Refresh transformers dataset snapshot 20260703T120023Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260703T060023Z`
+- latest snapshot: `20260703T120023Z`
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+      },
+      "fetch_error": null
+    },
     {
       "author_login": "0Sh1khar",
       "name": null,
@@ -19095,12 +19163,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alcheng321",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alcheng321",
       "repo_first_seen_at": "2026-06-20T07:49:11Z",
-      "repo_last_seen_at": "2026-07-02T14:15:32Z",
+      "repo_last_seen_at": "2026-07-03T07:24:50Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 3,
+      "repo_artifact_count": 4,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 2,
+      "snapshot_comment_count": 3,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
@@ -19160,7 +19228,7 @@
       "snapshot_comment_count": 2,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "repo_association": "NONE",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
@@ -19192,7 +19260,7 @@
             "number": 47024,
             "title": "test: add SDPA gradient health tests (fixes #44928)",
             "url": "https://github.com/huggingface/transformers/pull/47024",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-07-02T13:28:33Z"
@@ -21786,63 +21854,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "SeaL773",
-      "name": "SeaL773",
-      "profile_url": "https://github.com/SeaL773",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASeaL773",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASeaL773",
-      "repo_first_seen_at": "2026-05-04T06:26:53Z",
-      "repo_last_seen_at": "2026-05-05T17:35:27Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 11,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 4,
-      "snapshot_review_count": 3,
-      "snapshot_review_comment_count": 3,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3075,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "low",
-      "heuristic_note": "\u2014",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 14,
-        "merged_pr_count": 8,
-        "closed_unmerged_pr_count": 4,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.5714,
-        "closed_unmerged_pr_rate": 0.2857,
-        "still_open_pr_rate": 0.1429,
-        "distinct_repos_with_authored_prs": 9,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45773,
-            "title": "Fix UnboundLocalError for `is_updated` in encoder-decoder cross-attention",
-            "url": "https://github.com/huggingface/transformers/pull/45773",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-04T06:26:53Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "sergioperezcheco",
       "name": "Checo",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260703T060023Z`
-- Generated: `2026-07-03T06:00:59Z`
+- Snapshot: `20260703T120023Z`
+- Generated: `2026-07-03T12:01:52Z`
 - Activity window: `60d`
 - Contributors: `346`
 
@@ -9,7 +9,7 @@
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-02-05T12:51:57Z` | 132 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-02-05T12:51:57Z` | 133 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 112 | 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` | 101 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 101 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -189,6 +189,7 @@
 | `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `silicon-dispatch-100` | [profile](https://github.com/silicon-dispatch-100) | no | FIRST_TIMER | 3377d | `2026-06-24T06:33:39Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
+| `VectorPeak` | [profile](https://github.com/VectorPeak) | yes | FIRST_TIME_CONTRIBUTOR | 2084d | `2026-07-03T09:46:12Z` | 1 | 1 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
 | `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; 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 |
@@ -276,7 +277,7 @@
 | `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) | 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 | — |
+| `Lemniscate-world` | [profile](https://github.com/Lemniscate-world) | no | NONE | 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 |
@@ -322,7 +323,6 @@
 | `Sarimsaljook` | [profile](https://github.com/Sarimsaljook) | no | NONE | 1930d | `2026-06-27T01:05:09Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Saurav-Gupta-13` | [profile](https://github.com/Saurav-Gupta-13) | no | NONE | 1717d | `2026-06-05T16:58:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `savirpatil` | [profile](https://github.com/savirpatil) | no | NONE | 2041d | `2026-06-12T19:13:53Z` | 1 | 0 | weak | low | low | 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 | — |
 | `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | FIRST_TIME_CONTRIBUTOR | 1522d | `2026-06-28T17:06:32Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `sezer-muhammed` | [profile](https://github.com/sezer-muhammed) | no | CONTRIBUTOR | 2054d | `2026-06-28T03:58:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sgerrard` | [profile](https://github.com/sgerrard) | no | CONTRIBUTOR | 3845d | `2026-06-05T15:02:56Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -364,12 +364,12 @@
 - 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: `2025-02-05T12:51:57Z`
-- repo last seen: `2026-07-02T13:53:02Z`
+- repo last seen: `2026-07-03T11:43:56Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **132**
-- snapshot authored PRs/issues: **132 PRs / 0 issues**
-- snapshot discussion activity: **137 comments / 263 reviews / 179 review comments**
+- repo primary artifacts: **133**
+- snapshot authored PRs/issues: **133 PRs / 0 issues**
+- snapshot discussion activity: **137 comments / 265 reviews / 181 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
@@ -377,9 +377,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #47040: dont merge Trigger no script](https://github.com/huggingface/transformers/pull/47040) — open
 - [PR #47022: Check cancel](https://github.com/huggingface/transformers/pull/47022) — closed, draft
 - [PR #47005: Add tiny_model_id support to ProcessorTesterMixin for memory-sensitive tests](https://github.com/huggingface/transformers/pull/47005) — open
-- [PR #46910: Install in docker](https://github.com/huggingface/transformers/pull/46910) — closed, merged
 
