Refresh transformers dataset snapshot 20260504T180032Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260504T180032Z`
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+      "fetch_error": null
+    },
     {
       "author_login": "sebastianvlad1",
       "name": null,

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260504T060033Z`
-- Generated: `2026-05-04T06:01:11Z`
+- Snapshot: `20260504T180032Z`
+- Generated: `2026-05-04T18:02:37Z`
 - Activity window: `60d`
 - Contributors: `357`
 
@@ -9,8 +9,8 @@
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 84 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
-| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 84 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 85 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
+| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 85 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 75 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 71 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 65 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -30,7 +30,6 @@
 | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 17 | 3 | strong | low | low | — |
 | `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 |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-12-16T08:22:52Z` | 16 | 1 | strong | moderate | low | targets high-star repos |
-| `weiguangli-io` | [profile](https://github.com/weiguangli-io) | no | CONTRIBUTOR | 2230d | `2026-02-09T02:10:15Z` | 16 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 15 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 15 | 0 | strong | moderate | low | — |
 | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
@@ -41,7 +40,6 @@
 | `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2626d | `2025-12-10T12:31:18Z` | 8 | 2 | strong | moderate | low | targets high-star repos |
 | `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `s-zx` | [profile](https://github.com/s-zx) | no | NONE | 2020d | `2026-03-08T19:38:00Z` | 8 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `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 |
 | `hkc5` | [profile](https://github.com/hkc5) | no | NONE | 973d | `2026-03-19T12:33:00Z` | 7 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5681d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
 | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 7 | 0 | mixed | moderate | low | targets high-star repos |
@@ -74,6 +72,7 @@
 | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 3 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `NielsRogge` | [profile](https://github.com/NielsRogge) | no | MEMBER | 2598d | `2022-02-21T10:02:38Z` | 15 | 3 | mixed | moderate | low | high recent PR volume |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
+| `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 |
 | `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2570d | `2026-02-25T22:23:20Z` | 7 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `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 |
@@ -171,6 +170,7 @@
 | `danielquintas8` | [profile](https://github.com/danielquintas8) | no | CONTRIBUTOR | 2020d | `2026-03-30T16:23:11Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `davevanveen` | [profile](https://github.com/davevanveen) | no | FIRST_TIME_CONTRIBUTOR | 3357d | `2026-04-17T20:59:54Z` | 1 | 1 | mixed | low | low | high open PR share |
 | `DogWala` | [profile](https://github.com/DogWala) | no | FIRST_TIME_CONTRIBUTOR | 1331d | `2026-03-12T15:47:16Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `dvdimitrov13` | [profile](https://github.com/dvdimitrov13) | no | FIRST_TIME_CONTRIBUTOR | 2296d | `2026-04-24T14:56:28Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `earino` | [profile](https://github.com/earino) | no | CONTRIBUTOR | 6609d | `2026-04-20T10:22:03Z` | 1 | 1 | strong | moderate | low | — |
 | `florian6973` | [profile](https://github.com/florian6973) | no | CONTRIBUTOR | 2050d | `2026-04-07T23:31:43Z` | 1 | 1 | strong | low | low | targets high-star repos |
 | `Fr0do` | [profile](https://github.com/Fr0do) | no | CONTRIBUTOR | 3916d | `2026-03-27T19:19:16Z` | 1 | 1 | mixed | low | low | — |
@@ -225,7 +225,7 @@
 | `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
 | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | FIRST_TIME_CONTRIBUTOR | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
+| `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | NONE | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
 | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -259,7 +259,7 @@
 | `HelloAnner` | [profile](https://github.com/HelloAnner) | no | NONE | 1658d | `2026-04-11T06:22:52Z` | 1 | 0 | mixed | low | low | — |
 | `HemanthSai7` | [profile](https://github.com/HemanthSai7) | no | FIRST_TIME_CONTRIBUTOR | 2007d | `2026-03-29T20:35:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `hemantmm` | [profile](https://github.com/hemantmm) | no | NONE | 1646d | `2026-03-23T16:29:46Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `henloworldowo` | [profile](https://github.com/henloworldowo) | yes | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `heycorgi` | [profile](https://github.com/heycorgi) | no | NONE | 1515d | `2026-03-23T15:33:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `himani27301` | [profile](https://github.com/himani27301) | no | FIRST_TIME_CONTRIBUTOR | 108d | `2026-03-09T15:46:14Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 421d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — |
@@ -267,7 +267,6 @@
 | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `JasonCZMeng` | [profile](https://github.com/JasonCZMeng) | no | NONE | 3598d | `2026-03-07T18:33:40Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `jblox26` | [profile](https://github.com/jblox26) | no | NONE | 75d | `2026-03-05T14:50:06Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `Jess-Co-Del` | [profile](https://github.com/Jess-Co-Del) | no | FIRST_TIME_CONTRIBUTOR | 2201d | `2026-03-23T17:02:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jIab-b` | [profile](https://github.com/jIab-b) | no | NONE | 580d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -338,6 +337,7 @@
 | `sahilleth` | [profile](https://github.com/sahilleth) | no | NONE | 58d | `2026-03-19T05:50:29Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars |
 | `SamArun28` | [profile](https://github.com/SamArun28) | no | NONE | 37d | `2026-03-10T09:38:29Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `SAY-5` | [profile](https://github.com/SAY-5) | no | FIRST_TIME_CONTRIBUTOR | 172d | `2026-04-20T05:44:53Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
+| `SeaL773` | [profile](https://github.com/SeaL773) | yes | FIRST_TIME_CONTRIBUTOR | 3075d | `2026-05-04T06:26:53Z` | 1 | 0 | mixed | moderate | low | — |
 | `sebastianvlad1` | [profile](https://github.com/sebastianvlad1) | no | CONTRIBUTOR | 3207d | `2026-04-30T16:48:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `shaealh` | [profile](https://github.com/shaealh) | no | FIRST_TIME_CONTRIBUTOR | 70d | `2026-03-13T05:05:01Z` | 1 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 931d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -375,12 +375,12 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade)
 - repo first seen: `2026-01-21T16:52:29Z`
-- repo last seen: `2026-04-30T15:58:45Z`
+- repo last seen: `2026-05-04T14:01:42Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **90**
-- snapshot authored PRs/issues: **84 PRs / 6 issues**
-- snapshot discussion activity: **160 comments / 186 reviews / 177 review comments**
+- repo primary artifacts: **91**
+- snapshot authored PRs/issues: **85 PRs / 6 issues**
+- snapshot discussion activity: **168 comments / 190 reviews / 180 review comments**
 - account age: **5839 days**
 - recent public PR activity: **108 PRs** (92 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
 - public orgs: `AFPy`, `faitmain`, `circus-tent`
@@ -388,9 +388,9 @@
 - heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
+- [PR #45775: make sure we call check_auto in CI](https://github.com/huggingface/transformers/pull/45775) — closed, merged
 - [PR #45720: chore(mlinter): implement part of rule TRF003](https://github.com/huggingface/transformers/pull/45720) — open
 - [PR #45711: refector: renamed file glob to cache to make it clearer](https://github.com/huggingface/transformers/pull/45711) — open
-- [PR #45635: qa: speed up dtype regex weight load + reduce dtype tests to 3 random](https://github.com/huggingface/transformers/pull/45635) — open
 - [Issue #45458: Add typing support incrementally (meta issue)](https://github.com/huggingface/transformers/issues/45458) — closed
 - [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — closed
 - [Issue #44619: Plug model rule in development flow and extend it](https://github.com/huggingface/transformers/issues/44619) — closed
@@ -401,12 +401,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
 - repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-04-28T09:03:32Z`
+- repo last seen: `2026-05-04T09:51:36Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **84**
-- snapshot authored PRs/issues: **84 PRs / 0 issues**
-- snapshot discussion activity: **223 comments / 298 reviews / 464 review comments**
+- repo primary artifacts: **85**
+- snapshot authored PRs/issues: **85 PRs / 0 issues**
+- snapshot discussion activity: **223 comments / 300 reviews / 467 review comments**
 - account age: **2036 days**
 - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: `huggingface`
@@ -414,9 +414,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45774: Fix auto mapping script](https://github.com/huggingface/transformers/pull/45774) — closed, merged
 - [PR #45652: Fix colmodernvbert tests](https://github.com/huggingface/transformers/pull/45652) — closed, merged
 - [PR #45624: Skip failing offloading tests](https://github.com/huggingface/transformers/pull/45624) — closed, merged
-- [PR #45622: Fix peft constructors](https://github.com/huggingface/transformers/pull/45622) — closed, merged
 
