vforno

3 ms·

1. 1.▲
   by vforno 15d ago

   Hi everyone, I’m Vincenzo, the founder of Colibrì. Today, we are adding a new mode to Colibrì called "Brio," accessible via both the TUI and the web interface. We were all impressed by Jev and its potential, so I decided to create
2. 2.▲
   Brio mode in Colibri: Scoring a closed set instead of generating(github.com)

   1 points by vforno 15d ago|1 comments
3. 3.▲
   by vforno 24d ago

   Vurp means octopus in Taranto dialect
4. 4.▲
   Show HN: OpenVurp – An open-source alternative to Grok Bot(github.com)

   1 points by vforno 24d ago|1 comments
5. 5.▲
   Curie by colibrì: A 17B language model designed for SSD-backed inference [video](twitter.com)

   2 points by vforno 24d ago|0 comments
6. 6.▲
   by vforno 1mo ago

   Hi HN — I built openvurp because I was already using AI agents, but I couldn’t find a setup that made them fast and natural enough to use in my personal life. For a while I had been thinking about a “wallet” of agents: one place where I cou
7. 7.▲
   Show HN: Openvurp – A wallet of AI agents that use tools and consult each other(github.com)

   3 points by vforno 1mo ago|1 comments
8. 8.▲
   by vforno 2mo ago

   Thanks really thanks for support!
9. 9.▲
   by vforno 2mo ago

   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 experts. The protocol doesn’t care if the
10. 10.▲
    by vforno 2mo ago

    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 spread the experts across several cheaper
11. 11.▲
    by vforno 2mo ago

    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-identical output. Temperature (and sampl
12. 12.▲
    by vforno 2mo ago

    Thanks for the support!
13. 13.▲
    Show HN: Lumabri – Run Moe Models on a P2P Swarm with Colibri(github.com)

    48 points by vforno 2mo ago|19 comments
14. 14.▲
    by vforno 2mo ago

    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.
15. 15.▲
    by vforno 2mo ago

    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 certainly have more to add. The goal for this
16. 16.▲
    by vforno 2mo ago

    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.
17. 17.▲
    by vforno 2mo ago

    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 you very much.
18. 18.▲
    by vforno 2mo ago

    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.
19. 19.▲
    Show HN: Lumabri – What if LLMs worked like Napster?(github.com)

    9 points by vforno 2mo ago|10 comments
20. 20.▲
    by vforno 3mo ago

    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!
21. 21.▲
    by vforno 3mo ago

    Yes you can use ./coli chat
22. 22.▲
    by vforno 3mo ago

    Thanks for kind words!
23. 23.▲
    by vforno 3mo ago

    Maybe some from intel can read and we can try? :)
24. 24.▲
    by vforno 3mo ago

    Yes accurate!
25. 25.▲
    by vforno 3mo ago

    Really thanks!!
26. 26.▲
    by vforno 3mo ago

    Thanks We're working on it!
27. 27.▲
    by vforno 3mo ago

    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 happy for contribute!
28. 28.▲
    by vforno 3mo ago

    We're working on it right now with a pull request that will also arrive for opencode!
29. 29.▲
    by vforno 3mo ago

    That's possibly a good idea! We can work on it!
30. 30.▲
    by vforno 3mo ago

    Thanks really thanks!