 ### `Cyrilvallez`
 
@@ -410,12 +410,12 @@ 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: `2026-07-01T19:56:15Z`
+- repo last seen: `2026-07-03T10:41:49Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **107**
 - snapshot authored PRs/issues: **101 PRs / 6 issues**
-- snapshot discussion activity: **187 comments / 224 reviews / 204 review comments**
+- snapshot discussion activity: **188 comments / 224 reviews / 204 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`
@@ -436,12 +436,12 @@ 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: `2026-07-03T01:17:25Z`
+- repo last seen: `2026-07-03T06:24:06Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **105**
 - snapshot authored PRs/issues: **101 PRs / 4 issues**
-- snapshot discussion activity: **87 comments / 110 reviews / 109 review comments**
+- snapshot discussion activity: **88 comments / 110 reviews / 109 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
@@ -462,12 +462,12 @@ 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: `2024-07-19T13:27:51Z`
-- repo last seen: `2026-07-02T12:44:26Z`
+- repo last seen: `2026-07-03T10:27:59Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **100**
 - snapshot authored PRs/issues: **100 PRs / 0 issues**
-- snapshot discussion activity: **687 comments / 1105 reviews / 2373 review comments**
+- snapshot discussion activity: **689 comments / 1117 reviews / 2383 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`
@@ -536,12 +536,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-07-02T17:44:31Z`
+- repo last seen: `2026-07-03T11:04:00Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **58**
 - snapshot authored PRs/issues: **56 PRs / 2 issues**
-- snapshot discussion activity: **756 comments / 1404 reviews / 5761 review comments**
+- snapshot discussion activity: **758 comments / 1409 reviews / 5765 review comments**
 - account age: **1991 days**
 - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
 - public orgs: none visible
@@ -586,12 +586,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
 - repo first seen: `2023-02-27T14:00:41Z`
-- repo last seen: `2026-07-02T13:16:33Z`
+- repo last seen: `2026-07-03T11:09:32Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **47**
 - snapshot authored PRs/issues: **47 PRs / 0 issues**
-- snapshot discussion activity: **857 comments / 345 reviews / 235 review comments**
+- snapshot discussion activity: **861 comments / 346 reviews / 235 review comments**
 - account age: **3961 days**
 - recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: `huggingface`
@@ -801,12 +801,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille)
 - repo first seen: `2025-11-26T16:58:10Z`
-- repo last seen: `2026-07-03T03:52:49Z`
+- repo last seen: `2026-07-03T06:19:45Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **29**
 - snapshot authored PRs/issues: **28 PRs / 1 issues**
-- snapshot discussion activity: **33 comments / 111 reviews / 113 review comments**
+- snapshot discussion activity: **34 comments / 111 reviews / 113 review comments**
 - account age: **2625 days**
 - recent public PR activity: **9 PRs** (4 merged / 0 closed-unmerged / 5 open; merged rate **44%**, closed-unmerged rate **0%**, open rate **56%**)
 - public orgs: `huggingface`
@@ -875,12 +875,12 @@ 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: `2026-07-02T14:07:14Z`
+- repo last seen: `2026-07-03T11:35:18Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **30**
 - snapshot authored PRs/issues: **26 PRs / 4 issues**
-- snapshot discussion activity: **81 comments / 452 reviews / 417 review comments**
+- snapshot discussion activity: **81 comments / 453 reviews / 418 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`
@@ -1079,7 +1079,7 @@ Example artifacts:
 - 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 #47033: Fix serve tool parsing for legacy response schemas](https://github.com/huggingface/transformers/pull/47033) — closed
 - [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
 
@@ -1112,12 +1112,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aebezzam)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aebezzam)
 - repo first seen: `2025-07-25T12:59:52Z`
-- repo last seen: `2026-07-01T13:39:37Z`
+- repo last seen: `2026-07-03T11:36:57Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **13**
 - snapshot authored PRs/issues: **13 PRs / 0 issues**
-- snapshot discussion activity: **83 comments / 355 reviews / 959 review comments**
+- snapshot discussion activity: **83 comments / 363 reviews / 967 review comments**
 - account age: **4714 days**
 - recent public PR activity: **6 PRs** (3 merged / 0 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: `LCAV`
@@ -1158,12 +1158,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amolbap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amolbap)
 - repo first seen: `2024-06-13T14:13:17Z`
-- repo last seen: `2026-07-01T14:00:52Z`
+- repo last seen: `2026-07-03T10:42:35Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **13**
 - snapshot authored PRs/issues: **12 PRs / 1 issues**
-- snapshot discussion activity: **53 comments / 244 reviews / 689 review comments**
+- snapshot discussion activity: **53 comments / 247 reviews / 710 review comments**
 - account age: **2914 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
@@ -3433,12 +3433,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aalbertvillanova)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aalbertvillanova)
 - repo first seen: `2026-01-17T10:42:01Z`
-- repo last seen: `2026-06-15T08:46:37Z`
+- repo last seen: `2026-07-03T09:26:12Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **6 PRs / 3 issues**
-- snapshot discussion activity: **24 comments / 12 reviews / 8 review comments**
+- snapshot discussion activity: **25 comments / 12 reviews / 8 review comments**
 - account age: **4257 days**
 - recent public PR activity: **157 PRs** (143 merged / 10 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **6%**, open rate **3%**)
 - public orgs: `huggingface`, `aiinnova`, `bigscience-workshop`
@@ -3604,12 +3604,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abhargav-patel-29)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abhargav-patel-29)
 - repo first seen: `2026-02-05T02:43:45Z`
-- repo last seen: `2026-06-10T10:09:31Z`
+- repo last seen: `2026-07-03T06:21:28Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
 - account age: **267 days**
 - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
 - public orgs: none visible
@@ -4313,7 +4313,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #46180: Add Fun-ASR-Nano model](https://github.com/huggingface/transformers/pull/46180) — open
-- [Issue #46179: [New model] Add Fun-ASR-Nano (FunAudioLLM/Fun-ASR-Nano-2512)](https://github.com/huggingface/transformers/issues/46179) — open
+- [Issue #46179: [New model] Add Fun-ASR-Nano (FunAudioLLM/Fun-ASR-Nano-2512)](https://github.com/huggingface/transformers/issues/46179) — closed
 