 ### `ydshieh`
 
@@ -424,12 +424,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
 - repo first seen: `2025-03-31T13:54:54Z`
-- repo last seen: `2026-04-29T15:23:53Z`
+- repo last seen: `2026-05-04T13:35:35Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **75**
 - snapshot authored PRs/issues: **75 PRs / 0 issues**
-- snapshot discussion activity: **104 comments / 186 reviews / 140 review comments**
+- snapshot discussion activity: **106 comments / 189 reviews / 142 review comments**
 - account age: **4938 days**
 - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
 - public orgs: none visible
@@ -447,12 +447,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-05-01T19:18:32Z`
+- repo last seen: `2026-05-04T13:53:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **71**
 - snapshot authored PRs/issues: **71 PRs / 0 issues**
-- snapshot discussion activity: **493 comments / 707 reviews / 1720 review comments**
+- snapshot discussion activity: **494 comments / 713 reviews / 1737 review comments**
 - account age: **1508 days**
 - recent public PR activity: **50 PRs** (33 merged / 6 closed-unmerged / 11 open; merged rate **66%**, closed-unmerged rate **12%**, open rate **22%**)
 - public orgs: `huggingface`, `deeppavlov`
@@ -496,12 +496,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-05-04T03:42:22Z`
+- repo last seen: `2026-05-04T09:53:27Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **52**
 - snapshot authored PRs/issues: **50 PRs / 2 issues**
-- snapshot discussion activity: **155 comments / 534 reviews / 1060 review comments**
+- snapshot discussion activity: **155 comments / 537 reviews / 1060 review comments**
 - account age: **2590 days**
 - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
 - public orgs: none visible
@@ -570,12 +570,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-05-03T17:50:07Z`
+- repo last seen: `2026-05-04T18:00:07Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **43**
 - snapshot authored PRs/issues: **42 PRs / 1 issues**
-- snapshot discussion activity: **488 comments / 844 reviews / 3594 review comments**
+- snapshot discussion activity: **500 comments / 854 reviews / 3636 review comments**
 - account age: **1991 days**
 - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
 - public orgs: none visible
@@ -689,12 +689,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-05-01T03:59:34Z`
+- repo last seen: `2026-05-04T06:46:09Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **23**
 - snapshot authored PRs/issues: **23 PRs / 0 issues**
-- snapshot discussion activity: **39 comments / 127 reviews / 138 review comments**
+- snapshot discussion activity: **40 comments / 127 reviews / 138 review comments**
 - account age: **1813 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
 - public orgs: none visible
@@ -703,7 +703,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45733: [CB] Fixes for SDPA and CPU offloading](https://github.com/huggingface/transformers/pull/45733) — open
-- [PR #45654: [CB] Refactor any model-related code in a separate class](https://github.com/huggingface/transformers/pull/45654) — open, draft
+- [PR #45654: [CB] Refactor any model-related code in a separate class](https://github.com/huggingface/transformers/pull/45654) — open
 - [PR #45653: [CB] Better overall script and decode bucketting](https://github.com/huggingface/transformers/pull/45653) — closed, merged
 
 ### `jiqing-feng`
@@ -810,12 +810,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
 - repo first seen: `2025-07-04T08:41:29Z`
-- repo last seen: `2026-05-03T18:22:50Z`
+- repo last seen: `2026-05-04T12:33:50Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **20**
 - snapshot authored PRs/issues: **17 PRs / 3 issues**
-- snapshot discussion activity: **53 comments / 171 reviews / 148 review comments**
+- snapshot discussion activity: **53 comments / 179 reviews / 155 review comments**
 - account age: **2354 days**
 - recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
 - public orgs: `huggingface`, `Chouafa`
@@ -824,7 +824,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45634: DeepGEMM BF16 + mixed FP8/FP4 + MegaMoE + refactor](https://github.com/huggingface/transformers/pull/45634) — open, draft
-- [PR #45621: Better Grouped GEMM + EP](https://github.com/huggingface/transformers/pull/45621) — open
+- [PR #45621: Better Grouped GEMM + EP](https://github.com/huggingface/transformers/pull/45621) — closed, merged
 - [PR #45433: SonicMoe](https://github.com/huggingface/transformers/pull/45433) — closed, merged
 - [Issue #45571: A nice UX for generating dynamic tensors that break torch.compile/torch.export](https://github.com/huggingface/transformers/issues/45571) — open
 - [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
@@ -849,7 +849,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45739: DeepSeek OCR specifies an incorrect tokenizer class on the Hub](https://github.com/huggingface/transformers/pull/45739) — open
+- [PR #45739: DeepSeek OCR specifies an incorrect tokenizer class on the Hub](https://github.com/huggingface/transformers/pull/45739) — closed, merged
 - [PR #45610: Fix configuration reading and error handling for kernels](https://github.com/huggingface/transformers/pull/45610) — closed, merged
 - [PR #45449: Add `step3_vl` to `MODELS_WITH_INCORRECT_HUB_TOKENIZER_CLASS`](https://github.com/huggingface/transformers/pull/45449) — closed, merged
 - [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
@@ -879,29 +879,6 @@ Example artifacts:
 - [PR #45219: Add MoE to Gemma4 TP plan](https://github.com/huggingface/transformers/pull/45219) — closed, merged
 - [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
 
