Refresh transformers dataset snapshot 20260603T120101Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260603T060020Z`
+- latest snapshot: `20260603T120101Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7dea536a172fff40be0810ebfb9cd996d8f54a1464bde71bd736a84599f2f396
-size 2699970
+oid sha256:83dee9fdd6a99155b0fab12eec36f3b0c5e1de3b8e153aee31fb5757eff8b71d
+size 2708409

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d67756ad281339e3f831f63a8007a635235e42863c2525fb792dcc73f40bfc71
-size 825187
+oid sha256:8b0dd9a9c8f29435e216db04533439efb03c7ed1d69efa17a50796b035bbba95
+size 825272

issue_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b83e0ccfae6b2081cf6e5f8e4fd7c4a8fb96be46503f432be8172a752f4f3ab4
-size 875206
+oid sha256:16b956baec253f84b8950714d39c443f652bf6765bf970299b01f8a06772a4db
+size 877246

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:71a9b1db971855a3ce4b3bb857d8a2ac3b2e2e384b6b48e4cbf59abcf846db75
-size 1105294
+oid sha256:24d8ea10c3b2d0134bc981e64a4db26fac75bde6f7303b61582f7921c6193500
+size 1110270

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fbc2df29d7e3436402e3b72d6fba5e7f3e4f591e888b4ce0d6fa764c0d1471ed
-size 51175
+oid sha256:609c3fb33b72aca3ce7d58862108a28e0ae63675f422926533c44e1ca6760f81
+size 51302

manifest.json

@@ -1,41 +1,41 @@
 {
   "artifacts": {
-    "archived_pr_scope_clusters_json": "snapshots/20260603T060020Z/pr-scope-clusters.json",
+    "archived_pr_scope_clusters_json": "snapshots/20260603T120101Z/pr-scope-clusters.json",
     "new_contributors_json": "new-contributors-report.json",
     "new_contributors_markdown": "new-contributors-report.md",
     "new_contributors_parquet": "new_contributors.parquet",
     "pr_scope_clusters_json": "pr-scope-clusters.json"
   },
   "counts": {
-    "comments": 12455,
-    "issues": 805,
-    "links": 4201,
+    "comments": 12504,
+    "issues": 808,
+    "links": 4211,
     "new_contributors": 347,
-    "pr_diffs": 2577,
-    "pr_files": 35201,
-    "pull_requests": 2577,
-    "review_comments": 15929,
-    "reviews": 9292,
-    "timeline_events": 51247
+    "pr_diffs": 2587,
+    "pr_files": 35242,
+    "pull_requests": 2587,
+    "review_comments": 15973,
+    "reviews": 9335,
+    "timeline_events": 51422
   },
-  "crawl_started_at": "2026-06-03T06:00:20Z",
+  "crawl_started_at": "2026-06-03T12:01:01Z",
   "delta_counts": {
-    "comments": 18,
-    "issue_stubs": 21,
-    "issues": 3,
-    "links": 15,
-    "pr_diffs": 18,
-    "pr_files": 404,
-    "pull_requests": 18,
-    "review_comments": 46,
-    "reviews": 41,
-    "timeline_events": 349
+    "comments": 49,
+    "issue_stubs": 47,
+    "issues": 6,
+    "links": 59,
+    "pr_diffs": 41,
+    "pr_files": 671,
+    "pull_requests": 41,
+    "review_comments": 425,
+    "reviews": 256,
+    "timeline_events": 1170
   },
-  "extracted_at": "2026-06-03T06:00:20Z",
+  "extracted_at": "2026-06-03T12:01:01Z",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260603T060020Z",
+  "snapshot_id": "20260603T120101Z",
   "watermark": {
-    "effective_since": "2026-06-03T00:00:24Z",
-    "next_since": "2026-06-03T06:00:20Z"
+    "effective_since": "2026-06-03T06:00:20Z",
+    "next_since": "2026-06-03T12:01:01Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260603T060020Z",
-  "generated_at": "2026-06-03T06:01:25Z",
+  "snapshot_id": "20260603T120101Z",
+  "generated_at": "2026-06-03T12:03:10Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
     "selected_contributors": 347,
-    "first_seen_in_snapshot": 1,
-    "known_via_prior_merged_pr": 160,
-    "previous_primary_author_count": 1270,
-    "selected_seen_in_previous_primary": 346,
+    "first_seen_in_snapshot": 2,
+    "known_via_prior_merged_pr": 159,
+    "previous_primary_author_count": 1272,
+    "selected_seen_in_previous_primary": 345,
     "previous_report_contributor_count": 347,
-    "selected_overlap_previous_report": 346,
-    "selected_overlap_previous_report_rate": 0.9971,
-    "reused_previous_report_entries": 342,
-    "reused_known_merged_contributors": 157,
-    "live_fetches": 5,
+    "selected_overlap_previous_report": 345,
+    "selected_overlap_previous_report_rate": 0.9942,
+    "reused_previous_report_entries": 341,
+    "reused_known_merged_contributors": 156,
+    "live_fetches": 6,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 7.251,
-    "enrichment_avg_seconds_per_author": 0.021,
+    "enrichment_elapsed_seconds": 8.214,
+    "enrichment_avg_seconds_per_author": 0.024,
     "enrichment_failures": 4
   },
   "contributors": [
@@ -222,14 +222,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh",
       "repo_first_seen_at": "2025-03-31T13:54:54Z",
-      "repo_last_seen_at": "2026-06-02T14:15:55Z",
-      "repo_primary_artifact_count": 90,
-      "repo_artifact_count": 586,
+      "repo_last_seen_at": "2026-06-03T09:39:45Z",
+      "repo_primary_artifact_count": 91,
+      "repo_artifact_count": 589,
       "snapshot_issue_count": 0,
-      "snapshot_pr_count": 90,
+      "snapshot_pr_count": 91,
       "snapshot_comment_count": 126,
-      "snapshot_review_count": 217,
-      "snapshot_review_comment_count": 153,
+      "snapshot_review_count": 218,
+      "snapshot_review_comment_count": 154,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -257,6 +257,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46371,
+            "title": "Fix wrong changes produced by style/repo. check bot",
+            "url": "https://github.com/huggingface/transformers/pull/46371",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-03T08:13:59Z"
+          },
           {
             "kind": "pull_request",
             "number": 46346,
@@ -276,16 +286,6 @@
             "merged": true,
             "draft": false,
             "created_at": "2026-06-02T10:25:58Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 46327,
-            "title": "fix: remove dynamic per-actor Slack ID lookup in ssh-runner workflow",
-            "url": "https://github.com/huggingface/transformers/pull/46327",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-06-01T14:03:02Z"
           }
         ],
         "issues": []
@@ -299,11 +299,11 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu",
       "repo_first_seen_at": "2025-06-20T09:58:55Z",
-      "repo_last_seen_at": "2026-06-03T02:58:53Z",
-      "repo_primary_artifact_count": 93,
-      "repo_artifact_count": 353,
+      "repo_last_seen_at": "2026-06-03T07:23:55Z",
+      "repo_primary_artifact_count": 94,
+      "repo_artifact_count": 354,
       "snapshot_issue_count": 4,
-      "snapshot_pr_count": 89,
+      "snapshot_pr_count": 90,
       "snapshot_comment_count": 77,
       "snapshot_review_count": 92,
       "snapshot_review_comment_count": 91,
@@ -334,6 +334,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46368,
+            "title": "skip invalid quant_cache test for nemotron_h",
+            "url": "https://github.com/huggingface/transformers/pull/46368",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-03T07:23:55Z"
+          },
           {
             "kind": "pull_request",
             "number": 46362,
@@ -353,16 +363,6 @@
             "merged": false,
             "draft": false,
             "created_at": "2026-06-02T07:32:38Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 46316,
-            "title": "fix qwen series VL model's model parallel bug",
-            "url": "https://github.com/huggingface/transformers/pull/46316",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-06-01T05:22:04Z"
           }
         ],
         "issues": [
@@ -407,14 +407,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp",
       "repo_first_seen_at": "2024-09-26T09:23:39Z",
-      "repo_last_seen_at": "2026-06-02T15:08:38Z",
-      "repo_primary_artifact_count": 81,
-      "repo_artifact_count": 3485,
+      "repo_last_seen_at": "2026-06-03T11:54:53Z",
+      "repo_primary_artifact_count": 83,
+      "repo_artifact_count": 3498,
       "snapshot_issue_count": 0,
-      "snapshot_pr_count": 81,
+      "snapshot_pr_count": 83,
       "snapshot_comment_count": 571,
-      "snapshot_review_count": 887,
-      "snapshot_review_comment_count": 1946,
+      "snapshot_review_count": 893,
+      "snapshot_review_comment_count": 1951,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -447,33 +447,33 @@
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 46284,
-            "title": "Delete docstring if same as in auto-doc",
-            "url": "https://github.com/huggingface/transformers/pull/46284",
