LLM inference via quantization.

All Topics

pruning pytorch deep-learning model-converter model-compression deep-neural-networks post-training-quantization quantization-aware-training

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

687 commits on the default branch (main) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2025-03-15 @ 05:49pm, id: 423737330 / R_kgDOGUG38g