Refresh transformers dataset snapshot 20260506T000041Z
Browse files- README.md +1 -1
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- snapshots/latest.json +4 -4
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README.md
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- eval set creation
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Notes:
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- latest snapshot: `
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- raw data only; no labels or moderation decisions
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- PR metadata, file-level patch hunks, and full unified diffs are included
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- full file contents for changed files are not included
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- eval set creation
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Notes:
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- latest snapshot: `20260506T000041Z`
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- raw data only; no labels or moderation decisions
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- PR metadata, file-level patch hunks, and full unified diffs are included
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| 10685 |
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| 10686 |
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{
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| 10687 |
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| 10689 |
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| 10690 |
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{
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| 10697 |
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| 10698 |
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"number": 44508,
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| 10699 |
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"title": "Fix unexpected `position_ids` keys when loading OwlViT models",
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| 10700 |
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"url": "https://github.com/huggingface/transformers/pull/44508",
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| 10701 |
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| 10702 |
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"merged": true,
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| 10703 |
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| 10704 |
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"created_at": "2026-03-06T18:49:59Z"
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| 10705 |
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| 10706 |
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| 10707 |
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| 10709 |
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| 10710 |
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| 10712 |
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| 10713 |
"name": "Dr Alex Mitre",
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| 11149 |
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| 11150 |
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| 11151 |
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| 12179 |
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acaiovicentino",
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| 12180 |
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acaiovicentino",
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| 12181 |
"repo_first_seen_at": "2026-04-03T01:52:14Z",
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| 12182 |
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| 12183 |
"repo_primary_artifact_count": 2,
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| 12184 |
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| 12185 |
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| 12186 |
"snapshot_pr_count": 1,
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| 12187 |
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| 12188 |
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| 12190 |
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|
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|
| 12519 |
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Advdimitrov13",
|
| 12520 |
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Advdimitrov13",
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| 12521 |
"repo_first_seen_at": "2026-04-24T14:56:28Z",
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| 12522 |
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| 12523 |
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| 12524 |
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| 12525 |
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| 12526 |
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| 12527 |
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| 12528 |
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| 12529 |
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| 12530 |
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| 14278 |
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| 14279 |
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| 22839 |
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| 22842 |
"follow_through_score": "strong",
|
new-contributors-report.md
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-05-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
@@ -16,7 +16,7 @@
|
|
| 16 |
| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 65 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 17 |
| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 50 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 18 |
| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 43 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 19 |
-
| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2025-01-06T17:52:26Z` |
|
| 20 |
| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 42 | 1 | mixed | low | low | targets high-star repos |
|
| 21 |
| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 39 | 0 | strong | low | low | targets high-star repos |
|
| 22 |
| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 32 | 20 | strong | low | low | targets high-star repos |
|
|
@@ -28,9 +28,9 @@
|
|
| 28 |
| `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 |
|
| 29 |
| `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 |
|
| 30 |
| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 17 | 3 | strong | low | low | — |
|
|
|
|
| 31 |
| `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 16 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
|
| 32 |
| `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-12-16T08:22:52Z` | 16 | 1 | strong | moderate | low | targets high-star repos |
|
| 33 |
-
| `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 |
|
| 34 |
| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 15 | 0 | strong | moderate | low | — |
|
| 35 |
| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
|
| 36 |
| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 14 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
|
|
@@ -49,7 +49,7 @@
|
|
| 49 |
| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 6 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 50 |
| `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 6 | 0 | mixed | moderate | low | targets high-star repos |
|
| 51 |
| `kchpp940` | [profile](https://github.com/kchpp940) | no | NONE | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 52 |
-
| `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no |
|
| 53 |
| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 54 |
| `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 |
|
| 55 |
| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
|
|
@@ -76,7 +76,6 @@
|
|
| 76 |
| `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5708d | `2024-10-17T15:17:05Z` | 8 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
|
| 77 |
| `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 |
|
| 78 |
| `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 79 |
-
| `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 |
|
| 80 |
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 81 |
| `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 |
|
| 82 |
| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
|
|
@@ -105,7 +104,6 @@
|
|
| 105 |
| `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 106 |
| `jonghwanhyeon` | [profile](https://github.com/jonghwanhyeon) | no | CONTRIBUTOR | 5135d | `2026-04-21T11:42:03Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 107 |
| `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 |
|
| 108 |
-
| `KartikPawade` | [profile](https://github.com/KartikPawade) | no | CONTRIBUTOR | 1843d | `2026-03-06T18:49:59Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
|
| 109 |
| `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 |
|
| 110 |
| `Kaz-scr` | [profile](https://github.com/Kaz-scr) | no | FIRST_TIME_CONTRIBUTOR | 1941d | `2026-04-30T15:39:40Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 111 |
| `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 |
|
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@@ -134,6 +132,7 @@
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| 134 |
| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume |
|
| 135 |
| `CodersAcademy006` | [profile](https://github.com/CodersAcademy006) | no | CONTRIBUTOR | 1448d | `2025-10-15T09:44:53Z` | 6 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 136 |
| `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 |
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| 137 |
| `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
|
| 138 |
| `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 139 |
| `gabe-l-hart` | [profile](https://github.com/gabe-l-hart) | no | CONTRIBUTOR | 5242d | `2026-02-04T17:55:19Z` | 3 | 1 | strong | high | low | broad repo spread |
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@@ -145,6 +144,7 @@
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| 145 |
| `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 |
|
| 146 |
| `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 147 |
| `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
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| 148 |
| `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 149 |
| `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 |
|
| 150 |
| `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
|
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@@ -196,7 +196,6 @@
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| 196 |
| `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 |
|
| 197 |
| `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 |
|
| 198 |
| `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 |
|
| 199 |
-
| `0xDELUXA` | [profile](https://github.com/0xDELUXA) | no | CONTRIBUTOR | 341d | `2026-03-06T18:03:49Z` | 1 | 0 | mixed | high | low | young account; high recent PR volume; broad repo spread |