+            "number": 46379,
+            "title": "Update hub metadata",
+            "url": "https://github.com/huggingface/transformers/pull/46379",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-05-29T09:28:53Z"
+            "created_at": "2026-06-03T11:54:53Z"
           },
           {
             "kind": "pull_request",
-            "number": 46283,
-            "title": "[docs] fix auto-add release dates",
-            "url": "https://github.com/huggingface/transformers/pull/46283",
-            "state": "closed",
-            "merged": true,
+            "number": 46374,
+            "title": "Better processing tests",
+            "url": "https://github.com/huggingface/transformers/pull/46374",
+            "state": "open",
+            "merged": false,
             "draft": false,
-            "created_at": "2026-05-29T08:45:10Z"
+            "created_at": "2026-06-03T09:19:23Z"
           },
           {
             "kind": "pull_request",
-            "number": 46258,
-            "title": "Processor compatibility with vLLM ",
-            "url": "https://github.com/huggingface/transformers/pull/46258",
-            "state": "closed",
-            "merged": true,
+            "number": 46284,
+            "title": "Delete docstring if same as in auto-doc",
+            "url": "https://github.com/huggingface/transformers/pull/46284",
+            "state": "open",
+            "merged": false,
             "draft": false,
-            "created_at": "2026-05-28T10:41:06Z"
+            "created_at": "2026-05-29T09:28:53Z"
           }
         ],
         "issues": []
@@ -487,14 +487,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker",
       "repo_first_seen_at": "2023-02-24T14:13:29Z",
-      "repo_last_seen_at": "2026-06-02T19:28:31Z",
+      "repo_last_seen_at": "2026-06-03T11:44:19Z",
       "repo_primary_artifact_count": 64,
-      "repo_artifact_count": 2191,
+      "repo_artifact_count": 2194,
       "snapshot_issue_count": 3,
       "snapshot_pr_count": 61,
-      "snapshot_comment_count": 193,
-      "snapshot_review_count": 642,
-      "snapshot_review_comment_count": 1292,
+      "snapshot_comment_count": 194,
+      "snapshot_review_count": 643,
+      "snapshot_review_comment_count": 1293,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -893,13 +893,13 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1",
       "repo_first_seen_at": "2023-02-27T14:00:41Z",
-      "repo_last_seen_at": "2026-06-02T13:22:45Z",
+      "repo_last_seen_at": "2026-06-03T11:55:14Z",
       "repo_primary_artifact_count": 45,
-      "repo_artifact_count": 1146,
+      "repo_artifact_count": 1154,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 45,
-      "snapshot_comment_count": 719,
-      "snapshot_review_count": 247,
+      "snapshot_comment_count": 724,
+      "snapshot_review_count": 250,
       "snapshot_review_comment_count": 135,
       "repo_association": "MEMBER",
       "new_to_repo": false,
@@ -1054,20 +1054,20 @@
       "fetch_error": null
     },
     {
-      "author_login": "itazap",
-      "name": "Ita Zaporozhets",
-      "profile_url": "https://github.com/itazap",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aitazap",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aitazap",
-      "repo_first_seen_at": "2024-10-21T07:08:47Z",
-      "repo_last_seen_at": "2026-06-02T15:31:32Z",
-      "repo_primary_artifact_count": 32,
-      "repo_artifact_count": 174,
+      "author_login": "remi-or",
+      "name": "R\u00e9mi Ouazan",
+      "profile_url": "https://github.com/remi-or",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or",
+      "repo_first_seen_at": "2026-01-13T09:15:18Z",
+      "repo_last_seen_at": "2026-06-03T10:27:22Z",
+      "repo_primary_artifact_count": 33,
+      "repo_artifact_count": 403,
       "snapshot_issue_count": 0,
-      "snapshot_pr_count": 32,
-      "snapshot_comment_count": 54,
-      "snapshot_review_count": 53,
-      "snapshot_review_comment_count": 35,
+      "snapshot_pr_count": 33,
+      "snapshot_comment_count": 52,
+      "snapshot_review_count": 154,
+      "snapshot_review_comment_count": 164,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -1075,21 +1075,21 @@
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
-      "account_age_days": 3139,
+      "account_age_days": 1813,
       "young_account": false,
-      "follow_through_score": "mixed",
+      "follow_through_score": "strong",
       "breadth_score": "low",
       "automation_risk_signal": "low",
-      "heuristic_note": "no visible non-self stars; targets high-star repos",
+      "heuristic_note": "targets high-star repos",
       "public_orgs": [],
       "activity": {
-        "visible_authored_pr_count": 20,
-        "merged_pr_count": 10,
-        "closed_unmerged_pr_count": 5,
-        "open_pr_count": 5,
-        "merged_pr_rate": 0.5,
-        "closed_unmerged_pr_rate": 0.25,
-        "still_open_pr_rate": 0.25,
+        "visible_authored_pr_count": 13,
+        "merged_pr_count": 12,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.9231,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 0.0769,
         "distinct_repos_with_authored_prs": 1,
         "distinct_repos_with_open_prs": 1
       },
@@ -1097,33 +1097,33 @@
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 46341,
-            "title": "Fix tokenizer keep_accents defaults and update integration tests",
-            "url": "https://github.com/huggingface/transformers/pull/46341",
+            "number": 46376,
+            "title": "[CB] [Major] Add multimodal support to continous batching",
+            "url": "https://github.com/huggingface/transformers/pull/46376",
             "state": "open",
             "merged": false,
-            "draft": false,
-            "created_at": "2026-06-02T12:33:02Z"
+            "draft": true,
+            "created_at": "2026-06-03T10:27:22Z"
           },
           {
             "kind": "pull_request",
-            "number": 46091,
-            "title": "Update tokenizer mappings to use TokenizersBackend for additional models",
-            "url": "https://github.com/huggingface/transformers/pull/46091",
+            "number": 46251,
+            "title": "[CB] Fix crashes when fork is not possible",
+            "url": "https://github.com/huggingface/transformers/pull/46251",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-05-20T02:57:32Z"
+            "created_at": "2026-05-28T06:38:56Z"
           },
           {
             "kind": "pull_request",
-            "number": 45936,
-            "title": "Fix models for which we don't have a dedicated tokenizer class, and the listed one is incorrect",
-            "url": "https://github.com/huggingface/transformers/pull/45936",
+            "number": 46242,
+            "title": "[Distributed] Reformat tensor parallel",
+            "url": "https://github.com/huggingface/transformers/pull/46242",
             "state": "open",
             "merged": false,
-            "draft": false,
-            "created_at": "2026-05-13T07:53:44Z"
+            "draft": true,
+            "created_at": "2026-05-27T14:00:59Z"
           }
         ],
         "issues": []
@@ -1131,20 +1131,20 @@
       "fetch_error": null
     },
     {
-      "author_login": "remi-or",
-      "name": "R\u00e9mi Ouazan",
-      "profile_url": "https://github.com/remi-or",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or",
-      "repo_first_seen_at": "2026-01-13T09:15:18Z",
-      "repo_last_seen_at": "2026-06-02T03:23:28Z",
+      "author_login": "itazap",
+      "name": "Ita Zaporozhets",
+      "profile_url": "https://github.com/itazap",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aitazap",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aitazap",
+      "repo_first_seen_at": "2024-10-21T07:08:47Z",
+      "repo_last_seen_at": "2026-06-03T09:13:09Z",
       "repo_primary_artifact_count": 32,
-      "repo_artifact_count": 402,
+      "repo_artifact_count": 175,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 32,
-      "snapshot_comment_count": 52,
-      "snapshot_review_count": 154,
-      "snapshot_review_comment_count": 164,
+      "snapshot_comment_count": 54,
+      "snapshot_review_count": 54,
+      "snapshot_review_comment_count": 35,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -1152,21 +1152,21 @@
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
-      "account_age_days": 1813,
+      "account_age_days": 3139,
