Refresh transformers dataset snapshot 20260608T120020Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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       "name": "HarshRathva",
@@ -15607,7 +15540,7 @@
       "snapshot_comment_count": 1,
       "snapshot_review_count": 0,
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-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
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@@ -15639,7 +15572,7 @@
             "number": 46457,
             "title": "Fix missing labels warning in Trainer evaluation loop (#28530)",
             "url": "https://github.com/huggingface/transformers/pull/46457",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-06-05T19:41:55Z"
@@ -15829,14 +15762,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAzeezIsh",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAzeezIsh",
       "repo_first_seen_at": "2026-06-04T16:46:37Z",
-      "repo_last_seen_at": "2026-06-05T01:38:54Z",
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@@ -17705,6 +17638,63 @@
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     },
+    {
+      "author_login": "Goutam16-Withcode",
+      "name": "Goutam Sharma",
+      "profile_url": "https://github.com/Goutam16-Withcode",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AGoutam16-Withcode",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AGoutam16-Withcode",
+      "repo_first_seen_at": "2026-06-08T11:27:05Z",
+      "repo_last_seen_at": "2026-06-08T11:27:05Z",
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+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 666,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
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+        "merged_pr_rate": 0.0,
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+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46497,
+            "title": "Fix bugs in CI workflows, utils logic, and documentation syntax errors",
+            "url": "https://github.com/huggingface/transformers/pull/46497",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-08T11:27:05Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "GuaiZai233",
       "name": "\u602a\u54c9GuaiZai",
@@ -20276,6 +20266,67 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "NicolasHug",
+      "name": "Nicolas Hug",
+      "profile_url": "https://github.com/NicolasHug",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ANicolasHug",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ANicolasHug",
+      "repo_first_seen_at": "2026-06-08T11:13:46Z",
+      "repo_last_seen_at": "2026-06-08T11:13:46Z",
+      "repo_primary_artifact_count": 1,
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+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 5321,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "extremely high recent PR volume",
+      "public_orgs": [
+        "scikit-learn",
+        "pytorch",
+        "fairinternal"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 135,
+        "merged_pr_count": 119,
+        "closed_unmerged_pr_count": 13,
+        "open_pr_count": 3,
+        "merged_pr_rate": 0.8815,
+        "closed_unmerged_pr_rate": 0.0963,
+        "still_open_pr_rate": 0.0222,
+        "distinct_repos_with_authored_prs": 7,
+        "distinct_repos_with_open_prs": 3
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46496,
+            "title": "Perf: use torchvision's native LANCZOS interpolation",
+            "url": "https://github.com/huggingface/transformers/pull/46496",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-06-08T11:13:46Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Oneirag",
       "name": "Oscar Neira",
@@ -22282,6 +22333,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "Snakinya",
+      "name": "Snakinya",
+      "profile_url": "https://github.com/Snakinya",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASnakinya",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASnakinya",
+      "repo_first_seen_at": "2026-06-08T10:08:10Z",
+      "repo_last_seen_at": "2026-06-08T10:08:10Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 1,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 2115,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46494,
+            "title": "[Security] Fix incomplete setattr filtering in ImageProcessor and FeatureExtractor",
+            "url": "https://github.com/huggingface/transformers/pull/46494",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-08T10:08:10Z"
+          }
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+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "snehasuman019",
       "name": "Sneha Suman",
@@ -23438,12 +23546,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "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": 3305,
       "young_account": false,
       "follow_through_score": "mixed",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260608T060044Z`
-- Generated: `2026-06-08T06:02:00Z`
+- Snapshot: `20260608T120020Z`
+- Generated: `2026-06-08T12:02:54Z`
 - Activity window: `60d`
-- Contributors: `350`
+- Contributors: `352`
 
