Refresh transformers dataset snapshot 20260518T060213Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260518T060213Z`
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@@ -13855,74 +13855,6 @@
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@@ -18157,8 +18089,8 @@
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@@ -18915,12 +18847,12 @@
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@@ -20230,63 +20162,6 @@
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@@ -21950,63 +21825,6 @@
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       "name": "Sai Asish Y",
@@ -22748,6 +22566,63 @@
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new-contributors-report.md

@@ -1,21 +1,21 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260518T000027Z`
-- Generated: `2026-05-18T00:00:44Z`
+- Snapshot: `20260518T060213Z`
+- Generated: `2026-05-18T06:04:10Z`
 - Activity window: `60d`
-- Contributors: `352`
+- Contributors: `350`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 92 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
-| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 88 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
+| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 89 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 77 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 76 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 74 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 57 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 49 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
+| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 50 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 43 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 43 | 1 | mixed | low | low | targets high-star repos |
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 43 | 0 | strong | low | low | targets high-star repos |
@@ -190,7 +190,6 @@
 | `rpathade` | [profile](https://github.com/rpathade) | no | FIRST_TIME_CONTRIBUTOR | 2005d | `2026-03-29T22:46:13Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
 | `syncdoth` | [profile](https://github.com/syncdoth) | no | FIRST_TIME_CONTRIBUTOR | 2690d | `2026-03-21T06:05:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Tokarak` | [profile](https://github.com/Tokarak) | no | CONTRIBUTOR | 2200d | `2026-04-19T17:22:36Z` | 1 | 1 | weak | low | low | high open PR share |
-| `zhulinchng` | [profile](https://github.com/zhulinchng) | no | CONTRIBUTOR | 3429d | `2026-03-19T01:40:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `ZSLsherly` | [profile](https://github.com/ZSLsherly) | no | FIRST_TIMER | 975d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `1fanwang` | [profile](https://github.com/1fanwang) | no | FIRST_TIME_CONTRIBUTOR | 3545d | `2026-05-12T13:51:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `aaronmjz` | [profile](https://github.com/aaronmjz) | no | FIRST_TIMER | 1072d | `2026-05-10T17:17:58Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -264,7 +263,7 @@
 | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `igordertigor` | [profile](https://github.com/igordertigor) | no | CONTRIBUTOR | 5665d | `2026-05-12T19:17:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 1 | 0 | strong | low | low | high recent PR volume |
-| `irfaan101` | [profile](https://github.com/irfaan101) | no | FIRST_TIME_CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `irfaan101` | [profile](https://github.com/irfaan101) | no | CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `Jess-Co-Del` | [profile](https://github.com/Jess-Co-Del) | no | FIRST_TIME_CONTRIBUTOR | 2201d | `2026-03-23T17:02:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jIab-b` | [profile](https://github.com/jIab-b) | no | NONE | 580d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -301,7 +300,6 @@
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1527d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `NathanHB` | [profile](https://github.com/NathanHB) | no | MEMBER | 3182d | `2026-03-27T13:02:59Z` | 1 | 0 | strong | moderate | low | — |
 | `NicoleRobin` | [profile](https://github.com/NicoleRobin) | no | NONE | 4096d | `2026-03-21T03:25:56Z` | 1 | 0 | strong | low | low | targets high-star repos |
-| `omyaaa1` | [profile](https://github.com/omyaaa1) | no | NONE | 519d | `2026-03-19T04:48:58Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Oneirag` | [profile](https://github.com/Oneirag) | no | FIRST_TIME_CONTRIBUTOR | 4233d | `2026-04-24T04:00:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `owwll` | [profile](https://github.com/owwll) | no | NONE | 636d | `2026-04-10T21:13:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -331,7 +329,6 @@
 | `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | FIRST_TIME_CONTRIBUTOR | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3282d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sahildando` | [profile](https://github.com/sahildando) | no | NONE | 1241d | `2026-04-07T21:12:29Z` | 1 | 0 | mixed | high | medium | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `sahilleth` | [profile](https://github.com/sahilleth) | no | NONE | 58d | `2026-03-19T05:50:29Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars |
 | `SAY-5` | [profile](https://github.com/SAY-5) | no | FIRST_TIME_CONTRIBUTOR | 172d | `2026-04-20T05:44:53Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `SeaL773` | [profile](https://github.com/SeaL773) | no | FIRST_TIME_CONTRIBUTOR | 3075d | `2026-05-04T06:26:53Z` | 1 | 0 | mixed | moderate | low | — |
 | `sebastianvlad1` | [profile](https://github.com/sebastianvlad1) | no | CONTRIBUTOR | 3207d | `2026-04-30T16:48:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -345,6 +342,7 @@
 | `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
 | `tengomucho` | [profile](https://github.com/tengomucho) | no | MEMBER | 4442d | `2026-04-29T09:26:52Z` | 1 | 0 | mixed | low | low | — |