       "young_account": false,
-      "follow_through_score": "strong",
+      "follow_through_score": "mixed",
       "breadth_score": "low",
       "automation_risk_signal": "low",
-      "heuristic_note": "targets high-star repos",
+      "heuristic_note": "no visible non-self stars; targets high-star repos",
       "public_orgs": [],
       "activity": {
-        "visible_authored_pr_count": 13,
-        "merged_pr_count": 12,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.9231,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 0.0769,
+        "visible_authored_pr_count": 20,
+        "merged_pr_count": 10,
+        "closed_unmerged_pr_count": 5,
+        "open_pr_count": 5,
+        "merged_pr_rate": 0.5,
+        "closed_unmerged_pr_rate": 0.25,
+        "still_open_pr_rate": 0.25,
         "distinct_repos_with_authored_prs": 1,
         "distinct_repos_with_open_prs": 1
       },
@@ -1174,33 +1174,33 @@
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 46251,
-            "title": "[CB] Fix crashes when fork is not possible",
-            "url": "https://github.com/huggingface/transformers/pull/46251",
+            "number": 46341,
+            "title": "Fix tokenizer keep_accents defaults and update integration tests",
+            "url": "https://github.com/huggingface/transformers/pull/46341",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-05-28T06:38:56Z"
+            "created_at": "2026-06-02T12:33:02Z"
           },
           {
             "kind": "pull_request",
-            "number": 46242,
-            "title": "[Distributed] Reformat tensor parallel",
-            "url": "https://github.com/huggingface/transformers/pull/46242",
+            "number": 46091,
+            "title": "Update tokenizer mappings to use TokenizersBackend for additional models",
+            "url": "https://github.com/huggingface/transformers/pull/46091",
             "state": "open",
             "merged": false,
-            "draft": true,
-            "created_at": "2026-05-27T14:00:59Z"
+            "draft": false,
+            "created_at": "2026-05-20T02:57:32Z"
           },
           {
             "kind": "pull_request",
-            "number": 46116,
-            "title": "[Fix] Stranded params",
-            "url": "https://github.com/huggingface/transformers/pull/46116",
-            "state": "closed",
+            "number": 45936,
+            "title": "Fix models for which we don't have a dedicated tokenizer class, and the listed one is incorrect",
+            "url": "https://github.com/huggingface/transformers/pull/45936",
+            "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-05-20T10:34:14Z"
+            "created_at": "2026-05-13T07:53:44Z"
           }
         ],
         "issues": []
@@ -1401,14 +1401,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb",
       "repo_first_seen_at": "2025-01-20T12:27:19Z",
-      "repo_last_seen_at": "2026-06-01T17:04:06Z",
+      "repo_last_seen_at": "2026-06-03T09:02:51Z",
       "repo_primary_artifact_count": 24,
-      "repo_artifact_count": 531,
+      "repo_artifact_count": 542,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 24,
       "snapshot_comment_count": 40,
-      "snapshot_review_count": 160,
-      "snapshot_review_comment_count": 307,
+      "snapshot_review_count": 161,
+      "snapshot_review_comment_count": 317,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -1671,6 +1671,117 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "IlyasMoutawwakil",
+      "name": "Ilyas Moutawwakil",
+      "profile_url": "https://github.com/IlyasMoutawwakil",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil",
+      "repo_first_seen_at": "2025-07-04T08:41:29Z",
+      "repo_last_seen_at": "2026-06-03T11:41:34Z",
+      "repo_primary_artifact_count": 22,
+      "repo_artifact_count": 570,
+      "snapshot_issue_count": 3,
+      "snapshot_pr_count": 19,
+      "snapshot_comment_count": 61,
+      "snapshot_review_count": 258,
+      "snapshot_review_comment_count": 229,
+      "repo_association": "MEMBER",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 2354,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "\u2014",
+      "public_orgs": [
+        "huggingface",
+        "Chouafa"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 22,
+        "merged_pr_count": 16,
+        "closed_unmerged_pr_count": 2,
+        "open_pr_count": 4,
+        "merged_pr_rate": 0.7273,
+        "closed_unmerged_pr_rate": 0.0909,
+        "still_open_pr_rate": 0.1818,
+        "distinct_repos_with_authored_prs": 3,
+        "distinct_repos_with_open_prs": 3
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46378,
+            "title": "Fix dsv4 dequant + tp/ep",
+            "url": "https://github.com/huggingface/transformers/pull/46378",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-03T10:46:53Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45981,
+            "title": "Fix colqwen2 test",
+            "url": "https://github.com/huggingface/transformers/pull/45981",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-05-14T17:09:52Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45634,
+            "title": "DeepGEMM BF16 + mixed FP8/FP4 + MegaMoE + refactor",
+            "url": "https://github.com/huggingface/transformers/pull/45634",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-04-24T14:38:32Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 45571,
+            "title": "A nice UX for generating dynamic tensors that break torch.compile/torch.export",
+            "url": "https://github.com/huggingface/transformers/issues/45571",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-22T10:04:10Z"
+          },
+          {
+            "kind": "issue",
+            "number": 43682,
+            "title": "`torch.compile` and `torch.export` helper function to be moved from `import_utils`",
+            "url": "https://github.com/huggingface/transformers/issues/43682",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-02-02T13:42:53Z"
+          },
+          {
+            "kind": "issue",
+            "number": 43317,
+            "title": "device_map=auto fails to load the dequantized model on gpu+cpu offload",
+            "url": "https://github.com/huggingface/transformers/issues/43317",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-01-16T11:35:02Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Abdennacer-Badaoui",
       "name": "BADAOUI Abdennacer",
@@ -1919,134 +2030,23 @@
           },
           {
             "kind": "issue",
-            "number": 44877,
-            "title": "Strict config prevents loading `granite_speech` config",
-            "url": "https://github.com/huggingface/transformers/issues/44877",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-03-20T09:57:02Z"
-          },
-          {
-            "kind": "issue",
-            "number": 44625,
-            "title": "Qwen3.5 `num_labels` not propagated from core config to text config",
-            "url": "https://github.com/huggingface/transformers/issues/44625",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-03-12T11:09:38Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
-    {
-      "author_login": "IlyasMoutawwakil",
-      "name": "Ilyas Moutawwakil",
-      "profile_url": "https://github.com/IlyasMoutawwakil",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil",
-      "repo_first_seen_at": "2025-07-04T08:41:29Z",
-      "repo_last_seen_at": "2026-06-02T08:28:43Z",
-      "repo_primary_artifact_count": 21,
-      "repo_artifact_count": 539,
-      "snapshot_issue_count": 3,
-      "snapshot_pr_count": 18,
-      "snapshot_comment_count": 61,
-      "snapshot_review_count": 242,
-      "snapshot_review_comment_count": 215,
-      "repo_association": "MEMBER",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 2354,
-      "young_account": false,
-      "follow_through_score": "strong",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "\u2014",
-      "public_orgs": [
-        "huggingface",
-        "Chouafa"
-      ],
-      "activity": {
-        "visible_authored_pr_count": 22,
-        "merged_pr_count": 16,
-        "closed_unmerged_pr_count": 2,
-        "open_pr_count": 4,
-        "merged_pr_rate": 0.7273,
-        "closed_unmerged_pr_rate": 0.0909,
-        "still_open_pr_rate": 0.1818,
-        "distinct_repos_with_authored_prs": 3,
-        "distinct_repos_with_open_prs": 3
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45981,