 ## Summary
 
@@ -11,7 +11,7 @@
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 102 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 99 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
-| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 94 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 96 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 92 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 85 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 65 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -20,9 +20,9 @@
 | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 47 | 2 | mixed | low | low | targets high-star repos |
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 46 | 0 | strong | low | low | targets high-star repos |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 39 | 1 | strong | moderate | low | targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 35 | 0 | strong | low | low | targets high-star repos |
 | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 34 | 20 | strong | low | low | targets high-star repos |
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 34 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
-| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 34 | 0 | strong | low | low | targets high-star repos |
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 25 | 4 | strong | moderate | low | high recent PR volume |
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 25 | 0 | strong | low | low | targets high-star repos |
@@ -81,7 +81,6 @@
 | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3573d | `2026-04-02T19:05:35Z` | 3 | 0 | strong | low | low | targets high-star repos |
 | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
 | `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
 | `qflen` | [profile](https://github.com/qflen) | no | CONTRIBUTOR | 479d | `2026-04-25T02:09:42Z` | 2 | 2 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
@@ -142,12 +141,12 @@
 | `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 4 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
 | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 | `ionut-anghelina` | [profile](https://github.com/ionut-anghelina) | no | FIRST_TIME_CONTRIBUTOR | 556d | `2026-03-30T08:23:07Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
 | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
-| `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ezylopx5` | [profile](https://github.com/ezylopx5) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-01T19:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 660d | `2026-03-01T07:34:43Z` | 2 | 0 | strong | moderate | low | — |
@@ -217,7 +216,7 @@
 | `Apeksha23-hub` | [profile](https://github.com/Apeksha23-hub) | no | FIRST_TIME_CONTRIBUTOR | 79d | `2026-05-16T13:17:12Z` | 1 | 0 | mixed | low | low | very new account; no visible non-self stars; targets high-star repos |
 | `ArkaD171717` | [profile](https://github.com/ArkaD171717) | no | FIRST_TIME_CONTRIBUTOR | 1206d | `2026-05-02T09:31:22Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `arnav-144p` | [profile](https://github.com/arnav-144p) | no | NONE | 634d | `2026-06-02T18:52:53Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | FIRST_TIME_CONTRIBUTOR | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | NONE | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `aryanp2107` | [profile](https://github.com/aryanp2107) | no | NONE | 1390d | `2026-04-25T21:44:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Ashutosh-177` | [profile](https://github.com/Ashutosh-177) | no | NONE | 978d | `2026-05-19T06:28:43Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `avasis-ai` | [profile](https://github.com/avasis-ai) | no | CONTRIBUTOR | 30d | `2026-04-18T21:48:22Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share |
@@ -254,6 +253,7 @@
 | `gaurav0107` | [profile](https://github.com/gaurav0107) | no | CONTRIBUTOR | 3970d | `2026-04-23T19:12:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `glegendre01` | [profile](https://github.com/glegendre01) | no | MEMBER | 1282d | `2026-04-21T12:37:31Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `GopalGB` | [profile](https://github.com/GopalGB) | no | NONE | 2136d | `2026-04-30T04:04:10Z` | 1 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `Goutam16-Withcode` | [profile](https://github.com/Goutam16-Withcode) | yes | FIRST_TIME_CONTRIBUTOR | 666d | `2026-06-08T11:27:05Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `GuaiZai233` | [profile](https://github.com/GuaiZai233) | no | CONTRIBUTOR | 821d | `2026-04-28T15:36:03Z` | 1 | 0 | strong | low | low | — |
 | `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
 | `HamzaDogann` | [profile](https://github.com/HamzaDogann) | no | NONE | 1672d | `2026-05-21T15:32:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -299,6 +299,7 @@
 | `msdsm` | [profile](https://github.com/msdsm) | no | FIRST_TIME_CONTRIBUTOR | 2197d | `2026-06-06T10:53:47Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1527d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `n0gu-furiosa` | [profile](https://github.com/n0gu-furiosa) | no | CONTRIBUTOR | 863d | `2026-06-04T05:04:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `NicolasHug` | [profile](https://github.com/NicolasHug) | yes | FIRST_TIME_CONTRIBUTOR | 5321d | `2026-06-08T11:13:46Z` | 1 | 0 | strong | moderate | low | extremely high recent PR volume |
 | `Oneirag` | [profile](https://github.com/Oneirag) | no | FIRST_TIME_CONTRIBUTOR | 4233d | `2026-04-24T04:00:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `onuralpszr` | [profile](https://github.com/onuralpszr) | no | FIRST_TIME_CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
 | `owwll` | [profile](https://github.com/owwll) | no | NONE | 636d | `2026-04-10T21:13:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -334,6 +335,7 @@
 | `silencelamb` | [profile](https://github.com/silencelamb) | no | CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
 | `skshmjn` | [profile](https://github.com/skshmjn) | no | CONTRIBUTOR | 2609d | `2026-05-31T07:49:22Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `Snakinya` | [profile](https://github.com/Snakinya) | yes | FIRST_TIME_CONTRIBUTOR | 2115d | `2026-06-08T10:08:10Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `snehasuman019` | [profile](https://github.com/snehasuman019) | no | NONE | 474d | `2026-05-29T16:36:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `someaka` | [profile](https://github.com/someaka) | no | NONE | 1845d | `2026-06-07T17:49:40Z` | 1 | 0 | weak | moderate | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `songyuc` | [profile](https://github.com/songyuc) | no | NONE | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -354,7 +356,7 @@
 | `yileld` | [profile](https://github.com/yileld) | no | FIRST_TIME_CONTRIBUTOR | 3958d | `2026-04-30T02:17:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Yooniel` | [profile](https://github.com/Yooniel) | no | CONTRIBUTOR | 2080d | `2026-05-21T15:59:30Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `YousefZahran1` | [profile](https://github.com/YousefZahran1) | no | NONE | 870d | `2026-05-07T16:00:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
-| `yuekaizhang` | [profile](https://github.com/yuekaizhang) | yes | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
+| `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `yuvrajsharma9981` | [profile](https://github.com/yuvrajsharma9981) | no | FIRST_TIME_CONTRIBUTOR | 3814d | `2026-05-21T22:27:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ZappD0S` | [profile](https://github.com/ZappD0S) | no | FIRST_TIMER | 4066d | `2026-05-19T19:36:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zeoses` | [profile](https://github.com/zeoses) | no | CONTRIBUTOR | 3843d | `2026-04-27T20:58:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -391,12 +393,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
 - repo first seen: `2025-03-31T13:54:54Z`
-- repo last seen: `2026-06-05T14:56:40Z`
+- repo last seen: `2026-06-08T09:51:44Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **99**
 - snapshot authored PRs/issues: **99 PRs / 0 issues**
-- snapshot discussion activity: **130 comments / 220 reviews / 154 review comments**
+- snapshot discussion activity: **130 comments / 225 reviews / 155 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
@@ -414,12 +416,12 @@ 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: `2026-06-08T05:35:32Z`
+- repo last seen: `2026-06-08T11:14:59Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **98**
-- snapshot authored PRs/issues: **94 PRs / 4 issues**
-- snapshot discussion activity: **80 comments / 105 reviews / 104 review comments**
+- repo primary artifacts: **100**
+- snapshot authored PRs/issues: **96 PRs / 4 issues**
+- snapshot discussion activity: **81 comments / 106 reviews / 105 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
@@ -427,9 +429,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #46488: Fix sapiens2 tests: add XPU device expectations](https://github.com/huggingface/transformers/pull/46488) — open
-- [PR #46403: fbgemm_fp8:Keep the current device aligned with the input tensor](https://github.com/huggingface/transformers/pull/46403) — closed, merged
-- [PR #46368: skip invalid quant_cache test for nemotron_h](https://github.com/huggingface/transformers/pull/46368) — open
+- [PR #46495: revisit history parallel beam search tests to avoid unnecessary fix](https://github.com/huggingface/transformers/pull/46495) — open
+- [PR #46492: add XPU expectation for deepseek_ocr2 model tests](https://github.com/huggingface/transformers/pull/46492) — closed, merged
+- [PR #46488: Fix sapiens2 tests: add XPU device expectations](https://github.com/huggingface/transformers/pull/46488) — closed, merged
 - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
 - [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
 - [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
@@ -466,12 +468,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-06-05T15:39:21Z`
+- repo last seen: `2026-06-08T11:59:58Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **85**
 - snapshot authored PRs/issues: **85 PRs / 0 issues**
-- snapshot discussion activity: **597 comments / 914 reviews / 1970 review comments**
+- snapshot discussion activity: **601 comments / 919 reviews / 1973 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`
@@ -489,12 +491,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-06-05T13:16:36Z`
+- repo last seen: `2026-06-08T11:46:36Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **68**
 - snapshot authored PRs/issues: **65 PRs / 3 issues**
-- snapshot discussion activity: **194 comments / 669 reviews / 1339 review comments**
+- snapshot discussion activity: **194 comments / 672 reviews / 1341 review comments**
 - account age: **2590 days**
 - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
 - public orgs: none visible
@@ -565,12 +567,12 @@ 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: `2026-06-05T15:46:06Z`
+- repo last seen: `2026-06-08T12:00:53Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **49**
 - snapshot authored PRs/issues: **47 PRs / 2 issues**
-- snapshot discussion activity: **622 comments / 1120 reviews / 4529 review comments**
+- snapshot discussion activity: **622 comments / 1121 reviews / 4530 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
@@ -590,12 +592,12 @@ 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: `2026-06-05T11:23:00Z`
+- repo last seen: `2026-06-08T11:58:21Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **46**
 - snapshot authored PRs/issues: **46 PRs / 0 issues**
-- snapshot discussion activity: **733 comments / 250 reviews / 135 review comments**
+- snapshot discussion activity: **739 comments / 251 reviews / 135 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`
@@ -631,6 +633,29 @@ Example artifacts:
 - [PR #46252: find pytest launch error in torch 2.13.0.dev20260526](https://github.com/huggingface/transformers/pull/46252) — closed, merged
 - [Issue #42890: tests/models/sam_hq/test_modeling_sam_hq.py::SamHQModelIntegrationTest may fail since a lot of cases are lack of set_seed()](https://github.com/huggingface/transformers/issues/42890) — closed
 
+### `remi-or`
+
+- profile: [github.com/remi-or](https://github.com/remi-or)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
+- repo first seen: `2026-01-13T09:15:18Z`
+- repo last seen: `2026-06-08T06:19:23Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **35**
+- snapshot authored PRs/issues: **35 PRs / 0 issues**
+- snapshot discussion activity: **53 comments / 156 reviews / 164 review comments**
+- account age: **1813 days**
+- recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #46490: [CB] Add data-parallel to overall script](https://github.com/huggingface/transformers/pull/46490) — open
+- [PR #46434: [CB] Add a "max_requests_per_batch" parameter](https://github.com/huggingface/transformers/pull/46434) — open
+- [PR #46376: [CB] [Major] Add multimodal support to continous batching](https://github.com/huggingface/transformers/pull/46376) — open, draft
+
 ### `harshaljanjani`
 
