Refresh transformers dataset snapshot 20260625T180018Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260625T180018Z`
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@@ -14102,7 +14236,7 @@
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             "url": "https://github.com/huggingface/transformers/issues/46858",
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@@ -20430,12 +20507,12 @@
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       "repo_first_seen_at": "2026-06-16T08:24:44Z",
-      "repo_last_seen_at": "2026-06-24T17:52:15Z",
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@@ -21705,7 +21782,7 @@
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@@ -21737,7 +21814,7 @@
             "number": 46874,
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             "url": "https://github.com/huggingface/transformers/pull/46874",
-            "state": "open",
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@@ -22887,6 +22964,63 @@
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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260625T120018Z`
-- Generated: `2026-06-25T12:02:13Z`
+- Snapshot: `20260625T180018Z`
+- Generated: `2026-06-25T18:02:53Z`
 - Activity window: `60d`
-- Contributors: `349`
+- Contributors: `351`
 
 ## Summary
 
@@ -15,8 +15,8 @@
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 97 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 97 | 0 | 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` | 70 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 68 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
-| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 54 | 2 | mixed | low | low | targets high-star repos |
+| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 69 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
+| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 55 | 2 | mixed | low | low | targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 50 | 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` | 46 | 0 | strong | low | low | targets high-star repos |
 | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 45 | 1 | strong | low | low | targets high-star repos |
@@ -34,8 +34,8 @@
 | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 21 | 0 | strong | moderate | low | — |
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 20 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1497d | `2025-12-24T11:54:53Z` | 20 | 0 | mixed | moderate | low | — |
-| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 18 | 0 | strong | moderate | low | targets high-star repos |
-| `LinZiyuu` | [profile](https://github.com/LinZiyuu) | no | CONTRIBUTOR | 1483d | `2026-05-13T14:52:41Z` | 15 | 1 | weak | moderate | low | high open PR share |
+| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 19 | 0 | strong | moderate | low | targets high-star repos |
+| `LinZiyuu` | [profile](https://github.com/LinZiyuu) | no | CONTRIBUTOR | 1483d | `2026-05-13T14:52:41Z` | 16 | 1 | weak | moderate | low | high open PR share |
 | `AI-Safeter` | [profile](https://github.com/AI-Safeter) | no | NONE | 0d | `2026-05-19T04:38:35Z` | 14 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | FIRST_TIME_CONTRIBUTOR | 636d | `2026-06-12T06:11:19Z` | 13 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2914d | `2024-06-13T14:13:17Z` | 11 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -47,16 +47,16 @@
 | `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 9 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
 | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 8 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `Incheonkirin` | [profile](https://github.com/Incheonkirin) | no | CONTRIBUTOR | 2854d | `2026-06-09T11:35:01Z` | 7 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
+| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 7 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `guarin` | [profile](https://github.com/guarin) | no | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 7 | 0 | strong | low | low | — |
 | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 7 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `kpal002` | [profile](https://github.com/kpal002) | no | CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 7 | 0 | strong | moderate | low | high recent PR volume |
-| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 6 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
+| `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2024-08-30T13:24:23Z` | 6 | 0 | n/a | n/a | n/a | summary unavailable |
 | `KirtiRamchandani` | [profile](https://github.com/KirtiRamchandani) | no | NONE | 3143d | `2026-06-13T17:53:25Z` | 6 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 660d | `2025-12-04T12:38:46Z` | 6 | 0 | strong | moderate | low | — |
 | `XciD` | [profile](https://github.com/XciD) | no | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 6 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
 | `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 5 | 5 | strong | moderate | low | high recent PR volume |
 | `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no | CONTRIBUTOR | 1583d | `2026-05-03T18:22:43Z` | 5 | 0 | weak | moderate | low | high recent PR volume; targets high-star repos |
-| `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2024-08-30T13:24:23Z` | 5 | 0 | n/a | n/a | n/a | summary unavailable |
 | `filipinescu` | [profile](https://github.com/filipinescu) | no | CONTRIBUTOR | 953d | `2026-05-22T20:20:49Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `kamran-nizamani` | [profile](https://github.com/kamran-nizamani) | no | CONTRIBUTOR | 622d | `2026-06-11T21:16:42Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-09-05T15:52:11Z` | 5 | 0 | strong | moderate | low | high recent PR volume |
@@ -114,6 +114,7 @@
 | `Goutam16-Withcode` | [profile](https://github.com/Goutam16-Withcode) | no | FIRST_TIME_CONTRIBUTOR | 666d | `2026-06-08T11:27:05Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `hf-dependantbot-rollout[bot]` | [profile](https://github.com/hf-dependantbot-rollout[bot]) | no | CONTRIBUTOR | ?d | `2026-05-22T09:25:47Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
 | `Jaeyo314` | [profile](https://github.com/Jaeyo314) | no | FIRST_TIMER | 289d | `2026-05-26T16:18:11Z` | 2 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `JemmaUZH` | [profile](https://github.com/JemmaUZH) | no | CONTRIBUTOR | 837d | `2026-06-09T15:51:29Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `joerowell` | [profile](https://github.com/joerowell) | no | CONTRIBUTOR | 3394d | `2026-04-28T08:24:28Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `JulietChinenyeDuru` | [profile](https://github.com/JulietChinenyeDuru) | no | NONE | 357d | `2026-06-05T04:17:33Z` | 2 | 0 | weak | low | low | young account; high open PR share |
 | `Kaz-scr` | [profile](https://github.com/Kaz-scr) | no | FIRST_TIME_CONTRIBUTOR | 1941d | `2026-04-30T15:39:40Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -154,6 +155,7 @@
 | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 | `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
 | `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2704d | `2026-02-26T17:57:16Z` | 2 | 0 | mixed | moderate | low | high recent PR volume |
+| `glegendre01` | [profile](https://github.com/glegendre01) | no | MEMBER | 1347d | `2026-04-21T12:37:31Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 3037d | `2026-04-10T11:59:37Z` | 2 | 0 | strong | high | low | high recent PR volume; broad repo spread |
 | `humanprojectceo` | [profile](https://github.com/humanprojectceo) | no | NONE | 279d | `2025-12-21T23:21:38Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -205,7 +207,6 @@
 | `akoumpa` | [profile](https://github.com/akoumpa) | no | FIRST_TIME_CONTRIBUTOR | 917d | `2026-06-10T19:31:49Z` | 1 | 0 | mixed | low | low | high recent PR volume |
 | `Aktharnvdv` | [profile](https://github.com/Aktharnvdv) | no | NONE | 1965d | `2026-05-05T15:06:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `AlexWortega` | [profile](https://github.com/AlexWortega) | no | NONE | 3256d | `2026-05-28T12:43:05Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `AlrIsmail` | [profile](https://github.com/AlrIsmail) | no | NONE | 1299d | `2026-04-26T14:26:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `amanv0007` | [profile](https://github.com/amanv0007) | no | NONE | 549d | `2026-05-15T06:25:42Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `anagnorisis2peripeteia` | [profile](https://github.com/anagnorisis2peripeteia) | no | FIRST_TIME_CONTRIBUTOR | 1130d | `2026-05-07T07:28:52Z` | 1 | 0 | weak | high | low | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `andreay99` | [profile](https://github.com/andreay99) | no | NONE | 1374d | `2026-05-09T02:34:44Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -226,6 +227,7 @@
 | `bojanstef` | [profile](https://github.com/bojanstef) | no | NONE | 4629d | `2026-06-16T20:50:26Z` | 1 | 0 | strong | moderate | low | — |
 | `botbikamordehai2-sketch` | [profile](https://github.com/botbikamordehai2-sketch) | no | NONE | 51d | `2026-06-15T15:18:04Z` | 1 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share |
 | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `C1-BA-B1-F3` | [profile](https://github.com/C1-BA-B1-F3) | yes | NONE | 3300d | `2026-06-25T12:57:12Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `calliec-1223` | [profile](https://github.com/calliec-1223) | no | CONTRIBUTOR | 68d | `2026-06-02T02:20:39Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Charansripadi` | [profile](https://github.com/Charansripadi) | no | FIRST_TIMER | 1422d | `2026-06-19T19:17:29Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -268,7 +270,6 @@
 | `jacopopper` | [profile](https://github.com/jacopopper) | no | NONE | 1686d | `2026-05-31T20:04:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JAE0Y2N` | [profile](https://github.com/JAE0Y2N) | no | NONE | 877d | `2026-05-20T11:02:07Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `jankipatel20` | [profile](https://github.com/jankipatel20) | no | NONE | 1001d | `2026-05-25T08:25:28Z` | 1 | 0 | strong | low | low | — |
-| `JemmaUZH` | [profile](https://github.com/JemmaUZH) | no | CONTRIBUTOR | 837d | `2026-06-09T15:51:29Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jmayank1511` | [profile](https://github.com/jmayank1511) | no | FIRST_TIME_CONTRIBUTOR | 2753d | `2026-05-20T18:13:18Z` | 1 | 0 | strong | moderate | low | no visible non-self stars |
 | `joaopedroassad` | [profile](https://github.com/joaopedroassad) | no | CONTRIBUTOR | 341d | `2026-06-02T19:08:14Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
 | `JohnnyWilson-Portfolio` | [profile](https://github.com/JohnnyWilson-Portfolio) | no | NONE | 532d | `2026-06-11T18:13:12Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -321,7 +322,7 @@
 | `rraghavkaushik` | [profile](https://github.com/rraghavkaushik) | no | CONTRIBUTOR | 1057d | `2026-05-06T10:53:47Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `ruixiang63` | [profile](https://github.com/ruixiang63) | no | CONTRIBUTOR | 3277d | `2026-04-27T21:19:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | NONE | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `saitejabandaru-in` | [profile](https://github.com/saitejabandaru-in) | no | FIRST_TIME_CONTRIBUTOR | 564d | `2026-06-25T00:20:31Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
+| `saitejabandaru-in` | [profile](https://github.com/saitejabandaru-in) | no | NONE | 564d | `2026-06-25T00:20:31Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | FIRST_TIME_CONTRIBUTOR | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `Saurav-Gupta-13` | [profile](https://github.com/Saurav-Gupta-13) | no | NONE | 1717d | `2026-06-05T16:58:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `savirpatil` | [profile](https://github.com/savirpatil) | no | NONE | 2041d | `2026-06-12T19:13:53Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
@@ -342,6 +343,7 @@
 | `someaka` | [profile](https://github.com/someaka) | no | NONE | 1845d | `2026-06-07T17:49:40Z` | 1 | 0 | weak | moderate | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `srinjoy356` | [profile](https://github.com/srinjoy356) | no | FIRST_TIME_CONTRIBUTOR | 992d | `2026-05-26T18:36:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `srishtiii28` | [profile](https://github.com/srishtiii28) | no | NONE | 1008d | `2026-06-09T09:34:02Z` | 1 | 0 | mixed | low | low | — |
+| `swankystark` | [profile](https://github.com/swankystark) | yes | FIRST_TIME_CONTRIBUTOR | 978d | `2026-06-04T20:30:30Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `ted-mosi` | [profile](https://github.com/ted-mosi) | no | FIRST_TIME_CONTRIBUTOR | 3d | `2026-06-05T13:30:42Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Ternura143` | [profile](https://github.com/Ternura143) | no | FIRST_TIME_CONTRIBUTOR | 1583d | `2026-05-31T14:17:55Z` | 1 | 0 | strong | moderate | low | — |
 | `trducng` | [profile](https://github.com/trducng) | no | CONTRIBUTOR | 3050d | `2026-05-18T04:44:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -367,12 +369,12 @@
 - 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: `2025-02-05T12:51:57Z`
-- repo last seen: `2026-06-25T11:21:39Z`
+- repo last seen: `2026-06-25T14:56:33Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **129**
 - snapshot authored PRs/issues: **129 PRs / 0 issues**
-- snapshot discussion activity: **137 comments / 243 reviews / 166 review comments**
+- snapshot discussion activity: **137 comments / 247 reviews / 168 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
@@ -465,12 +467,12 @@ 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: `2026-06-25T11:59:48Z`
+- repo last seen: `2026-06-25T15:44:44Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **97**
 - snapshot authored PRs/issues: **97 PRs / 0 issues**
-- snapshot discussion activity: **671 comments / 1043 reviews / 2231 review comments**
+- snapshot discussion activity: **675 comments / 1044 reviews / 2232 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`
@@ -514,12 +516,12 @@ 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: `2024-02-08T22:19:09Z`
-- repo last seen: `2026-06-24T18:11:45Z`
+- repo last seen: `2026-06-25T17:32:43Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **70**
-- snapshot authored PRs/issues: **68 PRs / 2 issues**
-- snapshot discussion activity: **40 comments / 177 reviews / 309 review comments**
+- repo primary artifacts: **71**
+- snapshot authored PRs/issues: **69 PRs / 2 issues**
+- snapshot discussion activity: **40 comments / 179 reviews / 314 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`
@@ -527,9 +529,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #46871: [docs] AITER kernels](https://github.com/huggingface/transformers/pull/46871) — open
+- [PR #46892: [docs] update cache apis](https://github.com/huggingface/transformers/pull/46892) — open
+- [PR #46871: [docs] AITER kernels](https://github.com/huggingface/transformers/pull/46871) — closed, merged
 - [PR #46698: [docs] clarify initialization module usage](https://github.com/huggingface/transformers/pull/46698) — closed, merged
-- [PR #46677: [docs] require trust_remote_code for custom_generate](https://github.com/huggingface/transformers/pull/46677) — closed, merged
 - [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
 - [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
 
