Mesh-LLM/mesh-llm
- Total stars
- 3,993
- Today
- +0since 00:08 UTC
More actions
Distributed AI/LLM for the people. Share compute privately or publicly to power your agents and chat.
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About the project
Decentralized LLM serving system that pools GPUs and memory across machines and exposes them as one OpenAI-compatible API at localhost:9337. A model can run locally, route to a peer, or be split into layer stages across nodes.
Useful for
- Start the public mesh with mesh-llm serve --auto and get a local OpenAI API
- Run a private invite-token mesh serving Qwen3-8B for a team
- Serve a large dense model via Skippy stage splits across several machines
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of November 9, 2026, 02:18 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-11-09 (UTC), 00:08–02:14: 3993 → 3993 stars (+0). This is the change over that interval.
- Estimated end-of-day forecast: about +13 stars, using observed gains and the previous day.
- Interest is fading: the two-day pace is 39% of the previous week and a half.
Measured growth: the last 7 completed days
New stars over 7 days: 212. -11% versus the preceding 7 days.
Daily measurements · UTC
- November 2, 2026
- 80
- November 3, 2026
- 49
- November 4, 2026
- 29
- November 5, 2026
- 11
- November 6, 2026
- 8
- November 7, 2026
- 19
- November 8, 2026
- 16
Largest measured day in the last 30 days: 80 · November 2, 2026. Days with data: 30.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 9, 2026, 02:18 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 3,993
- Today
- +0 stars measured 2026-11-09, 00:08–02:14 UTC, ≈ 13 by evening
- Forks
- 502
- Issues and pull requests
- 2,883
- Watchers
- 22
- Language
- Rust
- License
- Apache-2.0
- Latest release
- v0.78.0-preview.40959817943.1 · October 30, 2026
- Created
- February 11, 2026
- Last push
- November 9, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- November 4, 2026GitHub Trending Rust today: #5, +86 stars
- November 3, 2026GitHub Trending Rust today: #5, +78 stars
- November 2, 2026GitHub Trending Rust today: #12, +43 stars
- November 1, 2026GitHub Trending Rust today: #12, +41 stars
- October 31, 2026GitHub Trending Rust today: #9, +38 stars
- October 30, 2026GitHub Trending Rust today: #9, +37 stars
- October 29, 2026GitHub Trending Rust today: #11, +50 stars
- September 25, 2026GitHub Trending Rust today: #13, +5 stars
- September 24, 2026GitHub Trending Rust today: #13, +4 stars
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/Mesh-LLM/mesh-llm)