Refresh transformers dataset snapshot 20260610T180024Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260610T120053Z`
+- latest snapshot: `20260610T180024Z`
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@@ -18195,8 +18226,8 @@
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@@ -22155,6 +22186,63 @@
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new-contributors-report.md

@@ -1,22 +1,22 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260610T120053Z`
-- Generated: `2026-06-10T12:01:55Z`
+- Snapshot: `20260610T180024Z`
+- Generated: `2026-06-10T18:02:14Z`
 - Activity window: `60d`
-- Contributors: `343`
+- Contributors: `344`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 104 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 106 | 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` | 102 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 96 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 92 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
-| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 86 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 87 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 65 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 62 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
-| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 48 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
+| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 49 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 47 | 2 | mixed | low | low | targets high-star repos |
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 46 | 0 | strong | low | low | targets high-star repos |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 40 | 1 | strong | moderate | low | targets high-star repos |
@@ -52,6 +52,7 @@
 | `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no | CONTRIBUTOR | 1583d | `2026-05-03T18:22:43Z` | 5 | 0 | weak | moderate | low | high recent PR volume; targets high-star repos |
 | `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 |
 | `guarin` | [profile](https://github.com/guarin) | no | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 5 | 0 | strong | low | low | — |
+| `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 660d | `2025-12-04T12:38:46Z` | 5 | 0 | strong | moderate | low | — |
 | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -143,7 +144,7 @@
 | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 660d | `2025-12-04T12:38:46Z` | 3 | 0 | strong | moderate | low | — |
+| `gante` | [profile](https://github.com/gante) | no | CONTRIBUTOR | 4054d | `2023-02-24T12:09:33Z` | 2 | 2 | strong | low | low | targets high-star repos |
 | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
 | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 | `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
@@ -236,7 +237,6 @@
 | `devteamaegis` | [profile](https://github.com/devteamaegis) | no | NONE | 43d | `2026-05-28T21:52:17Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `dfgvaetyj3456356-hash` | [profile](https://github.com/dfgvaetyj3456356-hash) | no | NONE | 3d | `2026-06-01T03:10:16Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
-| `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `DiwanshuG` | [profile](https://github.com/DiwanshuG) | no | NONE | 1279d | `2026-05-22T10:39:02Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `duyhv-qualgo` | [profile](https://github.com/duyhv-qualgo) | no | FIRST_TIME_CONTRIBUTOR | 34d | `2026-04-20T05:20:19Z` | 1 | 0 | strong | moderate | low | very new account |
 | `evalstate` | [profile](https://github.com/evalstate) | no | MEMBER | 5042d | `2026-04-23T11:41:51Z` | 1 | 0 | n/a | low | low | — |
@@ -262,7 +262,7 @@
 | `jacopopper` | [profile](https://github.com/jacopopper) | no | NONE | 1686d | `2026-05-31T20:04:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JAE0Y2N` | [profile](https://github.com/JAE0Y2N) | no | NONE | 877d | `2026-05-20T11:02:07Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `jankipatel20` | [profile](https://github.com/jankipatel20) | no | NONE | 1001d | `2026-05-25T08:25:28Z` | 1 | 0 | strong | low | low | — |
-| `JemmaUZH` | [profile](https://github.com/JemmaUZH) | no | FIRST_TIMER | 837d | `2026-06-09T15:51:29Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `JemmaUZH` | [profile](https://github.com/JemmaUZH) | no | CONTRIBUTOR | 837d | `2026-06-09T15:51:29Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JiauZhang` | [profile](https://github.com/JiauZhang) | no | CONTRIBUTOR | 2918d | `2026-04-15T14:00:11Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `jjjamie` | [profile](https://github.com/jjjamie) | no | FIRST_TIME_CONTRIBUTOR | 4994d | `2026-04-21T15:57:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jmayank1511` | [profile](https://github.com/jmayank1511) | no | FIRST_TIME_CONTRIBUTOR | 2753d | `2026-05-20T18:13:18Z` | 1 | 0 | strong | moderate | low | no visible non-self stars |
@@ -332,6 +332,7 @@
 | `songyuc` | [profile](https://github.com/songyuc) | no | NONE | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Spectual` | [profile](https://github.com/Spectual) | no | NONE | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; 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 |
+| `srishtiii28` | [profile](https://github.com/srishtiii28) | yes | FIRST_TIME_CONTRIBUTOR | 1008d | `2026-06-09T09:34:02Z` | 1 | 0 | mixed | low | low | — |
 | `stationeros` | [profile](https://github.com/stationeros) | no | FIRST_TIME_CONTRIBUTOR | 1336d | `2026-04-25T08:47:25Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `ted-mosi` | [profile](https://github.com/ted-mosi) | no | FIRST_TIME_CONTRIBUTOR | 3d | `2026-06-05T13:30:42Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Ternura143` | [profile](https://github.com/Ternura143) | no | FIRST_TIME_CONTRIBUTOR | 1583d | `2026-05-31T14:17:55Z` | 1 | 0 | strong | moderate | low | — |
@@ -361,12 +362,12 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
 - repo first seen: `2025-03-31T13:54:54Z`
-- repo last seen: `2026-06-10T09:36:05Z`
+- repo last seen: `2026-06-10T16:27:20Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **104**
-- snapshot authored PRs/issues: **104 PRs / 0 issues**
-- snapshot discussion activity: **131 comments / 226 reviews / 155 review comments**
+- repo primary artifacts: **106**
+- snapshot authored PRs/issues: **106 PRs / 0 issues**
+- snapshot discussion activity: **132 comments / 231 reviews / 160 review comments**
 - account age: **4938 days**
 - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
 - public orgs: none visible
@@ -374,9 +375,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #46534: Fix buggy action sha pin](https://github.com/huggingface/transformers/pull/46534) — open
-- [PR #46529: [DON'T MERGE] Improve dinos dummy](https://github.com/huggingface/transformers/pull/46529) — closed
-- [PR #46521: fix(afmoe): reduce tokens in test_compile_static_cache to avoid flaky bfloat16 drift](https://github.com/huggingface/transformers/pull/46521) — closed, merged
+- [PR #46544: Only download hub cache for pipelines_torch job](https://github.com/huggingface/transformers/pull/46544) — closed, merged
+- [PR #46539: Fix `PhimoeIntegrationTest`](https://github.com/huggingface/transformers/pull/46539) — open
+- [PR #46534: Fix buggy action sha pin](https://github.com/huggingface/transformers/pull/46534) — closed, merged
 
