Refresh transformers dataset snapshot 20260429T180023Z

README.md

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 - eval set creation
 
 Notes:
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new-contributors-report.md

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 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260429T120025Z`
-- Generated: `2026-04-29T12:02:09Z`
+- Snapshot: `20260429T180023Z`
+- Generated: `2026-04-29T18:01:48Z`
 - Activity window: `60d`
-- Contributors: `357`
+- Contributors: `353`
 
 ## Summary
 
@@ -12,7 +12,7 @@
 | `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` | 82 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 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` | 70 | 0 | mixed | moderate | 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 |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 50 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 43 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
@@ -115,6 +115,7 @@
 | `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | no | CONTRIBUTOR | 315d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `MaybeSam05` | [profile](https://github.com/MaybeSam05) | no | FIRST_TIME_CONTRIBUTOR | 2114d | `2026-03-11T22:52:23Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `moonbogi` | [profile](https://github.com/moonbogi) | no | CONTRIBUTOR | 3943d | `2026-04-27T22:45:13Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `onwp` | [profile](https://github.com/onwp) | no | CONTRIBUTOR | 2575d | `2026-04-01T05:05:40Z` | 2 | 0 | mixed | high | low | broad repo spread; high open PR share; targets high-star repos |
 | `osman-akkawi` | [profile](https://github.com/osman-akkawi) | no | NONE | 825d | `2026-03-27T17:04:14Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `philippguevorguian` | [profile](https://github.com/philippguevorguian) | no | NONE | 1996d | `2025-10-10T14:52:07Z` | 2 | 0 | mixed | low | low | — |
@@ -133,7 +134,6 @@
 | `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 |
 | `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 |
 | `ydshieh2` | [profile](https://github.com/ydshieh2) | no | CONTRIBUTOR | 563d | `2025-06-12T08:51:40Z` | 6 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
-| `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 |
 | `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
 | `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
 | `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
@@ -234,7 +234,7 @@
 | `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `Defalt-Meh` | [profile](https://github.com/Defalt-Meh) | no | FIRST_TIME_CONTRIBUTOR | 662d | `2026-03-15T23:26:31Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Desel72` | [profile](https://github.com/Desel72) | no | NONE | 4470d | `2026-03-11T13:03:19Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
-| `dhruv7477` | [profile](https://github.com/dhruv7477) | yes | NONE | 1579d | `2026-04-29T09:34:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `dhruv7477` | [profile](https://github.com/dhruv7477) | no | NONE | 1579d | `2026-04-29T09:34:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3526d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos |
@@ -250,7 +250,6 @@
 | `glegendre01` | [profile](https://github.com/glegendre01) | no | MEMBER | 1282d | `2026-04-21T12:37:31Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `GuaiZai233` | [profile](https://github.com/GuaiZai233) | no | CONTRIBUTOR | 821d | `2026-04-28T15:36:03Z` | 1 | 0 | strong | low | low | — |
 | `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2974d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
-| `hardikmeisheri` | [profile](https://github.com/hardikmeisheri) | no | FIRST_TIMER | 3948d | `2026-02-28T16:49:27Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `HelloAnner` | [profile](https://github.com/HelloAnner) | no | NONE | 1658d | `2026-04-11T06:22:52Z` | 1 | 0 | mixed | low | low | — |
 | `HemanthSai7` | [profile](https://github.com/HemanthSai7) | no | FIRST_TIME_CONTRIBUTOR | 2007d | `2026-03-29T20:35:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `hemantmm` | [profile](https://github.com/hemantmm) | no | NONE | 1646d | `2026-03-23T16:29:46Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -258,7 +257,6 @@
 | `himani27301` | [profile](https://github.com/himani27301) | no | FIRST_TIME_CONTRIBUTOR | 108d | `2026-03-09T15:46:14Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `hongping-zh` | [profile](https://github.com/hongping-zh) | no | FIRST_TIME_CONTRIBUTOR | 1071d | `2026-03-03T04:42:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 421d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — |
-| `iamaber` | [profile](https://github.com/iamaber) | no | NONE | 2044d | `2026-02-28T14:24:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `Jaredw2289-svg` | [profile](https://github.com/Jaredw2289-svg) | no | NONE | ?d | `2026-03-04T06:03:56Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
@@ -296,17 +294,15 @@
 | `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-11-10T16:50:33Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `milesial` | [profile](https://github.com/milesial) | no | CONTRIBUTOR | 3196d | `2026-03-31T01:59:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | yes | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `mobicham` | [profile](https://github.com/mobicham) | no | CONTRIBUTOR | 2961d | `2026-03-18T20:18:41Z` | 1 | 0 | strong | moderate | low | — |