-### `weiguangli-io`
-
-- profile: [github.com/weiguangli-io](https://github.com/weiguangli-io)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aweiguangli-io)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aweiguangli-io)
-- repo first seen: `2026-02-09T02:10:15Z`
-- repo last seen: `2026-03-05T14:30:17Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **16**
-- snapshot authored PRs/issues: **16 PRs / 0 issues**
-- snapshot discussion activity: **17 comments / 4 reviews / 4 review comments**
-- account age: **2230 days**
-- recent public PR activity: **133 PRs** (26 merged / 86 closed-unmerged / 21 open; merged rate **20%**, closed-unmerged rate **65%**, open rate **16%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44471: Fix tied weights serialization being device-dependent](https://github.com/huggingface/transformers/pull/44471) — closed
-- [PR #44470: Add missing ReLU in GlmMoeDsaIndexer](https://github.com/huggingface/transformers/pull/44470) — closed
-- [PR #44463: Fix AutoTokenizer ignoring tokenizer.json for unregistered model types](https://github.com/huggingface/transformers/pull/44463) — closed
-
 ### `qgallouedec`
 
 - profile: [github.com/qgallouedec](https://github.com/qgallouedec)
@@ -1137,29 +1114,6 @@ Example artifacts:
 - [PR #44921: fix: use shape index access in compute_3d_position_ids for Qwen VL models](https://github.com/huggingface/transformers/pull/44921) — closed
 - [PR #44920: fix: propagate num_labels/id2label to text_config in Qwen3_5Config](https://github.com/huggingface/transformers/pull/44920) — closed
 
-### `winglian`
-
-- profile: [github.com/winglian](https://github.com/winglian)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Awinglian)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Awinglian)
-- repo first seen: `2024-10-17T15:17:05Z`
-- repo last seen: `2026-04-22T13:41:37Z`
-- first seen in snapshot: **no**
-- repo association: **COLLABORATOR**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **11 comments / 31 reviews / 18 review comments**
-- account age: **5708 days**
-- recent public PR activity: **102 PRs** (85 merged / 5 closed-unmerged / 12 open; merged rate **83%**, closed-unmerged rate **5%**, open rate **12%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **high**, automation risk **low**
-- heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
-
-Example artifacts:
-- [PR #45577: Allow for registered experts from kernels hub](https://github.com/huggingface/transformers/pull/45577) — closed, merged
-- [PR #45354: fix gemma4 gradient accumulation loss and last token incorrect labels](https://github.com/huggingface/transformers/pull/45354) — closed, merged
-- [PR #44473: fix FSDP loading with meta devices](https://github.com/huggingface/transformers/pull/44473) — closed, merged
-
 ### `hkc5`
 
 - profile: [github.com/hkc5](https://github.com/hkc5)
@@ -1658,12 +1612,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
 - repo first seen: `2026-04-23T00:37:54Z`
-- repo last seen: `2026-05-04T00:41:06Z`
+- repo last seen: `2026-05-04T17:56:36Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **3 PRs / 3 issues**
-- snapshot discussion activity: **3 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **4 comments / 3 reviews / 3 review comments**
 - account age: **4221 days**
 - recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
 - public orgs: none visible
@@ -1912,18 +1866,41 @@ Example artifacts:
 - [PR #44536: Supplement skip logic for XPU in the CPU-only tp tests](https://github.com/huggingface/transformers/pull/44536) — closed, merged
 - [PR #43905: XPU now supports backward for the FA2 fixed path](https://github.com/huggingface/transformers/pull/43905) — closed, merged
 
+### `winglian`
+
+- profile: [github.com/winglian](https://github.com/winglian)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Awinglian)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Awinglian)
+- repo first seen: `2024-10-17T15:17:05Z`
+- repo last seen: `2026-04-22T13:41:37Z`
+- first seen in snapshot: **no**
+- repo association: **COLLABORATOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **8 PRs / 0 issues**
+- snapshot discussion activity: **11 comments / 31 reviews / 18 review comments**
+- account age: **5708 days**
+- recent public PR activity: **102 PRs** (85 merged / 5 closed-unmerged / 12 open; merged rate **83%**, closed-unmerged rate **5%**, open rate **12%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **high**, automation risk **low**
+- heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
+
+Example artifacts:
+- [PR #45577: Allow for registered experts from kernels hub](https://github.com/huggingface/transformers/pull/45577) — closed, merged
+- [PR #45354: fix gemma4 gradient accumulation loss and last token incorrect labels](https://github.com/huggingface/transformers/pull/45354) — closed, merged
+- [PR #44473: fix FSDP loading with meta devices](https://github.com/huggingface/transformers/pull/44473) — closed, merged
+
 ### `jashshah999`
 
 - profile: [github.com/jashshah999](https://github.com/jashshah999)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajashshah999)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajashshah999)
 - repo first seen: `2026-02-25T22:23:20Z`
-- repo last seen: `2026-05-04T00:51:53Z`
+- repo last seen: `2026-05-04T17:50:00Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
 - account age: **2570 days**
 - recent public PR activity: **54 PRs** (19 merged / 12 closed-unmerged / 23 open; merged rate **35%**, closed-unmerged rate **22%**, open rate **43%**)
 - public orgs: none visible
@@ -1931,7 +1908,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45771: perf(qwen3_vl): replace Conv3d with F.linear in patch embed forward](https://github.com/huggingface/transformers/pull/45771) — open
+- [PR #45771: perf(qwen3_vl): replace Conv3d with F.linear in patch embed forward](https://github.com/huggingface/transformers/pull/45771) — closed
 - [PR #45222: fix(gemma3, gemma4): default token_type_ids to zeros for text-only training](https://github.com/huggingface/transformers/pull/45222) — closed
 - [PR #44316: Reduce tqdm verbosity during weight loading](https://github.com/huggingface/transformers/pull/44316) — closed
 
@@ -3309,12 +3286,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASangbumChoi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASangbumChoi)
 - repo first seen: `2024-06-07T00:26:26Z`
-- repo last seen: `2026-05-03T02:14:15Z`
+- repo last seen: `2026-05-04T14:24:03Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 62 reviews / 81 review comments**
+- snapshot discussion activity: **2 comments / 68 reviews / 87 review comments**
 - account age: **3079 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -3536,12 +3513,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anuxlear)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anuxlear)
 - repo first seen: `2026-01-02T07:29:46Z`
-- repo last seen: `2026-04-30T20:01:13Z`
+- repo last seen: `2026-05-04T13:40:48Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **12 comments / 25 reviews / 25 review comments**
+- snapshot discussion activity: **13 comments / 25 reviews / 25 review comments**
 - account age: **3757 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -3549,7 +3526,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45471: Add EXAONE 4.5 implementations](https://github.com/huggingface/transformers/pull/45471) — open
+- [PR #45471: Add EXAONE 4.5 implementations](https://github.com/huggingface/transformers/pull/45471) — closed, merged
 - [PR #43080: Add EXAONE-MoE implementations](https://github.com/huggingface/transformers/pull/43080) — closed, merged
 
