Refresh transformers dataset snapshot 20260427T120026Z

README.md

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 - eval set creation
 
 Notes:
-- latest snapshot: `20260427T000017Z`
+- latest snapshot: `20260427T120026Z`
 - raw data only; no labels or moderation decisions
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@@ -8970,8 +8903,8 @@
             "number": 44915,
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@@ -10752,6 +10685,73 @@
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+      "heuristic_note": "extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share",
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+        "distinct_repos_with_authored_prs": 276,
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+            "number": 44312,
+            "title": "fix: replace 8 bare except clauses with except Exception",
+            "url": "https://github.com/huggingface/transformers/pull/44312",
+            "state": "closed",
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+          },
+          {
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+            "number": 44289,
+            "title": "fix: replace 8 bare except clauses with except Exception",
+            "url": "https://github.com/huggingface/transformers/pull/44289",
+            "state": "closed",
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+      "fetch_error": null
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     {
       "author_login": "jackcook",
       "name": "Jack Cook",
@@ -10889,73 +10889,6 @@
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-            "url": "https://github.com/huggingface/transformers/pull/44294",
-            "state": "closed",
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-          },
-          {
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-            "number": 44254,
-            "title": "Fix fast tokenizers overwriting custom `pre_tokenizer` from `tokenizer.json`",
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     {
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       "name": "Junwon Hwang",
@@ -10963,14 +10896,14 @@
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       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anuxlear",
       "repo_first_seen_at": "2026-01-02T07:29:46Z",
-      "repo_last_seen_at": "2026-04-21T17:36:50Z",
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@@ -14961,7 +14894,7 @@
             "number": 45641,
             "title": "Fix NameError in serving CLI due to conditional import asymmetry",
             "url": "https://github.com/huggingface/transformers/pull/45641",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-04-24T18:01:06Z"
@@ -15855,7 +15788,7 @@
       "snapshot_comment_count": 1,
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-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
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@@ -15887,7 +15820,7 @@
             "number": 45650,
             "title": "Fix KeyError for flash_attn in import_utils.py on Python 3.13Fix ",
             "url": "https://github.com/huggingface/transformers/pull/45650",
-            "state": "open",
+            "state": "closed",
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             "draft": false,
             "created_at": "2026-04-25T22:08:51Z"
@@ -22653,12 +22586,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ashaealh",
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       "repo_first_seen_at": "2026-03-13T05:05:01Z",
-      "repo_last_seen_at": "2026-04-02T21:23:53Z",
+      "repo_last_seen_at": "2026-04-27T03:52:58Z",
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@@ -23459,7 +23392,7 @@
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@@ -23491,7 +23424,7 @@
             "number": 45648,
             "title": "Fix SDPA inference tolerances for MPS backend",
             "url": "https://github.com/huggingface/transformers/pull/45648",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-04-25T19:30:01Z"