 - profile: [github.com/harshaljanjani](https://github.com/harshaljanjani)
@@ -663,12 +688,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aitazap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aitazap)
 - repo first seen: `2024-10-21T07:08:47Z`
-- repo last seen: `2026-06-04T10:37:39Z`
+- repo last seen: `2026-06-08T09:53:38Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **34**
 - snapshot authored PRs/issues: **34 PRs / 0 issues**
-- snapshot discussion activity: **56 comments / 55 reviews / 36 review comments**
+- snapshot discussion activity: **57 comments / 55 reviews / 36 review comments**
 - account age: **3139 days**
 - recent public PR activity: **20 PRs** (10 merged / 5 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**)
 - public orgs: none visible
@@ -680,29 +705,6 @@ Example artifacts:
 - [PR #46409: WIP: Add mimimax m2 7](https://github.com/huggingface/transformers/pull/46409) — closed
 - [PR #46341: Fix tokenizer keep_accents defaults and update integration tests](https://github.com/huggingface/transformers/pull/46341) — open
 
-### `remi-or`
-
-- profile: [github.com/remi-or](https://github.com/remi-or)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
-- repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-06-06T03:04:01Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **34**
-- snapshot authored PRs/issues: **34 PRs / 0 issues**
-- snapshot discussion activity: **53 comments / 155 reviews / 164 review comments**
-- account age: **1813 days**
-- recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #46434: [CB] Add a "max_requests_per_batch" parameter](https://github.com/huggingface/transformers/pull/46434) — open
-- [PR #46376: [CB] [Major] Add multimodal support to continous batching](https://github.com/huggingface/transformers/pull/46376) — open, draft
-- [PR #46251: [CB] Fix crashes when fork is not possible](https://github.com/huggingface/transformers/pull/46251) — closed, merged
-
 ### `yonigozlan`
 
 - profile: [github.com/yonigozlan](https://github.com/yonigozlan)
@@ -758,12 +760,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb)
 - repo first seen: `2025-01-20T12:27:19Z`
-- repo last seen: `2026-06-06T11:02:10Z`
+- repo last seen: `2026-06-08T08:13:31Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **25**
 - snapshot authored PRs/issues: **25 PRs / 0 issues**
-- snapshot discussion activity: **42 comments / 163 reviews / 318 review comments**
+- snapshot discussion activity: **43 comments / 163 reviews / 318 review comments**
 - account age: **1607 days**
 - recent public PR activity: **11 PRs** (8 merged / 0 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: none visible
@@ -807,12 +809,12 @@ 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: `2026-06-06T10:04:37Z`
+- repo last seen: `2026-06-08T10:12:58Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **25**
 - snapshot authored PRs/issues: **21 PRs / 4 issues**
-- snapshot discussion activity: **64 comments / 290 reviews / 257 review comments**
+- snapshot discussion activity: **67 comments / 290 reviews / 257 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`
@@ -857,12 +859,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
 - repo first seen: `2025-12-24T11:54:53Z`
-- repo last seen: `2026-06-05T07:31:19Z`
+- repo last seen: `2026-06-08T09:03:05Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **20**
 - snapshot authored PRs/issues: **20 PRs / 0 issues**
-- snapshot discussion activity: **20 comments / 59 reviews / 59 review comments**
+- snapshot discussion activity: **21 comments / 64 reviews / 64 review comments**
 - account age: **1497 days**
 - recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
 - public orgs: none visible
@@ -870,7 +872,7 @@ Example artifacts:
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #46401: [blip_2] Support attn_implementation=sdpa dispatch](https://github.com/huggingface/transformers/pull/46401) — open
+- [PR #46401: [blip_2] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46401) — open
 - [PR #46320: [RecurrentGemma] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46320) — open
 - [PR #46317: [Zamba] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46317) — closed, merged
 
@@ -966,7 +968,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #46383: Add vLLM smoke test to CI](https://github.com/huggingface/transformers/pull/46383) — open
+- [PR #46383: Add vLLM smoke test to CI](https://github.com/huggingface/transformers/pull/46383) — closed, merged
 - [PR #46087: Remove accidentally added `tmp.py`](https://github.com/huggingface/transformers/pull/46087) — closed, merged
 - [PR #45739: DeepSeek OCR specifies an incorrect tokenizer class on the Hub](https://github.com/huggingface/transformers/pull/45739) — closed, merged
 - [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
@@ -1037,7 +1039,7 @@ Example artifacts:
 - heuristic read: **high open PR share**
 
 Example artifacts:
-- [PR #46486: Bound image-processor resize/crop output to prevent unbounded allocation](https://github.com/huggingface/transformers/pull/46486) — open
+- [PR #46486: Bound image-processor resize/crop output to prevent unbounded allocation](https://github.com/huggingface/transformers/pull/46486) — closed
 - [PR #46485: Bound causal-attention mask to prevent unbounded allocation](https://github.com/huggingface/transformers/pull/46485) — open
 - [PR #46484: Bound sinusoidal positional embedding table to prevent unbounded allocation](https://github.com/huggingface/transformers/pull/46484) — open
 - [Issue #45998: Security Vulnerability](https://github.com/huggingface/transformers/issues/45998) — closed
@@ -1178,8 +1180,8 @@ Example artifacts:
 - heuristic read: **young account; extremely high recent PR volume; very broad repo spread**
 
 Example artifacts:
-- [PR #46466: Fix generate masks for unknown layer types](https://github.com/huggingface/transformers/pull/46466) — open
-- [PR #46450: docs: clarify distributed launch for semantic segmentation](https://github.com/huggingface/transformers/pull/46450) — open
+- [PR #46466: Fix generate masks for unknown layer types](https://github.com/huggingface/transformers/pull/46466) — closed
+- [PR #46450: docs: clarify distributed launch for semantic segmentation](https://github.com/huggingface/transformers/pull/46450) — closed
 - [PR #46363: fix: warn before applying HPU torch patches](https://github.com/huggingface/transformers/pull/46363) — closed
 
 ### `zhang-prog`
@@ -1188,12 +1190,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azhang-prog)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azhang-prog)
 - repo first seen: `2025-12-23T11:18:14Z`
-- repo last seen: `2026-05-19T12:24:32Z`
+- repo last seen: `2026-06-08T07:31:22Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **38 comments / 363 reviews / 364 review comments**
+- snapshot discussion activity: **39 comments / 363 reviews / 364 review comments**
 - account age: **2074 days**
 - recent public PR activity: **19 PRs** (16 merged / 2 closed-unmerged / 1 open; merged rate **84%**, closed-unmerged rate **11%**, open rate **5%**)
 - public orgs: none visible
@@ -1258,12 +1260,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan)
 - repo first seen: `2024-10-17T11:56:32Z`
-- repo last seen: `2026-06-05T10:55:11Z`
+- repo last seen: `2026-06-08T10:26:21Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **29 comments / 12 reviews / 15 review comments**
+- snapshot discussion activity: **31 comments / 12 reviews / 15 review comments**
 - account age: **4501 days**
 - recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**)
 - public orgs: `huggingface`
@@ -1399,12 +1401,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aguarin)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguarin)
 - repo first seen: `2026-05-12T18:20:58Z`
-- repo last seen: `2026-06-05T11:24:01Z`
+- repo last seen: `2026-06-08T11:03:25Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **20 comments / 87 reviews / 100 review comments**
+- snapshot discussion activity: **22 comments / 89 reviews / 102 review comments**
 - account age: **2794 days**
 - recent public PR activity: **21 PRs** (19 merged / 0 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **0%**, open rate **10%**)
 - public orgs: `huggingface`
@@ -1598,7 +1600,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume**
 
