diff --git "a/new-contributors-report.md" "b/new-contributors-report.md" --- "a/new-contributors-report.md" +++ "b/new-contributors-report.md" @@ -1,108 +1,107 @@ # New Contributor Report: huggingface/transformers -- Snapshot: `20260416T222012Z` -- Generated: `2026-04-16T22:58:43Z` +- Snapshot: `20260417T180542Z` +- Generated: `2026-04-17T18:22:44Z` - Activity window: `60d` -- Contributors: `376` +- Contributors: `374` ## Summary | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes | | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- | -| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5838d | `2026-01-21T16:52:29Z` | 74 | 6 | strong | moderate | low | extremely high recent PR volume; targets high-star repos | -| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2035d | `2025-03-19T10:58:02Z` | 74 | 0 | strong | low | low | high recent PR volume; targets high-star repos | -| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4937d | `2025-03-31T13:54:54Z` | 72 | 0 | strong | low | low | high recent PR volume; targets high-star repos | -| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1507d | `2024-09-26T09:23:39Z` | 65 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos | -| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3933d | `2025-06-20T09:58:55Z` | 58 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos | -| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2589d | `2023-02-24T14:13:29Z` | 43 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos | -| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-11-15T13:51:28Z` | 39 | 1 | strong | moderate | low | high recent PR volume; targets high-star repos | +| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 75 | 0 | strong | low | low | high recent PR volume; targets high-star repos | +| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 74 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos | +| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 72 | 0 | strong | low | low | high recent PR volume; targets high-star repos | +| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 67 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos | +| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 59 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos | +| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 43 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos | +| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 40 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos | | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 37 | 0 | strong | low | low | targets high-star repos | -| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1990d | `2025-08-26T12:13:50Z` | 36 | 1 | mixed | low | low | targets high-star repos | -| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2295d | `2025-01-06T17:52:26Z` | 34 | 1 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos | -| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1960d | `2025-09-17T20:29:13Z` | 31 | 20 | strong | low | low | targets high-star repos | -| `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3138d | `2024-10-21T07:08:47Z` | 27 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos | -| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3696d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume | -| `ManasVardhan` | [profile](https://github.com/ManasVardhan) | no | NONE | 2487d | `2026-02-15T11:10:48Z` | 22 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos | -| `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1977d | `2025-10-03T15:26:01Z` | 22 | 0 | strong | low | low | targets high-star repos | -| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1812d | `2026-01-13T09:15:18Z` | 19 | 0 | strong | low | low | targets high-star repos | -| `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2948d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos | -| `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 34d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | -| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1606d | `2025-01-20T12:27:19Z` | 16 | 0 | strong | low | low | targets high-star repos | -| `weiguangli-io` | [profile](https://github.com/weiguangli-io) | no | CONTRIBUTOR | 2229d | `2026-02-09T02:10:15Z` | 16 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos | -| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2691d | `2024-12-13T13:39:10Z` | 15 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos | -| `NielsRogge` | [profile](https://github.com/NielsRogge) | no | MEMBER | 2597d | `2022-02-21T10:02:38Z` | 15 | 3 | mixed | moderate | low | high recent PR volume | -| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2353d | `2025-07-04T08:41:29Z` | 15 | 2 | mixed | low | low | — | -| `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2995d | `2025-12-16T08:22:52Z` | 15 | 1 | strong | moderate | low | targets high-star repos | +| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 36 | 1 | mixed | low | low | targets high-star repos | +| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2025-01-06T17:52:26Z` | 34 | 1 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos | +| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 31 | 20 | strong | low | low | targets high-star repos | +| `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 27 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos | +| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume | +| `ManasVardhan` | [profile](https://github.com/ManasVardhan) | no | NONE | 2488d | `2026-02-15T11:10:48Z` | 22 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos | +| `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-10-03T15:26:01Z` | 22 | 0 | strong | low | low | targets high-star repos | +| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 19 | 0 | strong | low | low | targets high-star repos | +| `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos | +| `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | +| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 16 | 0 | strong | low | low | targets high-star repos | +| `weiguangli-io` | [profile](https://github.com/weiguangli-io) | no | CONTRIBUTOR | 2230d | `2026-02-09T02:10:15Z` | 16 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos | +| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 15 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos | +| `NielsRogge` | [profile](https://github.com/NielsRogge) | no | MEMBER | 2598d | `2022-02-21T10:02:38Z` | 15 | 3 | mixed | moderate | low | high recent PR volume | +| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 15 | 2 | strong | low | low | — | +| `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-12-16T08:22:52Z` | 15 | 1 | strong | moderate | low | targets high-star repos | | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3591d | `2025-08-14T10:03:14Z` | 14 | 2 | strong | low | low | high recent PR volume; targets high-star repos | -| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3364d | `2024-10-24T15:39:49Z` | 14 | 0 | strong | moderate | low | targets high-star repos | -| `omkar-334` | [profile](https://github.com/omkar-334) | no | CONTRIBUTOR | 2868d | `2025-12-12T17:57:18Z` | 14 | 0 | mixed | high | medium | high recent PR volume; broad repo spread | -| `Sai-Suraj-27` | [profile](https://github.com/Sai-Suraj-27) | no | CONTRIBUTOR | 1744d | `2026-01-23T17:10:04Z` | 14 | 0 | strong | low | low | targets high-star repos | -| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2624d | `2025-11-26T16:58:10Z` | 13 | 0 | mixed | low | low | high open PR share; targets high-star repos | +| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 14 | 0 | strong | moderate | low | targets high-star repos | +| `Sai-Suraj-27` | [profile](https://github.com/Sai-Suraj-27) | no | CONTRIBUTOR | 1745d | `2026-01-23T17:10:04Z` | 14 | 0 | strong | low | low | targets high-star repos | +| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 13 | 0 | mixed | low | low | high open PR share; targets high-star repos | +| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 13 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos | | `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | -| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1413d | `2026-01-08T18:13:10Z` | 12 | 0 | strong | moderate | low | — | -| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 12 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos | -| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1395d | `2024-03-21T04:37:45Z` | 11 | 4 | strong | moderate | low | high recent PR volume | +| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 12 | 0 | strong | moderate | low | — | +| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 11 | 4 | strong | moderate | low | high recent PR volume | | `dario-fumarola` | [profile](https://github.com/dario-fumarola) | no | NONE | 1750d | `2026-02-18T21:12:22Z` | 9 | 0 | weak | high | low | broad repo spread; many recent closed-unmerged PRs; targets high-star repos | -| `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4682d | `2025-07-25T12:59:52Z` | 9 | 0 | mixed | low | low | — | +| `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4683d | `2025-07-25T12:59:52Z` | 9 | 0 | mixed | low | low | — | | `fumadari` | [profile](https://github.com/fumadari) | no | NONE | 836d | `2026-02-17T17:20:50Z` | 9 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos | | `danielalanbates` | [profile](https://github.com/danielalanbates) | no | NONE | 338d | `2026-02-21T04:32:30Z` | 8 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `s-zx` | [profile](https://github.com/s-zx) | no | NONE | 2020d | `2026-03-08T19:38:00Z` | 8 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos | | `hkc5` | [profile](https://github.com/hkc5) | no | NONE | 973d | `2026-03-19T12:33:00Z` | 7 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos | -| `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5680d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume | +| `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5681d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume | | `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5708d | `2024-10-17T15:17:05Z` | 7 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos | | `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2626d | `2025-12-10T12:31:18Z` | 6 | 2 | strong | moderate | low | targets high-star repos | -| `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2569d | `2026-02-25T22:23:20Z` | 6 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos | -| `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1647d | `2026-01-27T10:34:17Z` | 6 | 0 | mixed | moderate | low | targets high-star repos | -| `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4256d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos | -| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3176d | `2024-08-30T13:38:48Z` | 5 | 2 | mixed | low | low | targets high-star repos | +| `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2570d | `2026-02-25T22:23:20Z` | 6 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos | +| `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 6 | 0 | mixed | moderate | low | targets high-star repos | +| `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos | +| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2024-08-30T13:38:48Z` | 5 | 2 | mixed | low | low | targets high-star repos | | `aman-coder03` | [profile](https://github.com/aman-coder03) | no | FIRST_TIME_CONTRIBUTOR | 785d | `2026-02-16T15:14:20Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share | -| `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3497d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | -| `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1175d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | +| `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3498d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | +| `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1176d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5651d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread | | `sxu75374` | [profile](https://github.com/sxu75374) | no | NONE | 2026d | `2026-02-27T04:48:08Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos | -| `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5037d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — | -| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3838d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos | +| `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — | +| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos | | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 358d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos | | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable | | `manavshrivastavagit` | [profile](https://github.com/manavshrivastavagit) | no | NONE | 4699d | `2026-02-24T20:35:18Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 66d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos | +| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 67d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos | | `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2912d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos | | `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5412d | `2026-03-12T13:32:25Z` | 4 | 0 | mixed | low | low | high open PR share; targets high-star repos | | `Zephyr-Blessed` | [profile](https://github.com/Zephyr-Blessed) | no | FIRST_TIME_CONTRIBUTOR | 63d | `2026-02-17T11:04:52Z` | 4 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | +| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 3 | 2 | weak | low | low | targets high-star repos | +| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 3 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars | | `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos | -| `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 507d | `2026-03-22T17:27:20Z` | 3 | 0 | mixed | high | low | high recent PR volume; broad repo spread | +| `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 3 | 0 | mixed | high | low | high recent PR volume; broad repo spread | | `jayakumarpujar` | [profile](https://github.com/jayakumarpujar) | no | NONE | 2663d | `2026-03-01T01:47:44Z` | 3 | 0 | mixed | low | low | — | -| `jnMetaCode` | [profile](https://github.com/jnMetaCode) | no | CONTRIBUTOR | 4010d | `2026-03-08T09:21:22Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; targets high-star repos | -| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2851d | `2026-03-13T10:24:11Z` | 3 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos | +| `jnMetaCode` | [profile](https://github.com/jnMetaCode) | no | CONTRIBUTOR | 4011d | `2026-03-08T09:21:22Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; targets high-star repos | +| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 3 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos | | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | CONTRIBUTOR | 1229d | `2026-03-27T02:44:21Z` | 3 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | -| `matisgagneux21` | [profile](https://github.com/matisgagneux21) | no | CONTRIBUTOR | 52d | `2026-02-23T00:10:48Z` | 3 | 0 | mixed | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | +| `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | CONTRIBUTOR | 1230d | `2026-03-27T02:44:21Z` | 3 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | +| `matisgagneux21` | [profile](https://github.com/matisgagneux21) | no | CONTRIBUTOR | 53d | `2026-02-23T00:10:48Z` | 3 | 0 | mixed | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `onel` | [profile](https://github.com/onel) | no | NONE | 5050d | `2026-02-26T22:44:41Z` | 3 | 0 | mixed | moderate | low | many recent closed-unmerged PRs | | `paipeline` | [profile](https://github.com/paipeline) | no | NONE | 1791d | `2026-02-22T14:37:25Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos | | `saivedant169` | [profile](https://github.com/saivedant169) | no | NONE | 1712d | `2026-03-14T16:47:42Z` | 3 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos | | `tirth8205` | [profile](https://github.com/tirth8205) | no | NONE | 2095d | `2026-02-17T23:31:31Z` | 3 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos | -| `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1465d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos | +| `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos | | `engmohamedsalah` | [profile](https://github.com/engmohamedsalah) | no | NONE | 4744d | `2026-01-10T13:15:19Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2389d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos | -| `redpanda1995` | [profile](https://github.com/redpanda1995) | no | FIRST_TIME_CONTRIBUTOR | 101d | `2026-02-07T19:04:11Z` | 4 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos | -| `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2073d | `2025-12-23T11:18:14Z` | 4 | 0 | mixed | moderate | low | targets high-star repos | -| `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3316d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos | +| `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos | +| `redpanda1995` | [profile](https://github.com/redpanda1995) | no | FIRST_TIME_CONTRIBUTOR | 102d | `2026-02-07T19:04:11Z` | 4 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos | +| `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 4 | 0 | mixed | moderate | low | targets high-star repos | +| `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3317d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos | | `gabe-l-hart` | [profile](https://github.com/gabe-l-hart) | no | CONTRIBUTOR | 5241d | `2026-02-04T17:55:19Z` | 3 | 1 | strong | high | low | broad repo spread | | `preetam1407` | [profile](https://github.com/preetam1407) | no | CONTRIBUTOR | 1939d | `2026-02-14T12:44:18Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2049d | `2026-03-04T00:51:26Z` | 2 | 2 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `w4nderlust` | [profile](https://github.com/w4nderlust) | no | CONTRIBUTOR | 5739d | `2026-04-03T04:55:51Z` | 2 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos | +| `w4nderlust` | [profile](https://github.com/w4nderlust) | no | CONTRIBUTOR | 5740d | `2026-04-03T04:55:51Z` | 2 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos | | `ionut-anghelina` | [profile](https://github.com/ionut-anghelina) | no | FIRST_TIME_CONTRIBUTOR | 556d | `2026-03-30T08:23:07Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos | -| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 829d | `2026-03-25T14:55:10Z` | 2 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars | | `23atharvaS` | [profile](https://github.com/23atharvaS) | no | FIRST_TIME_CONTRIBUTOR | 161d | `2026-02-17T05:25:26Z` | 2 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | | `Aftabbs` | [profile](https://github.com/Aftabbs) | no | NONE | 1318d | `2026-04-12T08:48:26Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos | | `akhilc08` | [profile](https://github.com/akhilc08) | no | NONE | 403d | `2026-04-03T17:43:21Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos | | `akintunero` | [profile](https://github.com/akintunero) | no | CONTRIBUTOR | 3950d | `2026-03-30T13:48:47Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos | | `albertorkive` | [profile](https://github.com/albertorkive) | no | FIRST_TIME_CONTRIBUTOR | 698d | `2026-04-12T17:02:14Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars | | `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 2 | 0 | mixed | moderate | low | high open PR share; targets high-star repos | -| `asuryateja` | [profile](https://github.com/asuryateja) | no | CONTRIBUTOR | 1715d | `2026-03-26T21:05:17Z` | 2 | 0 | mixed | moderate | low | high open PR share | -| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4500d | `2024-10-17T11:56:32Z` | 2 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos | -| `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3610d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread | +| `asuryateja` | [profile](https://github.com/asuryateja) | no | CONTRIBUTOR | 1716d | `2026-03-26T21:05:17Z` | 2 | 0 | mixed | moderate | low | high open PR share | +| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 2 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos | +| `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread | | `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos | | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos | @@ -112,56 +111,56 @@ | `FaizanImran-blip` | [profile](https://github.com/FaizanImran-blip) | no | FIRST_TIME_CONTRIBUTOR | 393d | `2026-03-30T19:10:48Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos | | `guoyangzhen` | [profile](https://github.com/guoyangzhen) | no | NONE | 2589d | `2026-03-20T13:03:54Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | | `haosenwang1018` | [profile](https://github.com/haosenwang1018) | no | NONE | 725d | `2026-02-26T00:58:35Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share | -| `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2868d | `2026-03-14T18:33:53Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | +| `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2869d | `2026-03-14T18:33:53Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | | `hijingsong` | [profile](https://github.com/hijingsong) | no | FIRST_TIME_CONTRIBUTOR | 24d | `2026-04-11T16:23:48Z` | 2 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos | -| `Jah-yee` | [profile](https://github.com/Jah-yee) | yes | NONE | 736d | `2026-04-16T00:55:40Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | +| `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 736d | `2026-04-16T00:55:40Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | | `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5838d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `KartikPawade` | [profile](https://github.com/KartikPawade) | no | CONTRIBUTOR | 1842d | `2026-03-06T18:49:59Z` | 2 | 0 | mixed | moderate | low | targets high-star repos | -| `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2225d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos | +| `KartikPawade` | [profile](https://github.com/KartikPawade) | no | CONTRIBUTOR | 1843d | `2026-03-06T18:49:59Z` | 2 | 0 | mixed | moderate | low | targets high-star repos | +| `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2226d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos | | `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1632d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | | `kmbhattt-aws` | [profile](https://github.com/kmbhattt-aws) | no | FIRST_TIME_CONTRIBUTOR | 37d | `2026-03-11T01:01:18Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos | | `knQzx` | [profile](https://github.com/knQzx) | no | FIRST_TIME_CONTRIBUTOR | 1956d | `2026-03-28T16:37:49Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share | | `Kokonico` | [profile](https://github.com/Kokonico) | no | NONE | 1566d | `2026-02-27T19:30:30Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `kushalkkb` | [profile](https://github.com/kushalkkb) | no | NONE | 1041d | `2026-03-06T17:24:10Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `leopold-tzafon` | [profile](https://github.com/leopold-tzafon) | no | CONTRIBUTOR | 451d | `2026-02-19T15:45:13Z` | 2 | 0 | strong | low | low | targets high-star repos | -| `mario-sanz` | [profile](https://github.com/mario-sanz) | no | CONTRIBUTOR | 2021d | `2026-02-24T13:54:30Z` | 2 | 0 | weak | low | low | targets high-star repos | +| `mario-sanz` | [profile](https://github.com/mario-sanz) | no | CONTRIBUTOR | 2022d | `2026-02-24T13:54:30Z` | 2 | 0 | weak | low | low | targets high-star repos | | `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos | -| `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | no | CONTRIBUTOR | 314d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos | +| `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | no | CONTRIBUTOR | 315d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos | | `MaybeSam05` | [profile](https://github.com/MaybeSam05) | no | FIRST_TIME_CONTRIBUTOR | 2114d | `2026-03-11T22:52:23Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos | -| `mmahjoub5` | [profile](https://github.com/mmahjoub5) | no | FIRST_TIME_CONTRIBUTOR | 2407d | `2026-02-15T04:01:26Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `onwp` | [profile](https://github.com/onwp) | no | CONTRIBUTOR | 2575d | `2026-04-01T05:05:40Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos | +| `onwp` | [profile](https://github.com/onwp) | no | CONTRIBUTOR | 2575d | `2026-04-01T05:05:40Z` | 2 | 0 | mixed | high | low | broad repo spread; high open PR share; targets high-star repos | | `osman-akkawi` | [profile](https://github.com/osman-akkawi) | no | NONE | 825d | `2026-03-27T17:04:14Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `philippguevorguian` | [profile](https://github.com/philippguevorguian) | no | NONE | 1996d | `2025-10-10T14:52:07Z` | 2 | 0 | mixed | low | low | — | -| `r266-tech` | [profile](https://github.com/r266-tech) | no | CONTRIBUTOR | 205d | `2026-03-22T17:28:57Z` | 2 | 0 | weak | very high | medium | young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | +| `r266-tech` | [profile](https://github.com/r266-tech) | no | CONTRIBUTOR | 206d | `2026-03-22T17:28:57Z` | 2 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | | `rtrompier` | [profile](https://github.com/rtrompier) | no | MEMBER | 4939d | `2026-04-15T08:26:45Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share | -| `saslifat-gif` | [profile](https://github.com/saslifat-gif) | no | FIRST_TIME_CONTRIBUTOR | 228d | `2026-04-02T14:08:15Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos | +| `saslifat-gif` | [profile](https://github.com/saslifat-gif) | no | CONTRIBUTOR | 228d | `2026-04-02T14:08:15Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos | | `sdharani91` | [profile](https://github.com/sdharani91) | no | FIRST_TIME_CONTRIBUTOR | 3365d | `2026-03-18T05:45:40Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos | -| `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3717d | `2026-03-19T10:22:40Z` | 2 | 0 | strong | moderate | low | targets high-star repos | +| `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 2 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos | | `sharziki` | [profile](https://github.com/sharziki) | no | CONTRIBUTOR | 1559d | `2026-04-11T02:31:44Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos | | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | FIRST_TIME_CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos | | `thakoreh` | [profile](https://github.com/thakoreh) | no | NONE | 2947d | `2026-02-23T21:27:09Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos | | `tonglei19961121` | [profile](https://github.com/tonglei19961121) | no | NONE | 2272d | `2026-02-27T11:44:01Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3478d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread | -| `tysoncung` | [profile](https://github.com/tysoncung) | no | CONTRIBUTOR | 2697d | `2026-02-17T02:03:30Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos | -| `umbilnm` | [profile](https://github.com/umbilnm) | no | CONTRIBUTOR | 1636d | `2026-03-08T19:38:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos | +| `tysoncung` | [profile](https://github.com/tysoncung) | no | CONTRIBUTOR | 2698d | `2026-02-17T02:03:30Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos | +| `umbilnm` | [profile](https://github.com/umbilnm) | no | CONTRIBUTOR | 1637d | `2026-03-08T19:38:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos | | `UsamaKenway` | [profile](https://github.com/UsamaKenway) | no | FIRST_TIME_CONTRIBUTOR | 2385d | `2026-04-07T18:39:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1757d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos | +| `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos | | `yunhaoli24` | [profile](https://github.com/yunhaoli24) | no | NONE | 2225d | `2026-03-12T04:46:19Z` | 2 | 0 | weak | moderate | low | targets high-star repos | -| `jp1924` | [profile](https://github.com/jp1924) | no | CONTRIBUTOR | 1632d | `2024-10-22T01:33:27Z` | 13 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `ydshieh2` | [profile](https://github.com/ydshieh2) | no | CONTRIBUTOR | 562d | `2025-06-12T08:51:40Z` | 6 | 0 | strong | low | low | no visible non-self stars; targets high-star repos | -| `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2872d | `2024-06-13T14:13:17Z` | 5 | 1 | strong | low | low | targets high-star repos | -| `Deep-unlearning` | [profile](https://github.com/Deep-unlearning) | no | MEMBER | 2323d | `2024-12-11T18:43:56Z` | 5 | 0 | strong | low | low | — | -| `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 976d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume | -| `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3338d | `2026-01-08T16:47:50Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos | -| `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2803d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — | -| `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5826d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos | -| `Olexandr88` | [profile](https://github.com/Olexandr88) | no | CONTRIBUTOR | 1621d | `2025-12-26T13:28:31Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share | +| `jp1924` | [profile](https://github.com/jp1924) | no | CONTRIBUTOR | 1633d | `2024-10-22T01:33:27Z` | 13 | 0 | weak | low | low | high open PR share; targets high-star repos | +| `ydshieh2` | [profile](https://github.com/ydshieh2) | no | CONTRIBUTOR | 563d | `2025-06-12T08:51:40Z` | 6 | 0 | strong | low | low | no visible non-self stars; targets high-star repos | +| `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2873d | `2024-06-13T14:13:17Z` | 5 | 1 | strong | low | low | targets high-star repos | +| `Deep-unlearning` | [profile](https://github.com/Deep-unlearning) | no | MEMBER | 2324d | `2024-12-11T18:43:56Z` | 5 | 0 | strong | low | low | — | +| `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume | +| `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos | +| `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — | +| `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos | +| `Olexandr88` | [profile](https://github.com/Olexandr88) | no | CONTRIBUTOR | 1622d | `2025-12-26T13:28:31Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share | | `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos | -| `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3056d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | targets high-star repos | +| `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3057d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | targets high-star repos | | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4657d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4208d | `2025-11-26T16:41:09Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | +| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4209d | `2025-11-26T16:41:09Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `lmaksym` | [profile](https://github.com/lmaksym) | no | FIRST_TIME_CONTRIBUTOR | 4113d | `2026-01-19T22:09:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos | -| `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3756d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos | +| `mmahjoub5` | [profile](https://github.com/mmahjoub5) | no | FIRST_TIME_CONTRIBUTOR | 2407d | `2026-02-15T04:01:26Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos | +| `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos | | `pragnyanramtha` | [profile](https://github.com/pragnyanramtha) | no | FIRST_TIME_CONTRIBUTOR | 448d | `2026-02-08T09:24:35Z` | 2 | 0 | mixed | moderate | low | — | | `Siddhartha7340` | [profile](https://github.com/Siddhartha7340) | no | FIRST_TIME_CONTRIBUTOR | 1477d | `2026-01-17T05:16:36Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos | | `vasanthrpjan1-boop` | [profile](https://github.com/vasanthrpjan1-boop) | no | CONTRIBUTOR | 254d | `2026-02-08T14:25:35Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos | @@ -169,43 +168,43 @@ | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos | | `bigshanedogg` | [profile](https://github.com/bigshanedogg) | no | FIRST_TIME_CONTRIBUTOR | 3673d | `2026-03-23T19:34:30Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos | | `ouroborosscr` | [profile](https://github.com/ouroborosscr) | no | FIRST_TIMER | 1967d | `2026-03-21T15:38:54Z` | 1 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `abhijeet-dhumal` | [profile](https://github.com/abhijeet-dhumal) | no | CONTRIBUTOR | 1788d | `2026-03-06T07:07:19Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars | -| `ainergiz` | [profile](https://github.com/ainergiz) | no | CONTRIBUTOR | 876d | `2026-02-21T20:56:04Z` | 1 | 1 | strong | low | low | targets high-star repos | -| `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2180d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos | +| `abhijeet-dhumal` | [profile](https://github.com/abhijeet-dhumal) | no | CONTRIBUTOR | 1789d | `2026-03-06T07:07:19Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars | +| `ainergiz` | [profile](https://github.com/ainergiz) | no | CONTRIBUTOR | 877d | `2026-02-21T20:56:04Z` | 1 | 1 | strong | low | low | targets high-star repos | +| `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2181d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos | | `Anakintano` | [profile](https://github.com/Anakintano) | no | FIRST_TIME_CONTRIBUTOR | 1146d | `2026-03-09T07:54:58Z` | 1 | 1 | mixed | moderate | low | — | | `andylizf` | [profile](https://github.com/andylizf) | no | FIRST_TIME_CONTRIBUTOR | 3277d | `2026-03-24T04:53:11Z` | 1 | 1 | strong | moderate | low | targets high-star repos | -| `BSchilperoort` | [profile](https://github.com/BSchilperoort) | no | NONE | 4009d | `2026-03-18T11:08:09Z` | 1 | 1 | strong | low | low | — | -| `Butanium` | [profile](https://github.com/Butanium) | no | CONTRIBUTOR | 2395d | `2026-03-25T01:39:23Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread | +| `BSchilperoort` | [profile](https://github.com/BSchilperoort) | no | NONE | 4010d | `2026-03-18T11:08:09Z` | 1 | 1 | strong | low | low | — | +| `Butanium` | [profile](https://github.com/Butanium) | no | CONTRIBUTOR | 2396d | `2026-03-25T01:39:23Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread | | `caiovicentino` | [profile](https://github.com/caiovicentino) | no | NONE | 470d | `2026-04-03T01:52:14Z` | 1 | 1 | weak | low | low | — | | `cjkindel` | [profile](https://github.com/cjkindel) | no | NONE | 4189d | `2026-03-24T21:01:11Z` | 1 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread | -| `danielquintas8` | [profile](https://github.com/danielquintas8) | no | CONTRIBUTOR | 2019d | `2026-03-30T16:23:11Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos | +| `danielquintas8` | [profile](https://github.com/danielquintas8) | no | CONTRIBUTOR | 2020d | `2026-03-30T16:23:11Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos | | `DogWala` | [profile](https://github.com/DogWala) | no | FIRST_TIME_CONTRIBUTOR | 1331d | `2026-03-12T15:47:16Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos | | `dtiourine` | [profile](https://github.com/dtiourine) | no | FIRST_TIME_CONTRIBUTOR | 1367d | `2026-02-17T18:52:49Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos | | `florian6973` | [profile](https://github.com/florian6973) | no | CONTRIBUTOR | 2050d | `2026-04-07T23:31:43Z` | 1 | 1 | strong | low | low | targets high-star repos | | `Fr0do` | [profile](https://github.com/Fr0do) | no | CONTRIBUTOR | 3916d | `2026-03-27T19:19:16Z` | 1 | 1 | mixed | low | low | — | | `gh-wf` | [profile](https://github.com/gh-wf) | no | NONE | 1335d | `2026-03-19T15:13:12Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `HallerPatrick` | [profile](https://github.com/HallerPatrick) | no | CONTRIBUTOR | 3474d | `2026-03-31T14:44:05Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `HanFa` | [profile](https://github.com/HanFa) | no | CONTRIBUTOR | 3536d | `2026-03-29T04:06:21Z` | 1 | 1 | mixed | low | low | targets high-star repos | +| `HanFa` | [profile](https://github.com/HanFa) | no | CONTRIBUTOR | 3537d | `2026-03-29T04:06:21Z` | 1 | 1 | mixed | low | low | targets high-star repos | | `inisis` | [profile](https://github.com/inisis) | no | CONTRIBUTOR | 2670d | `2026-03-24T02:42:32Z` | 1 | 1 | strong | low | low | — | | `IvanFan-Van` | [profile](https://github.com/IvanFan-Van) | no | FIRST_TIME_CONTRIBUTOR | 1546d | `2026-03-20T04:29:57Z` | 1 | 1 | strong | low | low | — | | `jesperschlegel` | [profile](https://github.com/jesperschlegel) | no | FIRST_TIME_CONTRIBUTOR | 3705d | `2026-04-07T17:51:38Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos | | `jmriosal` | [profile](https://github.com/jmriosal) | no | FIRST_TIMER | 358d | `2026-02-22T20:14:10Z` | 1 | 1 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos | | `josh-kean` | [profile](https://github.com/josh-kean) | no | FIRST_TIME_CONTRIBUTOR | 2847d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos | -| `lhallee` | [profile](https://github.com/lhallee) | no | CONTRIBUTOR | 2009d | `2026-02-19T21:33:16Z` | 1 | 1 | strong | moderate | low | — | -| `linfeng-du` | [profile](https://github.com/linfeng-du) | no | CONTRIBUTOR | 3030d | `2026-02-27T02:57:03Z` | 1 | 1 | strong | low | low | targets high-star repos | -| `m-matthias` | [profile](https://github.com/m-matthias) | no | CONTRIBUTOR | 3767d | `2026-03-19T12:56:22Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos | -| `mango766` | [profile](https://github.com/mango766) | no | CONTRIBUTOR | 1771d | `2026-03-16T04:08:09Z` | 1 | 1 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | +| `lhallee` | [profile](https://github.com/lhallee) | no | CONTRIBUTOR | 2010d | `2026-02-19T21:33:16Z` | 1 | 1 | strong | moderate | low | — | +| `linfeng-du` | [profile](https://github.com/linfeng-du) | no | CONTRIBUTOR | 3031d | `2026-02-27T02:57:03Z` | 1 | 1 | strong | low | low | targets high-star repos | +| `m-matthias` | [profile](https://github.com/m-matthias) | no | CONTRIBUTOR | 3768d | `2026-03-19T12:56:22Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos | +| `mango766` | [profile](https://github.com/mango766) | no | CONTRIBUTOR | 1772d | `2026-03-16T04:08:09Z` | 1 | 1 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | | `masoudpz` | [profile](https://github.com/masoudpz) | no | FIRST_TIME_CONTRIBUTOR | 4678d | `2026-04-02T00:31:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos | -| `medhakimbedhief` | [profile](https://github.com/medhakimbedhief) | no | CONTRIBUTOR | 2240d | `2026-03-03T03:19:25Z` | 1 | 1 | strong | low | low | targets high-star repos | +| `medhakimbedhief` | [profile](https://github.com/medhakimbedhief) | no | CONTRIBUTOR | 2241d | `2026-03-03T03:19:25Z` | 1 | 1 | strong | low | low | targets high-star repos | | `michalrzak` | [profile](https://github.com/michalrzak) | no | FIRST_TIME_CONTRIBUTOR | 2142d | `2026-03-11T16:42:30Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos | -| `ntenenz` | [profile](https://github.com/ntenenz) | no | CONTRIBUTOR | 4266d | `2026-03-13T20:09:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | +| `ntenenz` | [profile](https://github.com/ntenenz) | no | CONTRIBUTOR | 4267d | `2026-03-13T20:09:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | | `rabbierabbie` | [profile](https://github.com/rabbierabbie) | no | NONE | 778d | `2026-03-10T14:40:08Z` | 1 | 1 | mixed | moderate | low | — | | `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1430d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos | | `rpathade` | [profile](https://github.com/rpathade) | no | FIRST_TIME_CONTRIBUTOR | 2005d | `2026-03-29T22:46:13Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos | | `ShahVandit` | [profile](https://github.com/ShahVandit) | no | FIRST_TIME_CONTRIBUTOR | 1886d | `2026-02-02T02:33:32Z` | 1 | 1 | mixed | low | low | no visible non-self stars | | `stuckvgn` | [profile](https://github.com/stuckvgn) | no | NONE | 1146d | `2026-02-25T14:03:32Z` | 1 | 1 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread | | `syncdoth` | [profile](https://github.com/syncdoth) | no | FIRST_TIME_CONTRIBUTOR | 2690d | `2026-03-21T06:05:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos | -| `zhulinchng` | [profile](https://github.com/zhulinchng) | no | CONTRIBUTOR | 3428d | `2026-03-19T01:40:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | +| `zhulinchng` | [profile](https://github.com/zhulinchng) | no | CONTRIBUTOR | 3429d | `2026-03-19T01:40:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | | `ZSLsherly` | [profile](https://github.com/ZSLsherly) | no | FIRST_TIMER | 