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DisTrO Alternatives
Similar projects and alternatives to DisTrO
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mycorrhiza
🍄📑 Filesystem and git-based wiki engine for the independent web written in Go and using Mycomarkup as its primary markup language.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better DisTrO alternative or higher similarity.
DisTrO discussion
DisTrO reviews and mentions
Posts with mentions or reviews of DisTrO.
We have used some of these posts to build our list of alternatives
and similar projects.
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Meta AI: "The Future of AI Is Open Source and Decentralized"
There are methods that make it feasible to train models over the internet. DiLoCo is one [1] and NousResearch has found a way to improve on that using a method they call DisTro [2].
1. https://arxiv.org/abs/2311.08105
2. https://github.com/NousResearch/DisTrO?tab=readme-ov-file
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Tesla's TTPoE at Hot Chips 2024: Replacing TCP for Low Latency Applications
Seems like Tesla could really benefit from this just released optimizer that reduces intra-GPU communication [0]. Disclaimer: The paper is rather fuzzy on the details, but the repo says paper and code are "coming soon".
[0] https://github.com/NousResearch/DisTrO/blob/main/A_Prelimina...
- Distributed Training over the Internet [pdf]
- DisTrO – a family of low latency distributed optimizers
- Preliminary Report on DisTrO (Distributed Training Over-the-Internet) [pdf]
- A Preliminary Report on DisTrO [pdf]
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