new-contributors-report.md

@@ -1,18 +1,18 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260427T000017Z`
-- Generated: `2026-04-27T00:00:40Z`
+- Snapshot: `20260427T120026Z`
+- Generated: `2026-04-27T12:02:24Z`
 - Activity window: `60d`
-- Contributors: `360`
+- Contributors: `359`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 83 | 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` | 84 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 82 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 74 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
-| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 69 | 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` | 70 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 63 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 49 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 41 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
@@ -23,7 +23,7 @@
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 27 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-10-03T15:26:01Z` | 24 | 0 | strong | low | low | targets high-star repos |
 | `ManasVardhan` | [profile](https://github.com/ManasVardhan) | no | NONE | 2488d | `2026-02-15T11:10:48Z` | 22 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 20 | 0 | strong | low | low | targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 22 | 0 | strong | low | low | targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 19 | 4 | strong | moderate | low | high recent PR volume |
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 19 | 0 | strong | low | low | targets high-star repos |
 | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
@@ -106,7 +106,6 @@
 | `FaizanImran-blip` | [profile](https://github.com/FaizanImran-blip) | no | FIRST_TIME_CONTRIBUTOR | 393d | `2026-03-30T19:10:48Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `GitGlimpse895` | [profile](https://github.com/GitGlimpse895) | no | NONE | 5d | `2026-04-12T10:14:58Z` | 2 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `guoyangzhen` | [profile](https://github.com/guoyangzhen) | no | NONE | 2589d | `2026-03-20T13:03:54Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `haosenwang1018` | [profile](https://github.com/haosenwang1018) | no | NONE | 725d | `2026-02-26T00:58:35Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
 | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2869d | `2026-03-14T18:33:53Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `hijingsong` | [profile](https://github.com/hijingsong) | no | FIRST_TIME_CONTRIBUTOR | 24d | `2026-04-11T16:23:48Z` | 2 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
@@ -146,9 +145,9 @@
 | `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `CodersAcademy006` | [profile](https://github.com/CodersAcademy006) | no | CONTRIBUTOR | 1448d | `2025-12-26T08:58:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `haosenwang1018` | [profile](https://github.com/haosenwang1018) | no | NONE | 725d | `2026-02-26T00:58:35Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
 | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `leopold-tzafon` | [profile](https://github.com/leopold-tzafon) | no | CONTRIBUTOR | 451d | `2026-02-19T15:45:13Z` | 2 | 0 | strong | low | low | targets high-star repos |
-| `mario-sanz` | [profile](https://github.com/mario-sanz) | no | CONTRIBUTOR | 2022d | `2026-02-24T13:54:30Z` | 2 | 0 | weak | low | low | targets high-star repos |
 | `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `thakoreh` | [profile](https://github.com/thakoreh) | no | NONE | 2947d | `2026-02-23T21:27:09Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `tysoncung` | [profile](https://github.com/tysoncung) | no | CONTRIBUTOR | 2698d | `2026-02-17T02:03:30Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
@@ -223,7 +222,7 @@
 | `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 149d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
 | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
-| `aryanp2107` | [profile](https://github.com/aryanp2107) | no | FIRST_TIME_CONTRIBUTOR | 1390d | `2026-04-25T21:44:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `aryanp2107` | [profile](https://github.com/aryanp2107) | no | NONE | 1390d | `2026-04-25T21:44:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
 | `avasis-ai` | [profile](https://github.com/avasis-ai) | no | CONTRIBUTOR | 30d | `2026-04-18T21:48:22Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share |
 | `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -356,7 +355,7 @@
 | `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `vivekvar-dl` | [profile](https://github.com/vivekvar-dl) | no | NONE | 2072d | `2026-03-21T03:12:37Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
-| `voodoovampire` | [profile](https://github.com/voodoovampire) | no | FIRST_TIME_CONTRIBUTOR | 512d | `2026-04-25T19:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `voodoovampire` | [profile](https://github.com/voodoovampire) | no | NONE | 512d | `2026-04-25T19:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `vxa8502` | [profile](https://github.com/vxa8502) | no | NONE | 431d | `2026-03-13T22:49:59Z` | 1 | 0 | weak | low | low | targets high-star repos |
 | `w601sxs` | [profile](https://github.com/w601sxs) | no | FIRST_TIME_CONTRIBUTOR | 4837d | `2026-04-01T15:02:15Z` | 1 | 0 | mixed | low | low | — |
 | `XingyuHu109` | [profile](https://github.com/XingyuHu109) | no | NONE | 1517d | `2026-03-05T21:14:38Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -378,12 +377,12 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
 - repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-04-24T09:32:13Z`
+- repo last seen: `2026-04-27T08:53:41Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **83**
-- snapshot authored PRs/issues: **83 PRs / 0 issues**
-- snapshot discussion activity: **216 comments / 291 reviews / 449 review comments**
+- repo primary artifacts: **84**
+- snapshot authored PRs/issues: **84 PRs / 0 issues**
+- snapshot discussion activity: **220 comments / 295 reviews / 459 review comments**
 - account age: **2036 days**
 - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: `huggingface`
@@ -391,9 +390,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45652: Fix colmodernvbert tests](https://github.com/huggingface/transformers/pull/45652) — closed, merged
 - [PR #45624: Skip failing offloading tests](https://github.com/huggingface/transformers/pull/45624) — closed, merged
-- [PR #45622: Fix peft constructors](https://github.com/huggingface/transformers/pull/45622) — open
-- [PR #45619: Remove unnecessary generate warnings](https://github.com/huggingface/transformers/pull/45619) — closed, merged
+- [PR #45622: Fix peft constructors](https://github.com/huggingface/transformers/pull/45622) — closed, merged
 
