🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading. This fork includes a token system to prioritize requests from peers.
active 2023-10-02 → 2026-08-11 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1045 days from 2023-10-02 to 2026-08-11. Pushes: 56 total, peak 7 in a day. Pull requests: 39 total, peak 5 in a day. Issues: 42 total, peak 3 in a day. Comments: 66 total, peak 7 in a day. Stars: 1,568 total, peak 19 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| justheuristic | 36 | 19 | 11 | 5 |
| mryab | 30 | 5 | 3 | 11 |
| borzunov | 21 | 7 | 6 | 5 |
| artek0chumak | 15 | 9 | 1 | 3 |
| xtinkt | 9 | 6 | 3 | 0 |
| dvmazur | 8 | 3 | 4 | 1 |
| Vahe1994 | 7 | 7 | 0 | 0 |
| daspartho | 5 | 0 | 0 | 5 |
| poedator | 5 | 0 | 1 | 3 |
| Qessia | 5 | 0 | 0 | 2 |
| CherukupalleNaveen | 4 | 0 | 0 | 1 |
| hsoftxl | 4 | 0 | 0 | 1 |
| Priyanshupareek | 3 | 0 | 0 | 1 |
| adnanbaqi | 3 | 0 | 0 | 2 |
| nrs-status | 3 | 0 | 0 | 1 |
| Rohit-03 | 3 | 0 | 0 | 0 |
| bulutthecat | 2 | 0 | 0 | 1 |
| jmikedupont2 | 2 | 0 | 2 | 0 |
| kyoungbinkim | 2 | 0 | 2 | 0 |
| pass-pass-pass | 2 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#226ravi1504952026-02-26 04:31[Feature Request] Direct server-server communication ("and then" clause)
- Issue comment#626jtzl2025-08-17 16:21Updating tutorial
- Pull request#626jtzl2025-08-17 16:20
- Pull request#623kyoungbinkim2025-07-21 23:17
- Pull request#623kyoungbinkim2025-05-08 02:40
- Issue comment#483echeloni112025-05-01 22:45How can we make this work long term?
- Issue comment#549SeekPoint2025-04-29 04:08Error when trying to launch private swarm using locally stored model
- Issue comment#622bulutthecat2025-03-05 02:09Vulkan compute backend support?
- Issue#622bulutthecat2025-03-05 01:54Vulkan compute backend support?
- Issue#621blazgocompany2025-02-13 00:04Private Petals Swarm with different networks?
- Issue#620hsoftxl2025-01-06 07:04does anyone run success on mac?
- Issue#618hsoftxl2025-01-06 04:03run llama failed (Apple M2 Ultra)
- Pull request#619jhancock19752025-01-01 18:40
- Issue comment#618hsoftxl2024-12-31 06:33run llama failed (Apple M2 Ultra)
- Issue#618hsoftxl2024-12-30 03:56run llama failed
- Issue#617adnanbaqi2024-12-08 10:50After, the latest update the health monitor is no longer working , nor in flask neither in docker
- Issue comment#562adnanbaqi2024-12-07 23:05Reachability issue while connecting to private swarm
- Issue#616asmit2032024-11-02 06:57Feature Request - Support For VLM's
- Issue#616asmit2032024-11-02 04:52Support For VLM's
- Issue#615valentimarco2024-10-27 19:04Create a bash script for the docker image
- Issue comment#609xloem2024-10-19 22:48Error using the local llama3.1 model
- Issue comment#614magejosh2024-09-29 07:46Performance improving chances in the future
- Issue#614oldcpple2024-09-27 02:31Performance improving chances in the future
- Issue#613andrew-morris-rgs2024-09-12 00:40Mac M3 Llama-3.1-405B crashing
- Pull request#612mandlinsarah2024-09-04 06:21
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 1,568 stars here means stars gained during the window, not the repo's star count.