pytorch / ao

PyTorch native quantization and sparsity for training and inference

Date Created 2023-11-03 (about a year ago)
Commits 1,193 (last one 2 hours ago)
Stargazers 1,935 (11 this week)
Watchers 43 (0 this week)
Forks 235
License bsd-3-clause
Ranking

RepositoryStats indexes 635,117 repositories, of these pytorch/ao is ranked #27,907 (96th percentile) for total stargazers, and #49,065 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #4,417/129,968.

pytorch/ao is also tagged with popular topics, for these it's ranked: pytorch (#508/6226),  transformer (#76/1077),  cuda (#54/689),  llama (#89/604),  inference (#42/332),  training (#17/226)

Other Information

pytorch/ao has 110 open pull requests on Github, 1,162 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 216 open issues and 218 closed issues.

There have been 9 releases, the latest one was published on 2025-02-28 (about a month ago) with the name v0.9.0.

Homepage URL: https://pytorch.org/ao/stable/index.html

Star History

Github stargazers over time

2k2k1.8k1.8k1.6k1.6k1.4k1.4k1.2k1.2k1k1k80080060060040040020020000Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25Apr '25Apr '25

Watcher History

Github watchers over time, collection started in '23

45454040353530302525202015151010550020242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25Apr '25Apr '25

Recent Commit History

1,187 commits on the default branch (main) since jan '22

1.2k1.2k1k1k80080060060040040020020000Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25Apr '25Apr '25

Yearly Commits

Commits to the default branch (main) per year

9009008008007007006006005005004004003003002002001001000020242024

Issue History

Total Issues
Open Issues
Closed Issues
450450400400350350300300250250200200150150100100505000Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Languages

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

PythonPythonC++C++CudaCudaShellShellMetalMetalCMakeCMakeObjective-C++Objective-C++BatchfileBatchfileCCMakefileMakefile

updated: 2025-04-04 @ 02:48pm, id: 714073518 / R_kgDOKo_lrg