@@ -539,12 +541,12 @@ 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: `2026-06-25T10:27:08Z`
+- repo last seen: `2026-06-25T17:13:25Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **56**
-- snapshot authored PRs/issues: **54 PRs / 2 issues**
-- snapshot discussion activity: **726 comments / 1338 reviews / 5384 review comments**
+- repo primary artifacts: **57**
+- snapshot authored PRs/issues: **55 PRs / 2 issues**
+- snapshot discussion activity: **727 comments / 1342 reviews / 5478 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
@@ -552,9 +554,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #46883: [`Kernels`] Refactor function handling](https://github.com/huggingface/transformers/pull/46883) — open, draft
 - [PR #46755: [`Kernels`] Trigger proper kernelization on `use_kernels=True`](https://github.com/huggingface/transformers/pull/46755) — closed, merged
 - [PR #46751: [`CI`] Fix some failures introduced by myself :grimacing: ](https://github.com/huggingface/transformers/pull/46751) — closed, merged
-- [PR #46729: [`CB`] Add FA2 to the fast path](https://github.com/huggingface/transformers/pull/46729) — closed, merged
 - [Issue #46245: [`Layer Types`] Split keys across MLP and Attentions](https://github.com/huggingface/transformers/issues/46245) — open
 - [Issue #40827: [`Cache`] Proper support for Linear Attention (related) caches](https://github.com/huggingface/transformers/issues/40827) — closed
 
@@ -589,12 +591,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
 - repo first seen: `2023-02-27T14:00:41Z`
-- repo last seen: `2026-06-24T13:53:03Z`
+- repo last seen: `2026-06-25T17:57:36Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **46**
 - snapshot authored PRs/issues: **46 PRs / 0 issues**
-- snapshot discussion activity: **828 comments / 312 reviews / 180 review comments**
+- snapshot discussion activity: **830 comments / 324 reviews / 217 review comments**
 - account age: **3961 days**
 - recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: `huggingface`
@@ -868,7 +870,7 @@ Example artifacts:
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #46818: 🚨 EP: fix EP router contract for many models + honor FP8 scale format](https://github.com/huggingface/transformers/pull/46818) — open
+- [PR #46818: 🚨 EP: fix EP router contract for many models + honor FP8 scale format](https://github.com/huggingface/transformers/pull/46818) — closed, merged
 - [PR #46742: finegrained v3](https://github.com/huggingface/transformers/pull/46742) — closed, merged
 - [PR #46738: 🚨 Modeling changes for export, compile, and hybrid-attention standardization](https://github.com/huggingface/transformers/pull/46738) — open
 - [Issue #46443: Vision RoPE refactor](https://github.com/huggingface/transformers/issues/46443) — open
@@ -975,12 +977,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun)
 - repo first seen: `2024-10-24T15:39:49Z`
-- repo last seen: `2026-06-22T19:29:32Z`
+- repo last seen: `2026-06-25T15:01:32Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **18**
-- snapshot authored PRs/issues: **18 PRs / 0 issues**
-- snapshot discussion activity: **8 comments / 14 reviews / 18 review comments**
+- repo primary artifacts: **19**
+- snapshot authored PRs/issues: **19 PRs / 0 issues**
+- snapshot discussion activity: **9 comments / 14 reviews / 18 review comments**
 - account age: **3365 days**
 - recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
 - public orgs: `huggingface`
@@ -988,9 +990,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #46889: Kernel api doc, part 2](https://github.com/huggingface/transformers/pull/46889) — open
 - [PR #46754: Documentation for the kernel API](https://github.com/huggingface/transformers/pull/46754) — closed, merged
 - [PR #46520: Kernelize refactor](https://github.com/huggingface/transformers/pull/46520) — closed, merged
-- [PR #46339: Extended & simplified n-to-1 kernel fusion via KernelConfig](https://github.com/huggingface/transformers/pull/46339) — closed, merged
 
