Refresh transformers dataset snapshot 20260513T060025Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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@@ -9469,6 +9392,83 @@
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@@ -16945,8 +16945,8 @@
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             "url": "https://github.com/huggingface/transformers/pull/45895",
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@@ -17370,12 +17370,12 @@
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@@ -18003,12 +18003,12 @@
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@@ -21214,12 +21214,12 @@
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@@ -21498,7 +21498,7 @@
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@@ -21530,8 +21530,8 @@
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@@ -23138,6 +23138,63 @@
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new-contributors-report.md

@@ -1,20 +1,20 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260513T000101Z`
-- Generated: `2026-05-13T00:01:52Z`
+- Snapshot: `20260513T060025Z`
+- Generated: `2026-05-13T06:01:38Z`
 - Activity window: `60d`
-- Contributors: `349`
+- Contributors: `350`
 
 ## 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` | 91 | 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` | 92 | 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` | 85 | 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` | 77 | 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` | 76 | 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` | 73 | 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` | 53 | 3 | 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` | 74 | 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` | 54 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2025-01-06T17:52:26Z` | 47 | 1 | 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` | 43 | 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` | 43 | 1 | mixed | low | low | targets high-star repos |
@@ -24,8 +24,8 @@
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-10-03T15:26:01Z` | 28 | 0 | strong | low | low | targets high-star repos |
 | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 25 | 0 | strong | low | low | targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 22 | 4 | strong | moderate | low | high recent PR volume |
+| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 20 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 20 | 0 | strong | low | low | targets high-star repos |
-| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 19 | 13 | strong | moderate | low | extremely high recent PR volume; 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 |
 | `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 17 | 3 | strong | low | low | — |
@@ -39,7 +39,6 @@
 | `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5708d | `2024-10-17T15:17:05Z` | 9 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2626d | `2025-12-10T12:31:18Z` | 8 | 2 | strong | moderate | low | targets high-star repos |
-| `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2570d | `2026-02-25T22:23:20Z` | 8 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `s-zx` | [profile](https://github.com/s-zx) | no | NONE | 2020d | `2026-03-08T19:38:00Z` | 8 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
@@ -129,6 +128,7 @@
 | `voodoovampire` | [profile](https://github.com/voodoovampire) | no | FIRST_TIME_CONTRIBUTOR | 512d | `2026-04-25T19:30:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume |
 | `omkar-334` | [profile](https://github.com/omkar-334) | no | CONTRIBUTOR | 2888d | `2025-12-12T17:57:18Z` | 15 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
+| `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `CodersAcademy006` | [profile](https://github.com/CodersAcademy006) | no | CONTRIBUTOR | 1448d | `2025-10-15T09:44:53Z` | 6 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
 | `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
@@ -251,7 +251,7 @@
 | `glegendre01` | [profile](https://github.com/glegendre01) | no | MEMBER | 1282d | `2026-04-21T12:37:31Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `GopalGB` | [profile](https://github.com/GopalGB) | no | NONE | 2136d | `2026-04-30T04:04:10Z` | 1 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `GuaiZai233` | [profile](https://github.com/GuaiZai233) | no | CONTRIBUTOR | 821d | `2026-04-28T15:36:03Z` | 1 | 0 | strong | low | low | — |
-| `guarin` | [profile](https://github.com/guarin) | yes | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 1 | 0 | strong | low | low | — |
+| `guarin` | [profile](https://github.com/guarin) | no | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 1 | 0 | strong | low | low | — |
 | `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2974d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | FIRST_TIME_CONTRIBUTOR | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `HelloAnner` | [profile](https://github.com/HelloAnner) | no | NONE | 1658d | `2026-04-11T06:22:52Z` | 1 | 0 | mixed | low | low | — |
