Refresh transformers dataset snapshot 20260717T000052Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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@@ -18905,14 +18944,14 @@
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@@ -18947,7 +18986,7 @@
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@@ -21775,6 +21757,63 @@
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@@ -23878,8 +23917,8 @@
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             "url": "https://github.com/huggingface/transformers/pull/47258",
-            "state": "open",
-            "merged": false,
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@@ -24579,12 +24618,12 @@
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       "repo_first_seen_at": "2026-07-15T21:33:52Z",
-      "repo_last_seen_at": "2026-07-15T21:33:52Z",
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@@ -24617,7 +24656,7 @@
           {
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-            "title": "Make Whisper mel magnitudes contiguous to avoid slow strided matmul on ROCm",
+            "title": "CPU can incur a slow path on non-contiguous magnitudes",
             "url": "https://github.com/huggingface/transformers/pull/47351",
             "state": "open",
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new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260716T120054Z`
-- Generated: `2026-07-16T12:02:47Z`
+- Snapshot: `20260717T000052Z`
+- Generated: `2026-07-17T00:03:55Z`
 - Activity window: `60d`
 - Contributors: `368`
 
@@ -11,10 +11,10 @@
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-02-05T12:51:57Z` | 142 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 121 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
-| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 112 | 7 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
+| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 113 | 7 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 110 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-07-19T13:27:51Z` | 101 | 0 | 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` | 82 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
+| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 83 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 71 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 60 | 2 | mixed | low | low | targets high-star repos |
 | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 56 | 1 | strong | low | low | targets high-star repos |
@@ -54,6 +54,7 @@
 | `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2022-10-14T20:02:21Z` | 8 | 1 | strong | low | low | high recent PR volume |
 | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2024-08-30T13:24:23Z` | 8 | 0 | n/a | n/a | n/a | summary unavailable |
 | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 8 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `SebTardif` | [profile](https://github.com/SebTardif) | no | CONTRIBUTOR | 5216d | `2026-05-19T17:17:53Z` | 8 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5087d | `2026-03-13T14:45:22Z` | 7 | 10 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `guarin` | [profile](https://github.com/guarin) | no | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 7 | 0 | strong | low | low | — |
 | `kpal002` | [profile](https://github.com/kpal002) | no | CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 7 | 0 | strong | moderate | low | high recent PR volume |
@@ -66,7 +67,6 @@
 | `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 |
-| `SebTardif` | [profile](https://github.com/SebTardif) | no | CONTRIBUTOR | 5216d | `2026-05-19T17:17:53Z` | 5 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `sridhar-3009` | [profile](https://github.com/sridhar-3009) | no | NONE | 1347d | `2026-07-10T04:10:03Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `Sriniketh24` | [profile](https://github.com/Sriniketh24) | no | CONTRIBUTOR | 609d | `2026-05-18T14:39:34Z` | 5 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3573d | `2026-04-02T19:05:35Z` | 4 | 0 | strong | low | low | targets high-star repos |
@@ -74,6 +74,7 @@
 | `muhamedfazalps` | [profile](https://github.com/muhamedfazalps) | no | CONTRIBUTOR | 1469d | `2026-06-23T06:57:49Z` | 4 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 4 | 0 | mixed | low | low | — |
 | `rodrigoheniquesouza` | [profile](https://github.com/rodrigoheniquesouza) | no | NONE | 19d | `2026-07-13T03:46:02Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
+| `samyuktahegde` | [profile](https://github.com/samyuktahegde) | no | CONTRIBUTOR | 3567d | `2026-07-06T07:32:26Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `ZAID646` | [profile](https://github.com/ZAID646) | no | FIRST_TIME_CONTRIBUTOR | 1315d | `2026-07-01T18:24:26Z` | 4 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `ldkhang1201` | [profile](https://github.com/ldkhang1201) | no | CONTRIBUTOR | 1377d | `2026-06-12T19:30:35Z` | 3 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
 | `MutugiD` | [profile](https://github.com/MutugiD) | no | FIRST_TIME_CONTRIBUTOR | 2310d | `2026-07-04T00:14:46Z` | 3 | 1 | strong | moderate | low | high recent PR volume |
@@ -86,7 +87,6 @@
 | `JemmaUZH` | [profile](https://github.com/JemmaUZH) | no | CONTRIBUTOR | 837d | `2026-06-09T15:51:29Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `praful-srinivasan-027` | [profile](https://github.com/praful-srinivasan-027) | no | CONTRIBUTOR | 469d | `2026-06-25T18:51:59Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Sahith59` | [profile](https://github.com/Sahith59) | no | FIRST_TIME_CONTRIBUTOR | 1626d | `2026-06-19T02:27:30Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `samyuktahegde` | [profile](https://github.com/samyuktahegde) | no | CONTRIBUTOR | 3567d | `2026-07-06T07:32:26Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `sarthak-ad011` | [profile](https://github.com/sarthak-ad011) | no | NONE | 328d | `2026-07-08T22:41:19Z` | 3 | 0 | mixed | moderate | low | young account; high recent PR volume |
 | `Snakinya` | [profile](https://github.com/Snakinya) | no | FIRST_TIME_CONTRIBUTOR | 2115d | `2026-06-08T10:08:10Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Sreekant13` | [profile](https://github.com/Sreekant13) | no | CONTRIBUTOR | 2339d | `2026-07-04T18:14:38Z` | 3 | 0 | mixed | high | medium | broad repo spread; high open PR share; no visible non-self stars |
@@ -146,6 +146,7 @@
 | `ZubairAli999` | [profile](https://github.com/ZubairAli999) | no | NONE | 1721d | `2026-07-07T09:31:21Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
 | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 3012d | `2025-12-02T16:00:11Z` | 19 | 7 | strong | high | low | high recent PR volume; broad repo spread; targets high-star repos |
 | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 9 | 0 | mixed | moderate | low | targets high-star repos |
+| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3267d | `2021-08-30T15:40:15Z` | 7 | 2 | strong | low | low | — |
 | `ydshieh2` | [profile](https://github.com/ydshieh2) | no | CONTRIBUTOR | 596d | `2025-06-12T08:51:40Z` | 7 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3900d | `2026-01-21T06:14:39Z` | 5 | 4 | weak | low | low | high open PR share; targets high-star repos |
@@ -164,7 +165,6 @@
 | `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 |
 | `joerowell` | [profile](https://github.com/joerowell) | no | CONTRIBUTOR | 3394d | `2026-04-28T08:24:28Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 2 | 0 | weak | low | low | no visible non-self stars; targets high-star repos |
 | `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 2 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
@@ -224,7 +224,7 @@
 | `ash01825` | [profile](https://github.com/ash01825) | no | FIRST_TIME_CONTRIBUTOR | 930d | `2026-06-13T15:51:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ashusnapx` | [profile](https://github.com/ashusnapx) | no | NONE | 2034d | `2026-07-09T00:36:56Z` | 1 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Ashutosh-177` | [profile](https://github.com/Ashutosh-177) | no | NONE | 978d | `2026-05-19T06:28:43Z` | 1 | 0 | mixed | moderate | low | high open PR share |
-| `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | FIRST_TIME_CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `AUTHENSOR` | [profile](https://github.com/AUTHENSOR) | no | FIRST_TIME_CONTRIBUTOR | 201d | `2026-07-10T04:12:27Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -290,7 +290,6 @@
 | `kurtmckee` | [profile](https://github.com/kurtmckee) | no | CONTRIBUTOR | 6391d | `2026-06-12T11:41:21Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars |
 | `labAxiaoming` | [profile](https://github.com/labAxiaoming) | no | FIRST_TIME_CONTRIBUTOR | 3144d | `2026-07-07T13:04:02Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `lakshmiprasanna07` | [profile](https://github.com/lakshmiprasanna07) | no | NONE | 1219d | `2026-07-03T19:17:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `lalitha2410` | [profile](https://github.com/lalitha2410) | no | FIRST_TIMER | 1043d | `2026-05-17T13:42:37Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `lanxuejin` | [profile](https://github.com/lanxuejin) | no | FIRST_TIME_CONTRIBUTOR | 2869d | `2026-06-04T12:32:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `lefft` | [profile](https://github.com/lefft) | no | CONTRIBUTOR | 3998d | `2026-07-10T21:40:09Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Lemniscate-world` | [profile](https://github.com/Lemniscate-world) | no | NONE | 1024d | `2026-06-09T11:39:04Z` | 1 | 0 | mixed | moderate | low | — |
@@ -319,6 +318,7 @@
 | `ndvbd` | [profile](https://github.com/ndvbd) | no | NONE | 5482d | `2026-06-16T08:24:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `NicolasHug` | [profile](https://github.com/NicolasHug) | no | CONTRIBUTOR | 5321d | `2026-06-08T11:13:46Z` | 1 | 0 | strong | moderate | low | extremely high recent PR volume |
 | `onuralpszr` | [profile](https://github.com/onuralpszr) | no | CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
+| `Osamaali313` | [profile](https://github.com/Osamaali313) | yes | FIRST_TIME_CONTRIBUTOR | 1845d | `2026-07-16T21:10:20Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `pablopupo` | [profile](https://github.com/pablopupo) | no | NONE | 1025d | `2026-07-11T20:34:13Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `pariidanDKE` | [profile](https://github.com/pariidanDKE) | no | CONTRIBUTOR | 2103d | `2026-07-07T19:10:11Z` | 1 | 0 | mixed | low | low | — |
 | `petecao` | [profile](https://github.com/petecao) | no | CONTRIBUTOR | 2982d | `2026-05-25T19:01:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -355,7 +355,7 @@
 | `skshmjn` | [profile](https://github.com/skshmjn) | no | CONTRIBUTOR | 2609d | `2026-05-31T07:49:22Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `smart8986` | [profile](https://github.com/smart8986) | no | CONTRIBUTOR | 2608d | `2026-07-13T03:38:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `snehasuman019` | [profile](https://github.com/snehasuman019) | no | NONE | 474d | `2026-05-29T16:36:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `snkii` | [profile](https://github.com/snkii) | no | FIRST_TIME_CONTRIBUTOR | 2654d | `2026-07-11T06:10:43Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `snkii` | [profile](https://github.com/snkii) | no | CONTRIBUTOR | 2654d | `2026-07-11T06:10:43Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `souvikDevloper` | [profile](https://github.com/souvikDevloper) | no | NONE | 1110d | `2026-07-12T05:49:14Z` | 1 | 0 | weak | moderate | low | high open PR share; 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 |
@@ -432,12 +432,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade)
 - repo first seen: `2026-01-21T16:52:29Z`
-- repo last seen: `2026-07-16T08:28:50Z`
+- repo last seen: `2026-07-16T16:22:44Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **119**
-- snapshot authored PRs/issues: **112 PRs / 7 issues**
-- snapshot discussion activity: **213 comments / 236 reviews / 212 review comments**
+- repo primary artifacts: **120**
+- snapshot authored PRs/issues: **113 PRs / 7 issues**
+- snapshot discussion activity: **218 comments / 236 reviews / 212 review comments**
 - account age: **5839 days**
 - recent public PR activity: **108 PRs** (92 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
 - public orgs: `AFPy`, `faitmain`, `circus-tent`
@@ -445,9 +445,9 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
-- [PR #47364: Fix model CI collated report machine type](https://github.com/huggingface/transformers/pull/47364) — open
+- [PR #47368: ci: Handle missing summaries in collated reports](https://github.com/huggingface/transformers/pull/47368) — open
+- [PR #47364: Fix Daily CI reporting issues](https://github.com/huggingface/transformers/pull/47364) — closed, merged
 - [PR #47362: ci: Handle empty GitHub token in CI run lookup](https://github.com/huggingface/transformers/pull/47362) — closed, merged
-- [PR #47360: CI: use transformers-ci daily workflow with OTEL](https://github.com/huggingface/transformers/pull/47360) — open
 - [Issue #47205: Standardize test image fixture loading for COCO images](https://github.com/huggingface/transformers/issues/47205) — open
 - [Issue #45458: Add typing support incrementally (meta issue)](https://github.com/huggingface/transformers/issues/45458) — closed
 - [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — closed
@@ -471,7 +471,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #47356: Fix model tests for tipsv2](https://github.com/huggingface/transformers/pull/47356) — open
+- [PR #47356: Fix model tests for tipsv2](https://github.com/huggingface/transformers/pull/47356) — closed, merged
 - [PR #47292: tipsv2_dpt: fix failing tests for XPU](https://github.com/huggingface/transformers/pull/47292) — open
 - [PR #47284: Fix failing tests for mimo_v2_flash](https://github.com/huggingface/transformers/pull/47284) — open
 - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
@@ -484,12 +484,12 @@ 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: `2024-07-19T13:27:51Z`
-- repo last seen: `2026-07-08T15:05:06Z`
+- repo last seen: `2026-07-16T13:44:24Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **101**
 - snapshot authored PRs/issues: **101 PRs / 0 issues**
-- snapshot discussion activity: **700 comments / 1150 reviews / 2448 review comments**
+- snapshot discussion activity: **708 comments / 1162 reviews / 2457 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`
@@ -507,11 +507,11 @@ 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: `2026-07-15T21:08:23Z`
+- repo last seen: `2026-07-16T20:22:29Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **84**
-- snapshot authored PRs/issues: **82 PRs / 2 issues**
+- repo primary artifacts: **85**
+- snapshot authored PRs/issues: **83 PRs / 2 issues**
 - snapshot discussion activity: **42 comments / 191 reviews / 319 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%**)
@@ -520,9 +520,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #47350: [docs] Inkling](https://github.com/huggingface/transformers/pull/47350) — open
+- [PR #47374: [docs] Exporters](https://github.com/huggingface/transformers/pull/47374) — open
+- [PR #47350: [docs] Inkling](https://github.com/huggingface/transformers/pull/47350) — closed, merged
 - [PR #47345: [docs] FlashAttention kernel fallback](https://github.com/huggingface/transformers/pull/47345) — closed, merged
-- [PR #47327: [docs] Improve CLI copy](https://github.com/huggingface/transformers/pull/47327) — open
 - [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
 