|
| 200 |
| `aarushisingh04` | [profile](https://github.com/aarushisingh04) | no | CONTRIBUTOR | 1351d | `2026-03-27T18:26:03Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
|
| 201 |
| `aashay-sarvam` | [profile](https://github.com/aashay-sarvam) | no | FIRST_TIME_CONTRIBUTOR | 883d | `2026-03-10T11:55:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 202 |
| `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 |
|
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@@ -211,7 +210,7 @@
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| 211 |
| `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 |
|
| 212 |
| `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 |
|
| 213 |
| `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 |
|
| 214 |
-
| `Aktharnvdv` | [profile](https://github.com/Aktharnvdv) |
|
| 215 |
| `aliyevaladddin` | [profile](https://github.com/aliyevaladddin) | no | FIRST_TIME_CONTRIBUTOR | 334d | `2026-04-23T20:22:49Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
|
| 216 |
| `AlrIsmail` | [profile](https://github.com/AlrIsmail) | no | FIRST_TIME_CONTRIBUTOR | 1299d | `2026-04-26T14:26:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 217 |
| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | NONE | 9d | `2026-04-22T13:14:19Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
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@@ -298,7 +297,7 @@
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| 298 |
| `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4429d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 299 |
| `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 300 |
| `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-11-10T16:50:33Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
|
| 301 |
-
| `Melnuno` | [profile](https://github.com/Melnuno) |
|
| 302 |
| `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 |
|
| 303 |
| `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 304 |
| `mobicham` | [profile](https://github.com/mobicham) | no | CONTRIBUTOR | 2961d | `2026-03-18T20:18:41Z` | 1 | 0 | strong | moderate | low | — |
|
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@@ -326,7 +325,7 @@
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| 326 |
| `pratapyash` | [profile](https://github.com/pratapyash) | no | NONE | 3227d | `2026-04-24T07:14:52Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 327 |
| `pritishyuvraj` | [profile](https://github.com/pritishyuvraj) | no | FIRST_TIME_CONTRIBUTOR | 3913d | `2026-04-30T04:36:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 328 |
| `rain-1` | [profile](https://github.com/rain-1) | no | CONTRIBUTOR | 3706d | `2026-03-10T07:09:07Z` | 1 | 0 | weak | low | low | high open PR share |
|
| 329 |
-
| `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) |
|
| 330 |
| `RicardoLee510520` | [profile](https://github.com/RicardoLee510520) | no | FIRST_TIMER | 168d | `2026-03-19T06:30:53Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
|
| 331 |
| `RobTand` | [profile](https://github.com/RobTand) | no | NONE | 3405d | `2026-05-02T19:12:41Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
|
| 332 |
| `roycho96` | [profile](https://github.com/roycho96) | no | FIRST_TIME_CONTRIBUTOR | 2160d | `2026-03-20T15:08:32Z` | 1 | 0 | mixed | moderate | low | high open PR share |
|
|
@@ -346,7 +345,7 @@
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|
| 346 |
| `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 |
|
| 347 |
| `silencelamb` | [profile](https://github.com/silencelamb) | no | FIRST_TIME_CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 348 |
| `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
|
| 349 |
-
| `SindhuRaghuram97` | [profile](https://github.com/SindhuRaghuram97) |
|
| 350 |
| `songyuc` | [profile](https://github.com/songyuc) | no | NONE | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 351 |
| `Spectual` | [profile](https://github.com/Spectual) | no | NONE | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
| 352 |
| `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 |
|
|
@@ -550,11 +549,11 @@ Example artifacts:
|
|
| 550 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
|
| 551 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
|
| 552 |
- repo first seen: `2025-01-06T17:52:26Z`
|
| 553 |
-
- repo last seen: `2026-05-
|
| 554 |
- first seen in snapshot: **no**
|
| 555 |
- repo association: **MEMBER**
|
| 556 |
-
- repo primary artifacts: **
|
| 557 |
-
- snapshot authored PRs/issues: **
|
| 558 |
- snapshot discussion activity: **26 comments / 120 reviews / 198 review comments**
|
| 559 |
- account age: **2296 days**
|
| 560 |
- recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
|
|
@@ -563,9 +562,9 @@ Example artifacts:
|
|
| 563 |
- heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
|
| 564 |
|
| 565 |
Example artifacts:
|
|
|
|
| 566 |
- [PR #45732: [skills] fine-tuning](https://github.com/huggingface/transformers/pull/45732) — open, draft
|
| 567 |
- [PR #45705: [skills] model doc](https://github.com/huggingface/transformers/pull/45705) — open, draft
|
| 568 |
-
- [PR #45660: [docs] cpu offloading](https://github.com/huggingface/transformers/pull/45660) — closed, merged
|
| 569 |
- [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
|
| 570 |
|
| 571 |
### `vasqu`
|
|
@@ -834,6 +833,32 @@ Example artifacts:
|
|
| 834 |
- [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
|
| 835 |
- [Issue #43317: device_map=auto fails to load the dequantized model on gpu+cpu offload](https://github.com/huggingface/transformers/issues/43317) — closed
|
| 836 |
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|
| 837 |
### `hmellor`
|
| 838 |
|
| 839 |
- profile: [github.com/hmellor](https://github.com/hmellor)
|
|
@@ -883,32 +908,6 @@ Example artifacts:
|
|
| 883 |
- [PR #45219: Add MoE to Gemma4 TP plan](https://github.com/huggingface/transformers/pull/45219) — closed, merged
|
| 884 |
- [Issue #42890: tests/models/sam_hq/test_modeling_sam_hq.py::SamHQModelIntegrationTest may fail since a lot of cases are lack of set_seed()](https://github.com/huggingface/transformers/issues/42890) — closed
|
| 885 |
|
| 886 |
-
### `qgallouedec`
|
| 887 |
-
|
| 888 |
-
- profile: [github.com/qgallouedec](https://github.com/qgallouedec)
|
| 889 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
|
| 890 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
|
| 891 |
-
- repo first seen: `2024-12-13T13:39:10Z`
|
| 892 |
-
- repo last seen: `2026-05-05T16:00:53Z`
|
| 893 |
-
- first seen in snapshot: **no**
|
| 894 |
-
- repo association: **MEMBER**
|
| 895 |
-
- repo primary artifacts: **28**
|
| 896 |
-
- snapshot authored PRs/issues: **15 PRs / 13 issues**
|
| 897 |
-
- snapshot discussion activity: **34 comments / 47 reviews / 47 review comments**
|
| 898 |
-
- account age: **2692 days**
|
| 899 |
-
- recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
|
| 900 |
-
- public orgs: `huggingface`
|
| 901 |
-
- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
|
| 902 |
-
- heuristic read: **extremely high recent PR volume; targets high-star repos**
|
| 903 |
-
|
| 904 |
-
Example artifacts:
|
| 905 |
-
- [PR #45443: Raise 400 on model mismatch when `transformers serve` is pinned](https://github.com/huggingface/transformers/pull/45443) — closed, merged
|
| 906 |
-
- [PR #45422: Drop `content=None` from messages in `apply_chat_template`](https://github.com/huggingface/transformers/pull/45422) — open
|
| 907 |
-
- [PR #45418: [serve] Forward `tool_calls`/`tool_call_id` in processor inputs](https://github.com/huggingface/transformers/pull/45418) — closed, merged
|
| 908 |
-
- [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
|
| 909 |
-
- [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
|
| 910 |
-
- [Issue #44514: `Qwen2_5_VLProcessor.apply_chat_template` crashes on batched input when `padding=False`](https://github.com/huggingface/transformers/issues/44514) — closed
|
| 911 |
-
|
| 912 |
### `Abdennacer-Badaoui`
|
| 913 |
|
| 914 |
- profile: [github.com/Abdennacer-Badaoui](https://github.com/Abdennacer-Badaoui)
|
|
@@ -1335,7 +1334,7 @@ Example artifacts:
|
|
| 1335 |
- repo first seen: `2026-05-03T18:22:43Z`
|
| 1336 |
- repo last seen: `2026-05-05T17:24:06Z`
|
| 1337 |
- first seen in snapshot: **no**
|
| 1338 |
-
- repo association: **
|
| 1339 |
- repo primary artifacts: **5**
|
| 1340 |
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 1341 |
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
|
@@ -1346,7 +1345,7 @@ Example artifacts:
|
|
| 1346 |
- heuristic read: **high recent PR volume; targets high-star repos**
|
| 1347 |
|
| 1348 |
Example artifacts:
|
| 1349 |
-
- [PR #45792: fix: forward use_cache kwarg to attention mixer in nemotron_h](https://github.com/huggingface/transformers/pull/45792) —
|
| 1350 |
- [PR #45791: fix: validate special token ids against attribute values](https://github.com/huggingface/transformers/pull/45791) — open
|
| 1351 |
- [PR #45757: fix: align attention_mask padding with appended eos token in clvp](https://github.com/huggingface/transformers/pull/45757) — closed
|
| 1352 |
|
|
@@ -1965,32 +1964,6 @@ Example artifacts:
|
|
| 1965 |
- [PR #44830: Add AudioFlamingoNext model](https://github.com/huggingface/transformers/pull/44830) — open
|
| 1966 |
- [PR #43538: Add Music Flamingo](https://github.com/huggingface/transformers/pull/43538) — closed, merged
|
| 1967 |
|
| 1968 |
-
### `math-hiyoko`
|
| 1969 |
-
|
| 1970 |
-
- profile: [github.com/math-hiyoko](https://github.com/math-hiyoko)
|
| 1971 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amath-hiyoko)
|
| 1972 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amath-hiyoko)
|
| 1973 |
-
- repo first seen: `2026-02-08T01:31:10Z`
|
| 1974 |
-
- repo last seen: `2026-03-14T04:24:20Z`
|
| 1975 |
-
- first seen in snapshot: **no**
|
| 1976 |
-
- repo association: **CONTRIBUTOR**
|
| 1977 |
-
- repo primary artifacts: **11**
|
| 1978 |
-
- snapshot authored PRs/issues: **4 PRs / 7 issues**
|
| 1979 |
-
- snapshot discussion activity: **5 comments / 1 reviews / 1 review comments**
|
| 1980 |
-
- account age: **2390 days**
|
| 1981 |
-
- recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
|
| 1982 |
-
- public orgs: none visible
|
| 1983 |
-
- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
|
| 1984 |
-
- heuristic read: **targets high-star repos**
|
| 1985 |
-
|
| 1986 |
-
Example artifacts:
|
| 1987 |
-
- [PR #44513: Fix: Remove references to transformers run command](https://github.com/huggingface/transformers/pull/44513) — closed, merged
|
| 1988 |
-
- [PR #44510: Fix: Remove references to `text2text-generation`, `summarization` and `translation` pipeline tasks](https://github.com/huggingface/transformers/pull/44510) — closed, merged
|
| 1989 |
-
- [PR #43903: fix: TextClassificationPipeline docs mentioning deprecated return_all_scores](https://github.com/huggingface/transformers/pull/43903) — closed, merged
|
| 1990 |
-
- [Issue #44671: CamemBERT produces incorrect masked LM predictions in v5](https://github.com/huggingface/transformers/issues/44671) — closed
|
| 1991 |
-