 | `tianhaocui` | [profile](https://github.com/tianhaocui) | no | FIRST_TIME_CONTRIBUTOR | 2442d | `2026-04-19T10:27:36Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
+| `trducng` | [profile](https://github.com/trducng) | yes | FIRST_TIME_CONTRIBUTOR | 3050d | `2026-05-18T04:44:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `TuringTux` | [profile](https://github.com/TuringTux) | no | CONTRIBUTOR | 2477d | `2026-05-06T16:55:33Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `vai-minzhou` | [profile](https://github.com/vai-minzhou) | no | CONTRIBUTOR | 723d | `2026-04-23T01:47:23Z` | 1 | 0 | mixed | low | low | high open PR share |
 | `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -370,12 +368,12 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
 - repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-05-15T04:56:46Z`
+- repo last seen: `2026-05-18T05:13:54Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **92**
 - snapshot authored PRs/issues: **92 PRs / 0 issues**
-- snapshot discussion activity: **244 comments / 323 reviews / 499 review comments**
+- snapshot discussion activity: **244 comments / 324 reviews / 500 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`
@@ -393,12 +391,12 @@ 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: `2026-05-14T19:28:16Z`
+- repo last seen: `2026-05-18T05:22:49Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **94**
-- snapshot authored PRs/issues: **88 PRs / 6 issues**
-- snapshot discussion activity: **172 comments / 193 reviews / 184 review comments**
+- repo primary artifacts: **95**
+- snapshot authored PRs/issues: **89 PRs / 6 issues**
+- snapshot discussion activity: **173 comments / 193 reviews / 184 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`
@@ -406,9 +404,9 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
+- [PR #46023: chore(linter): fix for rules 16-17-18](https://github.com/huggingface/transformers/pull/46023) — open
 - [PR #45983: bugfix(ci): avoid E2BIG in pr_slow_ci_suggestion ](https://github.com/huggingface/transformers/pull/45983) — closed, merged
 - [PR #45933: pass the otel secrets](https://github.com/huggingface/transformers/pull/45933) — closed, merged
-- [PR #45932: DO NOT MERGE testing grafana](https://github.com/huggingface/transformers/pull/45932) — open
 - [Issue #45458: Add typing support incrementally (meta issue)](https://github.com/huggingface/transformers/issues/45458) — closed
 - [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — closed
 - [Issue #44619: Plug model rule in development flow and extend it](https://github.com/huggingface/transformers/issues/44619) — closed
@@ -419,12 +417,12 @@ 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: `2026-05-13T18:42:28Z`
+- repo last seen: `2026-05-18T02:35:27Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **77**
 - snapshot authored PRs/issues: **77 PRs / 0 issues**
-- snapshot discussion activity: **110 comments / 195 reviews / 143 review comments**
+- snapshot discussion activity: **111 comments / 198 reviews / 145 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
@@ -442,12 +440,12 @@ 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: `2026-05-12T16:10:12Z`
+- repo last seen: `2026-05-18T05:24:07Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **76**
 - snapshot authored PRs/issues: **76 PRs / 0 issues**
-- snapshot discussion activity: **526 comments / 793 reviews / 1839 review comments**
+- snapshot discussion activity: **533 comments / 800 reviews / 1843 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`
@@ -465,12 +463,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
 - repo first seen: `2025-06-20T09:58:55Z`
-- repo last seen: `2026-05-14T01:58:55Z`
+- repo last seen: `2026-05-18T02:27:48Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **78**
 - snapshot authored PRs/issues: **74 PRs / 4 issues**
-- snapshot discussion activity: **61 comments / 65 reviews / 64 review comments**
+- snapshot discussion activity: **62 comments / 69 reviews / 68 review comments**
 - account age: **3934 days**
 - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
 - public orgs: none visible
@@ -491,12 +489,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-05-14T13:49:31Z`
+- repo last seen: `2026-05-18T05:57:22Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **60**
 - snapshot authored PRs/issues: **57 PRs / 3 issues**
-- snapshot discussion activity: **174 comments / 587 reviews / 1177 review comments**
+- snapshot discussion activity: **174 comments / 589 reviews / 1177 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
@@ -517,12 +515,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
 - repo first seen: `2024-02-08T22:19:09Z`
-- repo last seen: `2026-05-15T16:05:40Z`
+- repo last seen: `2026-05-18T04:42:52Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **51**
-- snapshot authored PRs/issues: **49 PRs / 2 issues**
-- snapshot discussion activity: **27 comments / 133 reviews / 232 review comments**
+- repo primary artifacts: **52**
+- snapshot authored PRs/issues: **50 PRs / 2 issues**
+- snapshot discussion activity: **27 comments / 137 reviews / 240 review comments**
 - account age: **2296 days**
 - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: `huggingface`
@@ -530,9 +528,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
+- [PR #46019: [docs] tp for continuous batching](https://github.com/huggingface/transformers/pull/46019) — open
 - [PR #45949: [docs] new attention mask helpers](https://github.com/huggingface/transformers/pull/45949) — closed, merged
 - [PR #45947: [docs] chat template prefill](https://github.com/huggingface/transformers/pull/45947) — closed, merged
-- [PR #45900: [docs] ALMModelTest](https://github.com/huggingface/transformers/pull/45900) — closed, merged
 - [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
 - [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
 