 | `mohamad-tohidi` | [profile](https://github.com/mohamad-tohidi) | no | NONE | 1013d | `2026-04-11T10:00:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `mohdfaour03` | [profile](https://github.com/mohdfaour03) | no | FIRST_TIME_CONTRIBUTOR | 1152d | `2026-04-08T13:38:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `moktamd` | [profile](https://github.com/moktamd) | no | NONE | 1374d | `2026-03-11T10:32:26Z` | 1 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `moonbogi` | [profile](https://github.com/moonbogi) | no | CONTRIBUTOR | 3943d | `2026-04-27T22:45:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mrutkows` | [profile](https://github.com/mrutkows) | no | FIRST_TIME_CONTRIBUTOR | 4332d | `2026-04-09T17:46:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1527d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `N3u0ns` | [profile](https://github.com/N3u0ns) | no | NONE | 2362d | `2026-03-01T13:53:58Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `NabilMch` | [profile](https://github.com/NabilMch) | no | NONE | 2338d | `2026-02-28T15:11:37Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `nakigami` | [profile](https://github.com/nakigami) | no | NONE | 2960d | `2026-03-08T01:30:39Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `NathanHB` | [profile](https://github.com/NathanHB) | no | MEMBER | 3182d | `2026-03-27T13:02:59Z` | 1 | 0 | strong | moderate | low | — |
 | `neo` | [profile](https://github.com/neo) | no | CONTRIBUTOR | 4212d | `2026-03-12T19:59:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -317,7 +313,7 @@
 | `owwll` | [profile](https://github.com/owwll) | no | NONE | 636d | `2026-04-10T21:13:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `partacc` | [profile](https://github.com/partacc) | no | NONE | 282d | `2026-04-07T20:07:02Z` | 1 | 0 | n/a | low | low | young account; no visible non-self stars |
 | `pdufour` | [profile](https://github.com/pdufour) | no | FIRST_TIME_CONTRIBUTOR | 5247d | `2026-04-04T00:15:04Z` | 1 | 0 | weak | moderate | low | high open PR share |
-| `PHclaw` | [profile](https://github.com/PHclaw) | yes | NONE | 26d | `2026-04-29T02:08:23Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
+| `PHclaw` | [profile](https://github.com/PHclaw) | no | NONE | 26d | `2026-04-29T02:08:23Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `pnehete23` | [profile](https://github.com/pnehete23) | no | NONE | 867d | `2026-03-26T08:52:10Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `popotest` | [profile](https://github.com/popotest) | no | NONE | 78d | `2026-03-26T15:33:19Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `prakhar-agarwal` | [profile](https://github.com/prakhar-agarwal) | no | FIRST_TIME_CONTRIBUTOR | 4776d | `2026-03-22T05:20:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -361,7 +357,7 @@
 | `xr843` | [profile](https://github.com/xr843) | no | NONE | 1032d | `2026-03-18T23:53:54Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `xu-song` | [profile](https://github.com/xu-song) | no | CONTRIBUTOR | 3895d | `2026-04-01T14:50:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `yacinemebarki` | [profile](https://github.com/yacinemebarki) | no | CONTRIBUTOR | 482d | `2026-03-30T21:18:47Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `Yanis01682` | [profile](https://github.com/Yanis01682) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-14T01:47:54Z` | 1 | 0 | strong | low | low | — |
+| `Yanis01682` | [profile](https://github.com/Yanis01682) | no | NONE | 606d | `2026-04-14T01:47:54Z` | 1 | 0 | strong | low | low | — |
 | `zendy199x` | [profile](https://github.com/zendy199x) | no | NONE | 2543d | `2026-03-29T15:50:04Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `zeoses` | [profile](https://github.com/zeoses) | no | FIRST_TIME_CONTRIBUTOR | 3843d | `2026-04-27T20:58:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zFlux` | [profile](https://github.com/zFlux) | no | FIRST_TIME_CONTRIBUTOR | 4241d | `2026-04-12T03:38:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -424,12 +420,12 @@ 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: `2026-04-29T10:46:21Z`
+- repo last seen: `2026-04-29T15:23:53Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **75**
 - snapshot authored PRs/issues: **75 PRs / 0 issues**
-- snapshot discussion activity: **102 comments / 181 reviews / 135 review comments**
+- snapshot discussion activity: **104 comments / 186 reviews / 140 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 +443,12 @@ 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: `2026-04-29T11:55:26Z`
+- repo last seen: `2026-04-29T17:26:32Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **70**
-- snapshot authored PRs/issues: **70 PRs / 0 issues**
-- snapshot discussion activity: **480 comments / 683 reviews / 1691 review comments**
+- repo primary artifacts: **71**
+- snapshot authored PRs/issues: **71 PRs / 0 issues**
+- snapshot discussion activity: **481 comments / 688 reviews / 1698 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`
@@ -460,9 +456,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45702: Reorder decorators for autodoc and dataclass](https://github.com/huggingface/transformers/pull/45702) — open
 - [PR #45655: Fix the order of `cls.config` resolution](https://github.com/huggingface/transformers/pull/45655) — open
 - [PR #45630: Add new model: Kimi2-6](https://github.com/huggingface/transformers/pull/45630) — open
-- [PR #45608: Python code in model docs](https://github.com/huggingface/transformers/pull/45608) — closed, merged
 