 Example artifacts:
-- [PR #46437: [Modular Converter] Strip @use_kernelized_func(fn) when fn lacks @use_kernel_func_from_hub](https://github.com/huggingface/transformers/pull/46437) — open
+- [PR #46437: [Modular Converter] Strip @use_kernelized_func(fn) when fn lacks @use_kernel_func_from_hub](https://github.com/huggingface/transformers/pull/46437) — closed
 - [PR #46435: [Tests] Add regression tests for use_kernels=True crash on Qwen3Next and Qwen3.5](https://github.com/huggingface/transformers/pull/46435) — closed
 - [PR #46391: docs: wrap sam3-litetext inference example in torch.inference_mode()](https://github.com/huggingface/transformers/pull/46391) — open
 
@@ -1886,12 +1888,12 @@ 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: `2026-06-05T14:56:43Z`
+- repo last seen: `2026-06-08T08:15:10Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **37 comments / 191 reviews / 551 review comments**
+- snapshot discussion activity: **37 comments / 192 reviews / 553 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
@@ -1910,12 +1912,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASangbumChoi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASangbumChoi)
 - repo first seen: `2024-06-07T00:26:26Z`
-- repo last seen: `2026-06-06T13:52:18Z`
+- repo last seen: `2026-06-08T11:38:55Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 88 reviews / 107 review comments**
+- snapshot discussion activity: **6 comments / 88 reviews / 107 review comments**
 - account age: **3079 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
@@ -2069,29 +2071,6 @@ Example artifacts:
 - [PR #45582: generate: drop stale num_return_sequences warning on continuous batching path](https://github.com/huggingface/transformers/pull/45582) — closed, merged
 - [PR #45080: Fix PreTrainedConfig as Pydantic field type after dataclass conversion](https://github.com/huggingface/transformers/pull/45080) — closed
 
-### `kmswin1`
-
-- profile: [github.com/kmswin1](https://github.com/kmswin1)
-- 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: `2026-04-14T07:23:05Z`
-- 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: **0 comments / 0 reviews / 0 review comments**
-- account age: **3380 days**
-- recent public PR activity: **4 PRs** (1 merged / 2 closed-unmerged / 1 open; merged rate **25%**, closed-unmerged rate **50%**, open rate **25%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #45426: Feature/add axk1](https://github.com/huggingface/transformers/pull/45426) — closed
-- [PR #45334: Feature/add axk1](https://github.com/huggingface/transformers/pull/45334) — closed
-- [PR #44539: Add A.X K1](https://github.com/huggingface/transformers/pull/44539) — closed
-
 ### `vkuzo`
 
 - profile: [github.com/vkuzo](https://github.com/vkuzo)
@@ -2275,7 +2254,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #46464: fix: use _added_tokens_encoder cache instead of property in convert_tokens_to_string and get_vocab](https://github.com/huggingface/transformers/pull/46464) — open
-- [PR #46460: fix: propagate dtype to text sub-config for composite models in Auto classes](https://github.com/huggingface/transformers/pull/46460) — open
+- [PR #46460: fix: propagate dtype to text sub-config for composite models in Auto classes](https://github.com/huggingface/transformers/pull/46460) — closed
 
 ### `Aftabbs`
 
@@ -2406,7 +2385,7 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
-- [PR #46454: Add bhavana to Open Github Wall🍉](https://github.com/huggingface/transformers/pull/46454) — open
+- [PR #46454: Add bhavana to Open Github Wall🍉](https://github.com/huggingface/transformers/pull/46454) — closed
 - [PR #46452: add bhavana to open github wall 🍉](https://github.com/huggingface/transformers/pull/46452) — closed
 
 ### `blipbyte`
@@ -2516,7 +2495,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #46372: Fix: interleaved RoPE application for MLA and Support Index Cache DSA indexer skip-topk sharing for GLM5](https://github.com/huggingface/transformers/pull/46372) — open
+- [PR #46372: Fix: interleaved RoPE application for MLA and Support Index Cache DSA indexer skip-topk sharing for GLM5](https://github.com/huggingface/transformers/pull/46372) — closed, merged
 - [PR #46338: Fix incorrect attribute mapping relationships in GLM MoE DSA Config](https://github.com/huggingface/transformers/pull/46338) — closed, merged
 
 ### `fyhon`
@@ -3449,6 +3428,29 @@ Example artifacts:
 - [PR #44146: Ensure final evaluation runs with step-based evaluation strategy](https://github.com/huggingface/transformers/pull/44146) — closed, merged
 - [PR #42428: logic to select tf32 API as per Pytorch version](https://github.com/huggingface/transformers/pull/42428) — closed, merged
 
+### `kmswin1`
+
+- profile: [github.com/kmswin1](https://github.com/kmswin1)
+- 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: `2026-04-14T07:23:05Z`
+- 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: **0 comments / 0 reviews / 0 review comments**
+- account age: **3380 days**
+- recent public PR activity: **4 PRs** (1 merged / 2 closed-unmerged / 1 open; merged rate **25%**, closed-unmerged rate **50%**, open rate **25%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #45426: Feature/add axk1](https://github.com/huggingface/transformers/pull/45426) — closed
+- [PR #45334: Feature/add axk1](https://github.com/huggingface/transformers/pull/45334) — closed
+- [PR #44539: Add A.X K1](https://github.com/huggingface/transformers/pull/44539) — closed
+
 ### `oliverholworthy`
 
 - profile: [github.com/oliverholworthy](https://github.com/oliverholworthy)
@@ -3564,28 +3566,6 @@ Example artifacts:
 - [PR #45365: Refactor GPT-J output tracing to use standardized decorators](https://github.com/huggingface/transformers/pull/45365) — closed
 - [PR #44411: Update agentic contributions guidelines in AGENTS.md to force yielding.](https://github.com/huggingface/transformers/pull/44411) — closed, merged
 
-### `eladsegal`
-
-- profile: [github.com/eladsegal](https://github.com/eladsegal)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeladsegal)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeladsegal)
-- repo first seen: `2026-04-09T05:56:31Z`
-- repo last seen: `2026-06-04T14:28:23Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **3919 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45333: Add heterogeneous config support (per-layer configuration)](https://github.com/huggingface/transformers/pull/45333) — open
-- [PR #45332: Add heterogeneous model support (per-layer config and modeling)](https://github.com/huggingface/transformers/pull/45332) — open
-
 ### `ezylopx5`
 
