Refresh transformers dataset snapshot 20260422T060051Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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@@ -6026,8 +5949,8 @@
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             "url": "https://github.com/huggingface/transformers/pull/45547",
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@@ -7104,6 +7027,73 @@
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@@ -7642,73 +7632,6 @@
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       "author_login": "ezylopx5",
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@@ -10762,6 +10685,73 @@
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       "author_login": "jackcook",
       "name": "Jack Cook",
@@ -14554,6 +14544,63 @@
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+      "name": "Abdel ATIA",
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+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "very high",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "young account; high recent PR volume; very broad repo spread; high open PR share",
+      "public_orgs": [],
+      "activity": {
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+      },
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+            "kind": "pull_request",
+            "number": 45558,
+            "title": "feat(trainer): log individual losses from loss_dict",
+            "url": "https://github.com/huggingface/transformers/pull/45558",
+            "state": "open",
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+            "draft": false,
+            "created_at": "2026-04-22T02:56:43Z"
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+      },
+      "fetch_error": null
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     {
       "author_login": "abidlabs",
       "name": "Abubakar Abid",
@@ -21154,12 +21201,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apdufour",
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       "repo_first_seen_at": "2026-04-04T00:15:04Z",
-      "repo_last_seen_at": "2026-04-10T23:19:19Z",
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new-contributors-report.md

@@ -1,20 +1,20 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260422T000040Z`
-- Generated: `2026-04-22T00:01:24Z`
+- Snapshot: `20260422T060051Z`
+- Generated: `2026-04-22T06:02:32Z`
 - Activity window: `60d`
-- Contributors: `357`
+- Contributors: `358`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
+| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 79 | 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` | 78 | 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` | 77 | 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` | 72 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 67 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 59 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 43 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 44 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 40 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 37 | 0 | strong | low | low | targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2025-01-06T17:52:26Z` | 36 | 1 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
@@ -24,8 +24,8 @@
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-10-03T15:26:01Z` | 24 | 0 | strong | low | low | targets high-star repos |
 | `ManasVardhan` | [profile](https://github.com/ManasVardhan) | no | NONE | 2488d | `2026-02-15T11:10:48Z` | 22 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 20 | 0 | strong | low | low | targets high-star repos |
+| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 19 | 4 | strong | moderate | low | high recent PR volume |
 | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
-| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 18 | 4 | strong | moderate | low | high recent PR volume |
 | `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 18 | 0 | strong | low | low | 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 |
@@ -40,7 +40,6 @@
 | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 13 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 13 | 0 | strong | moderate | low | — |
 | `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `danielalanbates` | [profile](https://github.com/danielalanbates) | no | NONE | 338d | `2026-02-21T04:32:30Z` | 8 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `s-zx` | [profile](https://github.com/s-zx) | no | NONE | 2020d | `2026-03-08T19:38:00Z` | 8 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2626d | `2025-12-10T12:31:18Z` | 7 | 2 | strong | moderate | low | targets high-star repos |
@@ -50,12 +49,12 @@
 | `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2570d | `2026-02-25T22:23:20Z` | 6 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 6 | 0 | mixed | moderate | low | targets high-star repos |
 | `kchpp940` | [profile](https://github.com/kchpp940) | no | NONE | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
+| `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 6 | 0 | mixed | moderate | low | targets high-star repos |
 | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2024-08-30T13:38:48Z` | 5 | 2 | mixed | low | low | targets high-star repos |
 | `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3498d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `sxu75374` | [profile](https://github.com/sxu75374) | no | NONE | 2026d | `2026-02-27T04:48:08Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 5 | 0 | mixed | moderate | low | targets high-star repos |
 | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
 | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
 | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -93,6 +92,7 @@
 | `akhilc08` | [profile](https://github.com/akhilc08) | no | NONE | 403d | `2026-04-03T17:43:21Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `akintunero` | [profile](https://github.com/akintunero) | no | CONTRIBUTOR | 3950d | `2026-03-30T13:48:47Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `albertorkive` | [profile](https://github.com/albertorkive) | no | FIRST_TIME_CONTRIBUTOR | 698d | `2026-04-12T17:02:14Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars |
+| `armorbreak001` | [profile](https://github.com/armorbreak001) | yes | FIRST_TIME_CONTRIBUTOR | 13d | `2026-04-22T05:24:00Z` | 2 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; no visible non-self stars |
 | `asuryateja` | [profile](https://github.com/asuryateja) | no | CONTRIBUTOR | 1716d | `2026-03-26T21:05:17Z` | 2 | 0 | mixed | moderate | low | high open PR share |
 | `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 2 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-04-11T21:41:32Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -101,7 +101,6 @@
 | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ezylopx5` | [profile](https://github.com/ezylopx5) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-01T19:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `FaizanImran-blip` | [profile](https://github.com/FaizanImran-blip) | no | FIRST_TIME_CONTRIBUTOR | 393d | `2026-03-30T19:10:48Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `GitGlimpse895` | [profile](https://github.com/GitGlimpse895) | no | NONE | 5d | `2026-04-12T10:14:58Z` | 2 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -146,6 +145,7 @@
 | `Olexandr88` | [profile](https://github.com/Olexandr88) | no | CONTRIBUTOR | 1622d | `2025-12-26T13:28:31Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3057d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | targets high-star repos |
+| `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `leopold-tzafon` | [profile](https://github.com/leopold-tzafon) | no | CONTRIBUTOR | 451d | `2026-02-19T15:45:13Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -202,6 +202,7 @@
 | `aashay-sarvam` | [profile](https://github.com/aashay-sarvam) | no | FIRST_TIME_CONTRIBUTOR | 883d | `2026-03-10T11:55:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `aashirpersonal` | [profile](https://github.com/aashirpersonal) | no | NONE | 957d | `2026-03-15T16:52:03Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `aayushbaluni` | [profile](https://github.com/aayushbaluni) | no | NONE | 1999d | `2026-03-17T17:20:35Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
+| `Abdeltoto` | [profile](https://github.com/Abdeltoto) | yes | FIRST_TIME_CONTRIBUTOR | 265d | `2026-04-22T02:56:43Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share |
 | `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5075d | `2026-04-08T22:36:08Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
 | `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2637d | `2026-02-26T17:57:16Z` | 1 | 0 | strong | low | low | high recent PR volume |
 | `agentspan` | [profile](https://github.com/agentspan) | no | NONE | 15d | `2026-04-08T08:40:08Z` | 1 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -369,6 +370,29 @@
 