@@ -640,12 +638,12 @@ 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: `2026-05-13T07:53:44Z`
+- repo last seen: `2026-05-18T05:58:52Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **30**
 - snapshot authored PRs/issues: **30 PRs / 0 issues**
-- snapshot discussion activity: **45 comments / 49 reviews / 31 review comments**
+- snapshot discussion activity: **48 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
@@ -701,7 +699,7 @@ Example artifacts:
 Example artifacts:
 - [PR #45984: [CB] Remove OpenTelemetry](https://github.com/huggingface/transformers/pull/45984) — open
 - [PR #45911: [CB] Hide activation footprint by using the CUDA graph pool](https://github.com/huggingface/transformers/pull/45911) — closed, merged
-- [PR #45821: [CB] [Major] Add tensor paralellism](https://github.com/huggingface/transformers/pull/45821) — open
+- [PR #45821: [CB] [Major] Add tensor paralellism](https://github.com/huggingface/transformers/pull/45821) — closed, merged
 
 ### `jiqing-feng`
 
@@ -748,7 +746,7 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45930: [DeepSeek V4] Fix MoE converter substring-matching FP8 scale companions](https://github.com/huggingface/transformers/pull/45930) — open
+- [PR #45930: [DeepSeek V4] Fix MoE converter substring-matching FP8 scale companions](https://github.com/huggingface/transformers/pull/45930) — closed, merged
 - [PR #45898: [fix] Add `fatal_error` to `ContinuousBatchingManager` so the serving layer can detect a dead CB worker](https://github.com/huggingface/transformers/pull/45898) — closed, merged
 - [PR #45857: Fix `tie_word_embeddings` not lifted from `text_config` for some VLM configs (BC regression)](https://github.com/huggingface/transformers/pull/45857) — open
 - [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
@@ -810,12 +808,12 @@ 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: `2026-05-14T17:35:41Z`
+- repo last seen: `2026-05-18T00:51:26Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **21**
 - snapshot authored PRs/issues: **18 PRs / 3 issues**
-- snapshot discussion activity: **58 comments / 227 reviews / 202 review comments**
+- snapshot discussion activity: **59 comments / 227 reviews / 202 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`
@@ -836,12 +834,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asywangyi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asywangyi)
 - repo first seen: `2025-12-16T08:22:52Z`
-- repo last seen: `2026-05-15T02:06:29Z`
+- repo last seen: `2026-05-18T01:15:21Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **17 PRs / 1 issues**
-- snapshot discussion activity: **20 comments / 16 reviews / 16 review comments**
+- snapshot discussion activity: **21 comments / 16 reviews / 16 review comments**
 - account age: **2996 days**
 - recent public PR activity: **16 PRs** (12 merged / 0 closed-unmerged / 4 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
 - public orgs: none visible
@@ -884,12 +882,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahmellor)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahmellor)
 - repo first seen: `2025-08-14T10:03:14Z`
-- repo last seen: `2026-05-07T17:19:45Z`
+- repo last seen: `2026-05-18T05:51:22Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **16 PRs / 2 issues**
-- snapshot discussion activity: **24 comments / 54 reviews / 26 review comments**
+- snapshot discussion activity: **24 comments / 55 reviews / 27 review comments**
 - account age: **3592 days**
 - recent public PR activity: **79 PRs** (72 merged / 3 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **4%**, open rate **5%**)
 - public orgs: `huggingface`, `vllm-project`
@@ -1293,7 +1291,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45973: chore(ci): replace hardcoded maintainer allowlists with team membership check](https://github.com/huggingface/transformers/pull/45973) — closed, draft
-- [PR #45972: chore(ci): remove dead env vars from circleci-failure-summary-comment.yml](https://github.com/huggingface/transformers/pull/45972) — open
+- [PR #45972: chore(ci): remove dead env vars from circleci-failure-summary-comment.yml](https://github.com/huggingface/transformers/pull/45972) — open, merged
 - [PR #45964: fix(ci): set persist-credentials: false on actions/checkout and close remaining template injection findings](https://github.com/huggingface/transformers/pull/45964) — closed, merged
 
 ### `jamesbraza`
@@ -1874,12 +1872,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan)
 - repo first seen: `2024-10-17T11:56:32Z`
-- repo last seen: `2026-05-11T10:07:09Z`
+- repo last seen: `2026-05-18T05:39:17Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **23 comments / 8 reviews / 10 review comments**
+- snapshot discussion activity: **24 comments / 8 reviews / 10 review comments**
 - account age: **4501 days**
 - recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**)
 - public orgs: `huggingface`
@@ -3686,12 +3684,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akndtran)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akndtran)
 - repo first seen: `2026-05-06T18:23:26Z`
-- repo last seen: `2026-05-12T19:02:06Z`
+- repo last seen: `2026-05-18T03:17:42Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **1 PRs / 2 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
 - account age: **3650 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -4263,12 +4261,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akasakh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akasakh)
 - repo first seen: `2026-05-10T06:09:08Z`
-- repo last seen: `2026-05-16T06:42:19Z`
+- repo last seen: `2026-05-18T04:31:17Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
 - account age: **3170 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -4499,28 +4497,6 @@ Example artifacts:
 - [PR #45516: T5Gemma2: fix `prepare_decoder_input_ids_from_labels`](https://github.com/huggingface/transformers/pull/45516) — closed, merged
 - [Issue #45517: MPS OOM error, finetuning T5Gemma2 with Seq2SeqTrainer](https://github.com/huggingface/transformers/issues/45517) — closed
 
-### `zhulinchng`
-
-- profile: [github.com/zhulinchng](https://github.com/zhulinchng)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azhulinchng)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azhulinchng)
-- repo first seen: `2026-03-19T01:40:58Z`
-- repo last seen: `2026-03-19T01:46:22Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3429 days**
-- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44839: Correct code block formatting in weightconverter.md](https://github.com/huggingface/transformers/pull/44839) — closed, merged
-- [Issue #44840: typo in code block in docs](https://github.com/huggingface/transformers/issues/44840) — closed
-
 ### `ZSLsherly`
 
 - profile: [github.com/ZSLsherly](https://github.com/ZSLsherly)
@@ -6064,7 +6040,7 @@ Example artifacts:
 - repo first seen: `2026-05-16T11:43:33Z`
 - repo last seen: `2026-05-16T11:43:33Z`
 - 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: **0 comments / 0 reviews / 0 review comments**
@@ -6075,7 +6051,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #46001: docs: update models architecture count and sync ACL anthology URLs](https://github.com/huggingface/transformers/pull/46001) — open
+- [PR #46001: docs: update models architecture count and sync ACL anthology URLs](https://github.com/huggingface/transformers/pull/46001) — closed, merged
 
 ### `jagwar`
 
@@ -6356,12 +6332,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alalitha2410)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alalitha2410)
 - repo first seen: `2026-05-17T13:42:37Z`
-- repo last seen: `2026-05-17T13:42:37Z`
+- repo last seen: `2026-05-18T05:29:23Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIMER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **1043 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -6833,27 +6809,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44905: fix(i18n): replace broken relative links to awesome-transformers.md with absolute URLs](https://github.com/huggingface/transformers/pull/44905) — closed, merged
 
-### `omyaaa1`
-
-- profile: [github.com/omyaaa1](https://github.com/omyaaa1)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aomyaaa1)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aomyaaa1)
-- repo first seen: `2026-03-19T04:48:58Z`
-- repo last seen: `2026-03-19T04:54:16Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **519 days**
-- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44842: Fix AutoImageProcessor URL loading regression](https://github.com/huggingface/transformers/pull/44842) — closed
-
 ### `Oneirag`
 
