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 2,355 (last one 16 hours ago)

Stargazers 33,595 (105 this week)

Watchers 339 (-2 this week)

Forks 3,942

License apache-2.0

Ranking

RepositoryStats indexes 534,551 repositories, of these microsoft/DeepSpeed is ranked #513 (99th percentile) for total stargazers, and #3,152 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #88/103,470.

microsoft/DeepSpeed is also tagged with popular topics, for these it's ranked: deep-learning (#24/7827), machine-learning (#25/7371), pytorch (#11/5588), gpu (#3/825), compression (#1/423)

Other Information

microsoft/DeepSpeed has 141 open pull requests on Github, 2,227 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 983 open issues and 1,644 closed issues.

There have been 76 releases, the latest one was published on 2024-06-21 (7 days ago) with the name v0.14.4 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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1,530 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: 2024-06-28 @ 09:45pm, id: 235860204 / R_kgDODg7w7A