 ### `tarekziade`
 
@@ -401,12 +400,12 @@ 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: `2026-04-24T14:39:03Z`
+- repo last seen: `2026-04-27T06:22:38Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **88**
 - snapshot authored PRs/issues: **82 PRs / 6 issues**
-- snapshot discussion activity: **152 comments / 177 reviews / 167 review comments**
+- snapshot discussion activity: **154 comments / 177 reviews / 167 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`
@@ -450,12 +449,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-04-24T16:54:33Z`
+- repo last seen: `2026-04-27T11:10:47Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **69**
-- snapshot authored PRs/issues: **69 PRs / 0 issues**
-- snapshot discussion activity: **464 comments / 659 reviews / 1603 review comments**
+- repo primary artifacts: **70**
+- snapshot authored PRs/issues: **70 PRs / 0 issues**
+- snapshot discussion activity: **469 comments / 662 reviews / 1637 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`
@@ -463,9 +462,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45655: Fix the order of `cls.config` resolution](https://github.com/huggingface/transformers/pull/45655) — open
 - [PR #45630: Add new model: Kimi2-6](https://github.com/huggingface/transformers/pull/45630) — open
 - [PR #45608: Python code in model docs](https://github.com/huggingface/transformers/pull/45608) — open
-- [PR #45493: Modularize `ProcessorMixin` into smaller components](https://github.com/huggingface/transformers/pull/45493) — open
 
 ### `kaixuanliu`
 
@@ -499,12 +498,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-04-25T07:21:28Z`
+- repo last seen: `2026-04-27T08:15:11Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **51**
 - snapshot authored PRs/issues: **49 PRs / 2 issues**
-- snapshot discussion activity: **149 comments / 493 reviews / 991 review comments**
+- snapshot discussion activity: **149 comments / 503 reviews / 1003 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
@@ -597,12 +596,12 @@ 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: `2026-04-24T16:36:59Z`
+- repo last seen: `2026-04-27T11:40:37Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **37**
 - snapshot authored PRs/issues: **37 PRs / 0 issues**
-- snapshot discussion activity: **546 comments / 209 reviews / 121 review comments**
+- snapshot discussion activity: **550 comments / 209 reviews / 121 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`
@@ -620,12 +619,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharshaljanjani)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharshaljanjani)
 - repo first seen: `2025-09-17T20:29:13Z`
-- repo last seen: `2026-04-23T17:13:34Z`
+- repo last seen: `2026-04-27T09:23:27Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **52**
 - snapshot authored PRs/issues: **32 PRs / 20 issues**
-- snapshot discussion activity: **103 comments / 130 reviews / 130 review comments**
+- snapshot discussion activity: **105 comments / 130 reviews / 130 review comments**
 - account age: **1961 days**
 - recent public PR activity: **18 PRs** (15 merged / 0 closed-unmerged / 3 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: none visible
@@ -646,12 +645,12 @@ 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: `2026-04-23T07:48:43Z`
+- repo last seen: `2026-04-27T08:50:31Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **27**
 - snapshot authored PRs/issues: **27 PRs / 0 issues**
-- snapshot discussion activity: **38 comments / 43 reviews / 29 review comments**
+- snapshot discussion activity: **39 comments / 44 reviews / 29 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
@@ -715,12 +714,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-04-24T07:34:36Z`
+- repo last seen: `2026-04-27T09:23:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **20**
-- snapshot authored PRs/issues: **20 PRs / 0 issues**
-- snapshot discussion activity: **38 comments / 107 reviews / 120 review comments**
+- repo primary artifacts: **22**
+- snapshot authored PRs/issues: **22 PRs / 0 issues**
+- snapshot discussion activity: **39 comments / 120 reviews / 133 review comments**
 - account age: **1813 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
 - public orgs: none visible
@@ -728,9 +727,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #45654: [CB] Refactor any model-related code in a separate class](https://github.com/huggingface/transformers/pull/45654) — open, draft
+- [PR #45653: [CB] Better overall script and decode bucketting](https://github.com/huggingface/transformers/pull/45653) — open
 - [PR #45530: [CB] Changes for long generation](https://github.com/huggingface/transformers/pull/45530) — closed, merged
-- [PR #45323: [CB] Fix capture of max_seqlen](https://github.com/huggingface/transformers/pull/45323) — closed, merged
-- [PR #45184: [CB] [Major] Add CPU request offloading](https://github.com/huggingface/transformers/pull/45184) — open
 
