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https://github.com/deepspeedai/DeepSpeed

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

Score: 33.89848456198681

Last synced: about 11 hours ago
JSON representation

Repository metadata:

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


Owner metadata:


Committers metadata

Last synced: 1 day ago

Total Commits: 3,116
Total Committers: 449
Avg Commits per committer: 6.94
Development Distribution Score (DDS): 0.858

Commits in past year: 373
Committers in past year: 95
Avg Commits per committer in past year: 3.926
Development Distribution Score (DDS) in past year: 0.812

Name Email Commits
Jeff Rasley j****y@m****m 444
Logan Adams 1****s 264
Olatunji Ruwase o****e@m****m 181
Michael Wyatt m****t@m****m 168
Stas Bekman s****0 168
Masahiro Tanaka 8****a 132
Shaden Smith S****h@m****m 96
Reza Yazdani 4****i 87
Ma, Guokai g****a@g****m 53
Ammar Ahmad Awan a****n@m****m 46
Conglong Li c****i@g****m 44
Nadav Elyahu 8****u 43
Lev Kurilenko 1****e 38
Joe Mayer 1****i 37
Samyam Rajbhandari s****r@m****m 33
inkcherry m****u@i****m 32
Yejing-Lai y****i@i****m 32
Cheng Li p****e@g****m 31
Connor Holmes c****s@m****m 31
Max Kovalenko m****o@h****i 27
Heyang Qin h****n@m****m 25
Ramya Ramineni 6****n 25
Molly Smith 1****h 24
Sam Ade Jacobs s****s@m****m 23
digger yu d****u@o****m 23
Liangliang Ma l****a@i****m 19
Quentin Anthony q****y@y****m 19
Raza Sikander 5****r 16
Arash Bakhtiari a****h@b****g 15
BacharL l****r@h****i 15
and 419 more...

Issue and Pull Request metadata

Last synced: about 23 hours ago

Total issues: 295
Total pull requests: 503
Average time to close issues: about 1 month
Average time to close pull requests: 27 days
Total issue authors: 231
Total pull request authors: 108
Average comments per issue: 2.42
Average comments per pull request: 1.35
Merged pull request: 285
Bot issues: 18
Bot pull requests: 0

Past year issues: 152
Past year pull requests: 294
Past year average time to close issues: 13 days
Past year average time to close pull requests: 5 days
Past year issue authors: 117
Past year pull request authors: 81
Past year average comments per issue: 1.59
Past year average comments per pull request: 1.27
Past year merged pull request: 158
Past year bot issues: 7
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/deepspeedai/DeepSpeed

Top Issue Authors

  • github-actions[bot] (18)
  • hijkzzz (9)
  • janelu9 (6)
  • cyr0930 (4)
  • songdezhao (3)
  • tjruwase (3)
  • alexk101 (3)
  • Flamefire (3)
  • HollowMan6 (3)
  • jamesbraza (3)
  • dujifeng (3)
  • inkcherry (3)
  • loadams (2)
  • XiDianZuoYun (2)
  • zhengchenyu (2)

Top Pull Request Authors

  • loadams (91)
  • stas00 (43)
  • tohtana (37)
  • tjruwase (20)
  • inkcherry (17)
  • deepcharm (17)
  • delock (13)
  • HollowMan6 (13)
  • sfc-gh-truwase (11)
  • hwchen2017 (11)
  • nathon-lee (10)
  • Yejing-Lai (9)
  • eternalNight (7)
  • arminzhu (7)
  • PKUWZP (7)

Top Issue Labels

  • bug (162)
  • training (116)
  • enhancement (44)
  • inference (24)
  • ci-failure (22)
  • deepspeed-chat (9)
  • compression (7)
  • install (3)
  • windows (3)
  • rocm (1)
  • compiler (1)
  • documentation (1)

Top Pull Request Labels


Package metadata

pypi.org: deepspeed

DeepSpeed library

  • Homepage: http://deepspeed.ai
  • Documentation: https://deepspeed.readthedocs.io
  • Licenses: Apache Software License 2.0
  • Latest release: 0.18.9 (published 9 days ago)
  • Last Synced: 2026-04-06T14:30:48.319Z (1 day ago)
  • Versions: 125
  • Dependent Packages: 109
  • Dependent Repositories: 3,724
  • Downloads: 1,154,836 Last month
  • Docker Downloads: 25,998,303
  • Rankings:
    • Stargazers count: 0.07%
    • Forks count: 0.1%
    • Dependent repos count: 0.165%
    • Dependent packages count: 0.186%
    • Average: 0.282%
    • Downloads: 0.529%
    • Docker downloads count: 0.64%
  • Maintainers (3)
  • Advisories:
proxy.golang.org: github.com/deepspeedai/DeepSpeed

proxy.golang.org: github.com/deepspeedai/deepspeed


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