975d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `zzc0430` | [profile](https://github.com/zzc0430) | no | NONE | 2338d | `2026-02-27T10:52:57Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `04cb` | [profile](https://github.com/04cb) | no | NONE | 1334d | `2026-03-07T05:36:25Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs | @@ -215,35 +214,35 @@ | `aashirpersonal` | [profile](https://github.com/aashirpersonal) | no | NONE | 957d | `2026-03-15T16:52:03Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `Aatman09` | [profile](https://github.com/Aatman09) | no | FIRST_TIME_CONTRIBUTOR | 903d | `2026-02-14T03:19:57Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `aayushbaluni` | [profile](https://github.com/aayushbaluni) | no | NONE | 1999d | `2026-03-17T17:20:35Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos | -| `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5074d | `2026-04-08T22:36:08Z` | 1 | 0 | mixed | moderate | low | high recent PR volume | -| `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2636d | `2026-02-26T17:57:16Z` | 1 | 0 | strong | low | low | high recent PR volume | +| `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5075d | `2026-04-08T22:36:08Z` | 1 | 0 | mixed | moderate | low | high recent PR volume | +| `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2637d | `2026-02-26T17:57:16Z` | 1 | 0 | strong | low | low | high recent PR volume | | `adityuhkapoor` | [profile](https://github.com/adityuhkapoor) | no | NONE | 2825d | `2026-02-18T06:35:09Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | | `agentspan` | [profile](https://github.com/agentspan) | no | NONE | 15d | `2026-04-08T08:40:08Z` | 1 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | | `ai-man-codes` | [profile](https://github.com/ai-man-codes) | no | FIRST_TIME_CONTRIBUTOR | 560d | `2026-03-20T17:48:23Z` | 1 | 0 | mixed | moderate | low | targets high-star repos | | `ajmeese7` | [profile](https://github.com/ajmeese7) | no | NONE | 3686d | `2026-03-15T19:56:44Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share | | `AkshajKashyap` | [profile](https://github.com/AkshajKashyap) | no | FIRST_TIME_CONTRIBUTOR | 873d | `2026-03-25T00:11:43Z` | 1 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos | | `Akshay404error` | [profile](https://github.com/Akshay404error) | no | FIRST_TIMER | 592d | `2026-03-27T08:33:01Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `alexandercarruthers` | [profile](https://github.com/alexandercarruthers) | no | CONTRIBUTOR | 2600d | `2026-02-22T18:02:43Z` | 1 | 0 | n/a | low | low | no visible non-self stars | +| `alexandercarruthers` | [profile](https://github.com/alexandercarruthers) | no | CONTRIBUTOR | 2601d | `2026-02-22T18:02:43Z` | 1 | 0 | n/a | low | low | no visible non-self stars | | `alexmalyshev` | [profile](https://github.com/alexmalyshev) | no | CONTRIBUTOR | 5538d | `2026-02-20T04:47:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `alvarobartt` | [profile](https://github.com/alvarobartt) | no | MEMBER | 2974d | `2026-02-23T15:25:47Z` | 1 | 0 | strong | moderate | low | high recent PR volume | +| `alvarobartt` | [profile](https://github.com/alvarobartt) | no | MEMBER | 2975d | `2026-02-23T15:25:47Z` | 1 | 0 | strong | moderate | low | high recent PR volume | | `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — | -| `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 148d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars | +| `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 149d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars | | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs | | `ArivunidhiA` | [profile](https://github.com/ArivunidhiA) | no | FIRST_TIME_CONTRIBUTOR | 831d | `2026-02-17T07:18:00Z` | 1 | 0 | mixed | moderate | low | no visible non-self stars; targets high-star repos | -| `AutumnAurelium` | [profile](https://github.com/AutumnAurelium) | no | CONTRIBUTOR | 1724d | `2026-02-17T01:07:13Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos | +| `AutumnAurelium` | [profile](https://github.com/AutumnAurelium) | no | CONTRIBUTOR | 1725d | `2026-02-17T01:07:13Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos | | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume | -| `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1729d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos | -| `balak4` | [profile](https://github.com/balak4) | no | CONTRIBUTOR | 2769d | `2026-02-25T01:40:57Z` | 1 | 0 | strong | moderate | low | — | +| `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos | +| `balak4` | [profile](https://github.com/balak4) | no | CONTRIBUTOR | 2770d | `2026-02-25T01:40:57Z` | 1 | 0 | strong | moderate | low | — | | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs | -| `balvisio` | [profile](https://github.com/balvisio) | no | CONTRIBUTOR | 5038d | `2026-02-19T02:58:50Z` | 1 | 0 | mixed | moderate | low | — | +| `balvisio` | [profile](https://github.com/balvisio) | no | CONTRIBUTOR | 5039d | `2026-02-19T02:58:50Z` | 1 | 0 | mixed | moderate | low | — | | `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — | | `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | NONE | 3170d | `2026-04-11T21:41:32Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | -| `carcel-yu` | [profile](https://github.com/carcel-yu) | no | CONTRIBUTOR | 2066d | `2026-03-02T05:34:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | +| `carcel-yu` | [profile](https://github.com/carcel-yu) | no | CONTRIBUTOR | 2067d | `2026-03-02T05:34:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | | `chandan11248` | [profile](https://github.com/chandan11248) | no | FIRST_TIME_CONTRIBUTOR | 728d | `2026-03-15T15:23:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `cloudyun888` | [profile](https://github.com/cloudyun888) | no | NONE | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share | -| `cluster2600` | [profile](https://github.com/cluster2600) | no | CONTRIBUTOR | 2066d | `2026-02-18T19:25:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs | +| `cluster2600` | [profile](https://github.com/cluster2600) | no | CONTRIBUTOR | 2067d | `2026-02-18T19:25:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs | | `code-runner77` | [profile](https://github.com/code-runner77) | no | FIRST_TIMER | 194d | `2026-03-29T17:28:59Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `cogniera` | [profile](https://github.com/cogniera) | no | FIRST_TIME_CONTRIBUTOR | 224d | `2026-02-17T22:29:44Z` | 1 | 0 | strong | moderate | low | young account | | `CyrilSterling` | [profile](https://github.com/CyrilSterling) | no | FIRST_TIME_CONTRIBUTOR | 2828d | `2026-03-13T13:02:26Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | @@ -253,18 +252,18 @@ | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable | | `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3526d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos | -| `echarlaix` | [profile](https://github.com/echarlaix) | no | MEMBER | 1862d | `2026-03-09T18:15:17Z` | 1 | 0 | mixed | moderate | low | — | +| `echarlaix` | [profile](https://github.com/echarlaix) | no | MEMBER | 1863d | `2026-03-09T18:15:17Z` | 1 | 0 | mixed | moderate | low | — | | `EhteshamSid` | [profile](https://github.com/EhteshamSid) | no | NONE | 1668d | `2026-04-07T18:40:05Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars | -| `ENg-122` | [profile](https://github.com/ENg-122) | no | NONE | 1763d | `2026-04-03T09:08:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | -| `frogNotToad` | [profile](https://github.com/frogNotToad) | no | CONTRIBUTOR | 587d | `2026-03-06T16:58:14Z` | 1 | 0 | mixed | low | low | — | +| `ENg-122` | [profile](https://github.com/ENg-122) | no | NONE | 1764d | `2026-04-03T09:08:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | +| `frogNotToad` | [profile](https://github.com/frogNotToad) | no | CONTRIBUTOR | 588d | `2026-03-06T16:58:14Z` | 1 | 0 | mixed | low | low | — | | `gagandhakrey` | [profile](https://github.com/gagandhakrey) | no | NONE | 2285d | `2026-04-05T03:45:23Z` | 1 | 0 | weak | high | low | broad repo spread; many recent closed-unmerged PRs; targets high-star repos | -| `GitGlimpse895` | [profile](https://github.com/GitGlimpse895) | no | FIRST_TIME_CONTRIBUTOR | 5d | `2026-04-12T10:14:58Z` | 1 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | +| `GitGlimpse895` | [profile](https://github.com/GitGlimpse895) | no | NONE | 5d | `2026-04-12T10:14:58Z` | 1 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | | `giulio-leone` | [profile](https://github.com/giulio-leone) | no | NONE | 4423d | `2026-02-28T06:22:19Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | -| `gowthamr-tech` | [profile](https://github.com/gowthamr-tech) | no | CONTRIBUTOR | 341d | `2026-02-16T15:00:00Z` | 1 | 0 | strong | low | low | young account; no visible non-self stars | +| `gowthamr-tech` | [profile](https://github.com/gowthamr-tech) | no | CONTRIBUTOR | 342d | `2026-02-16T15:00:00Z` | 1 | 0 | strong | low | low | young account; no visible non-self stars | | `GS-GOAT` | [profile](https://github.com/GS-GOAT) | no | NONE | 1748d | `2026-02-21T13:45:15Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | -| `hangjun-ezra` | [profile](https://github.com/hangjun-ezra) | no | CONTRIBUTOR | 651d | `2026-02-25T03:52:04Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos | +| `hangjun-ezra` | [profile](https://github.com/hangjun-ezra) | no | CONTRIBUTOR | 652d | `2026-02-25T03:52:04Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos | | `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2974d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume | -| `hardikmeisheri` | [profile](https://github.com/hardikmeisheri) | no | FIRST_TIMER | 3947d | `2026-02-28T16:49:27Z` | 1 | 0 | strong | low | low | targets high-star repos | +| `hardikmeisheri` | [profile](https://github.com/hardikmeisheri) | no | FIRST_TIMER | 3948d | `2026-02-28T16:49:27Z` | 1 | 0 | strong | low | low | targets high-star repos | | `HelloAnner` | [profile](https://github.com/HelloAnner) | no | NONE | 1658d | `2026-04-11T06:22:52Z` | 1 | 0 | mixed | low | low | — | | `HemanthSai7` | [profile](https://github.com/HemanthSai7) | no | FIRST_TIME_CONTRIBUTOR | 2007d | `2026-03-29T20:35:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `hemantmm` | [profile](https://github.com/hemantmm) | no | NONE | 1646d | `2026-03-23T16:29:46Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos | @@ -272,47 +271,47 @@ | `himani27301` | [profile](https://github.com/himani27301) | no | FIRST_TIME_CONTRIBUTOR | 108d | `2026-03-09T15:46:14Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | | `hongping-zh` | [profile](https://github.com/hongping-zh) | no | FIRST_TIME_CONTRIBUTOR | 1071d | `2026-03-03T04:42:57Z` | 1 | 0 | weak | moderate | low | high open PR share | | `huyxdang` | [profile](https://github.com/huyxdang) | no | NONE | 713d | `2026-02-16T13:31:17Z` | 1 | 0 | mixed | low | low | — | -| `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 420d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — | +| `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 421d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — | | `iamaber` | [profile](https://github.com/iamaber) | no | NONE | 2044d | `2026-02-28T14:24:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread | -| `imstevenpmwork` | [profile](https://github.com/imstevenpmwork) | no | MEMBER | 2319d | `2026-02-26T20:09:20Z` | 1 | 0 | mixed | low | low | high recent PR volume; targets high-star repos | -| `itzyesse99-lgtm` | [profile](https://github.com/itzyesse99-lgtm) | no | NONE | 64d | `2026-02-16T12:01:26Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; many recent closed-unmerged PRs; no visible non-self stars | -| `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3690d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos | +| `imstevenpmwork` | [profile](https://github.com/imstevenpmwork) | no | MEMBER | 2320d | `2026-02-26T20:09:20Z` | 1 | 0 | mixed | low | low | high recent PR volume; targets high-star repos | +| `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos | | `Jaredw2289-svg` | [profile](https://github.com/Jaredw2289-svg) | no | NONE | ?d | `2026-03-04T06:03:56Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable | | `JasonCZMeng` | [profile](https://github.com/JasonCZMeng) | no | NONE | 3598d | `2026-03-07T18:33:40Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos | | `Jay-IIT` | [profile](https://github.com/Jay-IIT) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-02-17T05:12:11Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable | | `jblox26` | [profile](https://github.com/jblox26) | no | NONE | 75d | `2026-03-05T14:50:06Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos | | `Jess-Co-Del` | [profile](https://github.com/Jess-Co-Del) | no | FIRST_TIME_CONTRIBUTOR | 2201d | `2026-03-23T17:02:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `jIab-b` | [profile](https://github.com/jIab-b) | no | FIRST_TIME_CONTRIBUTOR | 580d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `JiauZhang` | [profile](https://github.com/JiauZhang) | no | FIRST_TIME_CONTRIBUTOR | 2917d | `2026-04-15T14:00:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `JiwaniZakir` | [profile](https://github.com/JiwaniZakir) | no | CONTRIBUTOR | 1385d | `2026-03-17T05:11:16Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs | +| `JiauZhang` | [profile](https://github.com/JiauZhang) | no | CONTRIBUTOR | 2917d | `2026-04-15T14:00:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | +| `JiwaniZakir` | [profile](https://github.com/JiwaniZakir) | no | CONTRIBUTOR | 1386d | `2026-03-17T05:11:16Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs | | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | NONE | 1082d | `2026-03-28T12:13:57Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos | | `JokeYoonic` | [profile](https://github.com/JokeYoonic) | no | FIRST_TIME_CONTRIBUTOR | 770d | `2026-03-13T16:28:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `JonoLF` | [profile](https://github.com/JonoLF) | no | FIRST_TIME_CONTRIBUTOR | 1365d | `2026-02-23T15:09:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `JonusClapshaw` | [profile](https://github.com/JonusClapshaw) | no | NONE | 2428d | `2026-02-24T22:09:56Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share; no visible non-self stars | | `joshuaswanson` | [profile](https://github.com/joshuaswanson) | no | FIRST_TIME_CONTRIBUTOR | 3496d | `2026-03-12T23:47:11Z` | 1 | 0 | weak | very high | low | high recent PR volume; very broad repo spread | -| `JoursBleu` | [profile](https://github.com/JoursBleu) | no | CONTRIBUTOR | 3492d | `2026-03-08T09:57:38Z` | 1 | 0 | mixed | moderate | low | targets high-star repos | +| `JoursBleu` | [profile](https://github.com/JoursBleu) | no | CONTRIBUTOR | 3493d | `2026-03-08T09:57:38Z` | 1 | 0 | mixed | moderate | low | targets high-star repos | | `juliabush` | [profile](https://github.com/juliabush) | no | NONE | 526d | `2026-04-07T21:37:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 813d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars | -| `kathrynle20` | [profile](https://github.com/kathrynle20) | no | CONTRIBUTOR | 2323d | `2026-02-25T22:15:15Z` | 1 | 0 | strong | low | low | — | +| `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 814d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars | +| `kathrynle20` | [profile](https://github.com/kathrynle20) | no | CONTRIBUTOR | 2324d | `2026-02-25T22:15:15Z` | 1 | 0 | strong | low | low | — | | `Ker102` | [profile](https://github.com/Ker102) | no | NONE | 211d | `2026-03-13T13:13:58Z` | 1 | 0 | mixed | moderate | low | young account; high recent PR volume | -| `kevinmalana` | [profile](https://github.com/kevinmalana) | yes | NONE | 2248d | `2026-04-16T10:03:07Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | +| `kevinmalana` | [profile](https://github.com/kevinmalana) | no | NONE | 2248d | `2026-04-16T10:03:07Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos | | `kulkarni-rohan` | [profile](https://github.com/kulkarni-rohan) | no | FIRST_TIME_CONTRIBUTOR | 3161d | `2026-03-14T20:01:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `lakprigan` | [profile](https://github.com/lakprigan) | no | FIRST_TIMER | 4756d | `2026-02-16T19:16:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `layla1824` | [profile](https://github.com/layla1824) | no | FIRST_TIMER | 2241d | `2026-03-26T16:48:53Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 610d | `2026-03-01T07:34:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume | -| `liding-nv` | [profile](https://github.com/liding-nv) | no | CONTRIBUTOR | 226d | `2026-03-02T13:22:21Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars | +| `liding-nv` | [profile](https://github.com/liding-nv) | no | CONTRIBUTOR | 227d | `2026-03-02T13:22:21Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars | | `likejazz` | [profile](https://github.com/likejazz) | no | CONTRIBUTOR | 5243d | `2026-02-26T14:30:24Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `louzongzhi` | [profile](https://github.com/louzongzhi) | no | FIRST_TIME_CONTRIBUTOR | 1325d | `2026-04-14T05:14:08Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | -| `lowzhao` | [profile](https://github.com/lowzhao) | no | CONTRIBUTOR | 3243d | `2026-04-06T08:41:40Z` | 1 | 0 | strong | low | low | targets high-star repos | +| `lowzhao` | [profile](https://github.com/lowzhao) | no | CONTRIBUTOR | 3244d | `2026-04-06T08:41:40Z` | 1 | 0 | strong | low | low | targets high-star repos | | `LucasMa2025` | [profile](https://github.com/LucasMa2025) | no | FIRST_TIMER | 79d | `2026-03-14T17:13:34Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 1 | 0 | weak | low | low | no visible non-self stars; targets high-star repos | -| `maanas1234` | [profile](https://github.com/maanas1234) | no | CONTRIBUTOR | 583d | `2026-03-31T17:31:37Z` | 1 | 0 | strong | low | low | targets high-star repos | +| `lvliang-intel` | [profile](https://github.com/lvliang-intel) | yes | FIRST_TIME_CONTRIBUTOR | 1455d | `2026-04-17T14:12:41Z` | 1 | 0 | mixed | low | low | — | +| `maanas1234` | [profile](https://github.com/maanas1234) | no | CONTRIBUTOR | 584d | `2026-03-31T17:31:37Z` | 1 | 0 | strong | low | low | targets high-star repos | | `madhav1k` | [profile](https://github.com/madhav1k) | no | FIRST_TIME_CONTRIBUTOR | 2059d | `2026-04-06T17:47:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `marvinzh` | [profile](https://github.com/marvinzh) | no | FIRST_TIME_CONTRIBUTOR | 4428d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars | +| `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4428d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars | | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-11-10T16:50:33Z` | 1 | 0 | strong | moderate | low | high recent PR volume | | `milesial` | [profile](https://github.com/milesial) | no | CONTRIBUTOR | 3196d | `2026-03-31T01:59:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | -| `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3201d | `2026-03-04T00:42:43Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | +| `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos | | `mobicham` | [profile](https://github.com/mobicham) | no | CONTRIBUTOR | 2961d | `2026-03-18T20:18:41Z` | 1 | 0 | strong | moderate | low | — | | `mohamad-tohidi` | [profile](https://github.com/mohamad-tohidi) | no | NONE | 1013d | `2026-04-11T10:00:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `mohdfaour03` | [profile](https://github.com/mohdfaour03) | no | FIRST_TIME_CONTRIBUTOR | 1152d | `2026-04-08T13:38:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | @@ -324,9 +323,9 @@ | `N3u0ns` | [profile](https://github.com/N3u0ns) | no | NONE | 2362d | `2026-03-01T13:53:58Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos | | `NabilMch` | [profile](https://github.com/NabilMch) | no | NONE | 2338d | `2026-02-28T15:11:37Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | | `nakigami` | [profile](https://github.com/nakigami) | no | NONE | 2960d | `2026-03-08T01:30:39Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | -| `NathanHB` | [profile](https://github.com/NathanHB) | no | MEMBER | 3181d | `2026-03-27T13:02:59Z` | 1 | 0 | strong | moderate | low | — | +| `NathanHB` | [profile](https://github.com/NathanHB) | no | MEMBER | 3182d | `2026-03-27T13:02:59Z` | 1 | 0 | strong | moderate | low | — | | `neo` | [profile](https://github.com/neo) | no | CONTRIBUTOR | 4211d | `2026-03-12T19:59:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | -| `NicoleRobin` | [profile](https://github.com/NicoleRobin) | no | NONE | 4095d | `2026-03-21T03:25:56Z` | 1 | 0 | strong | low | low | targets high-star repos | +| `NicoleRobin` | [profile](https://github.com/NicoleRobin) | no | NONE | 4096d | `2026-03-21T03:25:56Z` | 1 | 0 | strong | low | low | targets high-star repos | | `nikste` | [profile](https://github.com/nikste) | no | NONE | 4017d | `2026-02-22T23:40:56Z` | 1 | 0 | strong | low | low | high recent PR volume | | `omyaaa1` | [profile](https://github.com/omyaaa1) | no | NONE | 519d | `2026-03-19T04:48:58Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | | `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 160d | `2026-03-30T15:02:06Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos | @@ -348,9 +347,8 @@ | `rsmed31` | [profile](https://github.com/rsmed31) | no | NONE | 1321d | `2026-03-14T23:57:14Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos | | `ruben-aghayan` | [profile](https://github.com/ruben-aghayan) | no | FIRST_TIME_CONTRIBUTOR | 3216d | `2026-04-13T03:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `rudybear` | [profile](https://github.com/rudybear) | no | FIRST_TIME_CONTRIBUTOR | 5027d | `2026-02-17T07:18:13Z` | 1 | 0 | weak | moderate | low | high open PR share | -| `rwtarpit` | [profile](https://github.com/rwtarpit) | no | FIRST_TIME_CONTRIBUTOR | 592d | `2026-02-15T17:27:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `Ryan-J-MAX` | [profile](https://github.com/Ryan-J-MAX) | no | NONE | 1876d | `2026-02-24T10:48:54Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos | -| `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | FIRST_TIME_CONTRIBUTOR | 1795d | `2026-04-06T18:01:42Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos | +| `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1795d | `2026-04-06T18:01:42Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos | | `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3282d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `sahildando` | [profile](https://github.com/sahildando) | no | NONE | 1241d | `2026-04-07T21:12:29Z` | 1 | 0 | mixed | high | medium | broad repo spread; many recent closed-unmerged PRs; targets high-star repos | | `sahilleth` | [profile](https://github.com/sahilleth) | no | NONE | 58d | `2026-03-19T05:50:29Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars | @@ -359,16 +357,16 @@ | `samuelleecong` | [profile](https://github.com/samuelleecong) | no | FIRST_TIME_CONTRIBUTOR | 2187d | `2026-02-19T16:31:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `sandesh-bhandari-dev` | [profile](https://github.com/sandesh-bhandari-dev) | no | NONE | 51d | `2026-03-05T01:40:47Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos | | `shaealh` | [profile](https://github.com/shaealh) | no | FIRST_TIME_CONTRIBUTOR | 70d | `2026-03-13T05:05:01Z` | 1 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos | -| `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 930d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos | +| `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 931d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos | | `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share | | `somAzzz` | [profile](https://github.com/somAzzz) | no | FIRST_TIMER | 3172d | `2026-02-25T22:43:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `songyuc` | [profile](https://github.com/songyuc) | no | FIRST_TIME_CONTRIBUTOR | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | -| `Spectual` | [profile](https://github.com/Spectual) | yes | FIRST_TIME_CONTRIBUTOR | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos | +| `Spectual` | [profile](https://github.com/Spectual) | no | FIRST_TIME_CONTRIBUTOR | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos | | `stargazerwh` | [profile](https://github.com/stargazerwh) | no | NONE | 2935d | `2026-02-21T14:34:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars | | `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs | -| `TinderZ` | [profile](https://github.com/TinderZ) | no | CONTRIBUTOR | 749d | `2026-02-19T02:35:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | -| `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 563d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | +| `TinderZ` | [profile](https://github.com/TinderZ) | no | CONTRIBUTOR | 750d | `2026-02-19T02:35:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | +| `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | | `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | | `vishalpatil-45` | [profile](https://github.com/vishalpatil-45) | no | NONE | 430d | `2026-02-25T08:27:32Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos | | `vivekvar-dl` | [profile](https://github.com/vivekvar-dl) | no | NONE | 2072d | `2026-03-21T03:12:37Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos | @@ -377,10 +375,10 @@ | `XingyuHu109` | [profile](https://github.com/XingyuHu109) | no | NONE | 1517d | `2026-03-05T21:14:38Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos | | `xr843` | [profile](https://github.com/xr843) | no | NONE | 1032d | `2026-03-18T23:53:54Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread | | `xu-song` | [profile](https://github.com/xu-song) | no | CONTRIBUTOR | 3895d | `2026-04-01T14:50:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos | -| `yacinemebarki` | [profile](https://github.com/yacinemebarki) | no | CONTRIBUTOR | 481d | `2026-03-30T21:18:47Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos | +| `yacinemebarki` | [profile](https://github.com/yacinemebarki) | no | CONTRIBUTOR | 482d | `2026-03-30T21:18:47Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos | | `Yanis01682` | [profile](https://github.com/Yanis01682) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-14T01:47:54Z` | 1 | 0 | strong | low | low | — | | `yoginlangalia` | [profile](https://github.com/yoginlangalia) | no | NONE | 225d | `2026-02-27T06:40:02Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; no visible non-self stars; targets high-star repos | -| `yushiran` | [profile](https://github.com/yushiran) | no | CONTRIBUTOR | 1872d | `2026-02-23T19:50:05Z` | 1 | 0 | mixed | moderate | low | — | +| `yushiran` | [profile](https://github.com/yushiran) | no | CONTRIBUTOR | 1873d | `2026-02-23T19:50:05Z` | 1 | 0 | mixed | moderate | low | — | | `zendy199x` | [profile](https://github.com/zendy199x) | no | NONE | 2543d | `2026-03-29T15:50:04Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs | | `zFlux` | [profile](https://github.com/zFlux) | no | FIRST_TIME_CONTRIBUTOR | 4241d | `2026-04-12T03:38:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos | | `zozo123` | [profile](https://github.com/zozo123) | no | NONE | 5577d | `2026-04-05T19:00:26Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos | @@ -388,6 +386,29 @@ ## Contributors +### `Cyrilvallez` + +- profile: [github.com/Cyrilvallez](https://github.com/Cyrilvallez) +- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez) +- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez) +- repo first seen: `2025-03-19T10:58:02Z` +- repo last seen: `2026-04-17T10:41:27Z` +- first seen in snapshot: **no** +- repo association: **MEMBER** +- repo primary artifacts: **75** +- snapshot authored PRs/issues: **75 PRs / 0 issues** +- snapshot discussion activity: **197 comments / 273 reviews / 432 review comments** +- account age: **2036 days** +- recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**) +- public orgs: `huggingface` +- compact scores: follow-through **strong**, breadth **low**, automation risk **low** +- heuristic read: **high recent PR volume; targets high-star repos** + +Example artifacts: +- [PR #45489: Align gemma3n cache sharing to gemma4](https://github.com/huggingface/transformers/pull/45489) — open +- [PR #45448: [loading] Clean way to add/remove full parts in checkpoint names](https://github.com/huggingface/transformers/pull/45448) — open +- [PR #45358: Fix vlm weight mappings](https://github.com/huggingface/transformers/pull/45358) — closed, merged + ### `tarekziade` - profile: [github.com/tarekziade](https://github.com/tarekziade) @@ -400,11 +421,11 @@ - repo primary artifacts: **80** - snapshot authored PRs/issues: **74 PRs / 6 issues** - snapshot discussion activity: **138 comments / 156 reviews / 147 review comments** -- account age: **5838 days** -- recent public PR activity: **106 PRs** (89 merged / 3 closed-unmerged / 14 open; merged rate **84%**, closed-unmerged rate **3%**, open rate **13%**) +- account age: **5839 days** +- recent public PR activity: **108 PRs** (92 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**) - public orgs: `AFPy`, `faitmain`, `circus-tent` -- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** -- heuristic read: **extremely high recent PR volume; targets high-star repos** +- compact scores: follow-through **strong**, breadth **high**, automation risk **low** +- heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos** Example artifacts: - [PR #45475: chore(qa): split out mlinter](https://github.com/huggingface/transformers/pull/45475) — open @@ -414,29 +435,6 @@ Example artifacts: - [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — open - [Issue #44619: Plug model rule in development flow and extend it](https://github.com/huggingface/transformers/issues/44619) — open -### `Cyrilvallez` - -- profile: [github.com/Cyrilvallez](https://github.com/Cyrilvallez) -- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez) -- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez) -- repo first seen: `2025-03-19T10:58:02Z` -- repo last seen: `2026-04-16T07:19:15Z` -- first seen in snapshot: **no** -- repo association: **MEMBER** -- repo primary artifacts: **74** -- snapshot authored PRs/issues: **74 PRs / 0 issues** -- snapshot discussion activity: **190 comments / 254 reviews / 412 review comments** -- account age: **2035 days** -- recent public PR activity: **47 PRs** (42 merged / 2 closed-unmerged / 3 open; merged rate **89%**, closed-unmerged rate **4%**, open rate **6%**) -- public orgs: `huggingface` -- compact scores: follow-through **strong**, breadth **low**, automation risk **low** -- heuristic read: **high recent PR volume; targets high-star repos** - -Example artifacts: -- [PR #45448: [loading] Clean way to add/remove full parts in checkpoint names](https://github.com/huggingface/transformers/pull/45448) — open -- [PR #45358: Fix vlm weight mappings](https://github.com/huggingface/transformers/pull/45358) — closed, merged -- [PR #45347: [gemma4] Fix device map auto](https://github.com/huggingface/transformers/pull/45347) — closed, merged - ### `ydshieh` - profile: [github.com/ydshieh](https://github.com/ydshieh) @@ -449,7 +447,7 @@ Example artifacts: - repo primary artifacts: **72** - snapshot authored PRs/issues: **72 PRs / 0 issues** - snapshot discussion activity: **92 comments / 164 reviews / 123 review comments** -- account age: **4937 days** +- account age: **4938 days** - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -466,22 +464,22 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp) - repo first seen: `2024-09-26T09:23:39Z` -- repo last seen: `2026-04-16T15:52:42Z` +- repo last seen: `2026-04-17T14:33:10Z` - first seen in snapshot: **no** - repo association: **MEMBER** -- repo primary artifacts: **65** -- snapshot authored PRs/issues: **65 PRs / 0 issues** -- snapshot discussion activity: **439 comments / 625 reviews / 1490 review comments** -- account age: **1507 days** -- recent public PR activity: **48 PRs** (32 merged / 5 closed-unmerged / 11 open; merged rate **67%**, closed-unmerged rate **10%**, open rate **23%**) +- repo primary artifacts: **67** +- snapshot authored PRs/issues: **67 PRs / 0 issues** +- snapshot discussion activity: **443 comments / 632 reviews / 1498 review comments** +- account age: **1508 days** +- recent public PR activity: **50 PRs** (33 merged / 6 closed-unmerged / 11 open; merged rate **66%**, closed-unmerged rate **12%**, open rate **22%**) - public orgs: `huggingface`, `deeppavlov` - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** - heuristic read: **high recent PR volume; targets high-star repos** Example artifacts: -- [PR #45481: Add check-auto in repo-consistency and fix sorting](https://github.com/huggingface/transformers/pull/45481) — open -- [PR #45477: [WIP] Add blockwise mask fn as opt arg for all masking functions](https://github.com/huggingface/transformers/pull/45477) — open -- [PR #45454: Gemma4 training with text-only samples](https://github.com/huggingface/transformers/pull/45454) — open +- [PR #45493: [WIP] Major processing refactor](https://github.com/huggingface/transformers/pull/45493) — open +- [PR #45492: Fix: modular image processors](https://github.com/huggingface/transformers/pull/45492) — open +- [PR #45481: Add check-auto in repo-consistency and fix sorting](https://github.com/huggingface/transformers/pull/45481) — closed, merged ### `kaixuanliu` @@ -489,24 +487,24 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu) - repo first seen: `2025-06-20T09:58:55Z` -- repo last seen: `2026-04-16T07:44:20Z` +- repo last seen: `2026-04-17T14:58:30Z` - first seen in snapshot: **no** - repo association: **CONTRIBUTOR** -- repo primary artifacts: **62** -- snapshot authored PRs/issues: **58 PRs / 4 issues** -- snapshot discussion activity: **50 comments / 44 reviews / 44 review comments** -- account age: **3933 days** -- recent public PR activity: **33 PRs** (24 merged / 6 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **18%**, open rate **9%**) +- repo primary artifacts: **63** +- snapshot authored PRs/issues: **59 PRs / 4 issues** +- snapshot discussion activity: **52 comments / 46 reviews / 46 review comments** +- account age: **3934 days** +- recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** - heuristic read: **high recent PR volume; targets high-star repos** Example artifacts: +- [PR #45487: Fix model parallel issue for altclip model and ChineseClip model](https://github.com/huggingface/transformers/pull/45487) — open - [PR #45470: skip test_flash_attn_2_can_dispatch_composite_models tests for](https://github.com/huggingface/transformers/pull/45470) — open - [PR #45410: fix(altclip): fix failing tests](https://github.com/huggingface/transformers/pull/45410) — closed, draft -- [PR #45407: avoid wrap 4bit-quantized model into DP](https://github.com/huggingface/transformers/pull/45407) — closed, merged - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed -- [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — open +- [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed - [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed ### `ArthurZucker` @@ -521,7 +519,7 @@ Example artifacts: - repo primary artifacts: **45** - snapshot authored PRs/issues: **43 PRs / 2 issues** - snapshot discussion activity: **130 comments / 444 reviews / 932 review comments** -- account age: **2589 days** +- account age: **2590 days** - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -539,24 +537,25 @@ Example artifacts: - profile: [github.com/SunMarc](https://github.com/SunMarc) - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunMarc) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunMarc) -- repo first seen: `2024-11-15T13:51:28Z` -- repo last seen: `2026-04-16T15:23:30Z` +- repo first seen: `2024-09-02T13:41:47Z` +- repo last seen: `2026-04-17T16:39:28Z` - first seen in snapshot: **no** - repo association: **MEMBER** -- repo primary artifacts: **40** -- snapshot authored PRs/issues: **39 PRs / 1 issues** -- snapshot discussion activity: **156 comments / 257 reviews / 375 review comments** +- repo primary artifacts: **42** +- snapshot authored PRs/issues: **40 PRs / 2 issues** +- snapshot discussion activity: **159 comments / 263 reviews / 383 review comments** - account age: **2360 days** -- recent public PR activity: **34 PRs** (28 merged / 3 closed-unmerged / 3 open; merged rate **82%**, closed-unmerged rate **9%**, open rate **9%**) +- recent public PR activity: **35 PRs** (28 merged / 3 closed-unmerged / 4 open; merged rate **80%**, closed-unmerged rate **9%**, open rate **11%**) - public orgs: `huggingface` - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **high recent PR volume; targets high-star repos** Example artifacts: +- [PR #45485: [serve] Update tool call to switch to `parse_response`](https://github.com/huggingface/transformers/pull/45485) — open - [PR #45480: Update quants tests ](https://github.com/huggingface/transformers/pull/45480) — open - [PR #45463: Fix response api support ](https://github.com/huggingface/transformers/pull/45463) — closed, merged -- [PR #45434: better grad acc tests](https://github.com/huggingface/transformers/pull/45434) — closed, merged - [Issue #43595: Tell Us: What Would Make Trainer Better?](https://github.com/huggingface/transformers/issues/43595) — open +- [Issue #33260: Community contribution: Adding GGUF support for more architectures](https://github.com/huggingface/transformers/issues/33260) — open ### `Rocketknight1` @@ -564,12 +563,12 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1) - repo first seen: `2023-02-27T14:00:41Z` -- repo last seen: `2026-04-16T10:57:34Z` +- repo last seen: `2026-04-17T14:25:21Z` - first seen in snapshot: **no** - repo association: **MEMBER** - repo primary artifacts: **37** - snapshot authored PRs/issues: **37 PRs / 0 issues** -- snapshot discussion activity: **514 comments / 198 reviews / 115 review comments** +- snapshot discussion activity: **518 comments / 201 reviews / 117 review comments** - account age: **3961 days** - recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**) - public orgs: `huggingface` @@ -587,13 +586,13 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu) - repo first seen: `2025-08-26T12:13:50Z` -- repo last seen: `2026-04-16T19:57:25Z` +- repo last seen: `2026-04-17T17:36:04Z` - first seen in snapshot: **no** - repo association: **MEMBER** - repo primary artifacts: **37** - snapshot authored PRs/issues: **36 PRs / 1 issues** -- snapshot discussion activity: **432 comments / 726 reviews / 3127 review comments** -- account age: **1990 days** +- snapshot discussion activity: **435 comments / 731 reviews / 3136 review comments** +- account age: **1991 days** - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -617,7 +616,7 @@ Example artifacts: - repo primary artifacts: **35** - snapshot authored PRs/issues: **34 PRs / 1 issues** - snapshot discussion activity: **25 comments / 102 reviews / 143 review comments** -- account age: **2295 days** +- account age: **2296 days** - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**) - public orgs: `huggingface` - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -641,7 +640,7 @@ Example artifacts: - repo primary artifacts: **51** - snapshot authored PRs/issues: **31 PRs / 20 issues** - snapshot discussion activity: **95 comments / 119 reviews / 119 review comments** -- account age: **1960 days** +- account age: **1961 days** - recent public PR activity: **18 PRs** (15 merged / 0 closed-unmerged / 3 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -667,7 +666,7 @@ Example artifacts: - repo primary artifacts: **27** - snapshot authored PRs/issues: **27 PRs / 0 issues** - snapshot discussion activity: **33 comments / 43 reviews / 29 review comments** -- account age: **3138 days** +- account age: **3139 days** - recent public PR activity: **20 PRs** (10 merged / 5 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -690,8 +689,8 @@ Example artifacts: - repo primary artifacts: **24** - snapshot authored PRs/issues: **24 PRs / 0 issues** - snapshot discussion activity: **6 comments / 8 reviews / 8 review comments** -- account age: **3696 days** -- recent public PR activity: **203 PRs** (140 merged / 41 closed-unmerged / 22 open; merged rate **69%**, closed-unmerged rate **20%**, open rate **11%**) +- account age: **3697 days** +- recent public PR activity: **202 PRs** (138 merged / 42 closed-unmerged / 22 open; merged rate **68%**, closed-unmerged rate **21%**, open rate **11%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** - heuristic read: **extremely high recent PR volume** @@ -713,8 +712,8 @@ Example artifacts: - repo primary artifacts: **22** - snapshot authored PRs/issues: **22 PRs / 0 issues** - snapshot discussion activity: **15 comments / 0 reviews / 0 review comments** -- account age: **2487 days** -- recent public PR activity: **60 PRs** (16 