Refresh transformers dataset snapshot 20260703T000025Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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@@ -19956,12 +19899,12 @@
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@@ -20860,7 +20803,7 @@
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@@ -21460,12 +21403,12 @@
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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260702T180034Z`
-- Generated: `2026-07-02T18:02:42Z`
+- Snapshot: `20260703T000025Z`
+- Generated: `2026-07-03T00:01:20Z`
 - Activity window: `60d`
-- Contributors: `348`
+- Contributors: `347`
 
 ## Summary
 
@@ -33,15 +33,15 @@
 | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 26 | 4 | strong | low | low | — |
 | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 22 | 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` | 21 | 0 | strong | moderate | low | — |
+| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 21 | 0 | strong | moderate | low | targets high-star repos |
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 20 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1497d | `2025-12-24T11:54:53Z` | 20 | 0 | mixed | moderate | low | — |
-| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 19 | 0 | strong | moderate | low | targets high-star repos |
 | `LinZiyuu` | [profile](https://github.com/LinZiyuu) | no | CONTRIBUTOR | 1483d | `2026-05-13T14:52:41Z` | 16 | 1 | weak | moderate | low | high open PR share |
 | `sergereview[bot]` | [profile](https://github.com/sergereview[bot]) | no | NONE | ?d | `2026-05-13T06:40:41Z` | 15 | 0 | n/a | n/a | n/a | summary unavailable |
+| `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 15 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
 | `AI-Safeter` | [profile](https://github.com/AI-Safeter) | no | NONE | 0d | `2026-05-19T04:38:35Z` | 14 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4714d | `2025-07-25T12:59:52Z` | 13 | 0 | mixed | low | low | high open PR share |
 | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | FIRST_TIME_CONTRIBUTOR | 636d | `2026-06-12T06:11:19Z` | 13 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
-| `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 13 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
 | `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2914d | `2024-06-13T14:13:17Z` | 12 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 11 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `KartavyaDikshit` | [profile](https://github.com/KartavyaDikshit) | no | FIRST_TIME_CONTRIBUTOR | 1742d | `2026-06-22T01:23:43Z` | 11 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
@@ -61,7 +61,6 @@
 | `XciD` | [profile](https://github.com/XciD) | no | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 6 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
 | `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 5 | 5 | strong | moderate | low | high recent PR volume |
 | `sharmax-vikas` | [profile](https://github.com/sharmax-vikas) | no | CONTRIBUTOR | 702d | `2026-06-18T18:50:23Z` | 5 | 5 | weak | low | low | high open PR share; targets high-star repos |
-| `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no | CONTRIBUTOR | 1583d | `2026-05-03T18:22:43Z` | 5 | 0 | weak | moderate | low | high recent PR volume; targets high-star repos |
 | `filipinescu` | [profile](https://github.com/filipinescu) | no | CONTRIBUTOR | 953d | `2026-05-22T20:20:49Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `kamran-nizamani` | [profile](https://github.com/kamran-nizamani) | no | CONTRIBUTOR | 622d | `2026-06-11T21:16:42Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-09-05T15:52:11Z` | 5 | 0 | strong | moderate | low | high recent PR volume |
@@ -94,6 +93,7 @@
 | `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 |
 | `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
 | `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2872d | `2025-11-10T23:38:23Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no | CONTRIBUTOR | 1583d | `2026-05-03T18:22:43Z` | 5 | 0 | weak | moderate | low | high recent PR volume; targets high-star repos |
 | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3449d | `2026-03-09T09:03:10Z` | 5 | 0 | mixed | low | low | — |
 | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 4 | 1 | mixed | moderate | low | — |
 | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -223,8 +223,7 @@
 | `blut-agent` | [profile](https://github.com/blut-agent) | no | NONE | 23d | `2026-05-16T06:31:21Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `bojanstef` | [profile](https://github.com/bojanstef) | no | NONE | 4629d | `2026-06-16T20:50:26Z` | 1 | 0 | strong | moderate | low | — |
 | `botbikamordehai2-sketch` | [profile](https://github.com/botbikamordehai2-sketch) | no | NONE | 51d | `2026-06-15T15:18:04Z` | 1 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share |
-| `Butterfingrz` | [profile](https://github.com/Butterfingrz) | no | FIRST_TIME_CONTRIBUTOR | 1134d | `2026-06-29T14:31:31Z` | 1 | 0 | mixed | moderate | low | high open PR share |