 ### `jiqing-feng`
 
@@ -764,12 +763,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb)
 - repo first seen: `2025-01-20T12:27:19Z`
-- repo last seen: `2026-04-24T09:23:10Z`
+- repo last seen: `2026-04-27T07:45:54Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **19**
 - snapshot authored PRs/issues: **19 PRs / 0 issues**
-- snapshot discussion activity: **33 comments / 126 reviews / 247 review comments**
+- snapshot discussion activity: **33 comments / 130 reviews / 251 review comments**
 - account age: **1607 days**
 - recent public PR activity: **11 PRs** (8 merged / 0 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: none visible
@@ -1009,12 +1008,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif)
 - repo first seen: `2025-09-08T13:05:54Z`
-- repo last seen: `2026-04-23T15:22:10Z`
+- repo last seen: `2026-04-27T09:09:53Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **14**
 - snapshot authored PRs/issues: **14 PRs / 0 issues**
-- snapshot discussion activity: **31 comments / 32 reviews / 29 review comments**
+- snapshot discussion activity: **32 comments / 32 reviews / 29 review comments**
 - account age: **6569 days**
 - recent public PR activity: **32 PRs** (20 merged / 1 closed-unmerged / 11 open; merged rate **62%**, closed-unmerged rate **3%**, open rate **34%**)
 - public orgs: none visible
@@ -1254,7 +1253,7 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume**
 
 Example artifacts:
-- [PR #45274: Fix CB Accuracy Regression under FA2](https://github.com/huggingface/transformers/pull/45274) — open
+- [PR #45274: Fix CB Accuracy Regression under FA2](https://github.com/huggingface/transformers/pull/45274) — closed
 - [PR #45202: Fix gemma4 has flash-attention incompatbile head-dim=512](https://github.com/huggingface/transformers/pull/45202) — open
 - [PR #45157: [WIP] PrismML Bonsai model support](https://github.com/huggingface/transformers/pull/45157) — open, draft
 