 ### `LinZiyuu`
 
@@ -998,12 +1000,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALinZiyuu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALinZiyuu)
 - repo first seen: `2026-05-13T14:52:41Z`
-- repo last seen: `2026-06-11T14:10:56Z`
+- repo last seen: `2026-06-25T15:20:58Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **16**
-- snapshot authored PRs/issues: **15 PRs / 1 issues**
-- snapshot discussion activity: **16 comments / 0 reviews / 0 review comments**
+- repo primary artifacts: **17**
+- snapshot authored PRs/issues: **16 PRs / 1 issues**
+- snapshot discussion activity: **17 comments / 0 reviews / 0 review comments**
 - account age: **1483 days**
 - recent public PR activity: **9 PRs** (1 merged / 1 closed-unmerged / 7 open; merged rate **11%**, closed-unmerged rate **11%**, open rate **78%**)
 - public orgs: none visible
@@ -1011,9 +1013,9 @@ Example artifacts:
 - heuristic read: **high open PR share**
 
 Example artifacts:
+- [PR #46890: Reject path traversal in the `transformers_weights` config field](https://github.com/huggingface/transformers/pull/46890) — open
 - [PR #46486: Bound image-processor resize/crop output to prevent unbounded allocation](https://github.com/huggingface/transformers/pull/46486) — closed
 - [PR #46485: Bound causal-attention mask to prevent unbounded allocation](https://github.com/huggingface/transformers/pull/46485) — closed
-- [PR #46484: Bound sinusoidal positional embedding table to prevent unbounded allocation](https://github.com/huggingface/transformers/pull/46484) — closed
 - [Issue #45998: Security Vulnerability](https://github.com/huggingface/transformers/issues/45998) — closed
 
 ### `AI-Safeter`
@@ -1068,12 +1070,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amolbap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amolbap)
 - repo first seen: `2024-06-13T14:13:17Z`
-- repo last seen: `2026-06-25T11:04:08Z`
+- repo last seen: `2026-06-25T16:18:16Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **12**
 - snapshot authored PRs/issues: **11 PRs / 1 issues**
-- snapshot discussion activity: **47 comments / 228 reviews / 660 review comments**
+- snapshot discussion activity: **47 comments / 232 reviews / 667 review comments**
 - account age: **2914 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
@@ -1207,12 +1209,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunt-ing)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunt-ing)
 - repo first seen: `2026-06-18T09:58:22Z`
-- repo last seen: `2026-06-23T05:00:10Z`
+- repo last seen: `2026-06-25T17:31:09Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **9 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **6 comments / 3 reviews / 3 review comments**
 - account age: **2841 days**
 - recent public PR activity: **52 PRs** (17 merged / 6 closed-unmerged / 29 open; merged rate **33%**, closed-unmerged rate **12%**, open rate **56%**)
 - public orgs: none visible
@@ -1273,18 +1275,41 @@ Example artifacts:
 - [Issue #46731: LabelSmoother ignores num_items_in_batch, inflating gradients by ~gradient_accumulation_steps with label smoothing](https://github.com/huggingface/transformers/issues/46731) — open
 - [Issue #46519: StopStringCriteria misses CJK stop strings on byte-level tokenizers when a character splits into byte-fragment tokens](https://github.com/huggingface/transformers/issues/46519) — closed
 
+### `BenjaminBossan`
+
+- profile: [github.com/BenjaminBossan](https://github.com/BenjaminBossan)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan)
+- repo first seen: `2024-10-17T11:56:32Z`
+- repo last seen: `2026-06-25T15:37:05Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **35 comments / 13 reviews / 15 review comments**
+- account age: **4501 days**
+- recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #46891: CI Test PEFT integration CI](https://github.com/huggingface/transformers/pull/46891) — open, draft
+- [PR #46442: Bump min peft 0.19.1 remove weight conversion duplicate code](https://github.com/huggingface/transformers/pull/46442) — open
+- [PR #45682: FIX Restore LoRA hotswapping functionality](https://github.com/huggingface/transformers/pull/45682) — open
+
 ### `guarin`
 
 - profile: [github.com/guarin](https://github.com/guarin)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aguarin)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguarin)
 - repo first seen: `2026-05-12T18:20:58Z`
-- repo last seen: `2026-06-25T09:41:11Z`
+- repo last seen: `2026-06-25T17:02:49Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **34 comments / 116 reviews / 149 review comments**
+- snapshot discussion activity: **34 comments / 120 reviews / 153 review comments**
 - account age: **2794 days**
 - recent public PR activity: **21 PRs** (19 merged / 0 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **0%**, open rate **10%**)
 - public orgs: `huggingface`
@@ -1292,7 +1317,7 @@ Example artifacts:
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #46836: Add Unlimited OCR](https://github.com/huggingface/transformers/pull/46836) — open, draft
+- [PR #46836: Add Unlimited OCR](https://github.com/huggingface/transformers/pull/46836) — open
 - [PR #46674: Sapiens2: Remove modeling imports in image processing](https://github.com/huggingface/transformers/pull/46674) — closed, merged
 - [PR #46438: Speed up modular conversion by reusing process pool](https://github.com/huggingface/transformers/pull/46438) — closed, merged
 
@@ -1342,28 +1367,29 @@ Example artifacts:
 - [PR #46580: Fix DeepSeek-Coder v1 / DeepSeek-LLM v1 loading as wrong tokenizer class (#46489)](https://github.com/huggingface/transformers/pull/46580) — open
 - [PR #46574: Fix CodeLlama tokenizer stripping real leading spaces on decode (#46491)](https://github.com/huggingface/transformers/pull/46574) — open
 
-### `BenjaminBossan`
+### `dependabot[bot]`
 
-- profile: [github.com/BenjaminBossan](https://github.com/BenjaminBossan)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan)
-- repo first seen: `2024-10-17T11:56:32Z`
-- repo last seen: `2026-06-24T09:48:10Z`
+- profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adependabot%5Bbot%5D)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adependabot%5Bbot%5D)
+- repo first seen: `2024-08-30T13:24:23Z`
+- repo last seen: `2026-06-25T13:20:58Z`
 - first seen in snapshot: **no**
-- repo association: **MEMBER**
+- repo association: **CONTRIBUTOR**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **35 comments / 13 reviews / 15 review comments**
-- account age: **4501 days**
-- recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume; targets high-star repos**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'dependabot[bot]'."}]`
 
 Example artifacts:
-- [PR #46442: Bump min peft 0.19.1 remove weight conversion duplicate code](https://github.com/huggingface/transformers/pull/46442) — open
-- [PR #45682: FIX Restore LoRA hotswapping functionality](https://github.com/huggingface/transformers/pull/45682) — open
-- [PR #45679: TST Run fast PEFT tests in normal CI](https://github.com/huggingface/transformers/pull/45679) — open
+- [PR #46885: Bump the actions group across 1 directory with 6 updates](https://github.com/huggingface/transformers/pull/46885) — open
+- [PR #46564: Bump the actions group across 1 directory with 4 updates](https://github.com/huggingface/transformers/pull/46564) — closed
+- [PR #46414: Bump the actions group across 1 directory with 19 updates](https://github.com/huggingface/transformers/pull/46414) — closed, merged
 