 ### `Cyrilvallez`
 
@@ -433,12 +434,12 @@ 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: `2026-06-09T13:34:54Z`
+- repo last seen: `2026-06-10T12:27:32Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **98**
 - snapshot authored PRs/issues: **92 PRs / 6 issues**
-- snapshot discussion activity: **180 comments / 211 reviews / 195 review comments**
+- snapshot discussion activity: **180 comments / 212 reviews / 195 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`
@@ -459,12 +460,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-06-10T11:57:55Z`
+- repo last seen: `2026-06-10T16:59:56Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **86**
-- snapshot authored PRs/issues: **86 PRs / 0 issues**
-- snapshot discussion activity: **603 comments / 932 reviews / 1982 review comments**
+- repo primary artifacts: **87**
+- snapshot authored PRs/issues: **87 PRs / 0 issues**
+- snapshot discussion activity: **605 comments / 942 reviews / 1990 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`
@@ -472,9 +473,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #46525: Fix the offsets in processing](https://github.com/huggingface/transformers/pull/46525) — open
+- [PR #46543: [CI] fix and make less flaky](https://github.com/huggingface/transformers/pull/46543) — open
+- [PR #46525: Fix the offsets in processing](https://github.com/huggingface/transformers/pull/46525) — closed, merged
 - [PR #46406: Fix conversion for clip models](https://github.com/huggingface/transformers/pull/46406) — closed, merged
-- [PR #46405: Consistent output shape from `get_image_features`](https://github.com/huggingface/transformers/pull/46405) — open
 
 ### `ArthurZucker`
 
@@ -482,12 +483,12 @@ 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: `2026-06-10T11:34:09Z`
+- repo last seen: `2026-06-10T15:28:50Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **68**
 - snapshot authored PRs/issues: **65 PRs / 3 issues**
-- snapshot discussion activity: **196 comments / 688 reviews / 1367 review comments**
+- snapshot discussion activity: **197 comments / 689 reviews / 1367 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
@@ -508,12 +509,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
 - repo first seen: `2024-02-08T22:19:09Z`
-- repo last seen: `2026-06-09T16:43:53Z`
+- repo last seen: `2026-06-10T16:30:23Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **64**
 - snapshot authored PRs/issues: **62 PRs / 2 issues**
-- snapshot discussion activity: **36 comments / 167 reviews / 290 review comments**
+- snapshot discussion activity: **37 comments / 167 reviews / 290 review comments**
 - account age: **2296 days**
 - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: `huggingface`
@@ -521,8 +522,8 @@ Example artifacts:
 - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #46528: [docs] torchvision lanczos](https://github.com/huggingface/transformers/pull/46528) — open
-- [PR #46507: [docs] 4D attention masks](https://github.com/huggingface/transformers/pull/46507) — open
+- [PR #46528: [docs] torchvision lanczos](https://github.com/huggingface/transformers/pull/46528) — closed, merged
+- [PR #46507: [docs] 4D attention masks](https://github.com/huggingface/transformers/pull/46507) — closed, merged
 - [PR #46387: [docs] remove sparsity from compressed-tensors](https://github.com/huggingface/transformers/pull/46387) — closed, merged
 - [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
 - [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
@@ -533,12 +534,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunMarc)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunMarc)
 - repo first seen: `2024-09-02T13:41:47Z`
-- repo last seen: `2026-06-09T15:48:56Z`
+- repo last seen: `2026-06-10T15:44:40Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **50**
-- snapshot authored PRs/issues: **48 PRs / 2 issues**
-- snapshot discussion activity: **187 comments / 328 reviews / 447 review comments**
+- repo primary artifacts: **51**
+- snapshot authored PRs/issues: **49 PRs / 2 issues**
+- snapshot discussion activity: **188 comments / 330 reviews / 450 review comments**
 - account age: **2360 days**
 - recent public PR activity: **35 PRs** (28 merged / 3 closed-unmerged / 4 open; merged rate **80%**, closed-unmerged rate **9%**, open rate **11%**)
 - public orgs: `huggingface`
@@ -546,9 +547,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #46541: fix-trainer-tests](https://github.com/huggingface/transformers/pull/46541) — open
 - [PR #46386: HF Buckets integration to Trainer](https://github.com/huggingface/transformers/pull/46386) — open
 - [PR #46342: Update compressed tensors minimum version](https://github.com/huggingface/transformers/pull/46342) — closed, merged
-- [PR #46287: Better imports in continuous_batching for prior version of torch](https://github.com/huggingface/transformers/pull/46287) — closed
 - [Issue #43595: Tell Us: What Would Make Trainer Better?](https://github.com/huggingface/transformers/issues/43595) — open
 - [Issue #33260: Community contribution: Adding GGUF support for more architectures](https://github.com/huggingface/transformers/issues/33260) — open
 