-            "title": "Fix colqwen2 test",
-            "url": "https://github.com/huggingface/transformers/pull/45981",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-05-14T17:09:52Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45634,
-            "title": "DeepGEMM BF16 + mixed FP8/FP4 + MegaMoE + refactor",
-            "url": "https://github.com/huggingface/transformers/pull/45634",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-24T14:38:32Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45621,
-            "title": "Better Grouped GEMM + EP",
-            "url": "https://github.com/huggingface/transformers/pull/45621",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-24T07:48:02Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 45571,
-            "title": "A nice UX for generating dynamic tensors that break torch.compile/torch.export",
-            "url": "https://github.com/huggingface/transformers/issues/45571",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-22T10:04:10Z"
-          },
-          {
-            "kind": "issue",
-            "number": 43682,
-            "title": "`torch.compile` and `torch.export` helper function to be moved from `import_utils`",
-            "url": "https://github.com/huggingface/transformers/issues/43682",
-            "state": "open",
+            "number": 44877,
+            "title": "Strict config prevents loading `granite_speech` config",
+            "url": "https://github.com/huggingface/transformers/issues/44877",
+            "state": "closed",
             "merged": null,
             "draft": null,
-            "created_at": "2026-02-02T13:42:53Z"
+            "created_at": "2026-03-20T09:57:02Z"
           },
           {
             "kind": "issue",
-            "number": 43317,
-            "title": "device_map=auto fails to load the dequantized model on gpu+cpu offload",
-            "url": "https://github.com/huggingface/transformers/issues/43317",
+            "number": 44625,
+            "title": "Qwen3.5 `num_labels` not propagated from core config to text config",
+            "url": "https://github.com/huggingface/transformers/issues/44625",
             "state": "closed",
             "merged": null,
             "draft": null,
-            "created_at": "2026-01-16T11:35:02Z"
+            "created_at": "2026-03-12T11:09:38Z"
           }
         ]
       },
@@ -3637,14 +3637,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afilipinescu",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afilipinescu",
       "repo_first_seen_at": "2026-05-22T20:20:49Z",
-      "repo_last_seen_at": "2026-06-02T20:16:21Z",
+      "repo_last_seen_at": "2026-06-03T09:20:38Z",
       "repo_primary_artifact_count": 4,
-      "repo_artifact_count": 49,
+      "repo_artifact_count": 66,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 4,
       "snapshot_comment_count": 3,
-      "snapshot_review_count": 23,
-      "snapshot_review_comment_count": 19,
+      "snapshot_review_count": 32,
+      "snapshot_review_comment_count": 27,
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -3714,12 +3714,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aguarin",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguarin",
       "repo_first_seen_at": "2026-05-12T18:20:58Z",
-      "repo_last_seen_at": "2026-06-02T18:47:16Z",
+      "repo_last_seen_at": "2026-06-03T09:27:17Z",
       "repo_primary_artifact_count": 4,
-      "repo_artifact_count": 199,
+      "repo_artifact_count": 201,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 4,
-      "snapshot_comment_count": 16,
+      "snapshot_comment_count": 18,
       "snapshot_review_count": 83,
       "snapshot_review_comment_count": 96,
       "repo_association": "MEMBER",
@@ -5053,7 +5053,7 @@
             "number": 46363,
             "title": "fix: warn before applying HPU torch patches",
             "url": "https://github.com/huggingface/transformers/pull/46363",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-06-03T03:15:56Z"
@@ -5170,12 +5170,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan",
       "repo_first_seen_at": "2024-10-17T11:56:32Z",
-      "repo_last_seen_at": "2026-06-02T10:19:51Z",
+      "repo_last_seen_at": "2026-06-03T11:49:01Z",
       "repo_primary_artifact_count": 5,
-      "repo_artifact_count": 57,
+      "repo_artifact_count": 59,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 5,
-      "snapshot_comment_count": 27,
+      "snapshot_comment_count": 29,
       "snapshot_review_count": 11,
       "snapshot_review_comment_count": 14,
       "repo_association": "MEMBER",
@@ -5504,114 +5504,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "KoichiYasuoka",
-      "name": "Koichi Yasuoka",
-      "profile_url": "https://github.com/KoichiYasuoka",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka",
-      "repo_first_seen_at": "2026-01-21T06:14:39Z",
-      "repo_last_seen_at": "2026-04-25T09:16:29Z",
-      "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 26,
-      "snapshot_issue_count": 3,
-      "snapshot_pr_count": 4,
-      "snapshot_comment_count": 17,
-      "snapshot_review_count": 1,
-      "snapshot_review_comment_count": 1,
-      "repo_association": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3839,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 3,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.3333,
-        "closed_unmerged_pr_rate": 0.3333,
-        "still_open_pr_rate": 0.3333,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45311,
-            "title": "resize_token_embeddings does not effect to output_embeddings",
-            "url": "https://github.com/huggingface/transformers/pull/45311",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-08T10:38:34Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45236,
-            "title": "resize_token_embeddings does not resize lm_head",
-            "url": "https://github.com/huggingface/transformers/pull/45236",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-04T07:05:53Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 44621,
-            "title": "pipelines do not have modelcard",
-            "url": "https://github.com/huggingface/transformers/pull/44621",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-03-12T08:04:29Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 45335,
-            "title": "[t5gemma] resize_token_embeddings does not effect to decoder.embed_tokens",
-            "url": "https://github.com/huggingface/transformers/issues/45335",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-09T08:11:47Z"
-          },
-          {
-            "kind": "issue",
-            "number": 45292,
-            "title": "resize_token_embeddings does not effect to output_embeddings",
-            "url": "https://github.com/huggingface/transformers/issues/45292",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-07T14:36:45Z"
-          },
-          {
-            "kind": "issue",
-            "number": 45276,
-            "title": "[gemma4] resize_token_embeddings does not effect to embed_tokens_per_layer or output_embeddings",
-            "url": "https://github.com/huggingface/transformers/issues/45276",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-07T02:55:03Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "merveenoyan",
       "name": "Merve Noyan",
@@ -6843,14 +6735,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aavihu111",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aavihu111",
       "repo_first_seen_at": "2026-04-29T11:45:47Z",
-      "repo_last_seen_at": "2026-06-01T08:41:30Z",
+      "repo_last_seen_at": "2026-06-03T09:17:04Z",
       "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 24,
+      "repo_artifact_count": 28,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 2,
       "snapshot_comment_count": 2,
-      "snapshot_review_count": 10,
-      "snapshot_review_comment_count": 10,
+      "snapshot_review_count": 12,
+      "snapshot_review_comment_count": 12,
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -6903,6 +6795,73 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "blipbyte",
+      "name": "Bob Ok",
+      "profile_url": "https://github.com/blipbyte",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ablipbyte",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablipbyte",
+      "repo_first_seen_at": "2026-05-20T19:46:05Z",