- [Issue #44512: Docs still mention transformers run command which was removed in v5](https://github.com/huggingface/transformers/issues/44512) — closed
|
| 1992 |
-
- [Issue #44509: Docs still mention text2text-generation / summarization / translation pipeline tasks which were removed in v5](https://github.com/huggingface/transformers/issues/44509) — closed
|
| 1993 |
-
|
| 1994 |
### `jw9603`
|
| 1995 |
|
| 1996 |
- profile: [github.com/jw9603](https://github.com/jw9603)
|
|
@@ -2620,28 +2593,6 @@ Example artifacts:
|
|
| 2620 |
- [PR #45235: feat/rfc/poc: Agnostic GPU](https://github.com/huggingface/transformers/pull/45235) — closed, draft
|
| 2621 |
- [PR #44980: bug-fix: do not assume torch.cuda is available when setting up norm values, even if flash linear attention is available](https://github.com/huggingface/transformers/pull/44980) — closed
|
| 2622 |
|
| 2623 |
-
### `KartikPawade`
|
| 2624 |
-
|
| 2625 |
-
- profile: [github.com/KartikPawade](https://github.com/KartikPawade)
|
| 2626 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKartikPawade)
|
| 2627 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKartikPawade)
|
| 2628 |
-
- repo first seen: `2026-03-06T18:49:59Z`
|
| 2629 |
-
- repo last seen: `2026-03-18T16:22:25Z`
|
| 2630 |
-
- first seen in snapshot: **no**
|
| 2631 |
-
- repo association: **CONTRIBUTOR**
|
| 2632 |
-
- repo primary artifacts: **2**
|
| 2633 |
-
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 2634 |
-
- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
|
| 2635 |
-
- account age: **1843 days**
|
| 2636 |
-
- recent public PR activity: **6 PRs** (3 merged / 1 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **17%**, open rate **33%**)
|
| 2637 |
-
- public orgs: none visible
|
| 2638 |
-
- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
|
| 2639 |
-
- heuristic read: **targets high-star repos**
|
| 2640 |
-
|
| 2641 |
-
Example artifacts:
|
| 2642 |
-
- [PR #44518: fix: Qwen2_5_VLProcessor crashes on batched input when padding=False …](https://github.com/huggingface/transformers/pull/44518) — closed
|
| 2643 |
-
- [PR #44508: Fix unexpected `position_ids` keys when loading OwlViT models](https://github.com/huggingface/transformers/pull/44508) — closed, merged
|
| 2644 |
-
|
| 2645 |
### `Kash6`
|
| 2646 |
|
| 2647 |
- profile: [github.com/Kash6](https://github.com/Kash6)
|
|
@@ -3044,12 +2995,12 @@ Example artifacts:
|
|
| 3044 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asdharani91)
|
| 3045 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asdharani91)
|
| 3046 |
- repo first seen: `2026-03-18T05:45:40Z`
|
| 3047 |
-
- repo last seen: `2026-05-
|
| 3048 |
- first seen in snapshot: **no**
|
| 3049 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 3050 |
- repo primary artifacts: **2**
|
| 3051 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3052 |
-
- snapshot discussion activity: **
|
| 3053 |
- account age: **3365 days**
|
| 3054 |
- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
|
| 3055 |
- public orgs: none visible
|
|
@@ -3261,6 +3212,32 @@ Example artifacts:
|
|
| 3261 |
- [PR #43665: fix](https://github.com/huggingface/transformers/pull/43665) — open
|
| 3262 |
- [PR #43648: check](https://github.com/huggingface/transformers/pull/43648) — closed
|
| 3263 |
|
|
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|
|
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|
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|
|
|
|
|
|
| 3264 |
### `JaredforReal`
|
| 3265 |
|
| 3266 |
- profile: [github.com/JaredforReal](https://github.com/JaredforReal)
|
|
@@ -3512,6 +3489,28 @@ Example artifacts:
|
|
| 3512 |
- [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — closed, merged
|
| 3513 |
- [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
|
| 3514 |
|
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|
|
|
|
| 3515 |
### `mitre88`
|
| 3516 |
|
| 3517 |
- profile: [github.com/mitre88](https://github.com/mitre88)
|
|
@@ -3968,12 +3967,12 @@ Example artifacts:
|
|
| 3968 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acaiovicentino)
|
| 3969 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acaiovicentino)
|
| 3970 |
- repo first seen: `2026-04-03T01:52:14Z`
|
| 3971 |
-
- repo last seen: `2026-
|
| 3972 |
- first seen in snapshot: **no**
|
| 3973 |
- repo association: **NONE**
|
| 3974 |
- repo primary artifacts: **2**
|
| 3975 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 3976 |
-
- snapshot discussion activity: **
|
| 3977 |
- account age: **470 days**
|
| 3978 |
- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
|
| 3979 |
- public orgs: none visible
|
|
@@ -4078,12 +4077,12 @@ Example artifacts:
|
|
| 4078 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Advdimitrov13)
|
| 4079 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Advdimitrov13)
|
| 4080 |
- repo first seen: `2026-04-24T14:56:28Z`
|
| 4081 |
-
- repo last seen: `2026-05-
|
| 4082 |
- first seen in snapshot: **no**
|
| 4083 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4084 |
- repo primary artifacts: **2**
|
| 4085 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 4086 |
-
- snapshot discussion activity: **
|
| 4087 |
- account age: **2296 days**
|
| 4088 |
- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 4089 |
- public orgs: none visible
|
|
@@ -4643,27 +4642,6 @@ Example artifacts:
|
|
| 4643 |
Example artifacts:
|
| 4644 |
- [PR #44511: Fix get_docstring_indentation_level to handle compiled functions](https://github.com/huggingface/transformers/pull/44511) — closed
|
| 4645 |
|
| 4646 |
-
### `0xDELUXA`
|
| 4647 |
-
|
| 4648 |
-
- profile: [github.com/0xDELUXA](https://github.com/0xDELUXA)
|
| 4649 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A0xDELUXA)
|
| 4650 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A0xDELUXA)
|
| 4651 |
-
- repo first seen: `2026-03-06T18:03:49Z`
|
| 4652 |
-
- repo last seen: `2026-03-06T18:03:49Z`
|
| 4653 |
-
- first seen in snapshot: **no**
|
| 4654 |
-
- repo association: **CONTRIBUTOR**
|
| 4655 |
-
- repo primary artifacts: **1**
|
| 4656 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 4657 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 4658 |
-
- account age: **341 days**
|
| 4659 |
-
- recent public PR activity: **34 PRs** (14 merged / 12 closed-unmerged / 8 open; merged rate **41%**, closed-unmerged rate **35%**, open rate **24%**)
|
| 4660 |
-
- public orgs: none visible
|
| 4661 |
-
- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
|
| 4662 |
-
- heuristic read: **young account; high recent PR volume; broad repo spread**
|
| 4663 |
-
|
| 4664 |
-
Example artifacts:
|
| 4665 |
-
- [PR #44507: Fix: Conditionally import `torch.distributed.fsdp` in `trainer_seq2seq.py`](https://github.com/huggingface/transformers/pull/44507) — closed, merged
|
| 4666 |
-
|
| 4667 |
### `aarushisingh04`
|
| 4668 |
|
| 4669 |
- profile: [github.com/aarushisingh04](https://github.com/aarushisingh04)
|
|
@@ -4965,7 +4943,7 @@ Example artifacts:
|
|
| 4965 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAktharnvdv)
|
| 4966 |
- repo first seen: `2026-05-05T15:06:46Z`
|
| 4967 |
- repo last seen: `2026-05-05T15:06:46Z`
|
| 4968 |
-
- first seen in snapshot: **
|
| 4969 |
- repo association: **NONE**
|
| 4970 |
- repo primary artifacts: **1**
|
| 4971 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
@@ -5342,12 +5320,12 @@ Example artifacts:
|
|
| 5342 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abutterwecksolutions)
|
| 5343 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abutterwecksolutions)
|
| 5344 |
- repo first seen: `2026-05-03T23:41:12Z`
|
| 5345 |
-
- repo last seen: `2026-05-
|
| 5346 |
- first seen in snapshot: **no**
|
| 5347 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5348 |
- repo primary artifacts: **1**
|
| 5349 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5350 |
-
- snapshot discussion activity: **
|
| 5351 |
- account age: **4479 days**
|
| 5352 |
- recent public PR activity: **8 PRs** (1 merged / 4 closed-unmerged / 3 open; merged rate **12%**, closed-unmerged rate **50%**, open rate **38%**)
|
| 5353 |
- public orgs: none visible
|
|
@@ -6793,8 +6771,8 @@ Example artifacts:
|
|
| 6793 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMelnuno)
|
| 6794 |
- repo first seen: `2026-05-05T17:30:41Z`
|
| 6795 |
- repo last seen: `2026-05-05T17:30:41Z`
|
| 6796 |
-
- first seen in snapshot: **
|
| 6797 |
-
- repo association: **
|
| 6798 |
- repo primary artifacts: **1**
|
| 6799 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 6800 |
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
|
@@ -6805,7 +6783,7 @@ Example artifacts:
|
|
| 6805 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 6806 |
|
| 6807 |
Example artifacts:
|
| 6808 |
-
- [PR #45793: [codex] save codebase deep dive audio progress](https://github.com/huggingface/transformers/pull/45793) —
|
| 6809 |
|
| 6810 |
### `milesial`
|
| 6811 |
|
|
@@ -7381,7 +7359,7 @@ Example artifacts:
|
|
| 7381 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aranjithchinnanan)
|
| 7382 |
- repo first seen: `2026-05-05T12:03:53Z`
|
| 7383 |
- repo last seen: `2026-05-05T12:03:53Z`
|
| 7384 |
-
- first seen in snapshot: **
|
| 7385 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 7386 |
- repo primary artifacts: **1**
|
| 7387 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
@@ -7801,7 +7779,7 @@ Example artifacts:
|
|
| 7801 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASindhuRaghuram97)
|
| 7802 |
- repo first seen: `2026-05-05T14:47:02Z`
|
| 7803 |
- repo last seen: `2026-05-05T14:47:02Z`
|
| 7804 |
-
- first seen in snapshot: **
|
| 7805 |
- repo association: **CONTRIBUTOR**
|
| 7806 |
- repo primary artifacts: **1**
|
| 7807 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260506T000041Z`
|
| 4 |
+
- Generated: `2026-05-06T00:01:37Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `360`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 16 |
| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 65 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 17 |
| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 50 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 18 |
| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 43 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 19 |
+
| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2025-01-06T17:52:26Z` | 43 | 1 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
|
| 20 |
| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 42 | 1 | mixed | low | low | targets high-star repos |
|
| 21 |
| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 39 | 0 | strong | low | low | targets high-star repos |
|
| 22 |
| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 32 | 20 | strong | low | low | targets high-star repos |
|
|
|
|
| 28 |
| `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 |
|
| 29 |
| `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 |
|
| 30 |
| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 17 | 3 | strong | low | low | — |
|
| 31 |
+
| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 16 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
