Refresh transformers dataset snapshot 20260512T120027Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260512T120027Z`
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@@ -3446,12 +3446,12 @@
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@@ -3496,7 +3496,7 @@
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@@ -3682,7 +3682,7 @@
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             "url": "https://github.com/huggingface/transformers/issues/45859",
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@@ -10042,83 +10042,6 @@
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@@ -10126,14 +10049,14 @@
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@@ -10166,8 +10089,8 @@
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             "url": "https://github.com/huggingface/transformers/pull/45887",
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@@ -13396,12 +13319,12 @@
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@@ -19774,8 +19697,8 @@
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@@ -20773,12 +20696,12 @@
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new-contributors-report.md

@@ -1,15 +1,15 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260512T060024Z`
-- Generated: `2026-05-12T06:01:23Z`
+- Snapshot: `20260512T120027Z`
+- Generated: `2026-05-12T12:02:28Z`
 - Activity window: `60d`
-- Contributors: `353`
+- Contributors: `352`
 
 ## 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` | 90 | 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` | 91 | 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 |
@@ -31,8 +31,8 @@
 | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 17 | 3 | strong | low | low | — |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-12-16T08:22:52Z` | 17 | 1 | strong | moderate | low | targets high-star repos |
 | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 16 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
+| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 16 | 0 | strong | moderate | low | — |
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 16 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
-| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 15 | 0 | strong | moderate | low | — |
 | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
 | `Sai-Suraj-27` | [profile](https://github.com/Sai-Suraj-27) | no | CONTRIBUTOR | 1745d | `2026-01-23T17:10:04Z` | 14 | 0 | strong | low | low | targets high-star repos |
 | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 13 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -136,7 +136,6 @@
 | `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
 | `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
 | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `Olexandr88` | [profile](https://github.com/Olexandr88) | no | CONTRIBUTOR | 1622d | `2025-12-26T13:28:31Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 | `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 |
 | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
@@ -183,7 +182,7 @@
 | `kndtran` | [profile](https://github.com/kndtran) | no | FIRST_TIME_CONTRIBUTOR | 3650d | `2026-05-06T18:23:26Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `mango766` | [profile](https://github.com/mango766) | no | CONTRIBUTOR | 1772d | `2026-03-16T04:08:09Z` | 1 | 1 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `masoudpz` | [profile](https://github.com/masoudpz) | no | FIRST_TIME_CONTRIBUTOR | 4678d | `2026-04-02T00:31:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `nealwu` | [profile](https://github.com/nealwu) | yes | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
+| `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
 | `ntenenz` | [profile](https://github.com/ntenenz) | no | CONTRIBUTOR | 4267d | `2026-03-13T20:09:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `nunq` | [profile](https://github.com/nunq) | no | FIRST_TIME_CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
@@ -292,7 +291,7 @@
 | `maanas1234` | [profile](https://github.com/maanas1234) | no | CONTRIBUTOR | 584d | `2026-03-31T17:31:37Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `madhav1k` | [profile](https://github.com/madhav1k) | no | FIRST_TIME_CONTRIBUTOR | 2059d | `2026-04-06T17:47:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4429d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
-| `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | FIRST_TIME_CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
+| `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
 | `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-11-10T16:50:33Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `Melnuno` | [profile](https://github.com/Melnuno) | no | NONE | 2376d | `2026-05-05T17:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -371,12 +370,12 @@
 - 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: `2026-05-12T03:23:10Z`
+- repo last seen: `2026-05-12T09:10:00Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **90**
-- snapshot authored PRs/issues: **90 PRs / 0 issues**
-- snapshot discussion activity: **228 comments / 308 reviews / 477 review comments**
+- repo primary artifacts: **91**
+- snapshot authored PRs/issues: **91 PRs / 0 issues**
+- snapshot discussion activity: **234 comments / 311 reviews / 484 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`
@@ -384,9 +383,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45909: Automatically inherit properties from children in composite models](https://github.com/huggingface/transformers/pull/45909) — open
+- [PR #45912: Fix fsdp2 for gemma models with shared kv states](https://github.com/huggingface/transformers/pull/45912) — open
+- [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
-- [PR #45889: Do not keep refs to submodules internally](https://github.com/huggingface/transformers/pull/45889) — closed, merged
 