@@ -532,12 +532,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-07-16T07:16:39Z`
+- repo last seen: `2026-07-16T14:58:04Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **75**
 - snapshot authored PRs/issues: **71 PRs / 4 issues**
-- snapshot discussion activity: **206 comments / 780 reviews / 1546 review comments**
+- snapshot discussion activity: **206 comments / 781 reviews / 1547 review comments**
 - account age: **2590 days**
 - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
 - public orgs: none visible
@@ -558,12 +558,12 @@ 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: `2026-07-16T09:37:49Z`
+- repo last seen: `2026-07-16T19:09:20Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **62**
 - snapshot authored PRs/issues: **60 PRs / 2 issues**
-- snapshot discussion activity: **798 comments / 1505 reviews / 6077 review comments**
+- snapshot discussion activity: **811 comments / 1525 reviews / 6153 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
@@ -632,12 +632,12 @@ 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: `2026-07-16T12:01:00Z`
+- repo last seen: `2026-07-16T12:08:07Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **49**
 - snapshot authored PRs/issues: **49 PRs / 0 issues**
-- snapshot discussion activity: **927 comments / 360 reviews / 238 review comments**
+- snapshot discussion activity: **927 comments / 361 reviews / 239 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`
@@ -703,12 +703,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharshaljanjani)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharshaljanjani)
 - repo first seen: `2025-09-17T20:29:13Z`
-- repo last seen: `2026-07-15T07:53:49Z`
+- repo last seen: `2026-07-16T14:10:20Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **57**
 - snapshot authored PRs/issues: **37 PRs / 20 issues**
-- snapshot discussion activity: **116 comments / 148 reviews / 148 review comments**
+- snapshot discussion activity: **117 comments / 163 reviews / 163 review comments**
 - account age: **1961 days**
 - recent public PR activity: **18 PRs** (15 merged / 0 closed-unmerged / 3 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: none visible
@@ -729,12 +729,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aitazap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aitazap)
 - repo first seen: `2024-10-21T07:08:47Z`
-- repo last seen: `2026-07-15T08:48:07Z`
+- repo last seen: `2026-07-16T14:53:31Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **37**
 - snapshot authored PRs/issues: **37 PRs / 0 issues**
-- snapshot discussion activity: **71 comments / 79 reviews / 50 review comments**
+- snapshot discussion activity: **71 comments / 81 reviews / 52 review comments**
 - account age: **3139 days**
 - recent public PR activity: **20 PRs** (10 merged / 5 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**)
 - public orgs: none visible
@@ -752,12 +752,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
 - repo first seen: `2025-07-04T08:41:29Z`
-- repo last seen: `2026-07-16T07:32:02Z`
+- repo last seen: `2026-07-16T18:38:49Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **40**
 - snapshot authored PRs/issues: **36 PRs / 4 issues**
-- snapshot discussion activity: **87 comments / 542 reviews / 497 review comments**
+- snapshot discussion activity: **87 comments / 544 reviews / 499 review comments**
 - account age: **2354 days**
 - recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
 - public orgs: `huggingface`, `Chouafa`
@@ -897,12 +897,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
 - repo first seen: `2024-12-13T13:39:10Z`
-- repo last seen: `2026-07-16T03:32:44Z`
+- repo last seen: `2026-07-16T23:51:03Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **42**
 - snapshot authored PRs/issues: **27 PRs / 15 issues**
-- snapshot discussion activity: **52 comments / 53 reviews / 53 review comments**
+- snapshot discussion activity: **60 comments / 53 reviews / 53 review comments**
 - account age: **2692 days**
 - recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
 - public orgs: `huggingface`
@@ -1008,7 +1008,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
-- [PR #47363: Fix TimesFM 2.5 window_size AttributeError](https://github.com/huggingface/transformers/pull/47363) — open
+- [PR #47363: Fix TimesFM 2.5 window_size AttributeError](https://github.com/huggingface/transformers/pull/47363) — closed, merged
 - [PR #47297: [DeepSpeed] Composite models are not initialized correctly under ZeRO-3](https://github.com/huggingface/transformers/pull/47297) — open, draft
 - [PR #47295: [DiffusionGemma] Cast the decoder padding mask to bool](https://github.com/huggingface/transformers/pull/47295) — open
 