|
| 32 |
| `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 16 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
|
| 33 |
| `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-12-16T08:22:52Z` | 16 | 1 | strong | moderate | low | targets high-star repos |
|
|
|
|
| 34 |
| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 15 | 0 | strong | moderate | low | — |
|
| 35 |
| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
|
| 36 |
| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 14 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
|
|
|
|
| 49 |
| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 6 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 50 |
| `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 6 | 0 | mixed | moderate | low | targets high-star repos |
|
| 51 |
| `kchpp940` | [profile](https://github.com/kchpp940) | no | NONE | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 52 |
+
| `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no | CONTRIBUTOR | 1583d | `2026-05-03T18:22:43Z` | 5 | 0 | weak | moderate | low | high recent PR volume; targets high-star repos |
|
| 53 |
| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 54 |
| `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 |
|
| 55 |
| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
|
|
|
|
| 76 |
| `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5708d | `2024-10-17T15:17:05Z` | 8 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
|
| 77 |
| `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 |
|
| 78 |
| `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
|
|
|
| 79 |
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 80 |
| `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 |
|
| 81 |
| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
|
|
|
|
| 104 |
| `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 105 |
| `jonghwanhyeon` | [profile](https://github.com/jonghwanhyeon) | no | CONTRIBUTOR | 5135d | `2026-04-21T11:42:03Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 106 |
| `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 |
|
|
|
|
| 107 |
| `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 |
|
| 108 |
| `Kaz-scr` | [profile](https://github.com/Kaz-scr) | no | FIRST_TIME_CONTRIBUTOR | 1941d | `2026-04-30T15:39:40Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 109 |
| `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 |
|
|
|
|
| 132 |
| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume |
|
| 133 |
| `CodersAcademy006` | [profile](https://github.com/CodersAcademy006) | no | CONTRIBUTOR | 1448d | `2025-10-15T09:44:53Z` | 6 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 134 |
| `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 |
|
| 135 |
+
| `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 |
|
| 136 |
| `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
|
| 137 |
| `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 138 |
| `gabe-l-hart` | [profile](https://github.com/gabe-l-hart) | no | CONTRIBUTOR | 5242d | `2026-02-04T17:55:19Z` | 3 | 1 | strong | high | low | broad repo spread |
|
|
|
|
| 144 |
| `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 |
|
| 145 |
| `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 146 |
| `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 147 |
+
| `KartikPawade` | [profile](https://github.com/KartikPawade) | no | CONTRIBUTOR | 1843d | `2026-03-06T18:49:59Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
|
| 148 |
| `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 149 |
| `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 |
|
| 150 |
| `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
|
|
|
|
| 196 |
| `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 |
|
| 197 |
| `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 |
|
| 198 |
| `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 |
|
|
|
|
| 199 |
| `aarushisingh04` | [profile](https://github.com/aarushisingh04) | no | CONTRIBUTOR | 1351d | `2026-03-27T18:26:03Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
|
| 200 |
| `aashay-sarvam` | [profile](https://github.com/aashay-sarvam) | no | FIRST_TIME_CONTRIBUTOR | 883d | `2026-03-10T11:55:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 201 |
| `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 |
|
|
|
|
| 210 |
| `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 |
|
| 211 |
| `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 |
|
| 212 |
| `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 |
|
| 213 |
+
| `Aktharnvdv` | [profile](https://github.com/Aktharnvdv) | no | NONE | 1965d | `2026-05-05T15:06:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 214 |
| `aliyevaladddin` | [profile](https://github.com/aliyevaladddin) | no | FIRST_TIME_CONTRIBUTOR | 334d | `2026-04-23T20:22:49Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
|
| 215 |
| `AlrIsmail` | [profile](https://github.com/AlrIsmail) | no | FIRST_TIME_CONTRIBUTOR | 1299d | `2026-04-26T14:26:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 216 |
| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | NONE | 9d | `2026-04-22T13:14:19Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
|
|
|
| 297 |
| `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4429d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 298 |
| `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 299 |
| `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-11-10T16:50:33Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
|
| 300 |
+
| `Melnuno` | [profile](https://github.com/Melnuno) | no | NONE | 2376d | `2026-05-05T17:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 301 |
| `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 |
|
| 302 |
| `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 303 |
| `mobicham` | [profile](https://github.com/mobicham) | no | CONTRIBUTOR | 2961d | `2026-03-18T20:18:41Z` | 1 | 0 | strong | moderate | low | — |
|
|
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|
| 325 |
| `pratapyash` | [profile](https://github.com/pratapyash) | no | NONE | 3227d | `2026-04-24T07:14:52Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 326 |
| `pritishyuvraj` | [profile](https://github.com/pritishyuvraj) | no | FIRST_TIME_CONTRIBUTOR | 3913d | `2026-04-30T04:36:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 327 |
| `rain-1` | [profile](https://github.com/rain-1) | no | CONTRIBUTOR | 3706d | `2026-03-10T07:09:07Z` | 1 | 0 | weak | low | low | high open PR share |
|
| 328 |
+
| `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 329 |
| `RicardoLee510520` | [profile](https://github.com/RicardoLee510520) | no | FIRST_TIMER | 168d | `2026-03-19T06:30:53Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
|
| 330 |
| `RobTand` | [profile](https://github.com/RobTand) | no | NONE | 3405d | `2026-05-02T19:12:41Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
|
| 331 |
| `roycho96` | [profile](https://github.com/roycho96) | no | FIRST_TIME_CONTRIBUTOR | 2160d | `2026-03-20T15:08:32Z` | 1 | 0 | mixed | moderate | low | high open PR share |
|
|
|
|
| 345 |
| `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 |
|
| 346 |
| `silencelamb` | [profile](https://github.com/silencelamb) | no | FIRST_TIME_CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 347 |
| `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
|
| 348 |
+
| `SindhuRaghuram97` | [profile](https://github.com/SindhuRaghuram97) | no | CONTRIBUTOR | 1319d | `2026-05-05T14:47:02Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
|
| 349 |
| `songyuc` | [profile](https://github.com/songyuc) | no | NONE | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 350 |
| `Spectual` | [profile](https://github.com/Spectual) | no | NONE | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
| 351 |
| `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 |
|
|
|
|
| 549 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
|
| 550 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
|
| 551 |
- repo first seen: `2025-01-06T17:52:26Z`
|
| 552 |
+
- repo last seen: `2026-05-05T21:03:24Z`
|
| 553 |
- first seen in snapshot: **no**
|
| 554 |
- repo association: **MEMBER**
|
| 555 |
+
- repo primary artifacts: **44**
|
| 556 |
+
- snapshot authored PRs/issues: **43 PRs / 1 issues**
|
| 557 |
- snapshot discussion activity: **26 comments / 120 reviews / 198 review comments**
|
| 558 |
- account age: **2296 days**
|
| 559 |
- recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
|
|
|
|
| 562 |
- heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
|
| 563 |
|
| 564 |
Example artifacts:
|
| 565 |
+
- [PR #45795: [docs] adding audio/video processors](https://github.com/huggingface/transformers/pull/45795) — open
|
| 566 |
- [PR #45732: [skills] fine-tuning](https://github.com/huggingface/transformers/pull/45732) — open, draft
|
| 567 |
- [PR #45705: [skills] model doc](https://github.com/huggingface/transformers/pull/45705) — open, draft
|
|
|
|
| 568 |
- [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
|
| 569 |
|
| 570 |
### `vasqu`
|
|
|
|
| 833 |
- [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
|
| 834 |
- [Issue #43317: device_map=auto fails to load the dequantized model on gpu+cpu offload](https://github.com/huggingface/transformers/issues/43317) — closed
|
| 835 |
|
| 836 |
+
### `qgallouedec`
|
| 837 |
+
|
| 838 |
+
- profile: [github.com/qgallouedec](https://github.com/qgallouedec)
|
| 839 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
|
| 840 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
|
| 841 |
+
- repo first seen: `2024-12-13T13:39:10Z`
|
| 842 |
+
- repo last seen: `2026-05-05T20:05:33Z`
|
| 843 |
+
- first seen in snapshot: **no**
|
| 844 |
+
- repo association: **MEMBER**
|
| 845 |
+
- repo primary artifacts: **29**
|
| 846 |
+
- snapshot authored PRs/issues: **16 PRs / 13 issues**
|
| 847 |
+
- snapshot discussion activity: **34 comments / 47 reviews / 47 review comments**
|
| 848 |
+
- account age: **2692 days**
|
| 849 |
+
- recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
|
| 850 |
+
- public orgs: `huggingface`
|
| 851 |
+
- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
|
| 852 |
+
- heuristic read: **extremely high recent PR volume; targets high-star repos**
|
| 853 |
+
|
| 854 |
+
Example artifacts:
|
| 855 |
+
- [PR #45794: Fix WeightConverter substring match on leaf-style source patterns](https://github.com/huggingface/transformers/pull/45794) — open
|
| 856 |
+
- [PR #45443: Raise 400 on model mismatch when `transformers serve` is pinned](https://github.com/huggingface/transformers/pull/45443) — closed, merged
|
| 857 |
+
- [PR #45422: Drop `content=None` from messages in `apply_chat_template`](https://github.com/huggingface/transformers/pull/45422) — open
|
| 858 |
+
- [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
|
| 859 |
+
- [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
|
| 860 |
+
- [Issue #44514: `Qwen2_5_VLProcessor.apply_chat_template` crashes on batched input when `padding=False`](https://github.com/huggingface/transformers/issues/44514) — closed
|
| 861 |
+
|
| 862 |