 ### `KirtiRamchandani`
 
@@ -1483,30 +1509,6 @@ Example artifacts:
 - [PR #45791: fix: validate special token ids against attribute values](https://github.com/huggingface/transformers/pull/45791) — closed, merged
 - [PR #45757: fix: align attention_mask padding with appended eos token in clvp](https://github.com/huggingface/transformers/pull/45757) — closed
 
-### `dependabot[bot]`
-
-- profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adependabot%5Bbot%5D)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adependabot%5Bbot%5D)
-- repo first seen: `2024-08-30T13:24:23Z`
-- repo last seen: `2026-06-11T13:22:34Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
-- public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'dependabot[bot]'."}]`
-
-Example artifacts:
-- [PR #46564: Bump the actions group across 1 directory with 4 updates](https://github.com/huggingface/transformers/pull/46564) — open
-- [PR #46414: Bump the actions group across 1 directory with 19 updates](https://github.com/huggingface/transformers/pull/46414) — closed, merged
-- [PR #46264: Bump the actions group across 1 directory with 20 updates](https://github.com/huggingface/transformers/pull/46264) — closed
-
 ### `filipinescu`
 
 - profile: [github.com/filipinescu](https://github.com/filipinescu)
@@ -1595,7 +1597,7 @@ Example artifacts:
 - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #46879: fix(mps): remove float64 casts in MusicFlamingo and UDOP that break Apple Silicon MPS](https://github.com/huggingface/transformers/pull/46879) — open
+- [PR #46879: fix(mps): remove float64 casts in MusicFlamingo and UDOP that break Apple Silicon MPS](https://github.com/huggingface/transformers/pull/46879) — closed
 - [PR #46211: fix(llama): allow explicit head_dim when hidden_size not divisible by num_attention_heads](https://github.com/huggingface/transformers/pull/46211) — open
 - [PR #46176: [Gemma4] Replace one-hot matmul with F.embedding in position embeddings](https://github.com/huggingface/transformers/pull/46176) — closed, merged
 
@@ -1816,12 +1818,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apcuenca)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apcuenca)
 - repo first seen: `2024-04-23T13:23:10Z`
-- repo last seen: `2026-06-24T17:42:20Z`
+- repo last seen: `2026-06-25T17:18:07Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **3 PRs / 1 issues**
-- snapshot discussion activity: **8 comments / 25 reviews / 38 review comments**
+- snapshot discussion activity: **9 comments / 25 reviews / 38 review comments**
 - account age: **5316 days**
 - recent public PR activity: **31 PRs** (20 merged / 3 closed-unmerged / 8 open; merged rate **65%**, closed-unmerged rate **10%**, open rate **26%**)
 - public orgs: `huggingface`
@@ -2096,12 +2098,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASangbumChoi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASangbumChoi)
 - repo first seen: `2024-06-07T00:26:26Z`
-- repo last seen: `2026-06-24T00:57:05Z`
+- repo last seen: `2026-06-25T14:54:23Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **8 comments / 102 reviews / 121 review comments**
+- snapshot discussion activity: **9 comments / 103 reviews / 122 review comments**
 - account age: **3079 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -2132,7 +2134,7 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #46873: Fix GatedDeltaNet torch fallback prefill vs decode divergence (#46190)](https://github.com/huggingface/transformers/pull/46873) — open
+- [PR #46873: Fix GatedDeltaNet torch fallback prefill vs decode divergence (#46190)](https://github.com/huggingface/transformers/pull/46873) — closed
 - [PR #46872: Fix RT-DETR extra feature-level projection indexing (#46832)](https://github.com/huggingface/transformers/pull/46872) — closed
 - [PR #45073: Refactor OwlViT to modular Transformers](https://github.com/huggingface/transformers/pull/45073) — open
 
@@ -2298,7 +2300,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45945: Fix OLMo 3 scaled RoPE handling for sliding attention](https://github.com/huggingface/transformers/pull/45945) — open, draft
+- [PR #45945: Fix OLMo 3 scaled RoPE handling for sliding attention](https://github.com/huggingface/transformers/pull/45945) — closed
 - [PR #45686: Fix custom-module copies inheriting read-only permissions](https://github.com/huggingface/transformers/pull/45686) — closed, merged
 - [Issue #45698: from_pretrained loads wrong custom module after save_pretrained](https://github.com/huggingface/transformers/issues/45698) — open
 - [Issue #45684: save_pretrained` (with `register_for_auto_class`) propagates read-only permissions from custom-model source files](https://github.com/huggingface/transformers/issues/45684) — closed
@@ -2821,6 +2823,28 @@ Example artifacts:
 - [PR #46225: Add rio2 model](https://github.com/huggingface/transformers/pull/46225) — closed
 - [PR #46223: Add files via upload](https://github.com/huggingface/transformers/pull/46223) — closed
 
+### `JemmaUZH`
+
+- profile: [github.com/JemmaUZH](https://github.com/JemmaUZH)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJemmaUZH)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJemmaUZH)
+- repo first seen: `2026-06-09T15:51:29Z`
+- repo last seen: `2026-06-25T14:39:15Z`
+- 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 / 0 reviews / 0 review comments**
+- account age: **837 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 #46888: Fix Gemma4 closed thinking block detection in serve](https://github.com/huggingface/transformers/pull/46888) — open
+- [PR #46527: Fix trailing comma bug in DataCollatorForLanguageModeling example](https://github.com/huggingface/transformers/pull/46527) — closed, merged
+
 ### `joerowell`
 
 - profile: [github.com/joerowell](https://github.com/joerowell)
@@ -3339,12 +3363,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aebezzam)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aebezzam)
 - repo first seen: `2025-07-25T12:59:52Z`
-- repo last seen: `2026-06-25T10:25:27Z`
+- repo last seen: `2026-06-25T16:42:27Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **10 PRs / 0 issues**
-- snapshot discussion activity: **74 comments / 346 reviews / 913 review comments**
+- snapshot discussion activity: **76 comments / 350 reviews / 933 review comments**
 - account age: **4714 days**
 - recent public PR activity: **6 PRs** (3 merged / 0 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: `LCAV`
@@ -3737,6 +3761,28 @@ Example artifacts:
 - [PR #46857: docs: Update NeMo AutoModel doc examples](https://github.com/huggingface/transformers/pull/46857) — closed, merged
 - [PR #44304: docs: Add NeMo Automodel community integration docs](https://github.com/huggingface/transformers/pull/44304) — closed, merged
 
+### `glegendre01`
+
+- profile: [github.com/glegendre01](https://github.com/glegendre01)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aglegendre01)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aglegendre01)
+- repo first seen: `2026-04-21T12:37:31Z`
+- repo last seen: `2026-06-25T14:26:37Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1347 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; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46887: feat: build CI docker images for linux/arm64 (Graviton)](https://github.com/huggingface/transformers/pull/46887) — open
+- [PR #45550: Add runner selection for mi325 GPU type](https://github.com/huggingface/transformers/pull/45550) — open, draft
+
 ### `hanouticelina`
 
 - profile: [github.com/hanouticelina](https://github.com/hanouticelina)
@@ -4508,8 +4554,8 @@ Example artifacts:
 - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #46863: fix: convert past_length to int in _prefill for static cache compatib…](https://github.com/huggingface/transformers/pull/46863) — open
-- [Issue #46858: _prefill: cache.get_seq_length() returns device tensor, breaks slice arithmetic for static cache + torch.compile on non-CUDA backends](https://github.com/huggingface/transformers/issues/46858) — open
+- [PR #46863: fix: convert past_length to int in _prefill for static cache compatib…](https://github.com/huggingface/transformers/pull/46863) — closed
+- [Issue #46858: _prefill: cache.get_seq_length() returns device tensor, breaks slice arithmetic for static cache + torch.compile on non-CUDA backends](https://github.com/huggingface/transformers/issues/46858) — closed
 
 ### `sisaman`
 
@@ -4848,27 +4894,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46261: feat(distributed): Ulysses Context Parallelism for attention](https://github.com/huggingface/transformers/pull/46261) — closed
 