merged / 44 closed-unmerged / 0 open; merged rate **27%**, closed-unmerged rate **73%**, open rate **0%**) +- account age: **2488 days** +- recent public PR activity: **53 PRs** (15 merged / 38 closed-unmerged / 0 open; merged rate **28%**, closed-unmerged rate **72%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **high**, automation risk **medium** - heuristic read: **high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos** @@ -736,7 +735,7 @@ Example artifacts: - repo primary artifacts: **22** - snapshot authored PRs/issues: **22 PRs / 0 issues** - snapshot discussion activity: **41 comments / 157 reviews / 323 review comments** -- account age: **1977 days** +- account age: **1978 days** - recent public PR activity: **15 PRs** (11 merged / 0 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**) - public orgs: `huggingface` - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -753,20 +752,20 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or) - repo first seen: `2026-01-13T09:15:18Z` -- repo last seen: `2026-04-16T09:20:10Z` +- repo last seen: `2026-04-17T02:59:55Z` - first seen in snapshot: **no** - repo association: **MEMBER** - repo primary artifacts: **19** - snapshot authored PRs/issues: **19 PRs / 0 issues** -- snapshot discussion activity: **35 comments / 104 reviews / 118 review comments** -- account age: **1812 days** -- recent public PR activity: **13 PRs** (11 merged / 0 closed-unmerged / 2 open; merged rate **85%**, closed-unmerged rate **0%**, open rate **15%**) +- snapshot discussion activity: **35 comments / 105 reviews / 119 review comments** +- account age: **1813 days** +- recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** - heuristic read: **targets high-star repos** Example artifacts: -- [PR #45323: [CB] Fix capture of max_seqlen](https://github.com/huggingface/transformers/pull/45323) — open +- [PR #45323: [CB] Fix capture of max_seqlen](https://github.com/huggingface/transformers/pull/45323) — closed, merged - [PR #45184: [CB] [Major] Add CPU request offloading](https://github.com/huggingface/transformers/pull/45184) — open, draft - [PR #45179: [CB] Tweaks to update and minor fixes](https://github.com/huggingface/transformers/pull/45179) — closed, merged @@ -782,8 +781,8 @@ Example artifacts: - repo primary artifacts: **24** - snapshot authored PRs/issues: **18 PRs / 6 issues** - snapshot discussion activity: **53 comments / 155 reviews / 152 review comments** -- account age: **2948 days** -- recent public PR activity: **51 PRs** (48 merged / 3 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**) +- account age: **2949 days** +- recent public PR activity: **52 PRs** (49 merged / 3 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**) - public orgs: `nltk`, `huggingface`, `embeddings-benchmark`, `Hugging-Face-Helping-Hand` - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **high recent PR volume; targets high-star repos** @@ -808,8 +807,8 @@ Example artifacts: - repo primary artifacts: **18** - snapshot authored PRs/issues: **18 PRs / 0 issues** - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments** -- account age: **34 days** -- recent public PR activity: **484 PRs** (50 merged / 303 closed-unmerged / 131 open; merged rate **10%**, closed-unmerged rate **63%**, open rate **27%**) +- account age: **35 days** +- recent public PR activity: **484 PRs** (51 merged / 304 closed-unmerged / 129 open; merged rate **11%**, closed-unmerged rate **63%**, open rate **27%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **high** - heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos** @@ -831,7 +830,7 @@ Example artifacts: - repo primary artifacts: **16** - snapshot authored PRs/issues: **16 PRs / 0 issues** - snapshot discussion activity: **28 comments / 115 reviews / 243 review comments** -- account age: **1606 days** +- account age: **1607 days** - recent public PR activity: **11 PRs** (8 merged / 0 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -854,8 +853,8 @@ Example artifacts: - repo primary artifacts: **16** - snapshot authored PRs/issues: **16 PRs / 0 issues** - snapshot discussion activity: **17 comments / 4 reviews / 4 review comments** -- account age: **2229 days** -- recent public PR activity: **146 PRs** (29 merged / 96 closed-unmerged / 21 open; merged rate **20%**, closed-unmerged rate **66%**, open rate **14%**) +- account age: **2230 days** +- recent public PR activity: **133 PRs** (26 merged / 86 closed-unmerged / 21 open; merged rate **20%**, closed-unmerged rate **65%**, open rate **16%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium** - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos** @@ -877,8 +876,8 @@ Example artifacts: - repo primary artifacts: **28** - snapshot authored PRs/issues: **15 PRs / 13 issues** - snapshot discussion activity: **33 comments / 39 reviews / 38 review comments** -- account age: **2691 days** -- recent public PR activity: **124 PRs** (99 merged / 5 closed-unmerged / 20 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**) +- account age: **2692 days** +- recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**) - public orgs: `huggingface` - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **extremely high recent PR volume; targets high-star repos** @@ -903,7 +902,7 @@ Example artifacts: - repo primary artifacts: **18** - snapshot authored PRs/issues: **15 PRs / 3 issues** - snapshot discussion activity: **20 comments / 34 reviews / 34 review comments** -- account age: **2597 days** +- account age: **2598 days** - recent public PR activity: **95 PRs** (67 merged / 19 closed-unmerged / 9 open; merged rate **71%**, closed-unmerged rate **20%**, open rate **9%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -929,14 +928,14 @@ Example artifacts: - repo primary artifacts: **17** - snapshot authored PRs/issues: **15 PRs / 2 issues** - snapshot discussion activity: **31 comments / 134 reviews / 112 review comments** -- account age: **2353 days** -- recent public PR activity: **22 PRs** (15 merged / 2 closed-unmerged / 5 open; merged rate **68%**, closed-unmerged rate **9%**, open rate **23%**) +- account age: **2354 days** +- recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**) - public orgs: `huggingface`, `Chouafa` -- compact scores: follow-through **mixed**, breadth **low**, automation risk **low** +- compact scores: follow-through **strong**, breadth **low**, automation risk **low** - heuristic read: **—** Example artifacts: -- [PR #45433: SonicMoe](https://github.com/huggingface/transformers/pull/45433) — open, draft +- [PR #45433: SonicMoe](https://github.com/huggingface/transformers/pull/45433) — open - [PR #45396: Extract dynamic vision/audio tensors into standalone pure functions](https://github.com/huggingface/transformers/pull/45396) — open - [PR #44970: Fix CPU 16 bytes alignment issue using equivalent fallback](https://github.com/huggingface/transformers/pull/44970) — closed, merged - [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open @@ -948,13 +947,13 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asywangyi) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asywangyi) - repo first seen: `2025-12-16T08:22:52Z` -- repo last seen: `2026-04-16T07:06:42Z` +- repo last seen: `2026-04-17T01:12:12Z` - first seen in snapshot: **no** - repo association: **CONTRIBUTOR** - repo primary artifacts: **16** - snapshot authored PRs/issues: **15 PRs / 1 issues** -- snapshot discussion activity: **15 comments / 11 reviews / 11 review comments** -- account age: **2995 days** +- snapshot discussion activity: **16 comments / 11 reviews / 11 review comments** +- account age: **2996 days** - recent public PR activity: **16 PRs** (12 merged / 0 closed-unmerged / 4 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -1003,7 +1002,7 @@ Example artifacts: - repo primary artifacts: **14** - snapshot authored PRs/issues: **14 PRs / 0 issues** - snapshot discussion activity: **3 comments / 7 reviews / 7 review comments** -- account age: **3364 days** +- account age: **3365 days** - recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**) - public orgs: `huggingface` - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -1014,29 +1013,6 @@ Example artifacts: - [PR #45155: Load adapter with TP](https://github.com/huggingface/transformers/pull/45155) — closed, merged - [PR #44979: Module Fusion API](https://github.com/huggingface/transformers/pull/44979) — open -### `omkar-334` - -- profile: [github.com/omkar-334](https://github.com/omkar-334) -- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aomkar-334) -- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aomkar-334) -- repo first seen: `2025-12-12T17:57:18Z` -- repo last seen: `2026-02-17T12:03:45Z` -- first seen in snapshot: **no** -- repo association: **CONTRIBUTOR** -- repo primary artifacts: **14** -- snapshot authored PRs/issues: **14 PRs / 0 issues** -- snapshot discussion activity: **14 comments / 0 reviews / 0 review comments** -- account age: **2868 days** -- recent public PR activity: **69 PRs** (41 merged / 4 closed-unmerged / 24 open; merged rate **59%**, closed-unmerged rate **6%**, open rate **35%**) -- public orgs: none visible -- compact scores: follow-through **mixed**, breadth **high**, automation risk **medium** -- heuristic read: **high recent PR volume; broad repo spread** - -Example artifacts: -- [PR #44030: refactor output tracing in `dpr`](https://github.com/huggingface/transformers/pull/44030) — open -- [PR #44029: refactor output tracing in `rwkv`](https://github.com/huggingface/transformers/pull/44029) — open -- [PR #44028: refactor output tracing for `superpoint`](https://github.com/huggingface/transformers/pull/44028) — open - ### `Sai-Suraj-27` - profile: [github.com/Sai-Suraj-27](https://github.com/Sai-Suraj-27) @@ -1049,7 +1025,7 @@ Example artifacts: - repo primary artifacts: **14** - snapshot authored PRs/issues: **14 PRs / 0 issues** - snapshot discussion activity: **21 comments / 26 reviews / 26 review comments** -- account age: **1744 days** +- account age: **1745 days** - recent public PR activity: **12 PRs** (11 merged / 1 closed-unmerged / 0 open; merged rate **92%**, closed-unmerged rate **8%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -1072,7 +1048,7 @@ Example artifacts: - repo primary artifacts: **13** - snapshot authored PRs/issues: **13 PRs / 0 issues** - snapshot discussion activity: **23 comments / 67 reviews / 74 review comments** -- account age: **2624 days** +- account age: **2625 days** - recent public PR activity: **9 PRs** (4 merged / 0 closed-unmerged / 5 open; merged rate **44%**, closed-unmerged rate **0%**, open rate **56%**) - public orgs: `huggingface` - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -1083,6 +1059,29 @@ Example artifacts: - [PR #45408: MoE expert parallelism + sequence parallelism](https://github.com/huggingface/transformers/pull/45408) — closed, merged - [PR #45028: TP refactor for FSDP + TP integration](https://github.com/huggingface/transformers/pull/45028) — open, draft +### `kashif` + +- profile: [github.com/kashif](https://github.com/kashif) +- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif) +- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif) +- repo first seen: `2025-09-08T13:05:54Z` +- repo last seen: `2026-04-17T12:07:41Z` +- first seen in snapshot: **no** +- repo association: **MEMBER** +- repo primary artifacts: **13** +- snapshot authored PRs/issues: **13 PRs / 0 issues** +- snapshot discussion activity: **27 comments / 32 reviews / 29 review comments** +- account age: **6569 days** +- recent public PR activity: **32 PRs** (20 merged / 1 closed-unmerged / 11 open; merged rate **62%**, closed-unmerged rate **3%**, open rate **34%**) +- public orgs: none visible +- compact scores: follow-through **mixed**, breadth **high**, automation risk **low** +- heuristic read: **high recent PR volume; broad repo spread; targets high-star repos** + +Example artifacts: +- [PR #45490: Add ctsm model](https://github.com/huggingface/transformers/pull/45490) — open +- [PR #44925: [Doc] MoE routing capture and replay recipe ](https://github.com/huggingface/transformers/pull/44925) — closed, merged +- [PR #44891: [Trainer] add MoERouterHealthCallback Callback](https://github.com/huggingface/transformers/pull/44891) — open + ### `LincolnBurrows2017` - profile: [github.com/LincolnBurrows2017](https://github.com/LincolnBurrows2017) @@ -1118,7 +1117,7 @@ Example artifacts: - repo primary artifacts: **12** - snapshot authored PRs/issues: **12 PRs / 0 issues** - snapshot discussion activity: **6 comments / 33 reviews / 33 review comments** -- account age: **1413 days** +- account age: **1414 days** - recent public PR activity: **17 PRs** (16 merged / 0 closed-unmerged / 1 open; merged rate **94%**, closed-unmerged rate **0%**, open rate **6%**) - public orgs: `huggingface`, `bitsandbytes-foundation` - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -1129,29 +1128,6 @@ Example artifacts: - [PR #45282: [AMD CI] Fix torch.compile/export failures on AMD CI due to untraceable set.__contains__ ](https://github.com/huggingface/transformers/pull/45282) — closed, merged - [PR #45138: CI] Small T5 expectations updated](https://github.com/huggingface/transformers/pull/45138) — closed, merged -### `kashif` - -- profile: [github.com/kashif](https://github.com/kashif) -- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif) -- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif) -- repo first seen: `2025-09-08T13:05:54Z` -- repo last seen: `2026-04-09T19:02:48Z` -- first seen in snapshot: **no** -- repo association: **MEMBER** -- repo primary artifacts: **12** -- snapshot authored PRs/issues: **12 PRs / 0 issues** -- snapshot discussion activity: **27 comments / 32 reviews / 29 review comments** -- account age: **6569 days** -- recent public PR activity: **32 PRs** (20 merged / 1 closed-unmerged / 11 open; merged rate **62%**, closed-unmerged rate **3%**, open rate **34%**) -- public orgs: none visible -- compact scores: follow-through **mixed**, breadth **high**, automation risk **low** -- heuristic read: **high recent PR volume; broad repo spread; targets high-star repos** - -Example artifacts: -- [PR #44925: [Doc] MoE routing capture and replay recipe ](https://github.com/huggingface/transformers/pull/44925) — closed, merged -- [PR #44891: [Trainer] add MoERouterHealthCallback Callback](https://github.com/huggingface/transformers/pull/44891) — open -- [PR #44465: [timesfm2_5] fix loss scaling](https://github.com/huggingface/transformers/pull/44465) — closed, merged - ### `jiqing-feng` - profile: [github.com/jiqing-feng](https://github.com/jiqing-feng) @@ -1164,8 +1140,8 @@ Example artifacts: - repo primary artifacts: **15** - snapshot authored PRs/issues: **11 PRs / 4 issues** - snapshot discussion activity: **37 comments / 17 reviews / 17 review comments** -- account age: **1395 days** -- recent public PR activity: **25 PRs** (21 merged / 1 closed-unmerged / 3 open; merged rate **84%**, closed-unmerged rate **4%**, open rate **12%**) +- account age: **1396 days** +- recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **high recent PR volume** @@ -1207,13 +1183,13 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aebezzam) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aebezzam) - repo first seen: `2025-07-25T12:59:52Z` -- repo last seen: `2026-04-16T09:26:49Z` +- repo last seen: `2026-04-17T15:28:27Z` - first seen in snapshot: **no** - repo association: **MEMBER** - repo primary artifacts: **9** - snapshot authored PRs/issues: **9 PRs / 0 issues** -- snapshot discussion activity: **50 comments / 191 reviews / 631 review comments** -- account age: **4682 days** +- snapshot discussion activity: **50 comments / 192 reviews / 636 review comments** +- account age: **4683 days** - recent public PR activity: **8 PRs** (4 merged / 1 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **12%**, open rate **38%**) - public orgs: `LCAV` - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -1351,8 +1327,8 @@ Example artifacts: - repo primary artifacts: **7** - snapshot authored PRs/issues: **7 PRs / 0 issues** - snapshot discussion activity: **24 comments / 10 reviews / 10 review comments** -- account age: **5680 days** -- recent public PR activity: **279 PRs** (265 merged / 8 closed-unmerged / 6 open; merged rate **95%**, closed-unmerged rate **3%**, open rate **2%**) +- account age: **5681 days** +- recent public PR activity: **285 PRs** (271 merged / 9 closed-unmerged / 5 open; merged rate **95%**, closed-unmerged rate **3%**, open rate **2%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **extremely high recent PR volume** @@ -1375,7 +1351,7 @@ Example artifacts: - snapshot authored PRs/issues: **7 PRs / 0 issues** - snapshot discussion activity: **11 comments / 31 reviews / 18 review comments** - account age: **5708 days** -- recent public PR activity: **103 PRs** (86 merged / 5 closed-unmerged / 12 open; merged rate **84%**, closed-unmerged rate **5%**, open rate **12%**) +- recent public PR activity: **102 PRs** (85 merged / 5 closed-unmerged / 12 open; merged rate **83%**, closed-unmerged rate **5%**, open rate **12%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **high**, automation risk **low** - heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos** @@ -1398,7 +1374,7 @@ Example artifacts: - snapshot authored PRs/issues: **6 PRs / 2 issues** - snapshot discussion activity: **8 comments / 6 reviews / 6 review comments** - account age: **2626 days** -- recent public PR activity: **20 PRs** (15 merged / 1 closed-unmerged / 4 open; merged rate **75%**, closed-unmerged rate **5%**, open rate **20%**) +- recent public PR activity: **21 PRs** (16 merged / 1 closed-unmerged / 4 open; merged rate **76%**, closed-unmerged rate **5%**, open rate **19%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **targets high-star repos** @@ -1422,7 +1398,7 @@ Example artifacts: - repo primary artifacts: **6** - snapshot authored PRs/issues: **6 PRs / 0 issues** - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments** -- account age: **2569 days** +- account age: **2570 days** - recent public PR activity: **54 PRs** (19 merged / 12 closed-unmerged / 23 open; merged rate **35%**, closed-unmerged rate **22%**, open rate **43%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **high**, automation risk **medium** @@ -1439,13 +1415,13 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJJJYmmm) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJJJYmmm) - repo first seen: `2026-01-27T10:34:17Z` -- repo last seen: `2026-04-10T10:15:37Z` +- repo last seen: `2026-04-17T07:28:58Z` - first seen in snapshot: **no** - repo association: **CONTRIBUTOR** - repo primary artifacts: **6** - snapshot authored PRs/issues: **6 PRs / 0 issues** -- snapshot discussion activity: **16 comments / 26 reviews / 26 review comments** -- account age: **1647 days** +- snapshot discussion activity: **17 comments / 26 reviews / 26 review comments** +- account age: **1648 days** - recent public PR activity: **11 PRs** (9 merged / 2 closed-unmerged / 0 open; merged rate **82%**, closed-unmerged rate **18%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -1462,14 +1438,14 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aalbertvillanova) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aalbertvillanova) - repo first seen: `2026-01-17T10:42:01Z` -- repo last seen: `2026-04-13T13:35:35Z` +- repo last seen: `2026-04-17T13:43:32Z` - first seen in snapshot: **no** - repo association: **MEMBER** - repo primary artifacts: **8** - snapshot authored PRs/issues: **5 PRs / 3 issues** -- snapshot discussion activity: **10 comments / 9 reviews / 6 review comments** -- account age: **4256 days** -- recent public PR activity: **157 PRs** (142 merged / 10 closed-unmerged / 5 open; merged rate **90%**, closed-unmerged rate **6%**, open rate **3%**) +- snapshot discussion activity: **14 comments / 9 reviews / 6 review comments** +- account age: **4257 days** +- recent public PR activity: **157 PRs** (143 merged / 10 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **6%**, open rate **3%**) - public orgs: `huggingface`, `aiinnova`, `bigscience-workshop` - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **extremely high recent PR volume; targets high-star repos** @@ -1488,13 +1464,13 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALysandreJik) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALysandreJik) - repo first seen: `2024-08-30T13:38:48Z` -- repo last seen: `2026-04-15T12:15:24Z` +- repo