 ### `tarekziade`
 
@@ -394,12 +393,12 @@ 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: `2026-05-06T13:36:08Z`
+- repo last seen: `2026-05-12T11:01:54Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **91**
 - snapshot authored PRs/issues: **85 PRs / 6 issues**
-- snapshot discussion activity: **169 comments / 191 reviews / 180 review comments**
+- snapshot discussion activity: **169 comments / 192 reviews / 183 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`
@@ -420,12 +419,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
 - repo first seen: `2025-03-31T13:54:54Z`
-- repo last seen: `2026-05-07T14:00:29Z`
+- repo last seen: `2026-05-12T09:17:35Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **77**
 - snapshot authored PRs/issues: **77 PRs / 0 issues**
-- snapshot discussion activity: **107 comments / 192 reviews / 142 review comments**
+- snapshot discussion activity: **107 comments / 193 reviews / 142 review comments**
 - account age: **4938 days**
 - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
 - public orgs: none visible
@@ -443,12 +442,12 @@ 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: `2026-05-11T17:51:11Z`
+- repo last seen: `2026-05-12T11:11:08Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **76**
 - snapshot authored PRs/issues: **76 PRs / 0 issues**
-- snapshot discussion activity: **525 comments / 788 reviews / 1833 review comments**
+- snapshot discussion activity: **526 comments / 790 reviews / 1836 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`
@@ -492,12 +491,12 @@ 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: `2026-05-12T05:33:41Z`
+- repo last seen: `2026-05-12T09:28:05Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **56**
 - snapshot authored PRs/issues: **53 PRs / 3 issues**
-- snapshot discussion activity: **161 comments / 555 reviews / 1124 review comments**
+- snapshot discussion activity: **166 comments / 563 reviews / 1136 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
@@ -505,7 +504,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45892: Fix deepseek v4](https://github.com/huggingface/transformers/pull/45892) — open
+- [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
@@ -567,12 +566,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-05-11T23:43:11Z`
+- repo last seen: `2026-05-12T12:00:15Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **44**
 - snapshot authored PRs/issues: **43 PRs / 1 issues**
-- snapshot discussion activity: **523 comments / 925 reviews / 3952 review comments**
+- snapshot discussion activity: **523 comments / 927 reviews / 3954 review comments**
 - account age: **1991 days**
 - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
 - public orgs: none visible
@@ -591,12 +590,12 @@ 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: `2026-05-11T16:46:30Z`
+- repo last seen: `2026-05-12T11:58:48Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **40**
 - snapshot authored PRs/issues: **40 PRs / 0 issues**
-- snapshot discussion activity: **610 comments / 222 reviews / 123 review comments**
+- snapshot discussion activity: **611 comments / 222 reviews / 123 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`
@@ -640,12 +639,12 @@ 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: `2026-05-12T05:26:16Z`
+- repo last seen: `2026-05-12T07:30:16Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **29**
 - snapshot authored PRs/issues: **29 PRs / 0 issues**
-- snapshot discussion activity: **41 comments / 47 reviews / 29 review comments**
+- snapshot discussion activity: **43 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
@@ -686,12 +685,12 @@ 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: `2026-05-12T05:07:41Z`
+- repo last seen: `2026-05-12T11:08:29Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **25**
 - snapshot authored PRs/issues: **25 PRs / 0 issues**
-- snapshot discussion activity: **42 comments / 129 reviews / 140 review comments**
+- snapshot discussion activity: **42 comments / 133 reviews / 144 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
@@ -735,12 +734,12 @@ 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: `2026-05-01T04:44:04Z`
+- repo last seen: `2026-05-12T09:45:57Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **20**
 - snapshot authored PRs/issues: **20 PRs / 0 issues**
-- snapshot discussion activity: **35 comments / 142 reviews / 280 review comments**
+- snapshot discussion activity: **35 comments / 144 reviews / 280 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
@@ -833,12 +832,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
 - repo first seen: `2025-07-04T08:41:29Z`
-- repo last seen: `2026-05-11T09:01:48Z`
+- repo last seen: `2026-05-12T09:30:11Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **20**
 - snapshot authored PRs/issues: **17 PRs / 3 issues**
-- snapshot discussion activity: **56 comments / 217 reviews / 192 review comments**
+- snapshot discussion activity: **56 comments / 219 reviews / 194 review comments**
 - account age: **2354 days**
 - recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
 - public orgs: `huggingface`, `Chouafa`
@@ -902,6 +901,29 @@ Example artifacts:
 - [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
 - [Issue #42738: BERT-like models with RoPE](https://github.com/huggingface/transformers/issues/42738) — open
 