@@ -262,7 +262,7 @@
 | `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 421d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — |
 | `i3hz` | [profile](https://github.com/i3hz) | no | CONTRIBUTOR | 961d | `2026-02-18T04:04:37Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
-| `igordertigor` | [profile](https://github.com/igordertigor) | yes | FIRST_TIME_CONTRIBUTOR | 5665d | `2026-05-12T19:17:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `igordertigor` | [profile](https://github.com/igordertigor) | no | FIRST_TIME_CONTRIBUTOR | 5665d | `2026-05-12T19:17:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 1 | 0 | strong | low | low | high recent PR volume |
 | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -318,12 +318,12 @@
 | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 1 | 0 | mixed | low | low | — |
 | `Ratwood98` | [profile](https://github.com/Ratwood98) | no | CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `RicardoLee510520` | [profile](https://github.com/RicardoLee510520) | no | FIRST_TIMER | 168d | `2026-03-19T06:30:53Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
-| `rmotgi1227` | [profile](https://github.com/rmotgi1227) | yes | FIRST_TIME_CONTRIBUTOR | 295d | `2026-05-12T21:21:10Z` | 1 | 0 | mixed | moderate | low | young account; targets high-star repos |
+| `rmotgi1227` | [profile](https://github.com/rmotgi1227) | no | FIRST_TIME_CONTRIBUTOR | 295d | `2026-05-12T21:21:10Z` | 1 | 0 | mixed | moderate | low | young account; targets high-star repos |
 | `RobTand` | [profile](https://github.com/RobTand) | no | NONE | 3405d | `2026-05-02T19:12:41Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `roycho96` | [profile](https://github.com/roycho96) | no | FIRST_TIME_CONTRIBUTOR | 2160d | `2026-03-20T15:08:32Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `rraghavkaushik` | [profile](https://github.com/rraghavkaushik) | no | CONTRIBUTOR | 1057d | `2026-05-06T10:53:47Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `rsmed31` | [profile](https://github.com/rsmed31) | no | NONE | 1321d | `2026-03-14T23:57:14Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `ruben-aghayan` | [profile](https://github.com/ruben-aghayan) | no | FIRST_TIME_CONTRIBUTOR | 3216d | `2026-04-13T03:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `ruben-aghayan` | [profile](https://github.com/ruben-aghayan) | no | CONTRIBUTOR | 3216d | `2026-04-13T03:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ruixiang63` | [profile](https://github.com/ruixiang63) | no | CONTRIBUTOR | 3277d | `2026-04-27T21:19:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3282d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -352,6 +352,7 @@
 | `xu-song` | [profile](https://github.com/xu-song) | no | CONTRIBUTOR | 3895d | `2026-04-01T14:50:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `yacinemebarki` | [profile](https://github.com/yacinemebarki) | no | CONTRIBUTOR | 482d | `2026-03-30T21:18:47Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Yanis01682` | [profile](https://github.com/Yanis01682) | no | NONE | 606d | `2026-04-14T01:47:54Z` | 1 | 0 | strong | low | low | — |
+| `Yeuvoir` | [profile](https://github.com/Yeuvoir) | yes | FIRST_TIME_CONTRIBUTOR | 639d | `2026-05-13T05:45:38Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `yileld` | [profile](https://github.com/yileld) | no | FIRST_TIME_CONTRIBUTOR | 3958d | `2026-04-30T02:17:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `YousefZahran1` | [profile](https://github.com/YousefZahran1) | no | NONE | 870d | `2026-05-07T16:00:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `zendy199x` | [profile](https://github.com/zendy199x) | no | NONE | 2543d | `2026-03-29T15:50:04Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
@@ -367,12 +368,12 @@
 - 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: `2026-05-12T09:10:00Z`
+- repo last seen: `2026-05-13T06:00:57Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **91**
-- snapshot authored PRs/issues: **91 PRs / 0 issues**
-- snapshot discussion activity: **234 comments / 311 reviews / 484 review comments**
+- repo primary artifacts: **92**
+- snapshot authored PRs/issues: **92 PRs / 0 issues**
+- snapshot discussion activity: **238 comments / 315 reviews / 485 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`
@@ -380,9 +381,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45912: Fix fsdp2 for gemma models with shared kv states](https://github.com/huggingface/transformers/pull/45912) — open
+- [PR #45927: Expose `per_layer_inputs` for every Gemma4 variants](https://github.com/huggingface/transformers/pull/45927) — open
+- [PR #45912: Fix fsdp2 for gemma models with shared kv states](https://github.com/huggingface/transformers/pull/45912) — closed, merged
 - [PR #45909: Automatically inherit properties from children in composite models](https://github.com/huggingface/transformers/pull/45909) — closed, merged
-- [PR #45906: Remove `_checkpoint_conversion_mapping` from model attributes](https://github.com/huggingface/transformers/pull/45906) — closed, merged
 