last seen: `2026-04-17T08:01:08Z` - first seen in snapshot: **no** - repo association: **MEMBER** - repo primary artifacts: **7** - snapshot authored PRs/issues: **5 PRs / 2 issues** -- snapshot discussion activity: **14 comments / 26 reviews / 36 review comments** -- account age: **3176 days** +- snapshot discussion activity: **14 comments / 27 reviews / 42 review comments** +- account age: **3177 days** - recent public PR activity: **7 PRs** (5 merged / 1 closed-unmerged / 1 open; merged rate **71%**, closed-unmerged rate **14%**, open rate **14%**) - public orgs: `conda-forge`, `huggingface`, `ProjectBlackFalcon`, `PyTorch-Community-Voices`, `PyTorch-GitHub-Badge-Ecosystem-Day`, `Hugging-Face-Supporter`, `Hugging-Face-Helping-Hand` - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -1542,8 +1518,8 @@ Example artifacts: - repo primary artifacts: **5** - snapshot authored PRs/issues: **5 PRs / 0 issues** - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments** -- account age: **3497 days** -- recent public PR activity: **173 PRs** (49 merged / 50 closed-unmerged / 74 open; merged rate **28%**, closed-unmerged rate **29%**, open rate **43%**) +- account age: **3498 days** +- recent public PR activity: **174 PRs** (49 merged / 50 closed-unmerged / 75 open; merged rate **28%**, closed-unmerged rate **29%**, open rate **43%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium** - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos** @@ -1565,8 +1541,8 @@ Example artifacts: - repo primary artifacts: **5** - snapshot authored PRs/issues: **5 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **1175 days** -- recent public PR activity: **5 PRs** (1 merged / 3 closed-unmerged / 1 open; merged rate **20%**, closed-unmerged rate **60%**, open rate **20%**) +- account age: **1176 days** +- recent public PR activity: **4 PRs** (0 merged / 3 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **low**, automation risk **low** - heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos** @@ -1589,7 +1565,7 @@ Example artifacts: - snapshot authored PRs/issues: **5 PRs / 0 issues** - snapshot discussion activity: **10 comments / 0 reviews / 0 review comments** - account age: **5651 days** -- recent public PR activity: **1000 PRs** (417 merged / 248 closed-unmerged / 384 open; merged rate **42%**, closed-unmerged rate **25%**, open rate **34%**) +- recent public PR activity: **1000 PRs** (412 merged / 231 closed-unmerged / 416 open; merged rate **41%**, closed-unmerged rate **23%**, open rate **36%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium** - heuristic read: **extremely high recent PR volume; very broad repo spread** @@ -1628,14 +1604,14 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adacorvo) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adacorvo) - repo first seen: `2026-03-13T14:45:22Z` -- repo last seen: `2026-04-16T09:02:34Z` +- repo last seen: `2026-04-17T14:05:08Z` - first seen in snapshot: **no** - repo association: **MEMBER** - repo primary artifacts: **10** - snapshot authored PRs/issues: **4 PRs / 6 issues** -- snapshot discussion activity: **8 comments / 6 reviews / 6 review comments** -- account age: **5037 days** -- recent public PR activity: **20 PRs** (10 merged / 5 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**) +- snapshot discussion activity: **11 comments / 6 reviews / 6 review comments** +- account age: **5038 days** +- recent public PR activity: **21 PRs** (10 merged / 7 closed-unmerged / 4 open; merged rate **48%**, closed-unmerged rate **33%**, open rate **19%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** - heuristic read: **—** @@ -1646,7 +1622,7 @@ Example artifacts: - [PR #44669: Use `index_select` instead of advanced indexing in `batched_mm_experts_forward`](https://github.com/huggingface/transformers/pull/44669) — closed - [Issue #44748: [Neuron] Auto-select StaticCache when device is Neuron](https://github.com/huggingface/transformers/issues/44748) — open - [Issue #44742: [Neuron] Static-shape generation loop for compilation-friendly inference](https://github.com/huggingface/transformers/issues/44742) — open -- [Issue #44741: [Neuron] Improve transformers compatibility with AWS Neuron devices](https://github.com/huggingface/transformers/issues/44741) — open +- [Issue #44741: [Neuron] Improve transformers compatibility with AWS Neuron devices](https://github.com/huggingface/transformers/issues/44741) — closed ### `KoichiYasuoka` @@ -1660,7 +1636,7 @@ Example artifacts: - repo primary artifacts: **7** - snapshot authored PRs/issues: **4 PRs / 3 issues** - snapshot discussion activity: **14 comments / 1 reviews / 1 review comments** -- account age: **3838 days** +- account age: **3839 days** - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **low**, automation risk **low** @@ -1756,8 +1732,8 @@ Example artifacts: - repo primary artifacts: **4** - snapshot authored PRs/issues: **4 PRs / 0 issues** - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments** -- account age: **66 days** -- recent public PR activity: **214 PRs** (73 merged / 80 closed-unmerged / 61 open; merged rate **34%**, closed-unmerged rate **37%**, open rate **28%**) +- account age: **67 days** +- recent public PR activity: **219 PRs** (72 merged / 77 closed-unmerged / 70 open; merged rate **33%**, closed-unmerged rate **35%**, open rate **32%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **high** - heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos** @@ -1773,12 +1749,12 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARudrenduPaul) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARudrenduPaul) - repo first seen: `2026-04-09T09:34:42Z` -- repo last seen: `2026-04-11T06:43:33Z` +- repo last seen: `2026-04-17T02:42:53Z` - first seen in snapshot: **no** - repo association: **CONTRIBUTOR** - repo primary artifacts: **4** - snapshot authored PRs/issues: **4 PRs / 0 issues** -- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments** +- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments** - account age: **2912 days** - recent public PR activity: **23 PRs** (6 merged / 7 closed-unmerged / 10 open; merged rate **26%**, closed-unmerged rate **30%**, open rate **43%**) - public orgs: none visible @@ -1836,6 +1812,55 @@ Example artifacts: - [PR #44086: [MGP-STR] Refactor output tracing to use capture_outputs/can_return_tuple decorators](https://github.com/huggingface/transformers/pull/44086) — open - [PR #44085: Refactor RemBERT to use output tracing decorators](https://github.com/huggingface/transformers/pull/44085) — open +### `jw9603` + +- profile: [github.com/jw9603](https://github.com/jw9603) +- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajw9603) +- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajw9603) +- repo first seen: `2026-03-04T00:51:26Z` +- repo last seen: `2026-04-16T23:31:05Z` +- first seen in snapshot: **no** +- repo association: **CONTRIBUTOR** +- repo primary artifacts: **5** +- snapshot authored PRs/issues: **3 PRs / 2 issues** +- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments** +- account age: **2050 days** +- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**) +- public orgs: none visible +- compact scores: follow-through **weak**, breadth **low**, automation risk **low** +- heuristic read: **targets high-star repos** + +Example artifacts: +- [PR #45486: fix: return empty tuple from import_protobuf_decode_error when protobuf is unavailable](https://github.com/huggingface/transformers/pull/45486) — open +- [PR #44436: Fix continuous batching for multimodal models](https://github.com/huggingface/transformers/pull/44436) — closed, merged +- [PR #44424: Fix `transformers serve --continuous-batching` for multimodal models](https://github.com/huggingface/transformers/pull/44424) — closed +- [Issue #45459: `except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed](https://github.com/huggingface/transformers/issues/45459) — open +- [Issue #44423: [Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) — AttributeError: 'str' object has no attribute 'to'](https://github.com/huggingface/transformers/issues/44423) — closed + +### `paulinebm` + +- profile: [github.com/paulinebm](https://github.com/paulinebm) +- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apaulinebm) +- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apaulinebm) +- repo first seen: `2026-03-25T14:55:10Z` +- repo last seen: `2026-04-17T14:18:37Z` +- first seen in snapshot: **no** +- repo association: **MEMBER** +- repo primary artifacts: **4** +- snapshot authored PRs/issues: **3 PRs / 1 issues** +- snapshot discussion activity: **0 comments / 2 reviews / 1 review comments** +- account age: **830 days** +- recent public PR activity: **159 PRs** (156 merged / 2 closed-unmerged / 1 open; merged rate **98%**, closed-unmerged rate **1%**, open rate **1%**) +- public orgs: none visible +- compact scores: follow-through **strong**, breadth **very high**, automation risk **medium** +- heuristic read: **extremely high recent PR volume; very broad repo spread; no visible non-self stars** + +Example artifacts: +- [PR #45495: revert sha commit pointing to main for transformers_amd_ci_ workflows](https://github.com/huggingface/transformers/pull/45495) — closed, merged +- [PR #45442: Update workflow references to new commit hash](https://github.com/huggingface/transformers/pull/45442) — closed, merged +- [PR #45180: 🔒 Pin GitHub Actions to commit SHAs](https://github.com/huggingface/transformers/pull/45180) — closed, merged +- [Issue #45182: 🔒 Track: Pin GitHub Actions to commit SHAs](https://github.com/huggingface/transformers/issues/45182) — closed + ### `Cursx` - profile: [github.com/Cursx](https://github.com/Cursx) @@ -1871,7 +1896,7 @@ Example artifacts: - repo primary artifacts: **3** - snapshot authored PRs/issues: **3 PRs / 0 issues** - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments** -- account age: **507 days** +- account age: **508 days** - recent public PR activity: **46 PRs** (30 merged / 5 closed-unmerged / 11 open; merged rate **65%**, closed-unmerged rate **11%**, open rate **24%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **high**, automation risk **low** @@ -1917,7 +1942,7 @@ Example artifacts: - repo primary artifacts: **3** - snapshot authored PRs/issues: **3 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **4010 days** +- account age: **4011 days** - recent public PR activity: **206 PRs** (64 merged / 82 closed-unmerged / 60 open; merged rate **31%**, closed-unmerged rate **40%**, open rate **29%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium** @@ -1940,7 +1965,7 @@ Example artifacts: - repo primary artifacts: **3** - snapshot authored PRs/issues: **3 PRs / 0 issues** - snapshot discussion activity: **5 comments / 3 reviews / 3 review comments** -- account age: **2851 days** +- account age: **2852 days** - recent public PR activity: **26 PRs** (20 merged / 5 closed-unmerged / 1 open; merged rate **77%**, closed-unmerged rate **19%**, open rate **4%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -1986,8 +2011,8 @@ Example artifacts: - repo primary artifacts: **3** - snapshot authored PRs/issues: **3 PRs / 0 issues** - snapshot discussion activity: **6 comments / 1 reviews / 1 review comments** -- account age: **1229 days** -- recent public PR activity: **113 PRs** (42 merged / 14 closed-unmerged / 57 open; merged rate **37%**, closed-unmerged rate **12%**, open rate **50%**) +- account age: **1230 days** +- recent public PR activity: **115 PRs** (43 merged / 15 closed-unmerged / 57 open; merged rate **37%**, closed-unmerged rate **13%**, open rate **50%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium** - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos** @@ -2009,7 +2034,7 @@ Example artifacts: - repo primary artifacts: **3** - snapshot authored PRs/issues: **3 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **52 days** +- account age: **53 days** - recent public PR activity: **5 PRs** (3 merged / 2 closed-unmerged / 0 open; merged rate **60%**, closed-unmerged rate **40%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **medium** @@ -2124,7 +2149,7 @@ Example artifacts: - repo primary artifacts: **10** - snapshot authored PRs/issues: **10 PRs / 0 issues** - snapshot discussion activity: **9 comments / 23 reviews / 23 review comments** -- account age: **1465 days** +- account age: **1466 days** - recent public PR activity: **15 PRs** (7 merged / 3 closed-unmerged / 5 open; merged rate **47%**, closed-unmerged rate **20%**, open rate **33%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -2170,7 +2195,7 @@ Example artifacts: - repo primary artifacts: **11** - snapshot authored PRs/issues: **4 PRs / 7 issues** - snapshot discussion activity: **5 comments / 1 reviews / 1 review comments** -- account age: **2389 days** +- account age: **2390 days** - recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -2196,7 +2221,7 @@ Example artifacts: - repo primary artifacts: **4** - snapshot authored PRs/issues: **4 PRs / 0 issues** - snapshot discussion activity: **3 comments / 29 reviews / 1 review comments** -- account age: **101 days** +- account age: **102 days** - recent public PR activity: **3 PRs** (1 merged / 2 closed-unmerged / 0 open; merged rate **33%**, closed-unmerged rate **67%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **low**, automation risk **medium** @@ -2219,8 +2244,8 @@ Example artifacts: - repo primary artifacts: **4** - snapshot authored PRs/issues: **4 PRs / 0 issues** - snapshot discussion activity: **37 comments / 296 reviews / 297 review comments** -- account age: **2073 days** -- recent public PR activity: **17 PRs** (13 merged / 2 closed-unmerged / 2 open; merged rate **76%**, closed-unmerged rate **12%**, open rate **12%**) +- account age: **2074 days** +- recent public PR activity: **19 PRs** (16 merged / 2 closed-unmerged / 1 open; merged rate **84%**, closed-unmerged rate **11%**, open rate **5%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** - heuristic read: **targets high-star repos** @@ -2242,7 +2267,7 @@ Example artifacts: - repo primary artifacts: **6** - snapshot authored PRs/issues: **3 PRs / 3 issues** - snapshot discussion activity: **10 comments / 16 reviews / 17 review comments** -- account age: **3316 days** +- account age: **3317 days** - recent public PR activity: **61 PRs** (52 merged / 1 closed-unmerged / 8 open; merged rate **85%**, closed-unmerged rate **2%**, open rate **13%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -2269,7 +2294,7 @@ Example artifacts: - snapshot authored PRs/issues: **3 PRs / 1 issues** - snapshot discussion activity: **6 comments / 19 reviews / 19 review comments** - account age: **5241 days** -- recent public PR activity: **15 PRs** (12 merged / 1 closed-unmerged / 2 open; merged rate **80%**, closed-unmerged rate **7%**, open rate **13%**) +- recent public PR activity: **16 PRs** (13 merged / 1 closed-unmerged / 2 open; merged rate **81%**, closed-unmerged rate **6%**, open rate **12%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **high**, automation risk **low** - heuristic read: **broad repo spread** @@ -2303,30 +2328,6 @@ Example artifacts: - [PR #44089: Refactor t5 output tracing](https://github.com/huggingface/transformers/pull/44089) — closed - [PR #44010: [SqueezeBert] Migrate to standardized output collection decorators](https://github.com/huggingface/transformers/pull/44010) — open -### `jw9603` - -- profile: [github.com/jw9603](https://github.com/jw9603) -- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajw9603) -- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajw9603) -- repo first seen: `2026-03-04T00:51:26Z` -- repo last seen: `2026-04-16T01:05:01Z` -- first seen in snapshot: **no** -- repo association: **CONTRIBUTOR** -- repo primary artifacts: **4** -- snapshot authored PRs/issues: **2 PRs / 2 issues** -- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments** -- account age: **2049 days** -- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**) -- public orgs: none visible -- compact scores: follow-through **mixed**, breadth **low**, automation risk **low** -- heuristic read: **many recent closed-unmerged PRs; targets high-star repos** - -Example artifacts: -- [PR #44436: Fix continuous batching for multimodal models](https://github.com/huggingface/transformers/pull/44436) — closed, merged -- [PR #44424: Fix `transformers serve --continuous-batching` for multimodal models](https://github.com/huggingface/transformers/pull/44424) — closed -- [Issue #45459: `except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed](https://github.com/huggingface/transformers/issues/45459) — open -- [Issue #44423: [Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) — AttributeError: 'str' object has no attribute 'to'](https://github.com/huggingface/transformers/issues/44423) — closed - ### `w4nderlust` - profile: [github.com/w4nderlust](https://github.com/w4nderlust) @@ -2339,8 +2340,8 @@ Example artifacts: - repo primary artifacts: **4** - snapshot authored PRs/issues: **2 PRs / 2 issues** - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments** -- account age: **5739 days** -- recent public PR activity: **70 PRs** (57 merged / 2 closed-unmerged / 11 open; merged rate **81%**, closed-unmerged rate **3%**, open rate **16%**) +- account age: **5740 days** +- recent public PR activity: **72 PRs** (57 merged / 2 closed-unmerged / 13 open; merged rate **79%**, closed-unmerged rate **3%**, open rate **18%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **high recent PR volume; targets high-star repos** @@ -2374,29 +2375,6 @@ Example artifacts: - [PR #45111: Fix double softmax in MoE router load-balancing loss](https://github.com/huggingface/transformers/pull/45111) — closed - [Issue #45120: Double softmax in MoE router load-balancing loss (mixtral, qwen2_moe, qwen3_vl_moe families)](https://github.com/huggingface/transformers/issues/45120) — closed -### `paulinebm` - -- profile: [github.com/paulinebm](https://github.com/paulinebm) -- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apaulinebm) -- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apaulinebm) -- repo first seen: `2026-03-25T14:55:10Z` -- repo last seen: `2026-04-14T18:49:49Z` -- first seen in snapshot: **no** -- repo association: **MEMBER** -- repo primary artifacts: **3** -- snapshot authored PRs/issues: **2 PRs / 1 issues** -- snapshot discussion activity: **0 comments / 2 reviews / 1 review comments** -- account age: **829 days** -- recent public PR activity: **158 PRs** (155 merged / 2 closed-unmerged / 1 open; merged rate **98%**, closed-unmerged rate **1%**, open rate **1%**) -- public orgs: none visible -- compact scores: follow-through **strong**, breadth **very high**, automation risk **medium** -- heuristic read: **extremely high recent PR volume; very broad repo spread; no visible non-self stars** - -Example artifacts: -- [PR #45442: Update workflow references to new commit hash](https://github.com/huggingface/transformers/pull/45442) — closed, merged -- [PR #45180: 🔒 Pin GitHub Actions to commit SHAs](https://github.com/huggingface/transformers/pull/45180) — closed, merged -- [Issue #45182: 🔒 Track: Pin GitHub Actions to commit SHAs](https://github.com/huggingface/transformers/issues/45182) — closed - ### `23atharvaS` - profile: [github.com/23atharvaS](https://github.com/23atharvaS) @@ -2504,7 +2482,7 @@ Example artifacts: - heuristic read: **high open PR share; no visible non-self stars** Example artifacts: -- [PR #45388: Make Gemma4ClippableLinear inherit from nn.Linear for PEFT/LoRA compatibility](https://github.com/huggingface/transformers/pull/45388) — open +- [PR #45388: Make Gemma4ClippableLinear inherit from nn.Linear for PEFT/LoRA compatibility](https://github.com/huggingface/transformers/pull/45388) — closed - [PR #45387: Fix flash_attention_3 detection and import for hopper wheel installs](https://github.com/huggingface/transformers/pull/45387) — closed ### `AmineDiro` @@ -2541,7 +2519,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **1715 days** +- account age: **1716 days** - recent public PR activity: **5 PRs** (3 merged / 0 closed-unmerged / 2 open; merged rate **60%**, closed-unmerged rate **0%**, open rate **40%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -2557,14 +2535,14 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan) - repo first seen: `2024-10-17T11:56:32Z` -- repo last seen: `2026-04-14T10:02:31Z` +- repo last seen: `2026-04-17T09:56:33Z` - first seen in