@@ -558,12 +559,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-06-08T16:50:42Z`
+- repo last seen: `2026-06-10T17:34:02Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **49**
 - snapshot authored PRs/issues: **47 PRs / 2 issues**
-- snapshot discussion activity: **629 comments / 1133 reviews / 4554 review comments**
+- snapshot discussion activity: **634 comments / 1145 reviews / 4620 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
@@ -583,12 +584,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
 - repo first seen: `2023-02-27T14:00:41Z`
-- repo last seen: `2026-06-09T14:48:40Z`
+- repo last seen: `2026-06-10T12:37:13Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **46**
 - snapshot authored PRs/issues: **46 PRs / 0 issues**
-- snapshot discussion activity: **760 comments / 254 reviews / 136 review comments**
+- snapshot discussion activity: **761 comments / 255 reviews / 136 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`
@@ -767,7 +768,7 @@ Example artifacts:
 Example artifacts:
 - [PR #46456: [fix] regression introduced by #45534](https://github.com/huggingface/transformers/pull/46456) — closed, merged
 - [PR #46332: Add Nemotron ASR Streaming](https://github.com/huggingface/transformers/pull/46332) — open, draft
-- [PR #46331: Add Parakeet-RNNT](https://github.com/huggingface/transformers/pull/46331) — open, draft
+- [PR #46331: Add Parakeet-RNNT](https://github.com/huggingface/transformers/pull/46331) — open
 
 ### `hf-security-analysis[bot]`
 
@@ -825,12 +826,12 @@ 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: `2026-06-09T07:19:38Z`
+- repo last seen: `2026-06-10T13:53:49Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **25**
 - snapshot authored PRs/issues: **21 PRs / 4 issues**
-- snapshot discussion activity: **68 comments / 293 reviews / 261 review comments**
+- snapshot discussion activity: **68 comments / 294 reviews / 262 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`
@@ -1370,12 +1371,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aguarin)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguarin)
 - repo first seen: `2026-05-12T18:20:58Z`
-- repo last seen: `2026-06-10T11:03:30Z`
+- repo last seen: `2026-06-10T15:10:08Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **27 comments / 94 reviews / 115 review comments**
+- snapshot discussion activity: **27 comments / 96 reviews / 117 review comments**
 - account age: **2794 days**
 - recent public PR activity: **21 PRs** (19 merged / 0 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **0%**, open rate **10%**)
 - public orgs: `huggingface`
@@ -1387,6 +1388,29 @@ Example artifacts:
 - [PR #46344: Fix flip_back graph break](https://github.com/huggingface/transformers/pull/46344) — closed, merged
 - [PR #46163: Return logits from semantic segmentation post-process](https://github.com/huggingface/transformers/pull/46163) — open
 
+### `leaderofARS`
+
+- profile: [github.com/leaderofARS](https://github.com/leaderofARS)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AleaderofARS)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AleaderofARS)
+- repo first seen: `2025-12-04T12:38:46Z`
+- repo last seen: `2026-06-10T14:01:22Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **660 days**
+- recent public PR activity: **19 PRs** (18 merged / 0 closed-unmerged / 1 open; merged rate **95%**, closed-unmerged rate **0%**, open rate **5%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #46538: fix(peft): correct typo in flattening operation error messages](https://github.com/huggingface/transformers/pull/46538) — open
+- [PR #46537: Fix/peft flattening typo](https://github.com/huggingface/transformers/pull/46537) — closed
+- [PR #46453: fix(integrations): correct typo in ClearMLCallback config overrides variable.](https://github.com/huggingface/transformers/pull/46453) — open
+
 ### `sirzechs66`
 