@@ -1111,12 +1111,12 @@ 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: `2026-07-16T10:47:20Z`
+- repo last seen: `2026-07-16T17:07:54Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **15**
 - snapshot authored PRs/issues: **15 PRs / 0 issues**
-- snapshot discussion activity: **87 comments / 419 reviews / 1078 review comments**
+- snapshot discussion activity: **91 comments / 426 reviews / 1127 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`
@@ -1370,12 +1370,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akylesayrs)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akylesayrs)
 - repo first seen: `2025-07-28T19:40:18Z`
-- repo last seen: `2026-07-15T07:15:24Z`
+- repo last seen: `2026-07-16T14:52:16Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **8 PRs / 2 issues**
-- snapshot discussion activity: **6 comments / 13 reviews / 16 review comments**
+- snapshot discussion activity: **7 comments / 13 reviews / 16 review comments**
 - account age: **3784 days**
 - recent public PR activity: **65 PRs** (35 merged / 2 closed-unmerged / 28 open; merged rate **54%**, closed-unmerged rate **3%**, open rate **43%**)
 - public orgs: none visible
@@ -1395,12 +1395,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
 - repo first seen: `2022-10-14T20:02:21Z`
-- repo last seen: `2026-07-16T08:26:34Z`
+- repo last seen: `2026-07-16T17:58:43Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **8 PRs / 1 issues**
-- snapshot discussion activity: **7 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **8 comments / 4 reviews / 4 review comments**
 - account age: **1735 days**
 - recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
 - public orgs: none visible
@@ -1460,6 +1460,29 @@ Example artifacts:
 - [PR #46604: [Mistral] Add tekken tokenizer detection, conversion, and save utilities](https://github.com/huggingface/transformers/pull/46604) — open, draft
 - [PR #46603: [Mistral] Move MistralConverter into integrations/mistral/ package](https://github.com/huggingface/transformers/pull/46603) — open
 
+### `SebTardif`
+
+- profile: [github.com/SebTardif](https://github.com/SebTardif)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASebTardif)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASebTardif)
+- repo first seen: `2026-05-19T17:17:53Z`
+- repo last seen: `2026-07-16T13:46:44Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **8 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **5216 days**
+- recent public PR activity: **206 PRs** (55 merged / 59 closed-unmerged / 92 open; merged rate **27%**, closed-unmerged rate **29%**, open rate **45%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #47372: Accept legacy list special_tokens in _set_model_specific_special_tokens](https://github.com/huggingface/transformers/pull/47372) — open
+- [PR #47371: Make non-blocking serve uvicorn thread a daemon with force_exit](https://github.com/huggingface/transformers/pull/47371) — open
+- [PR #47370: Preserve exception cause when hub kernel loading fails](https://github.com/huggingface/transformers/pull/47370) — open
+
 ### `dacorvo`
 
 - profile: [github.com/dacorvo](https://github.com/dacorvo)
@@ -1716,7 +1739,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #46824: fix: update tokenizers version range to include stable 0.23.1](https://github.com/huggingface/transformers/pull/46824) — closed
-- [PR #46696: Fix inverted is_tracing condition causing FA2 long-context decode regression](https://github.com/huggingface/transformers/pull/46696) — open
+- [PR #46696: Fix inverted is_tracing condition causing FA2 long-context decode regression](https://github.com/huggingface/transformers/pull/46696) — closed
 - [PR #46631: fix: beam search cache reorder for non-standard caches (Mamba, RWKV, …](https://github.com/huggingface/transformers/pull/46631) — closed
 
 ### `McPatate`
@@ -1742,29 +1765,6 @@ Example artifacts:
 - [PR #46523: feat: bump safetensors to `0.8.0`](https://github.com/huggingface/transformers/pull/46523) — closed, merged
 - [PR #46239: fix: cache warmup `RuntimeError` on mps](https://github.com/huggingface/transformers/pull/46239) — closed, merged
 
-### `SebTardif`
-
-- profile: [github.com/SebTardif](https://github.com/SebTardif)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASebTardif)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASebTardif)
-- repo first seen: `2026-05-19T17:17:53Z`
-- repo last seen: `2026-07-04T14:24:22Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **5216 days**
-- recent public PR activity: **206 PRs** (55 merged / 59 closed-unmerged / 92 open; merged rate **27%**, closed-unmerged rate **29%**, open rate **45%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #47069: fix: allow num_labels property to return None when id2label is unset](https://github.com/huggingface/transformers/pull/47069) — open
-- [PR #46288: Export is_falcon_mamba_ssm_available from utils](https://github.com/huggingface/transformers/pull/46288) — closed
-- [PR #46263: Replace assert with raise ImportError for optuna/ray dependency checks](https://github.com/huggingface/transformers/pull/46263) — closed, merged
-
 ### `sridhar-3009`
 
 - profile: [github.com/sridhar-3009](https://github.com/sridhar-3009)
@@ -1926,6 +1926,29 @@ Example artifacts:
 - [PR #47287: Fix NaN loss in metrics when eval dataset produces no losses](https://github.com/huggingface/transformers/pull/47287) — closed
 - [PR #47286: Fix pad_token_id=0 silently replaced by eos_token_id in beam search](https://github.com/huggingface/transformers/pull/47286) — closed
 
+### `samyuktahegde`
+
+- profile: [github.com/samyuktahegde](https://github.com/samyuktahegde)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asamyuktahegde)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asamyuktahegde)
+- repo first seen: `2026-07-06T07:32:26Z`
+- repo last seen: `2026-07-16T13:21:06Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **3567 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 #47369: [docs] Fix decode examples and expected output in fast_tokenizers](https://github.com/huggingface/transformers/pull/47369) — open
+- [PR #47239: Clarify extra_special_tokens documentation to match the example](https://github.com/huggingface/transformers/pull/47239) — closed
+- [PR #47136: Clarify input device placement in the Quicktour inference example](https://github.com/huggingface/transformers/pull/47136) — closed, merged
+
 ### `ZAID646`
 
 - profile: [github.com/ZAID646](https://github.com/ZAID646)
@@ -2003,12 +2026,12 @@ 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: `2026-07-02T12:05:08Z`
+- repo last seen: `2026-07-16T13:43:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **3 PRs / 1 issues**
-- snapshot discussion activity: **11 comments / 25 reviews / 38 review comments**
+- snapshot discussion activity: **11 comments / 26 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`
@@ -2205,29 +2228,6 @@ Example artifacts:
 - [PR #46780: [RT-DETRv2] Fix MPS crash in build_2d_sinusoidal_position_embedding (float64 → dtype)](https://github.com/huggingface/transformers/pull/46780) — open
 - [PR #46761: [Whisper] Add Unpack[TransformersKwargs] to forward() and set use_cache=False when labels provided](https://github.com/huggingface/transformers/pull/46761) — open
 
-### `samyuktahegde`
-
-- profile: [github.com/samyuktahegde](https://github.com/samyuktahegde)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asamyuktahegde)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asamyuktahegde)
-- repo first seen: `2026-07-06T07:32:26Z`
-- repo last seen: `2026-07-14T07:29:12Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3567 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 #47239: Clarify extra_special_tokens documentation to match the example](https://github.com/huggingface/transformers/pull/47239) — closed
-- [PR #47136: Clarify input device placement in the Quicktour inference example](https://github.com/huggingface/transformers/pull/47136) — closed, merged
-- [PR #47098: Fix grammar in PreTrainedConfig description](https://github.com/huggingface/transformers/pull/47098) — closed
-
 ### `sarthak-ad011`
 
 - profile: [github.com/sarthak-ad011](https://github.com/sarthak-ad011)
@@ -2482,7 +2482,7 @@ Example artifacts:
 - [PR #46514: Honor a concrete dtype in AutoModel for composite checkpoints](https://github.com/huggingface/transformers/pull/46514) — closed, merged
 - [PR #45852: Fix slow Trainer path with 4D attention mask](https://github.com/huggingface/transformers/pull/45852) — closed, merged
 - [Issue #46723: Several models hardcode `torch.float64` in their forward pass, crashing on MPS (Apple Silicon)](https://github.com/huggingface/transformers/issues/46723) — open
-- [Issue #46512: from_config(dtype=...) builds weights in the requested dtype but leaves model.config.dtype stale](https://github.com/huggingface/transformers/issues/46512) — open
+- [Issue #46512: from_config(dtype=...) builds weights in the requested dtype but leaves model.config.dtype stale](https://github.com/huggingface/transformers/issues/46512) — closed
 - [Issue #46459: `dtype` is silently ignored when loading composite (multimodal) checkpoints through AutoModelForCausalLM (affects all Qwen3.5 repos)](https://github.com/huggingface/transformers/issues/46459) — closed
 