+      "repo_last_seen_at": "2026-06-03T09:56:14Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 15,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 3,
+      "snapshot_review_count": 5,
+      "snapshot_review_comment_count": 5,
+      "repo_association": "CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 2606,
+      "young_account": false,
+      "follow_through_score": "n/a",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "no visible non-self stars",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 0,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 0,
+        "merged_pr_rate": null,
+        "closed_unmerged_pr_rate": null,
+        "still_open_pr_rate": null,
+        "distinct_repos_with_authored_prs": 0,
+        "distinct_repos_with_open_prs": 0
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46375,
+            "title": "[VITS] Un-skip test_model_forward",
+            "url": "https://github.com/huggingface/transformers/pull/46375",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-03T09:56:14Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 46125,
+            "title": "Fix _is_package_available reporting available without a version",
+            "url": "https://github.com/huggingface/transformers/pull/46125",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-05-20T19:46:05Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Brianzhengca",
       "name": "Brian",
@@ -7220,23 +7179,90 @@
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 45752,
-            "title": "Fix unhandled exception noise from background safetensors conversion thread",
-            "url": "https://github.com/huggingface/transformers/pull/45752",
-            "state": "closed",
-            "merged": true,
+            "number": 45752,
+            "title": "Fix unhandled exception noise from background safetensors conversion thread",
+            "url": "https://github.com/huggingface/transformers/pull/45752",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-05-03T12:43:34Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45700,
+            "title": "Add docstrings to type validator functions",
+            "url": "https://github.com/huggingface/transformers/pull/45700",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-29T09:34:56Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "Dovis01",
+      "name": "SHIJIN ZHANG",
+      "profile_url": "https://github.com/Dovis01",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADovis01",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADovis01",
+      "repo_first_seen_at": "2026-06-02T09:04:53Z",
+      "repo_last_seen_at": "2026-06-03T08:39:53Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 2009,
+      "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": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46372,
+            "title": "Fix: interleaved RoPE application for MLA and Support Index Cache DSA indexer skip-topk sharing for GLM5",
+            "url": "https://github.com/huggingface/transformers/pull/46372",
+            "state": "open",
+            "merged": false,
             "draft": false,
-            "created_at": "2026-05-03T12:43:34Z"
+            "created_at": "2026-06-03T08:39:53Z"
           },
           {
             "kind": "pull_request",
-            "number": 45700,
-            "title": "Add docstrings to type validator functions",
-            "url": "https://github.com/huggingface/transformers/pull/45700",
+            "number": 46338,
+            "title": "Fix incorrect attribute mapping relationships in GLM MoE DSA Config",
+            "url": "https://github.com/huggingface/transformers/pull/46338",
             "state": "closed",
-            "merged": false,
+            "merged": true,
             "draft": false,
-            "created_at": "2026-04-29T09:34:56Z"
+            "created_at": "2026-06-02T09:04:53Z"
           }
         ],
         "issues": []
@@ -10144,6 +10170,114 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "KoichiYasuoka",
+      "name": "Koichi Yasuoka",
+      "profile_url": "https://github.com/KoichiYasuoka",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka",
+      "repo_first_seen_at": "2026-01-21T06:14:39Z",
+      "repo_last_seen_at": "2026-04-25T09:16:29Z",
+      "repo_primary_artifact_count": 7,
+      "repo_artifact_count": 26,
+      "snapshot_issue_count": 3,
+      "snapshot_pr_count": 4,
+      "snapshot_comment_count": 17,
+      "snapshot_review_count": 1,
+      "snapshot_review_comment_count": 1,
+      "repo_association": "CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 3839,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 3,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.3333,
+        "closed_unmerged_pr_rate": 0.3333,
+        "still_open_pr_rate": 0.3333,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45311,
+            "title": "resize_token_embeddings does not effect to output_embeddings",
+            "url": "https://github.com/huggingface/transformers/pull/45311",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-08T10:38:34Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45236,
+            "title": "resize_token_embeddings does not resize lm_head",
+            "url": "https://github.com/huggingface/transformers/pull/45236",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-04T07:05:53Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44621,
+            "title": "pipelines do not have modelcard",
+            "url": "https://github.com/huggingface/transformers/pull/44621",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-12T08:04:29Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 45335,
+            "title": "[t5gemma] resize_token_embeddings does not effect to decoder.embed_tokens",
+            "url": "https://github.com/huggingface/transformers/issues/45335",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-09T08:11:47Z"
+          },
+          {
+            "kind": "issue",
+            "number": 45292,
+            "title": "resize_token_embeddings does not effect to output_embeddings",
+            "url": "https://github.com/huggingface/transformers/issues/45292",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-07T14:36:45Z"
+          },
+          {
+            "kind": "issue",
+            "number": 45276,
+            "title": "[gemma4] resize_token_embeddings does not effect to embed_tokens_per_layer or output_embeddings",
+            "url": "https://github.com/huggingface/transformers/issues/45276",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-07T02:55:03Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "ghost",
       "name": "Deleted user",
@@ -10855,8 +10989,8 @@
             "number": 46318,
             "title": "Pass library_name/version to Hub calls via a shared HfApi",
             "url": "https://github.com/huggingface/transformers/pull/46318",
-            "state": "open",
-            "merged": false,
+            "state": "closed",
+            "merged": true,
             "draft": false,
             "created_at": "2026-06-01T08:14:24Z"
           },
@@ -11157,73 +11291,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "kallewoof",
-      "name": null,
-      "profile_url": "https://github.com/kallewoof",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akallewoof",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akallewoof",
-      "repo_first_seen_at": "2026-03-24T23:50:07Z",
-      "repo_last_seen_at": "2026-04-09T14:34:19Z",
-      "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 6,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 2,
-      "snapshot_comment_count": 4,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 5838,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 6,
-        "merged_pr_count": 3,
-        "closed_unmerged_pr_count": 3,
-        "open_pr_count": 0,
-        "merged_pr_rate": 0.5,
-        "closed_unmerged_pr_rate": 0.5,
-        "still_open_pr_rate": 0.0,
-        "distinct_repos_with_authored_prs": 2,
-        "distinct_repos_with_open_prs": 0
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45235,
-            "title": "feat/rfc/poc: Agnostic GPU",
-            "url": "https://github.com/huggingface/transformers/pull/45235",
-            "state": "closed",
-            "merged": false,
-            "draft": true,
-            "created_at": "2026-04-04T06:08:22Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 44980,
