Refresh transformers dataset snapshot 20260721T060018Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260721T060018Z`
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+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "maslinedwin",
       "name": "Maslin Edwin",
@@ -13021,7 +13099,7 @@
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
+      "known_via_prior_merged_pr": true,
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
@@ -17707,8 +17785,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2529,
       "young_account": false,
       "follow_through_score": "strong",
@@ -19880,63 +19958,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "lxcxjxhx",
-      "name": "Hyacinth-of-Security",
-      "profile_url": "https://github.com/lxcxjxhx",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alxcxjxhx",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alxcxjxhx",
-      "repo_first_seen_at": "2026-07-06T13:25:55Z",
-      "repo_last_seen_at": "2026-07-13T02:59:52Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 3,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 2,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "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": 1034,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "very high",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "high recent PR volume; very broad repo spread; high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 28,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 7,
-        "open_pr_count": 20,
-        "merged_pr_rate": 0.0357,
-        "closed_unmerged_pr_rate": 0.25,
-        "still_open_pr_rate": 0.7143,
-        "distinct_repos_with_authored_prs": 25,
-        "distinct_repos_with_open_prs": 19
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 47109,
-            "title": "Fix undefined variable references in torchao quantization docs",
-            "url": "https://github.com/huggingface/transformers/pull/47109",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-07-06T13:25:55Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "malakazlan",
       "name": "azlan malik ",
@@ -22011,14 +22032,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASanjays2402",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASanjays2402",
       "repo_first_seen_at": "2026-05-23T19:26:01Z",
-      "repo_last_seen_at": "2026-07-19T07:24:15Z",
+      "repo_last_seen_at": "2026-07-21T04:26:36Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 4,
+      "repo_artifact_count": 6,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
       "snapshot_comment_count": 1,
-      "snapshot_review_count": 1,
-      "snapshot_review_comment_count": 1,
+      "snapshot_review_count": 2,
+      "snapshot_review_comment_count": 2,
       "repo_association": "NONE",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -22524,14 +22545,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AShareLer",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AShareLer",
       "repo_first_seen_at": "2026-07-08T10:26:48Z",
-      "repo_last_seen_at": "2026-07-18T01:39:13Z",
+      "repo_last_seen_at": "2026-07-21T02:30:34Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 25,
+      "repo_artifact_count": 27,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
       "snapshot_comment_count": 4,
-      "snapshot_review_count": 10,
-      "snapshot_review_comment_count": 10,
+      "snapshot_review_count": 11,
+      "snapshot_review_comment_count": 11,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -23107,8 +23128,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2216,
       "young_account": false,
       "follow_through_score": "weak",
@@ -24133,7 +24154,7 @@
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
+      "known_via_prior_merged_pr": true,
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
@@ -24302,12 +24323,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 1226,
       "young_account": false,
       "follow_through_score": "weak",
@@ -24416,12 +24437,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2454,
       "young_account": false,
       "follow_through_score": "weak",
@@ -24473,12 +24494,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 48,
       "young_account": true,
       "follow_through_score": "mixed",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260721T000056Z`
-- Generated: `2026-07-21T00:04:22Z`
+- Snapshot: `20260721T060018Z`
+- Generated: `2026-07-21T06:01:54Z`
 - Activity window: `60d`
 - Contributors: `359`
 
@@ -9,8 +9,8 @@
 
 | 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` | 142 | 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` | 121 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2022-08-08T13:56:20Z` | 142 | 1 | 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` | 122 | 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` | 116 | 7 | 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` | 111 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-07-19T13:27:51Z` | 102 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -27,7 +27,7 @@
 | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 36 | 4 | strong | low | low | — |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 35 | 5 | strong | moderate | low | high recent PR volume |
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 34 | 0 | strong | low | low | targets high-star repos |
-| `sergereview[bot]` | [profile](https://github.com/sergereview[bot]) | no | CONTRIBUTOR | ?d | `2026-05-13T06:40:41Z` | 31 | 0 | n/a | n/a | n/a | summary unavailable |
+| `sergereview[bot]` | [profile](https://github.com/sergereview[bot]) | no | CONTRIBUTOR | ?d | `2026-05-13T06:40:41Z` | 34 | 0 | n/a | n/a | n/a | summary unavailable |
 | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3752d | `2025-08-10T08:43:09Z` | 30 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 29 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
 | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 28 | 15 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
@@ -125,6 +125,7 @@
 | `kkwjk2718` | [profile](https://github.com/kkwjk2718) | no | CONTRIBUTOR | 889d | `2026-07-08T05:08:24Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Kropiunig` | [profile](https://github.com/Kropiunig) | no | CONTRIBUTOR | 2665d | `2026-06-27T21:52:44Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `lcheng321` | [profile](https://github.com/lcheng321) | no | CONTRIBUTOR | 2614d | `2026-06-20T07:49:11Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `lxcxjxhx` | [profile](https://github.com/lxcxjxhx) | no | FIRST_TIME_CONTRIBUTOR | 1034d | `2026-07-06T13:25:55Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `maslinedwin` | [profile](https://github.com/maslinedwin) | no | FIRST_TIME_CONTRIBUTOR | 886d | `2026-07-09T20:23:33Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
 | `meatybobby` | [profile](https://github.com/meatybobby) | no | CONTRIBUTOR | 4220d | `2026-06-04T18:30:50Z` | 2 | 0 | weak | low | low | high open PR share |
 | `mishig25` | [profile](https://github.com/mishig25) | no | MEMBER | 4108d | `2026-07-06T07:52:12Z` | 2 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
@@ -287,7 +288,6 @@
 | `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 |
 | `lovelaceyrae11` | [profile](https://github.com/lovelaceyrae11) | no | FIRST_TIMER | 338d | `2026-07-10T09:06:47Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `ltd0924` | [profile](https://github.com/ltd0924) | no | FIRST_TIME_CONTRIBUTOR | 3177d | `2026-06-11T11:21:38Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
-| `lxcxjxhx` | [profile](https://github.com/lxcxjxhx) | no | NONE | 1034d | `2026-07-06T13:25:55Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `malakazlan` | [profile](https://github.com/malakazlan) | no | FIRST_TIME_CONTRIBUTOR | 1214d | `2026-07-03T21:37:35Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `manavmax` | [profile](https://github.com/manavmax) | no | NONE | 1226d | `2026-06-03T07:57:11Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `mbknust` | [profile](https://github.com/mbknust) | no | NONE | 2645d | `2026-06-09T15:50:35Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
@@ -364,10 +364,10 @@
 | `yashasvi-srivastava21` | [profile](https://github.com/yashasvi-srivastava21) | no | CONTRIBUTOR | 310d | `2026-07-19T17:14:33Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `YuChangHui` | [profile](https://github.com/YuChangHui) | no | FIRST_TIME_CONTRIBUTOR | 2154d | `2026-07-06T02:04:32Z` | 1 | 0 | strong | low | low | — |
 | `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
-| `yuvrajnode` | [profile](https://github.com/yuvrajnode) | yes | NONE | 1226d | `2026-07-20T18:39:45Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `yuvrajnode` | [profile](https://github.com/yuvrajnode) | no | NONE | 1226d | `2026-07-20T18:39:45Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `yyouretoast` | [profile](https://github.com/yyouretoast) | no | CONTRIBUTOR | 1077d | `2026-06-19T14:58:48Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
-| `zjin-lcf` | [profile](https://github.com/zjin-lcf) | yes | FIRST_TIME_CONTRIBUTOR | 2454d | `2026-07-20T22:19:14Z` | 1 | 0 | weak | low | low | high open PR share |
-| `zsxh1990` | [profile](https://github.com/zsxh1990) | yes | FIRST_TIME_CONTRIBUTOR | 48d | `2026-07-20T17:07:52Z` | 1 | 0 | mixed | very high | medium | very new account; extremely high recent PR volume; very broad repo spread |
+| `zjin-lcf` | [profile](https://github.com/zjin-lcf) | no | FIRST_TIME_CONTRIBUTOR | 2454d | `2026-07-20T22:19:14Z` | 1 | 0 | weak | low | low | high open PR share |
+| `zsxh1990` | [profile](https://github.com/zsxh1990) | no | FIRST_TIME_CONTRIBUTOR | 48d | `2026-07-20T17:07:52Z` | 1 | 0 | mixed | very high | medium | very new account; extremely high recent PR volume; very broad repo spread |
 