 ### `merveenoyan`
@@ -3537,7 +3537,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
-- [PR #46766: [`peft`] Support key_mapping with PEFT models](https://github.com/huggingface/transformers/pull/46766) — open
+- [PR #46766: [`peft`] Support key_mapping with PEFT models](https://github.com/huggingface/transformers/pull/46766) — closed, merged
 - [PR #45457: Allow loading Qwen Thinker 'base' models without generative head](https://github.com/huggingface/transformers/pull/45457) — closed, merged
 - [PR #45455: [`fix`] Make Qwen2_5OmniProcessor warning a lot less noisy via warning_once](https://github.com/huggingface/transformers/pull/45455) — closed, merged
 - [Issue #46597: [`docs`] PULL_REQUEST_TEMPLATE.md has broken link to non-existent CONTRIBUTING.md section](https://github.com/huggingface/transformers/issues/46597) — closed
@@ -3567,6 +3567,31 @@ Example artifacts:
 - [PR #45838: [Model] Add PP-OCRv6 Models Support](https://github.com/huggingface/transformers/pull/45838) — closed, merged
 - [PR #45626: [Model] Add PP-FormulaNet Model Support](https://github.com/huggingface/transformers/pull/45626) — closed, merged
 
+### `LysandreJik`
+
+- profile: [github.com/LysandreJik](https://github.com/LysandreJik)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALysandreJik)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALysandreJik)
+- repo first seen: `2021-08-30T15:40:15Z`
+- repo last seen: `2026-07-16T13:06:00Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **9**
+- snapshot authored PRs/issues: **7 PRs / 2 issues**
+- snapshot discussion activity: **22 comments / 37 reviews / 52 review comments**
+- account age: **3267 days**
+- recent public PR activity: **8 PRs** (7 merged / 0 closed-unmerged / 1 open; merged rate **88%**, closed-unmerged rate **0%**, open rate **12%**)
+- public orgs: `conda-forge`, `huggingface`, `ProjectBlackFalcon`, `PyTorch-Community-Voices`, `PyTorch-GitHub-Badge-Ecosystem-Day`, `Hugging-Face-Supporter`, `Hugging-Face-Helping-Hand`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #47367: Clarify device placement in pipelines](https://github.com/huggingface/transformers/pull/47367) — open
+- [PR #45604: Agent first cli with skill](https://github.com/huggingface/transformers/pull/45604) — open, draft
+- [PR #45218: Proposal: Agent-first CLI](https://github.com/huggingface/transformers/pull/45218) — open, draft
+- [Issue #43489: Transformers' version 5 is out!](https://github.com/huggingface/transformers/issues/43489) — closed
+- [Issue #40822: Welcome v5](https://github.com/huggingface/transformers/issues/40822) — closed
+
 ### `ydshieh2`
 
 - profile: [github.com/ydshieh2](https://github.com/ydshieh2)
@@ -3980,28 +4005,6 @@ Example artifacts:
 - [PR #46787: [Feature] Add HumanV model architecture](https://github.com/huggingface/transformers/pull/46787) — closed
 - [PR #42982: Add HumanV: decoder-only causal LM](https://github.com/huggingface/transformers/pull/42982) — closed
 
-### `Jeevang1-epic`
-
-- profile: [github.com/Jeevang1-epic](https://github.com/Jeevang1-epic)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJeevang1-epic)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJeevang1-epic)
-- repo first seen: `2026-04-24T19:22:05Z`
-- repo last seen: `2026-05-17T16:45:05Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 1 reviews / 1 review comments**
-- account age: **207 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 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: **young account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #46014: Fix cache collision 45632(NaNs in classification heads upon checkout + init)](https://github.com/huggingface/transformers/pull/46014) — closed
-- [PR #45642: Fix trust_remote_code local cache collisions for local models (#45632)](https://github.com/huggingface/transformers/pull/45642) — closed, merged
-
 ### `joerowell`
 
 - profile: [github.com/joerowell](https://github.com/joerowell)
@@ -4322,12 +4325,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aabcgco)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aabcgco)
 - repo first seen: `2026-07-05T12:41:27Z`
-- repo last seen: `2026-07-15T19:33:39Z`
+- repo last seen: `2026-07-16T17:03:11Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 14 reviews / 14 review comments**
+- snapshot discussion activity: **1 comments / 27 reviews / 27 review comments**
 - account age: **2524 days**
 - recent public PR activity: **8 PRs** (1 merged / 2 closed-unmerged / 5 open; merged rate **12%**, closed-unmerged rate **25%**, open rate **62%**)
 - public orgs: none visible
@@ -5040,12 +5043,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aajayraj30002)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aajayraj30002)
 - repo first seen: `2026-07-15T17:16:49Z`
-- repo last seen: `2026-07-15T17:48:53Z`
+- repo last seen: `2026-07-16T15:09:48Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **186 days**
 - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
@@ -5294,7 +5297,7 @@ Example artifacts:
 - repo first seen: `2026-07-08T22:49:00Z`
 - repo last seen: `2026-07-08T22:49:00Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- 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**
@@ -5305,7 +5308,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #47181: Add Cosmos3 Edge model support](https://github.com/huggingface/transformers/pull/47181) — open
+- [PR #47181: Add Cosmos3 Edge model support](https://github.com/huggingface/transformers/pull/47181) — closed, merged
 
 ### `atri2549`
 
@@ -6237,12 +6240,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharryjulian)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharryjulian)
 - repo first seen: `2026-07-07T15:04:12Z`
-- repo last seen: `2026-07-16T10:22:53Z`
+- repo last seen: `2026-07-16T13:57:04Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 9 reviews / 9 review comments**
+- snapshot discussion activity: **0 comments / 11 reviews / 11 review comments**
 - account age: **1554 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
@@ -6250,7 +6253,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #47143: Add support for NeuCodec](https://github.com/huggingface/transformers/pull/47143) — open, draft
+- [PR #47143: Add support for NeuCodec](https://github.com/huggingface/transformers/pull/47143) — open
 
 ### `hashwnath`
 
@@ -6636,12 +6639,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AlabAxiaoming)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AlabAxiaoming)
 - repo first seen: `2026-07-07T13:04:02Z`
-- repo last seen: `2026-07-09T09:11:33Z`
+- repo last seen: `2026-07-16T14:47:32Z`
 - 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: **4 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
 - account age: **3144 days**
 - recent public PR activity: **8 PRs** (1 merged / 1 closed-unmerged / 6 open; merged rate **12%**, closed-unmerged rate **12%**, open rate **75%**)
 - public orgs: none visible
@@ -6672,27 +6675,6 @@ Example artifacts:
 Example artifacts:
 - [PR #47084: Add eval_epochs to TrainingArguments to support evaluating every N epochs](https://github.com/huggingface/transformers/pull/47084) — closed
 
-### `lalitha2410`
-
-- profile: [github.com/lalitha2410](https://github.com/lalitha2410)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alalitha2410)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alalitha2410)
-- repo first seen: `2026-05-17T13:42:37Z`
-- repo last seen: `2026-05-18T05:29:23Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIMER**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1043 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 #46012: fix: handle OOV token ids gracefully in convert_ids_to_tokens](https://github.com/huggingface/transformers/pull/46012) — closed
-
 ### `lanxuejin`
 
 - profile: [github.com/lanxuejin](https://github.com/lanxuejin)
@@ -7281,6 +7263,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46312: docs: 🌐 add Turkish translation for README file](https://github.com/huggingface/transformers/pull/46312) — closed, merged
 
+### `Osamaali313`
+
+- profile: [github.com/Osamaali313](https://github.com/Osamaali313)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AOsamaali313)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AOsamaali313)
+- repo first seen: `2026-07-16T21:10:20Z`
+- repo last seen: `2026-07-16T21:27:43Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **1845 days**
+- recent public PR activity: **155 PRs** (46 merged / 16 closed-unmerged / 93 open; merged rate **30%**, closed-unmerged rate **10%**, open rate **60%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #47376: Fix torch_float casting to int instead of float](https://github.com/huggingface/transformers/pull/47376) — open
+
 ### `pablopupo`
 
 - profile: [github.com/pablopupo](https://github.com/pablopupo)
@@ -8045,7 +8048,7 @@ Example artifacts:
 - repo first seen: `2026-07-11T06:10:43Z`
 - repo last seen: `2026-07-11T06:10:43Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- 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**
@@ -8056,7 +8059,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #47258: [AudioFlamingo3] Fix bfloat16 dtype mismatch in audio encoder positional embedding](https://github.com/huggingface/transformers/pull/47258) — open
+- [PR #47258: [AudioFlamingo3] Fix bfloat16 dtype mismatch in audio encoder positional embedding](https://github.com/huggingface/transformers/pull/47258) — closed, merged
 