+### `Abdennacer-Badaoui`
+
+- profile: [github.com/Abdennacer-Badaoui](https://github.com/Abdennacer-Badaoui)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbdennacer-Badaoui)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbdennacer-Badaoui)
+- repo first seen: `2026-01-08T18:13:10Z`
+- repo last seen: `2026-05-12T08:54:04Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **16**
+- snapshot authored PRs/issues: **16 PRs / 0 issues**
+- snapshot discussion activity: **6 comments / 34 reviews / 34 review comments**
+- account age: **1414 days**
+- recent public PR activity: **17 PRs** (16 merged / 0 closed-unmerged / 1 open; merged rate **94%**, closed-unmerged rate **0%**, open rate **6%**)
+- public orgs: `huggingface`, `bitsandbytes-foundation`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #45913: [CI] AMD docker: bump to ROCm 7.2.2 / PyTorch 2.10 + prebuilt FA wheel](https://github.com/huggingface/transformers/pull/45913) — open
+- [PR #45675: Fix UnboundLocalError in shard_and_distribute_module for replicated parameters](https://github.com/huggingface/transformers/pull/45675) — closed, merged
+- [PR #45602: [AMD CI] Fix expectations for Gemma3n](https://github.com/huggingface/transformers/pull/45602) — closed, merged
+
 ### `kashif`
 
 - profile: [github.com/kashif](https://github.com/kashif)
@@ -925,29 +947,6 @@ Example artifacts:
 - [PR #45513: [Qwen3.5] Fix GDN linear attention multi-token cached forward](https://github.com/huggingface/transformers/pull/45513) — open
 - [PR #45490: Add ctsm model](https://github.com/huggingface/transformers/pull/45490) — open
 
-### `Abdennacer-Badaoui`
-
-- profile: [github.com/Abdennacer-Badaoui](https://github.com/Abdennacer-Badaoui)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbdennacer-Badaoui)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbdennacer-Badaoui)
-- repo first seen: `2026-01-08T18:13:10Z`
-- repo last seen: `2026-04-28T08:32:19Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **15**
-- snapshot authored PRs/issues: **15 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 34 reviews / 34 review comments**
-- account age: **1414 days**
-- recent public PR activity: **17 PRs** (16 merged / 0 closed-unmerged / 1 open; merged rate **94%**, closed-unmerged rate **0%**, open rate **6%**)
-- public orgs: `huggingface`, `bitsandbytes-foundation`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #45675: Fix UnboundLocalError in shard_and_distribute_module for replicated parameters](https://github.com/huggingface/transformers/pull/45675) — closed, merged
-- [PR #45602: [AMD CI] Fix expectations for Gemma3n](https://github.com/huggingface/transformers/pull/45602) — closed, merged
-- [PR #45533: Fix AMD CI: rebuild torchvision with libjpeg + refresh expectations](https://github.com/huggingface/transformers/pull/45533) — closed, merged
-
 ### `michaelbenayoun`
 