-| `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `Butterfingrz` | [profile](https://github.com/Butterfingrz) | no | CONTRIBUTOR | 1134d | `2026-06-29T14:31:31Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `C1-BA-B1-F3` | [profile](https://github.com/C1-BA-B1-F3) | no | NONE | 3300d | `2026-06-25T12:57:12Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `calliec-1223` | [profile](https://github.com/calliec-1223) | no | CONTRIBUTOR | 68d | `2026-06-02T02:20:39Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -277,8 +276,8 @@
 | `kurtmckee` | [profile](https://github.com/kurtmckee) | no | CONTRIBUTOR | 6391d | `2026-06-12T11:41:21Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars |
 | `lalitha2410` | [profile](https://github.com/lalitha2410) | no | FIRST_TIMER | 1043d | `2026-05-17T13:42:37Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `lanxuejin` | [profile](https://github.com/lanxuejin) | no | FIRST_TIME_CONTRIBUTOR | 2869d | `2026-06-04T12:32:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `lcheng321` | [profile](https://github.com/lcheng321) | yes | FIRST_TIME_CONTRIBUTOR | 2614d | `2026-06-20T07:49:11Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `Lemniscate-world` | [profile](https://github.com/Lemniscate-world) | yes | FIRST_TIME_CONTRIBUTOR | 1024d | `2026-06-09T11:39:04Z` | 1 | 0 | mixed | moderate | low | — |
+| `lcheng321` | [profile](https://github.com/lcheng321) | no | FIRST_TIME_CONTRIBUTOR | 2614d | `2026-06-20T07:49:11Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `Lemniscate-world` | [profile](https://github.com/Lemniscate-world) | no | FIRST_TIME_CONTRIBUTOR | 1024d | `2026-06-09T11:39:04Z` | 1 | 0 | mixed | moderate | low | — |
 | `lewtun` | [profile](https://github.com/lewtun) | no | MEMBER | 3372d | `2024-10-18T08:50:17Z` | 1 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `lianakoleva` | [profile](https://github.com/lianakoleva) | no | NONE | 2780d | `2026-05-13T17:04:37Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
 | `LiangSu8899` | [profile](https://github.com/LiangSu8899) | no | FIRST_TIME_CONTRIBUTOR | 3682d | `2026-07-01T10:41:28Z` | 1 | 0 | mixed | low | low | high recent PR volume |
@@ -305,7 +304,7 @@
 | `professoralbay` | [profile](https://github.com/professoralbay) | no | FIRST_TIMER | 780d | `2026-06-03T20:51:18Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Protocol-zero-0` | [profile](https://github.com/Protocol-zero-0) | no | NONE | 110d | `2026-05-16T15:42:56Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `Pruthvi226` | [profile](https://github.com/Pruthvi226) | no | NONE | 657d | `2026-06-26T13:43:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `psiddh` | [profile](https://github.com/psiddh) | no | FIRST_TIME_CONTRIBUTOR | 5020d | `2026-07-01T03:58:40Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
+| `psiddh` | [profile](https://github.com/psiddh) | no | NONE | 5020d | `2026-07-01T03:58:40Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
 | `puneetdixit200` | [profile](https://github.com/puneetdixit200) | no | NONE | 223d | `2026-05-16T09:13:29Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
 | `puwaer` | [profile](https://github.com/puwaer) | no | NONE | 1811d | `2026-06-16T05:24:18Z` | 1 | 0 | strong | moderate | low | — |
 | `pvelayudhan` | [profile](https://github.com/pvelayudhan) | no | CONTRIBUTOR | 2051d | `2026-05-27T14:26:06Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -316,7 +315,7 @@
 | `RaunaqDavidNath` | [profile](https://github.com/RaunaqDavidNath) | no | CONTRIBUTOR | 1039d | `2026-06-30T07:35:47Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `rishiarora123` | [profile](https://github.com/rishiarora123) | no | NONE | 1872d | `2026-05-22T18:19:48Z` | 1 | 0 | weak | moderate | low | high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
 | `RithwikSharma` | [profile](https://github.com/RithwikSharma) | no | NONE | 2171d | `2026-06-20T02:29:20Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `rodriguescarson` | [profile](https://github.com/rodriguescarson) | yes | NONE | 4589d | `2026-07-02T17:18:05Z` | 1 | 0 | strong | very high | medium | high recent PR volume; very broad repo spread |
+| `rodriguescarson` | [profile](https://github.com/rodriguescarson) | no | NONE | 4589d | `2026-07-02T17:18:05Z` | 1 | 0 | strong | very high | medium | high recent PR volume; very broad repo spread |
 | `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 |
 | `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | NONE | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `saitejabandaru-in` | [profile](https://github.com/saitejabandaru-in) | no | NONE | 564d | `2026-06-25T00:20:31Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
@@ -945,6 +944,29 @@ Example artifacts:
 - [PR #46810: update kernels-community/aiter-rope version](https://github.com/huggingface/transformers/pull/46810) — closed, merged
 - [PR #46268: Add some AITER kernel routing for ROCm](https://github.com/huggingface/transformers/pull/46268) — closed, merged
 