@@ -1287,12 +1286,12 @@ Example artifacts:
 - 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: `2024-08-30T13:38:48Z`
-- repo last seen: `2026-04-23T13:24:28Z`
+- repo last seen: `2026-04-27T08:33:33Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **6 PRs / 2 issues**
-- snapshot discussion activity: **14 comments / 28 reviews / 42 review comments**
+- snapshot discussion activity: **15 comments / 28 reviews / 42 review comments**
 - account age: **3177 days**
 - recent public PR activity: **7 PRs** (5 merged / 1 closed-unmerged / 1 open; merged rate **71%**, closed-unmerged rate **14%**, open rate **14%**)
 - public orgs: `conda-forge`, `huggingface`, `ProjectBlackFalcon`, `PyTorch-Community-Voices`, `PyTorch-GitHub-Badge-Ecosystem-Day`, `Hugging-Face-Supporter`, `Hugging-Face-Helping-Hand`
@@ -1979,7 +1978,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45625: Add `supports_gradient_checkpointing` to `NemotronHPreTrainedModel`](https://github.com/huggingface/transformers/pull/45625) — open
+- [PR #45625: Add `supports_gradient_checkpointing` to `NemotronHPreTrainedModel`](https://github.com/huggingface/transformers/pull/45625) — closed, merged
 - [PR #44873: Fix VL model rope_deltas batch size mismatch in online RL training](https://github.com/huggingface/transformers/pull/44873) — closed, merged
 - [PR #44853: Fix Zamba2MambaMixer ignoring use_mamba_kernels=False](https://github.com/huggingface/transformers/pull/44853) — closed, merged
 
@@ -2643,28 +2642,6 @@ Example artifacts:
 - [PR #44902: fix: Whisper word timestamp OOB access on trailing replacement char](https://github.com/huggingface/transformers/pull/44902) — closed
 - [PR #44885: fix: prevent IndexError in Whisper word timestamp decode](https://github.com/huggingface/transformers/pull/44885) — closed
 
-### `haosenwang1018`
-
-- profile: [github.com/haosenwang1018](https://github.com/haosenwang1018)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahaosenwang1018)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahaosenwang1018)
-- repo first seen: `2026-02-26T00:58:35Z`
-- repo last seen: `2026-02-27T03:27:26Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **725 days**
-- recent public PR activity: **1000 PRs** (112 merged / 444 closed-unmerged / 537 open; merged rate **11%**, closed-unmerged rate **44%**, open rate **44%**)
-- 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; many recent closed-unmerged PRs; high open PR share**
-
-Example artifacts:
-- [PR #44312: fix: replace 8 bare except clauses with except Exception](https://github.com/huggingface/transformers/pull/44312) — closed
-- [PR #44289: fix: replace 8 bare except clauses with except Exception](https://github.com/huggingface/transformers/pull/44289) — closed
-
 ### `he-yufeng`
 
 - profile: [github.com/he-yufeng](https://github.com/he-yufeng)
@@ -2970,7 +2947,7 @@ Example artifacts:
 - heuristic read: **young account; high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #44915: 🔴🔴🔴 fix: skip `clean_up_tokenization` for BPE tokenizers in `PreTrainedTokenizerFast`](https://github.com/huggingface/transformers/pull/44915) — open
+- [PR #44915: 🔴🔴🔴 fix: skip `clean_up_tokenization` for BPE tokenizers in `PreTrainedTokenizerFast`](https://github.com/huggingface/transformers/pull/44915) — closed, merged
 - [PR #44914: fix: set `clean_up_tokenization_spaces=False` in Llama 3 tokenizer conversion](https://github.com/huggingface/transformers/pull/44914) — closed, merged
 
 ### `MaybeSam05`
@@ -3531,6 +3508,28 @@ Example artifacts:
 - [PR #45273: fix: liger unnecessarily materializes logits in VRAM during eval, causing OOM](https://github.com/huggingface/transformers/pull/45273) — open
 - [PR #44189: fix: don't move model to device under other dist train backends](https://github.com/huggingface/transformers/pull/44189) — open
 
+### `haosenwang1018`
+
+- profile: [github.com/haosenwang1018](https://github.com/haosenwang1018)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahaosenwang1018)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahaosenwang1018)
+- repo first seen: `2026-02-26T00:58:35Z`
+- repo last seen: `2026-02-27T03:27:26Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **725 days**
+- recent public PR activity: **1000 PRs** (112 merged / 444 closed-unmerged / 537 open; merged rate **11%**, closed-unmerged rate **44%**, open rate **44%**)
+- 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; many recent closed-unmerged PRs; high open PR share**
+
+Example artifacts:
+- [PR #44312: fix: replace 8 bare except clauses with except Exception](https://github.com/huggingface/transformers/pull/44312) — closed
+- [PR #44289: fix: replace 8 bare except clauses with except Exception](https://github.com/huggingface/transformers/pull/44289) — closed
+
 ### `jackcook`
 