 ## Contributors
 
+### `Cyrilvallez`
+
+- profile: [github.com/Cyrilvallez](https://github.com/Cyrilvallez)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
+- repo first seen: `2025-03-19T10:58:02Z`
+- repo last seen: `2026-04-22T05:49:53Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **79**
+- snapshot authored PRs/issues: **79 PRs / 0 issues**
+- snapshot discussion activity: **205 comments / 286 reviews / 446 review comments**
+- account age: **2036 days**
+- recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #45567: Move some conversion mappings to PrefixChange](https://github.com/huggingface/transformers/pull/45567) — open
+- [PR #45564: Gemma3n and Gemma4 cannot use rotary kernel](https://github.com/huggingface/transformers/pull/45564) — open
+- [PR #45539: [modular] Fix modular logic broken in #45045](https://github.com/huggingface/transformers/pull/45539) — closed, merged
+
 ### `tarekziade`
 
 - profile: [github.com/tarekziade](https://github.com/tarekziade)
@@ -395,29 +419,6 @@ Example artifacts:
 - [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — open
 - [Issue #44619: Plug model rule in development flow and extend it](https://github.com/huggingface/transformers/issues/44619) — open
 
-### `Cyrilvallez`
-
-- profile: [github.com/Cyrilvallez](https://github.com/Cyrilvallez)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
-- repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-04-21T00:24:28Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **77**
-- snapshot authored PRs/issues: **77 PRs / 0 issues**
-- snapshot discussion activity: **204 comments / 284 reviews / 444 review comments**
-- account age: **2036 days**
-- recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **high recent PR volume; targets high-star repos**
-
-Example artifacts:
-- [PR #45539: [modular] Fix modular logic broken in #45045](https://github.com/huggingface/transformers/pull/45539) — open
-- [PR #45527: Reapply modular to examples](https://github.com/huggingface/transformers/pull/45527) — closed, merged
-- [PR #45489: Align gemma3n cache sharing to gemma4](https://github.com/huggingface/transformers/pull/45489) — open
-
 ### `ydshieh`
 
 - profile: [github.com/ydshieh](https://github.com/ydshieh)
@@ -470,12 +471,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
 - repo first seen: `2025-06-20T09:58:55Z`
-- repo last seen: `2026-04-20T13:47:27Z`
+- repo last seen: `2026-04-22T02:29:06Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **63**
 - snapshot authored PRs/issues: **59 PRs / 4 issues**
-- snapshot discussion activity: **52 comments / 47 reviews / 47 review comments**
+- snapshot discussion activity: **55 comments / 47 reviews / 47 review comments**
 - account age: **3934 days**
 - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
 - public orgs: none visible
@@ -484,9 +485,9 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45487: Fix model parallel issue for altclip model and ChineseClip model](https://github.com/huggingface/transformers/pull/45487) — open
-- [PR #45470: sam3_lite_text: skip flash_attn_2_can_dispatch_composite_models tests](https://github.com/huggingface/transformers/pull/45470) — open
+- [PR #45470: sam3_lite_text: skip flash_attn_2_can_dispatch_composite_models tests](https://github.com/huggingface/transformers/pull/45470) — closed
 - [PR #45410: fix(altclip): fix failing tests](https://github.com/huggingface/transformers/pull/45410) — closed, draft
-- [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
+- [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — open
 - [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
 - [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
 