 ### `kaixuanliu`
 
@@ -470,12 +466,12 @@ 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: `2026-04-29T03:10:16Z`
+- repo last seen: `2026-04-29T15:16:16Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **69**
 - snapshot authored PRs/issues: **65 PRs / 4 issues**
-- snapshot discussion activity: **58 comments / 48 reviews / 47 review comments**
+- snapshot discussion activity: **58 comments / 51 reviews / 50 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
@@ -496,12 +492,12 @@ 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: `2026-04-29T11:51:39Z`
+- repo last seen: `2026-04-29T15:31:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **52**
 - snapshot authored PRs/issues: **50 PRs / 2 issues**
-- snapshot discussion activity: **150 comments / 517 reviews / 1044 review comments**
+- snapshot discussion activity: **150 comments / 518 reviews / 1046 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
@@ -521,12 +517,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunMarc)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunMarc)
 - repo first seen: `2024-09-02T13:41:47Z`
-- repo last seen: `2026-04-28T17:06:04Z`
+- repo last seen: `2026-04-29T13:52:57Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **45**
 - snapshot authored PRs/issues: **43 PRs / 2 issues**
-- snapshot discussion activity: **171 comments / 280 reviews / 411 review comments**
+- snapshot discussion activity: **172 comments / 283 reviews / 414 review comments**
 - account age: **2360 days**
 - recent public PR activity: **35 PRs** (28 merged / 3 closed-unmerged / 4 open; merged rate **80%**, closed-unmerged rate **9%**, open rate **11%**)
 - public orgs: `huggingface`
@@ -534,7 +530,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45691: [serve] cb error ](https://github.com/huggingface/transformers/pull/45691) — open
+- [PR #45691: [serve] cb error ](https://github.com/huggingface/transformers/pull/45691) — closed, merged
 - [PR #45690: [serve] Support for reasoning ](https://github.com/huggingface/transformers/pull/45690) — open
 - [PR #45640: [Trainer] default to FSDP2, simplify API around fsdp + fsdp_config](https://github.com/huggingface/transformers/pull/45640) — open
 - [Issue #43595: Tell Us: What Would Make Trainer Better?](https://github.com/huggingface/transformers/issues/43595) — open
@@ -546,12 +542,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
 - repo first seen: `2025-01-06T17:52:26Z`
-- repo last seen: `2026-04-28T16:03:44Z`
+- repo last seen: `2026-04-29T16:51:01Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **41**
 - snapshot authored PRs/issues: **40 PRs / 1 issues**
-- snapshot discussion activity: **25 comments / 113 reviews / 192 review comments**
+- snapshot discussion activity: **25 comments / 114 reviews / 195 review comments**
 - account age: **2296 days**
 - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: `huggingface`
@@ -570,12 +566,12 @@ 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: `2026-04-28T18:20:15Z`
+- repo last seen: `2026-04-29T15:23:37Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **41**
 - snapshot authored PRs/issues: **40 PRs / 1 issues**
-- snapshot discussion activity: **476 comments / 805 reviews / 3437 review comments**
+- snapshot discussion activity: **477 comments / 814 reviews / 3454 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
@@ -666,12 +662,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ayonigozlan)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayonigozlan)
 - repo first seen: `2025-10-03T15:26:01Z`
-- repo last seen: `2026-04-28T23:58:19Z`
+- repo last seen: `2026-04-29T15:13:18Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **26**
 - snapshot authored PRs/issues: **26 PRs / 0 issues**
-- snapshot discussion activity: **47 comments / 178 reviews / 343 review comments**
+- snapshot discussion activity: **48 comments / 178 reviews / 343 review comments**
 - account age: **1978 days**
 - recent public PR activity: **15 PRs** (11 merged / 0 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: `huggingface`
@@ -738,12 +734,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb)
 - repo first seen: `2025-01-20T12:27:19Z`
-- repo last seen: `2026-04-29T11:04:26Z`
+- repo last seen: `2026-04-29T14:18:17Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **20**
 - snapshot authored PRs/issues: **20 PRs / 0 issues**
-- snapshot discussion activity: **34 comments / 137 reviews / 275 review comments**
+- snapshot discussion activity: **34 comments / 138 reviews / 276 review comments**
 - account age: **1607 days**
 - recent public PR activity: **11 PRs** (8 merged / 0 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: none visible
@@ -810,12 +806,12 @@ 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: `2026-04-29T07:42:12Z`
+- repo last seen: `2026-04-29T13:12:23Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **20**
 - snapshot authored PRs/issues: **17 PRs / 3 issues**
-- snapshot discussion activity: **49 comments / 170 reviews / 147 review comments**
+- snapshot discussion activity: **50 comments / 171 reviews / 148 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`
@@ -823,7 +819,7 @@ Example artifacts:
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #45634: DeepGEMM BF16, isolation, refactor](https://github.com/huggingface/transformers/pull/45634) — open, draft
+- [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 #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
@@ -1098,12 +1094,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acasinca)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acasinca)
 - repo first seen: `2025-12-10T12:31:18Z`
-- repo last seen: `2026-04-28T17:39:50Z`
+- repo last seen: `2026-04-29T17:43:06Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **8 PRs / 2 issues**
-- snapshot discussion activity: **15 comments / 26 reviews / 26 review comments**
+- snapshot discussion activity: **16 comments / 27 reviews / 27 review comments**
 - account age: **2626 days**
 - recent public PR activity: **22 PRs** (17 merged / 1 closed-unmerged / 4 open; merged rate **77%**, closed-unmerged rate **5%**, open rate **18%**)
 - public orgs: none visible
@@ -2834,6 +2830,28 @@ Example artifacts:
 - [PR #44630: Fix Qwen3.5 num_labels propagation to text_config (fix #44625)](https://github.com/huggingface/transformers/pull/44630) — closed
 - [PR #44615: Restore is_torch_fx_available for trust_remote_code backwards compatibility](https://github.com/huggingface/transformers/pull/44615) — open
 
