bigscience-workshop / petals

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

Date Created 2022-06-12 (2 years ago)
Commits 522 (last one 7 months ago)
Stargazers 9,512 (5 this week)
Watchers 99 (0 this week)
Forks 548
License mit
Ranking

RepositoryStats indexes 632,768 repositories, of these bigscience-workshop/petals is ranked #4,497 (99th percentile) for total stargazers, and #18,237 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #678/129,079.

bigscience-workshop/petals is also tagged with popular topics, for these it's ranked: deep-learning (#177/8812),  machine-learning (#190/8405),  pytorch (#95/6216),  nlp (#45/2520),  chatbot (#33/1288),  gpt (#42/1234),  large-language-models (#30/1230),  transformer (#20/1074),  neural-networks (#20/758),  llama (#24/601),  distributed-systems (#31/578),  pretrained-models (#8/214)

Other Information

bigscience-workshop/petals has 19 open pull requests on Github, 350 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 90 open issues and 118 closed issues.

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

Homepage URL: https://petals.dev

Star History

Github stargazers over time

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Watcher History

Github watchers over time, collection started in '23

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Recent Commit History

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

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Yearly Commits

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Issue History

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Languages

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

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updated: 2025-03-27 @ 10:15pm, id: 502482803 / R_kgDOHfNHcw