 ### `tarekziade`
 
@@ -462,12 +463,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
 - repo first seen: `2025-06-20T09:58:55Z`
-- repo last seen: `2026-05-11T09:16:12Z`
+- repo last seen: `2026-05-13T02:19:04Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **77**
-- snapshot authored PRs/issues: **73 PRs / 4 issues**
-- snapshot discussion activity: **61 comments / 61 reviews / 60 review comments**
+- repo primary artifacts: **78**
+- snapshot authored PRs/issues: **74 PRs / 4 issues**
+- snapshot discussion activity: **61 comments / 63 reviews / 62 review comments**
 - account age: **3934 days**
 - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
 - public orgs: none visible
@@ -475,9 +476,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45926: hyperclovax: add XPU Expectations for CI test](https://github.com/huggingface/transformers/pull/45926) — open
 - [PR #45890: exaone4_5: add XPU expectations](https://github.com/huggingface/transformers/pull/45890) — open
 - [PR #45858: hy_v3: add XPU expectations](https://github.com/huggingface/transformers/pull/45858) — open
-- [PR #45845: fix(rf_detr): fix failing tests](https://github.com/huggingface/transformers/pull/45845) — closed, merged
 - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
 - [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
 - [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
@@ -488,12 +489,12 @@ 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: `2026-05-12T14:23:39Z`
+- repo last seen: `2026-05-13T05:47:10Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **56**
-- snapshot authored PRs/issues: **53 PRs / 3 issues**
-- snapshot discussion activity: **166 comments / 565 reviews / 1146 review comments**
+- repo primary artifacts: **57**
+- snapshot authored PRs/issues: **54 PRs / 3 issues**
+- snapshot discussion activity: **169 comments / 571 reviews / 1150 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
@@ -501,9 +502,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45928: Deepseek v4 csa mask collapse](https://github.com/huggingface/transformers/pull/45928) — closed, merged
 - [PR #45892: Fix deepseek v4](https://github.com/huggingface/transformers/pull/45892) — closed, merged
 - [PR #45881: [deepseek_v4] fix CSA per-query masking in eager path](https://github.com/huggingface/transformers/pull/45881) — closed, merged
-- [PR #45879: [deepseek_v4] fix CSA per-query masking in eager path](https://github.com/huggingface/transformers/pull/45879) — closed
 - [Issue #45882: Reduce peak memory during quantization of MoE models (follow-up to #43917)](https://github.com/huggingface/transformers/issues/45882) — open
 - [Issue #44052: Fix skipped tests for glm_moe_dsa model](https://github.com/huggingface/transformers/issues/44052) — closed
 - [Issue #42710: Outstanding issues / PR before we can release v5](https://github.com/huggingface/transformers/issues/42710) — closed
@@ -636,12 +637,12 @@ 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: `2026-05-12T07:30:16Z`
+- repo last seen: `2026-05-13T03:20:43Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **29**
 - snapshot authored PRs/issues: **29 PRs / 0 issues**
-- snapshot discussion activity: **43 comments / 49 reviews / 31 review comments**
+- snapshot discussion activity: **44 comments / 49 reviews / 31 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
@@ -705,12 +706,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
 - repo first seen: `2024-03-21T04:37:45Z`
-- repo last seen: `2026-05-12T04:26:48Z`
+- repo last seen: `2026-05-13T01:34:04Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **26**
 - snapshot authored PRs/issues: **22 PRs / 4 issues**
-- snapshot discussion activity: **44 comments / 32 reviews / 32 review comments**
+- snapshot discussion activity: **44 comments / 33 reviews / 33 review comments**
 - account age: **1396 days**
 - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: none visible
@@ -725,6 +726,32 @@ Example artifacts:
 - [Issue #43725: Quantization model behavior changed](https://github.com/huggingface/transformers/issues/43725) — closed
 - [Issue #42994: quantized model saving failed](https://github.com/huggingface/transformers/issues/42994) — closed
 