+### `moonbogi`
+
+- profile: [github.com/moonbogi](https://github.com/moonbogi)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amoonbogi)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amoonbogi)
+- repo first seen: `2026-04-27T22:45:13Z`
+- repo last seen: `2026-04-29T17:42:40Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 1 reviews / 1 review comments**
+- account age: **3943 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
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45703: chore(typing): add ty type checking for 10 utility files](https://github.com/huggingface/transformers/pull/45703) — open
+- [PR #45667: chore(typing): add ty type checking for 3 pipeline files](https://github.com/huggingface/transformers/pull/45667) — closed, merged
+
 ### `onwp`
 
 - profile: [github.com/onwp](https://github.com/onwp)
@@ -3139,7 +3157,7 @@ Example artifacts:
 - heuristic read: **no visible non-self stars**
 
 Example artifacts:
-- [PR #45695: Support for a new Granite-Speech-Plus model](https://github.com/huggingface/transformers/pull/45695) — open
+- [PR #45695: Support for a new Granite-Speech-Plus model](https://github.com/huggingface/transformers/pull/45695) — closed, merged
 - [PR #44408: Add option to export  encoder hidden states for Granite-speech](https://github.com/huggingface/transformers/pull/44408) — open
 
 ### `cyyever`
@@ -3234,29 +3252,6 @@ Example artifacts:
 - [PR #43665: fix](https://github.com/huggingface/transformers/pull/43665) — open
 - [PR #43648: check](https://github.com/huggingface/transformers/pull/43648) — closed
 
-### `sxu75374`
-
-- profile: [github.com/sxu75374](https://github.com/sxu75374)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asxu75374)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asxu75374)
-- repo first seen: `2026-02-27T04:48:08Z`
-- repo last seen: `2026-02-28T17:47:01Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **2026 days**
-- recent public PR activity: **73 PRs** (2 merged / 64 closed-unmerged / 7 open; merged rate **3%**, closed-unmerged rate **88%**, open rate **10%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
-- heuristic read: **high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44359: fix(sdpa): add workaround for MPS sdpa_vector_2pass_mps correctness bug](https://github.com/huggingface/transformers/pull/44359) — closed
-- [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
-
 ### `JaredforReal`
 
