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.
- Host: GitHub
- URL: https://github.com/deepspeedai/DeepSpeed
- Owner: deepspeedai
- License: apache-2.0
- Created: 2020-01-23T18:35:18.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2026-04-01T18:27:02.000Z (7 days ago)
- Last Synced: 2026-04-01T19:48:19.048Z (6 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: 234 MB
- Stars: 41,951
- Watchers: 354
- Forks: 4,771
- Open Issues: 1,280
-
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: 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 | 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
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
- Total packages: 3
-
Total downloads:
- pypi: 1,154,836 last-month
- Total docker downloads: 25,998,303
- Total dependent packages: 109 (may contain duplicates)
- Total dependent repositories: 3,724 (may contain duplicates)
- Total versions: 365
- 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: 0.18.9 (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
- Homepage:
- Documentation: https://pkg.go.dev/github.com/deepspeedai/DeepSpeed#section-documentation
- Licenses: apache-2.0
- Latest release: v0.18.9 (published 9 days ago)
- Last Synced: 2026-04-05T19:02:31.017Z (2 days ago)
- Versions: 120
- 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: v0.18.9 (published 9 days ago)
- Last Synced: 2026-04-05T19:02:16.537Z (2 days ago)
- Versions: 120
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.57%
- Average: 5.756%
- Dependent repos count: 5.943%
Dependencies
- ./.github/workflows/setup-venv * composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- JasonEtco/create-an-issue v2 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- peter-evans/create-pull-request v4 composite
- ./.github/workflows/setup-venv * composite
- actions/checkout v2 composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- JasonEtco/create-an-issue v2 composite
- actions/checkout v3 composite
- JasonEtco/create-an-issue v2 composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- JasonEtco/create-an-issue v2 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- JasonEtco/create-an-issue v2 composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- JasonEtco/create-an-issue v2 composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- JasonEtco/create-an-issue v2 composite
- actions/checkout v3 composite
- ./.github/workflows/setup-venv * composite
- actions/checkout v3 composite
- actions/checkout v3 composite