 ## Contributors
 
@@ -376,12 +376,12 @@
 - profile: [github.com/ydshieh](https://github.com/ydshieh)
 - 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 first seen: `2022-08-08T13:56:20Z`
 - repo last seen: `2026-07-20T09:37:40Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **142**
-- snapshot authored PRs/issues: **142 PRs / 0 issues**
+- repo primary artifacts: **143**
+- snapshot authored PRs/issues: **142 PRs / 1 issues**
 - snapshot discussion activity: **148 comments / 281 reviews / 187 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%**)
@@ -393,6 +393,7 @@ Example artifacts:
 - [PR #47251: Fix flash-attn Docker build broken by setuptools 83 removing pkg_resources](https://github.com/huggingface/transformers/pull/47251) — closed, merged
 - [PR #47249: Revert "Trigger a scheduled run"](https://github.com/huggingface/transformers/pull/47249) — closed, merged
 - [PR #47248: Fix InputTokensDetails missing cache_write_tokens for openai>=2.34.0](https://github.com/huggingface/transformers/pull/47248) — closed, merged
+- [Issue #18525: [Summary] Regarding memory issue in tests](https://github.com/huggingface/transformers/issues/18525) — closed
 
 ### `Cyrilvallez`
 
@@ -400,11 +401,11 @@ Example artifacts:
 - 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: `2026-07-16T09:38:31Z`
+- repo last seen: `2026-07-21T05:17:49Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **121**
-- snapshot authored PRs/issues: **121 PRs / 0 issues**
+- repo primary artifacts: **122**
+- snapshot authored PRs/issues: **122 PRs / 0 issues**
 - snapshot discussion activity: **286 comments / 407 reviews / 658 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%**)
@@ -413,9 +414,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #47447: [cache] Allow sliding window layers to be roll-backed for speculative decoding](https://github.com/huggingface/transformers/pull/47447) — open
 - [PR #47361: Fix assisted decoding for models with EncoderDecoder cache & OlmoHybrid](https://github.com/huggingface/transformers/pull/47361) — closed, merged
 - [PR #47359: Fix sdpa prefill with position_bias](https://github.com/huggingface/transformers/pull/47359) — closed, merged
-- [PR #47348: Small improvement](https://github.com/huggingface/transformers/pull/47348) — closed, merged
 
 ### `tarekziade`
 
@@ -449,12 +450,12 @@ 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: `2026-07-20T08:57:06Z`
+- repo last seen: `2026-07-21T02:10:04Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **115**
 - snapshot authored PRs/issues: **111 PRs / 4 issues**
-- snapshot discussion activity: **96 comments / 116 reviews / 115 review comments**
+- snapshot discussion activity: **97 comments / 116 reviews / 115 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
@@ -554,7 +555,7 @@ Example artifacts:
 - repo association: **MEMBER**
 - repo primary artifacts: **63**
 - snapshot authored PRs/issues: **61 PRs / 2 issues**
-- snapshot discussion activity: **827 comments / 1572 reviews / 6280 review comments**
+- snapshot discussion activity: **827 comments / 1573 reviews / 6302 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
@@ -646,12 +647,12 @@ 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: `2025-10-14T03:02:06Z`
-- repo last seen: `2026-07-20T08:30:31Z`
+- repo last seen: `2026-07-21T05:17:33Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **45**
 - snapshot authored PRs/issues: **44 PRs / 1 issues**
-- snapshot discussion activity: **28 comments / 29 reviews / 29 review comments**
+- snapshot discussion activity: **29 comments / 29 reviews / 29 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
@@ -670,12 +671,12 @@ 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: `2026-07-16T05:58:34Z`
+- repo last seen: `2026-07-21T01:06:17Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **39**
 - snapshot authored PRs/issues: **38 PRs / 1 issues**
-- snapshot discussion activity: **39 comments / 125 reviews / 126 review comments**
+- snapshot discussion activity: **39 comments / 127 reviews / 128 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`
@@ -683,7 +684,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #47357: Add FSDP CI and end-to-end FSDP tests + save/load fsdp](https://github.com/huggingface/transformers/pull/47357) — open, draft
+- [PR #47357: Add FSDP CI and end-to-end FSDP tests + save fsdp](https://github.com/huggingface/transformers/pull/47357) — open
 - [PR #47354: Add FSDP CI and end-to-end FSDP tests + save/load fsdp](https://github.com/huggingface/transformers/pull/47354) — closed, draft
 - [PR #47353: Wire DistributedConfig through from_pretrained and save_pretrained (FSDP orchestration 2/3)](https://github.com/huggingface/transformers/pull/47353) — closed, draft
 - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
@@ -769,12 +770,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
 - repo first seen: `2024-03-21T04:37:45Z`
-- repo last seen: `2026-07-20T07:04:06Z`
+- repo last seen: `2026-07-21T03:03:50Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **40**
 - snapshot authored PRs/issues: **35 PRs / 5 issues**
-- snapshot discussion activity: **65 comments / 65 reviews / 65 review comments**
+- snapshot discussion activity: **66 comments / 69 reviews / 69 review comments**
 - account age: **1396 days**
 - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: none visible
@@ -818,11 +819,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asergereview%5Bbot%5D)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asergereview%5Bbot%5D)
 - repo first seen: `2026-05-13T06:40:41Z`
-- repo last seen: `2026-07-17T02:31:00Z`
+- repo last seen: `2026-07-21T01:08:43Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **31**
-- snapshot authored PRs/issues: **31 PRs / 0 issues**
+- repo primary artifacts: **34**
+- snapshot authored PRs/issues: **34 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 5 reviews / 10 review comments**
 - account age: **? days**
 - recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
@@ -832,9 +833,9 @@ Example artifacts:
 - enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'sergereview[bot]'."}]`
 