 - profile: [github.com/Oneirag](https://github.com/Oneirag)
@@ -7463,27 +7418,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45301:  docs maintenance for transformers repository 979e8](https://github.com/huggingface/transformers/pull/45301) — closed
 
-### `sahilleth`
-
-- profile: [github.com/sahilleth](https://github.com/sahilleth)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asahilleth)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asahilleth)
-- repo first seen: `2026-03-19T05:50:29Z`
-- repo last seen: `2026-03-19T13:18:58Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **58 days**
-- recent public PR activity: **22 PRs** (4 merged / 6 closed-unmerged / 12 open; merged rate **18%**, closed-unmerged rate **27%**, open rate **55%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
-- heuristic read: **very new account; broad repo spread; high open PR share; no visible non-self stars**
-
-Example artifacts:
-- [PR #44844: Fix DEIM config export and public API](https://github.com/huggingface/transformers/pull/44844) — closed
-
 ### `SAY-5`
 
 - profile: [github.com/SAY-5](https://github.com/SAY-5)
@@ -7757,6 +7691,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45514: Fix GraniteMoeHybrid _update_mamba_mask crash on attention-only models](https://github.com/huggingface/transformers/pull/45514) — open
 
+### `trducng`
+
+- profile: [github.com/trducng](https://github.com/trducng)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atrducng)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atrducng)
+- repo first seen: `2026-05-18T04:44:13Z`
+- repo last seen: `2026-05-18T04:44:13Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3050 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46022: fix: include transitive relative imports when loading from local directory](https://github.com/huggingface/transformers/pull/46022) — open
+
 ### `TuringTux`
 
 - profile: [github.com/TuringTux](https://github.com/TuringTux)