 ### `tyler-romero`
@@ -3624,12 +3601,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anurpax)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anurpax)
 - repo first seen: `2026-04-24T14:04:02Z`
-- repo last seen: `2026-04-29T12:33:43Z`
+- repo last seen: `2026-05-04T11:09:37Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **1 PRs / 3 issues**
-- snapshot discussion activity: **7 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **8 comments / 1 reviews / 1 review comments**
 - account age: **5805 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -4022,7 +3999,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #44978: fix: handle absent sys.modules entry in modeling_utils](https://github.com/huggingface/transformers/pull/44978) — closed
-- [Issue #45003: modeling_utils unsafely accesses sys.modules[]](https://github.com/huggingface/transformers/issues/45003) — open
+- [Issue #45003: modeling_utils unsafely accesses sys.modules[]](https://github.com/huggingface/transformers/issues/45003) — closed
 
 ### `danielquintas8`
 
@@ -4090,6 +4067,28 @@ Example artifacts:
 - [PR #44660: Fix: avoid late CUDA OOM in load_best_model_at_end with PEFT models](https://github.com/huggingface/transformers/pull/44660) — open
 - [Issue #44637: load_best_model_at_end reloads PEFT adapter weights onto CUDA and can OOM under low remaining GPU memory](https://github.com/huggingface/transformers/issues/44637) — open
 
+### `dvdimitrov13`
+
+- profile: [github.com/dvdimitrov13](https://github.com/dvdimitrov13)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Advdimitrov13)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Advdimitrov13)
+- repo first seen: `2026-04-24T14:56:28Z`
+- repo last seen: `2026-05-04T16:35:28Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **2296 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45776: Gate enable_gqa=True on actual flash-attention eligibility](https://github.com/huggingface/transformers/pull/45776) — open, draft
+- [Issue #45636: Proposal: add sdpa_memeff attn_implementation for shape combinations no fast backend covers](https://github.com/huggingface/transformers/issues/45636) — open
+
 ### `earino`
 
 - profile: [github.com/earino](https://github.com/earino)
@@ -5256,7 +5255,7 @@ Example artifacts:
 - repo first seen: `2026-05-03T16:53:02Z`
 - repo last seen: `2026-05-03T17:26:18Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
@@ -5267,7 +5266,7 @@ Example artifacts:
 - heuristic read: **young account; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45754: Fix mps device check for moe histogram routing](https://github.com/huggingface/transformers/pull/45754) — open
+- [PR #45754: Fix mps device check for moe histogram routing](https://github.com/huggingface/transformers/pull/45754) — closed
 
 ### `bensons`
 
@@ -5780,12 +5779,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agarybadwal)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agarybadwal)
 - repo first seen: `2026-04-21T04:38:14Z`
-- repo last seen: `2026-04-25T06:54:09Z`
+- repo last seen: `2026-05-04T16:30:08Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **4 comments / 3 reviews / 3 review comments**
 - account age: **1178 days**
 - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
@@ -5970,7 +5969,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahenloworldowo)
 - repo first seen: `2026-05-04T05:53:33Z`
 - repo last seen: `2026-05-04T05:53:33Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIMER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -5982,7 +5981,7 @@ Example artifacts:
 - heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #45772: test pull request](https://github.com/huggingface/transformers/pull/45772) — open
+- [PR #45772: test pull request](https://github.com/huggingface/transformers/pull/45772) — closed
 
 ### `heycorgi`
 
@@ -6131,27 +6130,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44516: fix(qwen2_5_vl): handle ragged batched input in apply_chat_template](https://github.com/huggingface/transformers/pull/44516) — closed
 
-### `jblox26`
-
-- profile: [github.com/jblox26](https://github.com/jblox26)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajblox26)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajblox26)
-- repo first seen: `2026-03-05T14:50:06Z`
-- repo last seen: `2026-03-05T14:51:37Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **75 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44472: Fix Qwen3VL get_rope_index StopIteration with per-frame video tokens](https://github.com/huggingface/transformers/pull/44472) — closed
-
 ### `Jeevang1-epic`
 
 - profile: [github.com/Jeevang1-epic](https://github.com/Jeevang1-epic)
@@ -7376,12 +7354,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arigen1048)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arigen1048)
 - repo first seen: `2026-04-28T15:23:48Z`
-- repo last seen: `2026-05-03T19:00:50Z`
+- repo last seen: `2026-05-04T15:13:39Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
 - account age: **92 days**
 - recent public PR activity: **5 PRs** (0 merged / 3 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **60%**, open rate **40%**)
 - public orgs: none visible
@@ -7622,6 +7600,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45524: utils: handle flash_attn missing from importlib packages_distributions without crashing](https://github.com/huggingface/transformers/pull/45524) — open
 
+### `SeaL773`
+
+- profile: [github.com/SeaL773](https://github.com/SeaL773)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASeaL773)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASeaL773)
+- repo first seen: `2026-05-04T06:26:53Z`
+- repo last seen: `2026-05-04T17:44:12Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
+- account age: **3075 days**
+- recent public PR activity: **14 PRs** (8 merged / 4 closed-unmerged / 2 open; merged rate **57%**, closed-unmerged rate **29%**, open rate **14%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #45773: Fix UnboundLocalError for `is_updated` in encoder-decoder cross-attention](https://github.com/huggingface/transformers/pull/45773) — open
+
 ### `sebastianvlad1`
 