### `hmellor`
|
| 863 |
|
| 864 |
- profile: [github.com/hmellor](https://github.com/hmellor)
|
|
|
|
| 908 |
- [PR #45219: Add MoE to Gemma4 TP plan](https://github.com/huggingface/transformers/pull/45219) — closed, merged
|
| 909 |
- [Issue #42890: tests/models/sam_hq/test_modeling_sam_hq.py::SamHQModelIntegrationTest may fail since a lot of cases are lack of set_seed()](https://github.com/huggingface/transformers/issues/42890) — closed
|
| 910 |
|
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|
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|
|
|
|
|
| 911 |
### `Abdennacer-Badaoui`
|
| 912 |
|
| 913 |
- profile: [github.com/Abdennacer-Badaoui](https://github.com/Abdennacer-Badaoui)
|
|
|
|
| 1334 |
- repo first seen: `2026-05-03T18:22:43Z`
|
| 1335 |
- repo last seen: `2026-05-05T17:24:06Z`
|
| 1336 |
- first seen in snapshot: **no**
|
| 1337 |
+
- repo association: **CONTRIBUTOR**
|
| 1338 |
- repo primary artifacts: **5**
|
| 1339 |
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 1340 |
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
|
|
|
| 1345 |
- heuristic read: **high recent PR volume; targets high-star repos**
|
| 1346 |
|
| 1347 |
Example artifacts:
|
| 1348 |
+
- [PR #45792: fix: forward use_cache kwarg to attention mixer in nemotron_h](https://github.com/huggingface/transformers/pull/45792) — closed, merged
|
| 1349 |
- [PR #45791: fix: validate special token ids against attribute values](https://github.com/huggingface/transformers/pull/45791) — open
|
| 1350 |
- [PR #45757: fix: align attention_mask padding with appended eos token in clvp](https://github.com/huggingface/transformers/pull/45757) — closed
|
| 1351 |
|
|
|
|
| 1964 |
- [PR #44830: Add AudioFlamingoNext model](https://github.com/huggingface/transformers/pull/44830) — open
|
| 1965 |
- [PR #43538: Add Music Flamingo](https://github.com/huggingface/transformers/pull/43538) — closed, merged
|
| 1966 |
|
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|
| 1967 |
### `jw9603`
|
| 1968 |
|
| 1969 |
- profile: [github.com/jw9603](https://github.com/jw9603)
|
|
|
|
| 2593 |
- [PR #45235: feat/rfc/poc: Agnostic GPU](https://github.com/huggingface/transformers/pull/45235) — closed, draft
|
| 2594 |
- [PR #44980: bug-fix: do not assume torch.cuda is available when setting up norm values, even if flash linear attention is available](https://github.com/huggingface/transformers/pull/44980) — closed
|
| 2595 |
|
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|
|
|
|
| 2596 |
### `Kash6`
|
| 2597 |
|
| 2598 |
- profile: [github.com/Kash6](https://github.com/Kash6)
|
|
|
|
| 2995 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asdharani91)
|
| 2996 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asdharani91)
|
| 2997 |
- repo first seen: `2026-03-18T05:45:40Z`
|
| 2998 |
+
- repo last seen: `2026-05-05T19:07:44Z`
|
| 2999 |
- first seen in snapshot: **no**
|
| 3000 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 3001 |
- repo primary artifacts: **2**
|
| 3002 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3003 |
+
- snapshot discussion activity: **18 comments / 22 reviews / 22 review comments**
|
| 3004 |
- account age: **3365 days**
|
| 3005 |
- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
|
| 3006 |
- public orgs: none visible
|
|
|
|
| 3212 |
- [PR #43665: fix](https://github.com/huggingface/transformers/pull/43665) — open
|
| 3213 |
- [PR #43648: check](https://github.com/huggingface/transformers/pull/43648) — closed
|
| 3214 |
|
| 3215 |
+
### `math-hiyoko`
|
| 3216 |
+
|
| 3217 |
+
- profile: [github.com/math-hiyoko](https://github.com/math-hiyoko)
|
| 3218 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amath-hiyoko)
|
| 3219 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amath-hiyoko)
|
| 3220 |
+
- repo first seen: `2026-02-08T01:31:10Z`
|
| 3221 |
+
- repo last seen: `2026-03-14T04:24:20Z`
|
| 3222 |
+
- first seen in snapshot: **no**
|
| 3223 |
+
- repo association: **CONTRIBUTOR**
|
| 3224 |
+
- repo primary artifacts: **11**
|
| 3225 |
+
- snapshot authored PRs/issues: **4 PRs / 7 issues**
|
| 3226 |
+
- snapshot discussion activity: **5 comments / 1 reviews / 1 review comments**
|
| 3227 |
+
- account age: **2390 days**
|
| 3228 |
+
- recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
|
| 3229 |
+
- public orgs: none visible
|
| 3230 |
+
- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
|
| 3231 |
+
- heuristic read: **targets high-star repos**
|
| 3232 |
+
|
| 3233 |
+
Example artifacts:
|
| 3234 |
+
- [PR #44513: Fix: Remove references to transformers run command](https://github.com/huggingface/transformers/pull/44513) — closed, merged
|
| 3235 |
+
- [PR #44510: Fix: Remove references to `text2text-generation`, `summarization` and `translation` pipeline tasks](https://github.com/huggingface/transformers/pull/44510) — closed, merged
|
| 3236 |
+
- [PR #43903: fix: TextClassificationPipeline docs mentioning deprecated return_all_scores](https://github.com/huggingface/transformers/pull/43903) — closed, merged
|
| 3237 |
+
- [Issue #44671: CamemBERT produces incorrect masked LM predictions in v5](https://github.com/huggingface/transformers/issues/44671) — closed
|
| 3238 |
+
- [Issue #44512: Docs still mention transformers run command which was removed in v5](https://github.com/huggingface/transformers/issues/44512) — closed
|
| 3239 |
+
- [Issue #44509: Docs still mention text2text-generation / summarization / translation pipeline tasks which were removed in v5](https://github.com/huggingface/transformers/issues/44509) — closed
|
| 3240 |
+
|
| 3241 |
### `JaredforReal`
|
| 3242 |
|
| 3243 |
- profile: [github.com/JaredforReal](https://github.com/JaredforReal)
|
|
|
|
| 3489 |
- [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — closed, merged
|
| 3490 |
- [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
|
| 3491 |
|
| 3492 |
+
### `KartikPawade`
|
| 3493 |
+
|
| 3494 |
+
- profile: [github.com/KartikPawade](https://github.com/KartikPawade)
|
| 3495 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKartikPawade)
|
| 3496 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKartikPawade)
|
| 3497 |
+
- repo first seen: `2026-03-06T18:49:59Z`
|
| 3498 |
+
- repo last seen: `2026-03-18T16:22:25Z`
|
| 3499 |
+
- first seen in snapshot: **no**
|
| 3500 |
+
- repo association: **CONTRIBUTOR**
|
| 3501 |
+
- repo primary artifacts: **2**
|
| 3502 |
+
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3503 |
+
- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
|
| 3504 |
+
- account age: **1843 days**
|
| 3505 |
+
- recent public PR activity: **6 PRs** (3 merged / 1 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **17%**, open rate **33%**)
|
| 3506 |
+
- public orgs: none visible
|
| 3507 |
+
- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
|
| 3508 |
+
- heuristic read: **targets high-star repos**
|
| 3509 |
+
|
| 3510 |
+
Example artifacts:
|
| 3511 |
+
- [PR #44518: fix: Qwen2_5_VLProcessor crashes on batched input when padding=False …](https://github.com/huggingface/transformers/pull/44518) — closed
|
| 3512 |
+
- [PR #44508: Fix unexpected `position_ids` keys when loading OwlViT models](https://github.com/huggingface/transformers/pull/44508) — closed, merged
|
| 3513 |
+
|
| 3514 |
### `mitre88`
|
| 3515 |
|
| 3516 |
- profile: [github.com/mitre88](https://github.com/mitre88)
|
|
|
|
| 3967 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acaiovicentino)
|
| 3968 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acaiovicentino)
|
| 3969 |
- repo first seen: `2026-04-03T01:52:14Z`
|
| 3970 |
+
- repo last seen: `2026-05-05T23:36:12Z`
|
| 3971 |
- first seen in snapshot: **no**
|
| 3972 |
- repo association: **NONE**
|
| 3973 |
- repo primary artifacts: **2**
|
| 3974 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 3975 |
+
- snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
|
| 3976 |
- account age: **470 days**
|
| 3977 |
- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
|
| 3978 |
- public orgs: none visible
|
|
|
|
| 4077 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Advdimitrov13)
|
| 4078 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Advdimitrov13)
|
| 4079 |
- repo first seen: `2026-04-24T14:56:28Z`
|
| 4080 |
+
- repo last seen: `2026-05-05T18:31:30Z`
|
| 4081 |
- first seen in snapshot: **no**
|
| 4082 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4083 |
- repo primary artifacts: **2**
|
| 4084 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 4085 |
+
- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
|
| 4086 |
- account age: **2296 days**
|
| 4087 |
- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 4088 |
- public orgs: none visible
|
|
|
|
| 4642 |
Example artifacts:
|
| 4643 |
- [PR #44511: Fix get_docstring_indentation_level to handle compiled functions](https://github.com/huggingface/transformers/pull/44511) — closed
|
| 4644 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4645 |
### `aarushisingh04`
|
| 4646 |
|
| 4647 |
- profile: [github.com/aarushisingh04](https://github.com/aarushisingh04)
|
|
|
|
| 4943 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAktharnvdv)
|
| 4944 |
- repo first seen: `2026-05-05T15:06:46Z`
|
| 4945 |
- repo last seen: `2026-05-05T15:06:46Z`
|
| 4946 |
+
- first seen in snapshot: **no**
|
| 4947 |
- repo association: **NONE**
|
| 4948 |
- repo primary artifacts: **1**
|
| 4949 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
|
|
| 5320 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abutterwecksolutions)
|
| 5321 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abutterwecksolutions)
|
| 5322 |
- repo first seen: `2026-05-03T23:41:12Z`
|
| 5323 |
+
- repo last seen: `2026-05-05T21:26:59Z`
|
| 5324 |
- first seen in snapshot: **no**
|
| 5325 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5326 |
- repo primary artifacts: **1**
|
| 5327 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5328 |
+
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 5329 |
- account age: **4479 days**
|
| 5330 |
- recent public PR activity: **8 PRs** (1 merged / 4 closed-unmerged / 3 open; merged rate **12%**, closed-unmerged rate **50%**, open rate **38%**)
|
| 5331 |
- public orgs: none visible
|
|
|
|
| 6771 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMelnuno)
|
| 6772 |
- repo first seen: `2026-05-05T17:30:41Z`
|
| 6773 |
- repo last seen: `2026-05-05T17:30:41Z`
|
| 6774 |
+
- first seen in snapshot: **no**
|
| 6775 |
+
- repo association: **NONE**
|
| 6776 |
- repo primary artifacts: **1**
|
| 6777 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 6778 |
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
|
|
|
| 6783 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 6784 |
|
| 6785 |
Example artifacts:
|
| 6786 |
+
- [PR #45793: [codex] save codebase deep dive audio progress](https://github.com/huggingface/transformers/pull/45793) — closed, draft
|
| 6787 |
|
| 6788 |
### `milesial`
|
| 6789 |
|
|
|
|
| 7359 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aranjithchinnanan)
|
| 7360 |
- repo first seen: `2026-05-05T12:03:53Z`
|
| 7361 |
- repo last seen: `2026-05-05T12:03:53Z`
|
| 7362 |
+