 - profile: [github.com/ezylopx5](https://github.com/ezylopx5)
@@ -5093,7 +5073,7 @@ Example artifacts:
 - repo first seen: `2026-06-05T19:41:55Z`
 - repo last seen: `2026-06-05T20:24:11Z`
 - 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: **1 comments / 0 reviews / 0 review comments**
@@ -5104,7 +5084,7 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #46457: Fix missing labels warning in Trainer evaluation loop (#28530)](https://github.com/huggingface/transformers/pull/46457) — open
+- [PR #46457: Fix missing labels warning in Trainer evaluation loop (#28530)](https://github.com/huggingface/transformers/pull/46457) — closed
 
 ### `aryanp2107`
 
@@ -5175,12 +5155,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAzeezIsh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAzeezIsh)
 - repo first seen: `2026-06-04T16:46:37Z`
-- repo last seen: `2026-06-05T01:38:54Z`
+- repo last seen: `2026-06-08T07:21:07Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **1 comments / 3 reviews / 3 review comments**
 - account age: **1650 days**
 - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
@@ -5863,6 +5843,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45708: fix(pytorch_utils): per-instance lru_cache to fix RT-DETR memory leak](https://github.com/huggingface/transformers/pull/45708) — closed
 
+### `Goutam16-Withcode`
+
+- profile: [github.com/Goutam16-Withcode](https://github.com/Goutam16-Withcode)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AGoutam16-Withcode)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AGoutam16-Withcode)
+- repo first seen: `2026-06-08T11:27:05Z`
+- repo last seen: `2026-06-08T11:27:05Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **666 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46497: Fix bugs in CI workflows, utils logic, and documentation syntax errors](https://github.com/huggingface/transformers/pull/46497) — open
+
 ### `GuaiZai233`
 
 - profile: [github.com/GuaiZai233](https://github.com/GuaiZai233)
@@ -6808,6 +6809,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46397: Raise tqdm minimum to 4.60 to match tqdm.contrib.logging import](https://github.com/huggingface/transformers/pull/46397) — closed, merged
 
+### `NicolasHug`
+
+- profile: [github.com/NicolasHug](https://github.com/NicolasHug)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ANicolasHug)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ANicolasHug)
+- repo first seen: `2026-06-08T11:13:46Z`
+- repo last seen: `2026-06-08T11:13:46Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **5321 days**
+- recent public PR activity: **135 PRs** (119 merged / 13 closed-unmerged / 3 open; merged rate **88%**, closed-unmerged rate **10%**, open rate **2%**)
+- public orgs: `scikit-learn`, `pytorch`, `fairinternal`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **extremely high recent PR volume**
+
+Example artifacts:
+- [PR #46496: Perf: use torchvision's native LANCZOS interpolation](https://github.com/huggingface/transformers/pull/46496) — open, draft
+
 ### `Oneirag`
 
 - profile: [github.com/Oneirag](https://github.com/Oneirag)
@@ -7543,6 +7565,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46350: Fix noisy logging from image_processing module aliases issue - 46298](https://github.com/huggingface/transformers/pull/46350) — closed, merged
 
+### `Snakinya`
+
+- profile: [github.com/Snakinya](https://github.com/Snakinya)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASnakinya)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASnakinya)
+- repo first seen: `2026-06-08T10:08:10Z`
+- repo last seen: `2026-06-08T10:08:10Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2115 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46494: [Security] Fix incomplete setattr filtering in ImageProcessor and FeatureExtractor](https://github.com/huggingface/transformers/pull/46494) — open
+
 ### `snehasuman019`
 
 - profile: [github.com/snehasuman019](https://github.com/snehasuman019)
@@ -7970,7 +8013,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayuekaizhang)
 - repo first seen: `2026-06-08T05:30:02Z`
 - repo last seen: `2026-06-08T05:30:02Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **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 62512
+oid sha256:949909a22bc642c2e351c2f50610259d0b972b12dae836a5429b96d96b049ab6
+size 62883