 ### `mjkmain`
 
@@ -4513,6 +4513,28 @@ Example artifacts:
 - [PR #46727: Improve AutoImageProcessor error for unavailable backends](https://github.com/huggingface/transformers/pull/46727) — closed, merged
 - [Issue #46726: AutoProcessor reports “Unrecognized image processor” when required vision backend is missing](https://github.com/huggingface/transformers/issues/46726) — closed
 
+### `VectorPeak`
+
+- profile: [github.com/VectorPeak](https://github.com/VectorPeak)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AVectorPeak)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AVectorPeak)
+- repo first seen: `2026-07-03T09:46:12Z`
+- repo last seen: `2026-07-03T09:48:39Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2084 days**
+- recent public PR activity: **96 PRs** (42 merged / 31 closed-unmerged / 24 open; merged rate **44%**, closed-unmerged rate **32%**, open rate **24%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
+- heuristic read: **high recent PR volume; very broad repo spread; targets high-star repos**
+
+Example artifacts:
+- [PR #47038: Fix GenerationConfig continuous batching serialization](https://github.com/huggingface/transformers/pull/47038) — open
+- [Issue #47039: GenerationConfig serializes ContinuousBatchingConfig as null](https://github.com/huggingface/transformers/issues/47039) — open
+
 ### `0Sh1khar`
 
 - profile: [github.com/0Sh1khar](https://github.com/0Sh1khar)
@@ -6325,12 +6347,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alcheng321)
 - 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`
+- repo last seen: `2026-07-03T07:24:50Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
 - account age: **2614 days**
 - recent public PR activity: **21 PRs** (4 merged / 9 closed-unmerged / 8 open; merged rate **19%**, closed-unmerged rate **43%**, open rate **38%**)
 - public orgs: none visible
@@ -6348,7 +6370,7 @@ Example artifacts:
 - repo first seen: `2026-06-09T11:39:04Z`
 - repo last seen: `2026-07-02T13:28:50Z`
 - 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: **2 comments / 0 reviews / 0 review comments**
@@ -6359,7 +6381,7 @@ Example artifacts:
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #47024: test: add SDPA gradient health tests (fixes #44928)](https://github.com/huggingface/transformers/pull/47024) — open
+- [PR #47024: test: add SDPA gradient health tests (fixes #44928)](https://github.com/huggingface/transformers/pull/47024) — closed
 
 ### `lewtun`
 
@@ -7306,27 +7328,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46610: Add test for additionalProperties=False in recursive_parse](https://github.com/huggingface/transformers/pull/46610) — closed
 
-### `SeaL773`
-
-- profile: [github.com/SeaL773](https://github.com/SeaL773)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASeaL773)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASeaL773)
-- repo first seen: `2026-05-04T06:26:53Z`
-- repo last seen: `2026-05-05T17:35:27Z`
-- 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: **4 comments / 3 reviews / 3 review comments**
-- account age: **3075 days**
-- recent public PR activity: **14 PRs** (8 merged / 4 closed-unmerged / 2 open; merged rate **57%**, closed-unmerged rate **29%**, open rate **14%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #45773: Fix UnboundLocalError for `is_updated` in encoder-decoder cross-attention](https://github.com/huggingface/transformers/pull/45773) — open
-
 ### `sergioperezcheco`
 
 - profile: [github.com/sergioperezcheco](https://github.com/sergioperezcheco)