+### `michaelbenayoun`
+
+- profile: [github.com/michaelbenayoun](https://github.com/michaelbenayoun)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun)
+- repo first seen: `2024-10-24T15:39:49Z`
+- repo last seen: `2026-07-02T23:07:48Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **21**
+- snapshot authored PRs/issues: **21 PRs / 0 issues**
+- snapshot discussion activity: **9 comments / 14 reviews / 18 review comments**
+- account age: **3365 days**
+- recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #47035: Torch compile backend defaults to "neuron"](https://github.com/huggingface/transformers/pull/47035) — open
+- [PR #47034: Neuron sft exp](https://github.com/huggingface/transformers/pull/47034) — open, draft
+- [PR #46889: Kernel api doc, part 2](https://github.com/huggingface/transformers/pull/46889) — open
+
 ### `kashif`
 
 - profile: [github.com/kashif](https://github.com/kashif)
@@ -991,29 +1013,6 @@ Example artifacts:
 - [PR #46320: [RecurrentGemma] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46320) — closed, merged
 - [PR #46317: [Zamba] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46317) — closed, merged
 
-### `michaelbenayoun`
-
-- profile: [github.com/michaelbenayoun](https://github.com/michaelbenayoun)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun)
-- repo first seen: `2024-10-24T15:39:49Z`
-- repo last seen: `2026-06-25T15:01:32Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **19**
-- snapshot authored PRs/issues: **19 PRs / 0 issues**
-- snapshot discussion activity: **9 comments / 14 reviews / 18 review comments**
-- account age: **3365 days**
-- recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #46889: Kernel api doc, part 2](https://github.com/huggingface/transformers/pull/46889) — open
-- [PR #46754: Documentation for the kernel API](https://github.com/huggingface/transformers/pull/46754) — closed, merged
-- [PR #46520: Kernelize refactor](https://github.com/huggingface/transformers/pull/46520) — closed, merged
-
 ### `LinZiyuu`
 
 - profile: [github.com/LinZiyuu](https://github.com/LinZiyuu)
@@ -1062,6 +1061,29 @@ Example artifacts:
 - [PR #47001: [serge] Fix 8 integration tests for model `mamba2` failing with `OOM` (other (8))](https://github.com/huggingface/transformers/pull/47001) — closed
 - [PR #46999: [serge] Fix 1 integration tests regressed by commit 1f3294c82c1d (PR #46850)](https://github.com/huggingface/transformers/pull/46999) — closed
 
+### `Sunt-ing`
+
+- profile: [github.com/Sunt-ing](https://github.com/Sunt-ing)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunt-ing)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunt-ing)
+- repo first seen: `2026-06-18T09:58:22Z`
+- repo last seen: `2026-07-02T22:24:38Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **15**
+- snapshot authored PRs/issues: **15 PRs / 0 issues**
+- snapshot discussion activity: **11 comments / 3 reviews / 3 review comments**
+- account age: **2841 days**
+- recent public PR activity: **52 PRs** (17 merged / 6 closed-unmerged / 29 open; merged rate **33%**, closed-unmerged rate **12%**, open rate **56%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
+- heuristic read: **high recent PR volume; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #47033: Fix serve tool parsing for legacy response schemas](https://github.com/huggingface/transformers/pull/47033) — open
+- [PR #47032: Fix image-text-to-text stop_sequence handling](https://github.com/huggingface/transformers/pull/47032) — open
+- [PR #46994: Raise a clear error for empty token lists in bad_words_ids / sequence_bias](https://github.com/huggingface/transformers/pull/46994) — open
+
 ### `AI-Safeter`
 
 - profile: [github.com/AI-Safeter](https://github.com/AI-Safeter)
@@ -1131,29 +1153,6 @@ Example artifacts:
 - [PR #46648: Fix typo in modeling_mobilebert.py: 'embedings' → 'embeddings'](https://github.com/huggingface/transformers/pull/46648) — closed
 - [PR #46647: Fix typo in modeling_rope_utils.py: 'funcitonality' → 'functionality'](https://github.com/huggingface/transformers/pull/46647) — closed
 