@@ -496,12 +497,12 @@ 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: `2026-04-21T09:13:10Z`
+- repo last seen: `2026-04-22T06:00:00Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **45**
-- snapshot authored PRs/issues: **43 PRs / 2 issues**
-- snapshot discussion activity: **135 comments / 458 reviews / 945 review comments**
+- repo primary artifacts: **46**
+- snapshot authored PRs/issues: **44 PRs / 2 issues**
+- snapshot discussion activity: **139 comments / 466 reviews / 948 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
@@ -509,9 +510,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45559: Drop noisy generate warnings when do_sample=False (or num_beams=1)](https://github.com/huggingface/transformers/pull/45559) — open
 - [PR #45453: Draft commit](https://github.com/huggingface/transformers/pull/45453) — open, draft
 - [PR #45414: Fix IndexError with DeepSpeed ZeRO-3 when kernels rotary is active](https://github.com/huggingface/transformers/pull/45414) — closed, merged
-- [PR #45395: Fix IndexError with DeepSpeed ZeRO-3 when kernels rotary is active](https://github.com/huggingface/transformers/pull/45395) — closed
 - [Issue #44052: Fix skipped tests for glm_moe_dsa model](https://github.com/huggingface/transformers/issues/44052) — closed
 - [Issue #42710: Outstanding issues / PR before we can release v5](https://github.com/huggingface/transformers/issues/42710) — closed
 
@@ -617,12 +618,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharshaljanjani)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharshaljanjani)
 - repo first seen: `2025-09-17T20:29:13Z`
-- repo last seen: `2026-04-21T18:33:40Z`
+- repo last seen: `2026-04-22T04:33:31Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **51**
 - snapshot authored PRs/issues: **31 PRs / 20 issues**
-- snapshot discussion activity: **100 comments / 126 reviews / 126 review comments**
+- snapshot discussion activity: **101 comments / 130 reviews / 130 review comments**
 - account age: **1961 days**
 - recent public PR activity: **18 PRs** (15 merged / 0 closed-unmerged / 3 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: none visible
@@ -712,12 +713,12 @@ 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: `2026-04-20T10:33:54Z`
+- repo last seen: `2026-04-22T01:35:54Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **20**
 - snapshot authored PRs/issues: **20 PRs / 0 issues**
-- snapshot discussion activity: **35 comments / 105 reviews / 119 review comments**
+- snapshot discussion activity: **36 comments / 106 reviews / 120 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
@@ -729,6 +730,32 @@ Example artifacts:
 - [PR #45323: [CB] Fix capture of max_seqlen](https://github.com/huggingface/transformers/pull/45323) — closed, merged
 - [PR #45184: [CB] [Major] Add CPU request offloading](https://github.com/huggingface/transformers/pull/45184) — open
 
+### `jiqing-feng`
+
+- profile: [github.com/jiqing-feng](https://github.com/jiqing-feng)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
+- repo first seen: `2024-03-21T04:37:45Z`
+- repo last seen: `2026-04-22T03:13:44Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **23**
+- snapshot authored PRs/issues: **19 PRs / 4 issues**
+- snapshot discussion activity: **38 comments / 21 reviews / 21 review comments**
+- account age: **1396 days**
+- recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #45560: Update torchao usage for XPU and CPU](https://github.com/huggingface/transformers/pull/45560) — open
+- [PR #45525: Fix CSM `TextToAudioPipeline` missing `<bos>` token](https://github.com/huggingface/transformers/pull/45525) — closed, merged
+- [PR #45108: Fix `Wav2Vec2Config.vocab_size` type to allow `None`](https://github.com/huggingface/transformers/pull/45108) — closed, merged
+- [Issue #44458: Mllama compile failed after new attn mask](https://github.com/huggingface/transformers/issues/44458) — closed
+- [Issue #43725: Quantization model behavior changed](https://github.com/huggingface/transformers/issues/43725) — closed
+- [Issue #42994: quantized model saving failed](https://github.com/huggingface/transformers/issues/42994) — closed
+
 ### `tomaarsen`
 
 - profile: [github.com/tomaarsen](https://github.com/tomaarsen)
@@ -755,32 +782,6 @@ Example artifacts:
 - [Issue #44877: Strict config prevents loading `granite_speech` config](https://github.com/huggingface/transformers/issues/44877) — closed
 - [Issue #44625: Qwen3.5 `num_labels` not propagated from core config to text config](https://github.com/huggingface/transformers/issues/44625) — open
 
-### `jiqing-feng`
-
-- profile: [github.com/jiqing-feng](https://github.com/jiqing-feng)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
-- repo first seen: `2024-03-21T04:37:45Z`
-- repo last seen: `2026-04-20T06:05:57Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **22**
-- snapshot authored PRs/issues: **18 PRs / 4 issues**
-- snapshot discussion activity: **37 comments / 21 reviews / 21 review comments**
-- account age: **1396 days**
-- recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #45525: Fix CSM `TextToAudioPipeline` missing `<bos>` token](https://github.com/huggingface/transformers/pull/45525) — closed, merged
-- [PR #45108: Fix `Wav2Vec2Config.vocab_size` type to allow `None`](https://github.com/huggingface/transformers/pull/45108) — closed, merged
-- [PR #45107: Fix `text-to-speech` pipeline crash when generation config contains `None` values](https://github.com/huggingface/transformers/pull/45107) — closed, merged
-- [Issue #44458: Mllama compile failed after new attn mask](https://github.com/huggingface/transformers/issues/44458) — closed
-- [Issue #43725: Quantization model behavior changed](https://github.com/huggingface/transformers/issues/43725) — closed
-- [Issue #42994: quantized model saving failed](https://github.com/huggingface/transformers/issues/42994) — closed
-
 ### `BillionClaw`
 