new_contributors.parquet

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+size 63516

pr-scope-clusters.json

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 {
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         46747
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       "summary": "6 open PRs share weighted file overlap around `.github/workflows/pr-ci-security-gate.yml`; representative PR #46716.",
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         47006
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       "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
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@@ -1980,7 +1980,7 @@
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@@ -2302,7 +2302,7 @@
         47023
       ],
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       "summary": "4 open PRs share weighted file overlap around `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`, `.github/workflows/build-past-ci-docker-images.yml`; representative PR #42975.",
       "shared_filenames": [
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@@ -2323,7 +2323,7 @@
           "left_pr_number": 42975,
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           "concentration_similarity": 1.0,
@@ -2347,8 +2347,8 @@
         {
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           "concentration_similarity": 1.0,
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         {
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@@ -2469,7 +2469,7 @@
         47005
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       "summary": "4 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
       "shared_filenames": [
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+          "concentration_similarity": 0.907,
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           ],
@@ -2555,11 +2555,11 @@
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           "right_pr_number": 47005,
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-          "content_similarity": 0.328,
-          "size_similarity": 0.8,
+          "similarity": 0.419,
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           "breadth_similarity": 0.667,
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@@ -2572,11 +2572,11 @@
         {
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-          "content_similarity": 0.211,
-          "size_similarity": 0.414,
+          "similarity": 0.337,
+          "content_similarity": 0.199,
+          "size_similarity": 0.518,
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+          "concentration_similarity": 0.974,
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@@ -2628,7 +2628,7 @@
         {
           "left_pr_number": 44615,
           "right_pr_number": 46995,
-          "similarity": 0.489,
+          "similarity": 0.488,
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           "breadth_similarity": 1.0,
@@ -2662,7 +2662,7 @@
         {
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-          "similarity": 0.433,
+          "similarity": 0.432,
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@@ -2721,7 +2721,7 @@
         47018
       ],
       "representative_pr_number": 45649,
-      "average_similarity": 0.451,
+      "average_similarity": 0.45,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -2734,8 +2734,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45649,
-          "similarity": 0.514,
-          "content_similarity": 0.524,
+          "similarity": 0.512,
+          "content_similarity": 0.521,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2751,7 +2751,7 @@
           "left_pr_number": 45649,
           "right_pr_number": 45655,
           "similarity": 0.508,
-          "content_similarity": 0.345,
+          "content_similarity": 0.344,
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           "breadth_similarity": 1.0,
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@@ -2766,8 +2766,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 47018,
-          "similarity": 0.488,
-          "content_similarity": 0.325,
+          "similarity": 0.485,
+          "content_similarity": 0.321,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2782,8 +2782,8 @@
         {
           "left_pr_number": 45649,
           "right_pr_number": 47018,
-          "similarity": 0.439,
-          "content_similarity": 0.384,
+          "similarity": 0.436,
+          "content_similarity": 0.38,
           "size_similarity": 0.135,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2814,8 +2814,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45655,
-          "similarity": 0.358,
-          "content_similarity": 0.292,
+          "similarity": 0.357,
+          "content_similarity": 0.291,
           "size_similarity": 0.191,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2952,144 +2952,6 @@
         }
       ]
     },
-    {
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-      "pr_numbers": [
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-        42655,
-        45979,
-        46735
-      ],
-      "representative_pr_number": 45979,
-      "average_similarity": 0.394,
-      "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`, `tests/generation/test_utils.py`, `src/transformers/generation/candidate_generator.py`; representative PR #45979.",
-      "shared_filenames": [
-        "src/transformers/generation/utils.py",
-        "tests/generation/test_utils.py",
-        "src/transformers/generation/candidate_generator.py"
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-        "src/transformers",
-        "src",
-        "tests/generation",
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-          "concentration_similarity": 0.96,
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-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "tests/generation",
-            "src",
-            "tests"
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-        },
-        {
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-          "content_similarity": 0.483,
-          "size_similarity": 0.231,
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-          "concentration_similarity": 0.568,
-          "shared_filenames": [
-            "src/transformers/generation/candidate_generator.py",
-            "src/transformers/generation/utils.py"
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-          "shared_directories": [
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-            "src/transformers",
-            "src"
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-        {
-          "left_pr_number": 42655,
-          "right_pr_number": 45979,
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-          "content_similarity": 0.32,
-          "size_similarity": 0.329,
-          "breadth_similarity": 0.792,
-          "concentration_similarity": 0.797,
-          "shared_filenames": [
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-            "tests/generation/test_utils.py"
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-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "tests/generation",
-            "src",
-            "tests"
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-        {
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-          "content_similarity": 0.324,
-          "size_similarity": 0.082,
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-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "tests/generation",
-            "src",
-            "tests"
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-        {
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-          "content_similarity": 0.161,
-          "size_similarity": 0.702,
