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: 33.926121509800126

Last synced: about 1 hour ago
JSON representation

Repository metadata:

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

Host: GitHub
URL: https://github.com/deepspeedai/DeepSpeed
Owner: deepspeedai
License: apache-2.0
Created: 2020-01-23T18:35:18.000Z (over 6 years ago)
Default Branch: master
Last Pushed: 2026-05-19T17:02:44.000Z (11 days ago)
Last Synced: 2026-05-19T20:39:49.630Z (11 days ago)
Topics: billion-parameters, compression, data-parallelism, deep-learning, gpu, inference, machine-learning, mixture-of-experts, model-parallelism, pipeline-parallelism, pytorch, trillion-parameters, zero
Language: Python
Homepage: https://www.deepspeed.ai/
Size: 236 MB
Stars: 42,365
Watchers: 355
Forks: 4,831
Open Issues: 1,298
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: CODEOWNERS
- Security: SECURITY.md
- Governance: GOVERNANCE.md
- Agents: AGENTS.md

Owner metadata:

Name: deepspeedai
Login: deepspeedai
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/74068820?v=4
Repositories: 1
Last Synced at: 2025-01-29T18:35:38.580Z
Profile URL: https://github.com/deepspeedai

Committers metadata

Last synced: 14 days ago

Total Commits: 3,142
Total Committers: 457
Avg Commits per committer: 6.875
Development Distribution Score (DDS): 0.859

Commits in past year: 375
Committers in past year: 97
Avg Commits per committer in past year: 3.866
Development Distribution Score (DDS) in past year: 0.805

Name	Email	Commits
Jeff Rasley	j**y@m**m	444
Logan Adams	1****s	267
Olatunji Ruwase	o**e@m**m	181
Michael Wyatt	m**t@m**m	168
Stas Bekman	s****0	168
Masahiro Tanaka	8****a	138
Shaden Smith	S**h@m**m	96
Reza Yazdani	4****i	87
Ma, Guokai	g**a@g**m	54
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
inkcherry	m**u@i**m	33
Samyam Rajbhandari	s**r@m**m	33
Yejing-Lai	y**i@i**m	32
Connor Holmes	c**s@m**m	31
Cheng Li	p**e@g**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
Olatunji Ruwase	t**e@s**m	17
Raza Sikander	5****r	16
Arash Bakhtiari	a**h@b**g	15
and 427 more...

Issue and Pull Request metadata

Last synced: 21 days ago

Total issues: 304
Total pull requests: 523
Average time to close issues: about 1 month
Average time to close pull requests: 26 days
Total issue authors: 237
Total pull request authors: 115
Average comments per issue: 2.49
Average comments per pull request: 1.39
Merged pull request: 295
Bot issues: 18
Bot pull requests: 0

Past year issues: 124
Past year pull requests: 253
Past year average time to close issues: 13 days
Past year average time to close pull requests: 3 days
Past year issue authors: 97
Past year pull request authors: 78
Past year average comments per issue: 1.69
Past year average comments per pull request: 1.33
Past year merged pull request: 128
Past year bot issues: 5
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)
Flamefire (4)
cyr0930 (4)
songdezhao (3)
LalchandPandia (3)
tjruwase (3)
alexk101 (3)
HollowMan6 (3)
jamesbraza (3)
dujifeng (3)
inkcherry (3)
zhengchenyu (2)
XiDianZuoYun (2)

Top Pull Request Authors

loadams (91)
stas00 (43)
tohtana (39)
tjruwase (20)
inkcherry (18)
deepcharm (17)
delock (15)
HollowMan6 (13)
sfc-gh-truwase (12)
nathon-lee (11)
hwchen2017 (11)
Yejing-Lai (9)
eternalNight (8)
arminzhu (7)
PKUWZP (7)

Top Issue Labels

bug (166)
training (118)
enhancement (46)
inference (25)
ci-failure (22)
deepspeed-chat (9)
compression (8)
install (3)
windows (3)
rocm (1)
compiler (1)
documentation (1)

Top Pull Request Labels

Package metadata

Total packages: 4
Total downloads:
- pypi: 1,155,723 last-month
- conda: 15 total
Total docker downloads: 25,998,303
Total dependent packages: 109 (may contain duplicates)
Total dependent repositories: 3,724 (may contain duplicates)
Total versions: 369
Total maintainers: 3
Total advisories: 1

pypi.org: deepspeed

DeepSpeed library

Homepage: http://deepspeed.ai
Documentation: https://deepspeed.readthedocs.io
Licenses: Apache Software License 2.0
Latest release: 0.19.0 (published 24 days ago)
Last Synced: 2026-05-23T01:30:28.176Z (8 days ago)
Versions: 126
Dependent Packages: 109
Dependent Repositories: 3,724
Downloads: 1,155,723 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:
- DeepSpeed Remote Code Execution Vulnerability

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

Homepage:
Documentation: https://pkg.go.dev/github.com/deepspeedai/DeepSpeed#section-documentation
Licenses: apache-2.0
Latest release: v0.19.0 (published 22 days ago)
Last Synced: 2026-05-14T07:23:00.863Z (17 days ago)
Versions: 121
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.468%
- Average: 5.651%
- Dependent repos count: 5.835%

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

Homepage:
Documentation: https://pkg.go.dev/github.com/deepspeedai/deepspeed#section-documentation
Licenses: apache-2.0
Latest release: v0.19.0 (published 22 days ago)
Last Synced: 2026-05-14T07:23:03.995Z (17 days ago)
Versions: 121
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.57%
- Average: 5.756%
- Dependent repos count: 5.943%

anaconda.org: deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. It enables world-class training speed, memory efficiency, scalability, and accessibility for large model training and inference.

Homepage: https://www.deepspeed.ai
Licenses: Apache-2.0
Latest release: 0.18.9 (published 25 days ago)
Last Synced: 2026-05-06T14:51:24.588Z (24 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 15 Total
Rankings:
- Dependent packages count: 35.874%
- Dependent repos count: 39.116%
- Average: 47.648%
- Downloads: 67.954%

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