 - profile: [github.com/BillionClaw](https://github.com/BillionClaw)
@@ -1114,29 +1115,6 @@ Example artifacts:
 - [PR #44778: fix: correct logic error in is_tiktoken_available function](https://github.com/huggingface/transformers/pull/44778) — closed
 - [PR #44769: Fix: Handle empty lists in video_utils functions](https://github.com/huggingface/transformers/pull/44769) — closed
 
-### `danielalanbates`
-
-- profile: [github.com/danielalanbates](https://github.com/danielalanbates)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adanielalanbates)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adanielalanbates)
-- repo first seen: `2026-02-21T04:32:30Z`
-- repo last seen: `2026-02-21T04:54:47Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **338 days**
-- recent public PR activity: **335 PRs** (37 merged / 296 closed-unmerged / 2 open; merged rate **11%**, closed-unmerged rate **88%**, open rate **1%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #44198: Fix #43975: `deepseek-ai/deepseek-coder-6.7b-instruct` incorrectly detok](https://github.com/huggingface/transformers/pull/44198) — closed
-- [PR #44197: Fix #43937: [GLM-5] ValueError: GenerationConfig is invalid](https://github.com/huggingface/transformers/pull/44197) — closed
-- [PR #44196: Fix #43881: glm-4v-9b loading failed](https://github.com/huggingface/transformers/pull/44196) — closed
-
 ### `gambletan`
 
 - profile: [github.com/gambletan](https://github.com/gambletan)
@@ -1203,9 +1181,9 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45555: perf: avoid recomputing rotary_emb for each layer in some Google and ModernBERT models](https://github.com/huggingface/transformers/pull/45555) — open
-- [PR #45441: fix(DSV3): parity between native `DeepseekV3MoE` and remote official implementation](https://github.com/huggingface/transformers/pull/45441) — open
+- [PR #45441: fix(DSV3): parity between native `DeepseekV3MoE` and remote official implementation](https://github.com/huggingface/transformers/pull/45441) — closed, merged
 - [PR #45144: Add Xiaomi MiMo-V2](https://github.com/huggingface/transformers/pull/45144) — open
-- [Issue #45440: Native `DeepseekV3MoE` diverges from the remote DeepSeekV3 implementation](https://github.com/huggingface/transformers/issues/45440) — open
+- [Issue #45440: Native `DeepseekV3MoE` diverges from the remote DeepSeekV3 implementation](https://github.com/huggingface/transformers/issues/45440) — closed
 - [Issue #45141: [refactor] gpt-oss `eager_attention_forward` for modularity (Ex: models with dual eager attn: sink/no sink)](https://github.com/huggingface/transformers/issues/45141) — closed
 
 ### `hkc5`
@@ -1346,6 +1324,29 @@ Example artifacts:
 - [PR #45503: .4021378118068288:aafb9167aaa6b321205f754209b0cbcb_69e2f25642c82e665fe0407f.69e2f43542c82e665fe04083.69e2f435d18af355a624eac1:Trae CN.T(2026/4/18 11:02:13)](https://github.com/huggingface/transformers/pull/45503) — closed
 - [PR #45502: .4021378118068288:4da7ed27ccaa5f974fe4a552e2b67bb6_69e2eea842c82e665fe04002.69e2eec142c82e665fe04006.69e2eec18b8bd167e2faa241:Trae CN.T(2026/4/18 10:38:57)](https://github.com/huggingface/transformers/pull/45502) — closed
 
+### `zhang-prog`
+
+- profile: [github.com/zhang-prog](https://github.com/zhang-prog)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azhang-prog)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azhang-prog)
+- repo first seen: `2025-12-23T11:18:14Z`
+- repo last seen: `2026-04-22T03:59:56Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **6 PRs / 0 issues**
+- snapshot discussion activity: **38 comments / 319 reviews / 320 review comments**
+- account age: **2074 days**
+- recent public PR activity: **19 PRs** (16 merged / 2 closed-unmerged / 1 open; merged rate **84%**, closed-unmerged rate **11%**, open rate **5%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #45562: Updated the image cache for Paddle models according to the latest API](https://github.com/huggingface/transformers/pull/45562) — open
+- [PR #45532: [Model] Add SLANet Model Support](https://github.com/huggingface/transformers/pull/45532) — open
+- [PR #45281: Fix resize failure caused by zero-sized masks in PP-DocLayoutV3](https://github.com/huggingface/transformers/pull/45281) — closed, merged
+
 ### `albertvillanova`
 