 - profile: [github.com/sebastianvlad1](https://github.com/sebastianvlad1)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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         {
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-          "content_similarity": 0.196,
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           "breadth_similarity": 0.75,
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@@ -849,8 +701,8 @@
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-          "content_similarity": 0.189,
+          "similarity": 0.275,
+          "content_similarity": 0.176,
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@@ -865,8 +717,8 @@
         {
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-          "similarity": 0.283,
-          "content_similarity": 0.168,
+          "similarity": 0.275,
+          "content_similarity": 0.156,
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           "breadth_similarity": 0.75,
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@@ -881,8 +733,8 @@
         {
           "left_pr_number": 45055,
           "right_pr_number": 45769,
-          "similarity": 0.26,
-          "content_similarity": 0.164,
+          "similarity": 0.252,
+          "content_similarity": 0.152,
           "size_similarity": 0.136,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -893,22 +745,6 @@
             "src/transformers",
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-          "left_pr_number": 45273,
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-          "similarity": 0.241,
-          "content_similarity": 0.146,
-          "size_similarity": 0.091,
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         }
       ]
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         45668
       ],
       "representative_pr_number": 45546,
-      "average_similarity": 0.75,
+      "average_similarity": 0.748,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
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@@ -932,16 +768,14 @@
         "tests/quantization/ggml",
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-        "src/transformers",
-        "tests",
-        "src"
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         {
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@@ -984,8 +818,8 @@
         {
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         {
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-          "similarity": 0.733,
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         {
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-          "similarity": 0.66,
-          "content_similarity": 0.637,
+          "similarity": 0.658,
+          "content_similarity": 0.633,
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@@ -1050,8 +884,8 @@
         {
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-          "similarity": 0.638,
-          "content_similarity": 0.632,
+          "similarity": 0.636,
+          "content_similarity": 0.628,
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@@ -1080,22 +914,20 @@
         44682
       ],
       "representative_pr_number": 43836,
-      "average_similarity": 0.562,
+      "average_similarity": 0.559,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
       ],
       "shared_directories": [
-        "src/transformers/cli",
-        "src/transformers",
-        "src"
+        "src/transformers/cli"
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@@ -1111,8 +943,8 @@
         {
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@@ -1128,8 +960,8 @@
         {
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@@ -1162,8 +994,8 @@
         {
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@@ -1179,8 +1011,8 @@
         {
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@@ -1204,7 +1036,7 @@
         45741
       ],
       "representative_pr_number": 45681,
-      "average_similarity": 0.56,
+      "average_similarity": 0.558,
       "summary": "4 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45681.",
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       "shared_directories": [
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         {
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@@ -1327,8 +1157,8 @@
         {
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@@ -1366,16 +1196,14 @@
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-        "src/transformers/models",
-        "src/transformers",
-        "src"
+        "src/transformers/models"
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@@ -1391,8 +1219,8 @@
         {
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@@ -1437,8 +1265,8 @@
         {
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@@ -1477,8 +1305,8 @@
         {
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@@ -1502,7 +1330,7 @@
         45661
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       "representative_pr_number": 44974,
-      "average_similarity": 0.476,
+      "average_similarity": 0.469,
       "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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@@ -1511,9 +1339,7 @@
         "src/transformers/modeling_utils.py"
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-        "src",
         "tests/utils",
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@@ -1522,8 +1348,8 @@
         {
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+          "content_similarity": 0.721,
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           "breadth_similarity": 0.8,
           "concentration_similarity": 0.929,
@@ -1541,8 +1367,8 @@
         {
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@@ -1562,8 +1388,8 @@
         {
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-          "similarity": 0.481,
-          "content_similarity": 0.401,
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@@ -1580,8 +1406,8 @@
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@@ -1600,8 +1426,8 @@
         {
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-          "content_similarity": 0.321,
+          "similarity": 0.426,
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@@ -1617,8 +1443,8 @@
         {
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-          "similarity": 0.292,
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@@ -1644,21 +1470,18 @@
         45655
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       "representative_pr_number": 45342,
-      "average_similarity": 0.475,
+      "average_similarity": 0.467,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
       ],
-      "shared_directories": [
-        "src/transformers",
-        "src"
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         {
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@@ -1673,8 +1496,8 @@
         {
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-          "similarity": 0.475,
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@@ -1689,8 +1512,8 @@
         {
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@@ -1705,8 +1528,8 @@
         {
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@@ -1721,8 +1544,8 @@
         {
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-          "similarity": 0.353,
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@@ -1737,8 +1560,8 @@
         {
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-          "similarity": 0.353,
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@@ -1752,132 +1575,6 @@
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-      "average_similarity": 0.468,
-      "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`, `src/transformers/integrations/finegrained_fp8.py`; representative PR #45754.",
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-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "src"
-          ]
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-      ]
-    },
     {
       "cluster_id": "pr-scope-44066-3",
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@@ -1895,8 +1592,6 @@
       "shared_directories": [
         "src/transformers/models/gptj",
         "src/transformers/models",
-        "src/transformers",
-        "src",
         "src/transformers/models/codegen"
       ],
       "pairwise": [
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           "left_pr_number": 44066,
           "right_pr_number": 44722,
           "similarity": 0.969,
-          "content_similarity": 0.968,
+          "content_similarity": 0.967,
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@@ -1966,23 +1661,21 @@
         44676
       ],
       "representative_pr_number": 44059,
-      "average_similarity": 0.569,
+      "average_similarity": 0.566,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
       "shared_filenames": [
         "src/transformers/models/gpt2/modeling_gpt2.py"
       ],
       "shared_directories": [
         "src/transformers/models/gpt2",
-        "src/transformers/models",
-        "src/transformers",
-        "src"
+        "src/transformers/models"
       ],
       "pairwise": [
         {
           "left_pr_number": 44059,
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-          "similarity": 0.677,
-          "content_similarity": 0.74,
+          "similarity": 0.675,
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@@ -1999,8 +1692,8 @@
         {
           "left_pr_number": 44015,
           "right_pr_number": 44059,
-          "similarity": 0.615,
-          "content_similarity": 0.68,
+          "similarity": 0.612,
+          "content_similarity": 0.676,
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           "concentration_similarity": 0.488,
@@ -2017,8 +1710,8 @@
         {
           "left_pr_number": 44015,
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-          "similarity": 0.414,
-          "content_similarity": 0.502,
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+          "content_similarity": 0.496,