 Example artifacts:
-- [PR #47380: [serge] Fix 8 integration tests for model `mamba2` failing with `OOM` (other (8))](https://github.com/huggingface/transformers/pull/47380) — open
-- [PR #47310: [serge] Fix 10 integration tests for model `gemma3` failing with `output_mismatch` (list output differs (8), other (2))](https://github.com/huggingface/transformers/pull/47310) — open
-- [PR #47282: [serge] Fix 8 integration tests for model `mamba2` failing with `OOM` (other (8))](https://github.com/huggingface/transformers/pull/47282) — open
+- [PR #47445: [serge] Fix 8 integration tests for model `peft_integration` failing with `other` (other (8))](https://github.com/huggingface/transformers/pull/47445) — open
+- [PR #47444: [serge] Fix 8 integration tests for model `mpt` failing with `load_error` (other (8))](https://github.com/huggingface/transformers/pull/47444) — open
+- [PR #47443: [serge] Fix 8 integration tests for model `deepseek_v32` failing with `other` (other (8))](https://github.com/huggingface/transformers/pull/47443) — open
 
 ### `cyyever`
 
@@ -890,12 +891,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
 - repo first seen: `2024-12-13T13:39:10Z`
-- repo last seen: `2026-07-20T20:30:49Z`
+- repo last seen: `2026-07-21T02:43:35Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **43**
 - snapshot authored PRs/issues: **28 PRs / 15 issues**
-- snapshot discussion activity: **101 comments / 57 reviews / 56 review comments**
+- snapshot discussion activity: **104 comments / 57 reviews / 56 review comments**
 - account age: **2692 days**
 - recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
 - public orgs: `huggingface`
@@ -2320,12 +2321,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akmswin1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akmswin1)
 - repo first seen: `2026-03-09T09:03:10Z`
-- repo last seen: `2026-07-09T08:39:59Z`
+- repo last seen: `2026-07-21T05:32:03Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 14 reviews / 15 review comments**
+- snapshot discussion activity: **4 comments / 14 reviews / 15 review comments**
 - account age: **3449 days**
 - recent public PR activity: **5 PRs** (3 merged / 1 closed-unmerged / 1 open; merged rate **60%**, closed-unmerged rate **20%**, open rate **20%**)
 - public orgs: none visible
@@ -3088,6 +3089,28 @@ Example artifacts:
 - [PR #47083: Fix CANINE fp16 dtype mismatch in attention mask causing ONNX export failure](https://github.com/huggingface/transformers/pull/47083) — closed, merged
 - [PR #47026: Fix xLSTM train mode crash when return_last_states=False](https://github.com/huggingface/transformers/pull/47026) — closed
 
+### `lxcxjxhx`
+
+- profile: [github.com/lxcxjxhx](https://github.com/lxcxjxhx)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alxcxjxhx)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alxcxjxhx)
+- repo first seen: `2026-07-06T13:25:55Z`
+- repo last seen: `2026-07-21T04:32:47Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- account age: **1034 days**
+- recent public PR activity: **28 PRs** (1 merged / 7 closed-unmerged / 20 open; merged rate **4%**, closed-unmerged rate **25%**, open rate **71%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #47446: fix: correct typos in comments](https://github.com/huggingface/transformers/pull/47446) — open
+- [PR #47109: Fix undefined variable references in torchao quantization docs](https://github.com/huggingface/transformers/pull/47109) — closed
+
 ### `maslinedwin`
 
 - profile: [github.com/maslinedwin](https://github.com/maslinedwin)
@@ -6594,27 +6617,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46562: [Model] add Step 3.7 Flash](https://github.com/huggingface/transformers/pull/46562) — open
 
-### `lxcxjxhx`
-
-- profile: [github.com/lxcxjxhx](https://github.com/lxcxjxhx)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alxcxjxhx)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alxcxjxhx)
-- repo first seen: `2026-07-06T13:25:55Z`
-- repo last seen: `2026-07-13T02:59:52Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1034 days**
-- recent public PR activity: **28 PRs** (1 merged / 7 closed-unmerged / 20 open; merged rate **4%**, closed-unmerged rate **25%**, open rate **71%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #47109: Fix undefined variable references in torchao quantization docs](https://github.com/huggingface/transformers/pull/47109) — closed
-
 ### `malakazlan`
 
 - profile: [github.com/malakazlan](https://github.com/malakazlan)
@@ -7377,12 +7379,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASanjays2402)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASanjays2402)
 - repo first seen: `2026-05-23T19:26:01Z`
-- repo last seen: `2026-07-19T07:24:15Z`
+- repo last seen: `2026-07-21T04:26:36Z`
 - 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 / 1 reviews / 1 review comments**
+- snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
 - account age: **2554 days**
 - recent public PR activity: **204 PRs** (46 merged / 92 closed-unmerged / 66 open; merged rate **23%**, closed-unmerged rate **45%**, open rate **32%**)
 - public orgs: none visible
@@ -7566,12 +7568,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AShareLer)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AShareLer)
 - repo first seen: `2026-07-08T10:26:48Z`
-- repo last seen: `2026-07-18T01:39:13Z`
+- repo last seen: `2026-07-21T02:30:34Z`
 - 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 / 10 reviews / 10 review comments**
+- snapshot discussion activity: **4 comments / 11 reviews / 11 review comments**
 - account age: **2684 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
@@ -8218,7 +8220,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayuvrajnode)
 - repo first seen: `2026-07-20T18:39:45Z`
 - repo last seen: `2026-07-20T18:39:45Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -8260,7 +8262,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azjin-lcf)
 - repo first seen: `2026-07-20T22:19:14Z`
 - repo last seen: `2026-07-20T22:19:14Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -8281,7 +8283,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azsxh1990)
 - repo first seen: `2026-07-20T17:07:52Z`
 - repo last seen: `2026-07-20T17:23:59Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

new_contributors.parquet

@@ -1,3 +1,3 @@
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-size 65107
+oid sha256:4474954c093a4f202724a531b33352a5557fba00b75c501d10fbc0e9fa194157
+size 64965