 - profile: [github.com/JaredforReal](https://github.com/JaredforReal)
@@ -3355,12 +3350,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Athisisiron)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Athisisiron)
 - repo first seen: `2025-08-20T15:17:54Z`
-- repo last seen: `2026-04-28T14:48:50Z`
+- repo last seen: `2026-04-29T16:59:16Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **5 comments / 29 reviews / 29 review comments**
+- snapshot discussion activity: **6 comments / 30 reviews / 30 review comments**
 - account age: **3447 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: `ai-rush-2019`, `bcaitech1`, `ml-zip`
@@ -3488,12 +3483,12 @@ 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: `2026-04-29T00:16:41Z`
+- repo last seen: `2026-04-29T17:40:40Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **9 comments / 21 reviews / 21 review comments**
+- snapshot discussion activity: **11 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
@@ -3554,12 +3549,12 @@ 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: `2026-04-29T10:21:08Z`
+- repo last seen: `2026-04-29T12:33:43Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **1 PRs / 3 issues**
-- snapshot discussion activity: **5 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **7 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
@@ -5441,7 +5436,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adhruv7477)
 - repo first seen: `2026-04-29T09:34:56Z`
 - repo last seen: `2026-04-29T09:34:56Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -5771,27 +5766,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45360: Replace deprecated `huggingface-cli` references with `hf`](https://github.com/huggingface/transformers/pull/45360) — open
 
-### `hardikmeisheri`
-
-- profile: [github.com/hardikmeisheri](https://github.com/hardikmeisheri)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahardikmeisheri)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahardikmeisheri)
-- repo first seen: `2026-02-28T16:49:27Z`
-- repo last seen: `2026-03-06T14:50:01Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIMER**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
-- account age: **3948 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #44358: Fix ShieldGemma2 non-reproducible outputs by adding _tied_weights_keys](https://github.com/huggingface/transformers/pull/44358) — closed, merged
-
 ### `HelloAnner`
 
 - profile: [github.com/HelloAnner](https://github.com/HelloAnner)
@@ -5939,27 +5913,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44983: fix: add identity reverse_op to dequantize ops for save_pretrained](https://github.com/huggingface/transformers/pull/44983) — closed, merged
 
-### `iamaber`
-
-- profile: [github.com/iamaber](https://github.com/iamaber)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aiamaber)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aiamaber)
-- repo first seen: `2026-02-28T14:24:32Z`
-- repo last seen: `2026-02-28T14:40:35Z`
-- 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: **2044 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 **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44356: fix: avoid redundant fp16/bf16 model casts in evaluation_loop](https://github.com/huggingface/transformers/pull/44356) — closed
-
 ### `IgnazioDS`
 
 - profile: [github.com/IgnazioDS](https://github.com/IgnazioDS)
@@ -6745,7 +6698,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMinuriRajapakse)
 - repo first seen: `2026-04-29T06:12:46Z`
 - repo last seen: `2026-04-29T07:04:55Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -6864,27 +6817,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44591: Add MPS SDPA workarounds for value head dim and bidirectional attention](https://github.com/huggingface/transformers/pull/44591) — closed
 
-### `moonbogi`
-
-- profile: [github.com/moonbogi](https://github.com/moonbogi)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amoonbogi)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amoonbogi)
-- repo first seen: `2026-04-27T22:45:13Z`
-- repo last seen: `2026-04-28T18:43:55Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 1 reviews / 1 review comments**
-- account age: **3943 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
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45667: chore(typing): add ty type checking for 3 pipeline files](https://github.com/huggingface/transformers/pull/45667) — closed, merged
-
 ### `mrutkows`
 
 - profile: [github.com/mrutkows](https://github.com/mrutkows)
@@ -6948,27 +6880,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44372: fix: handle Cython-compiled functions in get_docstring_indentation_level](https://github.com/huggingface/transformers/pull/44372) — closed
 
-### `NabilMch`
-
-- profile: [github.com/NabilMch](https://github.com/NabilMch)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ANabilMch)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ANabilMch)
-- repo first seen: `2026-02-28T15:11:37Z`
-- repo last seen: `2026-02-28T15:11:37Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2338 days**
-- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44357: Fix RoPE inv_freq default initialization (Issue #39753)](https://github.com/huggingface/transformers/pull/44357) — closed
-
 ### `nakigami`
 