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260608T060044Z",
-  "generated_at": "2026-06-08T06:01:54Z",
-  "cluster_count": 68,
+  "snapshot_id": "20260608T120020Z",
+  "generated_at": "2026-06-08T12:02:39Z",
+  "cluster_count": 66,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -16,10 +16,10 @@
         44660,
         45055,
         45067,
-        46457
+        45273
       ],
       "representative_pr_number": 45067,
-      "average_similarity": 0.447,
+      "average_similarity": 0.425,
       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
       "shared_filenames": [
         "src/transformers/trainer.py"
@@ -33,7 +33,7 @@
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           "right_pr_number": 45067,
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@@ -45,27 +45,11 @@
             "src"
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           "left_pr_number": 43663,
           "right_pr_number": 45067,
-          "similarity": 0.624,
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           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -80,8 +64,8 @@
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           "right_pr_number": 43663,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -96,8 +80,8 @@
         {
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           "right_pr_number": 45067,
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           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -110,11 +94,11 @@
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-          "right_pr_number": 46457,
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+          "content_similarity": 0.406,
+          "size_similarity": 0.455,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -126,11 +110,11 @@
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@@ -142,11 +126,11 @@
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-          "right_pr_number": 44660,
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-          "size_similarity": 1.0,
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+          "right_pr_number": 45067,
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           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -158,11 +142,11 @@
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-          "left_pr_number": 43663,
-          "right_pr_number": 46457,
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           "shared_filenames": [
@@ -174,11 +158,11 @@
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-          "right_pr_number": 45067,
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+      "average_similarity": 0.426,
       "summary": "6 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`, `src/transformers/generation/utils.py`; representative PR #46474.",
       "shared_filenames": [
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@@ -1514,8 +1514,8 @@
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@@ -1534,8 +1534,8 @@
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@@ -1568,7 +1568,7 @@
         {
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+          "similarity": 0.532,
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@@ -1603,8 +1603,8 @@
         {
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@@ -1622,8 +1622,8 @@
         {
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@@ -1641,8 +1641,8 @@
         {
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@@ -1657,7 +1657,7 @@
         {
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-          "similarity": 0.243,
+          "similarity": 0.242,
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@@ -1672,15 +1672,13 @@
         },
         {
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-          "size_similarity": 0.084,
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-          "concentration_similarity": 0.642,
-          "shared_filenames": [
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+          "content_similarity": 0.005,
+          "size_similarity": 0.6,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.933,
+          "shared_filenames": [],
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@@ -1688,13 +1686,15 @@
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         {
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-          "concentration_similarity": 0.933,
-          "shared_filenames": [],
+          "right_pr_number": 46446,
+          "similarity": 0.189,
+          "content_similarity": 0.168,
+          "size_similarity": 0.084,
+          "breadth_similarity": 0.267,
+          "concentration_similarity": 0.642,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
           "shared_directories": [
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             "src"
@@ -1703,8 +1703,8 @@
         {
           "left_pr_number": 46173,
           "right_pr_number": 46446,
-          "similarity": 0.15,
-          "content_similarity": 0.126,
+          "similarity": 0.149,
+          "content_similarity": 0.125,
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@@ -1965,7 +1965,7 @@
         46414
       ],
       "representative_pr_number": 46414,
-      "average_similarity": 0.569,
+      "average_similarity": 0.568,
       "summary": "4 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #46414.",
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@@ -1986,7 +1986,7 @@
           "left_pr_number": 42975,
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+          "content_similarity": 0.742,
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           "breadth_similarity": 0.902,
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@@ -2132,7 +2132,7 @@
         46013
       ],
       "representative_pr_number": 43549,
-      "average_similarity": 0.529,
+      "average_similarity": 0.528,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
       "shared_filenames": [
         "src/transformers/modeling_flash_attention_utils.py"
@@ -2161,7 +2161,7 @@
         {
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+          "similarity": 0.539,
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           "breadth_similarity": 1.0,
@@ -2178,7 +2178,7 @@
           "left_pr_number": 44547,
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+          "content_similarity": 0.289,
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@@ -2249,7 +2249,7 @@
         45996
       ],
       "representative_pr_number": 45635,
-      "average_similarity": 0.527,
+      "average_similarity": 0.528,
       "summary": "4 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.",
       "shared_filenames": [
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@@ -2343,8 +2343,8 @@
         {
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@@ -2360,8 +2360,8 @@
         {
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@@ -2385,7 +2385,7 @@
         45985
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       "representative_pr_number": 45985,
-      "average_similarity": 0.505,
+      "average_similarity": 0.504,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -2399,8 +2399,8 @@
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@@ -2467,8 +2467,8 @@
         {
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@@ -2484,8 +2484,8 @@
         {
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@@ -2598,8 +2598,8 @@
         {
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+          "similarity": 0.431,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2690,7 +2690,7 @@
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@@ -2707,7 +2707,7 @@
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@@ -2724,7 +2724,7 @@
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@@ -2773,8 +2773,8 @@
         {
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           "breadth_similarity": 0.06,
           "concentration_similarity": 0.8,
@@ -2794,7 +2794,7 @@
           "left_pr_number": 46126,
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+          "content_similarity": 0.352,
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@@ -2835,8 +2835,8 @@
         {
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-          "similarity": 0.627,
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           "concentration_similarity": 1.0,
@@ -2870,7 +2870,7 @@
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@@ -2920,8 +2920,8 @@
         {
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-          "similarity": 0.248,
-          "content_similarity": 0.18,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 0.421,
@@ -3070,7 +3070,7 @@
           "left_pr_number": 43469,
           "right_pr_number": 46364,
           "similarity": 0.386,
-          "content_similarity": 0.352,
+          "content_similarity": 0.351,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.75,
@@ -3143,8 +3143,8 @@
         {
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           "right_pr_number": 44676,
-          "similarity": 0.415,
-          "content_similarity": 0.503,
+          "similarity": 0.414,
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           "breadth_similarity": 0.333,
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@@ -3235,90 +3235,6 @@
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-      "summary": "3 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.",
-      "shared_filenames": [
-        "tests/peft_integration/test_peft_integration.py",
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-          "content_similarity": 0.679,
-          "size_similarity": 0.435,
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-          "concentration_similarity": 0.773,
-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "tests/peft_integration",
-            "src",
-            "tests"
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-        {
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-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
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-          "size_similarity": 0.125,
-          "breadth_similarity": 0.464,
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-          "shared_filenames": [
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-            "tests/peft_integration/test_peft_integration.py"
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-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "tests/peft_integration",
-            "src",
-            "tests"
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@@ -3327,7 +3243,7 @@
         46483
       ],
       "representative_pr_number": 46436,
-      "average_similarity": 0.496,
+      "average_similarity": 0.494,
       "summary": "3 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #46436.",
       "shared_filenames": [