 - profile: [github.com/jackcook](https://github.com/jackcook)
@@ -3575,40 +3574,18 @@ Example artifacts:
 - [PR #44433: fix: raise error if mm_token_type_ids not supplied ](https://github.com/huggingface/transformers/pull/44433) — closed, merged
 - [PR #44158: fix bug with position_ids on qwen3-vl models, such that position_ids include text position](https://github.com/huggingface/transformers/pull/44158) — closed, merged
 
-### `mario-sanz`
-
-- profile: [github.com/mario-sanz](https://github.com/mario-sanz)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amario-sanz)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amario-sanz)
-- repo first seen: `2026-02-24T13:54:30Z`
-- repo last seen: `2026-02-26T08:45:31Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
-- account age: **2022 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
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #44294: Fix: use `TokenizersBackend` for Olmo3 to preserve custom `pre_tokenizer`](https://github.com/huggingface/transformers/pull/44294) — closed, merged
-- [PR #44254: Fix fast tokenizers overwriting custom `pre_tokenizer` from `tokenizer.json`](https://github.com/huggingface/transformers/pull/44254) — closed
-
 ### `nuxlear`
 
 - profile: [github.com/nuxlear](https://github.com/nuxlear)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anuxlear)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anuxlear)
 - repo first seen: `2026-01-02T07:29:46Z`
-- repo last seen: `2026-04-21T17:36:50Z`
+- repo last seen: `2026-04-27T11:26:29Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 19 reviews / 19 review comments**
+- snapshot discussion activity: **8 comments / 21 reviews / 21 review comments**
 - account age: **3757 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -4892,7 +4869,7 @@ Example artifacts:
 - heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #45641: Fix NameError in serving CLI due to conditional import asymmetry](https://github.com/huggingface/transformers/pull/45641) — open
+- [PR #45641: Fix NameError in serving CLI due to conditional import asymmetry](https://github.com/huggingface/transformers/pull/45641) — closed
 
 ### `abidlabs`
 
@@ -5217,7 +5194,7 @@ Example artifacts:
 - repo first seen: `2026-04-25T21:44:39Z`
 - repo last seen: `2026-04-25T22:08:51Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
@@ -5228,7 +5205,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45650: Fix KeyError for flash_attn in import_utils.py on Python 3.13Fix ](https://github.com/huggingface/transformers/pull/45650) — open
+- [PR #45650: Fix KeyError for flash_attn in import_utils.py on Python 3.13Fix ](https://github.com/huggingface/transformers/pull/45650) — closed
 
 ### `avarga1`
 
@@ -7717,12 +7694,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ashaealh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ashaealh)
 - repo first seen: `2026-03-13T05:05:01Z`
-- repo last seen: `2026-04-02T21:23:53Z`
+- repo last seen: `2026-04-27T03:52:58Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **70 days**
 - recent public PR activity: **5 PRs** (2 merged / 1 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **20%**, open rate **40%**)
 - public orgs: none visible
@@ -8013,7 +7990,7 @@ Example artifacts:
 - repo first seen: `2026-04-25T19:30:01Z`
 - repo last seen: `2026-04-25T20:04:16Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
@@ -8024,7 +8001,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45648: Fix SDPA inference tolerances for MPS backend](https://github.com/huggingface/transformers/pull/45648) — open
+- [PR #45648: Fix SDPA inference tolerances for MPS backend](https://github.com/huggingface/transformers/pull/45648) — closed
 