+### `qgallouedec`
+
+- profile: [github.com/qgallouedec](https://github.com/qgallouedec)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
+- repo first seen: `2024-12-13T13:39:10Z`
+- repo last seen: `2026-05-13T03:41:11Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **33**
+- snapshot authored PRs/issues: **20 PRs / 13 issues**
+- snapshot discussion activity: **39 comments / 48 reviews / 48 review comments**
+- account age: **2692 days**
+- recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **extremely high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #45930: [DeepSeek V4] Fix MoE converter substring-matching FP8 scale companions](https://github.com/huggingface/transformers/pull/45930) — open
+- [PR #45898: [fix] Add `fatal_error` to `ContinuousBatchingManager` so the serving layer can detect a dead CB worker](https://github.com/huggingface/transformers/pull/45898) — closed, merged
+- [PR #45857: Fix `tie_word_embeddings` not lifted from `text_config` for some VLM configs (BC regression)](https://github.com/huggingface/transformers/pull/45857) — open
+- [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
+- [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
+- [Issue #44514: `Qwen2_5_VLProcessor.apply_chat_template` crashes on batched input when `padding=False`](https://github.com/huggingface/transformers/issues/44514) — closed
+
 ### `eustlb`
 
 - profile: [github.com/eustlb](https://github.com/eustlb)
@@ -748,32 +775,6 @@ Example artifacts:
 - [PR #45606: [gemma4] infer from config instead of hardcoding](https://github.com/huggingface/transformers/pull/45606) — open
 - [PR #45534: 🚨 [ALM] Add base model without head](https://github.com/huggingface/transformers/pull/45534) — open, draft
 
-### `qgallouedec`
-
-- profile: [github.com/qgallouedec](https://github.com/qgallouedec)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
-- repo first seen: `2024-12-13T13:39:10Z`
-- repo last seen: `2026-05-12T03:51:56Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **32**
-- snapshot authored PRs/issues: **19 PRs / 13 issues**
-- snapshot discussion activity: **38 comments / 48 reviews / 48 review comments**
-- account age: **2692 days**
-- recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **extremely high recent PR volume; targets high-star repos**
-
-Example artifacts:
-- [PR #45898: [fix] Add `fatal_error` to `ContinuousBatchingManager` so the serving layer can detect a dead CB worker](https://github.com/huggingface/transformers/pull/45898) — open
-- [PR #45857: Fix `tie_word_embeddings` not lifted from `text_config` for some VLM configs (BC regression)](https://github.com/huggingface/transformers/pull/45857) — open
-- [PR #45848: Add Maximal Update Parametrization (μP)](https://github.com/huggingface/transformers/pull/45848) — open
-- [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
-- [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
-- [Issue #44514: `Qwen2_5_VLProcessor.apply_chat_template` crashes on batched input when `padding=False`](https://github.com/huggingface/transformers/issues/44514) — closed
-
 ### `tomaarsen`
 
 - profile: [github.com/tomaarsen](https://github.com/tomaarsen)
@@ -1084,29 +1085,6 @@ Example artifacts:
 - [Issue #45440: Native `DeepseekV3MoE` diverges from the remote DeepSeekV3 implementation](https://github.com/huggingface/transformers/issues/45440) — closed
 - [Issue #45141: [refactor] gpt-oss `eager_attention_forward` for modularity (Ex: models with dual eager attn: sink/no sink)](https://github.com/huggingface/transformers/issues/45141) — closed
 
-### `gambletan`
-
-- profile: [github.com/gambletan](https://github.com/gambletan)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agambletan)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agambletan)
-- repo first seen: `2026-03-13T05:22:03Z`
-- repo last seen: `2026-03-16T14:01:08Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 5 reviews / 0 review comments**
-- account age: **40 days**
-- recent public PR activity: **357 PRs** (22 merged / 230 closed-unmerged / 105 open; merged rate **6%**, closed-unmerged rate **64%**, open rate **29%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #44753: fix: add device= to torch.arange in XLNet relative_positional_encoding](https://github.com/huggingface/transformers/pull/44753) — closed
-- [PR #44692: fix: handle ragged input_ids in Qwen2_5_VLProcessor.apply_chat_template](https://github.com/huggingface/transformers/pull/44692) — closed
-- [PR #44691: Fix Qwen3.5 num_labels not propagated to text_config](https://github.com/huggingface/transformers/pull/44691) — closed
-
 ### `jashshah999`
 
