A python library for converting Pytorch modules into a circle model that is a lightweight and efficient representation in ONE designed for optimized on-device neural network inference.
active 2025-03-27 → 2026-08-18 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 510 days from 2025-03-27 to 2026-08-18. Pushes: 331 total, peak 15 in a day. Pull requests: 474 total, peak 15 in a day. Issues: 116 total, peak 5 in a day. Comments: 1,110 total, peak 43 in a day. Stars: 17 total, peak 6 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 |
|---|---|---|---|---|
| mhs4670go | 1.1K | 225 | 249 | 319 |
| dayo09 | 604 | 48 | 67 | 227 |
| jinevening | 429 | 39 | 58 | 158 |
| seockho-kim | 209 | 1 | 14 | 60 |
| stamalakhov | 159 | 0 | 28 | 71 |
| miusic | 137 | 7 | 8 | 44 |
| glistening | 117 | 0 | 5 | 60 |
| periannath | 92 | 0 | 13 | 44 |
| Seunghui98 | 75 | 0 | 0 | 25 |
| llFreetimell | 26 | 0 | 2 | 6 |
| shs-park | 25 | 0 | 0 | 5 |
| dvsav | 22 | 1 | 3 | 10 |
| zetwhite | 21 | 0 | 0 | 14 |
| Torrero | 17 | 0 | 3 | 6 |
| jaemini-shin | 9 | 0 | 0 | 6 |
| hritankarcode | 8 | 0 | 0 | 5 |
| mbencer | 8 | 0 | 1 | 6 |
| CMDR-DiTRay | 5 | 0 | 3 | 1 |
| hseok-oh | 5 | 1 | 2 | 2 |
| batcheu | 5 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Pull request#913mhs4670go2026-08-18 13:37
- Issue comment#897mhs4670go2026-08-14 01:19[quantization] Refactor the way gptq quantizer is moved
- Pull request#867mhs4670go2026-08-06 01:41
- Pull request#837mhs4670go2026-07-23 03:08
- Pull request#785mhs4670go2026-06-16 00:34
- Pull request#781mhs4670go2026-06-15 06:47
- Pull request#778mhs4670go2026-06-15 00:52
- Pull request#766dahlinPL2026-06-10 11:13
- Issue comment#764mhs4670go2026-06-09 12:16[quantization] Add Qwen3-VL vision SpinQuant support
- Pull request#737k-bankowski2026-05-30 05:49
- Pull request#748mhs4670go2026-05-29 05:18
- Issue#499mhs4670go2026-05-28 06:08[quantization] Quantization-Aware Shape Operation Folding
- Pull request#744mhs4670go2026-05-28 05:39
- Pull request#724mhs4670go2026-05-26 03:16
- Issue comment#695mhs4670go2026-05-21 00:14[quantization] Force tie embedding in example script
- Pull request#719mhs4670go2026-05-20 04:32
- Pull request#715mhs4670go2026-05-18 23:44
- Pull request#707mhs4670go2026-05-15 07:47
- Pull request#703stamalakhov2026-05-13 13:23
- Pull request#697mhs4670go2026-05-13 05:31
- Pull request#695mhs4670go2026-05-12 07:31
- Issue comment#695stamalakhov2026-05-12 06:41[quantization] Force tie embedding in example script
- Issue comment#695stamalakhov2026-05-12 06:21[quantization] Force tie embedding in example script
- Pull request#695mhs4670go2026-05-12 04:53
- Pull request#692mhs4670go2026-05-11 07:12
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 17 stars here means stars gained during the window, not the repo's star count.