 - profile: [github.com/albertvillanova](https://github.com/albertvillanova)
@@ -1403,12 +1404,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKrishnachaitanyakc)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKrishnachaitanyakc)
 - repo first seen: `2026-03-25T02:14:38Z`
-- repo last seen: `2026-04-06T01:03:09Z`
+- repo last seen: `2026-04-22T01:20:00Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
 - account age: **3498 days**
 - recent public PR activity: **174 PRs** (49 merged / 50 closed-unmerged / 75 open; merged rate **28%**, closed-unmerged rate **29%**, open rate **43%**)
 - public orgs: none visible
@@ -1466,29 +1467,6 @@ Example artifacts:
 - [PR #44354: fix: off-by-one in decode_spans causes ValueError when topk == len(scores)](https://github.com/huggingface/transformers/pull/44354) — closed
 - [PR #44347: fix: resolve composite config in PagedAttentionCache and group_layers_by_attn_type](https://github.com/huggingface/transformers/pull/44347) — closed
 
-### `zhang-prog`
-
-- profile: [github.com/zhang-prog](https://github.com/zhang-prog)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azhang-prog)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azhang-prog)
-- repo first seen: `2025-12-23T11:18:14Z`
-- repo last seen: `2026-04-21T06:28:34Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **37 comments / 315 reviews / 316 review comments**
-- account age: **2074 days**
-- recent public PR activity: **19 PRs** (16 merged / 2 closed-unmerged / 1 open; merged rate **84%**, closed-unmerged rate **11%**, open rate **5%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #45532: [Model] Add SLANet Model Support](https://github.com/huggingface/transformers/pull/45532) — open
-- [PR #45281: Fix resize failure caused by zero-sized masks in PP-DocLayoutV3](https://github.com/huggingface/transformers/pull/45281) — closed, merged
-- [PR #44808: [Model] Add PP-OCRv5_server_rec and  PP-OCRv5_mobile_rec models Support](https://github.com/huggingface/transformers/pull/44808) — closed, merged
-
 ### `dacorvo`
 
 - profile: [github.com/dacorvo](https://github.com/dacorvo)
@@ -2047,7 +2025,7 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share**
 
 Example artifacts:
-- [PR #45547: Add disable_mmap kwarg to from_pretrained with hf-mount auto-detection](https://github.com/huggingface/transformers/pull/45547) — open
+- [PR #45547: Add disable_mmap kwarg to from_pretrained with hf-mount auto-detection](https://github.com/huggingface/transformers/pull/45547) — closed, merged
 - [PR #45474: chore: bump doc-builder SHA for main doc build workflow](https://github.com/huggingface/transformers/pull/45474) — closed, draft
 - [PR #45450: chore: bump doc-builder SHA for PR upload workflow](https://github.com/huggingface/transformers/pull/45450) — closed, merged
 
@@ -2354,6 +2332,28 @@ Example artifacts:
 - [PR #45388: Make Gemma4ClippableLinear inherit from nn.Linear for PEFT/LoRA compatibility](https://github.com/huggingface/transformers/pull/45388) — closed
 - [PR #45387: Fix flash_attention_3 detection and import for hopper wheel installs](https://github.com/huggingface/transformers/pull/45387) — closed
 
+### `armorbreak001`
+
+- profile: [github.com/armorbreak001](https://github.com/armorbreak001)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aarmorbreak001)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aarmorbreak001)
+- repo first seen: `2026-04-22T05:24:00Z`
+- repo last seen: `2026-04-22T05:27:49Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **13 days**
+- recent public PR activity: **275 PRs** (17 merged / 123 closed-unmerged / 135 open; merged rate **6%**, closed-unmerged rate **45%**, open rate **49%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; no visible non-self stars**
+
+Example artifacts:
+- [PR #45566: fix: raise clear error when tokenizer config uses v5 list format on older versions](https://github.com/huggingface/transformers/pull/45566) — open
+- [PR #45565: fix: remove stale num_return_sequences warning in paged generate](https://github.com/huggingface/transformers/pull/45565) — open
+
 ### `asuryateja`
 
 - profile: [github.com/asuryateja](https://github.com/asuryateja)
@@ -2530,28 +2530,6 @@ Example artifacts:
 - [PR #45062: Add regression test for ByteLevel added-token Unicode decode corruption](https://github.com/huggingface/transformers/pull/45062) — closed
 - [PR #45060: Fix PIL backend fallback when torchvision is unavailable](https://github.com/huggingface/transformers/pull/45060) — open
 
-### `excepshenal`
-
-- profile: [github.com/excepshenal](https://github.com/excepshenal)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aexcepshenal)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aexcepshenal)
-- repo first seen: `2026-02-21T00:06:16Z`
-- repo last seen: `2026-04-06T21:11:21Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2481 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 #45273: fix: liger unnecessarily materializes logits in VRAM during eval, causing OOM](https://github.com/huggingface/transformers/pull/45273) — open
-- [PR #44189: fix: don't move model to device under other dist train backends](https://github.com/huggingface/transformers/pull/44189) — open
-
 ### `ezylopx5`
 
 - profile: [github.com/ezylopx5](https://github.com/ezylopx5)
@@ -3529,6 +3507,28 @@ Example artifacts:
 - [PR #44268: chore: fixes in `Trainer` class docs (`compute_loss` & `hyperparameter_search`)](https://github.com/huggingface/transformers/pull/44268) — closed, merged
 - [PR #39094: docs: PyTorch examples (image-classification & image-pretraining) clarity](https://github.com/huggingface/transformers/pull/39094) — closed
 