-          "breadth_similarity": 0.633,
-          "concentration_similarity": 0.771,
-          "shared_filenames": [
-            "src/transformers/generation/utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
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-        },
-        {
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-          "size_similarity": 0.353,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.731,
-          "shared_filenames": [
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-          "shared_directories": [
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-            "src/transformers",
-            "src"
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     {
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         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": [
@@ -3112,8 +2974,8 @@
         {
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-          "similarity": 0.393,
-          "content_similarity": 0.133,
+          "similarity": 0.394,
+          "content_similarity": 0.134,
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           "breadth_similarity": 1.0,
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@@ -3143,8 +3005,8 @@
         {
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-          "similarity": 0.353,
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           "concentration_similarity": 1.0,
@@ -3159,7 +3021,7 @@
           "left_pr_number": 44407,
           "right_pr_number": 46007,
           "similarity": 0.344,
-          "content_similarity": 0.08,
+          "content_similarity": 0.081,
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@@ -3173,8 +3035,8 @@
         {
           "left_pr_number": 44550,
           "right_pr_number": 46007,
-          "similarity": 0.343,
-          "content_similarity": 0.087,
+          "similarity": 0.344,
+          "content_similarity": 0.088,
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@@ -3290,27 +3152,27 @@
         46780
       ],
       "representative_pr_number": 46780,
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-      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #46780.",
+      "average_similarity": 0.723,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py`; representative PR #46780.",
       "shared_filenames": [
         "src/transformers/models/vit_mae/modeling_vit_mae.py",
         "src/transformers/models/vit_mae/modular_vit_mae.py",
+        "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py",
         "src/transformers/models/aimv2/modeling_aimv2.py",
         "src/transformers/models/deimv2/modeling_deimv2.py",
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         "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py",
         "src/transformers/models/rt_detr/modeling_rt_detr.py",
-        "src/transformers/models/d_fine/modeling_d_fine.py"
+        "src/transformers/models/rt_detr_v2/modeling_rt_detr_v2.py"
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         "src/transformers/models/vit_mae",
         "src/transformers/models/deimv2",
-        "src/transformers/models/aimv2",
         "src/transformers/models/pp_doclayout_v2",
+        "src/transformers/models/aimv2",
         "src/transformers/models/pp_doclayout_v3",
-        "src/transformers/models/d_fine",
         "src/transformers/models/rt_detr",
-        "src/transformers/models/rt_detr_v2"
+        "src/transformers/models/rt_detr_v2",
+        "src/transformers/models/d_fine"
       ],
       "pairwise": [
         {
@@ -3348,8 +3210,8 @@
         {
           "left_pr_number": 45932,
           "right_pr_number": 46780,
-          "similarity": 0.606,
-          "content_similarity": 0.635,
+          "similarity": 0.61,
+          "content_similarity": 0.639,
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           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -3380,8 +3242,8 @@
         {
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-          "similarity": 0.591,
-          "content_similarity": 0.629,
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           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -3457,7 +3319,7 @@
           "left_pr_number": 42668,
           "right_pr_number": 45627,
           "similarity": 0.658,
-          "content_similarity": 0.801,
+          "content_similarity": 0.8,
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@@ -3496,67 +3358,75 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-41441-3",
+      "cluster_id": "pr-scope-44015-3",
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-        43469,
-        46364
+        44015,
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+        44676
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-      "average_similarity": 0.569,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
+      "representative_pr_number": 44059,
+      "average_similarity": 0.573,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
       "shared_filenames": [
-        "src/transformers/hf_argparser.py"
+        "src/transformers/models/gpt2/modeling_gpt2.py"
       ],
       "shared_directories": [
+        "src/transformers/models/gpt2",
+        "src/transformers/models",
         "src/transformers",
         "src"
       ],
       "pairwise": [
         {
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+          "size_similarity": 0.062,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/transformers/hf_argparser.py"
+            "src/transformers/models/gpt2/modeling_gpt2.py"
           ],
           "shared_directories": [
+            "src/transformers/models/gpt2",
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             "src"
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         {
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+          "right_pr_number": 44059,
+          "similarity": 0.616,
+          "content_similarity": 0.681,
+          "size_similarity": 0.543,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.488,
+          "shared_filenames": [
+            "src/transformers/models/gpt2/modeling_gpt2.py"
+          ],
           "shared_directories": [
+            "src/transformers/models/gpt2",
+            "src/transformers/models",
             "src/transformers",
             "src"
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         {
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-          "size_similarity": 0.35,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.75,
+          "left_pr_number": 44015,
+          "right_pr_number": 44676,
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+          "content_similarity": 0.509,
+          "size_similarity": 0.034,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.488,
           "shared_filenames": [
-            "src/transformers/hf_argparser.py"
+            "src/transformers/models/gpt2/modeling_gpt2.py"
           ],
           "shared_directories": [
+            "src/transformers/models/gpt2",
+            "src/transformers/models",
             "src/transformers",
             "src"
           ]
@@ -3564,75 +3434,67 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-44015-3",
+      "cluster_id": "pr-scope-41441-3",
       "pr_numbers": [
-        44015,
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-        44676
+        41441,
+        43469,
+        46364
       ],
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-      "average_similarity": 0.568,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
+      "representative_pr_number": 41441,
+      "average_similarity": 0.569,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
       "shared_filenames": [
-        "src/transformers/models/gpt2/modeling_gpt2.py"
+        "src/transformers/hf_argparser.py"
       ],