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@@ -3344,8 +3260,8 @@
         {
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.819,
@@ -3364,8 +3280,8 @@
         {
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.922,
@@ -3383,8 +3299,8 @@
         {
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-          "similarity": 0.431,
-          "content_similarity": 0.233,
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@@ -3481,7 +3397,7 @@
         46091
       ],
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-      "average_similarity": 0.46,
+      "average_similarity": 0.462,
       "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45293.",
       "shared_filenames": [
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@@ -3500,11 +3416,11 @@
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+          "size_similarity": 0.16,
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           "shared_filenames": [
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@@ -3541,11 +3457,11 @@
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-          "size_similarity": 0.22,
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+          "size_similarity": 0.216,
           "breadth_similarity": 0.667,
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+          "concentration_similarity": 0.862,
           "shared_filenames": [
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           ],
@@ -3567,7 +3483,7 @@
         45655
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       "representative_pr_number": 45649,
-      "average_similarity": 0.454,
+      "average_similarity": 0.455,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
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@@ -3580,8 +3496,8 @@
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@@ -3596,8 +3512,8 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3612,8 +3528,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45655,
-          "similarity": 0.35,
-          "content_similarity": 0.281,
+          "similarity": 0.352,
+          "content_similarity": 0.283,
           "size_similarity": 0.191,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -3790,7 +3706,7 @@
         45783
       ],
       "representative_pr_number": 45783,
-      "average_similarity": 0.406,
+      "average_similarity": 0.405,
       "summary": "3 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/florence2/modeling_florence2.py`; representative PR #45783.",
       "shared_filenames": [
         "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
@@ -3867,49 +3783,133 @@
             "src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py"
           ],
           "shared_directories": [
-            "src/transformers/models/aria",
-            "src/transformers/models/aya_vision",
-            "src/transformers/models/blip_2",
-            "src/transformers/models/chameleon",
-            "src/transformers/models/cohere2_vision",
-            "src/transformers/models/deepseek_vl",
-            "src/transformers/models/deepseek_vl_hybrid",
-            "src/transformers/models/emu3",
-            "src/transformers/models/ernie4_5_vl_moe",
-            "src/transformers/models/fast_vlm"
+            "src/transformers/models/aria",
+            "src/transformers/models/aya_vision",
+            "src/transformers/models/blip_2",
+            "src/transformers/models/chameleon",
+            "src/transformers/models/cohere2_vision",
+            "src/transformers/models/deepseek_vl",
+            "src/transformers/models/deepseek_vl_hybrid",
+            "src/transformers/models/emu3",
+            "src/transformers/models/ernie4_5_vl_moe",
+            "src/transformers/models/fast_vlm"
+          ]
+        },
+        {
+          "left_pr_number": 43446,
+          "right_pr_number": 44907,
+          "similarity": 0.332,
+          "content_similarity": 0.317,
+          "size_similarity": 0.219,
+          "breadth_similarity": 0.322,
+          "concentration_similarity": 0.899,
+          "shared_filenames": [
+            "src/transformers/models/aria/modeling_aria.py",
+            "src/transformers/models/aya_vision/modeling_aya_vision.py",
+            "src/transformers/models/blip_2/modeling_blip_2.py",
+            "src/transformers/models/chameleon/modeling_chameleon.py",
+            "src/transformers/models/cohere2_vision/modeling_cohere2_vision.py",
+            "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
+            "src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py",
+            "src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py",
+            "src/transformers/models/emu3/modeling_emu3.py",
+            "src/transformers/models/emu3/modular_emu3.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/aria",
+            "src/transformers/models/aya_vision",
+            "src/transformers/models/blip_2",
+            "src/transformers/models/chameleon",
+            "src/transformers/models/cohere2_vision",
+            "src/transformers/models/deepseek_vl",
+            "src/transformers/models/deepseek_vl_hybrid",
+            "src/transformers/models/emu3",
+            "src/transformers/models/ernie4_5_vl_moe",
+            "src/transformers/models/fast_vlm"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-43532-3",
+      "pr_numbers": [
+        43532,
+        43649,
+        46497
+      ],
+      "representative_pr_number": 43532,
+      "average_similarity": 0.396,
+      "summary": "3 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
+      "shared_filenames": [
+        ".github/workflows/self-comment-ci.yml",
+        "utils/notification_service.py",
+        ".github/workflows/self-scheduled.yml",
+        "tests/models/vit/test_modeling_vit.py"
+      ],
+      "shared_directories": [
+        ".github/workflows",
+        ".github",
+        "utils",
+        "tests/models/vit",
+        "tests/models",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 43532,
+          "right_pr_number": 43649,
+          "similarity": 0.502,
+          "content_similarity": 0.444,
+          "size_similarity": 0.395,
+          "breadth_similarity": 0.875,
+          "concentration_similarity": 0.893,
+          "shared_filenames": [
+            ".github/workflows/self-comment-ci.yml",
+            ".github/workflows/self-scheduled.yml",
+            "tests/models/vit/test_modeling_vit.py",
+            "utils/notification_service.py"
+          ],
+          "shared_directories": [
+            "tests/models/vit",
+            ".github/workflows",
+            "tests/models",
+            ".github",
+            "tests",
+            "utils"
+          ]
+        },
+        {
+          "left_pr_number": 43532,
+          "right_pr_number": 46497,
+          "similarity": 0.349,
+          "content_similarity": 0.261,
+          "size_similarity": 0.269,
+          "breadth_similarity": 0.875,
+          "concentration_similarity": 0.77,
+          "shared_filenames": [
+            ".github/workflows/self-comment-ci.yml"
+          ],
+          "shared_directories": [
+            ".github/workflows",
+            ".github",
+            "utils"
           ]
         },
         {
-          "left_pr_number": 43446,
-          "right_pr_number": 44907,
-          "similarity": 0.332,
-          "content_similarity": 0.317,
-          "size_similarity": 0.219,
-          "breadth_similarity": 0.322,
-          "concentration_similarity": 0.899,
+          "left_pr_number": 43649,
+          "right_pr_number": 46497,
+          "similarity": 0.336,
+          "content_similarity": 0.252,
+          "size_similarity": 0.106,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.877,
           "shared_filenames": [
-            "src/transformers/models/aria/modeling_aria.py",
-            "src/transformers/models/aya_vision/modeling_aya_vision.py",
-            "src/transformers/models/blip_2/modeling_blip_2.py",
-            "src/transformers/models/chameleon/modeling_chameleon.py",
-            "src/transformers/models/cohere2_vision/modeling_cohere2_vision.py",
-            "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
-            "src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py",
-            "src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py",
-            "src/transformers/models/emu3/modeling_emu3.py",
-            "src/transformers/models/emu3/modular_emu3.py"
+            ".github/workflows/self-comment-ci.yml"
           ],
           "shared_directories": [
-            "src/transformers/models/aria",
-            "src/transformers/models/aya_vision",
-            "src/transformers/models/blip_2",
-            "src/transformers/models/chameleon",
-            "src/transformers/models/cohere2_vision",
-            "src/transformers/models/deepseek_vl",
-            "src/transformers/models/deepseek_vl_hybrid",
-            "src/transformers/models/emu3",
-            "src/transformers/models/ernie4_5_vl_moe",
-            "src/transformers/models/fast_vlm"
+            ".github/workflows",
+            ".github",
+            "utils"
           ]
         }
       ]
@@ -3922,7 +3922,7 @@
         44550
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.365,
+      "average_similarity": 0.364,
       "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -3935,8 +3935,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.387,
-          "content_similarity": 0.124,
+          "similarity": 0.385,
+          "content_similarity": 0.122,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3951,8 +3951,8 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 44550,
-          "similarity": 0.359,
-          "content_similarity": 0.093,
+          "similarity": 0.357,
+          "content_similarity": 0.091,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3966,8 +3966,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44407,
-          "similarity": 0.35,
-          "content_similarity": 0.08,
+          "similarity": 0.348,
+          "content_similarity": 0.079,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3988,7 +3988,7 @@
         45917
       ],
       "representative_pr_number": 44981,
-      "average_similarity": 0.361,
+      "average_similarity": 0.362,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44981.",
       "shared_filenames": [
         "src/transformers/trainer.py"
@@ -4003,8 +4003,8 @@
         {
           "left_pr_number": 44889,
           "right_pr_number": 44981,
-          "similarity": 0.399,
-          "content_similarity": 0.157,
+          "similarity": 0.4,
+          "content_similarity": 0.158,
           "size_similarity": 0.991,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.812,
@@ -4022,7 +4022,7 @@
           "left_pr_number": 44981,
           "right_pr_number": 45917,
           "similarity": 0.355,
-          "content_similarity": 0.11,