 ### `vxa8502`
 

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@@ -1811,7 +1804,7 @@
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@@ -1910,8 +1903,8 @@
         {
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-          "similarity": 0.328,
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@@ -1936,7 +1929,7 @@
         44872
       ],
       "representative_pr_number": 34667,
-      "average_similarity": 0.478,
+      "average_similarity": 0.473,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1950,8 +1943,8 @@
         {
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-          "content_similarity": 0.46,
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           "breadth_similarity": 1.0,
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@@ -1967,8 +1960,8 @@
         {
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-          "similarity": 0.452,
-          "content_similarity": 0.373,
+          "similarity": 0.447,
+          "content_similarity": 0.367,
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           "breadth_similarity": 1.0,
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@@ -1984,8 +1977,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 44872,
-          "similarity": 0.437,
-          "content_similarity": 0.382,
+          "similarity": 0.433,
+          "content_similarity": 0.376,
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@@ -2008,7 +2001,7 @@
         44547
       ],
       "representative_pr_number": 43549,
-      "average_similarity": 0.462,
+      "average_similarity": 0.461,
       "summary": "3 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"
@@ -2021,7 +2014,7 @@
         {
           "left_pr_number": 41097,
           "right_pr_number": 43549,
-          "similarity": 0.547,
+          "similarity": 0.546,
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           "breadth_similarity": 1.0,
@@ -2037,8 +2030,8 @@
         {
           "left_pr_number": 43549,
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-          "similarity": 0.436,
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+          "similarity": 0.435,
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@@ -2076,7 +2069,7 @@
         45317
       ],
       "representative_pr_number": 45086,
-      "average_similarity": 0.413,
+      "average_similarity": 0.418,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #45086.",
       "shared_filenames": [
         "src/transformers/tokenization_utils_tokenizers.py"
@@ -2089,8 +2082,8 @@
         {
           "left_pr_number": 45086,
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-          "similarity": 0.469,
-          "content_similarity": 0.495,
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+          "content_similarity": 0.498,
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           "breadth_similarity": 0.5,
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@@ -2105,8 +2098,8 @@
         {
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@@ -2121,8 +2114,8 @@
         {
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@@ -2137,139 +2130,71 @@
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-        45378,
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-      "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_mistral_common.py`, `tests/test_tokenization_mistral_common.py`; representative PR #41855.",
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-        "src/transformers/tokenization_mistral_common.py",
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-        {
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-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-45342-3",
+      "cluster_id": "pr-scope-44385-3",
       "pr_numbers": [
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-        45548,
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+        44385,
+        44615,
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-      "average_similarity": 0.397,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
+      "representative_pr_number": 44615,
+      "average_similarity": 0.406,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
       "shared_filenames": [
-        "src/transformers/modeling_utils.py"
+        "src/transformers/utils/import_utils.py"
       ],
       "shared_directories": [
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-          "size_similarity": 0.625,
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           "shared_filenames": [
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           "shared_directories": [
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           "shared_directories": [
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         {
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-          "size_similarity": 0.17,
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+          "breadth_similarity": 0.667,
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           "shared_filenames": [
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+            "src/transformers/utils/import_utils.py"
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@@ -2284,7 +2209,7 @@
         44550
       ],
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-      "average_similarity": 0.375,
+      "average_similarity": 0.374,
       "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -2297,8 +2222,8 @@
         {
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@@ -2313,8 +2238,8 @@
         {
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@@ -2328,8 +2253,8 @@
         {
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3119,7 +3044,7 @@
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           "concentration_similarity": 0.53,