 - profile: [github.com/michaelbenayoun](https://github.com/michaelbenayoun)
@@ -1163,12 +1162,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azhang-prog)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azhang-prog)
 - repo first seen: `2025-12-23T11:18:14Z`
-- repo last seen: `2026-05-09T08:30:04Z`
+- repo last seen: `2026-05-12T10:50:19Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **38 comments / 357 reviews / 358 review comments**
+- snapshot discussion activity: **38 comments / 362 reviews / 363 review comments**
 - account age: **2074 days**
 - recent public PR activity: **19 PRs** (16 merged / 2 closed-unmerged / 1 open; merged rate **84%**, closed-unmerged rate **11%**, open rate **5%**)
 - public orgs: none visible
@@ -1209,12 +1208,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJJJYmmm)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJJJYmmm)
 - repo first seen: `2026-01-27T10:34:17Z`
-- repo last seen: `2026-05-09T12:22:30Z`
+- repo last seen: `2026-05-12T11:54:27Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **17 comments / 26 reviews / 26 review comments**
+- snapshot discussion activity: **17 comments / 28 reviews / 28 review comments**
 - account age: **1648 days**
 - recent public PR activity: **11 PRs** (9 merged / 2 closed-unmerged / 0 open; merged rate **82%**, closed-unmerged rate **18%**, open rate **0%**)
 - public orgs: none visible
@@ -1303,12 +1302,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACharly21r)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACharly21r)
 - repo first seen: `2026-03-13T09:00:25Z`
-- repo last seen: `2026-05-11T08:14:46Z`
+- repo last seen: `2026-05-12T09:44:21Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **13 comments / 8 reviews / 8 review comments**
+- snapshot discussion activity: **14 comments / 8 reviews / 8 review comments**
 - account age: **359 days**
 - recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
 - public orgs: none visible
@@ -1317,7 +1316,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45718: Fix check_auto.py wiping auto_mappings.py due to missing flush](https://github.com/huggingface/transformers/pull/45718) — open
-- [PR #45716: [Gemma4] Fix SharedKVCache identity loss under FSDP2 cast_forward_inputs](https://github.com/huggingface/transformers/pull/45716) — open
+- [PR #45716: [Gemma4] Fix SharedKVCache identity loss under FSDP2 cast_forward_inputs](https://github.com/huggingface/transformers/pull/45716) — closed
 - [PR #45438: Add Gemma4ForSequenceClassification](https://github.com/huggingface/transformers/pull/45438) — open
 
 ### `kchpp940`
@@ -1366,7 +1365,7 @@ Example artifacts:
 - [PR #45861: Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU offload](https://github.com/huggingface/transformers/pull/45861) — open
 - [PR #45770: Unwrap `text_config` in `AutoModelFor*.from_config`](https://github.com/huggingface/transformers/pull/45770) — closed, merged
 - [Issue #45902: `Qwen3_5MoeTextRotaryEmbedding.inv_freq` reads uninitialized memory after `meta → to_empty(cuda)` materialization](https://github.com/huggingface/transformers/issues/45902) — open
-- [Issue #45859: `Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload](https://github.com/huggingface/transformers/issues/45859) — open
+- [Issue #45859: `Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload](https://github.com/huggingface/transformers/issues/45859) — closed
 - [Issue #45759: `AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs](https://github.com/huggingface/transformers/issues/45759) — closed
 
 ### `CharlieKerfoot`
@@ -3300,41 +3299,18 @@ Example artifacts:
 - [PR #44146: Ensure final evaluation runs with step-based evaluation strategy](https://github.com/huggingface/transformers/pull/44146) — closed, merged
 - [PR #42428: logic to select tf32 API as per Pytorch version](https://github.com/huggingface/transformers/pull/42428) — closed, merged
 
-### `Olexandr88`
-
-- profile: [github.com/Olexandr88](https://github.com/Olexandr88)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AOlexandr88)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AOlexandr88)
-- repo first seen: `2025-12-26T13:28:31Z`
-- repo last seen: `2026-03-13T11:08:13Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1622 days**
-- recent public PR activity: **55 PRs** (12 merged / 10 closed-unmerged / 33 open; merged rate **22%**, closed-unmerged rate **18%**, open rate **60%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **high recent PR volume; very broad repo spread; high open PR share**
-
-Example artifacts:
-- [PR #44659: docs: remove outdated use_diff docstring from DistributedConfig.to_js…](https://github.com/huggingface/transformers/pull/44659) — open
-- [PR #43544: Fix typos in add_new_model_like docstrings](https://github.com/huggingface/transformers/pull/43544) — closed, merged
-- [PR #43050: Fix safe _file_ access in CLIP lazy module](https://github.com/huggingface/transformers/pull/43050) — closed
-
 ### `bzantium`
 