-### `AlrIsmail`
-
-- profile: [github.com/AlrIsmail](https://github.com/AlrIsmail)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAlrIsmail)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAlrIsmail)
-- repo first seen: `2026-04-26T14:26:23Z`
-- repo last seen: `2026-04-26T14:26:23Z`
-- 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: **1299 days**
-- recent public PR activity: **9 PRs** (1 merged / 3 closed-unmerged / 5 open; merged rate **11%**, closed-unmerged rate **33%**, open rate **56%**)
-- 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 #45651: [Trainer] Optimize LengthGroupedSampler computation with select_columns and tqdm](https://github.com/huggingface/transformers/pull/45651) — closed
-
 ### `amanv0007`
 
 - profile: [github.com/amanv0007](https://github.com/amanv0007)
@@ -5289,6 +5314,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45769: feat: add bf16_loss training argument for VRAM-efficient QLoRA by keeping loss in BF16 during training to save ~1.4 GB VRAM](https://github.com/huggingface/transformers/pull/45769) — closed
 
+### `C1-BA-B1-F3`
+
+- profile: [github.com/C1-BA-B1-F3](https://github.com/C1-BA-B1-F3)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AC1-BA-B1-F3)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AC1-BA-B1-F3)
+- repo first seen: `2026-06-25T12:57:12Z`
+- repo last seen: `2026-06-25T12:57:12Z`
+- first seen in snapshot: **yes**
+- 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: **3300 days**
+- recent public PR activity: **55 PRs** (3 merged / 14 closed-unmerged / 38 open; merged rate **5%**, closed-unmerged rate **25%**, open rate **69%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46884: fix: redirect auto_docstring diagnostics from stdout to stderr (#46877)](https://github.com/huggingface/transformers/pull/46884) — closed
+
 ### `calliec-1223`
 
 - profile: [github.com/calliec-1223](https://github.com/calliec-1223)
@@ -6171,27 +6217,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46194: [docs] Add beginner-friendly "Transformers in Your First 15 Minutes" guide](https://github.com/huggingface/transformers/pull/46194) — closed
 
-### `JemmaUZH`
-
-- profile: [github.com/JemmaUZH](https://github.com/JemmaUZH)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJemmaUZH)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJemmaUZH)
-- repo first seen: `2026-06-09T15:51:29Z`
-- repo last seen: `2026-06-09T15:51:29Z`
-- 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 / 0 reviews / 0 review comments**
-- account age: **837 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 #46527: Fix trailing comma bug in DataCollatorForLanguageModeling example](https://github.com/huggingface/transformers/pull/46527) — closed, merged
-
 ### `jmayank1511`
 
 - profile: [github.com/jmayank1511](https://github.com/jmayank1511)
@@ -6828,12 +6853,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Andvbd)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Andvbd)
 - repo first seen: `2026-06-16T08:24:44Z`
-- repo last seen: `2026-06-24T17:52:15Z`
+- repo last seen: `2026-06-25T12:52:12Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **5482 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
@@ -7292,7 +7317,7 @@ Example artifacts:
 - repo first seen: `2026-06-25T00:20:31Z`
 - repo last seen: `2026-06-25T00:20:32Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
@@ -7303,7 +7328,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; broad repo spread; high open PR share**
 
 Example artifacts:
-- [PR #46874: [RT-DETR] Fix misplaced [-1] index in decoder projection when num_feature_levels > backbone outputs](https://github.com/huggingface/transformers/pull/46874) — open
+- [PR #46874: [RT-DETR] Fix misplaced [-1] index in decoder projection when num_feature_levels > backbone outputs](https://github.com/huggingface/transformers/pull/46874) — closed
 
 ### `Sanjays2402`
 
@@ -7725,6 +7750,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46542: Vision RoPE refactor](https://github.com/huggingface/transformers/pull/46542) — closed
 
+### `swankystark`
+
+- profile: [github.com/swankystark](https://github.com/swankystark)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aswankystark)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aswankystark)
+- repo first seen: `2026-06-04T20:30:30Z`
+- repo last seen: `2026-06-25T13:21:28Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- account age: **978 days**
+- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46886: Fix YOLOS device mismatch with device_map="auto"](https://github.com/huggingface/transformers/pull/46886) — open
+
 ### `ted-mosi`
 
 - profile: [github.com/ted-mosi](https://github.com/ted-mosi)