@@ -3134,48 +3059,38 @@
       ]
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     {
-      "cluster_id": "pr-scope-45332-2",
+      "cluster_id": "pr-scope-41855-2",
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-        45333
+        41855,
+        45628
       ],
-      "representative_pr_number": 45332,
-      "average_similarity": 0.499,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.",
+      "representative_pr_number": 41855,
+      "average_similarity": 0.504,
+      "summary": "2 open PRs share weighted file overlap around `tests/test_tokenization_mistral_common.py`, `src/transformers/tokenization_mistral_common.py`; representative PR #41855.",
       "shared_filenames": [
-        "src/transformers/heterogeneity/__init__.py",
-        "src/transformers/heterogeneity/configuration_utils.py",
-        "tests/heterogeneity/__init__.py",
-        "tests/heterogeneity/test_configuration_utils.py",
-        "src/transformers/configuration_utils.py"
+        "tests/test_tokenization_mistral_common.py",
+        "src/transformers/tokenization_mistral_common.py"
       ],
       "shared_directories": [
-        "src/transformers/heterogeneity",
-        "tests/heterogeneity",
         "src/transformers",
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-          "size_similarity": 0.215,
-          "breadth_similarity": 0.479,
-          "concentration_similarity": 0.945,
+          "left_pr_number": 41855,
+          "right_pr_number": 45628,
+          "similarity": 0.504,
+          "content_similarity": 0.417,
+          "size_similarity": 0.448,
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           "shared_filenames": [
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-            "src/transformers/heterogeneity/__init__.py",
-            "src/transformers/heterogeneity/configuration_utils.py",
-            "tests/heterogeneity/__init__.py",
-            "tests/heterogeneity/test_configuration_utils.py"
+            "src/transformers/tokenization_mistral_common.py",
+            "tests/test_tokenization_mistral_common.py"
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           "shared_directories": [
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             "src/transformers",
-            "tests/heterogeneity",
             "src",
             "tests"
           ]
@@ -3219,6 +3134,55 @@
         }
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+    {
+      "cluster_id": "pr-scope-45332-2",
+      "pr_numbers": [
+        45332,
+        45333
+      ],
+      "representative_pr_number": 45332,
+      "average_similarity": 0.498,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.",
+      "shared_filenames": [
+        "src/transformers/heterogeneity/__init__.py",
+        "src/transformers/heterogeneity/configuration_utils.py",
+        "tests/heterogeneity/__init__.py",
+        "tests/heterogeneity/test_configuration_utils.py",
+        "src/transformers/configuration_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/heterogeneity",
+        "tests/heterogeneity",
+        "src/transformers",
+        "tests",
+        "src"
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+      "pairwise": [
+        {
+          "left_pr_number": 45332,
+          "right_pr_number": 45333,
+          "similarity": 0.498,
+          "content_similarity": 0.529,
+          "size_similarity": 0.215,
+          "breadth_similarity": 0.479,
+          "concentration_similarity": 0.945,
+          "shared_filenames": [
+            "src/transformers/configuration_utils.py",
+            "src/transformers/heterogeneity/__init__.py",
+            "src/transformers/heterogeneity/configuration_utils.py",
+            "tests/heterogeneity/__init__.py",
+            "tests/heterogeneity/test_configuration_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/heterogeneity",
+            "src/transformers",
+            "tests/heterogeneity",
+            "src",
+            "tests"
+          ]
+        }
+      ]
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     {
       "cluster_id": "pr-scope-40755-2",
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@@ -3382,92 +3346,6 @@
         }
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-      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/nemotron_h/modeling_nemotron_h.py`, `src/transformers/models/nemotron_h/modular_nemotron_h.py`; representative PR #45591.",
-      "shared_filenames": [
-        "src/transformers/models/nemotron_h/modeling_nemotron_h.py",
-        "src/transformers/models/nemotron_h/modular_nemotron_h.py"
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-        "src/transformers/models/nemotron_h",
-        "src/transformers/models",
-        "src/transformers",
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-            "src/transformers/models/nemotron_h/modular_nemotron_h.py"
-          ],
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-            "src/transformers/models/nemotron_h",
-            "src/transformers/models",
-            "src/transformers",
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-    {
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-        45274
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-      "representative_pr_number": 45184,
-      "average_similarity": 0.429,
-      "summary": "2 open PRs share weighted file overlap around `tests/generation/test_continuous_batching.py`, `src/transformers/generation/continuous_batching/continuous_api.py`; representative PR #45184.",
-      "shared_filenames": [
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-        "src/transformers/generation",
-        "tests/generation",
-        "src/transformers",
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