 - profile: [github.com/sirzechs66](https://github.com/sirzechs66)
@@ -1906,12 +1930,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amolbap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amolbap)
 - repo first seen: `2024-06-13T14:13:17Z`
-- repo last seen: `2026-06-10T10:06:24Z`
+- repo last seen: `2026-06-10T16:42:09Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **39 comments / 205 reviews / 583 review comments**
+- snapshot discussion activity: **42 comments / 208 reviews / 586 review comments**
 - account age: **2914 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -3139,12 +3163,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aebezzam)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aebezzam)
 - repo first seen: `2025-07-25T12:59:52Z`
-- repo last seen: `2026-06-09T15:37:27Z`
+- repo last seen: `2026-06-10T13:04:22Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **10 PRs / 0 issues**
-- snapshot discussion activity: **67 comments / 298 reviews / 776 review comments**
+- snapshot discussion activity: **67 comments / 299 reviews / 777 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`
@@ -3468,28 +3492,29 @@ Example artifacts:
 - [PR #45334: Feature/add axk1](https://github.com/huggingface/transformers/pull/45334) — closed
 - [PR #44539: Add A.X K1](https://github.com/huggingface/transformers/pull/44539) — closed
 
-### `leaderofARS`
+### `gante`
 
-- profile: [github.com/leaderofARS](https://github.com/leaderofARS)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AleaderofARS)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AleaderofARS)
-- repo first seen: `2025-12-04T12:38:46Z`
-- repo last seen: `2026-06-08T15:16:13Z`
+- profile: [github.com/gante](https://github.com/gante)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agante)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agante)
+- repo first seen: `2023-02-24T12:09:33Z`
+- repo last seen: `2026-06-10T14:34:45Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **660 days**
-- recent public PR activity: **19 PRs** (18 merged / 0 closed-unmerged / 1 open; merged rate **95%**, closed-unmerged rate **0%**, open rate **5%**)
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **2 PRs / 2 issues**
+- snapshot discussion activity: **0 comments / 4 reviews / 34 review comments**
+- account age: **4054 days**
+- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #46453: fix(integrations): correct typo in ClearMLCallback config overrides variable.](https://github.com/huggingface/transformers/pull/46453) — open
-- [PR #44369: Feature/integrations docs fix](https://github.com/huggingface/transformers/pull/44369) — open
-- [PR #42621: Remove redundant else in activation.py](https://github.com/huggingface/transformers/pull/42621) — closed
+- [PR #46540: GPU go brr [DiffusionGemma]](https://github.com/huggingface/transformers/pull/46540) — closed, merged
+- [PR #21784: Inheritance-based framework detection](https://github.com/huggingface/transformers/pull/21784) — closed, merged
+- [Issue #32946: Support `StaticCache` in assisted generation](https://github.com/huggingface/transformers/issues/32946) — closed
+- [Issue #29149: Generate: support passing position_ids](https://github.com/huggingface/transformers/issues/29149) — closed
 
 ### `oliverholworthy`
 
@@ -5476,28 +5501,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45749: fix: correct spelling in continuous_api docstring](https://github.com/huggingface/transformers/pull/45749) — closed, merged
 
-### `Dippp10`
-
-- profile: [github.com/Dippp10](https://github.com/Dippp10)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADippp10)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADippp10)
-- repo first seen: `2026-04-11T14:17:32Z`
-- repo last seen: `2026-04-11T14:17:32Z`
-- 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**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
-- public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'Dippp10'."}]`
-
-Example artifacts:
-- [PR #45377: Enhance README documentation](https://github.com/huggingface/transformers/pull/45377) — open
-
 ### `DiwanshuG`
 
 - profile: [github.com/DiwanshuG](https://github.com/DiwanshuG)
@@ -6031,7 +6034,7 @@ Example artifacts:
 - repo first seen: `2026-06-09T15:51:29Z`
 - repo last seen: `2026-06-09T15:51:29Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIMER**
+- 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**
@@ -6042,7 +6045,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #46527: Fix trailing comma bug in DataCollatorForLanguageModeling example](https://github.com/huggingface/transformers/pull/46527) — open
+- [PR #46527: Fix trailing comma bug in DataCollatorForLanguageModeling example](https://github.com/huggingface/transformers/pull/46527) — closed, merged
 
 ### `JiauZhang`
 
@@ -7493,6 +7496,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46236: I18n bn](https://github.com/huggingface/transformers/pull/46236) — open
 