-### `Sunt-ing`
-
-- profile: [github.com/Sunt-ing](https://github.com/Sunt-ing)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunt-ing)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunt-ing)
-- repo first seen: `2026-06-18T09:58:22Z`
-- repo last seen: `2026-07-01T06:58:38Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **13**
-- snapshot authored PRs/issues: **13 PRs / 0 issues**
-- snapshot discussion activity: **10 comments / 3 reviews / 3 review comments**
-- account age: **2841 days**
-- recent public PR activity: **52 PRs** (17 merged / 6 closed-unmerged / 29 open; merged rate **33%**, closed-unmerged rate **12%**, open rate **56%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **high recent PR volume; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #46994: Raise a clear error for empty token lists in bad_words_ids / sequence_bias](https://github.com/huggingface/transformers/pull/46994) — open
-- [PR #46993: Fix prompt lookup decoding generating past max_length](https://github.com/huggingface/transformers/pull/46993) — open
-- [PR #46937: Reject assisted generation for LFM2 and LFM2-MoE (set _is_stateful)](https://github.com/huggingface/transformers/pull/46937) — closed, merged
-
 ### `molbap`
 
 - profile: [github.com/molbap](https://github.com/molbap)
@@ -1345,12 +1344,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adacorvo)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adacorvo)
 - repo first seen: `2026-03-13T14:45:22Z`
-- repo last seen: `2026-07-02T17:59:03Z`
+- repo last seen: `2026-07-02T18:39:10Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **17**
 - snapshot authored PRs/issues: **7 PRs / 10 issues**
-- snapshot discussion activity: **19 comments / 20 reviews / 20 review comments**
+- snapshot discussion activity: **20 comments / 20 reviews / 20 review comments**
 - account age: **5087 days**
 - recent public PR activity: **7 PRs** (1 merged / 3 closed-unmerged / 3 open; merged rate **14%**, closed-unmerged rate **43%**, open rate **43%**)
 - public orgs: none visible
@@ -1358,7 +1357,7 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #47029: Skip caching_allocator_warmup on Neuron (no reuse pool to warm; currently OOMs)](https://github.com/huggingface/transformers/pull/47029) — open
+- [PR #47029: Skip caching_allocator_warmup on Neuron (no reuse pool to warm; currently OOMs)](https://github.com/huggingface/transformers/pull/47029) — open, draft
 - [PR #46590: feat(generation): allow user to keep input tensors on cpu](https://github.com/huggingface/transformers/pull/46590) — closed, merged
 - [PR #46446: Fix several bugs in `cache_implementation=static`](https://github.com/huggingface/transformers/pull/46446) — closed, merged
 - [Issue #46441: Qwen3.5 crash with `cache_implementation="static"` — `KeyError: 'linear_attention'`](https://github.com/huggingface/transformers/issues/46441) — open
@@ -1604,29 +1603,6 @@ Example artifacts:
 - [Issue #46897: Florence2 training-loss double-shift bug (same pattern as Moonshine #46784)](https://github.com/huggingface/transformers/issues/46897) — closed
 - [Issue #46894: CohereASR training-loss double-shift bug (same pattern as Moonshine #46784)](https://github.com/huggingface/transformers/issues/46894) — open
 
-### `CharlieKerfoot`
-
-- profile: [github.com/CharlieKerfoot](https://github.com/CharlieKerfoot)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACharlieKerfoot)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACharlieKerfoot)
-- repo first seen: `2026-05-03T18:22:43Z`
-- repo last seen: `2026-05-05T17:24:06Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1583 days**
-- recent public PR activity: **37 PRs** (12 merged / 13 closed-unmerged / 12 open; merged rate **32%**, closed-unmerged rate **35%**, open rate **32%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume; targets high-star repos**
-
-Example artifacts:
-- [PR #45792: fix: forward use_cache kwarg to attention mixer in nemotron_h](https://github.com/huggingface/transformers/pull/45792) — closed, merged
-- [PR #45791: fix: validate special token ids against attribute values](https://github.com/huggingface/transformers/pull/45791) — closed, merged
-- [PR #45757: fix: align attention_mask padding with appended eos token in clvp](https://github.com/huggingface/transformers/pull/45757) — closed
-
 ### `filipinescu`
 
 - profile: [github.com/filipinescu](https://github.com/filipinescu)
@@ -2369,6 +2345,29 @@ Example artifacts:
 - [PR #46872: Fix RT-DETR extra feature-level projection indexing (#46832)](https://github.com/huggingface/transformers/pull/46872) — closed
 - [PR #45073: Refactor OwlViT to modular Transformers](https://github.com/huggingface/transformers/pull/45073) — open
 