       "shared_directories": [
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-        "src/transformers/models",
         "src/transformers",
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-          "concentration_similarity": 1.0,
+          "left_pr_number": 41441,
+          "right_pr_number": 43469,
+          "similarity": 0.667,
+          "content_similarity": 0.753,
+          "size_similarity": 0.35,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.75,
           "shared_filenames": [
-            "src/transformers/models/gpt2/modeling_gpt2.py"
+            "src/transformers/hf_argparser.py"
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           "shared_directories": [
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-            "src/transformers/models",
             "src/transformers",
             "src"
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         },
         {
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+          "similarity": 0.654,
+          "content_similarity": 0.506,
+          "size_similarity": 1.0,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
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+            "src/transformers/hf_argparser.py"
           ],
           "shared_directories": [
-            "src/transformers/models/gpt2",
-            "src/transformers/models",
             "src/transformers",
             "src"
           ]
         },
         {
-          "left_pr_number": 44015,
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-          "content_similarity": 0.5,
-          "size_similarity": 0.034,
-          "breadth_similarity": 0.333,
-          "concentration_similarity": 0.488,
+          "left_pr_number": 43469,
+          "right_pr_number": 46364,
+          "similarity": 0.386,
+          "content_similarity": 0.352,
+          "size_similarity": 0.35,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.75,
           "shared_filenames": [
-            "src/transformers/models/gpt2/modeling_gpt2.py"
+            "src/transformers/hf_argparser.py"
           ],
           "shared_directories": [
-            "src/transformers/models/gpt2",
-            "src/transformers/models",
             "src/transformers",
             "src"
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@@ -3664,8 +3526,8 @@
         {
           "left_pr_number": 44007,
           "right_pr_number": 44019,
-          "similarity": 0.697,
-          "content_similarity": 0.708,
+          "similarity": 0.698,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.548,
@@ -3682,8 +3544,8 @@
         {
           "left_pr_number": 43997,
           "right_pr_number": 44007,
-          "similarity": 0.614,
-          "content_similarity": 0.645,
+          "similarity": 0.615,
+          "content_similarity": 0.646,
           "size_similarity": 0.679,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.548,
@@ -3700,8 +3562,8 @@
         {
           "left_pr_number": 43997,
           "right_pr_number": 44019,
-          "similarity": 0.275,
-          "content_similarity": 0.024,
+          "similarity": 0.274,
+          "content_similarity": 0.023,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3722,7 +3584,7 @@
         46196
       ],
       "representative_pr_number": 44114,
-      "average_similarity": 0.522,
+      "average_similarity": 0.523,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/sew_d/modeling_sew_d.py`, `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`; representative PR #44114.",
       "shared_filenames": [
         "src/transformers/models/sew_d/modeling_sew_d.py",
@@ -3781,8 +3643,8 @@
         {
           "left_pr_number": 44114,
           "right_pr_number": 45720,
-          "similarity": 0.506,
-          "content_similarity": 0.429,
+          "similarity": 0.508,
+          "content_similarity": 0.432,
           "size_similarity": 0.549,
           "breadth_similarity": 0.727,
           "concentration_similarity": 0.999,
@@ -3814,8 +3676,8 @@
         {
           "left_pr_number": 45720,
           "right_pr_number": 46196,
-          "similarity": 0.388,
-          "content_similarity": 0.318,
+          "similarity": 0.389,
+          "content_similarity": 0.32,
           "size_similarity": 0.237,
           "breadth_similarity": 0.798,
           "concentration_similarity": 0.993,
@@ -3890,7 +3752,7 @@
           "left_pr_number": 46257,
           "right_pr_number": 46965,
           "similarity": 0.45,
-          "content_similarity": 0.357,
+          "content_similarity": 0.356,
           "size_similarity": 0.5,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -3908,7 +3770,7 @@
           "left_pr_number": 46127,
           "right_pr_number": 46257,
           "similarity": 0.433,
-          "content_similarity": 0.429,
+          "content_similarity": 0.428,
           "size_similarity": 0.053,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -3932,7 +3794,7 @@
         44682
       ],
       "representative_pr_number": 43656,
-      "average_similarity": 0.475,
+      "average_similarity": 0.476,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
@@ -3946,8 +3808,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 43842,
-          "similarity": 0.579,
-          "content_similarity": 0.566,
+          "similarity": 0.58,
+          "content_similarity": 0.567,
           "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3963,8 +3825,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 44682,
-          "similarity": 0.44,
-          "content_similarity": 0.49,
+          "similarity": 0.441,
+          "content_similarity": 0.491,
           "size_similarity": 0.048,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -3980,8 +3842,8 @@
         {
           "left_pr_number": 43842,
           "right_pr_number": 44682,
-          "similarity": 0.406,
-          "content_similarity": 0.449,
+          "similarity": 0.407,
+          "content_similarity": 0.451,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -4101,7 +3963,7 @@
           "left_pr_number": 46643,
           "right_pr_number": 46994,
           "similarity": 0.458,
-          "content_similarity": 0.323,
+          "content_similarity": 0.322,
           "size_similarity": 0.667,
           "breadth_similarity": 0.833,
           "concentration_similarity": 0.976,
@@ -4120,8 +3982,8 @@
         {
           "left_pr_number": 42112,
           "right_pr_number": 46643,
-          "similarity": 0.419,
-          "content_similarity": 0.458,
+          "similarity": 0.42,
+          "content_similarity": 0.459,
           "size_similarity": 0.029,
           "breadth_similarity": 0.521,
           "concentration_similarity": 0.841,
@@ -4142,7 +4004,7 @@
           "left_pr_number": 42112,
           "right_pr_number": 46994,
           "similarity": 0.405,
-          "content_similarity": 0.45,
+          "content_similarity": 0.451,
           "size_similarity": 0.019,
           "breadth_similarity": 0.458,
           "concentration_similarity": 0.817,
@@ -4160,6 +4022,89 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45979-3",
+      "pr_numbers": [
+        45979,
+        46735,
+        47038
+      ],
+      "representative_pr_number": 46735,
+      "average_similarity": 0.425,
+      "summary": "3 open PRs share weighted file overlap around `tests/generation/test_configuration_utils.py`, `src/transformers/generation/configuration_utils.py`, `tests/generation/test_utils.py`; representative PR #46735.",
+      "shared_filenames": [
+        "tests/generation/test_configuration_utils.py",
+        "src/transformers/generation/configuration_utils.py",
+        "tests/generation/test_utils.py",
+        "src/transformers/generation/utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/generation",