+### `srishtiii28`
+
+- profile: [github.com/srishtiii28](https://github.com/srishtiii28)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asrishtiii28)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asrishtiii28)
+- repo first seen: `2026-06-09T09:34:02Z`
+- repo last seen: `2026-06-10T15:49:43Z`
+- 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: **2 comments / 0 reviews / 0 review comments**
+- account age: **1008 days**
+- recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #46542: Vision RoPE refactor](https://github.com/huggingface/transformers/pull/46542) — open
+
 ### `stationeros`
 
 - profile: [github.com/stationeros](https://github.com/stationeros)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-size 61699
+oid sha256:55eabc57b461b57f4edf12e57faf99afd1470e797497fe314e7b7b34ae494531
+size 61899

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
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-  "generated_at": "2026-06-10T12:01:53Z",
-  "cluster_count": 70,
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+  "generated_at": "2026-06-10T18:02:03Z",
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       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
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@@ -1079,8 +1079,8 @@
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@@ -1114,7 +1114,7 @@
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@@ -1130,8 +1130,8 @@
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@@ -1254,8 +1254,8 @@
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           "breadth_similarity": 0.8,
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@@ -1305,7 +1305,7 @@
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@@ -1434,7 +1434,7 @@
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@@ -1478,7 +1478,7 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.976,
@@ -1665,7 +1665,7 @@
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-          "similarity": 0.425,
+          "similarity": 0.424,
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           "breadth_similarity": 0.667,
@@ -1824,7 +1824,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.502,
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       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1838,8 +1838,8 @@
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@@ -1856,7 +1856,7 @@
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@@ -1872,8 +1872,8 @@
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@@ -1889,8 +1889,8 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1907,7 +1907,7 @@
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           "concentration_similarity": 1.0,
@@ -2212,7 +2212,7 @@
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@@ -2463,7 +2463,7 @@
         46474
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-      "average_similarity": 0.83,
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       "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #46173.",
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@@ -2492,8 +2492,8 @@
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@@ -2508,8 +2508,8 @@
         {
           "left_pr_number": 44893,
           "right_pr_number": 46474,
-          "similarity": 0.745,
-          "content_similarity": 0.802,
+          "similarity": 0.749,
+          "content_similarity": 0.808,
           "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2750,7 +2750,7 @@
         45077
       ],
       "representative_pr_number": 45077,
-      "average_similarity": 0.515,
+      "average_similarity": 0.516,
       "summary": "3 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 #45077.",
       "shared_filenames": [
         ".github/workflows/build-docker-images.yml",
@@ -2759,8 +2759,8 @@
         ".github/workflows/release-conda.yml",
         ".github/workflows/build-ci-docker-images.yml",
         ".github/workflows/benchmark.yml",
-        ".github/workflows/check_tiny_models.yml",
-        ".github/workflows/new_model_pr_merged_notification.yml"
+        ".github/workflows/check_failed_tests.yml",
+        ".github/workflows/check_tiny_models.yml"
       ],
       "shared_directories": [
         ".github/workflows",
@@ -2770,8 +2770,8 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 45077,
-          "similarity": 0.67,
-          "content_similarity": 0.61,
+          "similarity": 0.671,
+          "content_similarity": 0.611,
           "size_similarity": 0.731,
           "breadth_similarity": 0.833,
           "concentration_similarity": 1.0,
@@ -2795,8 +2795,8 @@
         {
           "left_pr_number": 42976,
           "right_pr_number": 45077,
-          "similarity": 0.478,
-          "content_similarity": 0.502,
+          "similarity": 0.479,
+          "content_similarity": 0.503,
           "size_similarity": 0.074,
           "breadth_similarity": 0.659,
           "concentration_similarity": 1.0,
@@ -2815,8 +2815,8 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 42976,
-          "similarity": 0.397,
-          "content_similarity": 0.387,
+          "similarity": 0.399,
+          "content_similarity": 0.39,
           "size_similarity": 0.101,
           "breadth_similarity": 0.606,
           "concentration_similarity": 1.0,
@@ -2940,7 +2940,7 @@
         46483
       ],
       "representative_pr_number": 46436,
-      "average_similarity": 0.494,
+      "average_similarity": 0.493,
       "summary": "3 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #46436.",
       "shared_filenames": [
         "tests/generation/test_utils.py",
@@ -2957,8 +2957,8 @@
