awesome-llama: https://github.com/bigscience-workshop/petals
bloom chatbot deep-learning distributed-systems falcon gpt guanaco language-models large-language-models llama machine-learning mixtral neural-networks nlp pipeline-parallelism pretrained-models pytorch tensor-parallelism transformer volunteer-computing
Score: 18.49127041986827
Last synced: about 11 hours ago
JSON representation
Repository metadata:
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
- Host: GitHub
- URL: https://github.com/bigscience-workshop/petals
- Owner: bigscience-workshop
- License: mit
- Created: 2022-06-12T00:10:27.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-09-07T11:54:28.000Z (over 1 year ago)
- Last Synced: 2026-01-25T05:44:12.586Z (10 days ago)
- Topics: bloom, chatbot, deep-learning, distributed-systems, falcon, gpt, guanaco, language-models, large-language-models, llama, machine-learning, mixtral, neural-networks, nlp, pipeline-parallelism, pretrained-models, pytorch, tensor-parallelism, transformer, volunteer-computing
- Language: Python
- Homepage: https://petals.dev
- Size: 4.06 MB
- Stars: 9,881
- Watchers: 102
- Forks: 588
- Open Issues: 111
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: BigScience Workshop
- Login: bigscience-workshop
- Email: bigscience-contact@googlegroups.com
- Kind: organization
- Description: Research workshop on large language models - The Summer of Language Models 21
- Website: https://bigscience.huggingface.co
- Location:
- Twitter: BigScienceW
- Company:
- Icon url: https://avatars.githubusercontent.com/u/82455566?v=4
- Repositories: 28
- Last Synced at: 2023-03-03T19:53:10.825Z
- Profile URL: https://github.com/bigscience-workshop
GitHub Events
Total
- Fork event: 70
- Issue comment event: 12
- Issues event: 10
- Pull request event: 4
- Watch event: 679
- Total: 775
Last Year
- Fork event: 49
- Issue comment event: 8
- Issues event: 2
- Pull request event: 3
- Watch event: 428
- Total: 490
Committers metadata
Last synced: 8 days ago
Total Commits: 513
Total Committers: 20
Avg Commits per committer: 25.65
Development Distribution Score (DDS): 0.526
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Alexander Borzunov | b****r@g****m | 243 |
| justheuristic | j****c@g****m | 184 |
| Dmitry Baranchuk | d****k@g****m | 26 |
| Artem Chumachenko | a****k@g****m | 22 |
| Max Ryabinin | m****0@g****m | 16 |
| Dmitry Baranchuk | d****k@q****u | 4 |
| Anton Sinitsin | 3****t | 3 |
| Pavel Samygin | 4****y | 2 |
| Vadim Peretokin | v****n@h****m | 2 |
| Dmitry Baranchuk | d****k@z****t | 1 |
| Denis Mazur | d****8@g****m | 1 |
| Egiazarian Vage | V****7@y****u | 1 |
| FYY | t****6@g****m | 1 |
| Guocheng | n****a@o****m | 1 |
| Ikko Eltociear Ashimine | e****r@g****m | 1 |
| Ink | L****k@p****m | 1 |
| Muhtasham Oblokulov | m****7@g****m | 1 |
| Pavel Samygin | 4****y | 1 |
| Priyanshupareek | 3****k | 1 |
| Shuchang Zhou | s****u@g****m | 1 |
Issue and Pull Request metadata
Last synced: 2 months ago
Total issues: 165
Total pull requests: 199
Average time to close issues: 25 days
Average time to close pull requests: 7 days
Total issue authors: 123
Total pull request authors: 24
Average comments per issue: 2.32
Average comments per pull request: 0.26
Merged pull request: 131
Bot issues: 0
Bot pull requests: 0
Past year issues: 5
Past year pull requests: 5
Past year average time to close issues: N/A
Past year average time to close pull requests: 25 minutes
Past year issue authors: 4
Past year pull request authors: 3
Past year average comments per issue: 0.4
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- borzunov (17)
- justheuristic (8)
- ryanshrott (5)
- slush0 (3)
- Ted-developer (3)
- artek0chumak (3)
- pass-pass-pass (2)
- worldpeaceenginelabs (2)
- nrs-status (2)
- sa1utyeggs (2)
- Rohit-03 (2)
- mberman84 (2)
- oldcpple (2)
- lbgws2 (2)
- Thomasbomb (2)
Top Pull Request Authors
- borzunov (98)
- justheuristic (30)
- artek0chumak (12)
- xtinkt (10)
- mryab (8)
- dvmazur (8)
- jmikedupont2 (7)
- vadi2 (3)
- mandlinsarah (3)
- Vectorrent (2)
- RomaA2000 (2)
- kyoungbinkim (2)
- jhancock1975 (2)
- Bakobiibizo (2)
- iateadonut (1)
Top Issue Labels
- help wanted (9)
- 1day (7)
- good first issue (7)
- enhancement (4)
- bug (4)
- documentation (3)
- development (2)
- research (1)
Top Pull Request Labels
Package metadata
- Total packages: 3
-
Total downloads:
- pypi: 396 last-month
- Total docker downloads: 129
- Total dependent packages: 4 (may contain duplicates)
- Total dependent repositories: 2 (may contain duplicates)
- Total versions: 29
- Total maintainers: 3
pypi.org: petals
Easy way to efficiently run 100B+ language models without high-end GPUs
- Homepage: https://github.com/bigscience-workshop/petals
- Documentation: https://petals.readthedocs.io/
- Licenses: MIT License
- Latest release: 2.2.0 (published over 2 years ago)
- Last Synced: 2026-01-08T19:51:09.105Z (27 days ago)
- Versions: 18
- Dependent Packages: 4
- Dependent Repositories: 2
- Downloads: 389 Last month
- Docker Downloads: 129
-
Rankings:
- Stargazers count: 0.333%
- Forks count: 2.811%
- Dependent packages count: 3.167%
- Docker downloads count: 4.626%
- Average: 4.809%
- Downloads: 6.38%
- Dependent repos count: 11.539%
- Maintainers (3)
proxy.golang.org: github.com/bigscience-workshop/petals
- Homepage:
- Documentation: https://pkg.go.dev/github.com/bigscience-workshop/petals#section-documentation
- Licenses: mit
- Latest release: v2.2.0+incompatible (published over 2 years ago)
- Last Synced: 2026-01-08T19:51:09.857Z (27 days ago)
- Versions: 10
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.528%
- Average: 6.747%
- Dependent repos count: 6.966%
pypi.org: test-petals
Easy way to efficiently run 100B+ language models without high-end GPUs
- Homepage: https://github.com/bigscience-workshop/petals
- Documentation: https://test-petals.readthedocs.io/
- Licenses: MIT License
- Latest release: 2.2.0.post1 (published about 2 years ago)
- Last Synced: 2026-01-08T19:51:08.919Z (27 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 7 Last month
-
Rankings:
- Dependent packages count: 10.002%
- Average: 38.776%
- Dependent repos count: 67.55%
- Maintainers (1)
Dependencies
- black ==22.3.0 development
- isort ==5.10.1 development
- psutil * development
- pytest-asyncio ==0.16.0 development
- pytest-forked * development
- accelerate ==0.10.0
- huggingface-hub ==0.7.0
- torch ==1.12.0