new_contributors.parquet

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@@ -1370,6 +1370,194 @@
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+          "right_pr_number": 45997,
+          "similarity": 0.304,
+          "content_similarity": 0.26,
+          "size_similarity": 0.29,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.581,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43875,
+          "right_pr_number": 46005,
+          "similarity": 0.238,
+          "content_similarity": 0.199,
+          "size_similarity": 0.129,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.581,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44070-4",
       "pr_numbers": [
@@ -1379,7 +1567,7 @@
         45668
       ],
       "representative_pr_number": 45546,
-      "average_similarity": 0.747,
+      "average_similarity": 0.749,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
       "shared_filenames": [
         "src/transformers/integrations/ggml.py",
@@ -1421,7 +1609,7 @@
           "left_pr_number": 45546,
           "right_pr_number": 45668,
           "similarity": 0.804,
-          "content_similarity": 0.776,
+          "content_similarity": 0.775,
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           "breadth_similarity": 1.0,
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@@ -1442,8 +1630,8 @@
         {
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-          "similarity": 0.779,
-          "content_similarity": 0.785,
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           "breadth_similarity": 1.0,
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         {
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-          "similarity": 0.732,
-          "content_similarity": 0.75,
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+          "content_similarity": 0.755,
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           "breadth_similarity": 1.0,
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@@ -1486,8 +1674,8 @@
         {
           "left_pr_number": 45296,
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-          "similarity": 0.656,
-          "content_similarity": 0.63,
+          "similarity": 0.657,
+          "content_similarity": 0.632,
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           "breadth_similarity": 1.0,
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@@ -1508,8 +1696,8 @@
         {
           "left_pr_number": 44070,
           "right_pr_number": 45668,
-          "similarity": 0.635,
-          "content_similarity": 0.628,
+          "similarity": 0.637,
+          "content_similarity": 0.631,
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@@ -1538,7 +1726,7 @@
         44682
       ],
       "representative_pr_number": 43836,
-      "average_similarity": 0.547,
+      "average_similarity": 0.546,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
@@ -1586,8 +1774,8 @@
         {
           "left_pr_number": 43836,
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-          "similarity": 0.597,
-          "content_similarity": 0.638,
+          "similarity": 0.593,
+          "content_similarity": 0.634,
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           "breadth_similarity": 0.5,
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@@ -1620,8 +1808,8 @@
         {
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-          "similarity": 0.431,
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+          "similarity": 0.428,
+          "content_similarity": 0.473,
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           "breadth_similarity": 0.5,
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-          "similarity": 0.402,
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+          "content_similarity": 0.44,
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           "breadth_similarity": 0.5,
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           "left_pr_number": 41097,
           "right_pr_number": 43549,
           "similarity": 0.548,
-          "content_similarity": 0.441,
+          "content_similarity": 0.44,
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@@ -1723,7 +1911,7 @@
         {
           "left_pr_number": 41097,
           "right_pr_number": 46013,
-          "similarity": 0.444,
+          "similarity": 0.443,
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           "breadth_similarity": 1.0,
@@ -1740,7 +1928,7 @@
           "left_pr_number": 43549,
           "right_pr_number": 44547,
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-          "content_similarity": 0.352,
+          "content_similarity": 0.351,
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@@ -1779,7 +1967,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.503,
+      "average_similarity": 0.508,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1793,8 +1981,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 45985,
-          "similarity": 0.598,
-          "content_similarity": 0.482,
+          "similarity": 0.603,
+          "content_similarity": 0.49,
           "size_similarity": 0.733,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1810,8 +1998,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 45985,
-          "similarity": 0.594,
-          "content_similarity": 0.495,
+          "similarity": 0.599,
+          "content_similarity": 0.502,
           "size_similarity": 0.652,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1827,8 +2015,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 39683,
-          "similarity": 0.52,
-          "content_similarity": 0.427,
+          "similarity": 0.526,
+          "content_similarity": 0.434,
           "size_similarity": 0.478,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1844,8 +2032,8 @@
         {
           "left_pr_number": 44872,
           "right_pr_number": 45985,
-          "similarity": 0.458,
-          "content_similarity": 0.398,
+          "similarity": 0.463,
+          "content_similarity": 0.405,
           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
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@@ -1861,8 +2049,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 44872,
-          "similarity": 0.431,
-          "content_similarity": 0.343,
+          "similarity": 0.436,
+          "content_similarity": 0.35,
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           "breadth_similarity": 1.0,
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@@ -1878,8 +2066,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 44872,
-          "similarity": 0.416,
-          "content_similarity": 0.352,
+          "similarity": 0.421,
+          "content_similarity": 0.359,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1903,7 +2091,7 @@
         46007
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.358,
+      "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": [
@@ -1916,8 +2104,8 @@
         {
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         {
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-          "similarity": 0.363,
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+          "similarity": 0.361,
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           "breadth_similarity": 1.0,
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@@ -1947,8 +2135,8 @@
         {
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-          "similarity": 0.353,
-          "content_similarity": 0.084,
+          "similarity": 0.351,
+          "content_similarity": 0.082,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1962,8 +2150,8 @@
         {
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-          "content_similarity": 0.078,
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+          "content_similarity": 0.076,
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           "breadth_similarity": 1.0,
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@@ -1977,8 +2165,8 @@
         {
           "left_pr_number": 44550,
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-          "similarity": 0.349,
-          "content_similarity": 0.088,
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@@ -1992,8 +2180,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 46007,
-          "similarity": 0.34,
-          "content_similarity": 0.075,
+          "similarity": 0.338,
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           "concentration_similarity": 1.0,
@@ -2155,82 +2343,14 @@
       ]
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     {
-      "cluster_id": "pr-scope-44893-3",
-      "pr_numbers": [
-        44893,
-        45997,
-        46005
-      ],
-      "representative_pr_number": 46005,
-      "average_similarity": 0.697,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #46005.",
-      "shared_filenames": [
-        "src/transformers/cache_utils.py"
-      ],