 ### `someaka`
 
@@ -8316,12 +8319,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avbayanag)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avbayanag)
 - repo first seen: `2026-07-15T21:33:52Z`
-- repo last seen: `2026-07-15T21:33:52Z`
+- repo last seen: `2026-07-16T20:58:32Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **1008 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -8329,7 +8332,7 @@ Example artifacts:
 - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #47351: Make Whisper mel magnitudes contiguous to avoid slow strided matmul on ROCm](https://github.com/huggingface/transformers/pull/47351) — open
+- [PR #47351: CPU can incur a slow path on non-contiguous magnitudes](https://github.com/huggingface/transformers/pull/47351) — open
 
 ### `W-Akrabi`
 

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+          "shared_directories": [
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+            "src/transformers",
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+        42976,
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+      "representative_pr_number": 47208,
+      "average_similarity": 0.564,
+      "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 #47208.",
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+        ".github/workflows/build-docker-images.yml",
+        ".github/workflows/build-nightly-ci-docker-images.yml",
+        ".github/workflows/build-past-ci-docker-images.yml",
+        ".github/workflows/release-conda.yml",
+        ".github/workflows/build-ci-docker-images.yml",
+        ".github/workflows/benchmark.yml",
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+          "shared_filenames": [
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+            ".github/workflows/benchmark.yml",
+            ".github/workflows/benchmark_v2.yml",
+            ".github/workflows/build-ci-docker-images.yml",
+            ".github/workflows/build-docker-images.yml",
+            ".github/workflows/build-nightly-ci-docker-images.yml",
+            ".github/workflows/build-past-ci-docker-images.yml",
+            ".github/workflows/check_failed_tests.yml",
+            ".github/workflows/check_tiny_models.yml"
+          ],
+          "shared_directories": [
+            ".github/workflows",
+            ".github"
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+        },
+        {
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+          "right_pr_number": 45077,
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+          "size_similarity": 0.731,
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+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+            ".github/workflows/build-ci-docker-images.yml",
+            ".github/workflows/build-docker-images.yml",
             ".github/workflows/build-nightly-ci-docker-images.yml",
             ".github/workflows/build-past-ci-docker-images.yml",
             ".github/workflows/check_tiny_models.yml",
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@@ -3045,7 +3008,7 @@
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           "breadth_similarity": 0.833,
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@@ -3070,7 +3033,7 @@
           "left_pr_number": 42976,
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@@ -3089,8 +3052,8 @@
         {
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           "breadth_similarity": 0.606,
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@@ -3132,7 +3095,7 @@
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@@ -3196,7 +3159,7 @@
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@@ -3218,7 +3181,124 @@
           "breadth_similarity": 0.5,
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           "shared_filenames": [
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+        }
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+        44547,
+        46013
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+      "representative_pr_number": 43549,
+      "average_similarity": 0.539,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
+      "shared_filenames": [
+        "src/transformers/modeling_flash_attention_utils.py"
+      ],
+      "shared_directories": [
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+        {
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+          "shared_directories": [
+            "src/transformers",
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+        },
+        {
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+          "shared_filenames": [
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+          ],
+          "shared_directories": [
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+        },
+        {
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+        },
+        {
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+          "size_similarity": 0.16,
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@@ -3346,7 +3426,7 @@
         {
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@@ -3394,7 +3474,7 @@
         47017
       ],
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       "summary": "4 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45293.",
       "shared_filenames": [
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@@ -3414,7 +3494,7 @@
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           "concentration_similarity": 0.784,
@@ -3523,123 +3603,116 @@
       ]
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     {
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-      "average_similarity": 0.422,
-      "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
+      "representative_pr_number": 45541,
+      "average_similarity": 0.386,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.",
       "shared_filenames": [
-        "src/transformers/cli/serve.py"
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@@ -3655,7 +3728,7 @@
         47301
       ],
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       "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
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       "shared_directories": [
@@ -3668,8 +3741,8 @@
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@@ -3684,8 +3757,8 @@
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@@ -3699,8 +3772,8 @@
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@@ -3714,8 +3787,8 @@
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@@ -3729,8 +3802,8 @@
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@@ -3744,8 +3817,8 @@
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@@ -3767,7 +3840,7 @@
         47304
       ],
       "representative_pr_number": 46319,
-      "average_similarity": 0.356,
+      "average_similarity": 0.355,
       "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46319.",
       "shared_filenames": [],
       "shared_directories": [
@@ -3778,10 +3851,10 @@
       "pairwise": [
         {
           "left_pr_number": 46319,
-          "right_pr_number": 47304,
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-          "content_similarity": 0.098,
-          "size_similarity": 0.946,
+          "right_pr_number": 47212,
+          "similarity": 0.359,
+          "content_similarity": 0.09,
+          "size_similarity": 0.974,
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           "concentration_similarity": 1.0,
           "shared_filenames": [],
@@ -3793,10 +3866,10 @@
         },
         {
           "left_pr_number": 46319,
-          "right_pr_number": 47212,
-          "similarity": 0.36,
-          "content_similarity": 0.092,
-          "size_similarity": 0.974,
+          "right_pr_number": 47304,
+          "similarity": 0.359,
+          "content_similarity": 0.096,
+          "size_similarity": 0.946,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [],
@@ -3809,8 +3882,8 @@
         {
           "left_pr_number": 46889,
           "right_pr_number": 47212,
-          "similarity": 0.356,
-          "content_similarity": 0.081,
+          "similarity": 0.355,
+          "content_similarity": 0.079,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3824,8 +3897,8 @@
         {
           "left_pr_number": 47212,
           "right_pr_number": 47304,
-          "similarity": 0.356,
-          "content_similarity": 0.098,
+          "similarity": 0.355,
+          "content_similarity": 0.095,
           "size_similarity": 0.921,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3839,8 +3912,8 @@
         {
           "left_pr_number": 46319,
           "right_pr_number": 46889,
-          "similarity": 0.353,
-          "content_similarity": 0.081,
+          "similarity": 0.352,
+          "content_similarity": 0.08,
           "size_similarity": 0.974,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3854,8 +3927,8 @@
         {
           "left_pr_number": 46889,
           "right_pr_number": 47304,
-          "similarity": 0.349,
-          "content_similarity": 0.086,
+          "similarity": 0.347,
+          "content_similarity": 0.085,
           "size_similarity": 0.921,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4044,90 +4117,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-46567-3",
-      "pr_numbers": [
-        46567,
-        47140,
-        47303
-      ],
-      "representative_pr_number": 47140,
-      "average_similarity": 0.834,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/chat.py`, `tests/cli/test_chat.py`; representative PR #47140.",
-      "shared_filenames": [
-        "src/transformers/cli/chat.py",
-        "tests/cli/test_chat.py"
-      ],
-      "shared_directories": [
-        "src/transformers/cli",
-        "tests/cli",
-        "src/transformers",
-        "tests",
-        "src"
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-      "pairwise": [
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-          "right_pr_number": 47303,
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-          "content_similarity": 0.888,
-          "size_similarity": 0.562,
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-          "concentration_similarity": 0.949,
-          "shared_filenames": [
-            "src/transformers/cli/chat.py",
-            "tests/cli/test_chat.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "tests/cli",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 46567,
-          "right_pr_number": 47140,
-          "similarity": 0.85,
-          "content_similarity": 0.809,
-          "size_similarity": 0.963,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.796,
-          "shared_filenames": [
-            "src/transformers/cli/chat.py",
-            "tests/cli/test_chat.py"
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-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "tests/cli",
-            "src",
-            "tests"
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-          "content_similarity": 0.813,
-          "size_similarity": 0.584,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.847,