+        "tests/generation",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45979,
+          "right_pr_number": 46735,
+          "similarity": 0.584,
+          "content_similarity": 0.637,
+          "size_similarity": 0.248,
+          "breadth_similarity": 0.533,
+          "concentration_similarity": 0.96,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py",
+            "tests/generation/test_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "tests/generation",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 46735,
+          "right_pr_number": 47038,
+          "similarity": 0.352,
+          "content_similarity": 0.117,
+          "size_similarity": 0.8,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "tests/generation",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 45979,
+          "right_pr_number": 47038,
+          "similarity": 0.341,
+          "content_similarity": 0.299,
+          "size_similarity": 0.198,
+          "breadth_similarity": 0.533,
+          "concentration_similarity": 0.96,
+          "shared_filenames": [
+            "src/transformers/generation/configuration_utils.py",
+            "tests/generation/test_configuration_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "tests/generation",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45709-3",
       "pr_numbers": [
@@ -4353,8 +4298,8 @@
         {
           "left_pr_number": 46124,
           "right_pr_number": 46993,
-          "similarity": 0.507,
-          "content_similarity": 0.349,
+          "similarity": 0.506,
+          "content_similarity": 0.348,
           "size_similarity": 0.786,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.886,
@@ -4545,7 +4490,7 @@
         46503
       ],
       "representative_pr_number": 46503,
-      "average_similarity": 0.345,
+      "average_similarity": 0.344,
       "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46503.",
       "shared_filenames": [],
       "shared_directories": [
@@ -4556,8 +4501,8 @@
         {
           "left_pr_number": 46501,
           "right_pr_number": 46503,
-          "similarity": 0.363,
-          "content_similarity": 0.09,
+          "similarity": 0.362,
+          "content_similarity": 0.088,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4570,8 +4515,8 @@
         {
           "left_pr_number": 46138,
           "right_pr_number": 46503,
-          "similarity": 0.344,
-          "content_similarity": 0.116,
+          "similarity": 0.342,
+          "content_similarity": 0.114,
           "size_similarity": 0.75,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4584,8 +4529,8 @@
         {
           "left_pr_number": 46138,
           "right_pr_number": 46501,
-          "similarity": 0.328,
-          "content_similarity": 0.094,
+          "similarity": 0.327,
+          "content_similarity": 0.092,
           "size_similarity": 0.75,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4685,6 +4630,51 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46845-2",
+      "pr_numbers": [
+        46845,
+        47040
+      ],
+      "representative_pr_number": 46845,
+      "average_similarity": 0.953,
+      "summary": "2 open PRs share weighted file overlap around `.github/workflows/pr-ci-caller.yml`, `utils/tests_fetcher.py`, `src/transformers/modeling_utils.py`; representative PR #46845.",
+      "shared_filenames": [
+        ".github/workflows/pr-ci-caller.yml",
+        "utils/tests_fetcher.py",
+        "src/transformers/modeling_utils.py"
+      ],
+      "shared_directories": [
+        ".github/workflows",
+        "src/transformers",
+        ".github",
+        "utils",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46845,
+          "right_pr_number": 47040,
+          "similarity": 0.953,
+          "content_similarity": 0.975,
+          "size_similarity": 0.833,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.9,
+          "shared_filenames": [
+            ".github/workflows/pr-ci-caller.yml",
+            "src/transformers/modeling_utils.py",
+            "utils/tests_fetcher.py"
+          ],
+          "shared_directories": [
+            ".github/workflows",
+            "src/transformers",
+            ".github",
+            "src",
+            "utils"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-46886-2",
       "pr_numbers": [
@@ -4737,8 +4727,8 @@
         "src/transformers/models/granite_speech_plus/modeling_granite_speech_plus.py",
         "src/transformers/models/plbart/modeling_plbart.py",
         "src/transformers/models/edgetam_video/modeling_edgetam_video.py",
-        "src/transformers/models/sam2/modeling_sam2.py",
         "src/transformers/models/falcon_mamba/modeling_falcon_mamba.py",
+        "src/transformers/models/sam2/modeling_sam2.py",
         "src/transformers/models/gemma4_unified/modeling_gemma4_unified.py",
         "src/transformers/models/kyutai_speech_to_text/modeling_kyutai_speech_to_text.py",
         "src/transformers/models/nemotron_h/modeling_nemotron_h.py"
@@ -4748,10 +4738,10 @@
         "src/transformers/models/plbart",
         "src/transformers/models/edgetam_video",
         "src/transformers/models/sam2",
+        "src/transformers/models/falcon_mamba",
         "src/transformers/models/kyutai_speech_to_text",
         "src/transformers/models/nemotron_h",
-        "src/transformers/models/diffusion_gemma",
-        "src/transformers/models/falcon_mamba"
+        "src/transformers/models/diffusion_gemma"
       ],
       "pairwise": [
         {
@@ -5021,7 +5011,7 @@
         46971
       ],
       "representative_pr_number": 46950,
-      "average_similarity": 0.797,
+      "average_similarity": 0.795,
       "summary": "2 open PRs share weighted file overlap around `tests/models/mamba2/test_modeling_mamba2.py`; representative PR #46950.",
       "shared_filenames": [
         "tests/models/mamba2/test_modeling_mamba2.py"
@@ -5035,8 +5025,8 @@
         {
           "left_pr_number": 46950,
           "right_pr_number": 46971,
-          "similarity": 0.797,
-          "content_similarity": 0.851,
+          "similarity": 0.795,
+          "content_similarity": 0.848,
           "size_similarity": 0.75,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.778,
@@ -5390,7 +5380,7 @@
           "left_pr_number": 43779,
           "right_pr_number": 43816,
           "similarity": 0.66,
-          "content_similarity": 0.675,
+          "content_similarity": 0.674,
           "size_similarity": 0.25,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -5412,7 +5402,7 @@
         47014
       ],
       "representative_pr_number": 46946,
-      "average_similarity": 0.644,
+      "average_similarity": 0.646,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/pop2piano/modeling_pop2piano.py`, `src/transformers/models/mt5/modeling_mt5.py`, `src/transformers/models/t5/modeling_t5.py`; representative PR #46946.",
       "shared_filenames": [
         "src/transformers/models/pop2piano/modeling_pop2piano.py",
@@ -5436,8 +5426,8 @@
         {
           "left_pr_number": 46946,
           "right_pr_number": 47014,
-          "similarity": 0.644,
-          "content_similarity": 0.689,
+          "similarity": 0.646,
+          "content_similarity": 0.693,
           "size_similarity": 0.254,
           "breadth_similarity": 0.739,
           "concentration_similarity": 0.992,
@@ -5611,7 +5601,7 @@
         46324
       ],
       "representative_pr_number": 44228,
-      "average_similarity": 0.563,
+      "average_similarity": 0.562,
       "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",
@@ -5626,8 +5616,8 @@
         {
           "left_pr_number": 44228,
           "right_pr_number": 46324,
-          "similarity": 0.563,
-          "content_similarity": 0.599,
+          "similarity": 0.562,
+          "content_similarity": 0.598,