-            "title": "bug-fix: do not assume torch.cuda is available when setting up norm values, even if flash linear attention is available",
-            "url": "https://github.com/huggingface/transformers/pull/44980",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-03-24T23:50:07Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "Kash6",
       "name": "Akash Mehta",
@@ -14448,14 +14515,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aagesf",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aagesf",
       "repo_first_seen_at": "2026-06-01T12:58:11Z",
-      "repo_last_seen_at": "2026-06-02T14:26:47Z",
+      "repo_last_seen_at": "2026-06-03T10:18:29Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 5,
+      "repo_artifact_count": 9,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
       "snapshot_comment_count": 0,
-      "snapshot_review_count": 2,
-      "snapshot_review_comment_count": 2,
+      "snapshot_review_count": 4,
+      "snapshot_review_comment_count": 4,
       "repo_association": "FIRST_TIMER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -15201,7 +15268,7 @@
       "snapshot_comment_count": 2,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "repo_association": "NONE",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
@@ -15233,7 +15300,7 @@
             "number": 46353,
             "title": "[Mistral] Raise ValueError when continue_final_message=True with mist\u2026",
             "url": "https://github.com/huggingface/transformers/pull/46353",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-06-02T18:52:53Z"
@@ -15594,107 +15661,50 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abelamaran96-coder",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abelamaran96-coder",
       "repo_first_seen_at": "2026-05-03T16:53:02Z",
-      "repo_last_seen_at": "2026-05-03T17:26:18Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 2,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 1,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 288,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "young account; high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45754,
-            "title": "Fix mps device check for moe histogram routing",
-            "url": "https://github.com/huggingface/transformers/pull/45754",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-03T17:26:18Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
-    {
-      "author_login": "blipbyte",
-      "name": "Bob Ok",
-      "profile_url": "https://github.com/blipbyte",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ablipbyte",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablipbyte",
-      "repo_first_seen_at": "2026-05-20T19:46:05Z",
-      "repo_last_seen_at": "2026-06-02T13:18:16Z",
+      "repo_last_seen_at": "2026-05-03T17:26:18Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 14,
+      "repo_artifact_count": 2,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 3,
-      "snapshot_review_count": 5,
-      "snapshot_review_comment_count": 5,
-      "repo_association": "CONTRIBUTOR",
+      "snapshot_comment_count": 1,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
+      "known_via_prior_merged_pr": false,
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
-      "account_age_days": 2606,
-      "young_account": false,
-      "follow_through_score": "n/a",
+      "account_age_days": 288,
+      "young_account": true,
+      "follow_through_score": "weak",
       "breadth_score": "low",
       "automation_risk_signal": "low",
-      "heuristic_note": "no visible non-self stars",
+      "heuristic_note": "young account; high open PR share; targets high-star repos",
       "public_orgs": [],
       "activity": {
-        "visible_authored_pr_count": 0,
+        "visible_authored_pr_count": 1,
         "merged_pr_count": 0,
         "closed_unmerged_pr_count": 0,
-        "open_pr_count": 0,
-        "merged_pr_rate": null,
-        "closed_unmerged_pr_rate": null,
-        "still_open_pr_rate": null,
-        "distinct_repos_with_authored_prs": 0,
-        "distinct_repos_with_open_prs": 0
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
       },
       "examples": {
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 46125,
-            "title": "Fix _is_package_available reporting available without a version",
-            "url": "https://github.com/huggingface/transformers/pull/46125",
+            "number": 45754,
+            "title": "Fix mps device check for moe histogram routing",
+            "url": "https://github.com/huggingface/transformers/pull/45754",
             "state": "closed",
-            "merged": true,
+            "merged": false,
             "draft": false,
-            "created_at": "2026-05-20T19:46:05Z"
+            "created_at": "2026-05-03T17:26:18Z"
           }
         ],
         "issues": []
@@ -16002,12 +16012,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 1517,
       "young_account": false,
       "follow_through_score": "weak",
@@ -16727,63 +16737,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "Dovis01",
-      "name": "SHIJIN ZHANG",
-      "profile_url": "https://github.com/Dovis01",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADovis01",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADovis01",
-      "repo_first_seen_at": "2026-06-02T09:04:53Z",
-      "repo_last_seen_at": "2026-06-02T09:04:53Z",
-      "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": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 2009,
-      "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": 1,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 46338,
-            "title": "Fix incorrect attribute mapping relationships in GLM MoE DSA Config",
-            "url": "https://github.com/huggingface/transformers/pull/46338",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-06-02T09:04:53Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "duyhv-qualgo",
       "name": null,
@@ -17428,7 +17381,7 @@
       "snapshot_comment_count": 0,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "repo_association": "NONE",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
@@ -17460,7 +17413,7 @@
             "number": 46359,
             "title": "fix(tokenization): avoid O(T\u00b7N\u00b7logN) performance regression in convert_tokens_to_ids",
             "url": "https://github.com/huggingface/transformers/pull/46359",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-06-02T23:21:10Z"
@@ -17698,6 +17651,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "Hannan-Komari",
+      "name": "Hannan Komari",
+      "profile_url": "https://github.com/Hannan-Komari",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AHannan-Komari",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AHannan-Komari",
+      "repo_first_seen_at": "2026-06-03T10:28:04Z",
+      "repo_last_seen_at": "2026-06-03T10:28:04Z",
+      "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": "NONE",
+      "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": 1308,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "many recent closed-unmerged PRs; no visible non-self stars",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 10,
+        "merged_pr_count": 5,
+        "closed_unmerged_pr_count": 4,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.5,
+        "closed_unmerged_pr_rate": 0.4,
+        "still_open_pr_rate": 0.1,
+        "distinct_repos_with_authored_prs": 5,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46377,
+            "title": "update transformers to the latest commits",
+            "url": "https://github.com/huggingface/transformers/pull/46377",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-03T10:28:04Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "hanouticelina",
       "name": "c\u00e9lina",
@@ -18853,7 +18863,7 @@
       "snapshot_comment_count": 0,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "repo_association": "NONE",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
@@ -18885,7 +18895,7 @@
             "number": 46348,
             "title": "Propagation of output_hidden_states in  sub_configs",
             "url": "https://github.com/huggingface/transformers/pull/46348",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-06-02T15:31:42Z"
@@ -19809,6 +19819,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "manavmax",
+      "name": "Manav Sharma",
+      "profile_url": "https://github.com/manavmax",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amanavmax",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amanavmax",