 - profile: [github.com/nakigami](https://github.com/nakigami)
@@ -7186,7 +7097,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3APHclaw)
 - repo first seen: `2026-04-29T02:08:23Z`
 - repo last seen: `2026-04-29T08:27:47Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -8109,12 +8020,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYanis01682)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYanis01682)
 - repo first seen: `2026-04-14T01:47:54Z`
-- repo last seen: `2026-04-14T01:47:54Z`
+- repo last seen: `2026-04-29T13:57:03Z`
 - 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: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **606 days**
 - recent public PR activity: **11 PRs** (9 merged / 0 closed-unmerged / 2 open; merged rate **82%**, closed-unmerged rate **0%**, open rate **18%**)
 - public orgs: none visible
@@ -8122,7 +8033,7 @@ Example artifacts:
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #45423: Fix void segmentation map label reduction](https://github.com/huggingface/transformers/pull/45423) — open
+- [PR #45423: Fix void segmentation map label reduction](https://github.com/huggingface/transformers/pull/45423) — closed
 
 ### `zendy199x`
 
@@ -8151,12 +8062,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azeoses)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azeoses)
 - repo first seen: `2026-04-27T20:58:17Z`
-- repo last seen: `2026-04-27T20:58:17Z`
+- repo last seen: `2026-04-29T16:33:56Z`
 - 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: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **3843 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

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:f450091d7813f1bb7f698755c04e3575b452073aa4db4107b34eca7ab4f086c8
-size 63568
+oid sha256:aa3f23cd62ed053390727642fcefa66d8ca2849ffa6f94b64b847403d829171b
+size 62961