-      "shared_directories": [
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-        "src"
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-          "content_similarity": 0.813,
-          "size_similarity": 0.444,
-          "breadth_similarity": 1.0,
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-        {
-          "left_pr_number": 44893,
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-          "content_similarity": 0.786,
-          "size_similarity": 0.222,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
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-          "shared_directories": [
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-        },
-        {
-          "left_pr_number": 44893,
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-          "size_similarity": 0.5,
-          "breadth_similarity": 1.0,
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-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-44015-3",
+      "cluster_id": "pr-scope-44015-3",
       "pr_numbers": [
         44015,
         44059,
         44676
       ],
       "representative_pr_number": 44059,
-      "average_similarity": 0.572,
+      "average_similarity": 0.567,
       "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"
@@ -2245,8 +2365,8 @@
         {
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-          "similarity": 0.683,
-          "content_similarity": 0.749,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2263,8 +2383,8 @@
         {
           "left_pr_number": 44015,
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+          "similarity": 0.611,
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           "breadth_similarity": 0.333,
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@@ -2281,8 +2401,8 @@
         {
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@@ -2306,7 +2426,7 @@
         45422
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       "representative_pr_number": 41606,
-      "average_similarity": 0.557,
+      "average_similarity": 0.558,
       "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
       "shared_filenames": [
         "tests/test_processing_common.py",
@@ -2321,8 +2441,8 @@
         {
           "left_pr_number": 41606,
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-          "content_similarity": 0.664,
+          "similarity": 0.687,
+          "content_similarity": 0.665,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.683,
@@ -2339,8 +2459,8 @@
         {
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-          "similarity": 0.499,
-          "content_similarity": 0.421,
+          "similarity": 0.5,
+          "content_similarity": 0.422,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 0.881,
@@ -2357,8 +2477,8 @@
         {
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-          "similarity": 0.485,
-          "content_similarity": 0.458,
+          "similarity": 0.486,
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           "breadth_similarity": 0.75,
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@@ -2399,8 +2519,8 @@
         {
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+          "similarity": 0.697,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.548,
@@ -2417,8 +2537,8 @@
         {
           "left_pr_number": 43997,
           "right_pr_number": 44007,
-          "similarity": 0.615,
-          "content_similarity": 0.647,
+          "similarity": 0.614,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.548,
@@ -2435,8 +2555,8 @@
         {
           "left_pr_number": 43997,
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-          "similarity": 0.275,
-          "content_similarity": 0.024,
+          "similarity": 0.276,
+          "content_similarity": 0.026,
           "size_similarity": 0.722,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2543,6 +2663,84 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45974-3",
+      "pr_numbers": [
+        45974,
+        45975,
+        46006
+      ],
+      "representative_pr_number": 45974,
+      "average_similarity": 0.446,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45974.",
+      "shared_filenames": [
+        "src/transformers/cli/serving/model_manager.py",
+        "src/transformers/cli/serve.py"
+      ],
+      "shared_directories": [
+        "src/transformers/cli/serving",
+        "src/transformers/cli",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45974,
+          "right_pr_number": 45975,
+          "similarity": 0.605,
+          "content_similarity": 0.555,
+          "size_similarity": 0.451,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.975,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py",
+            "src/transformers/cli/serving/model_manager.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli/serving",
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45974,
+          "right_pr_number": 46006,
+          "similarity": 0.43,
+          "content_similarity": 0.476,
+          "size_similarity": 0.2,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.667,
+          "shared_filenames": [
+            "src/transformers/cli/serving/model_manager.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli/serving",
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45975,
+          "right_pr_number": 46006,
+          "similarity": 0.302,
+          "content_similarity": 0.315,
+          "size_similarity": 0.09,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.692,
+          "shared_filenames": [
+            "src/transformers/cli/serving/model_manager.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli/serving",
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41356-3",
       "pr_numbers": [
@@ -2551,7 +2749,7 @@
         45843
       ],
       "representative_pr_number": 44339,
-      "average_similarity": 0.446,
+      "average_similarity": 0.44,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/deimv2/modeling_deimv2.py`, `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`; representative PR #44339.",
       "shared_filenames": [
         "src/transformers/models/deimv2/modeling_deimv2.py",
@@ -2576,8 +2774,8 @@
         {
           "left_pr_number": 44339,
           "right_pr_number": 45843,
-          "similarity": 0.46,
-          "content_similarity": 0.579,
+          "similarity": 0.455,
+          "content_similarity": 0.572,
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           "breadth_similarity": 0.111,
           "concentration_similarity": 0.667,
@@ -2595,8 +2793,8 @@
         {
           "left_pr_number": 41356,
           "right_pr_number": 44339,
-          "similarity": 0.44,
-          "content_similarity": 0.478,
+          "similarity": 0.435,
+          "content_similarity": 0.471,
           "size_similarity": 0.081,
           "breadth_similarity": 0.444,
           "concentration_similarity": 0.974,
@@ -2624,9 +2822,9 @@
         {
           "left_pr_number": 41356,
           "right_pr_number": 45843,
-          "similarity": 0.438,
-          "content_similarity": 0.368,
-          "size_similarity": 0.813,
+          "similarity": 0.431,
+          "content_similarity": 0.356,
+          "size_similarity": 0.817,
           "breadth_similarity": 0.267,
           "concentration_similarity": 0.641,
           "shared_filenames": [
@@ -2641,84 +2839,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-45974-3",
-      "pr_numbers": [
-        45974,
-        45975,
-        46006
-      ],
-      "representative_pr_number": 45974,
-      "average_similarity": 0.445,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45974.",
-      "shared_filenames": [
-        "src/transformers/cli/serving/model_manager.py",
-        "src/transformers/cli/serve.py"
-      ],
-      "shared_directories": [
-        "src/transformers/cli/serving",
-        "src/transformers/cli",
-        "src/transformers",
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-          "shared_filenames": [
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-          "shared_directories": [
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-            "src/transformers/cli",
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-            "src/transformers/cli",
-            "src/transformers",
-            "src"
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-        {
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-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers/cli/serving",
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44907-3",
       "pr_numbers": [
@@ -2727,7 +2847,7 @@
         45827
       ],
       "representative_pr_number": 45783,
-      "average_similarity": 0.425,
+      "average_similarity": 0.423,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #45783.",
       "shared_filenames": [
         "src/transformers/models/glm46v/modeling_glm46v.py",
@@ -2740,14 +2860,14 @@