+      "repo_first_seen_at": "2026-06-03T07:57:11Z",
+      "repo_last_seen_at": "2026-06-03T09:04:48Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 1,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "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": 1226,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 9,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 6,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.1111,
+        "closed_unmerged_pr_rate": 0.6667,
+        "still_open_pr_rate": 0.2222,
+        "distinct_repos_with_authored_prs": 4,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46373,
+            "title": "Fix#31501: Include train_tokens_per_second in final training metrics",
+            "url": "https://github.com/huggingface/transformers/pull/46373",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-03T09:04:48Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "marvinzh",
       "name": "bairongz",
@@ -21708,12 +21775,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asebastianvlad1",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asebastianvlad1",
       "repo_first_seen_at": "2026-04-30T16:48:02Z",
-      "repo_last_seen_at": "2026-05-29T18:45:57Z",
+      "repo_last_seen_at": "2026-06-03T09:51:30Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 7,
+      "repo_artifact_count": 8,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 6,
+      "snapshot_comment_count": 7,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "CONTRIBUTOR",
@@ -21929,63 +21996,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "shhKnight30",
-      "name": "Aishwary Bhatt",
-      "profile_url": "https://github.com/shhKnight30",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AshhKnight30",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AshhKnight30",
-      "repo_first_seen_at": "2026-04-04T10:29:57Z",
-      "repo_last_seen_at": "2026-04-10T10:21:30Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 5,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 4,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 931,
-      "young_account": false,
-      "follow_through_score": "strong",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 0,
-        "merged_pr_rate": 1.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 0.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 0
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45240,
-            "title": "fix: restore mypy type checking for PreTrainedConfig subclasses (#45071)",
-            "url": "https://github.com/huggingface/transformers/pull/45240",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-04T10:29:57Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "Shikhar-S",
       "name": "Shikhar Bharadwaj",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260603T060020Z`
-- Generated: `2026-06-03T06:01:25Z`
+- Snapshot: `20260603T120101Z`
+- Generated: `2026-06-03T12:03:10Z`
 - Activity window: `60d`
 - Contributors: `347`
 
@@ -11,26 +11,26 @@
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `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 |
 | `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 |
-| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 90 | 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` | 89 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 81 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 91 | 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` | 90 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 83 | 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` | 61 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 59 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 47 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 47 | 2 | mixed | low | low | targets high-star repos |
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 45 | 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` | 33 | 0 | strong | low | low | targets high-star repos |
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 32 | 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` | 32 | 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` | 24 | 0 | strong | low | low | targets high-star repos |
 | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 21 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 20 | 1 | mixed | low | low | high open PR share; targets high-star repos |
+| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 19 | 3 | strong | low | low | — |
 | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 19 | 0 | strong | moderate | low | — |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1497d | `2025-12-24T11:54:53Z` | 19 | 0 | mixed | moderate | low | — |
 | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
-| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 18 | 3 | strong | low | low | — |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 18 | 0 | n/a | n/a | n/a | summary unavailable |
 | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 17 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 16 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
@@ -73,7 +73,6 @@
 | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
-| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
 | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 4 | 1 | mixed | moderate | low | — |
 | `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 |
 | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2024-08-30T13:24:23Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
@@ -91,11 +90,13 @@
 | `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 13d | `2026-04-22T05:24:00Z` | 2 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; no visible non-self stars |
 | `avihu111` | [profile](https://github.com/avihu111) | no | CONTRIBUTOR | 2928d | `2026-04-29T11:45:47Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
 | `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-04-11T21:41:32Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `catwell` | [profile](https://github.com/catwell) | no | FIRST_TIME_CONTRIBUTOR | 5907d | `2026-05-14T17:00:06Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `Dovis01` | [profile](https://github.com/Dovis01) | no | CONTRIBUTOR | 2009d | `2026-06-02T09:04:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `fyhon` | [profile](https://github.com/fyhon) | no | FIRST_TIME_CONTRIBUTOR | 1467d | `2026-05-06T09:12:14Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `gabrielspmoreira` | [profile](https://github.com/gabrielspmoreira) | no | FIRST_TIME_CONTRIBUTOR | 5647d | `2026-05-18T23:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -136,6 +137,7 @@
 | `CodersAcademy006` | [profile](https://github.com/CodersAcademy006) | no | CONTRIBUTOR | 1448d | `2025-10-15T09:44:53Z` | 6 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | weak | low | low | high open PR share; targets high-star repos |
+| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
 | `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 4 | 2 | weak | low | low | high open PR share; no visible non-self stars |
 | `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 |
 | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
@@ -149,7 +151,6 @@
 | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 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 |
-| `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5838d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2226d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -211,7 +212,7 @@
 | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 | FIRST_TIME_CONTRIBUTOR | 634d | `2026-06-02T18:52:53Z` | 1 | 0 | mixed | low | low | high open PR share; 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 |
 | `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 |
 | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
@@ -219,13 +220,12 @@
 | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
 | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | NONE | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
-| `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 1 | 0 | mixed | low | low | — |