pr-scope-clusters.json

@@ -1,8 +1,8 @@
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         47216
       ],
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@@ -2258,8 +2258,8 @@
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+          "similarity": 0.387,
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           "breadth_similarity": 0.3,
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@@ -2355,8 +2355,8 @@
         {
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@@ -2446,7 +2446,7 @@
         47257
       ],
       "representative_pr_number": 45635,
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+      "average_similarity": 0.506,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #45635.",
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@@ -2483,8 +2483,8 @@
         {
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@@ -2502,8 +2502,8 @@
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         {
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           "breadth_similarity": 0.583,
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@@ -2541,8 +2541,8 @@
         {
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           "breadth_similarity": 0.667,
           "concentration_similarity": 0.73,
@@ -2560,8 +2560,8 @@
         {
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@@ -2579,8 +2579,8 @@
         {
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@@ -2597,8 +2597,8 @@
         {
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+          "content_similarity": 0.299,
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           "breadth_similarity": 0.667,
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@@ -2632,7 +2632,7 @@
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@@ -2657,7 +2657,7 @@
         47310
       ],
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-      "average_similarity": 0.484,
+      "average_similarity": 0.481,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -2671,8 +2671,8 @@
         {
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@@ -2688,8 +2688,8 @@
         {
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@@ -2705,8 +2705,8 @@
         {
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@@ -2722,8 +2722,8 @@
         {
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-          "content_similarity": 0.28,
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@@ -2739,8 +2739,8 @@
         {
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+          "content_similarity": 0.391,
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@@ -2756,8 +2756,8 @@
         {
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@@ -2773,8 +2773,8 @@
         {
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@@ -2790,8 +2790,8 @@
         {
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@@ -2807,8 +2807,8 @@
         {
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@@ -2824,8 +2824,8 @@
         {
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@@ -2850,7 +2850,7 @@
         47336
       ],
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+      "average_similarity": 0.455,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
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@@ -2863,8 +2863,8 @@
         {
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@@ -2877,12 +2877,12 @@
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-          "size_similarity": 0.149,
-          "breadth_similarity": 0.75,
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+          "size_similarity": 0.778,
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@@ -2893,12 +2893,12 @@
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         },
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-          "size_similarity": 0.778,
-          "breadth_similarity": 1.0,
+          "left_pr_number": 45548,
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@@ -2911,8 +2911,8 @@
         {
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@@ -2943,8 +2943,8 @@
         {
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           "breadth_similarity": 1.0,
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@@ -2959,8 +2959,8 @@
         {
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           "breadth_similarity": 1.0,
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@@ -2975,8 +2975,8 @@
         {
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2990,10 +2990,10 @@
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         {
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-          "similarity": 0.36,
-          "content_similarity": 0.295,
-          "size_similarity": 0.191,
+          "right_pr_number": 47336,
+          "similarity": 0.358,
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           "concentration_similarity": 1.0,
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@@ -3006,10 +3006,10 @@
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         {
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-          "right_pr_number": 47336,
-          "similarity": 0.358,
-          "content_similarity": 0.296,
-          "size_similarity": 0.17,
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+          "similarity": 0.354,
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           "concentration_similarity": 1.0,
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@@ -3032,7 +3032,7 @@
         47222
       ],
       "representative_pr_number": 44615,
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+      "average_similarity": 0.418,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
       "shared_filenames": [
         "src/transformers/utils/import_utils.py"
@@ -3046,8 +3046,8 @@
         {
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-          "content_similarity": 0.532,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3063,8 +3063,8 @@
         {
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+          "similarity": 0.48,
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           "breadth_similarity": 1.0,
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@@ -3097,8 +3097,8 @@
         {
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           "breadth_similarity": 0.667,
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@@ -3114,8 +3114,8 @@
         {
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.667,
@@ -3131,8 +3131,8 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 44615,
-          "similarity": 0.406,
-          "content_similarity": 0.334,
+          "similarity": 0.405,
+          "content_similarity": 0.333,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -3149,7 +3149,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 46152,
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-          "content_similarity": 0.339,
+          "content_similarity": 0.338,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -3165,8 +3165,8 @@
         {
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-          "similarity": 0.36,
-          "content_similarity": 0.288,
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           "breadth_similarity": 0.5,
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@@ -3182,8 +3182,8 @@
         {
           "left_pr_number": 46995,
           "right_pr_number": 47222,
-          "similarity": 0.31,
-          "content_similarity": 0.267,
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+          "content_similarity": 0.271,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.667,
@@ -3199,8 +3199,8 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 47222,
-          "similarity": 0.304,
-          "content_similarity": 0.21,
+          "similarity": 0.306,
+          "content_similarity": 0.213,
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           "breadth_similarity": 0.583,
           "concentration_similarity": 0.667,
@@ -3360,6 +3360,208 @@
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       ]
     },
+    {
+      "cluster_id": "pr-scope-44585-4",
+      "pr_numbers": [
+        44585,
+        47443,
+        47444,
+        47445
+      ],
+      "representative_pr_number": 47445,
+      "average_similarity": 0.597,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/models/deepseek_v3/modeling_deepseek_v3.py`, `src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py`, `src/transformers/models/longcat_flash/modeling_longcat_flash.py`; representative PR #47445.",
+      "shared_filenames": [
+        "src/transformers/models/deepseek_v3/modeling_deepseek_v3.py",
+        "src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py",
+        "src/transformers/models/longcat_flash/modeling_longcat_flash.py",
+        "src/transformers/models/youtu/modeling_youtu.py",
+        "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
+        "src/transformers/models/minicpm3/modeling_minicpm3.py",
+        "src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py",