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-            "src/transformers/generation",
+            "src/transformers/models/olmo_hybrid",
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models/qwen3_5_moe",
+            "src/transformers/models/qwen3_next",
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-            "tests/generation/test_utils.py"
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+            "src/transformers/models/olmo_hybrid/modular_olmo_hybrid.py",
+            "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
+            "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py",
+            "src/transformers/models/qwen3_next/modeling_qwen3_next.py",
+            "src/transformers/models/qwen3_next/modular_qwen3_next.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
+            "src/transformers/models/olmo_hybrid",
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models/qwen3_5_moe",
+            "src/transformers/models/qwen3_next",
+            "src/transformers/models",
             "src/transformers",
-            "tests/generation",
-            "src",
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+          "concentration_similarity": 0.333,
           "shared_filenames": [
-            "src/transformers/generation/utils.py",
-            "tests/generation/test_utils.py"
+            "src/transformers/models/qwen3_5/modeling_qwen3_5.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models",
             "src/transformers",
-            "tests/generation",
-            "src",
-            "tests"
+            "src"
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+          "similarity": 0.204,
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+          "size_similarity": 0.006,
+          "breadth_similarity": 0.121,
+          "concentration_similarity": 0.212,
           "shared_filenames": [
-            "src/transformers/generation/utils.py"
+            "src/transformers/models/qwen3_5/modeling_qwen3_5.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models",
             "src/transformers",
             "src"
           ]
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         {
-          "left_pr_number": 32189,
-          "right_pr_number": 46863,
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-          "size_similarity": 0.153,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.872,
+          "left_pr_number": 45707,
+          "right_pr_number": 46148,
+          "similarity": 0.192,
+          "content_similarity": 0.209,
+          "size_similarity": 0.025,
+          "breadth_similarity": 0.225,
+          "concentration_similarity": 0.4,
           "shared_filenames": [
-            "src/transformers/generation/utils.py"
+            "src/transformers/models/qwen3_5/modeling_qwen3_5.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models",
             "src/transformers",
             "src"
           ]
@@ -2954,10 +2623,10 @@
         42975,
         42976,
         45077,
-        46564
+        46885
       ],
       "representative_pr_number": 42975,
-      "average_similarity": 0.538,
+      "average_similarity": 0.537,
       "summary": "4 open PRs share weighted file overlap around `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`, `.github/workflows/build-past-ci-docker-images.yml`; representative PR #42975.",
       "shared_filenames": [
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@@ -2976,11 +2645,11 @@
       "pairwise": [
         {
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-          "content_similarity": 0.705,
-          "size_similarity": 0.202,
-          "breadth_similarity": 0.939,
+          "right_pr_number": 46885,
+          "similarity": 0.672,
+          "content_similarity": 0.707,
+          "size_similarity": 0.211,
+          "breadth_similarity": 0.955,
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           "shared_filenames": [
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@@ -3002,8 +2671,8 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 45077,
-          "similarity": 0.659,
-          "content_similarity": 0.594,
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+          "content_similarity": 0.592,
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           "breadth_similarity": 0.833,
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@@ -3026,11 +2695,11 @@
         },
         {
           "left_pr_number": 42976,
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-          "similarity": 0.563,
-          "content_similarity": 0.537,
-          "size_similarity": 0.5,
-          "breadth_similarity": 0.621,
+          "right_pr_number": 46885,
+          "similarity": 0.553,
+          "content_similarity": 0.528,
+          "size_similarity": 0.479,
+          "breadth_similarity": 0.617,
           "concentration_similarity": 1.0,
           "shared_filenames": [
             ".github/workflows/build-ci-docker-images.yml",
@@ -3048,11 +2717,11 @@
         },
         {
           "left_pr_number": 45077,
-          "right_pr_number": 46564,
-          "similarity": 0.476,
-          "content_similarity": 0.451,
-          "size_similarity": 0.147,
-          "breadth_similarity": 0.879,
+          "right_pr_number": 46885,
+          "similarity": 0.479,
+          "content_similarity": 0.455,
+          "size_similarity": 0.154,
+          "breadth_similarity": 0.867,
           "concentration_similarity": 1.0,
           "shared_filenames": [
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@@ -3061,10 +2730,10 @@
             ".github/workflows/build-nightly-ci-docker-images.yml",
             ".github/workflows/build-past-ci-docker-images.yml",
             ".github/workflows/check_tiny_models.yml",
+            ".github/workflows/model_jobs.yml",
             ".github/workflows/release-conda.yml",
             ".github/workflows/release.yml",
-            ".github/workflows/ssh-runner.yml",
-            ".github/workflows/trufflehog.yml"
+            ".github/workflows/ssh-runner.yml"
           ],
           "shared_directories": [
             ".github/workflows",
@@ -3074,8 +2743,8 @@
         {
           "left_pr_number": 42976,
           "right_pr_number": 45077,
-          "similarity": 0.471,
-          "content_similarity": 0.491,
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+          "content_similarity": 0.489,
           "size_similarity": 0.074,
           "breadth_similarity": 0.659,
           "concentration_similarity": 1.0,
@@ -3094,8 +2763,8 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 42976,
-          "similarity": 0.394,
-          "content_similarity": 0.383,
+          "similarity": 0.393,
+          "content_similarity": 0.381,
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@@ -3124,7 +2793,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.501,
+      "average_similarity": 0.505,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -3138,8 +2807,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 45985,
-          "similarity": 0.594,
-          "content_similarity": 0.477,
+          "similarity": 0.598,
+          "content_similarity": 0.483,
           "size_similarity": 0.733,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3155,8 +2824,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 45985,
-          "similarity": 0.593,
-          "content_similarity": 0.493,
+          "similarity": 0.597,
+          "content_similarity": 0.498,
           "size_similarity": 0.652,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3172,8 +2841,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 39683,
-          "similarity": 0.521,
-          "content_similarity": 0.428,
+          "similarity": 0.525,
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           "breadth_similarity": 1.0,
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@@ -3189,8 +2858,8 @@
         {
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-          "similarity": 0.453,
-          "content_similarity": 0.391,
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           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
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@@ -3206,8 +2875,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 44872,
-          "similarity": 0.429,
-          "content_similarity": 0.34,
+          "similarity": 0.432,
+          "content_similarity": 0.344,
           "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3223,8 +2892,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 44872,
-          "similarity": 0.415,
-          "content_similarity": 0.35,
+          "similarity": 0.418,
+          "content_similarity": 0.355,
           "size_similarity": 0.13,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3372,7 +3041,7 @@
         46766
       ],
       "representative_pr_number": 45682,
-      "average_similarity": 0.367,
+      "average_similarity": 0.388,
       "summary": "4 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.",
       "shared_filenames": [
         "tests/peft_integration/test_peft_integration.py",
@@ -3390,7 +3059,7 @@
           "left_pr_number": 45682,
           "right_pr_number": 46442,
           "similarity": 0.609,
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+          "content_similarity": 0.678,
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           "breadth_similarity": 0.31,
           "concentration_similarity": 0.773,
@@ -3409,8 +3078,8 @@
         {
           "left_pr_number": 45682,
           "right_pr_number": 46766,
-          "similarity": 0.468,
-          "content_similarity": 0.437,
+          "similarity": 0.469,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.849,
@@ -3429,8 +3098,8 @@
         {
           "left_pr_number": 45679,
           "right_pr_number": 46766,
-          "similarity": 0.423,
-          "content_similarity": 0.438,
+          "similarity": 0.434,
+          "content_similarity": 0.455,
           "size_similarity": 0.143,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.893,
@@ -3442,6 +3111,22 @@
             "tests"
           ]
         },
+        {
+          "left_pr_number": 45679,
+          "right_pr_number": 45682,
+          "similarity": 0.345,
+          "content_similarity": 0.364,
+          "size_similarity": 0.019,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.742,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "tests/peft_integration",
+            "tests"
+          ]
+        },
         {
           "left_pr_number": 46442,
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@@ -3462,27 +3147,11 @@
             "tests"
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-          "shared_filenames": [
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-          "shared_directories": [
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-            "tests"
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-        },
         {
           "left_pr_number": 45679,
           "right_pr_number": 46442,
-          "similarity": 0.154,
-          "content_similarity": 0.126,
+          "similarity": 0.187,
+          "content_similarity": 0.175,
           "size_similarity": 0.008,
           "breadth_similarity": 0.155,
           "concentration_similarity": 0.969,
@@ -3584,7 +3253,7 @@
         46780
       ],
       "representative_pr_number": 46780,
-      "average_similarity": 0.721,
+      "average_similarity": 0.722,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #46780.",
       "shared_filenames": [
         "src/transformers/models/vit_mae/modeling_vit_mae.py",
@@ -3594,7 +3263,7 @@
         "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py",
         "src/transformers/models/d_fine/modeling_d_fine.py",
         "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py",