+### `CharlieKerfoot`
+
+- profile: [github.com/CharlieKerfoot](https://github.com/CharlieKerfoot)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACharlieKerfoot)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACharlieKerfoot)
+- repo first seen: `2026-05-03T18:22:43Z`
+- repo last seen: `2026-05-05T17:24:06Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1583 days**
+- recent public PR activity: **37 PRs** (12 merged / 13 closed-unmerged / 12 open; merged rate **32%**, closed-unmerged rate **35%**, open rate **32%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #45792: fix: forward use_cache kwarg to attention mixer in nemotron_h](https://github.com/huggingface/transformers/pull/45792) — closed, merged
+- [PR #45791: fix: validate special token ids against attribute values](https://github.com/huggingface/transformers/pull/45791) — closed, merged
+- [PR #45757: fix: align attention_mask padding with appended eos token in clvp](https://github.com/huggingface/transformers/pull/45757) — closed
+
 ### `kmswin1`
 
 - profile: [github.com/kmswin1](https://github.com/kmswin1)
@@ -5237,7 +5236,7 @@ Example artifacts:
 - repo first seen: `2026-06-29T14:31:31Z`
 - repo last seen: `2026-07-02T17:18:49Z`
 - 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: **3 comments / 9 reviews / 9 review comments**
@@ -5248,28 +5247,7 @@ Example artifacts:
 - heuristic read: **high open PR share**
 
 Example artifacts:
-- [PR #46960: Fix silent SDPA math-kernel fallback for GQA when key/value head_dim > 256 or differ](https://github.com/huggingface/transformers/pull/46960) — open
-
-### `butterwecksolutions`
-
-- profile: [github.com/butterwecksolutions](https://github.com/butterwecksolutions)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abutterwecksolutions)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abutterwecksolutions)
-- repo first seen: `2026-05-03T23:41:12Z`
-- repo last seen: `2026-05-07T05:07:07Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **4479 days**
-- recent public PR activity: **8 PRs** (1 merged / 4 closed-unmerged / 3 open; merged rate **12%**, closed-unmerged rate **50%**, open rate **38%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #45769: feat: add bf16_loss training argument for VRAM-efficient QLoRA by keeping loss in BF16 during training to save ~1.4 GB VRAM](https://github.com/huggingface/transformers/pull/45769) — closed
+- [PR #46960: Fix silent SDPA math-kernel fallback for GQA when key/value head_dim > 256 or differ](https://github.com/huggingface/transformers/pull/46960) — closed, merged
 
 ### `C1-BA-B1-F3`
 
@@ -6370,7 +6348,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alcheng321)
 - repo first seen: `2026-06-20T07:49:11Z`
 - repo last seen: `2026-07-02T14:15:32Z`
-- 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**
@@ -6391,7 +6369,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALemniscate-world)
 - repo first seen: `2026-06-09T11:39:04Z`
 - repo last seen: `2026-07-02T13:28:50Z`
-- 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**
@@ -6642,12 +6620,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMi-Jiazhi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMi-Jiazhi)
 - repo first seen: `2026-06-04T14:08:08Z`
-- repo last seen: `2026-07-02T13:08:57Z`
+- repo last seen: `2026-07-02T18:19:09Z`
 - 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: **1 comments / 11 reviews / 11 review comments**
+- snapshot discussion activity: **2 comments / 11 reviews / 11 review comments**
 - account age: **2414 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
@@ -6959,7 +6937,7 @@ Example artifacts:
 - repo first seen: `2026-07-01T03:58:40Z`
 - repo last seen: `2026-07-01T03:58:40Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -6970,7 +6948,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; no visible non-self stars**
 
 Example artifacts:
-- [PR #46989: Add QNN (Qualcomm HTP) backend to the ExecuTorch exporter](https://github.com/huggingface/transformers/pull/46989) — open, draft
+- [PR #46989: Add QNN (Qualcomm HTP) backend to the ExecuTorch exporter](https://github.com/huggingface/transformers/pull/46989) — closed, draft
 
 ### `puneetdixit200`
 
@@ -7189,7 +7167,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arodriguescarson)
 - repo first seen: `2026-07-02T17:18:05Z`
 - repo last seen: `2026-07-02T18:00:02Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