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           "concentration_similarity": 0.488,
@@ -2042,23 +1735,21 @@
         45422
       ],
       "representative_pr_number": 41606,
-      "average_similarity": 0.563,
+      "average_similarity": 0.561,
       "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
       "shared_filenames": [
         "tests/test_processing_common.py",
         "src/transformers/processing_utils.py"
       ],
       "shared_directories": [
-        "src/transformers",
-        "tests",
-        "src"
+        "tests"
       ],
       "pairwise": [
         {
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-          "similarity": 0.692,
-          "content_similarity": 0.672,
+          "similarity": 0.691,
+          "content_similarity": 0.671,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.683,
@@ -2075,8 +1766,8 @@
         {
           "left_pr_number": 41606,
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-          "similarity": 0.506,
-          "content_similarity": 0.43,
+          "similarity": 0.504,
+          "content_similarity": 0.428,
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           "breadth_similarity": 0.75,
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@@ -2093,8 +1784,8 @@
         {
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-          "similarity": 0.492,
-          "content_similarity": 0.467,
+          "similarity": 0.489,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 0.802,
@@ -2110,81 +1801,6 @@
         }
       ]
     },
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-      "pr_numbers": [
-        43997,
-        44007,
-        44019
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-      "representative_pr_number": 44007,
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-      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.",
-      "shared_filenames": [
-        "src/transformers/models/regnet/modeling_regnet.py",
-        "src/transformers/models/resnet/modeling_resnet.py"
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-      "shared_directories": [
-        "src/transformers/models",
-        "src/transformers",
-        "src",
-        "src/transformers/models/regnet",
-        "src/transformers/models/resnet"
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-        {
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-          "shared_filenames": [
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-            "src/transformers/models",
-            "src/transformers",
-            "src"
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-        {
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-            "src/transformers/models/regnet/modeling_regnet.py"
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-          "shared_directories": [
-            "src/transformers/models/regnet",
-            "src/transformers/models",
-            "src/transformers",
-            "src"
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-        {
-          "left_pr_number": 43997,
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-          "similarity": 0.275,
-          "content_similarity": 0.024,
-          "size_similarity": 0.722,
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-            "src/transformers/models",
-            "src/transformers",
-            "src"
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     {
       "cluster_id": "pr-scope-42975-3",
       "pr_numbers": [
@@ -2193,7 +1809,7 @@
         45077
       ],
       "representative_pr_number": 45077,
-      "average_similarity": 0.528,
+      "average_similarity": 0.53,
       "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.",
       "shared_filenames": [
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@@ -2213,8 +1829,8 @@
         {
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@@ -2238,8 +1854,8 @@
         {
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@@ -2258,8 +1874,8 @@
         {
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           "breadth_similarity": 0.606,
           "concentration_similarity": 1.0,
@@ -2279,6 +1895,79 @@
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     },
+    {
+      "cluster_id": "pr-scope-43997-3",
+      "pr_numbers": [
+        43997,
+        44007,
+        44019
+      ],
+      "representative_pr_number": 44007,
+      "average_similarity": 0.525,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.",
+      "shared_filenames": [
+        "src/transformers/models/regnet/modeling_regnet.py",
+        "src/transformers/models/resnet/modeling_resnet.py"
+      ],
+      "shared_directories": [
+        "src/transformers/models",
+        "src/transformers/models/regnet",
+        "src/transformers/models/resnet"
+      ],
+      "pairwise": [
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+          "size_similarity": 0.94,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.548,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers/models/resnet",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 44007,
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+          "content_similarity": 0.652,
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+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.548,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers/models/regnet",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
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+        },
+        {
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+          "content_similarity": 0.013,
+          "size_similarity": 0.722,
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+          "concentration_similarity": 1.0,
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+          "shared_directories": [
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+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
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     {
       "cluster_id": "pr-scope-45202-3",
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@@ -2287,7 +1976,7 @@
         45438
       ],
       "representative_pr_number": 45438,
-      "average_similarity": 0.487,
+      "average_similarity": 0.483,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.",
       "shared_filenames": [
         "src/transformers/models/gemma4/modular_gemma4.py",
@@ -2299,19 +1988,19 @@
       "shared_directories": [
         "src/transformers/models/gemma4",
         "src/transformers/models",
-        "src/transformers",
-        "src",
         "docs/source/en/model_doc",
         "src/transformers/models/auto",
         "tests/models/gemma4",
-        "docs/source/en"
+        "docs/source/en",
+        "docs/source",
+        "tests/models"
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@@ -2338,8 +2027,8 @@
         {
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@@ -2357,8 +2046,8 @@
         {
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@@ -2383,22 +2072,20 @@
         44872
       ],
       "representative_pr_number": 34667,
-      "average_similarity": 0.469,
+      "average_similarity": 0.461,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
       ],
       "shared_directories": [
-        "src/transformers/generation",
-        "src/transformers",
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@@ -2414,8 +2101,8 @@
         {
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@@ -2431,8 +2118,8 @@
         {
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@@ -2455,21 +2142,18 @@
         44547
       ],
       "representative_pr_number": 43549,
-      "average_similarity": 0.462,
+      "average_similarity": 0.457,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
       "shared_filenames": [
         "src/transformers/modeling_flash_attention_utils.py"
       ],
-      "shared_directories": [
-        "src/transformers",
-        "src"
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-          "similarity": 0.547,
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@@ -2484,8 +2168,8 @@
         {
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           "breadth_similarity": 1.0,
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@@ -2500,8 +2184,8 @@
         {
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-          "similarity": 0.403,
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@@ -2523,22 +2207,20 @@
         45524
       ],
       "representative_pr_number": 44615,
-      "average_similarity": 0.408,
+      "average_similarity": 0.403,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
       "shared_filenames": [
         "src/transformers/utils/import_utils.py"
       ],
       "shared_directories": [
-        "src/transformers/utils",
-        "src/transformers",
-        "src"
+        "src/transformers/utils"
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-          "similarity": 0.427,
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@@ -2554,8 +2236,8 @@
         {
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2571,8 +2253,8 @@
         {
           "left_pr_number": 44385,
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-          "similarity": 0.383,
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@@ -2595,7 +2277,7 @@
         45513
       ],
       "representative_pr_number": 45513,
-      "average_similarity": 0.381,
+      "average_similarity": 0.402,
       "summary": "3 open PRs share weighted file overlap around `tests/models/qwen3_5/test_modeling_qwen3_5.py`, `src/transformers/models/qwen3_5/modular_qwen3_5.py`, `src/transformers/models/qwen3_5/modeling_qwen3_5.py`; representative PR #45513.",
       "shared_filenames": [
         "tests/models/qwen3_5/test_modeling_qwen3_5.py",
@@ -2609,20 +2291,18 @@
         "tests/models/qwen3_5",
         "src/transformers/models",
         "tests/models",
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         "src/transformers/models/qwen3_next"
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           "breadth_similarity": 0.95,