 - profile: [github.com/jashshah999](https://github.com/jashshah999)
@@ -1345,12 +1323,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
 - repo first seen: `2026-04-23T00:37:54Z`
-- repo last seen: `2026-05-12T00:02:52Z`
+- repo last seen: `2026-05-13T05:06:34Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **5 PRs / 5 issues**
-- snapshot discussion activity: **5 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **6 comments / 3 reviews / 3 review comments**
 - account age: **4221 days**
 - recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
 - public orgs: none visible
@@ -1626,12 +1604,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbineshabee)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbineshabee)
 - repo first seen: `2026-04-13T08:59:27Z`
-- repo last seen: `2026-05-12T13:17:26Z`
+- repo last seen: `2026-05-13T02:27:22Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **3 PRs / 1 issues**
-- snapshot discussion activity: **14 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **15 comments / 0 reviews / 0 review comments**
 - account age: **1453 days**
 - recent public PR activity: **7 PRs** (3 merged / 3 closed-unmerged / 1 open; merged rate **43%**, closed-unmerged rate **43%**, open rate **14%**)
 - public orgs: none visible
@@ -1817,12 +1795,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alashahub)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alashahub)
 - repo first seen: `2026-01-08T16:47:50Z`
-- repo last seen: `2026-04-25T05:13:10Z`
+- repo last seen: `2026-05-13T02:58:00Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **9 comments / 8 reviews / 8 review comments**
+- snapshot discussion activity: **10 comments / 8 reviews / 8 review comments**
 - account age: **3339 days**
 - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
 - public orgs: none visible
@@ -1831,7 +1809,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45586: Add Audio-Visual Flamingo model](https://github.com/huggingface/transformers/pull/45586) — open
-- [PR #44830: Add AudioFlamingoNext model](https://github.com/huggingface/transformers/pull/44830) — open
+- [PR #44830: Support Audio Flamingo Next checkpoints](https://github.com/huggingface/transformers/pull/44830) — open
 - [PR #43538: Add Music Flamingo](https://github.com/huggingface/transformers/pull/43538) — closed, merged
 
 ### `jw9603`
@@ -3132,6 +3110,29 @@ Example artifacts:
 - [PR #44030: refactor output tracing in `dpr`](https://github.com/huggingface/transformers/pull/44030) — open
 - [PR #44029: refactor output tracing in `rwkv`](https://github.com/huggingface/transformers/pull/44029) — open
 
+### `gambletan`
+
+- profile: [github.com/gambletan](https://github.com/gambletan)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agambletan)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agambletan)
+- repo first seen: `2026-03-13T05:22:03Z`
+- repo last seen: `2026-03-16T14:01:08Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **8 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 5 reviews / 0 review comments**
+- account age: **40 days**
+- recent public PR activity: **357 PRs** (22 merged / 230 closed-unmerged / 105 open; merged rate **6%**, closed-unmerged rate **64%**, open rate **29%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #44753: fix: add device= to torch.arange in XLNet relative_positional_encoding](https://github.com/huggingface/transformers/pull/44753) — closed
+- [PR #44692: fix: handle ragged input_ids in Qwen2_5_VLProcessor.apply_chat_template](https://github.com/huggingface/transformers/pull/44692) — closed
+- [PR #44691: Fix Qwen3.5 num_labels not propagated to text_config](https://github.com/huggingface/transformers/pull/44691) — closed
+
 ### `CodersAcademy006`
 
 - profile: [github.com/CodersAcademy006](https://github.com/CodersAcademy006)
@@ -5630,7 +5631,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45895: Fix undefined 'input' variable](https://github.com/huggingface/transformers/pull/45895) — open
+- [PR #45895: Fix undefined 'input' variable](https://github.com/huggingface/transformers/pull/45895) — closed, merged
 
 ### `gagandhakrey`
 
@@ -5786,7 +5787,7 @@ Example artifacts:
 - 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: `2026-05-12T18:20:58Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -6017,7 +6018,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aigordertigor)
 - repo first seen: `2026-05-12T19:17:05Z`
 - repo last seen: `2026-05-12T19:17:05Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7193,7 +7194,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Armotgi1227)
 - repo first seen: `2026-05-12T21:21:10Z`
 - repo last seen: `2026-05-12T21:21:10Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7299,7 +7300,7 @@ Example artifacts:
 - repo first seen: `2026-04-13T03:57:04Z`
 - repo last seen: `2026-05-11T17:52:50Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
@@ -7310,7 +7311,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45389: Require input_ids for repetition penalty](https://github.com/huggingface/transformers/pull/45389) — open
+- [PR #45389: Require input_ids for repetition penalty](https://github.com/huggingface/transformers/pull/45389) — closed, merged
 
 ### `ruixiang63`
 
@@ -7900,6 +7901,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45423: Fix void segmentation map label reduction](https://github.com/huggingface/transformers/pull/45423) — closed
 