+### `excepshenal`
+
+- profile: [github.com/excepshenal](https://github.com/excepshenal)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aexcepshenal)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aexcepshenal)
+- repo first seen: `2026-02-21T00:06:16Z`
+- repo last seen: `2026-04-06T21:11:21Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2481 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 #45273: fix: liger unnecessarily materializes logits in VRAM during eval, causing OOM](https://github.com/huggingface/transformers/pull/45273) — open
+- [PR #44189: fix: don't move model to device under other dist train backends](https://github.com/huggingface/transformers/pull/44189) — open
+
 ### `jackcook`
 
 - profile: [github.com/jackcook](https://github.com/jackcook)
@@ -4758,6 +4758,27 @@ Example artifacts:
 Example artifacts:
 - [PR #44800: fix: handle dict vocab in CamembertTokenizer for tokenizer.json (#44488)](https://github.com/huggingface/transformers/pull/44800) — closed
 
+### `Abdeltoto`
+
+- profile: [github.com/Abdeltoto](https://github.com/Abdeltoto)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbdeltoto)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbdeltoto)
+- repo first seen: `2026-04-22T02:56:43Z`
+- repo last seen: `2026-04-22T02:56:43Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **265 days**
+- recent public PR activity: **52 PRs** (13 merged / 13 closed-unmerged / 26 open; merged rate **25%**, closed-unmerged rate **25%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **young account; high recent PR volume; very broad repo spread; high open PR share**
+
+Example artifacts:
+- [PR #45558: feat(trainer): log individual losses from loss_dict](https://github.com/huggingface/transformers/pull/45558) — open
+
 ### `abidlabs`
 
 - profile: [github.com/abidlabs](https://github.com/abidlabs)
@@ -7181,12 +7202,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apdufour)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apdufour)
 - repo first seen: `2026-04-04T00:15:04Z`
-- repo last seen: `2026-04-10T23:19:19Z`
+- repo last seen: `2026-04-22T01:14:17Z`
 - 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: **1 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
 - account age: **5247 days**
 - recent public PR activity: **6 PRs** (1 merged / 0 closed-unmerged / 5 open; merged rate **17%**, closed-unmerged rate **0%**, open rate **83%**)
 - public orgs: none visible

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:16e26d28a9bef976c1aece597bb7d87e677ee7be5707951e744213d2c92b10a5
-size 63591
+oid sha256:14f7c5f4735f805c9982487eae11a12f540519da2f16fa7b637dc370c8fe0452
+size 63904