 - profile: [github.com/bzantium](https://github.com/bzantium)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abzantium)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abzantium)
 - repo first seen: `2025-09-24T07:07:47Z`
-- repo last seen: `2026-05-11T13:05:41Z`
+- repo last seen: `2026-05-12T06:10:46Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
 - account age: **3641 days**
 - recent public PR activity: **51 PRs** (11 merged / 12 closed-unmerged / 28 open; merged rate **22%**, closed-unmerged rate **24%**, open rate **55%**)
 - public orgs: none visible
@@ -3342,7 +3318,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; broad repo spread; high open PR share**
 
 Example artifacts:
-- [PR #45887: fix(rope): read original_max_position_embeddings from yarn validator's argument](https://github.com/huggingface/transformers/pull/45887) — open
+- [PR #45887: fix(rope): read original_max_position_embeddings from yarn validator's argument](https://github.com/huggingface/transformers/pull/45887) — closed, merged
 - [PR #41116: Add MiniCPM3](https://github.com/huggingface/transformers/pull/41116) — open
 - [Issue #41115: Add Model Architecture for MiniCPM3](https://github.com/huggingface/transformers/issues/41115) — open
 
@@ -4354,7 +4330,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anealwu)
 - repo first seen: `2026-05-12T03:11:36Z`
 - repo last seen: `2026-05-12T03:18:27Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
@@ -6655,7 +6631,7 @@ Example artifacts:
 - repo first seen: `2026-05-11T07:00:47Z`
 - repo last seen: `2026-05-11T16:24:50Z`
 - 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: **1 comments / 0 reviews / 0 review comments**
@@ -6666,7 +6642,7 @@ Example artifacts:
 - heuristic read: **high open PR share**
 
 Example artifacts:
-- [PR #45886: Fix/pe audio video bugs](https://github.com/huggingface/transformers/pull/45886) — open
+- [PR #45886: Fix/pe audio video bugs](https://github.com/huggingface/transformers/pull/45886) — closed, merged
 
 ### `mathceo`
 
@@ -7031,12 +7007,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apdufour)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apdufour)
 - repo first seen: `2026-04-04T00:15:04Z`
-- repo last seen: `2026-04-24T06:48:39Z`
+- repo last seen: `2026-05-12T06:51:07Z`
 - 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: **2 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **3 comments / 3 reviews / 3 review comments**
 - account age: **5247 days**
 - recent public PR activity: **6 PRs** (1 merged / 0 closed-unmerged / 5 open; merged rate **17%**, closed-unmerged rate **0%**, open rate **83%**)
 - public orgs: none visible