         {
           "left_pr_number": 46436,
           "right_pr_number": 46483,
-          "similarity": 0.598,
-          "content_similarity": 0.47,
+          "similarity": 0.597,
+          "content_similarity": 0.469,
           "size_similarity": 0.853,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.819,
@@ -2978,7 +2978,7 @@
           "left_pr_number": 46124,
           "right_pr_number": 46436,
           "similarity": 0.452,
-          "content_similarity": 0.231,
+          "content_similarity": 0.23,
           "size_similarity": 0.966,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.922,
@@ -2996,8 +2996,8 @@
         {
           "left_pr_number": 46124,
           "right_pr_number": 46483,
-          "similarity": 0.431,
-          "content_similarity": 0.232,
+          "similarity": 0.43,
+          "content_similarity": 0.231,
           "size_similarity": 0.824,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.897,
@@ -3014,6 +3014,84 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45682-3",
+      "pr_numbers": [
+        45682,
+        46442,
+        46538
+      ],
+      "representative_pr_number": 46442,
+      "average_similarity": 0.484,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/integrations/peft.py`, `tests/peft_integration/test_peft_integration.py`; representative PR #46442.",
+      "shared_filenames": [
+        "src/transformers/integrations/peft.py",
+        "tests/peft_integration/test_peft_integration.py"
+      ],
+      "shared_directories": [
+        "src/transformers/integrations",
+        "src/transformers",
+        "src",
+        "tests/peft_integration",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45682,
+          "right_pr_number": 46442,
+          "similarity": 0.609,
+          "content_similarity": 0.677,
+          "size_similarity": 0.435,
+          "breadth_similarity": 0.31,
+          "concentration_similarity": 0.773,
+          "shared_filenames": [
+            "src/transformers/integrations/peft.py",
+            "tests/peft_integration/test_peft_integration.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "tests/peft_integration",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 46442,
+          "right_pr_number": 46538,
+          "similarity": 0.508,
+          "content_similarity": 0.633,
+          "size_similarity": 0.008,
+          "breadth_similarity": 0.155,
+          "concentration_similarity": 0.969,
+          "shared_filenames": [
+            "src/transformers/integrations/peft.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45682,
+          "right_pr_number": 46538,
+          "similarity": 0.334,
+          "content_similarity": 0.349,
+          "size_similarity": 0.019,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.742,
+          "shared_filenames": [
+            "src/transformers/integrations/peft.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43656-3",
       "pr_numbers": [
@@ -3113,7 +3191,7 @@
         {
           "left_pr_number": 45293,
           "right_pr_number": 46091,
-          "similarity": 0.519,
+          "similarity": 0.518,
           "content_similarity": 0.548,
           "size_similarity": 0.16,
           "breadth_similarity": 0.667,
@@ -3136,7 +3214,7 @@
           "left_pr_number": 45293,
           "right_pr_number": 45317,
           "similarity": 0.499,
-          "content_similarity": 0.343,
+          "content_similarity": 0.342,
           "size_similarity": 0.741,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.972,
@@ -3194,7 +3272,7 @@
           "left_pr_number": 45548,
           "right_pr_number": 45649,
           "similarity": 0.507,
-          "content_similarity": 0.514,
+          "content_similarity": 0.513,
           "size_similarity": 0.149,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -3309,7 +3387,7 @@
           "left_pr_number": 45709,
           "right_pr_number": 46211,
           "similarity": 0.195,
-          "content_similarity": 0.049,
+          "content_similarity": 0.048,
           "size_similarity": 0.753,
           "breadth_similarity": 0.2,
           "concentration_similarity": 0.571,
@@ -3346,19 +3424,19 @@
       "shared_directories": [
         "src/transformers/models/fast_vlm",
         "src/transformers/models/mistral3",
+        "src/transformers/models/vipllava",
         "src/transformers/models/chameleon",
         "src/transformers/models/florence2",
         "src/transformers/models/glm46v",
         "src/transformers/models/got_ocr2",
-        "src/transformers/models/idefics2",
-        "src/transformers/models/ovis2"
+        "src/transformers/models/idefics2"
       ],
       "pairwise": [
         {
           "left_pr_number": 44907,
           "right_pr_number": 45783,
-          "similarity": 0.487,
-          "content_similarity": 0.493,
+          "similarity": 0.486,
+          "content_similarity": 0.492,
           "size_similarity": 0.075,
           "breadth_similarity": 0.809,
           "concentration_similarity": 0.99,
@@ -3423,8 +3501,8 @@
         {
           "left_pr_number": 43446,
           "right_pr_number": 44907,
-          "similarity": 0.332,
-          "content_similarity": 0.317,
+          "similarity": 0.331,
+          "content_similarity": 0.316,
           "size_similarity": 0.219,
           "breadth_similarity": 0.322,
           "concentration_similarity": 0.899,
@@ -3523,7 +3601,7 @@
           "left_pr_number": 44114,
           "right_pr_number": 46196,
           "similarity": 0.45,
-          "content_similarity": 0.285,
+          "content_similarity": 0.284,
