bigscience-workshop / petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Date Created 2022-06-12 (about a year ago)

Commits 508 (last one about a month ago)

Stargazers 8,771 (19 this week)

Watchers 88 (0 this week)

Forks 474

License mit

Ranking

RepositoryStats indexes 523,840 repositories, of these bigscience-workshop/petals is ranked #4,304 (99th percentile) for total stargazers, and #20,854 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #610/100,813.

bigscience-workshop/petals is also tagged with popular topics, for these it's ranked: deep-learning (#167/7720), machine-learning (#178/7264), pytorch (#85/5505), nlp (#39/2227), chatbot (#24/1027), gpt (#34/939), transformer (#15/896), large-language-models (#23/795), neural-networks (#21/668), distributed-systems (#28/512), llama (#19/411), llama2 (#11/222), pretrained-models (#8/192)

Other Information

bigscience-workshop/petals has 14 open pull requests on Github, 339 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 73 open issues and 113 closed issues.

There have been 11 releases, the latest one was published on 2023-09-06 (8 months ago) with the name v2.2.0: Falcon, macOS support, and more.

Homepage URL: https://petals.dev

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Github watchers over time, collection started in '23

Recent Commit History

508 commits on the default branch (main) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-05-31 @ 09:01pm, id: 502482803 / R_kgDOHfNHcw