-        "src/transformers/models/rt_detr_v2/modeling_rt_detr_v2.py"
+        "src/transformers/models/rt_detr/modeling_rt_detr.py"
       ],
       "shared_directories": [
         "src/transformers/models/vit_mae",
@@ -3674,8 +3343,8 @@
         {
           "left_pr_number": 45932,
           "right_pr_number": 46174,
-          "similarity": 0.592,
-          "content_similarity": 0.63,
+          "similarity": 0.593,
+          "content_similarity": 0.631,
           "size_similarity": 0.248,
           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -3849,6 +3518,86 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44940-3",
+      "pr_numbers": [
+        44940,
+        46207,
+        46890
+      ],
+      "representative_pr_number": 46207,
+      "average_similarity": 0.541,
+      "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46207.",
+      "shared_filenames": [
+        "tests/utils/test_modeling_utils.py",
+        "src/transformers/modeling_utils.py"
+      ],
+      "shared_directories": [
+        "tests/utils",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46207,
+          "right_pr_number": 46890,
+          "similarity": 0.575,
+          "content_similarity": 0.512,
+          "size_similarity": 0.5,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.827,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py",
+            "tests/utils/test_modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 44940,
+          "right_pr_number": 46207,
+          "similarity": 0.542,
+          "content_similarity": 0.453,
+          "size_similarity": 0.662,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.839,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py",
+            "tests/utils/test_modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 44940,
+          "right_pr_number": 46890,
+          "similarity": 0.506,
+          "content_similarity": 0.462,
+          "size_similarity": 0.331,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.988,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py",
+            "tests/utils/test_modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43997-3",
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@@ -3910,7 +3659,7 @@
         {
           "left_pr_number": 43997,
           "right_pr_number": 44019,
-          "similarity": 0.275,
+          "similarity": 0.276,
           "content_similarity": 0.025,
           "size_similarity": 0.722,
           "breadth_similarity": 1.0,
@@ -4025,7 +3774,7 @@
           "left_pr_number": 45720,
           "right_pr_number": 46196,
           "similarity": 0.393,
-          "content_similarity": 0.321,
+          "content_similarity": 0.322,
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           "breadth_similarity": 0.821,
           "concentration_similarity": 0.995,
@@ -4146,7 +3895,7 @@
         44682
       ],
       "representative_pr_number": 43656,
-      "average_similarity": 0.474,
+      "average_similarity": 0.473,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
@@ -4160,8 +3909,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 43842,
-          "similarity": 0.579,
-          "content_similarity": 0.565,
+          "similarity": 0.578,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4177,8 +3926,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 44682,
-          "similarity": 0.438,
-          "content_similarity": 0.487,
+          "similarity": 0.437,
+          "content_similarity": 0.485,
           "size_similarity": 0.048,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -4194,8 +3943,8 @@
         {
           "left_pr_number": 43842,
           "right_pr_number": 44682,
-          "similarity": 0.404,
-          "content_similarity": 0.447,
+          "similarity": 0.403,
+          "content_similarity": 0.445,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -4325,7 +4074,7 @@
         {
           "left_pr_number": 45649,
           "right_pr_number": 45655,
-          "similarity": 0.512,
+          "similarity": 0.513,
           "content_similarity": 0.351,
           "size_similarity": 0.778,
           "breadth_similarity": 1.0,
@@ -4383,8 +4132,8 @@
         {
           "left_pr_number": 45293,
           "right_pr_number": 46580,
-          "similarity": 0.546,
-          "content_similarity": 0.501,
+          "similarity": 0.543,
+          "content_similarity": 0.498,
           "size_similarity": 0.714,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.75,
@@ -4401,8 +4150,8 @@
         {
           "left_pr_number": 45293,
           "right_pr_number": 45317,
-          "similarity": 0.506,
-          "content_similarity": 0.352,
+          "similarity": 0.508,
+          "content_similarity": 0.355,
           "size_similarity": 0.741,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.972,
@@ -4433,6 +4182,86 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-32189-3",
+      "pr_numbers": [
+        32189,
+        42655,
+        46124
+      ],
+      "representative_pr_number": 42655,
+      "average_similarity": 0.423,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #42655.",
+      "shared_filenames": [
+        "src/transformers/generation/candidate_generator.py",
+        "tests/generation/test_utils.py",
+        "src/transformers/generation/utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/generation",
+        "src/transformers",
+        "src",
+        "tests/generation",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 32189,
+          "right_pr_number": 42655,
+          "similarity": 0.463,
+          "content_similarity": 0.501,
+          "size_similarity": 0.231,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.568,
+          "shared_filenames": [
+            "src/transformers/generation/candidate_generator.py",
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 42655,
+          "right_pr_number": 46124,
+          "similarity": 0.408,
+          "content_similarity": 0.462,
+          "size_similarity": 0.038,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.753,
+          "shared_filenames": [
+            "src/transformers/generation/candidate_generator.py",
+            "tests/generation/test_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "tests/generation",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 32189,
+          "right_pr_number": 46124,
+          "similarity": 0.397,
+          "content_similarity": 0.354,
+          "size_similarity": 0.165,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.815,
+          "shared_filenames": [
+            "src/transformers/generation/candidate_generator.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45709-3",
       "pr_numbers": [
@@ -4461,8 +4290,8 @@
         {
           "left_pr_number": 45742,
           "right_pr_number": 46211,
-          "similarity": 0.561,
-          "content_similarity": 0.498,
+          "similarity": 0.56,
+          "content_similarity": 0.497,
           "size_similarity": 0.963,
           "breadth_similarity": 0.25,
           "concentration_similarity": 0.852,
@@ -4561,7 +4390,7 @@
         {
           "left_pr_number": 44889,
           "right_pr_number": 44981,
-          "similarity": 0.394,
+          "similarity": 0.395,
           "content_similarity": 0.15,
           "size_similarity": 0.991,
           "breadth_similarity": 1.0,
@@ -4604,7 +4433,7 @@
         44550
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.368,
+      "average_similarity": 0.367,
       "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -4617,8 +4446,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.391,
-          "content_similarity": 0.13,
+          "similarity": 0.39,
+          "content_similarity": 0.129,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4633,8 +4462,8 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 44550,
-          "similarity": 0.361,
-          "content_similarity": 0.096,
+          "similarity": 0.36,
+          "content_similarity": 0.095,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4648,8 +4477,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44407,
-          "similarity": 0.352,
-          "content_similarity": 0.083,
+          "similarity": 0.351,
+          "content_similarity": 0.082,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4753,7 +4582,7 @@
         45645
       ],
       "representative_pr_number": 45639,
-      "average_similarity": 0.883,
+      "average_similarity": 0.884,
       "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `utils/notification_service.py`, `src/transformers/testing_utils.py`; representative PR #45639.",
       "shared_filenames": [
         "tests/utils/test_testing_utils.py",
@@ -4771,8 +4600,8 @@
         {
           "left_pr_number": 45639,
           "right_pr_number": 45645,
-          "similarity": 0.883,
-          "content_similarity": 0.894,
+          "similarity": 0.884,
+          "content_similarity": 0.895,
           "size_similarity": 0.918,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.898,
@@ -4850,26 +4679,26 @@
       ],
       "representative_pr_number": 43543,
       "average_similarity": 0.774,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/minimax_m2/modeling_minimax_m2.py`, `src/transformers/models/dbrx/modeling_dbrx.py`; representative PR #43543.",
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/minimax_m2/modeling_minimax_m2.py`; representative PR #43543.",
       "shared_filenames": [
         "src/transformers/models/jetmoe/modeling_jetmoe.py",
+        "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
         "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
+        "src/transformers/models/phimoe/modeling_phimoe.py",
         "src/transformers/models/dbrx/modeling_dbrx.py",
-        "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
         "src/transformers/models/flex_olmo/modeling_flex_olmo.py",
         "src/transformers/models/gpt_oss/modeling_gpt_oss.py",
-        "src/transformers/models/mixtral/modeling_mixtral.py",
-        "src/transformers/models/mixtral/modular_mixtral.py"
+        "src/transformers/models/mixtral/modeling_mixtral.py"
       ],
       "shared_directories": [
         "src/transformers/models/jetmoe",
-        "src/transformers/models/dbrx",
         "src/transformers/models/ernie4_5_moe",
         "src/transformers/models/phimoe",
+        "src/transformers/models/dbrx",
         "src/transformers/models/flex_olmo",
         "src/transformers/models/minimax_m2",
-        "src/transformers/models/gpt_oss",
-        "src/transformers/models/jamba"
+        "src/transformers/models/mixtral",
+        "src/transformers/models/qwen2_moe"
       ],
       "pairwise": [
         {
@@ -4944,39 +4773,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-46845-2",
-      "pr_numbers": [
-        46845,
-        46882
-      ],
-      "representative_pr_number": 46845,
-      "average_similarity": 0.749,
-      "summary": "2 open PRs share weighted file overlap around `tests/test_image_processing_common.py`; representative PR #46845.",
-      "shared_filenames": [
-        "tests/test_image_processing_common.py"
-      ],
-      "shared_directories": [
-        "tests"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 46845,
-          "right_pr_number": 46882,
-          "similarity": 0.749,
-          "content_similarity": 0.875,
-          "size_similarity": 0.426,
-          "breadth_similarity": 0.25,
-          "concentration_similarity": 0.953,
-          "shared_filenames": [
-            "tests/test_image_processing_common.py"
-          ],
-          "shared_directories": [
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44893-2",
       "pr_numbers": [
@@ -4984,7 +4780,7 @@
         46173
       ],
       "representative_pr_number": 44893,
-      "average_similarity": 0.738,