           "size_similarity": 0.911,
           "breadth_similarity": 0.715,
           "concentration_similarity": 0.848,
@@ -3571,7 +3649,7 @@
         46446
       ],
       "representative_pr_number": 46446,
-      "average_similarity": 0.372,
+      "average_similarity": 0.371,
       "summary": "3 open PRs share weighted file overlap around `tests/utils/test_cache_utils.py`, `src/transformers/cache_utils.py`, `src/transformers/generation/utils.py`; representative PR #46446.",
       "shared_filenames": [
         "tests/utils/test_cache_utils.py",
@@ -3589,7 +3667,7 @@
         {
           "left_pr_number": 42655,
           "right_pr_number": 46446,
-          "similarity": 0.417,
+          "similarity": 0.416,
           "content_similarity": 0.357,
           "size_similarity": 0.297,
           "breadth_similarity": 0.792,
@@ -3610,8 +3688,8 @@
         {
           "left_pr_number": 43875,
           "right_pr_number": 46446,
-          "similarity": 0.417,
-          "content_similarity": 0.423,
+          "similarity": 0.413,
+          "content_similarity": 0.417,
           "size_similarity": 0.142,
           "breadth_similarity": 0.533,
           "concentration_similarity": 0.934,
@@ -3655,7 +3733,7 @@
         44550
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.363,
+      "average_similarity": 0.365,
       "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -3668,8 +3746,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.385,
-          "content_similarity": 0.121,
+          "similarity": 0.388,
+          "content_similarity": 0.125,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3684,8 +3762,8 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 44550,
-          "similarity": 0.356,
-          "content_similarity": 0.09,
+          "similarity": 0.359,
+          "content_similarity": 0.093,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3699,8 +3777,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44407,
-          "similarity": 0.348,
-          "content_similarity": 0.077,
+          "similarity": 0.349,
+          "content_similarity": 0.079,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3721,7 +3799,7 @@
         45917
       ],
       "representative_pr_number": 44981,
-      "average_similarity": 0.362,
+      "average_similarity": 0.361,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44981.",
       "shared_filenames": [
         "src/transformers/trainer.py"
@@ -3736,8 +3814,8 @@
         {
           "left_pr_number": 44889,
           "right_pr_number": 44981,
-          "similarity": 0.4,
-          "content_similarity": 0.158,
+          "similarity": 0.398,
+          "content_similarity": 0.156,
           "size_similarity": 0.991,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.812,
@@ -3755,7 +3833,7 @@
           "left_pr_number": 44981,
           "right_pr_number": 45917,
           "similarity": 0.355,
-          "content_similarity": 0.11,
+          "content_similarity": 0.109,
           "size_similarity": 0.87,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.959,
@@ -3771,7 +3849,7 @@
           "left_pr_number": 44889,
           "right_pr_number": 45917,
           "similarity": 0.33,
-          "content_similarity": 0.08,
+          "content_similarity": 0.079,
           "size_similarity": 0.879,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.852,
@@ -4111,7 +4189,7 @@
         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",
@@ -4137,8 +4215,8 @@
         {
           "left_pr_number": 43543,
           "right_pr_number": 43775,
-          "similarity": 0.775,
-          "content_similarity": 0.879,
+          "similarity": 0.774,
+          "content_similarity": 0.878,
           "size_similarity": 0.191,
           "breadth_similarity": 0.811,
           "concentration_similarity": 0.996,
@@ -4428,11 +4506,11 @@
         46530
       ],
       "representative_pr_number": 43085,
-      "average_similarity": 0.65,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/stopping_criteria.py`, `tests/generation/test_stopping_criteria.py`; representative PR #43085.",
+      "average_similarity": 0.644,
+      "summary": "2 open PRs share weighted file overlap around `tests/generation/test_stopping_criteria.py`, `src/transformers/generation/stopping_criteria.py`; representative PR #43085.",
       "shared_filenames": [
-        "src/transformers/generation/stopping_criteria.py",
-        "tests/generation/test_stopping_criteria.py"
+        "tests/generation/test_stopping_criteria.py",
+        "src/transformers/generation/stopping_criteria.py"
       ],
       "shared_directories": [
         "src/transformers/generation",
@@ -4445,8 +4523,8 @@
         {
           "left_pr_number": 43085,
           "right_pr_number": 46530,
-          "similarity": 0.65,
-          "content_similarity": 0.661,
+          "similarity": 0.644,
+          "content_similarity": 0.653,
           "size_similarity": 0.451,
           "breadth_similarity": 0.7,
           "concentration_similarity": 0.987,
@@ -4503,49 +4581,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-45682-2",
-      "pr_numbers": [
-        45682,
-        46442
-      ],
-      "representative_pr_number": 45682,
-      "average_similarity": 0.615,
-      "summary": "2 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.",
-      "shared_filenames": [
-        "tests/peft_integration/test_peft_integration.py",
-        "src/transformers/integrations/peft.py"
-      ],
-      "shared_directories": [
-        "src/transformers/integrations",
-        "tests/peft_integration",
-        "src/transformers",