-          "shared_filenames": [
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-            "tests/cli/test_chat.py"
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-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "tests/cli",
-            "src",
-            "tests"
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-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-46848-3",
       "pr_numbers": [
@@ -4188,94 +4177,14 @@
           "content_similarity": 0.834,
           "size_similarity": 0.022,
           "breadth_similarity": 0.5,
-          "concentration_similarity": 0.978,
-          "shared_filenames": [
-            "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py"
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-          "shared_directories": [
-            "tests/models/minimax_m3_vl",
-            "tests/models",
-            "tests"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-46834-3",
-      "pr_numbers": [
-        46834,
-        46942,
-        47363
-      ],
-      "representative_pr_number": 46834,
-      "average_similarity": 0.604,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/timesfm2_5/modular_timesfm2_5.py`, `src/transformers/models/timesfm2_5/modeling_timesfm2_5.py`; representative PR #46834.",
-      "shared_filenames": [
-        "src/transformers/models/timesfm2_5/modular_timesfm2_5.py",
-        "src/transformers/models/timesfm2_5/modeling_timesfm2_5.py"
-      ],
-      "shared_directories": [
-        "src/transformers/models/timesfm2_5",
-        "src/transformers/models",
-        "src/transformers",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 46834,
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-          "similarity": 0.699,
-          "content_similarity": 0.737,
-          "size_similarity": 0.222,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/models/timesfm2_5/modeling_timesfm2_5.py",
-            "src/transformers/models/timesfm2_5/modular_timesfm2_5.py"
-          ],
-          "shared_directories": [
-            "src/transformers/models/timesfm2_5",
-            "src/transformers/models",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 46834,
-          "right_pr_number": 46942,
-          "similarity": 0.604,
-          "content_similarity": 0.481,
-          "size_similarity": 0.778,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/models/timesfm2_5/modeling_timesfm2_5.py",
-            "src/transformers/models/timesfm2_5/modular_timesfm2_5.py"
-          ],
-          "shared_directories": [
-            "src/transformers/models/timesfm2_5",
-            "src/transformers/models",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 46942,
-          "right_pr_number": 47363,
-          "similarity": 0.511,
-          "content_similarity": 0.454,
-          "size_similarity": 0.286,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "concentration_similarity": 0.978,
           "shared_filenames": [
-            "src/transformers/models/timesfm2_5/modeling_timesfm2_5.py",
-            "src/transformers/models/timesfm2_5/modular_timesfm2_5.py"
+            "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py"
           ],
           "shared_directories": [
-            "src/transformers/models/timesfm2_5",
-            "src/transformers/models",
-            "src/transformers",
-            "src"
+            "tests/models/minimax_m3_vl",
+            "tests/models",
+            "tests"
           ]
         }
       ]
@@ -4717,6 +4626,78 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43656-3",
+      "pr_numbers": [
+        43656,
+        43842,
+        44682
+      ],
+      "representative_pr_number": 43656,
+      "average_similarity": 0.46,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
+      "shared_filenames": [
+        "src/transformers/cli/serve.py"
+      ],
+      "shared_directories": [
+        "src/transformers/cli",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 43656,
+          "right_pr_number": 43842,
+          "similarity": 0.566,
+          "content_similarity": 0.547,
+          "size_similarity": 0.222,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43656,
+          "right_pr_number": 44682,
+          "similarity": 0.424,
+          "content_similarity": 0.466,
+          "size_similarity": 0.048,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.802,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43842,
+          "right_pr_number": 44682,
+          "similarity": 0.391,
+          "content_similarity": 0.428,
+          "size_similarity": 0.011,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.802,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-46099-3",
       "pr_numbers": [
@@ -4874,8 +4855,8 @@
         {
           "left_pr_number": 46735,
           "right_pr_number": 47153,
-          "similarity": 0.606,
-          "content_similarity": 0.505,
+          "similarity": 0.607,
+          "content_similarity": 0.506,
           "size_similarity": 0.717,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.899,
@@ -4911,8 +4892,8 @@
         {
           "left_pr_number": 46735,
           "right_pr_number": 47341,
-          "similarity": 0.341,
-          "content_similarity": 0.106,
+          "similarity": 0.342,
+          "content_similarity": 0.107,
           "size_similarity": 0.8,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.938,
@@ -4977,7 +4958,7 @@
         {
           "left_pr_number": 45709,
           "right_pr_number": 45742,
-          "similarity": 0.493,
+          "similarity": 0.494,
           "content_similarity": 0.367,
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           "breadth_similarity": 0.833,
@@ -4995,8 +4976,8 @@
         {
           "left_pr_number": 45709,
           "right_pr_number": 46211,
-          "similarity": 0.195,
-          "content_similarity": 0.048,
+          "similarity": 0.196,
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           "breadth_similarity": 0.2,
           "concentration_similarity": 0.571,
@@ -5010,74 +4991,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-45541-3",
-      "pr_numbers": [
-        45541,
-        46177,
-        47224
-      ],
-      "representative_pr_number": 45541,
-      "average_similarity": 0.415,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.",
-      "shared_filenames": [
-        "src/transformers/tokenization_utils_base.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 45541,
-          "right_pr_number": 46177,
-          "similarity": 0.524,
-          "content_similarity": 0.423,
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-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers",
-            "src"
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-        },
-        {
-          "left_pr_number": 45541,
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-          "content_similarity": 0.325,
-          "size_similarity": 0.75,
-          "breadth_similarity": 0.267,
-          "concentration_similarity": 0.694,
-          "shared_filenames": [
-            "src/transformers/tokenization_utils_base.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 46177,
-          "right_pr_number": 47224,
-          "similarity": 0.318,
-          "content_similarity": 0.284,
-          "size_similarity": 0.389,
-          "breadth_similarity": 0.267,
-          "concentration_similarity": 0.694,
-          "shared_filenames": [
-            "src/transformers/tokenization_utils_base.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-46004-3",
       "pr_numbers": [
@@ -5086,7 +4999,7 @@
         46917
       ],
       "representative_pr_number": 46917,
-      "average_similarity": 0.411,
+      "average_similarity": 0.412,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/image_processing_backends.py`; representative PR #46917.",
       "shared_filenames": [
         "src/transformers/image_processing_backends.py"
@@ -5116,7 +5029,7 @@
           "left_pr_number": 46771,
           "right_pr_number": 46917,
           "similarity": 0.421,
-          "content_similarity": 0.428,
+          "content_similarity": 0.429,
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           "breadth_similarity": 0.417,
           "concentration_similarity": 0.549,
@@ -5131,8 +5044,8 @@
         {
           "left_pr_number": 46004,
           "right_pr_number": 46771,
-          "similarity": 0.347,
-          "content_similarity": 0.407,
+          "similarity": 0.348,
+          "content_similarity": 0.408,
           "size_similarity": 0.039,
           "breadth_similarity": 0.292,
           "concentration_similarity": 0.549,
@@ -5154,29 +5067,29 @@
         47360
       ],
       "representative_pr_number": 43649,
-      "average_similarity": 0.406,
-      "summary": "3 open PRs share weighted file overlap around `.github/workflows/self-scheduled-caller.yml`, `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`; representative PR #43649.",
+      "average_similarity": 0.411,
+      "summary": "3 open PRs share weighted file overlap around `.github/workflows/self-scheduled.yml`, `.github/workflows/self-scheduled-caller.yml`, `utils/notification_service.py`; representative PR #43649.",
       "shared_filenames": [
+        ".github/workflows/self-scheduled.yml",
         ".github/workflows/self-scheduled-caller.yml",
         "utils/notification_service.py",
         ".github/workflows/self-comment-ci.yml",
-        "tests/models/vit/test_modeling_vit.py",
-        ".github/workflows/self-scheduled.yml"
+        "tests/models/vit/test_modeling_vit.py"
       ],
       "shared_directories": [
         ".github/workflows",
         ".github",
-        "utils",
         "tests/models/vit",
         "tests/models",
+        "utils",
         "tests"
       ],
       "pairwise": [
         {
           "left_pr_number": 43532,
           "right_pr_number": 43649,
-          "similarity": 0.496,
-          "content_similarity": 0.435,
+          "similarity": 0.497,
+          "content_similarity": 0.436,
           "size_similarity": 0.395,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.893,
@@ -5198,33 +5111,34 @@
         {
           "left_pr_number": 43649,
           "right_pr_number": 47360,
-          "similarity": 0.415,
-          "content_similarity": 0.391,
-          "size_similarity": 0.432,
-          "breadth_similarity": 0.375,
-          "concentration_similarity": 0.775,
+          "similarity": 0.417,
+          "content_similarity": 0.423,
+          "size_similarity": 0.429,
+          "breadth_similarity": 0.312,
+          "concentration_similarity": 0.498,
           "shared_filenames": [
-            ".github/workflows/self-scheduled-caller.yml"
+            ".github/workflows/self-scheduled-caller.yml",
+            ".github/workflows/self-scheduled.yml"
           ],
           "shared_directories": [
             ".github/workflows",
-            ".github",
-            "utils"