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       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
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@@ -752,19 +752,17 @@
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+        45817
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-      "summary": "7 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`; representative PR #45817.",
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+      "average_similarity": 0.462,
+      "summary": "5 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`; representative PR #45606.",
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@@ -773,12 +771,12 @@
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-            "src/transformers/models/glm46v",
             "src/transformers/models/glm4v",
             "src/transformers/models/glm4v_moe",
+            "src/transformers/models/glm_image",
             "src/transformers/models/glm_ocr",
             "src/transformers/models/paddleocr_vl",
             "src/transformers/models/qwen2_5_omni",
@@ -1532,29 +1326,29 @@
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           "shared_filenames": [
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-            "src/transformers/models/glm46v/modeling_glm46v.py",
             "src/transformers/models/glm4v/modeling_glm4v.py",
-            "src/transformers/models/glm4v/modular_glm4v.py",
             "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
+            "src/transformers/models/glm_image/modeling_glm_image.py",
+            "src/transformers/models/glm_image/modular_glm_image.py",
             "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
+            "src/transformers/models/glm_ocr/modular_glm_ocr.py",
             "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
-            "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py",
             "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
             "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
           ],
           "shared_directories": [
             "src/transformers/models/ernie4_5_vl_moe",
-            "src/transformers/models/glm46v",
             "src/transformers/models/glm4v",
             "src/transformers/models/glm4v_moe",
+            "src/transformers/models/glm_image",
             "src/transformers/models/glm_ocr",
             "src/transformers/models/paddleocr_vl",
             "src/transformers/models/qwen2_5_omni",
@@ -1892,7 +1686,7 @@
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           "right_pr_number": 45794,
-          "similarity": 0.457,
+          "similarity": 0.456,
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           "size_similarity": 0.02,
           "breadth_similarity": 0.333,
@@ -1971,6 +1765,123 @@
         }
       ]
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+    {
+      "cluster_id": "pr-scope-44228-4",
+      "pr_numbers": [
+        44228,
+        45548,
+        45649,
+        45655
+      ],
+      "representative_pr_number": 45649,
+      "average_similarity": 0.403,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
+      "shared_filenames": [
+        "src/transformers/modeling_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
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+          "right_pr_number": 45655,
+          "similarity": 0.508,
+          "content_similarity": 0.345,
+          "size_similarity": 0.778,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45548,
+          "right_pr_number": 45649,
+          "similarity": 0.506,
+          "content_similarity": 0.512,
+          "size_similarity": 0.149,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 45649,
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+          "size_similarity": 0.167,
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+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 45548,
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+          "content_similarity": 0.234,
+          "size_similarity": 0.894,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.667,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45548,
+          "right_pr_number": 45655,
+          "similarity": 0.345,
+          "content_similarity": 0.274,
+          "size_similarity": 0.191,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44228,
+          "right_pr_number": 45655,
+          "similarity": 0.227,
+          "content_similarity": 0.159,
+          "size_similarity": 0.214,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.667,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-33686-4",
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@@ -1993,8 +1904,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.391,
-          "content_similarity": 0.13,
+          "similarity": 0.392,
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           "breadth_similarity": 1.0,
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@@ -2009,8 +1920,8 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 44550,
-          "similarity": 0.362,
-          "content_similarity": 0.098,
+          "similarity": 0.363,
+          "content_similarity": 0.099,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2025,7 +1936,7 @@
           "left_pr_number": 44550,
           "right_pr_number": 45899,
           "similarity": 0.362,
-          "content_similarity": 0.098,
+          "content_similarity": 0.099,
           "size_similarity": 0.955,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2054,8 +1965,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 45899,
-          "similarity": 0.351,
-          "content_similarity": 0.083,
+          "similarity": 0.352,
+          "content_similarity": 0.084,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2069,7 +1980,7 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 45899,
-          "similarity": 0.348,
+          "similarity": 0.349,