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+          "concentration_similarity": 0.803,
           "shared_filenames": [
             "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
             "src/transformers/models/qwen3_5/modular_qwen3_5.py",
@@ -2644,8 +2324,8 @@
         {
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           "breadth_similarity": 0.95,
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@@ -2656,107 +2336,31 @@
           ],
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-            "src/transformers/models/qwen3_5/modular_qwen3_5.py",
-            "tests/models/qwen3_5/test_modeling_qwen3_5.py"
-          ],
-          "shared_directories": [
-            "src/transformers/models/qwen3_5",
-            "src/transformers/models",
-            "tests/models/qwen3_5",
-            "src/transformers",
-            "tests/models",
-            "src",
-            "tests"
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-      "summary": "3 open PRs share weighted file overlap around `tests/models/vit/test_modeling_vit.py`; representative PR #43665.",
-      "shared_filenames": [
-        "tests/models/vit/test_modeling_vit.py"
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-          "shared_filenames": [
-            "tests/models/vit/test_modeling_vit.py"
-          ],
-          "shared_directories": [
-            "tests/models/vit",
+            "src/transformers/models",
+            "tests/models/qwen3_5",
+            "src/transformers",
             "tests/models",
+            "src",
             "tests"
           ]
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         {
-          "left_pr_number": 43488,
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-          "content_similarity": 0.14,
-          "size_similarity": 0.786,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.974,
+          "left_pr_number": 44664,
+          "right_pr_number": 45034,
+          "similarity": 0.345,
+          "content_similarity": 0.203,
+          "size_similarity": 0.426,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.782,
           "shared_filenames": [
-            "tests/models/vit/test_modeling_vit.py"
+            "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
+            "src/transformers/models/qwen3_5/modular_qwen3_5.py",
+            "tests/models/qwen3_5/test_modeling_qwen3_5.py"
           ],
           "shared_directories": [
-            "tests/models/vit",
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models",
+            "tests/models/qwen3_5",
             "src/transformers",
             "tests/models",
             "src",
@@ -2773,7 +2377,7 @@
         44550
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.372,
+      "average_similarity": 0.373,
       "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -2786,8 +2390,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.395,
-          "content_similarity": 0.136,
+          "similarity": 0.396,
+          "content_similarity": 0.137,
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           "concentration_similarity": 1.0,
@@ -2802,8 +2406,8 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 44550,
-          "similarity": 0.367,
-          "content_similarity": 0.105,
+          "similarity": 0.368,
+          "content_similarity": 0.106,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2818,7 +2422,7 @@
           "left_pr_number": 33686,
           "right_pr_number": 44407,
           "similarity": 0.355,
-          "content_similarity": 0.088,
+          "content_similarity": 0.089,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2849,9 +2453,7 @@
         "tests/models/gpt_neo",
         "src/transformers/models",
         "tests/models",
-        "src/transformers",
-        "tests",
-        "src"
+        "tests"
       ],
       "pairwise": [
         {
@@ -2976,7 +2578,7 @@
           "left_pr_number": 40962,
           "right_pr_number": 45186,
           "similarity": 0.925,
-          "content_similarity": 0.944,
+          "content_similarity": 0.943,
           "size_similarity": 0.818,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.832,
@@ -3020,9 +2622,7 @@
         "src/transformers/loss/loss_utils.py"
       ],
       "shared_directories": [
-        "src/transformers/loss",
-        "src/transformers",
-        "src"
+        "src/transformers/loss"
       ],
       "pairwise": [
         {
@@ -3051,7 +2651,7 @@
         43775
       ],
       "representative_pr_number": 43543,
-      "average_similarity": 0.82,
+      "average_similarity": 0.819,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`; representative PR #43543.",
       "shared_filenames": [
         "src/transformers/models/jetmoe/modeling_jetmoe.py",
@@ -3077,8 +2677,8 @@
         {
           "left_pr_number": 43543,
           "right_pr_number": 43775,
-          "similarity": 0.82,
-          "content_similarity": 0.914,
+          "similarity": 0.819,
+          "content_similarity": 0.913,
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@@ -3116,7 +2716,7 @@
         45645
       ],
       "representative_pr_number": 45639,
-      "average_similarity": 0.783,
+      "average_similarity": 0.782,
       "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `src/transformers/testing_utils.py`; representative PR #45639.",
       "shared_filenames": [
         "tests/utils/test_testing_utils.py",
@@ -3124,16 +2724,14 @@
       ],
       "shared_directories": [
         "tests/utils",
-        "src/transformers",
-        "tests",
-        "src"
+        "tests"
       ],
       "pairwise": [
         {
           "left_pr_number": 45639,
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-          "similarity": 0.783,
-          "content_similarity": 0.845,
+          "similarity": 0.782,
+          "content_similarity": 0.844,
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           "concentration_similarity": 0.893,
@@ -3157,7 +2755,7 @@
         44375
       ],
       "representative_pr_number": 36895,
-      "average_similarity": 0.761,
+      "average_similarity": 0.759,
       "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/rf_detr.md`, `src/transformers/loss/loss_lw_detr.py`, `src/transformers/models/rf_detr/__init__.py`; representative PR #36895.",
       "shared_filenames": [
         "docs/source/en/model_doc/rf_detr.md",
@@ -3183,8 +2781,8 @@
         {
           "left_pr_number": 36895,
           "right_pr_number": 44375,
-          "similarity": 0.761,
-          "content_similarity": 0.724,
+          "similarity": 0.759,
+          "content_similarity": 0.721,
           "size_similarity": 0.807,
           "breadth_similarity": 0.866,
           "concentration_similarity": 0.93,
@@ -3222,22 +2820,20 @@
         45523
       ],
       "representative_pr_number": 41901,
-      "average_similarity": 0.718,
+      "average_similarity": 0.716,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.",
       "shared_filenames": [
         "src/transformers/integrations/executorch.py"
       ],
       "shared_directories": [
-        "src/transformers/integrations",
-        "src/transformers",
-        "src"
+        "src/transformers/integrations"
       ],
       "pairwise": [
         {
           "left_pr_number": 41901,
           "right_pr_number": 45523,
-          "similarity": 0.718,
-          "content_similarity": 0.778,
+          "similarity": 0.716,
+          "content_similarity": 0.775,
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@@ -3259,7 +2855,7 @@
         45144
       ],
       "representative_pr_number": 43020,
-      "average_similarity": 0.714,
+      "average_similarity": 0.712,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/convert_mimo_v2_flash_weights_to_hf.py`; representative PR #43020.",
       "shared_filenames": [
         "src/transformers/models/mimo_v2_flash/__init__.py",
@@ -3277,16 +2873,14 @@
         "tests/models/mimo_v2_flash",
         "src/transformers/models",
         "tests/models",
-        "src/transformers",
-        "tests",
-        "src"
+        "tests"
       ],
       "pairwise": [
         {
           "left_pr_number": 43020,
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-          "similarity": 0.714,
-          "content_similarity": 0.714,
+          "similarity": 0.712,
+          "content_similarity": 0.711,
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           "breadth_similarity": 0.632,
           "concentration_similarity": 0.938,
@@ -3320,21 +2914,18 @@
         43469
       ],
       "representative_pr_number": 41441,
-      "average_similarity": 0.684,
+      "average_similarity": 0.682,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
       "shared_filenames": [
         "src/transformers/hf_argparser.py"
       ],
-      "shared_directories": [
-        "src/transformers",
-        "src"
-      ],
+      "shared_directories": [],
       "pairwise": [
         {
           "left_pr_number": 41441,
           "right_pr_number": 43469,
-          "similarity": 0.684,
-          "content_similarity": 0.755,
+          "similarity": 0.682,
+          "content_similarity": 0.753,
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           "breadth_similarity": 0.5,
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@@ -3355,7 +2946,7 @@
         45480
       ],
       "representative_pr_number": 43747,
-      "average_similarity": 0.678,
+      "average_similarity": 0.679,
       "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
       "shared_filenames": [
         "tests/quantization/compressed_tensors_integration/test_compressed_models.py"
@@ -3369,8 +2960,8 @@
         {
           "left_pr_number": 43747,
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-          "similarity": 0.678,
-          "content_similarity": 0.63,
+          "similarity": 0.679,
+          "content_similarity": 0.631,
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           "concentration_similarity": 0.751,