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260429T120025Z",
-  "generated_at": "2026-04-29T12:01:58Z",
-  "cluster_count": 47,
+  "snapshot_id": "20260429T180023Z",
+  "generated_at": "2026-04-29T18:01:46Z",
+  "cluster_count": 46,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -225,7 +225,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 43651,
           "similarity": 0.446,
-          "content_similarity": 0.293,
+          "content_similarity": 0.292,
           "size_similarity": 0.611,
           "breadth_similarity": 1.0,
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         44682
       ],
       "representative_pr_number": 43836,
-      "average_similarity": 0.554,
+      "average_similarity": 0.561,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
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@@ -967,8 +967,8 @@
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@@ -984,8 +984,8 @@
         {
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-          "content_similarity": 0.575,
+          "similarity": 0.592,
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@@ -1001,8 +1001,8 @@
         {
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           "breadth_similarity": 0.5,
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@@ -1018,8 +1018,8 @@
         {
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+          "similarity": 0.416,
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           "breadth_similarity": 0.5,
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@@ -1082,11 +1082,11 @@
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-          "content_similarity": 0.453,
-          "size_similarity": 0.816,
+          "similarity": 0.496,
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+          "size_similarity": 0.811,
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@@ -1121,11 +1121,11 @@
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+          "content_similarity": 0.452,
+          "size_similarity": 0.479,
           "breadth_similarity": 0.123,
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@@ -1158,11 +1158,11 @@
         {
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-          "similarity": 0.294,
+          "similarity": 0.293,
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+          "size_similarity": 0.596,
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@@ -1393,7 +1393,7 @@
         {
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-          "similarity": 0.31,
+          "similarity": 0.311,
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           "breadth_similarity": 0.75,
@@ -1515,7 +1515,7 @@
         45607
       ],
       "representative_pr_number": 45606,
-      "average_similarity": 0.593,
+      "average_similarity": 0.603,
       "summary": "3 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`; representative PR #45606.",
       "shared_filenames": [
         "tests/models/gemma4/test_modeling_gemma4.py",
@@ -1535,8 +1535,8 @@
         {
           "left_pr_number": 45606,
           "right_pr_number": 45607,
-          "similarity": 0.762,
-          "content_similarity": 0.806,
+          "similarity": 0.767,
+          "content_similarity": 0.814,
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           "breadth_similarity": 0.417,
           "concentration_similarity": 0.778,
@@ -1552,11 +1552,11 @@
         {
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           "right_pr_number": 45606,
-          "similarity": 0.527,
-          "content_similarity": 0.466,
-          "size_similarity": 0.391,
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+          "content_similarity": 0.437,
+          "size_similarity": 0.692,
           "breadth_similarity": 1.0,
-          "concentration_similarity": 0.843,
+          "concentration_similarity": 0.893,
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             "src/transformers/models/gemma4/modular_gemma4.py",
@@ -1575,11 +1575,11 @@
         {
           "left_pr_number": 45568,
           "right_pr_number": 45607,
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-          "content_similarity": 0.508,
-          "size_similarity": 0.304,
+          "similarity": 0.486,
+          "content_similarity": 0.456,
+          "size_similarity": 0.538,
           "breadth_similarity": 0.417,
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+          "concentration_similarity": 0.885,
           "shared_filenames": [
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           ],
@@ -1599,7 +1599,7 @@
         44676
       ],
       "representative_pr_number": 44059,
-      "average_similarity": 0.572,
+      "average_similarity": 0.569,
       "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"
@@ -1614,8 +1614,8 @@
         {
           "left_pr_number": 44059,
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-          "similarity": 0.683,
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+          "content_similarity": 0.74,
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@@ -1650,8 +1650,8 @@
         {
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-          "similarity": 0.418,
-          "content_similarity": 0.507,
+          "similarity": 0.414,
+          "content_similarity": 0.502,
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           "breadth_similarity": 0.333,
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@@ -1711,7 +1711,7 @@
           "left_pr_number": 43997,
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-          "content_similarity": 0.656,
+          "content_similarity": 0.657,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.548,
@@ -1883,7 +1883,7 @@
           "left_pr_number": 45293,
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-          "content_similarity": 0.403,
+          "content_similarity": 0.404,
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@@ -1930,7 +1930,7 @@
         45438
       ],
       "representative_pr_number": 45438,
-      "average_similarity": 0.5,
+      "average_similarity": 0.494,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.",
       "shared_filenames": [
         "src/transformers/models/gemma4/modeling_gemma4.py",
@@ -1953,8 +1953,8 @@
         {
           "left_pr_number": 45294,
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+          "content_similarity": 0.784,
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           "breadth_similarity": 1.0,
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@@ -1981,8 +1981,8 @@
         {
           "left_pr_number": 45202,
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-          "similarity": 0.408,
-          "content_similarity": 0.469,
+          "similarity": 0.402,
+          "content_similarity": 0.46,
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           "breadth_similarity": 0.325,
           "concentration_similarity": 0.92,
@@ -2000,8 +2000,8 @@
         {
           "left_pr_number": 45202,
           "right_pr_number": 45294,
-          "similarity": 0.327,
-          "content_similarity": 0.351,
+          "similarity": 0.32,
+          "content_similarity": 0.34,
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           "breadth_similarity": 0.325,
           "concentration_similarity": 0.908,
@@ -2230,6 +2230,108 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44664-3",
+      "pr_numbers": [
+        44664,
+        45034,
+        45513
+      ],
+      "representative_pr_number": 45513,
+      "average_similarity": 0.381,
+      "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",
+        "src/transformers/models/qwen3_5/modular_qwen3_5.py",
+        "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
+        "src/transformers/models/qwen3_next/modular_qwen3_next.py",
+        "src/transformers/models/qwen3_next/modeling_qwen3_next.py"