           "content_similarity": 0.088,
           "size_similarity": 0.913,
           "breadth_similarity": 1.0,
@@ -2108,7 +2019,7 @@
         {
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-          "similarity": 0.97,
+          "similarity": 0.969,
           "content_similarity": 0.968,
           "size_similarity": 0.959,
           "breadth_similarity": 1.0,
@@ -2146,8 +2057,8 @@
         {
           "left_pr_number": 44066,
           "right_pr_number": 44085,
-          "similarity": 0.919,
-          "content_similarity": 0.964,
+          "similarity": 0.918,
+          "content_similarity": 0.963,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.944,
@@ -2171,7 +2082,7 @@
         44676
       ],
       "representative_pr_number": 44059,
-      "average_similarity": 0.568,
+      "average_similarity": 0.572,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
       "shared_filenames": [
         "src/transformers/models/gpt2/modeling_gpt2.py"
@@ -2186,8 +2097,8 @@
         {
           "left_pr_number": 44059,
           "right_pr_number": 44676,
-          "similarity": 0.678,
-          "content_similarity": 0.74,
+          "similarity": 0.683,
+          "content_similarity": 0.748,
           "size_similarity": 0.062,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2204,8 +2115,8 @@
         {
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           "right_pr_number": 44059,
-          "similarity": 0.614,
-          "content_similarity": 0.678,
+          "similarity": 0.615,
+          "content_similarity": 0.68,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.488,
@@ -2222,8 +2133,8 @@
         {
           "left_pr_number": 44015,
           "right_pr_number": 44676,
-          "similarity": 0.414,
-          "content_similarity": 0.501,
+          "similarity": 0.418,
+          "content_similarity": 0.508,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.488,
@@ -2464,7 +2375,7 @@
           "left_pr_number": 42975,
           "right_pr_number": 42976,
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-          "content_similarity": 0.409,
+          "content_similarity": 0.408,
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           "breadth_similarity": 0.606,
           "concentration_similarity": 1.0,
@@ -2524,7 +2435,7 @@
           "left_pr_number": 34667,
           "right_pr_number": 44872,
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-          "content_similarity": 0.361,
+          "content_similarity": 0.36,
           "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2541,7 +2452,7 @@
           "left_pr_number": 39683,
           "right_pr_number": 44872,
           "similarity": 0.428,
-          "content_similarity": 0.37,
+          "content_similarity": 0.369,
           "size_similarity": 0.13,
           "breadth_similarity": 1.0,
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@@ -2648,7 +2559,7 @@
         {
           "left_pr_number": 43875,
           "right_pr_number": 45846,
-          "similarity": 0.572,
+          "similarity": 0.573,
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           "size_similarity": 0.1,
           "breadth_similarity": 1.0,
@@ -2698,74 +2609,6 @@
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       ]
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-    {
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-      "pr_numbers": [
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-        45649,
-        45655
-      ],
-      "representative_pr_number": 45649,
-      "average_similarity": 0.415,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
-      "shared_filenames": [
-        "src/transformers/modeling_utils.py"
-      ],
-      "shared_directories": [
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-        "src"
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-          "shared_filenames": [
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-            "src"
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-        {
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-            "src/transformers",
-            "src"
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-        },
-        {
-          "left_pr_number": 45548,
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-          "size_similarity": 0.191,
-          "breadth_similarity": 0.75,
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-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44385-3",
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@@ -2806,7 +2649,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 44615,
           "similarity": 0.403,
-          "content_similarity": 0.33,
+          "content_similarity": 0.329,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2845,11 +2688,11 @@
         44068
       ],
       "representative_pr_number": 44018,
-      "average_similarity": 0.988,
-      "summary": "2 open PRs share weighted file overlap around `tests/models/gpt_neo/test_modeling_gpt_neo.py`, `src/transformers/models/gpt_neo/modeling_gpt_neo.py`; representative PR #44018.",
+      "average_similarity": 0.989,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/gpt_neo/modeling_gpt_neo.py`, `tests/models/gpt_neo/test_modeling_gpt_neo.py`; representative PR #44018.",
       "shared_filenames": [
-        "tests/models/gpt_neo/test_modeling_gpt_neo.py",
-        "src/transformers/models/gpt_neo/modeling_gpt_neo.py"
+        "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
+        "tests/models/gpt_neo/test_modeling_gpt_neo.py"
       ],
       "shared_directories": [
         "src/transformers/models/gpt_neo",
@@ -2864,7 +2707,7 @@
         {
           "left_pr_number": 44018,
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-          "similarity": 0.988,
+          "similarity": 0.989,
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           "size_similarity": 0.932,
           "breadth_similarity": 1.0,