new_contributors.parquet

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+            "src/transformers",
+            "src"
+          ]
+        },
         {
           "left_pr_number": 32189,
           "right_pr_number": 46735,
-          "similarity": 0.294,
-          "content_similarity": 0.173,
+          "similarity": 0.293,
+          "content_similarity": 0.171,
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           "breadth_similarity": 0.833,
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@@ -3164,7 +3099,7 @@
         46007
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.355,
+      "average_similarity": 0.356,
       "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -3177,8 +3112,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.393,
-          "content_similarity": 0.133,
+          "similarity": 0.394,
+          "content_similarity": 0.134,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3194,7 +3129,7 @@
           "left_pr_number": 44407,
           "right_pr_number": 44550,
           "similarity": 0.363,
-          "content_similarity": 0.099,
+          "content_similarity": 0.1,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3208,8 +3143,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44407,
-          "similarity": 0.353,
-          "content_similarity": 0.085,
+          "similarity": 0.354,
+          "content_similarity": 0.086,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3224,7 +3159,7 @@
           "left_pr_number": 44407,
           "right_pr_number": 46007,
           "similarity": 0.344,
-          "content_similarity": 0.08,
+          "content_similarity": 0.081,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3238,8 +3173,8 @@
         {
           "left_pr_number": 44550,
           "right_pr_number": 46007,
-          "similarity": 0.343,
-          "content_similarity": 0.087,
+          "similarity": 0.344,
+          "content_similarity": 0.088,
           "size_similarity": 0.88,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3989,84 +3924,6 @@
         }
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     },
-    {
-      "cluster_id": "pr-scope-44940-3",
-      "pr_numbers": [
-        44940,
-        46890,
-        46960
-      ],
-      "representative_pr_number": 46890,
-      "average_similarity": 0.505,
-      "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46890.",
-      "shared_filenames": [
-        "tests/utils/test_modeling_utils.py",
-        "src/transformers/modeling_utils.py"
-      ],
-      "shared_directories": [
-        "tests/utils",
-        "src/transformers",
-        "tests",
-        "src"
-      ],
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-          "content_similarity": 0.431,
-          "size_similarity": 0.586,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.972,
-          "shared_filenames": [
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-          ],
-          "shared_directories": [
-            "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 44940,
-          "right_pr_number": 46890,
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-          "content_similarity": 0.468,
-          "size_similarity": 0.473,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.906,
-          "shared_filenames": [
-            "src/transformers/modeling_utils.py",
-            "tests/utils/test_modeling_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 44940,
-          "right_pr_number": 46960,
-          "similarity": 0.449,
-          "content_similarity": 0.396,
-          "size_similarity": 0.277,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.934,
-          "shared_filenames": [
-            "tests/utils/test_modeling_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-43656-3",
       "pr_numbers": [
@@ -4075,7 +3932,7 @@
         44682
       ],
       "representative_pr_number": 43656,
-      "average_similarity": 0.476,
+      "average_similarity": 0.475,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
@@ -4089,8 +3946,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 43842,
-          "similarity": 0.58,
-          "content_similarity": 0.567,
+          "similarity": 0.579,
+          "content_similarity": 0.566,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4106,8 +3963,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 44682,
-          "similarity": 0.441,
-          "content_similarity": 0.491,
+          "similarity": 0.44,
+          "content_similarity": 0.49,
           "size_similarity": 0.048,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -4123,8 +3980,8 @@
         {
           "left_pr_number": 43842,
           "right_pr_number": 44682,
-          "similarity": 0.407,
-          "content_similarity": 0.451,
+          "similarity": 0.406,
+          "content_similarity": 0.449,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -4244,7 +4101,7 @@
           "left_pr_number": 46643,
           "right_pr_number": 46994,
           "similarity": 0.459,
-          "content_similarity": 0.323,
+          "content_similarity": 0.324,
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           "breadth_similarity": 0.833,
           "concentration_similarity": 0.976,
@@ -4264,7 +4121,7 @@
           "left_pr_number": 42112,
           "right_pr_number": 46643,
           "similarity": 0.419,
-          "content_similarity": 0.458,
+          "content_similarity": 0.459,
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           "breadth_similarity": 0.521,
           "concentration_similarity": 0.841,
@@ -4284,8 +4141,8 @@
         {
           "left_pr_number": 42112,
           "right_pr_number": 46994,
-          "similarity": 0.405,
-          "content_similarity": 0.45,
+          "similarity": 0.406,
+          "content_similarity": 0.452,
           "size_similarity": 0.019,
           "breadth_similarity": 0.458,