+            ".github"
           ]
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         {
           "left_pr_number": 43532,
           "right_pr_number": 47360,
-          "similarity": 0.307,
-          "content_similarity": 0.119,
-          "size_similarity": 0.915,
-          "breadth_similarity": 0.417,
-          "concentration_similarity": 0.882,
-          "shared_filenames": [],
+          "similarity": 0.32,
+          "content_similarity": 0.163,
+          "size_similarity": 0.922,
+          "breadth_similarity": 0.375,
+          "concentration_similarity": 0.605,
+          "shared_filenames": [
+            ".github/workflows/self-scheduled.yml"
+          ],
           "shared_directories": [
             ".github/workflows",
-            ".github",
-            "utils"
+            ".github"
           ]
         }
       ]
@@ -5715,9 +5629,9 @@
           "right_pr_number": 46776,
           "similarity": 0.78,
           "content_similarity": 0.812,
-          "size_similarity": 0.514,
+          "size_similarity": 0.513,
           "breadth_similarity": 0.938,
-          "concentration_similarity": 0.807,
+          "concentration_similarity": 0.808,
           "shared_filenames": [
             "docs/source/en/_toctree.yml",
             "docs/source/en/model_doc/locateanything.md",
@@ -5745,6 +5659,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45606-2",
+      "pr_numbers": [
+        45606,
+        45607
+      ],
+      "representative_pr_number": 45606,
+      "average_similarity": 0.775,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.",
+      "shared_filenames": [
+        "tests/models/gemma4/test_modeling_gemma4.py"
+      ],
+      "shared_directories": [
+        "tests/models/gemma4",
+        "tests/models",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45606,
+          "right_pr_number": 45607,
+          "similarity": 0.775,
+          "content_similarity": 0.825,
+          "size_similarity": 0.778,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.778,
+          "shared_filenames": [
+            "tests/models/gemma4/test_modeling_gemma4.py"
+          ],
+          "shared_directories": [
+            "tests/models/gemma4",
+            "tests/models",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43543-2",
       "pr_numbers": [
@@ -5752,7 +5703,7 @@
         43775
       ],
       "representative_pr_number": 43543,
-      "average_similarity": 0.775,
+      "average_similarity": 0.774,
       "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/jamba/modeling_jamba.py`; representative PR #43543.",
       "shared_filenames": [
         "src/transformers/models/jetmoe/modeling_jetmoe.py",
@@ -5778,8 +5729,8 @@
         {
           "left_pr_number": 43543,
           "right_pr_number": 43775,
-          "similarity": 0.775,
-          "content_similarity": 0.879,
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           "size_similarity": 0.191,
           "breadth_similarity": 0.811,
           "concentration_similarity": 0.996,
@@ -5810,43 +5761,6 @@
         }
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     },
-    {
-      "cluster_id": "pr-scope-45606-2",
-      "pr_numbers": [
-        45606,
-        45607
-      ],
-      "representative_pr_number": 45606,
-      "average_similarity": 0.775,
-      "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.",
-      "shared_filenames": [
-        "tests/models/gemma4/test_modeling_gemma4.py"
-      ],
-      "shared_directories": [
-        "tests/models/gemma4",
-        "tests/models",
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-            "tests/models/gemma4",
-            "tests/models",
-            "tests"
-          ]
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       "pr_numbers": [
@@ -6051,7 +5965,7 @@
           "left_pr_number": 43085,
           "right_pr_number": 47271,
           "similarity": 0.648,
-          "content_similarity": 0.616,
+          "content_similarity": 0.617,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 0.916,
@@ -6134,42 +6048,42 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-44940-2",
+      "cluster_id": "pr-scope-46834-2",
       "pr_numbers": [
-        44940,
-        47252
+        46834,
+        46942
       ],
-      "representative_pr_number": 44940,
-      "average_similarity": 0.598,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/initialization.py`, `tests/utils/test_modeling_utils.py`; representative PR #44940.",
+      "representative_pr_number": 46834,
+      "average_similarity": 0.612,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm2_5/modular_timesfm2_5.py`, `src/transformers/models/timesfm2_5/modeling_timesfm2_5.py`; representative PR #46834.",
       "shared_filenames": [
-        "src/transformers/initialization.py",
-        "tests/utils/test_modeling_utils.py"
+        "src/transformers/models/timesfm2_5/modular_timesfm2_5.py",
+        "src/transformers/models/timesfm2_5/modeling_timesfm2_5.py"
       ],
       "shared_directories": [
-        "tests/utils",
+        "src/transformers/models/timesfm2_5",
+        "src/transformers/models",
         "src/transformers",
-        "tests",
         "src"
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       "pairwise": [
         {
-          "left_pr_number": 44940,
-          "right_pr_number": 47252,
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-          "size_similarity": 0.149,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.918,
+          "left_pr_number": 46834,
+          "right_pr_number": 46942,
+          "similarity": 0.612,
+          "content_similarity": 0.493,
+          "size_similarity": 0.778,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/transformers/initialization.py",
-            "tests/utils/test_modeling_utils.py"
+            "src/transformers/models/timesfm2_5/modeling_timesfm2_5.py",
+            "src/transformers/models/timesfm2_5/modular_timesfm2_5.py"
           ],
           "shared_directories": [
+            "src/transformers/models/timesfm2_5",
+            "src/transformers/models",
             "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
+            "src"
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       ]
@@ -6181,7 +6095,7 @@
         46324
       ],
       "representative_pr_number": 44228,
-      "average_similarity": 0.57,
+      "average_similarity": 0.563,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.",
       "shared_filenames": [
         "src/transformers/quantizers/quantizers_utils.py",
@@ -6196,8 +6110,8 @@
         {
           "left_pr_number": 44228,
           "right_pr_number": 46324,
-          "similarity": 0.57,
-          "content_similarity": 0.609,
+          "similarity": 0.563,
+          "content_similarity": 0.599,
           "size_similarity": 0.259,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.926,
@@ -6259,7 +6173,7 @@
         47250
       ],
       "representative_pr_number": 45300,
-      "average_similarity": 0.535,
+      "average_similarity": 0.528,
       "summary": "2 open PRs share weighted file overlap around `tests/models/nemotron_h/test_modeling_nemotron_h.py`, `src/transformers/models/nemotron_h/modeling_nemotron_h.py`; representative PR #45300.",
       "shared_filenames": [
         "tests/models/nemotron_h/test_modeling_nemotron_h.py",
@@ -6278,8 +6192,8 @@
         {
           "left_pr_number": 45300,
           "right_pr_number": 47250,
-          "similarity": 0.535,
-          "content_similarity": 0.421,
+          "similarity": 0.528,
+          "content_similarity": 0.411,
           "size_similarity": 0.807,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.63,
@@ -6300,81 +6214,81 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-45682-2",
+      "cluster_id": "pr-scope-45056-2",
       "pr_numbers": [
-        45682,
-        46766
+        45056,
+        45128
       ],
-      "representative_pr_number": 45682,
-      "average_similarity": 0.535,
-      "summary": "2 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.",
+      "representative_pr_number": 45056,
+      "average_similarity": 0.513,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
       "shared_filenames": [
-        "tests/peft_integration/test_peft_integration.py",
-        "src/transformers/integrations/peft.py"
+        "src/transformers/utils/auto_docstring.py"
       ],
       "shared_directories": [
-        "src/transformers/integrations",
-        "tests/peft_integration",
+        "src/transformers/utils",
         "src/transformers",
-        "tests",
         "src"
       ],
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         {
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+          "left_pr_number": 45056,
+          "right_pr_number": 45128,
+          "similarity": 0.513,
+          "content_similarity": 0.413,
+          "size_similarity": 0.669,
+          "breadth_similarity": 0.875,
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           "shared_filenames": [
-            "src/transformers/integrations/peft.py",
-            "tests/peft_integration/test_peft_integration.py"
+            "src/transformers/utils/auto_docstring.py"
           ],
           "shared_directories": [
-            "src/transformers/integrations",
+            "src/transformers/utils",
             "src/transformers",
-            "tests/peft_integration",
-            "src",
-            "tests"
+            "src"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-45056-2",
+      "cluster_id": "pr-scope-45666-2",
       "pr_numbers": [
-        45056,
-        45128
+        45666,
+        47370
       ],
-      "representative_pr_number": 45056,
-      "average_similarity": 0.51,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
+      "representative_pr_number": 45666,
+      "average_similarity": 0.505,
+      "summary": "2 open PRs share weighted file overlap around `tests/kernels/test_kernels.py`, `src/transformers/integrations/hub_kernels.py`; representative PR #45666.",
       "shared_filenames": [
-        "src/transformers/utils/auto_docstring.py"
+        "tests/kernels/test_kernels.py",
+        "src/transformers/integrations/hub_kernels.py"
       ],
       "shared_directories": [
-        "src/transformers/utils",
+        "src/transformers/integrations",
+        "tests/kernels",
         "src/transformers",
+        "tests",
         "src"
       ],
       "pairwise": [
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-          "size_similarity": 0.669,
-          "breadth_similarity": 0.875,
-          "concentration_similarity": 0.724,
+          "left_pr_number": 45666,
+          "right_pr_number": 47370,
+          "similarity": 0.505,
+          "content_similarity": 0.613,
+          "size_similarity": 0.014,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.632,
           "shared_filenames": [
-            "src/transformers/utils/auto_docstring.py"
+            "src/transformers/integrations/hub_kernels.py",
