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vforno
413karma·78submissions·May 18, 2026
recent activity (78 total)
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Thanks really thanks for support!
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Because everything stays local and latency is tiny, even modest always-on devices can contribute. A few Raspberry Pi 5s, old mini-PCs, or stronger IoT-style boards can each hold and run a handful of e…
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That’s one of the strongest use-cases.
On a local network (office, lab, home cluster) the RTT is a few milliseconds instead of 20-50 ms, so the expert-offloading becomes much more practical. You can s…
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Ho thanks for the comment.
Verification does not depend on temperature.
Expert execution is deterministic (pure matmul).
LUMABRI_VERIFY=N re-runs N% of the calls on a second replica and requires byte-…
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Thanks for the support!
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It’s a wonderful world because everyone has their own thoughts on how to handle various situations. I respect your point of view. Thank you very much for your time.
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Thanks for the comment. Extremely clear and detailed. To write this project, I researched a lot about methods and how peers should work compared to a server, as well as security concepts, which certai…
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Actually, no, in this case it would be possible that if other peers in the network give up processing or space you would have a speed that you wouldn't have as a single computer.
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Adding information for this type of project might make the readme seem overloaded with information, but the goal was to show each test and explain it as best as possible. I'll work on it, thank y…
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absolutely controls and other things will be part of everything for this type of project.
Thanks for the comment and the goal is definitely to improve it more and more.
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Thanks for this benchmark have you used the last commit?
We made some changes from mtp int 4 to much more! If you like, leave an issue so we can work on it! Thank you so much!
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Yes you can use ./coli chat
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Thanks for kind words!
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Maybe some from intel can read and we can try? :)
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Yes accurate!
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Really thanks!!
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Thanks We're working on it!
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I have a small laptop.
If you have more disks available, you could really do some testing.
When you have some benchmarks, submit a pull request or issue so we can maybe work on them.
We are really hap…
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We're working on it right now with a pull request that will also arrive for opencode!
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That's possibly a good idea! We can work on it!
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Thanks really thanks!