+### `Yeuvoir`
+
+- profile: [github.com/Yeuvoir](https://github.com/Yeuvoir)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYeuvoir)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYeuvoir)
+- repo first seen: `2026-05-13T05:45:38Z`
+- repo last seen: `2026-05-13T05:45:38Z`
+- 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: **0 comments / 0 reviews / 0 review comments**
+- account age: **639 days**
+- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 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 **low**, automation risk **low**
+- heuristic read: **no visible non-self stars**
+
+Example artifacts:
+- [PR #45931: Add TurboQuant KV cache backend](https://github.com/huggingface/transformers/pull/45931) — open
+
 ### `yileld`
 
 - profile: [github.com/yileld](https://github.com/yileld)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:16db889bebad3a7a043d9fba24030add666c7874e4803699545f74d5132d74c6
-size 62668
+oid sha256:0ce3c280d8c46db0f3bd88359dce6566872263fc366230297c4073f9fcd83011
+size 62724

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260513T000101Z",
-  "generated_at": "2026-05-13T00:01:43Z",
-  "cluster_count": 51,
+  "snapshot_id": "20260513T060025Z",
+  "generated_at": "2026-05-13T06:01:36Z",
+  "cluster_count": 50,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -802,7 +802,7 @@
           "left_pr_number": 45294,
           "right_pr_number": 45438,
           "similarity": 0.758,
-          "content_similarity": 0.779,
+          "content_similarity": 0.78,
           "size_similarity": 0.42,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.989,
@@ -875,8 +875,8 @@
         {
           "left_pr_number": 45607,
           "right_pr_number": 45817,
-          "similarity": 0.482,
-          "content_similarity": 0.499,
+          "similarity": 0.483,
+          "content_similarity": 0.5,
           "size_similarity": 0.424,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.545,
@@ -892,8 +892,8 @@
         {
           "left_pr_number": 45294,
           "right_pr_number": 45817,
-          "similarity": 0.457,
-          "content_similarity": 0.411,
+          "similarity": 0.456,
+          "content_similarity": 0.41,
           "size_similarity": 0.55,
           "breadth_similarity": 0.55,
           "concentration_similarity": 0.637,
@@ -915,8 +915,8 @@
         {
           "left_pr_number": 45294,
           "right_pr_number": 45606,
-          "similarity": 0.349,
-          "content_similarity": 0.294,
+          "similarity": 0.348,
+          "content_similarity": 0.292,
           "size_similarity": 0.3,
           "breadth_similarity": 0.55,
           "concentration_similarity": 0.869,
@@ -938,8 +938,8 @@
         {
           "left_pr_number": 45438,
           "right_pr_number": 45606,
-          "similarity": 0.343,
-          "content_similarity": 0.323,
+          "similarity": 0.342,
+          "content_similarity": 0.322,
           "size_similarity": 0.126,
           "breadth_similarity": 0.55,
           "concentration_similarity": 0.858,
@@ -961,8 +961,8 @@
         {
           "left_pr_number": 45294,
           "right_pr_number": 45607,
-          "similarity": 0.191,
-          "content_similarity": 0.126,
+          "similarity": 0.19,
+          "content_similarity": 0.125,
           "size_similarity": 0.233,
           "breadth_similarity": 0.225,
           "concentration_similarity": 0.908,
@@ -978,7 +978,7 @@
         {
           "left_pr_number": 45438,
           "right_pr_number": 45607,
-          "similarity": 0.171,
+          "similarity": 0.17,
           "content_similarity": 0.125,
           "size_similarity": 0.098,
           "breadth_similarity": 0.225,
@@ -1030,8 +1030,8 @@
         {
           "left_pr_number": 45396,
           "right_pr_number": 45827,
-          "similarity": 0.552,
-          "content_similarity": 0.578,
+          "similarity": 0.553,
+          "content_similarity": 0.579,
           "size_similarity": 0.232,
           "breadth_similarity": 0.633,
           "concentration_similarity": 0.987,
@@ -1229,7 +1229,7 @@
           "left_pr_number": 44973,
           "right_pr_number": 45396,
           "similarity": 0.4,
-          "content_similarity": 0.426,
+          "content_similarity": 0.427,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.992,
@@ -1359,6 +1359,213 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-42655-5",
+      "pr_numbers": [
+        42655,
+        43875,
+        44893,
+        45846,
+        45931
+      ],
+      "representative_pr_number": 45846,
+      "average_similarity": 0.409,
+      "summary": "5 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`, `src/transformers/generation/utils.py`; representative PR #45846.",
+      "shared_filenames": [
+        "src/transformers/cache_utils.py",
+        "tests/utils/test_cache_utils.py",
+        "src/transformers/generation/utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src",
+        "tests/utils",
+        "tests",
+        "src/transformers/generation"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45846,
+          "right_pr_number": 45931,
+          "similarity": 0.669,
+          "content_similarity": 0.728,
+          "size_similarity": 0.581,
+          "breadth_similarity": 0.31,
+          "concentration_similarity": 0.824,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py",
+            "tests/utils/test_cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 43875,
+          "right_pr_number": 45846,
+          "similarity": 0.568,
+          "content_similarity": 0.579,
+          "size_similarity": 0.1,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.963,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py",
+            "tests/utils/test_cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 42655,
+          "right_pr_number": 45931,
+          "similarity": 0.495,
+          "content_similarity": 0.386,
+          "size_similarity": 0.728,
+          "breadth_similarity": 0.762,