           "concentration_similarity": 0.817,
@@ -4479,8 +4336,8 @@
         {
           "left_pr_number": 46124,
           "right_pr_number": 46936,
-          "similarity": 0.541,
-          "content_similarity": 0.64,
+          "similarity": 0.54,
+          "content_similarity": 0.639,
           "size_similarity": 0.036,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.75,
@@ -4496,8 +4353,8 @@
         {
           "left_pr_number": 46124,
           "right_pr_number": 46993,
-          "similarity": 0.503,
-          "content_similarity": 0.345,
+          "similarity": 0.507,
+          "content_similarity": 0.35,
           "size_similarity": 0.786,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.886,
@@ -4516,8 +4373,8 @@
         {
           "left_pr_number": 46936,
           "right_pr_number": 46993,
-          "similarity": 0.178,
-          "content_similarity": 0.112,
+          "similarity": 0.177,
+          "content_similarity": 0.11,
           "size_similarity": 0.045,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.864,
@@ -4525,7 +4382,75 @@
             "src/transformers/generation/candidate_generator.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-45694-3",
+      "pr_numbers": [
+        45694,
+        46917,
+        47035
+      ],
+      "representative_pr_number": 45694,
+      "average_similarity": 0.39,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/training_args.py`; representative PR #45694.",
+      "shared_filenames": [
+        "src/transformers/training_args.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45694,
+          "right_pr_number": 46917,
+          "similarity": 0.485,
+          "content_similarity": 0.328,
+          "size_similarity": 0.868,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/training_args.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45694,
+          "right_pr_number": 47035,
+          "similarity": 0.357,
+          "content_similarity": 0.286,
+          "size_similarity": 0.043,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/training_args.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 46917,
+          "right_pr_number": 47035,
+          "similarity": 0.327,
+          "content_similarity": 0.281,
+          "size_similarity": 0.038,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/training_args.py"
+          ],
+          "shared_directories": [
             "src/transformers",
             "src"
           ]
@@ -5020,7 +4945,7 @@
           "left_pr_number": 46281,
           "right_pr_number": 46913,
           "similarity": 0.851,
-          "content_similarity": 0.901,
+          "content_similarity": 0.902,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.897,
@@ -5046,12 +4971,12 @@
       ],
       "representative_pr_number": 44438,
       "average_similarity": 0.797,
-      "summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_optimizers.py`, `src/transformers/trainer_optimizer.py`, `src/transformers/training_args.py`; representative PR #44438.",
+      "summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_optimizers.py`, `src/transformers/trainer_optimizer.py`, `src/transformers/utils/__init__.py`; representative PR #44438.",
       "shared_filenames": [
         "tests/trainer/test_trainer_optimizers.py",
         "src/transformers/trainer_optimizer.py",
-        "src/transformers/training_args.py",
         "src/transformers/utils/__init__.py",
+        "src/transformers/training_args.py",
         "src/transformers/utils/import_utils.py",
         "src/transformers/testing_utils.py"
       ],
@@ -5126,6 +5051,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45606-2",
+      "pr_numbers": [
+        45606,
+        45607
+      ],
+      "representative_pr_number": 45606,
+      "average_similarity": 0.776,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.",
+      "shared_filenames": [
+        "tests/models/gemma4/test_modeling_gemma4.py"
+      ],
+      "shared_directories": [
+        "tests/models/gemma4",
+        "tests/models",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45606,
+          "right_pr_number": 45607,
+          "similarity": 0.776,
+          "content_similarity": 0.827,
+          "size_similarity": 0.778,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.778,
+          "shared_filenames": [
+            "tests/models/gemma4/test_modeling_gemma4.py"
+          ],
+          "shared_directories": [
+            "tests/models/gemma4",
+            "tests/models",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43543-2",
       "pr_numbers": [
@@ -5192,38 +5154,38 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-45606-2",
+      "cluster_id": "pr-scope-41901-2",
       "pr_numbers": [
-        45606,
-        45607
+        41901,
+        45523
       ],
-      "representative_pr_number": 45606,
-      "average_similarity": 0.77,
-      "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.",
+      "representative_pr_number": 41901,
+      "average_similarity": 0.725,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.",
       "shared_filenames": [
-        "tests/models/gemma4/test_modeling_gemma4.py"
+        "src/transformers/integrations/executorch.py"
       ],
       "shared_directories": [
-        "tests/models/gemma4",
-        "tests/models",
-        "tests"
+        "src/transformers/integrations",
+        "src/transformers",
+        "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 45606,
-          "right_pr_number": 45607,
-          "similarity": 0.77,
-          "content_similarity": 0.818,
-          "size_similarity": 0.778,
-          "breadth_similarity": 0.417,
-          "concentration_similarity": 0.778,
+          "left_pr_number": 41901,
+          "right_pr_number": 45523,
+          "similarity": 0.725,
+          "content_similarity": 0.788,
