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Top 6 volunteer-computing Open-Source Projects
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petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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hivemind
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
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chat.petals.dev
💬 Chatbot web app + HTTP and Websocket endpoints for LLM inference with the Petals client
So how long until we can do an open source Mistral Large?
We could make a start on Petals or some other open source distributed training network cluster possibly?
[0] https://petals.dev/
The only way I can foresee a cryptocoin actually holding value is if spending the coin meant spending processing cycles and RAM doing things like this:
https://en.wikipedia.org/wiki/List_of_volunteer_computing_pr...
But in more general sense, less like https://boinc.berkeley.edu/ and more like AWS...
It's the only way to have value, actually holding computing power in a distributed network.
https://github.com/learning-at-home/hivemind is also relevant
> The problem is that a stockfish based bot knows some very strong moves, but deliberately plays bad moves so it’s about the right skill level.
What are you basing this on? To me it seems like difficulty is set by limiting search depth/time: https://github.com/lichess-org/fishnet/blob/master/src/api.r...
ETA: https://chat.petals.dev
volunteer-computing related posts
- Bitcoin Block 840000
- You can now train a 70B language model at home
- Distributed Inference and Fine-Tuning of Large Language Models over the Internet
- Have you ever donated your computing power with BOINC? Take 5 minutes to fill out the 2023 BOINC Census!
- Berkeley Open Infrastructure for Network Computing
- Ask HN: What should I do with my leftover bandwidth?
- If you have a decent computer, you could contribute to science by installing Boinc. A couple of different projects are researching COVID cures.
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A note from our sponsor - InfluxDB
www.influxdata.com | 26 Apr 2024
Index
What are some of the best open-source volunteer-computing projects? This list will help you:
Project | Stars | |
---|---|---|
1 | petals | 8,661 |
2 | boinc | 1,916 |
3 | hivemind | 1,837 |
4 | fishnet | 691 |
5 | chat.petals.dev | 296 |
6 | boinc-server-docker | 122 |
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