microsoft / DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Date Created 2020-01-23 (4 years ago)

Commits 2,625 (last one a day ago)

Stargazers 35,946 (80 this week)

Watchers 346 (0 this week)

Forks 4,169

License apache-2.0

Ranking

RepositoryStats indexes 595,890 repositories, of these microsoft/DeepSpeed is ranked #490 (99th percentile) for total stargazers, and #3,084 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #90/119,419.

microsoft/DeepSpeed is also tagged with popular topics, for these it's ranked: deep-learning (#22/8511), machine-learning (#24/8062), pytorch (#11/6025), gpu (#3/918), compression (#1/451), inference (#3/309)

Other Information

microsoft/DeepSpeed has 122 open pull requests on Github, 2,496 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 982 open issues and 1,916 closed issues.

There have been 85 releases, the latest one was published on 2024-12-18 (2 days ago) with the name v0.16.2 Patch Release.

Homepage URL: https://www.deepspeed.ai/

All Topics

gpu zero pytorch inference compression deep-learning data-parallelism machine-learning model-parallelism billion-parameters mixture-of-experts trillion-parameters pipeline-parallelism

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1,802 commits on the default branch (master) since jan '22

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Languages

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

updated: 2024-12-21 @ 05:02pm, id: 235860204 / R_kgDODg7w7A