+          "concentration_similarity": 0.784,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py",
+            "src/transformers/generation/utils.py",
+            "tests/utils/test_cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 42655,
+          "right_pr_number": 45846,
+          "similarity": 0.436,
+          "content_similarity": 0.404,
+          "size_similarity": 0.423,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.96,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py",
+            "tests/utils/test_cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 43875,
+          "right_pr_number": 45931,
+          "similarity": 0.411,
+          "content_similarity": 0.469,
+          "size_similarity": 0.058,
+          "breadth_similarity": 0.31,
+          "concentration_similarity": 0.861,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py",
+            "tests/utils/test_cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 43875,
+          "right_pr_number": 44893,
+          "similarity": 0.362,
+          "content_similarity": 0.28,
+          "size_similarity": 0.581,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.581,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44893,
+          "right_pr_number": 45931,
+          "similarity": 0.341,
+          "content_similarity": 0.407,
+          "size_similarity": 0.034,
+          "breadth_similarity": 0.155,
+          "concentration_similarity": 0.72,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44893,
+          "right_pr_number": 45846,
+          "similarity": 0.332,
+          "content_similarity": 0.352,
+          "size_similarity": 0.058,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.543,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 42655,
+          "right_pr_number": 43875,
+          "similarity": 0.276,
+          "content_similarity": 0.259,
+          "size_similarity": 0.042,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.923,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py",
+            "tests/utils/test_cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 42655,
+          "right_pr_number": 44893,
+          "similarity": 0.205,
+          "content_similarity": 0.222,
+          "size_similarity": 0.024,
+          "breadth_similarity": 0.208,
+          "concentration_similarity": 0.503,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44070-4",
       "pr_numbers": [
@@ -1527,7 +1734,7 @@
         44682
       ],
       "representative_pr_number": 43836,
-      "average_similarity": 0.56,
+      "average_similarity": 0.561,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
@@ -1541,8 +1748,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 43836,
-          "similarity": 0.687,
-          "content_similarity": 0.742,
+          "similarity": 0.688,
+          "content_similarity": 0.743,
           "size_similarity": 0.121,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1558,8 +1765,8 @@
         {
           "left_pr_number": 43836,
           "right_pr_number": 43842,
-          "similarity": 0.612,
-          "content_similarity": 0.655,
+          "similarity": 0.613,
+          "content_similarity": 0.656,
           "size_similarity": 0.027,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1575,8 +1782,8 @@
         {
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@@ -1609,8 +1816,8 @@
         {
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@@ -1626,8 +1833,8 @@
         {
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         45896
       ],
       "representative_pr_number": 44543,
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+      "average_similarity": 0.452,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/test_tokenization_common.py`; representative PR #44543.",
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-      "summary": "4 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`; representative PR #45635.",
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-        "src/transformers/core_model_loading.py",
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-        {
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-          "size_similarity": 0.004,
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-          "shared_directories": [
-            "src/transformers",
-            "src"
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     {
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@@ -2023,7 +2107,7 @@
         45899
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.363,
+      "average_similarity": 0.362,
       "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -2037,7 +2121,7 @@
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@@ -2052,8 +2136,8 @@
         {
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@@ -2067,8 +2151,8 @@
         {
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@@ -2082,8 +2166,8 @@
         {
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@@ -2097,7 +2181,7 @@
         {
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@@ -2112,8 +2196,8 @@
         {
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@@ -2238,43 +2322,201 @@
             "src/transformers/models/gpt2/modeling_gpt2.py"
           ],
           "shared_directories": [
-            "src/transformers/models/gpt2",
+            "src/transformers/models/gpt2",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
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+          "size_similarity": 0.543,
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+          "concentration_similarity": 0.488,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers/models/gpt2",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "content_similarity": 0.508,
+          "size_similarity": 0.034,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.488,
+          "shared_filenames": [
+            "src/transformers/models/gpt2/modeling_gpt2.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/gpt2",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-44974-3",