-        "tests",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 45682,
-          "right_pr_number": 46442,
-          "similarity": 0.615,
-          "content_similarity": 0.685,
-          "size_similarity": 0.435,
-          "breadth_similarity": 0.31,
-          "concentration_similarity": 0.773,
-          "shared_filenames": [
-            "src/transformers/integrations/peft.py",
-            "tests/peft_integration/test_peft_integration.py"
-          ],
-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "tests/peft_integration",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-43665-2",
       "pr_numbers": [
@@ -4590,7 +4625,7 @@
         46174
       ],
       "representative_pr_number": 45932,
-      "average_similarity": 0.596,
+      "average_similarity": 0.597,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #45932.",
       "shared_filenames": [
         "src/transformers/models/vit_mae/modeling_vit_mae.py",
@@ -4616,8 +4651,8 @@
         {
           "left_pr_number": 45932,
           "right_pr_number": 46174,
-          "similarity": 0.596,
-          "content_similarity": 0.636,
+          "similarity": 0.597,
+          "content_similarity": 0.637,
           "size_similarity": 0.248,
           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -4647,6 +4682,71 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46122-2",
+      "pr_numbers": [
+        46122,
+        46331
+      ],
+      "representative_pr_number": 46122,
+      "average_similarity": 0.577,
+      "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/parakeet.md`, `src/transformers/models/parakeet/configuration_parakeet.py`, `src/transformers/models/parakeet/convert_nemo_to_hf.py`; representative PR #46122.",
+      "shared_filenames": [
+        "docs/source/en/model_doc/parakeet.md",
+        "src/transformers/models/parakeet/configuration_parakeet.py",
+        "src/transformers/models/parakeet/convert_nemo_to_hf.py",
+        "src/transformers/models/parakeet/generation_parakeet.py",
+        "src/transformers/models/parakeet/modeling_parakeet.py",
+        "src/transformers/models/parakeet/modular_parakeet.py",
+        "tests/models/parakeet/test_modeling_parakeet.py",
+        "src/transformers/models/auto/feature_extraction_auto.py"
+      ],
+      "shared_directories": [
+        "src/transformers/models/parakeet",
+        "docs/source/en/model_doc",
+        "src/transformers/models/auto",
+        "tests/models/parakeet",
+        "docs/source/en",
+        "src/transformers/models",
+        "docs/source",
+        "tests/models"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46122,
+          "right_pr_number": 46331,
+          "similarity": 0.577,
+          "content_similarity": 0.586,
+          "size_similarity": 0.493,
+          "breadth_similarity": 0.661,
+          "concentration_similarity": 0.529,
+          "shared_filenames": [
+            "docs/source/en/model_doc/parakeet.md",
+            "src/transformers/models/auto/auto_mappings.py",
+            "src/transformers/models/auto/feature_extraction_auto.py",
+            "src/transformers/models/auto/modeling_auto.py",
+            "src/transformers/models/auto/processing_auto.py",
+            "src/transformers/models/auto/tokenization_auto.py",
+            "src/transformers/models/parakeet/configuration_parakeet.py",
+            "src/transformers/models/parakeet/convert_nemo_to_hf.py",
+            "src/transformers/models/parakeet/generation_parakeet.py",
+            "src/transformers/models/parakeet/modeling_parakeet.py"
+          ],
+          "shared_directories": [
+            "docs/source/en/model_doc",
+            "src/transformers/models/auto",
+            "src/transformers/models/parakeet",
+            "docs/source/en",
+            "src/transformers/models",
+            "tests/models/parakeet",
+            "docs/source",
+            "src/transformers",
+            "tests/models",
+            "docs"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44228-2",
       "pr_numbers": [
@@ -4753,7 +4853,7 @@
           "left_pr_number": 45332,
           "right_pr_number": 45333,
           "similarity": 0.546,
-          "content_similarity": 0.583,
+          "content_similarity": 0.582,
           "size_similarity": 0.264,
           "breadth_similarity": 0.542,
           "concentration_similarity": 0.883,
@@ -4924,6 +5024,55 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43532-2",
+      "pr_numbers": [
+        43532,
+        43649
+      ],
+      "representative_pr_number": 43532,
+      "average_similarity": 0.5,
+      "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`, `.github/workflows/self-comment-ci.yml`; representative PR #43532.",
+      "shared_filenames": [
+        "utils/notification_service.py",
+        ".github/workflows/self-scheduled.yml",
+        ".github/workflows/self-comment-ci.yml",
+        "tests/models/vit/test_modeling_vit.py"
+      ],
+      "shared_directories": [
+        "tests/models/vit",
+        ".github/workflows",
+        "tests/models",
+        ".github",
+        "utils",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 43532,
+          "right_pr_number": 43649,
+          "similarity": 0.5,
+          "content_similarity": 0.44,
+          "size_similarity": 0.395,
+          "breadth_similarity": 0.875,
+          "concentration_similarity": 0.893,
+          "shared_filenames": [
+            ".github/workflows/self-comment-ci.yml",
+            ".github/workflows/self-scheduled.yml",
+            "tests/models/vit/test_modeling_vit.py",
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