aphrodite-engine
PygmalionAI's large-scale inference engine (by PygmalionAI)
petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading (by bigscience-workshop)
aphrodite-engine | petals | |
---|---|---|
2 | 98 | |
596 | 8,730 | |
27.9% | 2.0% | |
9.7 | 8.3 | |
5 days ago | 18 days ago | |
Python | Python | |
GNU Affero General Public License v3.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
aphrodite-engine
Posts with mentions or reviews of aphrodite-engine.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-10-31.
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Using vLLM for Home Assistant. I need help getting any model to work. Can't get anything over 7B to run on a 3090.
Try out https://github.com/PygmalionAI/aphrodite-engine
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Mistral 7B,The complete Guide of the Best 7B model
If you want to host for the AI Horde, Aphrodite has the most GPU throughput, and Koboldcpp is the easiest and quite flexible:
https://github.com/PygmalionAI/aphrodite-engine
petals
Posts with mentions or reviews of petals.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-02-26.
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Mistral Large
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/
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Distributed Inference and Fine-Tuning of Large Language Models over the Internet
Can check out their project at https://github.com/bigscience-workshop/petals
- Make no mistake—AI is owned by Big Tech
- Would you donate computation and storage to help build an open source LLM?
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Run 70B LLM Inference on a Single 4GB GPU with This New Technique
There is already an implementation along the same line using the torrent architecture.
https://petals.dev/
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Run LLMs in bittorrent style
Check it out at Petals.dev. Chatbot
- Is distributed computing dying, or just fading into the background?
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Ask HN: Are there any projects currently exploring distributed AI training?
https://github.com/bigscience-workshop/petals
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Mistral 7B,The complete Guide of the Best 7B model
https://github.com/bigscience-workshop/petals
Inference only: https://lite.koboldai.net/
- Run LLMs at home, BitTorrent‑style