+        "src/transformers/models/mistral4/modeling_mistral4.py"
+      ],
+      "shared_directories": [
+        "src/transformers/models/deepseek_v3",
+        "src/transformers/models/glm4_moe_lite",
+        "src/transformers/models/longcat_flash",
+        "src/transformers/models/youtu",
+        "src/transformers/models",
+        "src/transformers",
+        "src",
+        "src/transformers/models/deepseek_v32"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 47444,
+          "right_pr_number": 47445,
+          "similarity": 0.989,
+          "content_similarity": 0.985,
+          "size_similarity": 1.0,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+            "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
+            "src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py",
+            "src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py",
+            "src/transformers/models/longcat_flash/modeling_longcat_flash.py",
+            "src/transformers/models/minicpm3/modeling_minicpm3.py",
+            "src/transformers/models/mistral4/modeling_mistral4.py",
+            "src/transformers/models/nemotron_h/modeling_nemotron_h.py",
+            "src/transformers/models/youtu/modeling_youtu.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/deepseek_v3",
+            "src/transformers/models/deepseek_v32",
+            "src/transformers/models/glm4_moe_lite",
+            "src/transformers/models/glm_moe_dsa",
+            "src/transformers/models/longcat_flash",
+            "src/transformers/models/minicpm3",
+            "src/transformers/models/mistral4",
+            "src/transformers/models/nemotron_h",
+            "src/transformers/models/youtu",
+            "src/transformers/models"
+          ]
+        },
+        {
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+          "right_pr_number": 47444,
+          "similarity": 0.713,
+          "content_similarity": 0.708,
+          "size_similarity": 0.543,
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+          "concentration_similarity": 0.711,
+          "shared_filenames": [
+            "src/transformers/models/deepseek_v3/modeling_deepseek_v3.py",
+            "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
+            "src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py",
+            "src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py",
+            "src/transformers/models/longcat_flash/modeling_longcat_flash.py",
+            "src/transformers/models/minicpm3/modeling_minicpm3.py",
+            "src/transformers/models/mistral4/modeling_mistral4.py",
+            "src/transformers/models/nemotron_h/modeling_nemotron_h.py",
+            "src/transformers/models/youtu/modeling_youtu.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/deepseek_v3",
+            "src/transformers/models/deepseek_v32",
+            "src/transformers/models/glm4_moe_lite",
+            "src/transformers/models/glm_moe_dsa",
+            "src/transformers/models/longcat_flash",
+            "src/transformers/models/minicpm3",
+            "src/transformers/models/mistral4",
+            "src/transformers/models/nemotron_h",
+            "src/transformers/models/youtu",
+            "src/transformers/models"
+          ]
+        },
+        {
+          "left_pr_number": 47443,
+          "right_pr_number": 47445,
+          "similarity": 0.712,
+          "content_similarity": 0.707,
+          "size_similarity": 0.543,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.711,
+          "shared_filenames": [
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+            "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
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+            "src/transformers/models/longcat_flash/modeling_longcat_flash.py",
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+            "src/transformers/models/mistral4/modeling_mistral4.py",
+            "src/transformers/models/nemotron_h/modeling_nemotron_h.py",
+            "src/transformers/models/youtu/modeling_youtu.py"
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+            "src/transformers/models/minicpm3",
+            "src/transformers/models/mistral4",
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+            "src/transformers/models/youtu",
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+            "src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py",
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+            "src/transformers/models/glm4_moe_lite",
+            "src/transformers/models/longcat_flash",
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+            "src/transformers/models",
+            "src/transformers",
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+            "src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py",
+            "src/transformers/models/longcat_flash/modeling_longcat_flash.py",
+            "src/transformers/models/youtu/modeling_youtu.py"
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+          "shared_directories": [
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+            "src/transformers/models/glm4_moe_lite",
+            "src/transformers/models/longcat_flash",
+            "src/transformers/models/youtu",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 47443,
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+          "content_similarity": 0.329,
+          "size_similarity": 0.049,
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+          "concentration_similarity": 0.94,
+          "shared_filenames": [
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+            "src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py",
+            "src/transformers/models/longcat_flash/modeling_longcat_flash.py",
+            "src/transformers/models/youtu/modeling_youtu.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/deepseek_v3",
+            "src/transformers/models/glm4_moe_lite",
+            "src/transformers/models/longcat_flash",
+            "src/transformers/models/youtu",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-42975-4",
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@@ -3414,7 +3616,7 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 45077,
-          "similarity": 0.661,
+          "similarity": 0.662,
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@@ -3461,7 +3663,7 @@
         {
           "left_pr_number": 45077,
           "right_pr_number": 47208,
-          "similarity": 0.559,
+          "similarity": 0.56,
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           "size_similarity": 0.321,
           "breadth_similarity": 0.833,
@@ -3486,7 +3688,7 @@
         {
           "left_pr_number": 42976,
           "right_pr_number": 45077,
-          "similarity": 0.472,
+          "similarity": 0.473,
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           "breadth_similarity": 0.659,
@@ -3536,7 +3738,7 @@
         46364
       ],
       "representative_pr_number": 41441,
-      "average_similarity": 0.545,
+      "average_similarity": 0.546,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
       "shared_filenames": [
         "src/transformers/hf_argparser.py"
@@ -3550,7 +3752,7 @@
           "left_pr_number": 41441,
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-          "content_similarity": 0.749,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.75,
@@ -3581,7 +3783,7 @@
         {
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-          "similarity": 0.631,
+          "similarity": 0.632,
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           "breadth_similarity": 1.0,
@@ -3630,7 +3832,7 @@
           "left_pr_number": 43469,
           "right_pr_number": 46364,
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-          "content_similarity": 0.347,
+          "content_similarity": 0.348,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.75,
@@ -3682,7 +3884,7 @@
         {
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           "right_pr_number": 43549,
-          "similarity": 0.554,
+          "similarity": 0.555,
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           "breadth_similarity": 1.0,
@@ -3860,7 +4062,7 @@
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-          "content_similarity": 0.316,
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           "breadth_similarity": 0.561,
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@@ -3880,7 +4082,7 @@
         {
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           "right_pr_number": 46642,
-          "similarity": 0.342,
+          "similarity": 0.343,
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           "breadth_similarity": 0.561,
@@ -3901,7 +4103,7 @@
         {
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           "right_pr_number": 46642,
-          "similarity": 0.302,
+          "similarity": 0.303,
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           "breadth_similarity": 0.174,