         "src/transformers/models/qwen2_vl/modeling_qwen2_vl.py"
       ],
       "shared_directories": [
-        "src/transformers/models/glm46v",
         "src/transformers/models/glm_ocr",
-        "src/transformers/models/glm4v",
+        "src/transformers/models/glm46v",
         "src/transformers/models/paddleocr_vl",
         "src/transformers/models/qwen2_5_omni",
         "src/transformers/models/qwen3_5_moe",
-        "src/transformers/models/qwen3_vl",
-        "src/transformers/models/glm4v_moe"
+        "src/transformers/models/glm4v",
+        "src/transformers/models/qwen3_5",
+        "src/transformers/models/qwen3_vl"
       ],
       "pairwise": [
         {
@@ -2786,11 +2906,11 @@
         {
           "left_pr_number": 45783,
           "right_pr_number": 45827,
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-          "content_similarity": 0.481,
-          "size_similarity": 0.174,
-          "breadth_similarity": 0.285,
-          "concentration_similarity": 0.929,
+          "similarity": 0.43,
+          "content_similarity": 0.466,
+          "size_similarity": 0.177,
+          "breadth_similarity": 0.309,
+          "concentration_similarity": 0.932,
           "shared_filenames": [
             "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
             "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py",
@@ -2819,11 +2939,11 @@
         {
           "left_pr_number": 44907,
           "right_pr_number": 45827,
-          "similarity": 0.353,
+          "similarity": 0.355,
           "content_similarity": 0.293,
-          "size_similarity": 0.446,
-          "breadth_similarity": 0.345,
-          "concentration_similarity": 0.915,
+          "size_similarity": 0.439,
+          "breadth_similarity": 0.375,
+          "concentration_similarity": 0.918,
           "shared_filenames": [
             "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
             "src/transformers/models/glm46v/modeling_glm46v.py",
@@ -2889,7 +3009,7 @@
           "left_pr_number": 45548,
           "right_pr_number": 45649,
           "similarity": 0.385,
-          "content_similarity": 0.339,
+          "content_similarity": 0.34,
           "size_similarity": 0.149,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2905,7 +3025,7 @@
           "left_pr_number": 45548,
           "right_pr_number": 45655,
           "similarity": 0.347,
-          "content_similarity": 0.275,
+          "content_similarity": 0.276,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2927,7 +3047,7 @@
         45524
       ],
       "representative_pr_number": 44615,
-      "average_similarity": 0.403,
+      "average_similarity": 0.402,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
       "shared_filenames": [
         "src/transformers/utils/import_utils.py"
@@ -2941,8 +3061,8 @@
         {
           "left_pr_number": 44615,
           "right_pr_number": 45524,
-          "similarity": 0.418,
-          "content_similarity": 0.334,
+          "similarity": 0.417,
+          "content_similarity": 0.333,
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           "breadth_similarity": 1.0,
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@@ -2958,8 +3078,8 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 44615,
-          "similarity": 0.407,
-          "content_similarity": 0.335,
+          "similarity": 0.406,
+          "content_similarity": 0.334,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2976,7 +3096,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 45524,
           "similarity": 0.383,
-          "content_similarity": 0.249,
+          "content_similarity": 0.248,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -3015,8 +3135,8 @@
         {
           "left_pr_number": 45822,
           "right_pr_number": 46012,
-          "similarity": 0.556,
-          "content_similarity": 0.533,
+          "similarity": 0.557,
+          "content_similarity": 0.534,
           "size_similarity": 0.694,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.744,
@@ -3034,7 +3154,7 @@
         {
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           "right_pr_number": 46012,
-          "similarity": 0.37,
+          "similarity": 0.369,
           "content_similarity": 0.205,
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           "breadth_similarity": 1.0,
@@ -3110,8 +3230,8 @@
         {
           "left_pr_number": 44981,
           "right_pr_number": 45917,
-          "similarity": 0.355,
-          "content_similarity": 0.109,
+          "similarity": 0.354,
+          "content_similarity": 0.108,
           "size_similarity": 0.87,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.959,
@@ -3127,7 +3247,7 @@
           "left_pr_number": 44889,
           "right_pr_number": 45917,
           "similarity": 0.33,
-          "content_similarity": 0.08,
+          "content_similarity": 0.079,
           "size_similarity": 0.879,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.852,
@@ -3361,7 +3481,7 @@
         43775
       ],
       "representative_pr_number": 43543,
-      "average_similarity": 0.82,
+      "average_similarity": 0.819,
       "summary": "2 open PRs share weighted file overlap around `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`; representative PR #43543.",
       "shared_filenames": [
         "src/transformers/models/jetmoe/modeling_jetmoe.py",
@@ -3387,7 +3507,7 @@
         {
           "left_pr_number": 43543,
           "right_pr_number": 43775,
-          "similarity": 0.82,
+          "similarity": 0.819,
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           "breadth_similarity": 1.0,
@@ -3445,7 +3565,7 @@
           "left_pr_number": 45683,
           "right_pr_number": 45734,
           "similarity": 0.817,
-          "content_similarity": 0.865,
+          "content_similarity": 0.864,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.871,
@@ -3506,31 +3626,45 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-45377-2",
+      "cluster_id": "pr-scope-45514-2",
       "pr_numbers": [
-        45377,
-        46001
+        45514,
+        45813
       ],
-      "representative_pr_number": 45377,
-      "average_similarity": 0.764,
-      "summary": "2 open PRs share weighted file overlap around `README.md`; representative PR #45377.",
+      "representative_pr_number": 45514,
+      "average_similarity": 0.724,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/granitemoehybrid/test_modeling_granitemoehybrid.py`; representative PR #45514.",
       "shared_filenames": [
-        "README.md"
+        "tests/models/granitemoehybrid/test_modeling_granitemoehybrid.py"
+      ],
+      "shared_directories": [
+        "tests/models/granitemoehybrid",
+        "src/transformers/models",
+        "tests/models",
+        "src/transformers",
+        "tests",
+        "src"
       ],
-      "shared_directories": [],
       "pairwise": [
         {
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-          "content_similarity": 0.852,
-          "size_similarity": 0.113,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 45514,
+          "right_pr_number": 45813,
+          "similarity": 0.724,
+          "content_similarity": 0.653,
+          "size_similarity": 0.909,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.936,
           "shared_filenames": [
-            "README.md"
+            "tests/models/granitemoehybrid/test_modeling_granitemoehybrid.py"
           ],
-          "shared_directories": []
+          "shared_directories": [
+            "src/transformers/models",
+            "tests/models/granitemoehybrid",
+            "src/transformers",
+            "tests/models",
+            "src",
+            "tests"
+          ]
         }
       ]
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@@ -3731,7 +3865,7 @@
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           "right_pr_number": 45627,
           "similarity": 0.662,
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+          "content_similarity": 0.807,
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           "breadth_similarity": 0.216,
           "concentration_similarity": 0.952,
@@ -3750,102 +3884,60 @@
       ]
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     {
-      "cluster_id": "pr-scope-45821-2",
+      "cluster_id": "pr-scope-44794-2",
       "pr_numbers": [
-        45821,
-        45984
-      ],
-      "representative_pr_number": 45821,
-      "average_similarity": 0.597,
-      "summary": "2 open PRs share weighted file overlap around `benchmark_v2/benchmark_scripts/continuous_batching_overall.py`, `src/transformers/generation/continuous_batching/cache_manager.py`, `src/transformers/generation/continuous_batching/distributed.py`; representative PR #45821.",
-      "shared_filenames": [
-        "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
-        "src/transformers/generation/continuous_batching/cache_manager.py",