@@ -3392,22 +2983,20 @@
         43816
       ],
       "representative_pr_number": 43779,
-      "average_similarity": 0.667,
+      "average_similarity": 0.666,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.",
       "shared_filenames": [
         "src/transformers/integrations/integration_utils.py"
       ],
       "shared_directories": [
-        "src/transformers/integrations",
-        "src/transformers",
-        "src"
+        "src/transformers/integrations"
       ],
       "pairwise": [
         {
           "left_pr_number": 43779,
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-          "similarity": 0.667,
-          "content_similarity": 0.685,
+          "similarity": 0.666,
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           "breadth_similarity": 1.0,
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@@ -3429,7 +3018,7 @@
         45627
       ],
       "representative_pr_number": 42668,
-      "average_similarity": 0.662,
+      "average_similarity": 0.661,
       "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_processor_auto.py`, `src/transformers/processing_utils.py`; representative PR #42668.",
       "shared_filenames": [
         "tests/models/auto/test_processor_auto.py",
@@ -3438,16 +3027,14 @@
       "shared_directories": [
         "tests/models/auto",
         "tests/models",
-        "src/transformers",
-        "tests",
-        "src"
+        "tests"
       ],
       "pairwise": [
         {
           "left_pr_number": 42668,
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-          "similarity": 0.662,
-          "content_similarity": 0.807,
+          "similarity": 0.661,
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@@ -3472,23 +3059,21 @@
         44116
       ],
       "representative_pr_number": 44101,
-      "average_similarity": 0.563,
+      "average_similarity": 0.56,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.",
       "shared_filenames": [
         "src/transformers/models/flaubert/modeling_flaubert.py"
       ],
       "shared_directories": [
         "src/transformers/models/flaubert",
-        "src/transformers/models",
-        "src/transformers",
-        "src"
+        "src/transformers/models"
       ],
       "pairwise": [
         {
           "left_pr_number": 44101,
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-          "similarity": 0.563,
-          "content_similarity": 0.628,
+          "similarity": 0.56,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.507,
@@ -3504,6 +3089,90 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43532-2",
+      "pr_numbers": [
+        43532,
+        43649
+      ],
+      "representative_pr_number": 43532,
+      "average_similarity": 0.518,
+      "summary": "2 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
+      "shared_filenames": [
+        ".github/workflows/self-comment-ci.yml",
+        "utils/notification_service.py",
+        ".github/workflows/self-scheduled.yml",
+        "tests/models/vit/test_modeling_vit.py"
+      ],
+      "shared_directories": [
+        "tests/models/vit",
+        ".github/workflows",
+        "tests/models",
+        ".github",
+        "utils",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 43532,
+          "right_pr_number": 43649,
+          "similarity": 0.518,
+          "content_similarity": 0.467,
+          "size_similarity": 0.395,
+          "breadth_similarity": 0.875,
+          "concentration_similarity": 0.893,
+          "shared_filenames": [
+            ".github/workflows/self-comment-ci.yml",
+            ".github/workflows/self-scheduled.yml",
+            "tests/models/vit/test_modeling_vit.py",
+            "utils/notification_service.py"
+          ],
+          "shared_directories": [
+            "tests/models/vit",
+            ".github/workflows",
+            "tests/models",
+            ".github",
+            "tests",
+            "utils"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-43833-2",
+      "pr_numbers": [
+        43833,
+        45687
+      ],
+      "representative_pr_number": 43833,
+      "average_similarity": 0.513,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.",
+      "shared_filenames": [
+        "src/transformers/integrations/moe.py"
+      ],
+      "shared_directories": [
+        "src/transformers/integrations"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 43833,
+          "right_pr_number": 45687,
+          "similarity": 0.513,
+          "content_similarity": 0.39,
+          "size_similarity": 0.6,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/integrations/moe.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41992-2",
       "pr_numbers": [
@@ -3511,7 +3180,7 @@
         45396
       ],
       "representative_pr_number": 41992,
-      "average_similarity": 0.517,
+      "average_similarity": 0.512,
       "summary": "2 open PRs share weighted file overlap around `tests/models/video_llama_3/test_modeling_video_llama_3.py`, `src/transformers/models/glm_ocr/modular_glm_ocr.py`, `src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py`; representative PR #41992.",
       "shared_filenames": [
         "tests/models/video_llama_3/test_modeling_video_llama_3.py",
@@ -3537,9 +3206,9 @@
         {
           "left_pr_number": 41992,
           "right_pr_number": 45396,
-          "similarity": 0.517,
-          "content_similarity": 0.484,
-          "size_similarity": 0.547,
+          "similarity": 0.512,
+          "content_similarity": 0.478,
+          "size_similarity": 0.542,
           "breadth_similarity": 0.53,
           "concentration_similarity": 0.865,
           "shared_filenames": [
@@ -3569,55 +3238,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-43532-2",
-      "pr_numbers": [
-        43532,
-        43649
-      ],
-      "representative_pr_number": 43532,
-      "average_similarity": 0.516,
-      "summary": "2 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
-      "shared_filenames": [
-        ".github/workflows/self-comment-ci.yml",
-        "utils/notification_service.py",
-        ".github/workflows/self-scheduled.yml",
-        "tests/models/vit/test_modeling_vit.py"
-      ],
-      "shared_directories": [
-        "tests/models/vit",
-        ".github/workflows",
-        "tests/models",
-        ".github",
-        "utils",
-        "tests"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 43532,
-          "right_pr_number": 43649,
-          "similarity": 0.516,
-          "content_similarity": 0.464,
-          "size_similarity": 0.395,
-          "breadth_similarity": 0.875,
-          "concentration_similarity": 0.893,
-          "shared_filenames": [
-            ".github/workflows/self-comment-ci.yml",
-            ".github/workflows/self-scheduled.yml",
-            "tests/models/vit/test_modeling_vit.py",
-            "utils/notification_service.py"
-          ],
-          "shared_directories": [
-            "tests/models/vit",
-            ".github/workflows",
-            "tests/models",
-            ".github",
-            "tests",
-            "utils"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-43363-2",
       "pr_numbers": [
@@ -3625,21 +3245,18 @@
         45651
       ],
       "representative_pr_number": 43363,
-      "average_similarity": 0.515,
+      "average_similarity": 0.512,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer_pt_utils.py`; representative PR #43363.",
       "shared_filenames": [
         "src/transformers/trainer_pt_utils.py"
       ],
-      "shared_directories": [
-        "src/transformers",
-        "src"
-      ],
+      "shared_directories": [],
       "pairwise": [
         {
           "left_pr_number": 43363,
           "right_pr_number": 45651,
-          "similarity": 0.515,
-          "content_similarity": 0.574,
+          "similarity": 0.512,
+          "content_similarity": 0.57,
           "size_similarity": 0.245,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.53,
@@ -3660,7 +3277,7 @@
         45720
       ],
       "representative_pr_number": 44114,
-      "average_similarity": 0.512,
+      "average_similarity": 0.508,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/wavlm/modeling_wavlm.py`; representative PR #44114.",
       "shared_filenames": [
         "src/transformers/models/data2vec/modeling_data2vec_audio.py",
@@ -3686,8 +3303,8 @@
         {
           "left_pr_number": 44114,
           "right_pr_number": 45720,
-          "similarity": 0.512,
-          "content_similarity": 0.439,
+          "similarity": 0.508,
+          "content_similarity": 0.433,
           "size_similarity": 0.549,
           "breadth_similarity": 0.727,
           "concentration_similarity": 0.999,
@@ -3725,22 +3342,20 @@
         45128
       ],
       "representative_pr_number": 45056,
-      "average_similarity": 0.506,
+      "average_similarity": 0.502,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
       "shared_filenames": [
         "src/transformers/utils/auto_docstring.py"
       ],
       "shared_directories": [
-        "src/transformers/utils",
-        "src/transformers",
-        "src"
+        "src/transformers/utils"
       ],
       "pairwise": [
         {
           "left_pr_number": 45056,
           "right_pr_number": 45128,
-          "similarity": 0.506,
-          "content_similarity": 0.402,
+          "similarity": 0.502,
+          "content_similarity": 0.397,
           "size_similarity": 0.669,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.724,
@@ -3762,7 +3377,7 @@
         45333
       ],
       "representative_pr_number": 45332,
-      "average_similarity": 0.499,
+      "average_similarity": 0.496,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.",
       "shared_filenames": [
         "src/transformers/heterogeneity/__init__.py",
@@ -3774,16 +3389,14 @@
       "shared_directories": [
         "src/transformers/heterogeneity",
         "tests/heterogeneity",
-        "src/transformers",
-        "tests",
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