+          "size_similarity": 0.158,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "tests/models/gemma4/test_modeling_gemma4.py"
+            "src/transformers/integrations/executorch.py"
           ],
           "shared_directories": [
-            "tests/models/gemma4",
-            "tests/models",
-            "tests"
+            "src/transformers/integrations",
+            "src/transformers",
+            "src"
           ]
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       ]
@@ -5235,7 +5197,7 @@
         46461
       ],
       "representative_pr_number": 42824,
-      "average_similarity": 0.72,
+      "average_similarity": 0.719,
       "summary": "2 open PRs share weighted file overlap around `tests/utils/test_feature_extraction_utils.py`, `src/transformers/feature_extraction_utils.py`; representative PR #42824.",
       "shared_filenames": [
         "tests/utils/test_feature_extraction_utils.py",
@@ -5251,8 +5213,8 @@
         {
           "left_pr_number": 42824,
           "right_pr_number": 46461,
-          "similarity": 0.72,
-          "content_similarity": 0.751,
+          "similarity": 0.719,
+          "content_similarity": 0.75,
           "size_similarity": 0.652,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.928,
@@ -5269,43 +5231,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-41901-2",
-      "pr_numbers": [
-        41901,
-        45523
-      ],
-      "representative_pr_number": 41901,
-      "average_similarity": 0.718,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.",
-      "shared_filenames": [
-        "src/transformers/integrations/executorch.py"
-      ],
-      "shared_directories": [
-        "src/transformers/integrations",
-        "src/transformers",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 41901,
-          "right_pr_number": 45523,
-          "similarity": 0.718,
-          "content_similarity": 0.778,
-          "size_similarity": 0.158,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/integrations/executorch.py"
-          ],
-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44794-2",
       "pr_numbers": [
@@ -5465,7 +5390,7 @@
           "left_pr_number": 43779,
           "right_pr_number": 43816,
           "similarity": 0.66,
-          "content_similarity": 0.674,
+          "content_similarity": 0.675,
           "size_similarity": 0.25,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -5686,7 +5611,7 @@
         46324
       ],
       "representative_pr_number": 44228,
-      "average_similarity": 0.562,
+      "average_similarity": 0.563,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.",
       "shared_filenames": [
         "src/transformers/quantizers/quantizers_utils.py",
@@ -5701,8 +5626,8 @@
         {
           "left_pr_number": 44228,
           "right_pr_number": 46324,
-          "similarity": 0.562,
-          "content_similarity": 0.598,
+          "similarity": 0.563,
+          "content_similarity": 0.599,
           "size_similarity": 0.259,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.926,
@@ -5725,7 +5650,7 @@
         44116
       ],
       "representative_pr_number": 44101,
-      "average_similarity": 0.554,
+      "average_similarity": 0.555,
       "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"
@@ -5740,7 +5665,7 @@
         {
           "left_pr_number": 44101,
           "right_pr_number": 44116,
-          "similarity": 0.554,
+          "similarity": 0.555,
           "content_similarity": 0.616,
           "size_similarity": 0.319,
           "breadth_similarity": 0.5,
@@ -5757,6 +5682,47 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44940-2",
+      "pr_numbers": [
+        44940,
+        46890
+      ],
+      "representative_pr_number": 44940,
+      "average_similarity": 0.535,
+      "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.",
+      "shared_filenames": [
+        "tests/utils/test_modeling_utils.py",
+        "src/transformers/modeling_utils.py"
+      ],
+      "shared_directories": [
+        "tests/utils",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 44940,
+          "right_pr_number": 46890,
+          "similarity": 0.535,
+          "content_similarity": 0.479,
+          "size_similarity": 0.473,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.906,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py",
+            "tests/utils/test_modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45541-2",
       "pr_numbers": [
@@ -5918,7 +5884,7 @@
           "left_pr_number": 43532,
           "right_pr_number": 43649,
           "similarity": 0.495,
-          "content_similarity": 0.434,
+          "content_similarity": 0.433,
           "size_similarity": 0.395,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.893,
@@ -5940,16 +5906,16 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-45694-2",
+      "cluster_id": "pr-scope-46768-2",
       "pr_numbers": [
-        45694,
-        46917
+        46768,
+        46838
       ],
-      "representative_pr_number": 45694,
-      "average_similarity": 0.493,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/training_args.py`; representative PR #45694.",
+      "representative_pr_number": 46768,
+      "average_similarity": 0.492,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/testing_utils.py`; representative PR #46768.",
       "shared_filenames": [
-        "src/transformers/training_args.py"
+        "src/transformers/testing_utils.py"
       ],
       "shared_directories": [
         "src/transformers",
@@ -5957,15 +5923,15 @@
       ],
       "pairwise": [
         {
-          "left_pr_number": 45694,
-          "right_pr_number": 46917,
-          "similarity": 0.493,
-          "content_similarity": 0.339,
-          "size_similarity": 0.868,
-          "breadth_similarity": 0.75,
+          "left_pr_number": 46768,
+          "right_pr_number": 46838,
+          "similarity": 0.492,
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