@@ -3064,11 +2907,11 @@
         "src/transformers/models/jetmoe/modeling_jetmoe.py",
         "src/transformers/models/dbrx/modeling_dbrx.py",
         "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
+        "src/transformers/models/jamba/modeling_jamba.py",
         "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
         "src/transformers/models/mixtral/modular_mixtral.py",
         "src/transformers/models/phimoe/modeling_phimoe.py",
-        "src/transformers/models/flex_olmo/modeling_flex_olmo.py",
-        "src/transformers/models/jamba/modeling_jamba.py"
+        "src/transformers/models/flex_olmo/modeling_flex_olmo.py"
       ],
       "shared_directories": [
         "src/transformers/models/jetmoe",
@@ -3077,15 +2920,15 @@
         "src/transformers/models/minimax_m2",
         "src/transformers/models/phimoe",
         "src/transformers/models/flex_olmo",
-        "src/transformers/models/mixtral",
-        "src/transformers/models/qwen3_moe"
+        "src/transformers/models/jamba",
+        "src/transformers/models/mixtral"
       ],
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         {
           "left_pr_number": 43543,
           "right_pr_number": 43775,
           "similarity": 0.819,
-          "content_similarity": 0.913,
+          "content_similarity": 0.914,
           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3180,9 +3023,9 @@
         "src/transformers/models/qwen3_omni_moe/modeling_qwen3_omni_moe.py"
       ],
       "shared_directories": [
-        "src/transformers/models/qwen3_vl_moe",
         "src/transformers/models/qwen3_5_moe",
         "src/transformers/models/qwen3_vl",
+        "src/transformers/models/qwen3_vl_moe",
         "src/transformers/models/qwen3_5",
         "src/transformers/models/qwen3_omni_moe",
         "tests/models/qwen3_vl",
@@ -3229,7 +3072,7 @@
         45645
       ],
       "representative_pr_number": 45639,
-      "average_similarity": 0.782,
+      "average_similarity": 0.783,
       "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",
@@ -3245,7 +3088,7 @@
         {
           "left_pr_number": 45639,
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-          "similarity": 0.782,
+          "similarity": 0.783,
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           "size_similarity": 0.646,
           "breadth_similarity": 0.5,
@@ -3403,7 +3246,7 @@
         45480
       ],
       "representative_pr_number": 43747,
-      "average_similarity": 0.678,
+      "average_similarity": 0.683,
       "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
       "shared_filenames": [
         "tests/quantization/compressed_tensors_integration/test_compressed_models.py"
@@ -3417,8 +3260,8 @@
         {
           "left_pr_number": 43747,
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-          "similarity": 0.678,
-          "content_similarity": 0.629,
+          "similarity": 0.683,
+          "content_similarity": 0.637,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.751,
@@ -3477,7 +3320,7 @@
         45627
       ],
       "representative_pr_number": 42668,
-      "average_similarity": 0.663,
+      "average_similarity": 0.662,
       "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_processor_auto.py`, `src/transformers/processing_utils.py`; representative PR #42668.",
       "shared_filenames": [
         "tests/models/auto/test_processor_auto.py",
@@ -3494,7 +3337,7 @@
         {
           "left_pr_number": 42668,
           "right_pr_number": 45627,
-          "similarity": 0.663,
+          "similarity": 0.662,
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           "size_similarity": 0.189,
           "breadth_similarity": 0.216,
@@ -3520,14 +3363,14 @@
         45513
       ],
       "representative_pr_number": 45034,
-      "average_similarity": 0.59,
+      "average_similarity": 0.592,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `tests/models/qwen3_5/test_modeling_qwen3_5.py`, `src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py`; representative PR #45034.",
       "shared_filenames": [
         "src/transformers/models/qwen3_next/modular_qwen3_next.py",
         "tests/models/qwen3_5/test_modeling_qwen3_5.py",
         "src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py",
-        "src/transformers/models/qwen3_5/modular_qwen3_5.py",
         "src/transformers/models/qwen3_next/modeling_qwen3_next.py",
+        "src/transformers/models/qwen3_5/modular_qwen3_5.py",
         "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py",
         "src/transformers/models/qwen3_5/modeling_qwen3_5.py"
       ],
@@ -3545,8 +3388,8 @@
         {
           "left_pr_number": 45034,
           "right_pr_number": 45513,
-          "similarity": 0.59,
-          "content_similarity": 0.582,
+          "similarity": 0.592,
+          "content_similarity": 0.584,
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           "breadth_similarity": 0.892,
           "concentration_similarity": 0.796,
@@ -3581,7 +3424,7 @@
         44116
       ],
       "representative_pr_number": 44101,
-      "average_similarity": 0.553,
+      "average_similarity": 0.554,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.",
       "shared_filenames": [
         "src/transformers/models/flaubert/modeling_flaubert.py"
@@ -3596,7 +3439,7 @@
         {
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+          "similarity": 0.554,
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           "breadth_similarity": 0.5,
@@ -3815,7 +3658,7 @@
           "left_pr_number": 45293,
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           "similarity": 0.509,
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+          "content_similarity": 0.355,
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           "concentration_similarity": 0.972,
@@ -3915,7 +3758,7 @@
         45333
       ],
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