+      "average_similarity": 0.737,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.",
       "shared_filenames": [
         "src/transformers/cache_utils.py"
@@ -4997,8 +4793,8 @@
         {
           "left_pr_number": 44893,
           "right_pr_number": 46173,
-          "similarity": 0.738,
-          "content_similarity": 0.792,
+          "similarity": 0.737,
+          "content_similarity": 0.79,
           "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -5175,7 +4971,7 @@
           "left_pr_number": 43747,
           "right_pr_number": 45480,
           "similarity": 0.674,
-          "content_similarity": 0.625,
+          "content_similarity": 0.624,
           "size_similarity": 0.664,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.751,
@@ -5277,7 +5073,7 @@
           "left_pr_number": 43779,
           "right_pr_number": 43816,
           "similarity": 0.663,
-          "content_similarity": 0.679,
+          "content_similarity": 0.68,
           "size_similarity": 0.25,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -5299,7 +5095,7 @@
         46781
       ],
       "representative_pr_number": 43875,
-      "average_similarity": 0.638,
+      "average_similarity": 0.637,
       "summary": "2 open PRs share weighted file overlap around `tests/utils/test_cache_utils.py`, `src/transformers/cache_utils.py`; representative PR #43875.",
       "shared_filenames": [
         "tests/utils/test_cache_utils.py",
@@ -5315,8 +5111,8 @@
         {
           "left_pr_number": 43875,
           "right_pr_number": 46781,
-          "similarity": 0.638,
-          "content_similarity": 0.538,
+          "similarity": 0.637,
+          "content_similarity": 0.535,
           "size_similarity": 0.756,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.971,
@@ -5405,10 +5201,10 @@
           "left_pr_number": 45332,
           "right_pr_number": 45333,
           "similarity": 0.609,
-          "content_similarity": 0.646,
-          "size_similarity": 0.341,
+          "content_similarity": 0.644,
+          "size_similarity": 0.352,
           "breadth_similarity": 0.594,
-          "concentration_similarity": 0.926,
+          "concentration_similarity": 0.923,
           "shared_filenames": [
             "docs/source/en/_toctree.yml",
             "docs/source/en/heterogeneous_configurations.md",
@@ -5510,47 +5306,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-44940-2",
-      "pr_numbers": [
-        44940,
-        46207
-      ],
-      "representative_pr_number": 44940,
-      "average_similarity": 0.55,
-      "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.",
-      "shared_filenames": [
-        "tests/utils/test_modeling_utils.py",
-        "src/transformers/modeling_utils.py"
-      ],
-      "shared_directories": [
-        "tests/utils",
-        "src/transformers",
-        "tests",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 44940,
-          "right_pr_number": 46207,
-          "similarity": 0.55,
-          "content_similarity": 0.465,
-          "size_similarity": 0.662,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.839,
-          "shared_filenames": [
-            "src/transformers/modeling_utils.py",
-            "tests/utils/test_modeling_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-45541-2",
       "pr_numbers": [
@@ -5586,51 +5341,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-46730-2",
-      "pr_numbers": [
-        46730,
-        46879
-      ],
-      "representative_pr_number": 46730,
-      "average_similarity": 0.51,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/musicflamingo/modeling_musicflamingo.py`, `src/transformers/models/musicflamingo/modular_musicflamingo.py`, `src/transformers/models/udop/modeling_udop.py`; representative PR #46730.",
-      "shared_filenames": [
-        "src/transformers/models/musicflamingo/modeling_musicflamingo.py",
-        "src/transformers/models/musicflamingo/modular_musicflamingo.py",
-        "src/transformers/models/udop/modeling_udop.py"
-      ],
-      "shared_directories": [
-        "src/transformers/models/musicflamingo",
-        "src/transformers/models/udop",
-        "src/transformers/models",
-        "src/transformers",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 46730,
-          "right_pr_number": 46879,
-          "similarity": 0.51,
-          "content_similarity": 0.547,
-          "size_similarity": 0.243,
-          "breadth_similarity": 0.55,
-          "concentration_similarity": 0.712,
-          "shared_filenames": [
-            "src/transformers/models/musicflamingo/modeling_musicflamingo.py",
-            "src/transformers/models/musicflamingo/modular_musicflamingo.py",
-            "src/transformers/models/udop/modeling_udop.py"
-          ],
-          "shared_directories": [
-            "src/transformers/models/musicflamingo",
-            "src/transformers/models/udop",
-            "src/transformers/models",
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-45056-2",
       "pr_numbers": [
@@ -5675,7 +5385,7 @@
         46128
       ],
       "representative_pr_number": 45110,
-      "average_similarity": 0.5,
+      "average_similarity": 0.501,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/sam3_1_video/__init__.py`, `src/transformers/models/sam3_1_video/configuration_sam3_1_video.py`, `src/transformers/models/sam3_1_video/convert_sam3_1_video_to_hf.py`; representative PR #45110.",
       "shared_filenames": [
         "src/transformers/models/sam3_1_video/__init__.py",
@@ -5700,7 +5410,7 @@
         {
           "left_pr_number": 45110,
           "right_pr_number": 46128,
-          "similarity": 0.5,
+          "similarity": 0.501,
           "content_similarity": 0.439,
           "size_similarity": 0.443,
           "breadth_similarity": 0.84,
@@ -6237,7 +5947,7 @@
         46526
       ],
       "representative_pr_number": 41458,
-      "average_similarity": 0.43,
+      "average_similarity": 0.429,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/granitemoe/modular_granitemoe.py`, `src/transformers/models/granitemoe/modeling_granitemoe.py`, `src/transformers/models/granitemoeshared/modeling_granitemoeshared.py`; representative PR #41458.",
       "shared_filenames": [
         "src/transformers/models/granitemoe/modular_granitemoe.py",
@@ -6257,7 +5967,7 @@
         {
           "left_pr_number": 41458,
           "right_pr_number": 46526,
-          "similarity": 0.43,
+          "similarity": 0.429,
           "content_similarity": 0.465,
           "size_similarity": 0.024,
           "breadth_similarity": 0.646,
@@ -6286,7 +5996,7 @@
         46643
       ],
       "representative_pr_number": 42112,
-      "average_similarity": 0.427,
+      "average_similarity": 0.428,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`, `src/transformers/generation/utils.py`; representative PR #42112.",
       "shared_filenames": [
         "src/transformers/generation/logits_process.py",
@@ -6304,8 +6014,8 @@
         {
           "left_pr_number": 42112,
           "right_pr_number": 46643,
-          "similarity": 0.427,
-          "content_similarity": 0.47,
+          "similarity": 0.428,
+          "content_similarity": 0.471,
           "size_similarity": 0.029,
           "breadth_similarity": 0.521,
           "concentration_similarity": 0.841,
@@ -6331,7 +6041,7 @@
         46269
       ],
       "representative_pr_number": 46099,
-      "average_similarity": 0.413,
+      "average_similarity": 0.412,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/apertus/configuration_apertus.py`, `src/transformers/models/apertus/modular_apertus.py`, `src/transformers/models/arcee/modular_arcee.py`; representative PR #46099.",
       "shared_filenames": [
         "src/transformers/models/apertus/configuration_apertus.py",
@@ -6340,8 +6050,8 @@
         "src/transformers/models/cohere/configuration_cohere.py",
         "src/transformers/models/cohere2/configuration_cohere2.py",
         "src/transformers/models/cohere2/modular_cohere2.py",
-        "src/transformers/models/ernie4_5/configuration_ernie4_5.py",
-        "src/transformers/models/exaone4/configuration_exaone4.py"
+        "src/transformers/models/deepseek_v2/modular_deepseek_v2.py",
+        "src/transformers/models/ernie4_5/configuration_ernie4_5.py"
       ],
       "shared_directories": [
         "src/transformers/models/hyperclovax",
@@ -6357,8 +6067,8 @@
         {
           "left_pr_number": 46099,
           "right_pr_number": 46269,
-          "similarity": 0.413,
-          "content_similarity": 0.49,
+          "similarity": 0.412,
+          "content_similarity": 0.487,
           "size_similarity": 0.013,
           "breadth_similarity": 0.284,
           "concentration_similarity": 0.805,
@@ -6486,7 +6196,7 @@
         45783
       ],
       "representative_pr_number": 43446,
-      "average_similarity": 0.402,
+      "average_similarity": 0.403,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`, `src/transformers/models/fast_vlm/modular_fast_vlm.py`; representative PR #43446.",
       "shared_filenames": [
         "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
@@ -6512,7 +6222,7 @@
         {
           "left_pr_number": 43446,
           "right_pr_number": 45783,
-          "similarity": 0.402,
+          "similarity": 0.403,
           "content_similarity": 0.379,
           "size_similarity": 0.344,
           "breadth_similarity": 0.4,
@@ -6544,37 +6254,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-46501-2",
-      "pr_numbers": [
-        46501,
-        46503
-      ],
-      "representative_pr_number": 46501,
-      "average_similarity": 0.362,
-      "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46501.",
-      "shared_filenames": [],
-      "shared_directories": [
-        ".github/workflows",
-        ".github"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 46501,
-          "right_pr_number": 46503,
-          "similarity": 0.362,
-          "content_similarity": 0.089,
-          "size_similarity": 1.0,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
-          "shared_directories": [
-            ".github/workflows",
-            ".github"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44642-2",
       "pr_numbers": [
@@ -6612,6 +6291,37 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46501-2",
+      "pr_numbers": [
+        46501,
+        46503
+      ],
+      "representative_pr_number": 46501,
+      "average_similarity": 0.361,
+      "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46501.",
+      "shared_filenames": [],
+      "shared_directories": [
+        ".github/workflows",
+        ".github"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46501,
+          "right_pr_number": 46503,
+          "similarity": 0.361,
+          "content_similarity": 0.088,
+          "size_similarity": 1.0,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            ".github/workflows",
+            ".github"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43826-2",
       "pr_numbers": [
@@ -6645,6 +6355,39 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46319-2",
+      "pr_numbers": [
+        46319,
+        46889
+      ],
+      "representative_pr_number": 46319,
+      "average_similarity": 0.351,
+      "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46319.",
+      "shared_filenames": [],
+      "shared_directories": [
+        "docs/source/en",
+        "docs/source",
+        "docs"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46319,
+          "right_pr_number": 46889,
+          "similarity": 0.351,
+          "content_similarity": 0.078,
+          "size_similarity": 0.974,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45975-2",
       "pr_numbers": [
@@ -6652,7 +6395,7 @@
         46792
       ],
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