-        "src/transformers/generation/continuous_batching/distributed.py",
-        "src/transformers/generation/continuous_batching/utils.py",
-        "tests/generation/test_continuous_batching.py",
-        "src/transformers/generation/continuous_batching/cache.py",
-        "src/transformers/generation/continuous_batching/continuous_api.py",
-        "tests/test_tensor_parallel_mixin.py"
-      ],
-      "shared_directories": [
-        "src/transformers/generation/continuous_batching",
-        "src/transformers/generation",
-        "benchmark_v2/benchmark_scripts",
-        "tests/generation",
-        "src/transformers",
-        "benchmark_v2",
-        "tests",
-        "src"
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-          "shared_filenames": [
-            "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
-            "src/transformers/generation/configuration_utils.py",
-            "src/transformers/generation/continuous_batching/cache.py",
-            "src/transformers/generation/continuous_batching/cache_manager.py",
-            "src/transformers/generation/continuous_batching/continuous_api.py",
-            "src/transformers/generation/continuous_batching/distributed.py",
-            "src/transformers/generation/continuous_batching/utils.py",
-            "tests/generation/test_continuous_batching.py",
-            "tests/test_tensor_parallel_mixin.py"
-          ],
-          "shared_directories": [
-            "src/transformers/generation/continuous_batching",
-            "src/transformers/generation",
-            "benchmark_v2/benchmark_scripts",
-            "src/transformers",
-            "tests/generation",
-            "benchmark_v2",
-            "src",
-            "tests"
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-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-43875-2",
-      "pr_numbers": [
-        43875,
-        46010
+        44794,
+        45977
       ],
-      "representative_pr_number": 43875,
-      "average_similarity": 0.59,
-      "summary": "2 open PRs share weighted file overlap around `tests/utils/test_cache_utils.py`, `src/transformers/cache_utils.py`; representative PR #43875.",
+      "representative_pr_number": 44794,
+      "average_similarity": 0.641,
+      "summary": "2 open PRs share weighted file overlap around `docs/source/en/gguf.md`, `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`; representative PR #44794.",
       "shared_filenames": [
-        "tests/utils/test_cache_utils.py",
-        "src/transformers/cache_utils.py"
+        "docs/source/en/gguf.md",
+        "src/transformers/integrations/gguf_dequant.py",
+        "src/transformers/quantizers/__init__.py",
+        "src/transformers/quantizers/quantizer_gguf.py",
+        "src/transformers/gguf_conversion_ops.py",
+        "src/transformers/modeling_gguf_pytorch_utils.py",
+        "src/transformers/modeling_utils.py"
       ],
       "shared_directories": [
-        "tests/utils",
+        "tests/quantization/ggml",
+        "src/transformers/quantizers",
+        "src/transformers/integrations",
+        "docs/source/en",
+        "tests/quantization",
+        "docs/source",
         "src/transformers",
-        "tests",
-        "src"
+        "docs"
       ],
       "pairwise": [
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-          "content_similarity": 0.484,
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-          "concentration_similarity": 0.775,
-          "shared_filenames": [
-            "src/transformers/cache_utils.py",
-            "tests/utils/test_cache_utils.py"
+          "left_pr_number": 44794,
+          "right_pr_number": 45977,
+          "similarity": 0.641,
+          "content_similarity": 0.624,
+          "size_similarity": 0.556,
+          "breadth_similarity": 0.781,
+          "concentration_similarity": 0.848,
+          "shared_filenames": [
+            "docs/source/en/gguf.md",
+            "src/transformers/gguf_conversion_ops.py",
+            "src/transformers/integrations/gguf_dequant.py",
+            "src/transformers/modeling_gguf_pytorch_utils.py",
+            "src/transformers/modeling_utils.py",
+            "src/transformers/quantizers/__init__.py",
+            "src/transformers/quantizers/quantizer_gguf.py"
           ],
           "shared_directories": [
+            "docs/source/en",
+            "src/transformers/integrations",
+            "src/transformers/quantizers",
+            "tests/quantization/ggml",
+            "docs/source",
             "src/transformers",
-            "tests/utils",
+            "tests/quantization",
+            "docs",
             "src",
             "tests"
           ]
@@ -3976,7 +4068,7 @@
         43649
       ],
       "representative_pr_number": 43532,
-      "average_similarity": 0.514,
+      "average_similarity": 0.513,
       "summary": "2 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
       "shared_filenames": [
         ".github/workflows/self-comment-ci.yml",
@@ -3996,7 +4088,7 @@
         {
           "left_pr_number": 43532,
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-          "similarity": 0.514,
+          "similarity": 0.513,
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           "size_similarity": 0.395,
           "breadth_similarity": 0.875,
@@ -4018,47 +4110,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-45293-2",
-      "pr_numbers": [
-        45293,
-        45317
-      ],
-      "representative_pr_number": 45293,
-      "average_similarity": 0.509,
-      "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`; representative PR #45293.",
-      "shared_filenames": [
-        "tests/models/auto/test_tokenization_auto.py"
-      ],
-      "shared_directories": [
-        "tests/models/auto",
-        "tests/models",
-        "src/transformers",
-        "tests",
-        "src"
-      ],
-      "pairwise": [
-        {
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-          "similarity": 0.509,
-          "content_similarity": 0.357,
-          "size_similarity": 0.741,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.972,
-          "shared_filenames": [
-            "tests/models/auto/test_tokenization_auto.py"
-          ],
-          "shared_directories": [
-            "tests/models/auto",
-            "src/transformers",
-            "tests/models",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44114-2",
       "pr_numbers": [
@@ -4066,7 +4117,7 @@
         45720
       ],
       "representative_pr_number": 44114,
-      "average_similarity": 0.508,
+      "average_similarity": 0.507,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/sew_d/modeling_sew_d.py`; representative PR #44114.",
       "shared_filenames": [
         "src/transformers/models/data2vec/modeling_data2vec_audio.py",
@@ -4092,8 +4143,8 @@
         {
           "left_pr_number": 44114,
           "right_pr_number": 45720,
-          "similarity": 0.508,
-          "content_similarity": 0.433,
+          "similarity": 0.507,
+          "content_similarity": 0.431,
           "size_similarity": 0.549,
           "breadth_similarity": 0.727,
           "concentration_similarity": 0.999,
@@ -4124,6 +4175,47 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45293-2",
+      "pr_numbers": [
+        45293,
+        45317
+      ],
+      "representative_pr_number": 45293,
+      "average_similarity": 0.501,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`; representative PR #45293.",
+      "shared_filenames": [
+        "tests/models/auto/test_tokenization_auto.py"
+      ],
+      "shared_directories": [
+        "tests/models/auto",
+        "tests/models",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45293,
+          "right_pr_number": 45317,
+          "similarity": 0.501,
+          "content_similarity": 0.344,
+          "size_similarity": 0.741,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.972,
+          "shared_filenames": [
+            "tests/models/auto/test_tokenization_auto.py"
+          ],
+          "shared_directories": [
+            "tests/models/auto",
+            "src/transformers",
+            "tests/models",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45056-2",
       "pr_numbers": [
@@ -4146,7 +4238,7 @@
           "left_pr_number": 45056,
           "right_pr_number": 45128,
           "similarity": 0.498,
-          "content_similarity": 0.392,
+          "content_similarity": 0.391,
           "size_similarity": 0.669,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.724,
@@ -4354,7 +4446,7 @@
         45883
       ],
       "representative_pr_number": 45202,
-      "average_similarity": 0.438,
+      "average_similarity": 0.435,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`; representative PR #45202.",
       "shared_filenames": [
         "src/transformers/models/gemma4/modular_gemma4.py",
@@ -4370,8 +4462,8 @@
         {
           "left_pr_number": 45202,
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