- first seen in snapshot: **no**
|
| 7363 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 7364 |
- repo primary artifacts: **1**
|
| 7365 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
|
|
| 7779 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASindhuRaghuram97)
|
| 7780 |
- repo first seen: `2026-05-05T14:47:02Z`
|
| 7781 |
- repo last seen: `2026-05-05T14:47:02Z`
|
| 7782 |
+
- first seen in snapshot: **no**
|
| 7783 |
- repo association: **CONTRIBUTOR**
|
| 7784 |
- repo primary artifacts: **1**
|
| 7785 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
new_contributors.parquet
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CHANGED
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@@ -1,8 +1,8 @@
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{
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@@ -321,7 +321,7 @@
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| 321 |
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| 322 |
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@@ -337,8 +337,8 @@
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@@ -353,7 +353,7 @@
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|
| 353 |
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@@ -399,11 +399,11 @@
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|
| 399 |
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| 400 |
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| 401 |
{
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| 402 |
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| 403 |
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|
@@ -415,11 +415,11 @@
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|
| 415 |
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| 416 |
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|
| 417 |
{
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|
@@ -466,7 +466,7 @@
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| 466 |
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@@ -546,7 +546,7 @@
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| 546 |
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| 551 |
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@@ -577,7 +577,7 @@
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|
| 577 |
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| 578 |
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@@ -591,11 +591,11 @@
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|
| 591 |
]
|
| 592 |
},
|
| 593 |
{
|
| 594 |
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"left_pr_number":
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| 595 |
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"shared_filenames": [
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|
@@ -607,11 +607,11 @@
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|
| 607 |
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|
| 608 |
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|
| 609 |
{
|
| 610 |
-
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|
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|
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| 616 |
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"shared_filenames": [
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|
@@ -626,7 +626,7 @@
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|
| 626 |
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|
| 627 |
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|
| 631 |
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|
| 632 |
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|
|
@@ -769,7 +769,7 @@
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|
| 769 |
{
|
| 770 |
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| 771 |
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| 774 |
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|
| 775 |
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|
|
@@ -802,7 +802,7 @@
|
|
| 802 |
"left_pr_number": 44123,
|
| 803 |
"right_pr_number": 45273,
|
| 804 |
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|
| 805 |
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|
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|
| 807 |
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|
| 808 |
"concentration_similarity": 1.0,
|
|
@@ -897,8 +897,8 @@
|
|
| 897 |
{
|
| 898 |
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|
| 899 |
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|
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|
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|
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|
| 904 |
"concentration_similarity": 1.0,
|
|
@@ -946,7 +946,7 @@
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|
| 946 |
"left_pr_number": 45294,
|
| 947 |
"right_pr_number": 45438,
|
| 948 |
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|
| 949 |
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|
| 950 |
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|
| 951 |
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|
| 952 |
"concentration_similarity": 0.989,
|
|
@@ -996,7 +996,7 @@
|
|
| 996 |
{
|
| 997 |
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|
| 998 |
"right_pr_number": 45716,
|
| 999 |
-
"similarity": 0.
|
| 1000 |
"content_similarity": 0.512,
|
| 1001 |
"size_similarity": 0.192,
|
| 1002 |
"breadth_similarity": 0.55,
|
|
@@ -1042,7 +1042,7 @@
|
|
| 1042 |
{
|
| 1043 |
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|
| 1044 |
"right_pr_number": 45438,
|
| 1045 |
-
"similarity": 0.
|
| 1046 |
"content_similarity": 0.455,
|
| 1047 |
"size_similarity": 0.01,
|
| 1048 |
"breadth_similarity": 0.325,
|
|
@@ -1108,7 +1108,7 @@
|
|
| 1108 |
"left_pr_number": 45202,
|
| 1109 |
"right_pr_number": 45716,
|
| 1110 |
"similarity": 0.32,
|
| 1111 |
-
"content_similarity": 0.
|
| 1112 |
"size_similarity": 0.055,
|
| 1113 |
"breadth_similarity": 0.583,
|
| 1114 |
"concentration_similarity": 0.8,
|
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{
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"breadth_similarity": 1.0,
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@@ -1516,7 +1516,7 @@
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{
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"left_pr_number": 45548,
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"right_pr_number": 45649,
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"breadth_similarity": 0.75,
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}
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]
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},
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"representative_pr_number": 44974,
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"average_similarity": 0.474,
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"summary": "4 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #44974.",
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"src/transformers/core_model_loading.py",
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"shared_directories": [
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{
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"concentration_similarity": 0.929,
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"src/transformers/core_model_loading.py",
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"shared_directories": [
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{
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"similarity": 0.489,
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"content_similarity": 0.445,
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"shared_filenames": [
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"src/transformers/core_model_loading.py",
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{
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"content_similarity": 0.397,
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"size_similarity": 0.803,
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"breadth_similarity": 0.5,
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"concentration_similarity": 0.586,
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"shared_filenames": [
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"src/transformers/core_model_loading.py",
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"tests/test_modeling_common.py"
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],
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"shared_directories": [
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{
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"content_similarity": 0.447,
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"breadth_similarity": 0.123,
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"concentration_similarity": 0.755,
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"shared_filenames": [
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"src/transformers/core_model_loading.py",
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"shared_directories": [
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{
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"right_pr_number": 45421,
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"similarity": 0.431,
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"content_similarity": 0.317,
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"breadth_similarity": 0.667,
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"concentration_similarity": 0.657,
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"shared_filenames": [
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"shared_directories": [
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{
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"left_pr_number": 45421,
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"right_pr_number": 45661,
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"similarity": 0.291,
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"content_similarity": 0.195,
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"size_similarity": 0.588,
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"breadth_similarity": 0.246,
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"concentration_similarity": 0.831,
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"shared_filenames": [
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"src/transformers/core_model_loading.py",
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],
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"shared_directories": [
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{
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"cluster_id": "pr-scope-41992-4",
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"pr_numbers": [
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{
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"left_pr_number": 41992,
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"right_pr_number": 45396,
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"similarity": 0.