+      "pr_numbers": [
+        44974,
+        45421,
+        45635
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+      "representative_pr_number": 45635,
+      "average_similarity": 0.542,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #45635.",
+      "shared_filenames": [
+        "src/transformers/core_model_loading.py",
+        "tests/utils/test_core_model_loading.py",
+        "tests/test_modeling_common.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
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+        "src",
+        "tests/utils"
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+          "breadth_similarity": 0.8,
+          "concentration_similarity": 0.929,
+          "shared_filenames": [
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+            "tests/utils/test_core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
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+            "src",
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+          "shared_filenames": [
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+          "shared_filenames": [
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+          "shared_directories": [
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+        }
+      ]
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+    {
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+        45202,
+        45883,
+        45927
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+      "representative_pr_number": 45883,
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+      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`; representative PR #45883.",
+      "shared_filenames": [
+        "src/transformers/models/gemma4/modular_gemma4.py",
+        "src/transformers/models/gemma4/modeling_gemma4.py"
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+      "shared_directories": [
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+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/transformers/models/gpt2/modeling_gpt2.py"
+            "src/transformers/models/gemma4/modeling_gemma4.py",
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+            "src/transformers/models/gemma4",
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+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/transformers/models/gpt2/modeling_gpt2.py"
+            "src/transformers/models/gemma4/modeling_gemma4.py",
+            "src/transformers/models/gemma4/modular_gemma4.py"
           ],
           "shared_directories": [
-            "src/transformers/models/gpt2",
+            "src/transformers/models/gemma4",
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             "src/transformers",
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@@ -2459,7 +2701,7 @@
         44872
       ],
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-      "average_similarity": 0.464,
+      "average_similarity": 0.465,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -2473,8 +2715,8 @@
         {
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2490,8 +2732,8 @@
         {
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@@ -2507,8 +2749,8 @@
         {
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2591,80 +2833,6 @@
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-        44893,
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-      "average_similarity": 0.423,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`; representative PR #43875.",
-      "shared_filenames": [
-        "src/transformers/cache_utils.py",
-        "tests/utils/test_cache_utils.py"
-      ],
-      "shared_directories": [
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-          ]
-        }
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     {
       "cluster_id": "pr-scope-43911-3",
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@@ -2724,7 +2892,7 @@
         {
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           "right_pr_number": 45924,
-          "similarity": 0.357,
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@@ -2849,7 +3017,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 44615,
           "similarity": 0.398,
-          "content_similarity": 0.323,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2865,8 +3033,8 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 45524,
-          "similarity": 0.375,
-          "content_similarity": 0.237,
+          "similarity": 0.374,
+          "content_similarity": 0.236,
           "size_similarity": 0.615,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2922,7 +3090,7 @@
         {
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           "right_pr_number": 45917,
-          "similarity": 0.353,
+          "similarity": 0.352,
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           "size_similarity": 0.87,
           "breadth_similarity": 1.0,
@@ -3276,6 +3444,47 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45639-2",
+      "pr_numbers": [
+        45639,
+        45645
+      ],
+      "representative_pr_number": 45639,
+      "average_similarity": 0.782,
+      "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `src/transformers/testing_utils.py`; representative PR #45639.",
+      "shared_filenames": [
+        "tests/utils/test_testing_utils.py",
+        "src/transformers/testing_utils.py"
+      ],
+      "shared_directories": [
+        "tests/utils",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45639,
+          "right_pr_number": 45645,
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+          "content_similarity": 0.844,
+          "size_similarity": 0.646,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.893,
+          "shared_filenames": [
+            "src/transformers/testing_utils.py",
+            "tests/utils/test_testing_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        }
+      ]
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