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260422T000040Z",
-  "generated_at": "2026-04-22T00:01:23Z",
+  "snapshot_id": "20260422T060051Z",
+  "generated_at": "2026-04-22T06:02:11Z",
   "cluster_count": 42,
   "pr_scope_clusters": [
     {
@@ -19,7 +19,7 @@
         45273
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       "representative_pr_number": 45067,
-      "average_similarity": 0.426,
+      "average_similarity": 0.425,
       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
       "shared_filenames": [
         "src/transformers/trainer.py"
@@ -29,8 +29,8 @@
         {
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           "right_pr_number": 45067,
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           "breadth_similarity": 1.0,
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@@ -45,8 +45,8 @@
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           "right_pr_number": 45067,
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@@ -61,8 +61,8 @@
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           "right_pr_number": 45067,
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@@ -173,8 +173,8 @@
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           "right_pr_number": 43663,
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@@ -189,8 +189,8 @@
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@@ -203,11 +203,11 @@
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@@ -219,11 +219,11 @@
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@@ -235,11 +235,11 @@
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@@ -253,7 +253,7 @@
         {
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@@ -267,11 +267,11 @@
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@@ -284,10 +284,10 @@
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           "concentration_similarity": 1.0,
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@@ -299,11 +299,11 @@
           ]
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-          "content_similarity": 0.333,
-          "size_similarity": 0.333,
+          "left_pr_number": 43663,
+          "right_pr_number": 44257,
+          "similarity": 0.434,
+          "content_similarity": 0.354,
+          "size_similarity": 0.24,
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           "concentration_similarity": 1.0,
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@@ -315,11 +315,11 @@
           ]
         },
         {
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-          "right_pr_number": 44257,
-          "similarity": 0.432,
-          "content_similarity": 0.352,
-          "size_similarity": 0.24,
+          "left_pr_number": 43636,
+          "right_pr_number": 45067,
+          "similarity": 0.433,
+          "content_similarity": 0.31,
+          "size_similarity": 0.44,
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@@ -333,8 +333,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 44660,
-          "similarity": 0.427,
-          "content_similarity": 0.279,
+          "similarity": 0.423,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -347,11 +347,11 @@
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         {
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-          "content_similarity": 0.273,
-          "size_similarity": 0.5,
+          "left_pr_number": 43651,
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@@ -363,11 +363,11 @@
           ]
         },
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-          "size_similarity": 0.222,
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@@ -381,8 +381,8 @@
         {
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           "right_pr_number": 45067,
-          "similarity": 0.409,
-          "content_similarity": 0.318,
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@@ -395,11 +395,11 @@
           ]
         },
         {
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           "concentration_similarity": 1.0,
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@@ -411,11 +411,11 @@
           ]
         },
         {
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-          "size_similarity": 0.333,
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+          "right_pr_number": 45055,
+          "similarity": 0.404,
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@@ -429,7 +429,7 @@
         {
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           "right_pr_number": 44257,
-          "similarity": 0.399,
+          "similarity": 0.4,
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@@ -445,8 +445,8 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 44660,
-          "similarity": 0.397,
-          "content_similarity": 0.33,
+          "similarity": 0.394,
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           "breadth_similarity": 1.0,
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@@ -461,8 +461,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 44189,
-          "similarity": 0.393,
-          "content_similarity": 0.27,
+          "similarity": 0.389,
+          "content_similarity": 0.264,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -475,11 +475,11 @@
           ]
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         {
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-          "content_similarity": 0.204,
-          "size_similarity": 0.667,
+          "left_pr_number": 44257,
+          "right_pr_number": 45055,
+          "similarity": 0.389,
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+          "size_similarity": 0.5,
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           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -491,11 +491,11 @@
           ]
         },
         {
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+          "left_pr_number": 45055,
           "right_pr_number": 45273,
-          "similarity": 0.39,
-          "content_similarity": 0.235,
-          "size_similarity": 0.5,
+          "similarity": 0.389,
+          "content_similarity": 0.199,
+          "size_similarity": 0.667,
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           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -507,10 +507,10 @@
           ]
         },
         {
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-          "right_pr_number": 45055,
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-          "content_similarity": 0.234,
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+          "right_pr_number": 45273,
+          "similarity": 0.386,
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           "size_similarity": 0.5,
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@@ -525,8 +525,8 @@
         {
           "left_pr_number": 45055,
           "right_pr_number": 45067,
-          "similarity": 0.385,
-          "content_similarity": 0.31,
+          "similarity": 0.381,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -541,8 +541,8 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 44189,
-          "similarity": 0.384,
-          "content_similarity": 0.319,
+          "similarity": 0.38,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -557,8 +557,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 44123,
-          "similarity": 0.378,
-          "content_similarity": 0.282,
+          "similarity": 0.374,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -571,11 +571,11 @@
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-          "size_similarity": 0.08,
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@@ -587,11 +587,11 @@
           ]
         },
         {
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-          "content_similarity": 0.244,
-          "size_similarity": 0.333,
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           "shared_filenames": [
@@ -603,11 +603,11 @@
           ]
         },
         {
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-          "content_similarity": 0.279,
-          "size_similarity": 0.167,
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+          "right_pr_number": 45273,
+          "similarity": 0.367,
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@@ -621,8 +621,8 @@
         {
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-          "similarity": 0.365,
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           "breadth_similarity": 1.0,
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@@ -637,8 +637,8 @@
         {
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           "concentration_similarity": 1.0,
@@ -653,8 +653,8 @@
         {
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+          "similarity": 0.351,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -669,8 +669,8 @@
         {
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           "right_pr_number": 45055,
-          "similarity": 0.352,
-          "content_similarity": 0.276,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -685,7 +685,7 @@
         {
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           "breadth_similarity": 1.0,
@@ -701,8 +701,8 @@
         {