           "size_similarity": 0.259,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.926,
@@ -5650,7 +5640,7 @@
         44116
       ],
       "representative_pr_number": 44101,
-      "average_similarity": 0.555,
+      "average_similarity": 0.554,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.",
       "shared_filenames": [
         "src/transformers/models/flaubert/modeling_flaubert.py"
@@ -5665,8 +5655,8 @@
         {
           "left_pr_number": 44101,
           "right_pr_number": 44116,
-          "similarity": 0.555,
-          "content_similarity": 0.616,
+          "similarity": 0.554,
+          "content_similarity": 0.615,
           "size_similarity": 0.319,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.507,
@@ -5863,7 +5853,7 @@
         43649
       ],
       "representative_pr_number": 43532,
-      "average_similarity": 0.495,
+      "average_similarity": 0.494,
       "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
       "shared_filenames": [
         "utils/notification_service.py",
@@ -5883,8 +5873,8 @@
         {
           "left_pr_number": 43532,
           "right_pr_number": 43649,
-          "similarity": 0.495,
-          "content_similarity": 0.433,
+          "similarity": 0.494,
+          "content_similarity": 0.432,
           "size_similarity": 0.395,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.893,
@@ -6104,11 +6094,11 @@
         "src/transformers/models/minicpmv4_6",
         "src/transformers/models/qianfan_ocr",
         "src/transformers/models/florence2",
+        "src/transformers/models/kosmos2",
         "src/transformers/models/video_llava",
+        "src/transformers/models/colqwen2",
         "src/transformers/models/granite4_vision",
-        "src/transformers/models/kosmos2",
-        "src/transformers/models/lighton_ocr",
-        "src/transformers/models/llava_next"
+        "src/transformers/models/lighton_ocr"
       ],
       "pairwise": [
         {
@@ -6185,6 +6175,49 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44680-2",
+      "pr_numbers": [
+        44680,
+        45666
+      ],
+      "representative_pr_number": 44680,
+      "average_similarity": 0.46,
+      "summary": "2 open PRs share weighted file overlap around `tests/kernels/test_kernels.py`, `src/transformers/integrations/hub_kernels.py`; representative PR #44680.",
+      "shared_filenames": [
+        "tests/kernels/test_kernels.py",
+        "src/transformers/integrations/hub_kernels.py"
+      ],
+      "shared_directories": [
+        "src/transformers/integrations",
+        "tests/kernels",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 44680,
+          "right_pr_number": 45666,
+          "similarity": 0.46,
+          "content_similarity": 0.544,
+          "size_similarity": 0.042,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.632,
+          "shared_filenames": [
+            "src/transformers/integrations/hub_kernels.py",
+            "tests/kernels/test_kernels.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "tests/kernels",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-46113-2",
       "pr_numbers": [
@@ -6223,44 +6256,40 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-44680-2",
+      "cluster_id": "pr-scope-32189-2",
       "pr_numbers": [
-        44680,
-        45666
+        32189,
+        42655
       ],
-      "representative_pr_number": 44680,
-      "average_similarity": 0.449,
-      "summary": "2 open PRs share weighted file overlap around `tests/kernels/test_kernels.py`, `src/transformers/integrations/hub_kernels.py`; representative PR #44680.",
+      "representative_pr_number": 32189,
+      "average_similarity": 0.451,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`; representative PR #32189.",
       "shared_filenames": [
-        "tests/kernels/test_kernels.py",
-        "src/transformers/integrations/hub_kernels.py"
+        "src/transformers/generation/candidate_generator.py",
+        "src/transformers/generation/utils.py"
       ],
       "shared_directories": [
-        "src/transformers/integrations",
-        "tests/kernels",
+        "src/transformers/generation",
         "src/transformers",
-        "tests",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 44680,
-          "right_pr_number": 45666,
-          "similarity": 0.449,
-          "content_similarity": 0.527,
-          "size_similarity": 0.042,
-          "breadth_similarity": 0.417,
-          "concentration_similarity": 0.632,
+          "left_pr_number": 32189,
+          "right_pr_number": 42655,
+          "similarity": 0.451,
+          "content_similarity": 0.483,
+          "size_similarity": 0.231,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.568,
           "shared_filenames": [
-            "src/transformers/integrations/hub_kernels.py",
-            "tests/kernels/test_kernels.py"
+            "src/transformers/generation/candidate_generator.py",
+            "src/transformers/generation/utils.py"
           ],
           "shared_directories": [
-            "src/transformers/integrations",
+            "src/transformers/generation",
             "src/transformers",
-            "tests/kernels",
-            "src",
-            "tests"
+            "src"
           ]
         }
       ]
@@ -6272,7 +6301,7 @@
         46795
       ],
       "representative_pr_number": 45570,
-      "average_similarity": 0.448,
+      "average_similarity": 0.447,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/whisper/generation_whisper.py`; representative PR #45570.",
       "shared_filenames": [
         "src/transformers/models/whisper/generation_whisper.py"
@@ -6287,7 +6316,7 @@
         {
           "left_pr_number": 45570,
           "right_pr_number": 46795,
-          "similarity": 0.448,
+          "similarity": 0.447,
           "content_similarity": 0.345,
           "size_similarity": 0.375,
           "breadth_similarity": 1.0,
@@ -6311,7 +6340,7 @@
         46990
       ],
       "representative_pr_number": 46224,
-      "average_similarity": 0.435,
+      "average_similarity": 0.436,
       "summary": "2 open PRs share weighted file overlap around `tests/test_fsdp_mixin.py`; representative PR #46224.",
       "shared_filenames": [
         "tests/test_fsdp_mixin.py"
@@ -6323,7 +6352,7 @@
         {
           "left_pr_number": 46224,
           "right_pr_number": 46990,
-          "similarity": 0.435,
+          "similarity": 0.436,
           "content_similarity": 0.553,
           "size_similarity": 0.122,
           "breadth_similarity": 0.047,
@@ -6478,8 +6507,8 @@
       ],
       "shared_directories": [
         "src/transformers/models/rembert",
-        "src/transformers/models/camembert",
         "src/transformers/models/albert",
+        "src/transformers/models/camembert",
         "src/transformers/models",
         "tools/tokenizer_compare",
         "tests/models",
@@ -6523,17 +6552,17 @@
         45783
       ],
       "representative_pr_number": 43446,
-      "average_similarity": 0.403,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`, `src/transformers/models/fast_vlm/modular_fast_vlm.py`; representative PR #43446.",
+      "average_similarity": 0.402,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`; representative PR #43446.",
       "shared_filenames": [
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+      "average_similarity": 0.4,
+      "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.",
+      "shared_filenames": [
+        "docs/source/en/tasks/zero_shot_object_detection.md"
+      ],
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+        "docs/source/en/tasks",
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       "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #45851.",
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