Python volunteer-computing

Open-source Python projects categorized as volunteer-computing
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Top 4 Python volunteer-computing Projects

volunteer-computing

  1. petals

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

    Project mention: Serving AI from the Basement – 192GB of VRAM Setup | news.ycombinator.com | 2024-09-08

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  3. hivemind

    Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

    Project mention: You can now train a 70B language model at home | news.ycombinator.com | 2024-03-07

    https://github.com/learning-at-home/hivemind is also relevant

  4. AI-Horde

    A crowdsourced distributed cluster for AI art and text generation

  5. chat.petals.dev

    💬 Chatbot web app + HTTP and Websocket endpoints for LLM inference with the Petals client

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python volunteer-computing discussion

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Python volunteer-computing related posts

  • You can now train a 70B language model at home

    3 projects | news.ycombinator.com | 7 Mar 2024

  • Would anyone be interested in contributing to some group projects?

    4 projects | /r/learnmachinelearning | 24 Aug 2023

  • Hive mind:Train deep learning models on thousands of volunteers across the world

    1 project | news.ycombinator.com | 20 Jun 2023

  • Could a model not be trained by a decentralized network? Like Seti @ home or kinda-sorta like bitcoin. Petals accomplishes this somewhat, but if raw computer power is the only barrier to open-source I'd be happy to try organizing decentalized computing efforts

    2 projects | /r/LocalLLaMA | 17 Jun 2023

  • Orca (built on llama13b) looks like the new sheriff in town

    2 projects | /r/LocalLLaMA | 6 Jun 2023

  • TIL : about the game "Foldit", a puzzle game about protein folding. In 2011, its gamers helped decipher a protein of a HIV-like virus, solving a scientific problem that went unsolved for 15 years in as little as 10 days.

    5 projects | /r/todayilearned | 22 May 2023

  • Do you think that AI research will slow down to a halt because of regulation?

    1 project | /r/singularity | 21 May 2023
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Index

What are some of the best open-source volunteer-computing projects in Python? This list will help you:

# Project Stars
1 petals 9,366
2 hivemind 2,098
3 AI-Horde 1,127
4 chat.petals.dev 308

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