snapshot: **no** - repo association: **MEMBER** - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** -- snapshot discussion activity: **11 comments / 4 reviews / 4 review comments** -- account age: **4500 days** -- recent public PR activity: **49 PRs** (44 merged / 1 closed-unmerged / 4 open; merged rate **90%**, closed-unmerged rate **2%**, open rate **8%**) +- snapshot discussion activity: **12 comments / 4 reviews / 4 review comments** +- account age: **4501 days** +- recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**) - public orgs: `huggingface` - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **high recent PR volume; targets high-star repos** @@ -2585,8 +2563,8 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments** -- account age: **3610 days** -- recent public PR activity: **55 PRs** (37 merged / 5 closed-unmerged / 13 open; merged rate **67%**, closed-unmerged rate **9%**, open rate **24%**) +- account age: **3611 days** +- recent public PR activity: **57 PRs** (38 merged / 5 closed-unmerged / 14 open; merged rate **67%**, closed-unmerged rate **9%**, open rate **25%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **high**, automation risk **low** - heuristic read: **high recent PR volume; broad repo spread** @@ -2805,8 +2783,8 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **4 comments / 2 reviews / 2 review comments** -- account age: **2868 days** -- recent public PR activity: **113 PRs** (41 merged / 18 closed-unmerged / 54 open; merged rate **36%**, closed-unmerged rate **16%**, open rate **48%**) +- account age: **2869 days** +- recent public PR activity: **114 PRs** (41 merged / 19 closed-unmerged / 54 open; merged rate **36%**, closed-unmerged rate **17%**, open rate **47%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium** - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos** @@ -2844,7 +2822,7 @@ Example artifacts: - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJah-yee) - repo first seen: `2026-04-16T00:55:40Z` - repo last seen: `2026-04-16T06:44:51Z` -- first seen in snapshot: **yes** +- first seen in snapshot: **no** - repo association: **NONE** - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** @@ -2893,7 +2871,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **8 comments / 0 reviews / 0 review comments** -- account age: **1842 days** +- account age: **1843 days** - recent public PR activity: **6 PRs** (3 merged / 1 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **17%**, open rate **33%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -2915,7 +2893,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments** -- account age: **2225 days** +- account age: **2226 days** - recent public PR activity: **6 PRs** (2 merged / 0 closed-unmerged / 4 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**) - public orgs: `CynatraDevelopers` - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low** @@ -3069,7 +3047,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **1 comments / 2 reviews / 2 review comments** -- account age: **2021 days** +- account age: **2022 days** - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **low**, automation risk **low** @@ -3113,7 +3091,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments** -- account age: **314 days** +- account age: **315 days** - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -3145,28 +3123,6 @@ Example artifacts: - [PR #44630: Fix Qwen3.5 num_labels propagation to text_config (fix #44625)](https://github.com/huggingface/transformers/pull/44630) — closed - [PR #44615: Restore is_torch_fx_available for trust_remote_code backwards compatibility](https://github.com/huggingface/transformers/pull/44615) — open -### `mmahjoub5` - -- profile: [github.com/mmahjoub5](https://github.com/mmahjoub5) -- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ammahjoub5) -- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ammahjoub5) -- repo first seen: `2026-02-15T04:01:26Z` -- repo last seen: `2026-02-26T01:01:37Z` -- first seen in snapshot: **no** -- repo association: **FIRST_TIME_CONTRIBUTOR** -- repo primary artifacts: **2** -- snapshot authored PRs/issues: **2 PRs / 0 issues** -- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments** -- account age: **2407 days** -- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**) -- public orgs: none visible -- compact scores: follow-through **weak**, breadth **low**, automation risk **low** -- heuristic read: **high open PR share; targets high-star repos** - -Example artifacts: -- [PR #44076: Refectored modeling_imagegpt.py to enable hooks to capture_outputs](https://github.com/huggingface/transformers/pull/44076) — open -- [PR #44024: Focalnet standardized outputs](https://github.com/huggingface/transformers/pull/44024) — open - ### `onwp` - profile: [github.com/onwp](https://github.com/onwp) @@ -3180,9 +3136,9 @@ Example artifacts: - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments** - account age: **2575 days** -- recent public PR activity: **14 PRs** (4 merged / 1 closed-unmerged / 9 open; merged rate **29%**, closed-unmerged rate **7%**, open rate **64%**) +- recent public PR activity: **14 PRs** (5 merged / 1 closed-unmerged / 8 open; merged rate **36%**, closed-unmerged rate **7%**, open rate **57%**) - public orgs: none visible -- compact scores: follow-through **weak**, breadth **high**, automation risk **low** +- compact scores: follow-through **mixed**, breadth **high**, automation risk **low** - heuristic read: **broad repo spread; high open PR share; targets high-star repos** Example artifacts: @@ -3245,10 +3201,10 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments** -- account age: **205 days** -- recent public PR activity: **199 PRs** (38 merged / 70 closed-unmerged / 91 open; merged rate **19%**, closed-unmerged rate **35%**, open rate **46%**) +- account age: **206 days** +- recent public PR activity: **202 PRs** (38 merged / 72 closed-unmerged / 92 open; merged rate **19%**, closed-unmerged rate **36%**, open rate **46%**) - public orgs: none visible -- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium** +- compact scores: follow-through **weak**, breadth **very high**, automation risk **high** - heuristic read: **young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos** Example artifacts: @@ -3261,12 +3217,12 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Artrompier) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Artrompier) - repo first seen: `2026-04-15T08:26:45Z` -- repo last seen: `2026-04-16T11:59:17Z` +- repo last seen: `2026-04-17T09:17:55Z` - first seen in snapshot: **no** - repo association: **MEMBER** - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** -- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** +- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments** - account age: **4939 days** - recent public PR activity: **104 PRs** (59 merged / 2 closed-unmerged / 43 open; merged rate **57%**, closed-unmerged rate **2%**, open rate **41%**) - public orgs: `smartwavesa` @@ -3274,7 +3230,7 @@ Example artifacts: - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share** Example artifacts: -- [PR #45474: chore: bump doc-builder SHA for main doc build workflow](https://github.com/huggingface/transformers/pull/45474) — open, draft +- [PR #45474: chore: bump doc-builder SHA for main doc build workflow](https://github.com/huggingface/transformers/pull/45474) — closed, draft - [PR #45450: chore: bump doc-builder SHA for PR upload workflow](https://github.com/huggingface/transformers/pull/45450) — open ### `saslifat-gif` @@ -3285,7 +3241,7 @@ Example artifacts: - repo first seen: `2026-04-02T14:08:15Z` - repo last seen: `2026-04-16T15:45:37Z` - first seen in snapshot: **no** -- repo association: **FIRST_TIME_CONTRIBUTOR** +- repo association: **CONTRIBUTOR** - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **8 comments / 0 reviews / 0 review comments** @@ -3296,7 +3252,7 @@ Example artifacts: - heuristic read: **young account; high open PR share; targets high-star repos** Example artifacts: -- [PR #45402: Fix ZeRO-3 from_pretrained: load registered buffers in _load_state_dict_into_zero3_model](https://github.com/huggingface/transformers/pull/45402) — open +- [PR #45402: Fix ZeRO-3 from_pretrained: load registered buffers in _load_state_dict_into_zero3_model](https://github.com/huggingface/transformers/pull/45402) — closed, merged - [PR #45191: Add edge case tests for out-of-range token id decoding in Qwen2 tokenizer](https://github.com/huggingface/transformers/pull/45191) — closed ### `sdharani91` @@ -3333,11 +3289,11 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments** -- account age: **3717 days** -- recent public PR activity: **24 PRs** (18 merged / 0 closed-unmerged / 6 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**) +- account age: **3718 days** +- recent public PR activity: **28 PRs** (18 merged / 0 closed-unmerged / 10 open; merged rate **64%**, closed-unmerged rate **0%**, open rate **36%**) - public orgs: `JdeRobot`, `TheRoboticsClub`, `huggingface` -- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** -- heuristic read: **targets high-star repos** +- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** +- heuristic read: **high recent PR volume; targets high-star repos** Example artifacts: - [PR #44873: Fix VL model rope_deltas batch size mismatch in online RL training](https://github.com/huggingface/transformers/pull/44873) — closed, merged @@ -3465,8 +3421,8 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments** -- account age: **2697 days** -- recent public PR activity: **149 PRs** (34 merged / 73 closed-unmerged / 42 open; merged rate **23%**, closed-unmerged rate **49%**, open rate **28%**) +- account age: **2698 days** +- recent public PR activity: **149 PRs** (34 merged / 74 closed-unmerged / 41 open; merged rate **23%**, closed-unmerged rate **50%**, open rate **28%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium** - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos** @@ -3487,7 +3443,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments** -- account age: **1636 days** +- account age: **1637 days** - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **low**, automation risk **low** @@ -3531,7 +3487,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments** -- account age: **1757 days** +- account age: **1758 days** - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -3575,7 +3531,7 @@ Example artifacts: - repo primary artifacts: **13** - snapshot authored PRs/issues: **13 PRs / 0 issues** - snapshot discussion activity: **26 comments / 10 reviews / 10 review comments** -- account age: **1632 days** +- account age: **1633 days** - recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **low**, automation risk **low** @@ -3598,7 +3554,7 @@ Example artifacts: - repo primary artifacts: **6** - snapshot authored PRs/issues: **6 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **562 days** +- account age: **563 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -3621,7 +3577,7 @@ Example artifacts: - repo primary artifacts: **6** - snapshot authored PRs/issues: **5 PRs / 1 issues** - snapshot discussion activity: **19 comments / 119 reviews / 433 review comments** -- account age: **2872 days** +- account age: **2873 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -3645,7 +3601,7 @@ Example artifacts: - repo primary artifacts: **5** - snapshot authored PRs/issues: **5 PRs / 0 issues** - snapshot discussion activity: **1 comments / 5 reviews / 5 review comments** -- account age: **2323 days** +- account age: **2324 days** - recent public PR activity: **12 PRs** (10 merged / 1 closed-unmerged / 1 open; merged rate **83%**, closed-unmerged rate **8%**, open rate **8%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -3668,8 +3624,8 @@ Example artifacts: - repo primary artifacts: **4** - snapshot authored PRs/issues: **4 PRs / 0 issues** - snapshot discussion activity: **9 comments / 31 reviews / 31 review comments** -- account age: **976 days** -- recent public PR activity: **29 PRs** (25 merged / 1 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **3%**, open rate **10%**) +- account age: **977 days** +- recent public PR activity: **29 PRs** (26 merged / 1 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **3%**, open rate **7%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** - heuristic read: **high recent PR volume** @@ -3691,7 +3647,7 @@ Example artifacts: - repo primary artifacts: **4** - snapshot authored PRs/issues: **4 PRs / 0 issues** - snapshot discussion activity: **8 comments / 7 reviews / 7 review comments** -- account age: **3338 days** +- account age: **3339 days** - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **low**, automation risk **low** @@ -3714,7 +3670,7 @@ Example artifacts: - repo primary artifacts: **3** - snapshot authored PRs/issues: **3 PRs / 0 issues** - snapshot discussion activity: **20 comments / 14 reviews / 14 review comments** -- account age: **2803 days** +- account age: **2804 days** - recent public PR activity: **6 PRs** (4 merged / 0 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -3737,7 +3693,7 @@ Example artifacts: - repo primary artifacts: **3** - snapshot authored PRs/issues: **3 PRs / 0 issues** - snapshot discussion activity: **3 comments / 1 reviews / 2 review comments** -- account age: **5826 days** +- account age: **5827 days** - recent public PR activity: **11 PRs** (9 merged / 1 closed-unmerged / 1 open; merged rate **82%**, closed-unmerged rate **9%**, open rate **9%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -3760,8 +3716,8 @@ Example artifacts: - repo primary artifacts: **3** - snapshot authored PRs/issues: **3 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **1621 days** -- recent public PR activity: **54 PRs** (11 merged / 10 closed-unmerged / 33 open; merged rate **20%**, closed-unmerged rate **19%**, open rate **61%**) +- account age: **1622 days** +- recent public PR activity: **55 PRs** (12 merged / 10 closed-unmerged / 33 open; merged rate **22%**, closed-unmerged rate **18%**, open rate **60%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium** - heuristic read: **high recent PR volume; very broad repo spread; high open PR share** @@ -3806,7 +3762,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments** -- account age: **3056 days** +- account age: **3057 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -3850,7 +3806,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** - snapshot discussion activity: **22 comments / 13 reviews / 13 review comments** -- account age: **4208 days** +- account age: **4209 days** - recent public PR activity: **9 PRs** (1 merged / 5 closed-unmerged / 3 open; merged rate **11%**, closed-unmerged rate **56%**, open rate **33%**) - public orgs: `systers`, `crowdresearch` - compact scores: follow-through **weak**, breadth **low**, automation risk **low** @@ -3882,19 +3838,41 @@ Example artifacts: - [PR #44171: Parakeet tdt](https://github.com/huggingface/transformers/pull/44171) — open - [PR #43357: Add Parakeet TDT model support](https://github.com/huggingface/transformers/pull/43357) — closed +### `mmahjoub5` + +- profile: [github.com/mmahjoub5](https://github.com/mmahjoub5) +- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ammahjoub5) +- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ammahjoub5) +- repo first seen: `2026-02-15T04:01:26Z` +- repo last seen: `2026-02-26T01:01:37Z` +- first seen in snapshot: **no** +- repo association: **FIRST_TIME_CONTRIBUTOR** +- repo primary artifacts: **2** +- snapshot authored PRs/issues: **2 PRs / 0 issues** +- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments** +- account age: **2407 days** +- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**) +- public orgs: none visible +- compact scores: follow-through **weak**, breadth **low**, automation risk **low** +- heuristic read: **high open PR share; targets high-star repos** + +Example artifacts: +- [PR #44076: Refectored modeling_imagegpt.py to enable hooks to capture_outputs](https://github.com/huggingface/transformers/pull/44076) — open +- [PR #44024: Focalnet standardized outputs](https://github.com/huggingface/transformers/pull/44024) — open + ### `nuxlear` - profile: [github.com/nuxlear](https://github.com/nuxlear) - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anuxlear) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anuxlear) - repo first seen: `2026-01-02T07:29:46Z` -- repo last seen: `2026-04-16T08:52:35Z` +- repo last seen: `2026-04-17T15:23:49Z` - first seen in snapshot: **no** - repo association: **CONTRIBUTOR** - repo primary artifacts: **2** - snapshot authored PRs/issues: **2 PRs / 0 issues** -- snapshot discussion activity: **5 comments / 11 reviews / 11 review comments** -- account age: **3756 days** +- snapshot discussion activity: **5 comments / 17 reviews / 17 review comments** +- account age: **3757 days** - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **low**, automation risk **low** @@ -4073,8 +4051,8 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **2 comments / 4 reviews / 4 review comments** -- account age: **1788 days** -- recent public PR activity: **30 PRs** (12 merged / 7 closed-unmerged / 11 open; merged rate **40%**, closed-unmerged rate **23%**, open rate **37%**) +- account age: **1789 days** +- recent public PR activity: **30 PRs** (13 merged / 7 closed-unmerged / 10 open; merged rate **43%**, closed-unmerged rate **23%**, open rate **33%**) - public orgs: `kubeflow`, `opendatahub-io`, `red-hat-data-services`, `CareerPod`, `instructlab-public`, `Kubeflow-Commons-Hub` - compact scores: follow-through **mixed**, breadth **high**, automation risk **low** - heuristic read: **high recent PR volume; broad repo spread; no visible non-self stars** @@ -4095,7 +4073,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments** -- account age: **876 days** +- account age: **877 days** - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -4117,7 +4095,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **2180 days** +- account age: **2181 days** - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -4183,7 +4161,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments** -- account age: **4009 days** +- account age: **4010 days** - recent public PR activity: **13 PRs** (11 merged / 1 closed-unmerged / 1 open; merged rate **85%**, closed-unmerged rate **8%**, open rate **8%**) - public orgs: `eWaterCycle` - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -4205,7 +4183,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments** -- account age: **2395 days** +- account age: **2396 days** - recent public PR activity: **28 PRs** (20 merged / 3 closed-unmerged / 5 open; merged rate **71%**, closed-unmerged rate **11%**, open rate **18%**) - public orgs: `ndif-team` - compact scores: follow-through **mixed**, breadth **high**, automation risk **low** @@ -4271,7 +4249,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **2019 days** +- account age: **2020 days** - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -4425,7 +4403,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **3536 days** +- account age: **3537 days** - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**) - public orgs: `kubernetes` - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -4557,7 +4535,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments** -- account age: **2009 days** +- account age: **2010 days** - recent public PR activity: **10 PRs** (9 merged / 0 closed-unmerged / 1 open; merged rate **90%**, closed-unmerged rate **0%**, open rate **10%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -4579,7 +4557,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments** -- account age: **3030 days** +- account age: **3031 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -4601,7 +4579,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **2 comments / 2 reviews / 2 review comments** -- account age: **3767 days** +- account age: **3768 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -4623,8 +4601,8 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **1771 days** -- recent public PR activity: **239 PRs** (37 merged / 81 closed-unmerged / 121 open; merged rate **15%**, closed-unmerged rate **34%**, open rate **51%**) +- account age: **1772 days** +- recent public PR activity: **239 PRs** (37 merged / 82 closed-unmerged / 120 open; merged rate **15%**, closed-unmerged rate **34%**, open rate **50%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **high** - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos** @@ -4667,7 +4645,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments** -- account age: **2240 days** +- account age: **2241 days** - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -4711,7 +4689,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **1 comments / 4 reviews / 4 review comments** -- account age: **4266 days** +- account age: **4267 days** - recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**) - public orgs: `microsoft` - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -4865,7 +4843,7 @@ Example artifacts: - repo primary artifacts: **2** - snapshot authored PRs/issues: **1 PRs / 1 issues** - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments** -- account age: **3428 days** +- account age: **3429 days** - recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -4953,7 +4931,7 @@ Example artifacts: - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** - account age: **341 days** -- recent public PR activity: **32 PRs** (14 merged / 11 closed-unmerged / 7 open; merged rate **44%**, closed-unmerged rate **34%**, open rate **22%**) +- recent public PR activity: **34 PRs** (14 merged / 12 closed-unmerged / 8 open; merged rate **41%**, closed-unmerged rate **35%**, open rate **24%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **high**, automation risk **low** - heuristic read: **young account; high recent PR volume; broad repo spread** @@ -5078,8 +5056,8 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **3 comments / 4 reviews / 4 review comments** -- account age: **5074 days** -- recent public PR activity: **68 PRs** (58 merged / 7 closed-unmerged / 3 open; merged rate **85%**, closed-unmerged rate **10%**, open rate **4%**) +- account age: **5075 days** +- recent public PR activity: **76 PRs** (64 merged / 8 closed-unmerged / 4 open; merged rate **84%**, closed-unmerged rate **11%**, open rate **5%**) - public orgs: `huggingface`, `gradio-app` - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** - heuristic read: **high recent PR volume** @@ -5099,7 +5077,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **2 comments / 1 reviews / 1 review comments** -- account age: **2636 days** +- account age: **2637 days** - recent public PR activity: **32 PRs** (29 merged / 2 closed-unmerged / 1 open; merged rate **91%**, closed-unmerged rate **6%**, open rate **3%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -5246,7 +5224,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **2600 days** +- account age: **2601 days** - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**) - public orgs: none visible - compact scores: follow-through **n/a**, breadth **low**, automation risk **low** @@ -5288,7 +5266,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **2974 days** +- account age: **2975 days** - recent public PR activity: **34 PRs** (29 merged / 0 closed-unmerged / 5 open; merged rate **85%**, closed-unmerged rate **0%**, open rate **15%**) - public orgs: `huggingface`, `Hugging-Face-Helping-Hand` - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -5330,7 +5308,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments** -- account age: **148 days** +- account age: **149 days** - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -5414,7 +5392,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments** -- account age: **1724 days** +- account age: **1725 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -5456,7 +5434,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **1729 days** +- account age: **1730 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -5477,7 +5455,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments** -- account age: **2769 days** +- account age: **2770 days** - recent public PR activity: **5 PRs** (4 merged / 0 closed-unmerged / 1 open; merged rate **80%**, closed-unmerged rate **0%**, open rate **20%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -5519,7 +5497,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **9 comments / 5 reviews / 5 review comments** -- account age: **5038 days** +- account age: **5039 days** - recent public PR activity: **6 PRs** (4 merged / 0 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -5603,7 +5581,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **2066 days** +- account age: **2067 days** - recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -5666,8 +5644,8 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **2066 days** -- recent public PR activity: **170 PRs** (57 merged / 97 closed-unmerged / 16 open; merged rate **34%**, closed-unmerged rate **57%**, open rate **9%**) +- account age: **2067 days** +- recent public PR activity: **170 PRs** (57 merged / 98 closed-unmerged / 15 open; merged rate **34%**, closed-unmerged rate **58%**, open rate **9%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium** - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs** @@ -5877,7 +5855,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **1862 days** +- account age: **1863 days** - recent public PR activity: **14 PRs** (10 merged / 2 closed-unmerged / 2 open; merged rate **71%**, closed-unmerged rate **14%**, open rate **14%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -5919,7 +5897,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **1763 days** +- account age: **1764 days** - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -5940,7 +5918,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **587 days** +- account age: **588 days** - recent public PR activity: **6 PRs** (5 merged / 1 closed-unmerged / 0 open; merged rate **83%**, closed-unmerged rate **17%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -5978,7 +5956,7 @@ Example artifacts: - repo first seen: `2026-04-12T10:14:58Z` - repo last seen: `2026-04-14T03:10:27Z` - first seen in snapshot: **no** -- repo association: **FIRST_TIME_CONTRIBUTOR** +- repo association: **NONE** - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments** @@ -5989,7 +5967,7 @@ Example artifacts: - heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos** Example artifacts: -- [PR #45384: generation/stopping_criteria: short-circuit StoppingCriteriaList when all sequences are done](https://github.com/huggingface/transformers/pull/45384) — open +- [PR #45384: generation/stopping_criteria: short-circuit StoppingCriteriaList when all sequences are done](https://github.com/huggingface/transformers/pull/45384) — closed ### `giulio-leone` @@ -6024,7 +6002,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments** -- account age: **341 days** +- account age: **342 days** - recent public PR activity: **5 PRs** (5 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -6066,7 +6044,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **651 days** +- account age: **652 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -6108,7 +6086,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments** -- account age: **3947 days** +- account age: **3948 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -6276,8 +6254,8 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **2 comments / 3 reviews / 3 review comments** -- account age: **420 days** -- recent public PR activity: **4 PRs** (2 merged / 1 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**) +- account age: **421 days** +- recent public PR activity: **4 PRs** (3 merged / 1 closed-unmerged / 0 open; merged rate **75%**, closed-unmerged rate **25%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** - heuristic read: **—** @@ -6339,8 +6317,8 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **2 comments / 1 reviews / 1 review comments** -- account age: **2319 days** -- recent public PR activity: **66 PRs** (56 merged / 7 closed-unmerged / 3 open; merged rate **85%**, closed-unmerged rate **11%**, open rate **5%**) +- account age: **2320 days** +- recent public PR activity: **68 PRs** (58 merged / 7 closed-unmerged / 3 open; merged rate **85%**, closed-unmerged rate **10%**, open rate **4%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** - heuristic read: **high recent PR volume; targets high-star repos** @@ -6348,27 +6326,6 @@ Example artifacts: Example artifacts: - [PR #44307: fix(modeling_attn_mask_utils): remove FutureWarning from logger.warning_once()](https://github.com/huggingface/transformers/pull/44307) — closed, merged -### `itzyesse99-lgtm` - -- profile: [github.com/itzyesse99-lgtm](https://github.com/itzyesse99-lgtm) -- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aitzyesse99-lgtm) -- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aitzyesse99-lgtm) -- repo first seen: `2026-02-16T12:01:26Z` -- repo last seen: `2026-02-16T12:01:26Z` -- first seen in snapshot: **no** -- repo association: **NONE** -- repo primary artifacts: **1** -- snapshot authored PRs/issues: **1 PRs / 0 issues** -- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **64 days** -- recent public PR activity: **20 PRs** (0 merged / 19 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **95%**, open rate **5%**) -- public orgs: none visible -- compact scores: follow-through **weak**, breadth **high**, automation risk **medium** -- heuristic read: **very new account; broad repo spread; many recent closed-unmerged PRs; no visible non-self stars** - -Example artifacts: -- [PR #44039: AI Fix for #43979](https://github.com/huggingface/transformers/pull/44039) — closed - ### `jagwar` - profile: [github.com/jagwar](https://github.com/jagwar) @@ -6381,7 +6338,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **3690 days** +- account age: **3691 days** - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -6524,12 +6481,12 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJiauZhang) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJiauZhang) - repo first seen: `2026-04-15T14:00:11Z` -- repo last seen: `2026-04-16T11:38:30Z` +- repo last seen: `2026-04-17T12:13:20Z` - first seen in snapshot: **no** -- repo association: **FIRST_TIME_CONTRIBUTOR** +- repo association: **CONTRIBUTOR** - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** -- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments** +- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments** - account age: **2917 days** - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**) - public orgs: none visible @@ -6537,7 +6494,7 @@ Example artifacts: - heuristic read: **high open PR share; targets high-star repos** Example artifacts: -- [PR #45461: Remove redundant condition checks in `get_image_size` method](https://github.com/huggingface/transformers/pull/45461) — open +- [PR #45461: Remove redundant condition checks in `get_image_size` method](https://github.com/huggingface/transformers/pull/45461) — closed, merged ### `JiwaniZakir` @@ -6551,8 +6508,8 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments** -- account age: **1385 days** -- recent public PR activity: **312 PRs** (71 merged / 130 closed-unmerged / 111 open; merged rate **23%**, closed-unmerged rate **42%**, open rate **36%**) +- account age: **1386 days** +- recent public PR activity: **326 PRs** (73 merged / 137 closed-unmerged / 116 open; merged rate **22%**, closed-unmerged rate **42%**, open rate **36%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **high** - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs** @@ -6677,7 +6634,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments** -- account age: **3492 days** +- account age: **3493 days** - recent public PR activity: **9 PRs** (4 merged / 2 closed-unmerged / 3 open; merged rate **44%**, closed-unmerged rate **22%**, open rate **33%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -6719,7 +6676,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments** -- account age: **813 days** +- account age: **814 days** - recent public PR activity: **29 PRs** (22 merged / 2 closed-unmerged / 5 open; merged rate **76%**, closed-unmerged rate **7%**, open rate **17%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -6740,7 +6697,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **2 comments / 6 reviews / 6 review comments** -- account age: **2323 days** +- account age: **2324 days** - recent public PR activity: **3 PRs** (3 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -6777,7 +6734,7 @@ Example artifacts: - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akevinmalana) - repo first seen: `2026-04-16T10:03:07Z` - repo last seen: `2026-04-16T10:03:07Z` -- first seen in snapshot: **yes** +- first seen in snapshot: **no** - repo association: **NONE** - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** @@ -6887,7 +6844,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **2 comments / 3 reviews / 3 review comments** -- account age: **226 days** +- account age: **227 days** - recent public PR activity: **9 PRs** (6 merged / 1 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **11%**, open rate **22%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -6950,7 +6907,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **3243 days** +- account age: **3244 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -7001,6 +6958,27 @@ Example artifacts: Example artifacts: - [PR #45257: [Gemma4] Fix chat template and stop tokens for OpenAI tool calling compatibility](https://github.com/huggingface/transformers/pull/45257) — closed, draft +### `lvliang-intel` + +- profile: [github.com/lvliang-intel](https://github.com/lvliang-intel) +- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alvliang-intel) +- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alvliang-intel) +- repo first seen: `2026-04-17T14:12:41Z` +- repo last seen: `2026-04-17T14:12:41Z` +- first seen in snapshot: **yes** +- repo association: **FIRST_TIME_CONTRIBUTOR** +- repo primary artifacts: **1** +- snapshot authored PRs/issues: **1 PRs / 0 issues** +- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** +- account age: **1455 days** +- recent public PR activity: **22 PRs** (15 merged / 0 closed-unmerged / 7 open; merged rate **68%**, closed-unmerged rate **0%**, open rate **32%**) +- public orgs: none visible +- compact scores: follow-through **mixed**, breadth **low**, automation risk **low** +- heuristic read: **—** + +Example artifacts: +- [PR #45494: Fix: propagate quantization_config to text sub-config for composite models in AutoModelForCausalLM](https://github.com/huggingface/transformers/pull/45494) — open + ### `maanas1234` - profile: [github.com/maanas1234](https://github.com/maanas1234) @@ -7013,7 +6991,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **583 days** +- account age: **584 days** - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -7049,12 +7027,12 @@ Example artifacts: - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amarvinzh) - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amarvinzh) - repo first seen: `2026-04-07T06:49:34Z` -- repo last seen: `2026-04-16T08:35:11Z` +- repo last seen: `2026-04-17T09:26:11Z` - first seen in snapshot: **no** -- repo association: **FIRST_TIME_CONTRIBUTOR** +- repo association: **CONTRIBUTOR** - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** -- snapshot discussion activity: **5 comments / 9 reviews / 9 review comments** +- snapshot discussion activity: **6 comments / 9 reviews / 9 review comments** - account age: **4428 days** - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**) - public orgs: none visible @@ -7062,7 +7040,7 @@ Example artifacts: - heuristic read: **no visible non-self stars** Example artifacts: -- [PR #45280: add Qianfan-OCR model definition](https://github.com/huggingface/transformers/pull/45280) — open +- [PR #45280: add Qianfan-OCR model definition](https://github.com/huggingface/transformers/pull/45280) — closed, merged ### `McPatate` @@ -7118,8 +7096,8 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **3201 days** -- recent public PR activity: **116 PRs** (37 merged / 28 closed-unmerged / 51 open; merged rate **32%**, closed-unmerged rate **24%**, open rate **44%**) +- account age: **3202 days** +- recent public PR activity: **115 PRs** (37 merged / 27 closed-unmerged / 51 open; merged rate **32%**, closed-unmerged rate **23%**, open rate **44%**) - public orgs: none visible - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium** - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos** @@ -7370,7 +7348,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments** -- account age: **3181 days** +- account age: **3182 days** - recent public PR activity: **14 PRs** (11 merged / 1 closed-unmerged / 2 open; merged rate **79%**, closed-unmerged rate **7%**, open rate **14%**) - public orgs: `huggingface` - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low** @@ -7412,7 +7390,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **4095 days** +- account age: **4096 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -7862,27 +7840,6 @@ Example artifacts: Example artifacts: - [PR #44070: Add GGUF loading support for Qwen3-Next (qwen3_next) architecture](https://github.com/huggingface/transformers/pull/44070) — open -### `rwtarpit` - -- profile: [github.com/rwtarpit](https://github.com/rwtarpit) -- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arwtarpit) -- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arwtarpit) -- repo first seen: `2026-02-15T17:27:12Z` -- repo last seen: `2026-02-17T19:41:31Z` -- first seen in snapshot: **no** -- repo association: **FIRST_TIME_CONTRIBUTOR** -- repo primary artifacts: **1** -- snapshot authored PRs/issues: **1 PRs / 0 issues** -- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments** -- account age: **592 days** -- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**) -- public orgs: none visible -- compact scores: follow-through **weak**, breadth **low**, automation risk **low** -- heuristic read: **high open PR share; targets high-star repos** - -Example artifacts: -- [PR #44044: Refactor DeBERTa's output tracing interface](https://github.com/huggingface/transformers/pull/44044) — open - ### `Ryan-J-MAX` - profile: [github.com/Ryan-J-MAX](https://github.com/Ryan-J-MAX) @@ -7912,7 +7869,7 @@ Example artifacts: - repo first seen: `2026-04-06T18:01:42Z` - repo last seen: `2026-04-06T18:01:42Z` - first seen in snapshot: **no** -- repo association: **FIRST_TIME_CONTRIBUTOR** +- repo association: **CONTRIBUTOR** - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** @@ -7923,7 +7880,7 @@ Example artifacts: - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos** Example artifacts: -- [PR #45269: Fix typos in src/transformers/utils/output_capturing.py](https://github.com/huggingface/transformers/pull/45269) — open +- [PR #45269: Fix typos in src/transformers/utils/output_capturing.py](https://github.com/huggingface/transformers/pull/45269) — closed, merged ### `sachinkumarsingh092` @@ -8105,7 +8062,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments** -- account age: **930 days** +- account age: **931 days** - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **strong**, breadth **low**, automation risk **low** @@ -8184,7 +8141,7 @@ Example artifacts: - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASpectual) - repo first seen: `2026-04-16T06:54:56Z` - repo last seen: `2026-04-16T06:54:56Z` -- first seen in snapshot: **yes** +- first seen in snapshot: **no** - repo association: **FIRST_TIME_CONTRIBUTOR** - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** @@ -8273,7 +8230,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **749 days** +- account age: **750 days** - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -8294,7 +8251,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **563 days** +- account age: **564 days** - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **low**, automation risk **low** @@ -8483,7 +8440,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **481 days** +- account age: **482 days** - recent public PR activity: **7 PRs** (4 merged / 3 closed-unmerged / 0 open; merged rate **57%**, closed-unmerged rate **43%**, open rate **0%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low** @@ -8546,7 +8503,7 @@ Example artifacts: - repo primary artifacts: **1** - snapshot authored PRs/issues: **1 PRs / 0 issues** - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments** -- account age: **1872 days** +- account age: **1873 days** - recent public PR activity: **5 PRs** (3 merged / 1 closed-unmerged / 1 open; merged rate **60%**, closed-unmerged rate **20%**, open rate **20%**) - public orgs: none visible - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**