+      ],
+      "shared_directories": [
+        "src/transformers/models/qwen3_5",
+        "tests/models/qwen3_5",
+        "src/transformers/models",
+        "tests/models",
+        "src/transformers",
+        "tests",
+        "src",
+        "src/transformers/models/qwen3_next"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45034,
+          "right_pr_number": 45513,
+          "similarity": 0.453,
+          "content_similarity": 0.377,
+          "size_similarity": 0.364,
+          "breadth_similarity": 0.95,
+          "concentration_similarity": 0.795,
+          "shared_filenames": [
+            "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
+            "src/transformers/models/qwen3_5/modular_qwen3_5.py",
+            "src/transformers/models/qwen3_next/modeling_qwen3_next.py",
+            "src/transformers/models/qwen3_next/modular_qwen3_next.py",
+            "tests/models/qwen3_5/test_modeling_qwen3_5.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models/qwen3_next",
+            "src/transformers/models",
+            "tests/models/qwen3_5",
+            "src/transformers",
+            "tests/models",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 44664,
+          "right_pr_number": 45513,
+          "similarity": 0.368,
+          "content_similarity": 0.166,
+          "size_similarity": 0.854,
+          "breadth_similarity": 0.95,
+          "concentration_similarity": 0.585,
+          "shared_filenames": [
+            "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": [
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models",
+            "tests/models/qwen3_5",
+            "src/transformers",
+            "tests/models",
+            "src",
+            "tests"
+          ]
+        },
+        {
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+          "right_pr_number": 45034,
+          "similarity": 0.323,
+          "content_similarity": 0.17,
+          "size_similarity": 0.426,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.79,
+          "shared_filenames": [
+            "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": [
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models",
+            "tests/models/qwen3_5",
+            "src/transformers",
+            "tests/models",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43488-3",
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@@ -2271,7 +2373,7 @@
         {
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-          "similarity": 0.384,
+          "similarity": 0.385,
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           "size_similarity": 0.818,
           "breadth_similarity": 0.667,
@@ -2289,7 +2391,7 @@
           "left_pr_number": 43488,
           "right_pr_number": 45476,
           "similarity": 0.339,
-          "content_similarity": 0.139,
+          "content_similarity": 0.14,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 0.974,
@@ -2327,8 +2429,8 @@
         {
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           "right_pr_number": 44550,
-          "similarity": 0.392,
-          "content_similarity": 0.132,
+          "similarity": 0.393,
+          "content_similarity": 0.133,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2343,8 +2445,8 @@
         {
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           "right_pr_number": 44550,
-          "similarity": 0.364,
-          "content_similarity": 0.101,
+          "similarity": 0.365,
+          "content_similarity": 0.102,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2358,8 +2460,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44407,
-          "similarity": 0.352,
-          "content_similarity": 0.084,
+          "similarity": 0.353,
+          "content_similarity": 0.085,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2699,7 +2801,7 @@
         44375
       ],
       "representative_pr_number": 36895,
-      "average_similarity": 0.76,
+      "average_similarity": 0.761,
       "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",
@@ -2725,8 +2827,8 @@
         {
           "left_pr_number": 36895,
           "right_pr_number": 44375,
-          "similarity": 0.76,
-          "content_similarity": 0.723,
+          "similarity": 0.761,
+          "content_similarity": 0.724,
           "size_similarity": 0.807,
           "breadth_similarity": 0.866,
           "concentration_similarity": 0.93,
@@ -2757,6 +2859,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-41901-2",
+      "pr_numbers": [
+        41901,
+        45523
+      ],
+      "representative_pr_number": 41901,
+      "average_similarity": 0.718,
+      "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"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 41901,
+          "right_pr_number": 45523,
+          "similarity": 0.718,
+          "content_similarity": 0.778,
+          "size_similarity": 0.158,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/integrations/executorch.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43020-2",
       "pr_numbers": [
@@ -2764,7 +2903,7 @@
         45144
       ],
       "representative_pr_number": 43020,
-      "average_similarity": 0.723,
+      "average_similarity": 0.715,
       "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",
@@ -2790,11 +2929,11 @@
         {
           "left_pr_number": 43020,
           "right_pr_number": 45144,
-          "similarity": 0.723,
-          "content_similarity": 0.73,
-          "size_similarity": 0.675,
+          "similarity": 0.715,
+          "content_similarity": 0.714,
+          "size_similarity": 0.698,
           "breadth_similarity": 0.632,
-          "concentration_similarity": 0.949,
+          "concentration_similarity": 0.941,
           "shared_filenames": [
             "src/transformers/models/__init__.py",
             "src/transformers/models/auto/modeling_auto.py",
@@ -2818,43 +2957,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-41901-2",
-      "pr_numbers": [
-        41901,
-        45523
-      ],
-      "representative_pr_number": 41901,
-      "average_similarity": 0.718,
-      "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"
-      ],
-      "pairwise": [
-        {
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-          "right_pr_number": 45523,
-          "similarity": 0.718,
-          "content_similarity": 0.778,
-          "size_similarity": 0.158,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/integrations/executorch.py"
-          ],
-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-41441-2",
       "pr_numbers": [
@@ -3008,7 +3110,7 @@
         44116
       ],
       "representative_pr_number": 44101,
-      "average_similarity": 0.553,
+      "average_similarity": 0.563,
       "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"
@@ -3023,8 +3125,8 @@
         {
           "left_pr_number": 44101,
           "right_pr_number": 44116,
-          "similarity": 0.553,
-          "content_similarity": 0.614,
+          "similarity": 0.563,
+          "content_similarity": 0.628,
           "size_similarity": 0.319,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.507,
@@ -3047,17 +3149,17 @@
         45396
       ],
       "representative_pr_number": 41992,
-      "average_similarity": 0.525,
+      "average_similarity": 0.519,
       "summary": "2 open PRs share weighted file overlap around `tests/models/video_llama_3/test_modeling_video_llama_3.py`, `src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py`, `src/transformers/models/glm_ocr/modular_glm_ocr.py`; representative PR #41992.",
       "shared_filenames": [
         "tests/models/video_llama_3/test_modeling_video_llama_3.py",
         "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py",
         "src/transformers/models/glm_ocr/modular_glm_ocr.py",
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