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"content_similarity": 0.473,
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"size_similarity": 0.565,
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"breadth_similarity": 0.546,
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{
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"cluster_id": "pr-scope-44066-3",
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"pr_numbers": [
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@@ -2101,7 +2082,7 @@
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45422
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],
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"representative_pr_number": 41606,
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-
"average_similarity": 0.
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| 2105 |
"summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
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"shared_filenames": [
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"tests/test_processing_common.py",
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@@ -2384,7 +2365,7 @@
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{
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"left_pr_number": 45293,
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"right_pr_number": 45681,
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-
"similarity": 0.
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"content_similarity": 0.407,
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"size_similarity": 0.513,
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"breadth_similarity": 1.0,
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44872
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],
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"representative_pr_number": 34667,
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"average_similarity": 0.
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| 2436 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
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| 2437 |
"shared_filenames": [
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"src/transformers/generation/utils.py"
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@@ -2603,7 +2584,7 @@
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{
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"left_pr_number": 44385,
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"right_pr_number": 44615,
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"similarity": 0.
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"content_similarity": 0.343,
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"size_similarity": 0.371,
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"breadth_similarity": 0.667,
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@@ -2693,7 +2674,7 @@
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{
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"left_pr_number": 44664,
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"right_pr_number": 45513,
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"similarity": 0.
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"content_similarity": 0.163,
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"size_similarity": 0.854,
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"breadth_similarity": 0.95,
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44550
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],
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"representative_pr_number": 44550,
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"average_similarity": 0.
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| 2750 |
"summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
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"shared_filenames": [],
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"shared_directories": [
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@@ -2775,8 +2756,8 @@
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{
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"left_pr_number": 44407,
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"right_pr_number": 44550,
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"similarity": 0.
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"content_similarity": 0.
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| 2780 |
"size_similarity": 0.957,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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@@ -2791,7 +2772,7 @@
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"left_pr_number": 33686,
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"right_pr_number": 44407,
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"similarity": 0.355,
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-
"content_similarity": 0.
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| 2795 |
"size_similarity": 0.957,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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@@ -3304,7 +3285,7 @@
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"left_pr_number": 43020,
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"right_pr_number": 45144,
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"similarity": 0.712,
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| 3307 |
-
"content_similarity": 0.
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| 3308 |
"size_similarity": 0.694,
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| 3309 |
"breadth_similarity": 0.607,
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| 3310 |
"concentration_similarity": 0.937,
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@@ -3506,7 +3487,7 @@
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"left_pr_number": 44101,
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"right_pr_number": 44116,
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"similarity": 0.553,
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-
"content_similarity": 0.
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| 3510 |
"size_similarity": 0.319,
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| 3511 |
"breadth_similarity": 0.5,
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| 3512 |
"concentration_similarity": 0.507,
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@@ -3693,7 +3674,7 @@
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| 3693 |
"left_pr_number": 45056,
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| 3694 |
"right_pr_number": 45128,
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| 3695 |
"similarity": 0.502,
|
| 3696 |
-
"content_similarity": 0.
|
| 3697 |
"size_similarity": 0.669,
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| 3698 |
"breadth_similarity": 0.875,
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| 3699 |
"concentration_similarity": 0.724,
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@@ -4098,6 +4079,51 @@
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]
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| 4099 |
}
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]
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}
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]
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}
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| 1 |
{
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| 2 |
"repo": "huggingface/transformers",
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| 3 |
+
"snapshot_id": "20260506T000041Z",
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| 4 |
+
"generated_at": "2026-05-06T00:01:36Z",
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+
"cluster_count": 47,
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"pr_scope_clusters": [
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{
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"cluster_id": "pr-scope-43636-11",
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{
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"left_pr_number": 44189,
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"right_pr_number": 44257,
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"similarity": 0.434,
|
| 325 |
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|
| 326 |
"size_similarity": 0.667,
|
| 327 |
"breadth_similarity": 1.0,
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{
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"left_pr_number": 43663,
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"right_pr_number": 45769,
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| 342 |
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| 343 |
"breadth_similarity": 0.75,
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| 344 |
"concentration_similarity": 1.0,
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| 353 |
{
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| 354 |
"left_pr_number": 43636,
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| 355 |
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| 357 |
"content_similarity": 0.278,
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| 358 |
"size_similarity": 0.545,
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| 359 |
"breadth_similarity": 1.0,
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| 399 |
]
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},
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{
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"left_pr_number": 43651,
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| 404 |
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| 408 |
"concentration_similarity": 1.0,
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| 409 |
"shared_filenames": [
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| 415 |
]
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},
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{
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+
"left_pr_number": 44660,
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"right_pr_number": 45055,
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| 420 |
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+
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|
| 422 |
+
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|
| 424 |
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|
| 425 |
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| 466 |
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|
| 467 |
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|
| 468 |
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|
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+
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|
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|
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|
| 546 |
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|
| 547 |
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|
| 548 |
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|
| 549 |
+
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|
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|
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|
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| 577 |
{
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| 578 |
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|
| 579 |
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|
| 580 |
+
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|
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|
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|
| 583 |
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|