+            "tests/kernels/test_kernels.py"
           ],
           "shared_directories": [
-            "src/transformers/utils",
+            "src/transformers/integrations",
             "src/transformers",
-            "src"
+            "tests/kernels",
+            "src",
+            "tests"
           ]
         }
       ]
@@ -6441,22 +6355,22 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-40755-2",
+      "cluster_id": "pr-scope-45540-2",
       "pr_numbers": [
-        40755,
-        45233
+        45540,
+        45868
       ],
-      "representative_pr_number": 40755,
-      "average_similarity": 0.49,
-      "summary": "2 open PRs share weighted file overlap around `tests/models/timesfm/test_modeling_timesfm.py`, `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`; representative PR #40755.",
+      "representative_pr_number": 45540,
+      "average_similarity": 0.489,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/t5gemma2/test_modeling_t5gemma2.py`, `src/transformers/models/t5gemma2/modular_t5gemma2.py`, `src/transformers/models/t5gemma2/modeling_t5gemma2.py`; representative PR #45540.",
       "shared_filenames": [
-        "tests/models/timesfm/test_modeling_timesfm.py",
-        "src/transformers/models/timesfm/modeling_timesfm.py",
-        "src/transformers/models/timesfm/modular_timesfm.py"
+        "tests/models/t5gemma2/test_modeling_t5gemma2.py",
+        "src/transformers/models/t5gemma2/modular_t5gemma2.py",
+        "src/transformers/models/t5gemma2/modeling_t5gemma2.py"
       ],
       "shared_directories": [
-        "src/transformers/models/timesfm",
-        "tests/models/timesfm",
+        "src/transformers/models/t5gemma2",
+        "tests/models/t5gemma2",
         "src/transformers/models",
         "tests/models",
         "src/transformers",
@@ -6465,22 +6379,22 @@
       ],
       "pairwise": [
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+          "left_pr_number": 45540,
+          "right_pr_number": 45868,
+          "similarity": 0.489,
+          "content_similarity": 0.362,
+          "size_similarity": 0.593,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.936,
           "shared_filenames": [
-            "src/transformers/models/timesfm/modeling_timesfm.py",
-            "src/transformers/models/timesfm/modular_timesfm.py",
-            "tests/models/timesfm/test_modeling_timesfm.py"
+            "src/transformers/models/t5gemma2/modeling_t5gemma2.py",
+            "src/transformers/models/t5gemma2/modular_t5gemma2.py",
+            "tests/models/t5gemma2/test_modeling_t5gemma2.py"
           ],
           "shared_directories": [
-            "src/transformers/models/timesfm",
+            "src/transformers/models/t5gemma2",
             "src/transformers/models",
-            "tests/models/timesfm",
+            "tests/models/t5gemma2",
             "src/transformers",
             "tests/models",
             "src",
@@ -6490,22 +6404,22 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-45540-2",
+      "cluster_id": "pr-scope-40755-2",
       "pr_numbers": [
-        45540,
-        45868
+        40755,
+        45233
       ],
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-      "average_similarity": 0.489,
-      "summary": "2 open PRs share weighted file overlap around `tests/models/t5gemma2/test_modeling_t5gemma2.py`, `src/transformers/models/t5gemma2/modular_t5gemma2.py`, `src/transformers/models/t5gemma2/modeling_t5gemma2.py`; representative PR #45540.",
+      "representative_pr_number": 40755,
+      "average_similarity": 0.487,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/timesfm/test_modeling_timesfm.py`, `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`; representative PR #40755.",
       "shared_filenames": [
-        "tests/models/t5gemma2/test_modeling_t5gemma2.py",
-        "src/transformers/models/t5gemma2/modular_t5gemma2.py",
-        "src/transformers/models/t5gemma2/modeling_t5gemma2.py"
+        "tests/models/timesfm/test_modeling_timesfm.py",
+        "src/transformers/models/timesfm/modeling_timesfm.py",
+        "src/transformers/models/timesfm/modular_timesfm.py"
       ],
       "shared_directories": [
-        "src/transformers/models/t5gemma2",
-        "tests/models/t5gemma2",
+        "src/transformers/models/timesfm",
+        "tests/models/timesfm",
         "src/transformers/models",
         "tests/models",
         "src/transformers",
@@ -6514,22 +6428,22 @@
       ],
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+          "similarity": 0.487,
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+          "size_similarity": 0.266,
+          "breadth_similarity": 0.792,
+          "concentration_similarity": 0.928,
           "shared_filenames": [
-            "src/transformers/models/t5gemma2/modeling_t5gemma2.py",
-            "src/transformers/models/t5gemma2/modular_t5gemma2.py",
-            "tests/models/t5gemma2/test_modeling_t5gemma2.py"
+            "src/transformers/models/timesfm/modeling_timesfm.py",
+            "src/transformers/models/timesfm/modular_timesfm.py",
+            "tests/models/timesfm/test_modeling_timesfm.py"
           ],
           "shared_directories": [
-            "src/transformers/models/t5gemma2",
+            "src/transformers/models/timesfm",
             "src/transformers/models",
-            "tests/models/t5gemma2",
+            "tests/models/timesfm",
             "src/transformers",
             "tests/models",
             "src",
@@ -6876,7 +6790,7 @@
         47108
       ],
       "representative_pr_number": 44965,
-      "average_similarity": 0.433,
+      "average_similarity": 0.434,
       "summary": "2 open PRs share weighted file overlap around `.github/workflows/build_pr_documentation.yml`; representative PR #44965.",
       "shared_filenames": [
         ".github/workflows/build_pr_documentation.yml"
@@ -6889,8 +6803,8 @@
         {
           "left_pr_number": 44965,
           "right_pr_number": 47108,
-          "similarity": 0.433,
-          "content_similarity": 0.445,
+          "similarity": 0.434,
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           "breadth_similarity": 0.75,
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@@ -6950,7 +6864,7 @@
         47215
       ],
       "representative_pr_number": 45822,
-      "average_similarity": 0.43,
+      "average_similarity": 0.428,
       "summary": "2 open PRs share weighted file overlap around `tests/tokenization/test_tokenization_fast.py`, `src/transformers/tokenization_utils_tokenizers.py`; representative PR #45822.",
       "shared_filenames": [
         "tests/tokenization/test_tokenization_fast.py",
@@ -6966,8 +6880,8 @@
         {
           "left_pr_number": 45822,
           "right_pr_number": 47215,
-          "similarity": 0.43,
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           "breadth_similarity": 0.875,
           "concentration_similarity": 0.869,
@@ -7050,7 +6964,7 @@
           "left_pr_number": 46887,
           "right_pr_number": 47202,
           "similarity": 0.426,
-          "content_similarity": 0.422,
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@@ -7136,7 +7050,7 @@
         47334
       ],
       "representative_pr_number": 47316,
-      "average_similarity": 0.402,
+      "average_similarity": 0.413,
       "summary": "2 open PRs share weighted file overlap around `tests/integrations/test_sonicmoe.py`, `src/transformers/integrations/sonicmoe.py`; representative PR #47316.",
       "shared_filenames": [
         "tests/integrations/test_sonicmoe.py",
@@ -7153,11 +7067,11 @@
         {
           "left_pr_number": 47316,
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-          "size_similarity": 0.165,
-          "breadth_similarity": 0.625,
-          "concentration_similarity": 0.964,
+          "similarity": 0.413,
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+          "size_similarity": 0.176,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.895,
           "shared_filenames": [
             "src/transformers/integrations/sonicmoe.py",
             "tests/integrations/test_sonicmoe.py"
@@ -7244,7 +7158,7 @@
         45114
       ],
       "representative_pr_number": 44369,
-      "average_similarity": 0.401,
+      "average_similarity": 0.4,
       "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.",
       "shared_filenames": [
         "docs/source/en/tasks/zero_shot_object_detection.md"
@@ -7259,8 +7173,8 @@
         {
           "left_pr_number": 44369,
           "right_pr_number": 45114,
-          "similarity": 0.401,
-          "content_similarity": 0.245,
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+          "content_similarity": 0.244,
           "size_similarity": 0.808,
           "breadth_similarity": 0.625,
           "concentration_similarity": 0.919,
@@ -7341,7 +7255,7 @@
           "left_pr_number": 45513,
           "right_pr_number": 46148,
           "similarity": 0.387,
-          "content_similarity": 0.369,
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           "breadth_similarity": 0.536,
           "concentration_similarity": 0.812,
@@ -7399,37 +7313,6 @@
         }
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-    {
-      "cluster_id": "pr-scope-46501-2",
-      "pr_numbers": [
-        46501,
-        46503
-      ],
-      "representative_pr_number": 46501,
-      "average_similarity": 0.363,
-      "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,
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-          "similarity": 0.363,
-          "content_similarity": 0.09,
-          "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": [
@@ -7437,7 +7320,7 @@
         45552
       ],
       "representative_pr_number": 44642,
-      "average_similarity": 0.361,
+      "average_similarity": 0.365,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
       "shared_filenames": [
         "src/transformers/utils/auto_docstring.py"
@@ -7451,8 +7334,8 @@
         {
           "left_pr_number": 44642,
           "right_pr_number": 45552,
-          "similarity": 0.361,
-          "content_similarity": 0.265,
+          "similarity": 0.365,
+          "content_similarity": 0.272,
           "size_similarity": 0.167,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -7468,34 +7351,32 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-45851-2",
+      "cluster_id": "pr-scope-46501-2",
       "pr_numbers": [
-        45851,
-        46357
+        46501,
+        46503
       ],
-      "representative_pr_number": 45851,
-      "average_similarity": 0.344,
-      "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #45851.",
+      "representative_pr_number": 46501,
+      "average_similarity": 0.364,
+      "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46501.",
       "shared_filenames": [],
       "shared_directories": [
-        "docs/source/en",
-        "docs/source",
-        "docs"
+        ".github/workflows",
+        ".github"
       ],
       "pairwise": [
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