@@ -3969,7 +4171,7 @@
         {
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-          "similarity": 0.545,
+          "similarity": 0.546,
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@@ -4190,7 +4392,7 @@
         47301
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.358,
+      "average_similarity": 0.359,
       "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -4235,7 +4437,7 @@
           "left_pr_number": 44550,
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-          "content_similarity": 0.099,
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@@ -4264,7 +4466,7 @@
         {
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@@ -4279,8 +4481,8 @@
         {
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-          "content_similarity": 0.091,
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           "breadth_similarity": 1.0,
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@@ -4313,10 +4515,10 @@
       "pairwise": [
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-          "content_similarity": 0.088,
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@@ -4328,10 +4530,10 @@
         },
         {
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+          "right_pr_number": 47212,
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-          "content_similarity": 0.095,
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@@ -4344,7 +4546,7 @@
         {
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@@ -4375,7 +4577,7 @@
           "left_pr_number": 46319,
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-          "content_similarity": 0.078,
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@@ -4389,7 +4591,7 @@
         {
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-          "similarity": 0.346,
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           "breadth_similarity": 1.0,
@@ -4724,47 +4926,119 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-44015-3",
+      "cluster_id": "pr-scope-47315-3",
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+        47315,
+        47430,
+        47446
       ],
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-      "average_similarity": 0.575,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
+      "representative_pr_number": 47430,
+      "average_similarity": 0.59,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/integrations/compressed_tensors.py`; representative PR #47430.",
       "shared_filenames": [
-        "src/transformers/models/gpt2/modeling_gpt2.py"
+        "src/transformers/integrations/compressed_tensors.py"
       ],
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-        "src/transformers/models/gpt2",
-        "src/transformers/models",
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-            "src/transformers/models",
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+          "shared_directories": [
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+            "src/transformers",
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+        {
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+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "src"
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+        }
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+    {
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+        44059,
+        44676
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+      "representative_pr_number": 44059,
+      "average_similarity": 0.575,
+      "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"
+      ],
+      "shared_directories": [
+        "src/transformers/models/gpt2",
+        "src/transformers/models",
+        "src/transformers",
+        "src"
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+          "shared_directories": [
+            "src/transformers/models/gpt2",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
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@@ -5006,6 +5280,92 @@
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+    {
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+      "pr_numbers": [
+        32189,
+        42655,
+        47447
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+      "representative_pr_number": 47447,
+      "average_similarity": 0.487,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`, `tests/generation/test_utils.py`; representative PR #47447.",
+      "shared_filenames": [
+        "src/transformers/generation/candidate_generator.py",
+        "src/transformers/generation/utils.py",
+        "tests/generation/test_utils.py",
+        "src/transformers/cache_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/generation",
+        "src/transformers",
+        "src",
+        "src/transformers/models",
+        "tests/generation",
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+            "src/transformers/generation/candidate_generator.py",
+            "src/transformers/generation/utils.py",
+            "tests/generation/test_utils.py"
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+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "tests/generation",
+            "src",
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+          "shared_filenames": [
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+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "content_similarity": 0.488,
+          "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"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
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     {
       "cluster_id": "pr-scope-34925-3",
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@@ -5030,8 +5390,8 @@
         {
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-          "similarity": 0.501,
-          "content_similarity": 0.434,
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           "breadth_similarity": 1.0,
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@@ -5048,7 +5408,7 @@
         {
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           "breadth_similarity": 0.833,
@@ -5067,8 +5427,8 @@
         {
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-          "similarity": 0.442,
-          "content_similarity": 0.373,
+          "similarity": 0.443,
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           "breadth_similarity": 0.833,
           "concentration_similarity": 0.709,
@@ -5092,7 +5452,7 @@
         44682
       ],
       "representative_pr_number": 43656,
-      "average_similarity": 0.46,
+      "average_similarity": 0.461,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
@@ -5124,7 +5484,7 @@
           "left_pr_number": 43656,
           "right_pr_number": 44682,
           "similarity": 0.424,
-          "content_similarity": 0.466,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -5156,6 +5516,86 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43291-3",
+      "pr_numbers": [
+        43291,
+        45773,
+        47441
+      ],
+      "representative_pr_number": 47441,
+      "average_similarity": 0.45,
+      "summary": "3 open PRs share weighted file overlap around `tests/models/whisper/test_modeling_whisper.py`; representative PR #47441.",
+      "shared_filenames": [
+        "tests/models/whisper/test_modeling_whisper.py"
+      ],
+      "shared_directories": [
+        "tests/models/whisper",
+        "tests/models",
+        "tests",
+        "src/transformers/models/whisper",
+        "src/transformers/models",
+        "src/transformers",
+        "src"
+      ],
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+          "concentration_similarity": 0.508,
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+          "shared_directories": [
+            "tests/models/whisper",
+            "tests/models",
+            "tests"
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+        {
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+          "size_similarity": 0.675,
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+          "concentration_similarity": 0.519,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "tests/models/whisper",
+            "tests/models",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 43291,
+          "right_pr_number": 45773,
+          "similarity": 0.389,
+          "content_similarity": 0.283,
+          "size_similarity": 0.766,
+          "breadth_similarity": 0.268,
+          "concentration_similarity": 0.989,
+          "shared_filenames": [
+            "tests/models/whisper/test_modeling_whisper.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/whisper",
+            "src/transformers/models",
+            "tests/models/whisper",
+            "src/transformers",
+            "tests/models",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-46099-3",
       "pr_numbers": [
@@ -5164,7 +5604,7 @@
         47165
       ],
       "representative_pr_number": 46269,
-      "average_similarity": 0.451,