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           "breadth_similarity": 1.0,
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@@ -717,8 +717,8 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 45273,
-          "similarity": 0.328,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -733,8 +733,8 @@
         {
           "left_pr_number": 43636,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -978,6 +978,197 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-34667-5",
+      "pr_numbers": [
+        34667,
+        39683,
+        44872,
+        45389,
+        45565
+      ],
+      "representative_pr_number": 34667,
+      "average_similarity": 0.451,
+      "summary": "5 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"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 34667,
+          "right_pr_number": 45565,
+          "similarity": 0.587,
+          "content_similarity": 0.456,
+          "size_similarity": 0.786,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 39683,
+          "right_pr_number": 45565,
+          "similarity": 0.56,
+          "content_similarity": 0.455,
+          "size_similarity": 0.609,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 34667,
+          "right_pr_number": 39683,
+          "similarity": 0.543,
+          "content_similarity": 0.459,
+          "size_similarity": 0.478,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 34667,
+          "right_pr_number": 45389,
+          "similarity": 0.522,
+          "content_similarity": 0.561,
+          "size_similarity": 0.344,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.562,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 34667,
+          "right_pr_number": 44872,
+          "similarity": 0.451,
+          "content_similarity": 0.371,
+          "size_similarity": 0.273,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44872,
+          "right_pr_number": 45565,
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+          "content_similarity": 0.368,
+          "size_similarity": 0.214,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 39683,
+          "right_pr_number": 44872,
+          "similarity": 0.429,
+          "content_similarity": 0.37,
+          "size_similarity": 0.13,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 39683,
+          "right_pr_number": 45389,
+          "similarity": 0.384,
+          "content_similarity": 0.284,
+          "size_similarity": 0.719,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.562,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45389,
+          "right_pr_number": 45565,
+          "similarity": 0.341,
+          "content_similarity": 0.282,
+          "size_similarity": 0.438,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.562,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44872,
+          "right_pr_number": 45389,
+          "similarity": 0.253,
+          "content_similarity": 0.229,
+          "size_similarity": 0.094,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.562,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43656-4",
       "pr_numbers": [
@@ -987,7 +1178,7 @@
         44682
       ],
       "representative_pr_number": 43836,
-      "average_similarity": 0.557,
+      "average_similarity": 0.558,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
@@ -1034,7 +1225,7 @@
           "left_pr_number": 43836,
           "right_pr_number": 44682,
           "similarity": 0.605,
-          "content_similarity": 0.65,
+          "content_similarity": 0.651,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -1067,8 +1258,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 44682,
-          "similarity": 0.441,
-          "content_similarity": 0.491,
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           "size_similarity": 0.048,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -1084,8 +1275,8 @@
         {
           "left_pr_number": 43842,
           "right_pr_number": 44682,
-          "similarity": 0.41,
-          "content_similarity": 0.455,
+          "similarity": 0.411,
+          "content_similarity": 0.456,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -1135,8 +1326,8 @@
         {
           "left_pr_number": 45294,
           "right_pr_number": 45438,
-          "similarity": 0.763,
-          "content_similarity": 0.786,
+          "similarity": 0.762,
+          "content_similarity": 0.785,
           "size_similarity": 0.42,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.989,
@@ -1163,8 +1354,8 @@
         {
           "left_pr_number": 45454,
           "right_pr_number": 45477,
-          "similarity": 0.539,
-          "content_similarity": 0.542,
+          "similarity": 0.538,
+          "content_similarity": 0.541,
           "size_similarity": 0.199,
           "breadth_similarity": 0.806,
           "concentration_similarity": 0.987,
@@ -1187,8 +1378,8 @@
         {
           "left_pr_number": 45438,
           "right_pr_number": 45454,
-          "similarity": 0.499,
-          "content_similarity": 0.438,
+          "similarity": 0.498,
+          "content_similarity": 0.436,
           "size_similarity": 0.647,
           "breadth_similarity": 0.757,
           "concentration_similarity": 0.405,
@@ -1234,7 +1425,7 @@
           "left_pr_number": 45438,
           "right_pr_number": 45477,
           "similarity": 0.385,
-          "content_similarity": 0.366,
+          "content_similarity": 0.367,
           "size_similarity": 0.308,
           "breadth_similarity": 0.611,
           "concentration_similarity": 0.418,
@@ -1253,7 +1444,7 @@
           "left_pr_number": 45294,
           "right_pr_number": 45477,
           "similarity": 0.32,
-          "content_similarity": 0.311,
+          "content_similarity": 0.312,
           "size_similarity": 0.129,
           "breadth_similarity": 0.611,
           "concentration_similarity": 0.429,
@@ -1279,7 +1470,7 @@
         45396
       ],
       "representative_pr_number": 44157,
-      "average_similarity": 0.453,
+      "average_similarity": 0.454,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/models/glm_ocr/modular_glm_ocr.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #44157.",
       "shared_filenames": [
         "src/transformers/models/glm_ocr/modular_glm_ocr.py",
@@ -1288,25 +1479,25 @@
         "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
         "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
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-        "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
-        "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
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         "src/transformers/models/qwen3_5_moe",
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         "src/transformers/models/glm4v",
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+            "src/transformers/models/glm_ocr/modular_glm_ocr.py",
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           "shared_directories": [
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-            "src/transformers",
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+            "src/transformers/models/ernie4_5_vl_moe",
+            "src/transformers/models/glm4v",
+            "src/transformers/models/glm4v_moe",
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+            "src/transformers/models/glm_ocr",
+            "src/transformers/models/paddleocr_vl",
+            "src/transformers/models/qwen2_5_omni",
+            "src/transformers/models/qwen2_5_vl",
+            "src/transformers/models/qwen2_vl",
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@@ -1723,8 +1792,8 @@
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@@ -1759,7 +1828,7 @@
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@@ -1912,7 +1981,7 @@
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@@ -1930,7 +1999,7 @@
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@@ -1951,7 +2020,7 @@
         45530
       ],
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+      "average_similarity": 0.49,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/continuous_batching/continuous_api.py`, `tests/generation/test_continuous_batching.py`, `src/transformers/generation/continuous_batching/cache.py`; representative PR #45530.",
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@@ -1973,8 +2042,8 @@
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@@ -1996,8 +2065,8 @@
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@@ -2021,8 +2090,8 @@
         {
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@@ -2106,78 +2175,6 @@
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@@ -2232,7 +2229,7 @@
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           "breadth_similarity": 0.667,
@@ -2248,6 +2245,80 @@
         }
       ]
     },
+    {
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+        44889,
+        44981,
+        45558
+      ],
+      "representative_pr_number": 44889,
+      "average_similarity": 0.394,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.",
+      "shared_filenames": [
+        "src/transformers/trainer.py"
+      ],
+      "shared_directories": [
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