+          "content_similarity": 0.109,
           "size_similarity": 0.87,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.959,
@@ -4265,6 +4265,69 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46434-2",
+      "pr_numbers": [
+        46434,
+        46490
+      ],
+      "representative_pr_number": 46434,
+      "average_similarity": 0.888,
+      "summary": "2 open PRs share weighted file overlap around `benchmark_v2/benchmark_scripts/continuous_batching_overall.py`, `src/transformers/generation/continuous_batching/cache.py`, `src/transformers/generation/continuous_batching/cb_logits_processors.py`; representative PR #46434.",
+      "shared_filenames": [
+        "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
+        "src/transformers/generation/continuous_batching/cache.py",
+        "src/transformers/generation/continuous_batching/cb_logits_processors.py",
+        "src/transformers/generation/continuous_batching/continuous_api.py",
+        "src/transformers/generation/continuous_batching/initialization.py",
+        "src/transformers/generation/continuous_batching/input_outputs.py",
+        "src/transformers/generation/continuous_batching/model_runner.py",
+        "src/transformers/generation/continuous_batching/scheduler.py"
+      ],
+      "shared_directories": [
+        "src/transformers/generation/continuous_batching",
+        "src/transformers/generation",
+        "benchmark_v2/benchmark_scripts",
+        "tests/generation",
+        "src/transformers",
+        "benchmark_v2",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46434,
+          "right_pr_number": 46490,
+          "similarity": 0.888,
+          "content_similarity": 0.901,
+          "size_similarity": 0.779,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.802,
+          "shared_filenames": [
+            "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
+            "src/transformers/generation/configuration_utils.py",
+            "src/transformers/generation/continuous_batching/cache.py",
+            "src/transformers/generation/continuous_batching/cb_logits_processors.py",
+            "src/transformers/generation/continuous_batching/continuous_api.py",
+            "src/transformers/generation/continuous_batching/initialization.py",
+            "src/transformers/generation/continuous_batching/input_outputs.py",
+            "src/transformers/generation/continuous_batching/model_runner.py",
+            "src/transformers/generation/continuous_batching/scheduler.py",
+            "src/transformers/generation/continuous_batching/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation/continuous_batching",
+            "src/transformers/generation",
+            "benchmark_v2/benchmark_scripts",
+            "src/transformers",
+            "tests/generation",
+            "benchmark_v2",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45847-2",
       "pr_numbers": [
@@ -4580,7 +4643,7 @@
         46461
       ],
       "representative_pr_number": 42824,
-      "average_similarity": 0.717,
+      "average_similarity": 0.715,
       "summary": "2 open PRs share weighted file overlap around `tests/utils/test_feature_extraction_utils.py`, `src/transformers/feature_extraction_utils.py`; representative PR #42824.",
       "shared_filenames": [
         "tests/utils/test_feature_extraction_utils.py",
@@ -4596,8 +4659,8 @@
         {
           "left_pr_number": 42824,
           "right_pr_number": 46461,
-          "similarity": 0.717,
-          "content_similarity": 0.747,
+          "similarity": 0.715,
+          "content_similarity": 0.745,
           "size_similarity": 0.652,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.928,
@@ -4768,6 +4831,49 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45682-2",
+      "pr_numbers": [
+        45682,
+        46442
+      ],
+      "representative_pr_number": 45682,
+      "average_similarity": 0.614,
+      "summary": "2 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.",
+      "shared_filenames": [
+        "tests/peft_integration/test_peft_integration.py",
+        "src/transformers/integrations/peft.py"
+      ],
+      "shared_directories": [
+        "src/transformers/integrations",
+        "tests/peft_integration",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45682,
+          "right_pr_number": 46442,
+          "similarity": 0.614,
+          "content_similarity": 0.685,
+          "size_similarity": 0.435,
+          "breadth_similarity": 0.31,
+          "concentration_similarity": 0.773,
+          "shared_filenames": [
+            "src/transformers/integrations/peft.py",
+            "tests/peft_integration/test_peft_integration.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "tests/peft_integration",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45932-2",
       "pr_numbers": [
@@ -4802,7 +4908,7 @@
           "left_pr_number": 45932,
           "right_pr_number": 46174,
           "similarity": 0.596,
-          "content_similarity": 0.637,
+          "content_similarity": 0.636,
           "size_similarity": 0.248,
           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -4855,7 +4961,7 @@
           "left_pr_number": 44228,
           "right_pr_number": 46324,
           "similarity": 0.563,
-          "content_similarity": 0.599,
+          "content_similarity": 0.6,
           "size_similarity": 0.259,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.926,
@@ -4910,53 +5016,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-46460-2",
-      "pr_numbers": [
-        46460,
-        46464
-      ],
-      "representative_pr_number": 46460,
-      "average_similarity": 0.548,
-      "summary": "2 open PRs share weighted file overlap around `tests/models/qwen3_5/test_modeling_qwen3_5.py`, `src/transformers/models/auto/auto_factory.py`; representative PR #46460.",
-      "shared_filenames": [
-        "tests/models/qwen3_5/test_modeling_qwen3_5.py",
-        "src/transformers/models/auto/auto_factory.py"
-      ],
-      "shared_directories": [
-        "src/transformers/models/auto",
-        "tests/models/qwen3_5",
-        "src/transformers/models",
-        "tests/models",
-        "src/transformers",
-        "tests",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 46460,
-          "right_pr_number": 46464,
-          "similarity": 0.548,
-          "content_similarity": 0.585,
-          "size_similarity": 0.485,
-          "breadth_similarity": 0.333,
-          "concentration_similarity": 0.648,
-          "shared_filenames": [
-            "src/transformers/models/auto/auto_factory.py",
-            "tests/models/qwen3_5/test_modeling_qwen3_5.py"
-          ],
-          "shared_directories": [
-            "src/transformers/models/auto",
-            "src/transformers/models",
-            "tests/models/qwen3_5",
-            "src/transformers",
-            "tests/models",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-45332-2",
       "pr_numbers": [
@@ -4985,7 +5044,7 @@
           "left_pr_number": 45332,
           "right_pr_number": 45333,
           "similarity": 0.546,
-          "content_similarity": 0.583,
+          "content_similarity": 0.582,
           "size_similarity": 0.264,
           "breadth_similarity": 0.542,
           "concentration_similarity": 0.883,
@@ -5068,7 +5127,7 @@
           "left_pr_number": 45541,
           "right_pr_number": 46177,
           "similarity": 0.525,
-          "content_similarity": 0.425,
+          "content_similarity": 0.424,
           "size_similarity": 0.519,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -5116,7 +5175,7 @@
           "left_pr_number": 44114,
           "right_pr_number": 45720,
           "similarity": 0.511,
-          "content_similarity": 0.438,
+          "content_similarity": 0.437,
           "size_similarity": 0.549,
           "breadth_similarity": 0.727,
           "concentration_similarity": 0.999,
@@ -5154,7 +5213,7 @@
         45128
       ],
       "representative_pr_number": 45056,
-      "average_similarity": 0.509,
+      "average_similarity": 0.508,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
       "shared_filenames": [
         "src/transformers/utils/auto_docstring.py"
@@ -5168,8 +5227,8 @@
         {
           "left_pr_number": 45056,
           "right_pr_number": 45128,
-          "similarity": 0.509,
-          "content_similarity": 0.407,
+          "similarity": 0.508,
+          "content_similarity": 0.406,
           "size_similarity": 0.669,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.724,
@@ -5184,55 +5243,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-43532-2",
-      "pr_numbers": [
-        43532,
-        43649
-      ],
-      "representative_pr_number": 43532,
-      "average_similarity": 0.506,
-      "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",
-        ".github/workflows/self-comment-ci.yml",
-        ".github/workflows/self-scheduled.yml",
-        "tests/models/vit/test_modeling_vit.py"
-      ],
-      "shared_directories": [
-        "tests/models/vit",
-        ".github/workflows",
-        "tests/models",
-        ".github",
-        "utils",
-        "tests"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 43532,
-          "right_pr_number": 43649,
-          "similarity": 0.506,
-          "content_similarity": 0.45,
-          "size_similarity": 0.395,
-          "breadth_similarity": 0.875,
-          "concentration_similarity": 0.893,
-          "shared_filenames": [
-            ".github/workflows/self-comment-ci.yml",
-            ".github/workflows/self-scheduled.yml",
-            "tests/models/vit/test_modeling_vit.py",
-            "utils/notification_service.py"
-          ],
-          "shared_directories": [
-            "tests/models/vit",
-            ".github/workflows",
-            "tests/models",
-            ".github",
-            "tests",
-            "utils"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-45110-2",
       "pr_numbers": [
@@ -5650,49 +5660,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-45017-2",
-      "pr_numbers": [
-        45017,
-        46372
-      ],
-      "representative_pr_number": 45017,
-      "average_similarity": 0.432,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py`, `src/transformers/models/glm_moe_dsa/configuration_glm_moe_dsa.py`, `src/transformers/models/glm_moe_dsa/modular_glm_moe_dsa.py`; representative PR #45017.",
-      "shared_filenames": [
-        "src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py",
-        "src/transformers/models/glm_moe_dsa/configuration_glm_moe_dsa.py",
-        "src/transformers/models/glm_moe_dsa/modular_glm_moe_dsa.py"
-      ],
-      "shared_directories": [
-        "src/transformers/models/glm_moe_dsa",
-        "src/transformers/models",
-        "src/transformers",
-        "src"
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