+      "average_similarity": 0.45,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/apertus/configuration_apertus.py`, `src/transformers/models/apertus/modular_apertus.py`, `src/transformers/models/cohere/configuration_cohere.py`; representative PR #46269.",
       "shared_filenames": [
         "src/transformers/models/apertus/configuration_apertus.py",
@@ -5190,8 +5630,8 @@
         {
           "left_pr_number": 46269,
           "right_pr_number": 47165,
-          "similarity": 0.54,
-          "content_similarity": 0.584,
+          "similarity": 0.538,
+          "content_similarity": 0.582,
           "size_similarity": 0.083,
           "breadth_similarity": 0.773,
           "concentration_similarity": 0.825,
@@ -5216,14 +5656,14 @@
             "src/transformers/models/bitnet",
             "src/transformers/models/cohere",
             "src/transformers/models/cohere2",
-            "src/transformers/models/cohere2_moe",
-            "src/transformers/models/csm"
+            "src/transformers/models/csm",
+            "src/transformers/models/cwm"
           ]
         },
         {
           "left_pr_number": 46099,
           "right_pr_number": 46269,
-          "similarity": 0.411,
+          "similarity": 0.41,
           "content_similarity": 0.486,
           "size_similarity": 0.013,
           "breadth_similarity": 0.284,
@@ -5256,114 +5696,34 @@
         {
           "left_pr_number": 46099,
           "right_pr_number": 47165,
-          "similarity": 0.402,
-          "content_similarity": 0.445,
+          "similarity": 0.403,
+          "content_similarity": 0.446,
           "size_similarity": 0.152,
           "breadth_similarity": 0.364,
           "concentration_similarity": 0.63,
           "shared_filenames": [
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-            "src/transformers/models/apertus/modular_apertus.py",
-            "src/transformers/models/arcee/configuration_arcee.py",
-            "src/transformers/models/aria/configuration_aria.py",
-            "src/transformers/models/cohere/configuration_cohere.py",
-            "src/transformers/models/cohere2/configuration_cohere2.py",
-            "src/transformers/models/cohere2/modular_cohere2.py",
-            "src/transformers/models/cwm/configuration_cwm.py",
-            "src/transformers/models/deepseek_v2/configuration_deepseek_v2.py",
-            "src/transformers/models/ernie4_5/configuration_ernie4_5.py"
-          ],
-          "shared_directories": [
-            "src/transformers/models/apertus",
-            "src/transformers/models/arcee",
-            "src/transformers/models/aria",
-            "src/transformers/models/cohere",
-            "src/transformers/models/cohere2",
-            "src/transformers/models/cwm",
-            "src/transformers/models/deepseek_v2",
-            "src/transformers/models/ernie4_5",
-            "src/transformers/models/eurobert",
-            "src/transformers/models/exaone4"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-43291-3",
-      "pr_numbers": [
-        43291,
-        45773,
-        47441
-      ],
-      "representative_pr_number": 47441,
-      "average_similarity": 0.45,
-      "summary": "3 open PRs share weighted file overlap around `tests/models/whisper/test_modeling_whisper.py`; representative PR #47441.",
-      "shared_filenames": [
-        "tests/models/whisper/test_modeling_whisper.py"
-      ],
-      "shared_directories": [
-        "tests/models/whisper",
-        "tests/models",
-        "tests",
-        "src/transformers/models/whisper",
-        "src/transformers/models",
-        "src/transformers",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 43291,
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-          "similarity": 0.543,
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-          "size_similarity": 0.518,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.508,
-          "shared_filenames": [
-            "tests/models/whisper/test_modeling_whisper.py"
-          ],
-          "shared_directories": [
-            "tests/models/whisper",
-            "tests/models",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 45773,
-          "right_pr_number": 47441,
-          "similarity": 0.418,
-          "content_similarity": 0.396,
-          "size_similarity": 0.675,
-          "breadth_similarity": 0.134,
-          "concentration_similarity": 0.519,
-          "shared_filenames": [
-            "tests/models/whisper/test_modeling_whisper.py"
-          ],
-          "shared_directories": [
-            "tests/models/whisper",
-            "tests/models",
-            "tests"
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-        },
-        {
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-          "content_similarity": 0.283,
-          "size_similarity": 0.766,
-          "breadth_similarity": 0.268,
-          "concentration_similarity": 0.989,
-          "shared_filenames": [
-            "tests/models/whisper/test_modeling_whisper.py"
+            "src/transformers/models/apertus/configuration_apertus.py",
+            "src/transformers/models/apertus/modular_apertus.py",
+            "src/transformers/models/arcee/configuration_arcee.py",
+            "src/transformers/models/aria/configuration_aria.py",
+            "src/transformers/models/cohere/configuration_cohere.py",
+            "src/transformers/models/cohere2/configuration_cohere2.py",
+            "src/transformers/models/cohere2/modular_cohere2.py",
+            "src/transformers/models/cwm/configuration_cwm.py",
+            "src/transformers/models/deepseek_v2/configuration_deepseek_v2.py",
+            "src/transformers/models/ernie4_5/configuration_ernie4_5.py"
           ],
           "shared_directories": [
-            "src/transformers/models/whisper",
-            "src/transformers/models",
-            "tests/models/whisper",
-            "src/transformers",
-            "tests/models",
-            "src",
-            "tests"
+            "src/transformers/models/apertus",
+            "src/transformers/models/arcee",
+            "src/transformers/models/aria",
+            "src/transformers/models/cohere",
+            "src/transformers/models/cohere2",
+            "src/transformers/models/cwm",
+            "src/transformers/models/deepseek_v2",
+            "src/transformers/models/ernie4_5",
+            "src/transformers/models/eurobert",
+            "src/transformers/models/exaone4"
           ]
         }
       ]
@@ -5376,7 +5736,7 @@
         46211
       ],
       "representative_pr_number": 45742,
-      "average_similarity": 0.417,
+      "average_similarity": 0.416,
       "summary": "3 open PRs share weighted file overlap around `tests/models/llama/test_modeling_llama.py`, `src/transformers/models/llama/configuration_llama.py`, `src/transformers/models/llama/modeling_llama.py`; representative PR #45742.",
       "shared_filenames": [
         "tests/models/llama/test_modeling_llama.py",
@@ -5504,7 +5864,7 @@
         {
           "left_pr_number": 46177,
           "right_pr_number": 47224,
-          "similarity": 0.318,
+          "similarity": 0.319,
           "content_similarity": 0.284,
           "size_similarity": 0.389,
           "breadth_similarity": 0.267,
@@ -5595,7 +5955,7 @@
         46775
       ],
       "representative_pr_number": 44889,
-      "average_similarity": 0.384,
+      "average_similarity": 0.385,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/trainer.py`, `tests/trainer/distributed/test_trainer_distributed_deepspeed.py`; representative PR #44889.",
       "shared_filenames": [
         "src/transformers/trainer.py",
@@ -5612,8 +5972,8 @@
         {
           "left_pr_number": 44889,
           "right_pr_number": 46775,
-          "similarity": 0.453,
-          "content_similarity": 0.33,
+          "similarity": 0.457,
+          "content_similarity": 0.335,
           "size_similarity": 0.877,
           "breadth_similarity": 0.458,
           "concentration_similarity": 0.9,
@@ -5632,8 +5992,8 @@
         {
           "left_pr_number": 44889,
           "right_pr_number": 44981,
-          "similarity": 0.396,
-          "content_similarity": 0.152,
+          "similarity": 0.397,
+          "content_similarity": 0.153,
           "size_similarity": 0.991,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.812,
@@ -5650,8 +6010,8 @@
         {
           "left_pr_number": 44981,
           "right_pr_number": 46775,
-          "similarity": 0.301,
-          "content_similarity": 0.125,
+          "similarity": 0.302,
+          "content_similarity": 0.126,
           "size_similarity": 0.885,
           "breadth_similarity": 0.458,
           "concentration_similarity": 0.712,
@@ -5714,7 +6074,7 @@
         {
           "left_pr_number": 46138,
           "right_pr_number": 46501,
-          "similarity": 0.329,
+          "similarity": 0.33,
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           "size_similarity": 0.75,
           "breadth_similarity": 1.0,
@@ -6036,7 +6396,7 @@
           "left_pr_number": 45639,