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| 591 |
]
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| 592 |
},
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| 593 |
{
|
| 594 |
+
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|
| 595 |
+
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|
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+
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|
| 597 |
+
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|
| 598 |
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|
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|
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|
| 601 |
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| 607 |
]
|
| 608 |
},
|
| 609 |
{
|
| 610 |
+
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|
| 611 |
+
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|
| 612 |
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|
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|
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|
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|
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| 626 |
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|
| 627 |
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|
| 628 |
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|
| 629 |
+
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|
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| 769 |
{
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| 770 |
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|
| 771 |
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|
| 772 |
+
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|
| 773 |
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|
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|
| 775 |
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|
| 802 |
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|
| 803 |
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|
| 804 |
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|
| 805 |
+
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|
| 806 |
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|
| 807 |
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|
| 808 |
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|
| 897 |
{
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| 898 |
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|
| 899 |
"right_pr_number": 45769,
|
| 900 |
+
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|
| 901 |
+
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|
| 902 |
"size_similarity": 0.091,
|
| 903 |
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|
| 904 |
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|
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|
| 946 |
"left_pr_number": 45294,
|
| 947 |
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|
| 948 |
"similarity": 0.761,
|
| 949 |
+
"content_similarity": 0.784,
|
| 950 |
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|
| 951 |
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|
| 952 |
"concentration_similarity": 0.989,
|
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|
| 996 |
{
|
| 997 |
"left_pr_number": 45438,
|
| 998 |
"right_pr_number": 45716,
|
| 999 |
+
"similarity": 0.487,
|
| 1000 |
"content_similarity": 0.512,
|
| 1001 |
"size_similarity": 0.192,
|
| 1002 |
"breadth_similarity": 0.55,
|
|
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|
| 1042 |
{
|
| 1043 |
"left_pr_number": 45202,
|
| 1044 |
"right_pr_number": 45438,
|
| 1045 |
+
"similarity": 0.399,
|
| 1046 |
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|
| 1047 |
"size_similarity": 0.01,
|
| 1048 |
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|
|
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|
| 1108 |
"left_pr_number": 45202,
|
| 1109 |
"right_pr_number": 45716,
|
| 1110 |
"similarity": 0.32,
|
| 1111 |
+
"content_similarity": 0.306,
|
| 1112 |
"size_similarity": 0.055,
|
| 1113 |
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|
| 1114 |
"concentration_similarity": 0.8,
|
|
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|
| 1484 |
{
|
| 1485 |
"left_pr_number": 45342,
|
| 1486 |
"right_pr_number": 45649,
|
| 1487 |
+
"similarity": 0.475,
|
| 1488 |
"content_similarity": 0.33,
|
| 1489 |
"size_similarity": 0.625,
|
| 1490 |
"breadth_similarity": 1.0,
|
|
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|
| 1516 |
{
|
| 1517 |
"left_pr_number": 45548,
|
| 1518 |
"right_pr_number": 45649,
|
| 1519 |
+
"similarity": 0.371,
|
| 1520 |
"content_similarity": 0.328,
|
| 1521 |
"size_similarity": 0.106,
|
| 1522 |
"breadth_similarity": 0.75,
|
|
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|
| 1563 |
}
|
| 1564 |
]
|
| 1565 |
},
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|
| 1566 |
{
|
| 1567 |
"cluster_id": "pr-scope-41992-4",
|
| 1568 |
"pr_numbers": [
|
|
|
|
| 1631 |
{
|
| 1632 |
"left_pr_number": 41992,
|
| 1633 |
"right_pr_number": 45396,
|
| 1634 |
+
"similarity": 0.514,
|
| 1635 |
"content_similarity": 0.473,
|
| 1636 |
"size_similarity": 0.565,
|
| 1637 |
"breadth_similarity": 0.546,
|
|
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|
| 1795 |
}
|
| 1796 |
]
|
| 1797 |
},
|
| 1798 |
+
{
|
| 1799 |
+
"cluster_id": "pr-scope-44974-4",
|
| 1800 |
+
"pr_numbers": [
|
| 1801 |
+
44974,
|
| 1802 |
+
45635,
|
| 1803 |
+
45756,
|
| 1804 |
+
45794
|
| 1805 |
+
],
|
| 1806 |
+
"representative_pr_number": 45635,
|
| 1807 |
+
"average_similarity": 0.421,
|
| 1808 |
+
"summary": "4 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`; representative PR #45635.",
|
| 1809 |
+
"shared_filenames": [
|
| 1810 |
+
"src/transformers/core_model_loading.py",
|
| 1811 |
+
"tests/utils/test_core_model_loading.py"
|
| 1812 |
+
],
|
| 1813 |
+
"shared_directories": [
|
| 1814 |
+
"src/transformers",
|
| 1815 |
+
"src",
|
| 1816 |
+
"tests/utils",
|
| 1817 |
+
"tests"
|
| 1818 |
+
],
|
| 1819 |
+
"pairwise": [
|
| 1820 |
+
{
|
| 1821 |
+
"left_pr_number": 44974,
|
| 1822 |
+
"right_pr_number": 45635,
|
| 1823 |
+
"similarity": 0.723,
|
| 1824 |
+
"content_similarity": 0.726,
|
| 1825 |
+
"size_similarity": 0.59,
|
| 1826 |
+
"breadth_similarity": 0.8,
|
| 1827 |
+
"concentration_similarity": 0.929,
|
| 1828 |
+
"shared_filenames": [
|
| 1829 |
+
"src/transformers/core_model_loading.py",
|
| 1830 |
+
"tests/utils/test_core_model_loading.py"
|
| 1831 |
+
],
|
| 1832 |
+
"shared_directories": [
|
| 1833 |
+
"src/transformers",
|
| 1834 |
+
"tests/utils",
|
| 1835 |
+
"src",
|
| 1836 |
+
"tests"
|
| 1837 |
+
]
|
| 1838 |
+
},
|
| 1839 |
+
{
|
| 1840 |
+
"left_pr_number": 45635,
|
| 1841 |
+
"right_pr_number": 45794,
|
| 1842 |
+
"similarity": 0.46,
|
| 1843 |
+
"content_similarity": 0.547,
|
| 1844 |
+
"size_similarity": 0.02,
|
| 1845 |
+
"breadth_similarity": 0.333,
|
| 1846 |
+
"concentration_similarity": 0.814,
|
| 1847 |
+
"shared_filenames": [
|
| 1848 |
+
"src/transformers/core_model_loading.py"
|
| 1849 |
+
],
|
| 1850 |
+
"shared_directories": [
|
| 1851 |
+
"src/transformers",
|
| 1852 |
+
"src"
|
| 1853 |
+
]
|
| 1854 |
+
},
|
| 1855 |
+
{
|
| 1856 |
+
"left_pr_number": 45756,
|
| 1857 |
+
"right_pr_number": 45794,
|
| 1858 |
+
"similarity": 0.411,
|
| 1859 |
+
"content_similarity": 0.301,
|
| 1860 |
+
"size_similarity": 0.333,
|
| 1861 |
+
"breadth_similarity": 1.0,
|
| 1862 |
+
"concentration_similarity": 1.0,
|
| 1863 |
+
"shared_filenames": [
|
| 1864 |
+
"src/transformers/core_model_loading.py"
|
| 1865 |
+
],
|
| 1866 |
+
"shared_directories": [
|
| 1867 |
+
"src/transformers",
|
| 1868 |
+
"src"
|
| 1869 |
+
]
|
| 1870 |
+
},
|
| 1871 |
+
{
|
| 1872 |
+
"left_pr_number": 44974,
|
| 1873 |
+
"right_pr_number": 45794,
|
| 1874 |
+
"similarity": 0.329,
|
| 1875 |
+
"content_similarity": 0.377,
|
| 1876 |
+
"size_similarity": 0.012,
|
| 1877 |
+
"breadth_similarity": 0.267,
|
| 1878 |
+
"concentration_similarity": 0.743,
|
| 1879 |
+
"shared_filenames": [
|
| 1880 |
+
"src/transformers/core_model_loading.py"
|
| 1881 |
+
],
|
| 1882 |
+
"shared_directories": [
|
| 1883 |
+
"src/transformers",
|
| 1884 |
+
"src"
|
| 1885 |
+
]
|
| 1886 |
+
},
|
| 1887 |
+
{
|
| 1888 |
+
"left_pr_number": 44974,
|
| 1889 |
+
"right_pr_number": 45756,
|
| 1890 |
+
"similarity": 0.316,
|
| 1891 |
+
"content_similarity": 0.359,
|
| 1892 |
+
"size_similarity": 0.004,
|
| 1893 |
+
"breadth_similarity": 0.267,
|
| 1894 |
+
"concentration_similarity": 0.743,
|
| 1895 |
+
"shared_filenames": [
|
| 1896 |
+
"src/transformers/core_model_loading.py"
|
| 1897 |
+
],
|
| 1898 |
+
"shared_directories": [
|
| 1899 |
+
"src/transformers",
|
| 1900 |
+
"src"
|
| 1901 |
+
]
|
| 1902 |
+
},
|
| 1903 |
+
{
|
| 1904 |
+
"left_pr_number": 45635,
|
| 1905 |
+
"right_pr_number": 45756,
|
| 1906 |
+
"similarity": 0.286,
|
| 1907 |
+
"content_similarity": 0.301,
|
| 1908 |
+
"size_similarity": 0.007,
|
| 1909 |
+
"breadth_similarity": 0.333,
|
| 1910 |
+
"concentration_similarity": 0.814,
|
| 1911 |
+
"shared_filenames": [
|
| 1912 |
+
"src/transformers/core_model_loading.py"
|
| 1913 |
+
],
|
| 1914 |
+
"shared_directories": [
|
| 1915 |
+
"src/transformers",
|
| 1916 |
+
"src"
|
| 1917 |
+
]
|
| 1918 |
+
}
|
| 1919 |
+
]
|
| 1920 |
+
},
|
| 1921 |
{
|
| 1922 |
"cluster_id": "pr-scope-44066-3",
|
| 1923 |
"pr_numbers": [
|
|
|
|
| 2082 |
45422
|
| 2083 |
],
|
| 2084 |
"representative_pr_number": 41606,
|
| 2085 |
+
"average_similarity": 0.559,
|
| 2086 |
"summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
|
| 2087 |
"shared_filenames": [
|
| 2088 |
"tests/test_processing_common.py",
|
|
|
|
| 2365 |
{
|
| 2366 |
"left_pr_number": 45293,
|
| 2367 |
"right_pr_number": 45681,
|
| 2368 |
+
"similarity": 0.507,
|
| 2369 |
"content_similarity": 0.407,
|
| 2370 |
"size_similarity": 0.513,
|
| 2371 |
"breadth_similarity": 1.0,
|
|
|
|
| 2413 |
44872
|
| 2414 |
],
|
| 2415 |
"representative_pr_number": 34667,
|
| 2416 |
+
"average_similarity": 0.464,
|
| 2417 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
|
| 2418 |
"shared_filenames": [
|
| 2419 |
"src/transformers/generation/utils.py"
|
|
|
|
| 2584 |
{
|
| 2585 |
"left_pr_number": 44385,
|
| 2586 |
"right_pr_number": 44615,
|
| 2587 |
+
"similarity": 0.413,
|
| 2588 |
"content_similarity": 0.343,
|
| 2589 |
"size_similarity": 0.371,
|
| 2590 |
"breadth_similarity": 0.667,
|
|
|
|
| 2674 |
{
|
| 2675 |
"left_pr_number": 44664,
|
| 2676 |
"right_pr_number": 45513,
|
| 2677 |
+
"similarity": 0.367,
|
| 2678 |
"content_similarity": 0.163,
|
| 2679 |
"size_similarity": 0.854,
|
| 2680 |
"breadth_similarity": 0.95,
|
|
|
|
| 2727 |
44550
|
| 2728 |
],
|
| 2729 |
"representative_pr_number": 44550,
|
| 2730 |
+
"average_similarity": 0.372,
|
| 2731 |
"summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
|
| 2732 |
"shared_filenames": [],
|
| 2733 |
"shared_directories": [
|
|
|
|
| 2756 |
{
|
| 2757 |
"left_pr_number": 44407,
|
| 2758 |
"right_pr_number": 44550,
|
| 2759 |
+
"similarity": 0.367,
|
| 2760 |
+
"content_similarity": 0.105,
|
| 2761 |
"size_similarity": 0.957,
|
| 2762 |
"breadth_similarity": 1.0,
|
| 2763 |
"concentration_similarity": 1.0,
|
|
|
|
| 2772 |
"left_pr_number": 33686,
|
| 2773 |
"right_pr_number": 44407,
|
| 2774 |
"similarity": 0.355,
|
| 2775 |
+
"content_similarity": 0.087,
|
| 2776 |
"size_similarity": 0.957,
|
| 2777 |
"breadth_similarity": 1.0,
|
| 2778 |
"concentration_similarity": 1.0,
|
|
|
|
| 3285 |
"left_pr_number": 43020,
|
| 3286 |
"right_pr_number": 45144,
|
| 3287 |
"similarity": 0.712,
|
| 3288 |
+
"content_similarity": 0.715,
|
| 3289 |
"size_similarity": 0.694,
|
| 3290 |
"breadth_similarity": 0.607,
|
| 3291 |
"concentration_similarity": 0.937,
|
|
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|
| 3487 |
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