           "right_pr_number": 45645,
           "similarity": 0.883,
-          "content_similarity": 0.894,
+          "content_similarity": 0.893,
           "size_similarity": 0.918,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.898,
@@ -6098,43 +6458,6 @@
         }
       ]
     },
-    {
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-      "pr_numbers": [
-        47315,
-        47430
-      ],
-      "representative_pr_number": 47315,
-      "average_similarity": 0.851,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/compressed_tensors.py`; representative PR #47315.",
-      "shared_filenames": [
-        "src/transformers/integrations/compressed_tensors.py"
-      ],
-      "shared_directories": [
-        "src/transformers/integrations",
-        "src/transformers",
-        "src"
-      ],
-      "pairwise": [
-        {
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-          "similarity": 0.851,
-          "content_similarity": 0.885,
-          "size_similarity": 0.941,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.812,
-          "shared_filenames": [
-            "src/transformers/integrations/compressed_tensors.py"
-          ],
-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-47282-2",
       "pr_numbers": [
@@ -6465,7 +6788,7 @@
           "left_pr_number": 41901,
           "right_pr_number": 45523,
           "similarity": 0.71,
-          "content_similarity": 0.766,
+          "content_similarity": 0.765,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -6543,7 +6866,7 @@
           "left_pr_number": 43085,
           "right_pr_number": 47271,
           "similarity": 0.648,
-          "content_similarity": 0.616,
+          "content_similarity": 0.617,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 0.916,
@@ -6700,7 +7023,7 @@
           "left_pr_number": 47290,
           "right_pr_number": 47384,
           "similarity": 0.565,
-          "content_similarity": 0.449,
+          "content_similarity": 0.45,
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           "breadth_similarity": 0.861,
           "concentration_similarity": 0.987,
@@ -6808,6 +7131,39 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46224-2",
+      "pr_numbers": [
+        46224,
+        47357
+      ],
+      "representative_pr_number": 46224,
+      "average_similarity": 0.533,
+      "summary": "2 open PRs share weighted file overlap around `tests/test_fsdp_mixin.py`; representative PR #46224.",
+      "shared_filenames": [
+        "tests/test_fsdp_mixin.py"
+      ],
+      "shared_directories": [
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46224,
+          "right_pr_number": 47357,
+          "similarity": 0.533,
+          "content_similarity": 0.657,
+          "size_similarity": 0.182,
+          "breadth_similarity": 0.087,
+          "concentration_similarity": 0.747,
+          "shared_filenames": [
+            "tests/test_fsdp_mixin.py"
+          ],
+          "shared_directories": [
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45730-2",
       "pr_numbers": [
@@ -6852,7 +7208,7 @@
         47250
       ],
       "representative_pr_number": 45300,
-      "average_similarity": 0.527,
+      "average_similarity": 0.526,
       "summary": "2 open PRs share weighted file overlap around `tests/models/nemotron_h/test_modeling_nemotron_h.py`, `src/transformers/models/nemotron_h/modeling_nemotron_h.py`; representative PR #45300.",
       "shared_filenames": [
         "tests/models/nemotron_h/test_modeling_nemotron_h.py",
@@ -6871,8 +7227,8 @@
         {
           "left_pr_number": 45300,
           "right_pr_number": 47250,
-          "similarity": 0.527,
-          "content_similarity": 0.411,
+          "similarity": 0.526,
+          "content_similarity": 0.408,
           "size_similarity": 0.807,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.63,
@@ -6899,7 +7255,7 @@
         47341
       ],
       "representative_pr_number": 46376,
-      "average_similarity": 0.516,
+      "average_similarity": 0.52,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/continuous_batching/cache.py`, `tests/generation/test_continuous_batching.py`; representative PR #46376.",
       "shared_filenames": [
         "src/transformers/generation/continuous_batching/cache.py",
@@ -6917,8 +7273,8 @@
         {
           "left_pr_number": 46376,
           "right_pr_number": 47341,
-          "similarity": 0.516,
-          "content_similarity": 0.575,
+          "similarity": 0.52,
+          "content_similarity": 0.58,
           "size_similarity": 0.037,
           "breadth_similarity": 0.6,
           "concentration_similarity": 0.967,
@@ -6959,7 +7315,7 @@
           "left_pr_number": 45056,
           "right_pr_number": 45128,
           "similarity": 0.513,
-          "content_similarity": 0.413,
+          "content_similarity": 0.412,
           "size_similarity": 0.669,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.724,
@@ -7106,7 +7462,7 @@
           "left_pr_number": 43532,
           "right_pr_number": 43649,
           "similarity": 0.498,
-          "content_similarity": 0.437,
+          "content_similarity": 0.438,
           "size_similarity": 0.395,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.893,
@@ -7281,7 +7637,7 @@
         46126
       ],
       "representative_pr_number": 46113,
-      "average_similarity": 0.467,
+      "average_similarity": 0.457,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`; representative PR #46113.",
       "shared_filenames": [
         "src/transformers/distributed/utils.py"
@@ -7295,8 +7651,8 @@
         {
           "left_pr_number": 46113,
           "right_pr_number": 46126,
-          "similarity": 0.467,
-          "content_similarity": 0.517,
+          "similarity": 0.457,
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           "size_similarity": 0.302,
           "breadth_similarity": 0.292,
           "concentration_similarity": 0.603,
@@ -7311,45 +7667,6 @@
         }
       ]
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-    {
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-      "pr_numbers": [
-        32189,
-        42655
-      ],
-      "representative_pr_number": 32189,
-      "average_similarity": 0.459,
-      "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": [
-        "src/transformers/generation/candidate_generator.py",
-        "src/transformers/generation/utils.py"
-      ],
-      "shared_directories": [
-        "src/transformers/generation",
-        "src/transformers",
-        "src"
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-          "size_similarity": 0.231,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.568,
-          "shared_filenames": [
-            "src/transformers/generation/candidate_generator.py",
-            "src/transformers/generation/utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-45570-2",
       "pr_numbers": [
@@ -7473,7 +7790,7 @@
           "left_pr_number": 47164,
           "right_pr_number": 47340,
           "similarity": 0.438,
-          "content_similarity": 0.375,
+          "content_similarity": 0.376,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.965,
@@ -7565,71 +7882,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-44973-2",
-      "pr_numbers": [
-        44973,
-        47170
-      ],
-      "representative_pr_number": 44973,
-      "average_similarity": 0.43,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`, `src/transformers/models/glm_ocr/modular_glm_ocr.py`; representative PR #44973.",
-      "shared_filenames": [
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-        "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
-        "src/transformers/models/glm_ocr/modular_glm_ocr.py",
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-        "src/transformers/models/glm_image/modeling_glm_image.py",
-        "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
-        "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py"
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-      "shared_directories": [
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-        "src/transformers/models/video_llama_3",
-        "src/transformers/models/glm_image",
-        "src/transformers/models/qwen3_vl",
-        "src/transformers/models/glm4v_moe",
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-            "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
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-            "src/transformers/models/glm4v_moe",
-            "src/transformers/models/glm_image",
-            "src/transformers/models/glm_ocr",
-            "src/transformers/models/paddleocr_vl",
-            "src/transformers/models/qwen2_5_omni",
-            "src/transformers/models/qwen2_5_vl",
-            "src/transformers/models/qwen2_vl",
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       "cluster_id": "pr-scope-45822-2",
       "pr_numbers": [
@@ -7790,6 +8042,71 @@
         }
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