 | `blut-agent` | [profile](https://github.com/blut-agent) | no | FIRST_TIME_CONTRIBUTOR | 23d | `2026-05-16T06:31:21Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `calliec-1223` | [profile](https://github.com/calliec-1223) | no | CONTRIBUTOR | 68d | `2026-06-02T02:20:39Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `cheparity` | [profile](https://github.com/cheparity) | yes | FIRST_TIME_CONTRIBUTOR | 1517d | `2026-06-03T05:18:26Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `cheparity` | [profile](https://github.com/cheparity) | no | FIRST_TIME_CONTRIBUTOR | 1517d | `2026-06-03T05:18:26Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `cloudyun888` | [profile](https://github.com/cloudyun888) | no | NONE | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
 | `damodharg6` | [profile](https://github.com/damodharg6) | no | FIRST_TIME_CONTRIBUTOR | 407d | `2026-05-15T03:01:55Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -238,7 +238,6 @@
 | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `DiwanshuG` | [profile](https://github.com/DiwanshuG) | no | NONE | 1279d | `2026-05-22T10:39:02Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `Dovis01` | [profile](https://github.com/Dovis01) | no | CONTRIBUTOR | 2009d | `2026-06-02T09:04:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `duyhv-qualgo` | [profile](https://github.com/duyhv-qualgo) | no | FIRST_TIME_CONTRIBUTOR | 34d | `2026-04-20T05:20:19Z` | 1 | 0 | strong | moderate | low | very new account |
 | `EhteshamSid` | [profile](https://github.com/EhteshamSid) | no | NONE | 1668d | `2026-04-07T18:40:05Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars |
 | `evalstate` | [profile](https://github.com/evalstate) | no | MEMBER | 5042d | `2026-04-23T11:41:51Z` | 1 | 0 | n/a | low | low | — |
@@ -250,11 +249,12 @@
 | `garybadwal` | [profile](https://github.com/garybadwal) | no | FIRST_TIME_CONTRIBUTOR | 1178d | `2026-04-21T04:38:14Z` | 1 | 0 | weak | low | low | targets high-star repos |
 | `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 |
-| `goingforstudying-ctrl` | [profile](https://github.com/goingforstudying-ctrl) | no | FIRST_TIME_CONTRIBUTOR | 120d | `2026-06-02T23:21:10Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `goingforstudying-ctrl` | [profile](https://github.com/goingforstudying-ctrl) | no | NONE | 120d | `2026-06-02T23:21:10Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; 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 |
 | `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 |
+| `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | yes | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
 | `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2974d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | NONE | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `HelloAnner` | [profile](https://github.com/HelloAnner) | no | NONE | 1658d | `2026-04-11T06:22:52Z` | 1 | 0 | mixed | low | low | — |
@@ -275,7 +275,7 @@
 | `joaopedroassad` | [profile](https://github.com/joaopedroassad) | no | FIRST_TIME_CONTRIBUTOR | 341d | `2026-06-02T19:08:14Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
 | `joerowell` | [profile](https://github.com/joerowell) | no | CONTRIBUTOR | 3394d | `2026-04-28T08:24:28Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `juliabush` | [profile](https://github.com/juliabush) | no | NONE | 526d | `2026-04-07T21:37:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `julien-gadonneix` | [profile](https://github.com/julien-gadonneix) | no | FIRST_TIME_CONTRIBUTOR | 987d | `2026-06-02T15:31:42Z` | 1 | 0 | mixed | low | low | high open PR share |
+| `julien-gadonneix` | [profile](https://github.com/julien-gadonneix) | no | NONE | 987d | `2026-06-02T15:31:42Z` | 1 | 0 | mixed | low | low | high open PR share |
 | `Kabir08` | [profile](https://github.com/Kabir08) | no | NONE | 2216d | `2026-04-19T08:27:15Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Kaisan10` | [profile](https://github.com/Kaisan10) | no | NONE | 1151d | `2026-05-02T07:35:16Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 814d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
@@ -292,6 +292,7 @@
 | `lvliang-intel` | [profile](https://github.com/lvliang-intel) | no | CONTRIBUTOR | 1455d | `2026-04-17T14:12:41Z` | 1 | 0 | mixed | low | low | — |
 | `MaciejBalaNV` | [profile](https://github.com/MaciejBalaNV) | no | FIRST_TIME_CONTRIBUTOR | 717d | `2026-05-21T19:47:46Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `madhav1k` | [profile](https://github.com/madhav1k) | no | FIRST_TIME_CONTRIBUTOR | 2059d | `2026-04-06T17:47:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `manavmax` | [profile](https://github.com/manavmax) | yes | NONE | 1226d | `2026-06-03T07:57:11Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4429d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
 | `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -329,7 +330,6 @@
 | `shadeMe` | [profile](https://github.com/shadeMe) | no | CONTRIBUTOR | 5922d | `2026-05-20T09:24:48Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 931d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
 | `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 |
@@ -414,12 +414,12 @@ 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: `2026-06-02T14:15:55Z`
+- repo last seen: `2026-06-03T09:39:45Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **90**
-- snapshot authored PRs/issues: **90 PRs / 0 issues**
-- snapshot discussion activity: **126 comments / 217 reviews / 153 review comments**
+- repo primary artifacts: **91**
+- snapshot authored PRs/issues: **91 PRs / 0 issues**
+- snapshot discussion activity: **126 comments / 218 reviews / 154 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
@@ -427,9 +427,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #46371: Fix wrong changes produced by style/repo. check bot](https://github.com/huggingface/transformers/pull/46371) — open
 - [PR #46346: remove sec](https://github.com/huggingface/transformers/pull/46346) — closed, merged
 - [PR #46340: Fix TestAppRoutes test failures caused by deprecated asyncio.get_event_loop() on Python 3.10+](https://github.com/huggingface/transformers/pull/46340) — closed, merged
-- [PR #46327: fix: remove dynamic per-actor Slack ID lookup in ssh-runner workflow](https://github.com/huggingface/transformers/pull/46327) — open
 
 ### `kaixuanliu`
 
@@ -437,11 +437,11 @@ 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: `2026-06-03T02:58:53Z`
+- repo last seen: `2026-06-03T07:23:55Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **93**
-- snapshot authored PRs/issues: **89 PRs / 4 issues**
+- repo primary artifacts: **94**
+- snapshot authored PRs/issues: **90 PRs / 4 issues**
 - snapshot discussion activity: **77 comments / 92 reviews / 91 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%**)
@@ -450,9 +450,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #46368: skip invalid quant_cache test for nemotron_h](https://github.com/huggingface/transformers/pull/46368) — open
 - [PR #46362: skip quant cache tests for deepseek v4](https://github.com/huggingface/transformers/pull/46362) — open
 - [PR #46337: cohere2_moe: skip invalid test cases](https://github.com/huggingface/transformers/pull/46337) — open
-- [PR #46316: fix qwen series VL model's model parallel bug](https://github.com/huggingface/transformers/pull/46316) — open
 - [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
@@ -463,12 +463,12 @@ 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: `2026-06-02T15:08:38Z`
+- repo last seen: `2026-06-03T11:54:53Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **81**
-- snapshot authored PRs/issues: **81 PRs / 0 issues**
-- snapshot discussion activity: **571 comments / 887 reviews / 1946 review comments**
+- repo primary artifacts: **83**
+- snapshot authored PRs/issues: **83 PRs / 0 issues**
+- snapshot discussion activity: **571 comments / 893 reviews / 1951 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`
@@ -476,9 +476,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #46379: Update hub metadata](https://github.com/huggingface/transformers/pull/46379) — open
+- [PR #46374: Better processing tests](https://github.com/huggingface/transformers/pull/46374) — open
 - [PR #46284: Delete docstring if same as in auto-doc](https://github.com/huggingface/transformers/pull/46284) — open
-- [PR #46283: [docs] fix auto-add release dates](https://github.com/huggingface/transformers/pull/46283) — closed, merged
-- [PR #46258: Processor compatibility with vLLM ](https://github.com/huggingface/transformers/pull/46258) — closed, merged
 
 ### `ArthurZucker`
 
@@ -486,12 +486,12 @@ 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: `2026-06-02T19:28:31Z`
+- repo last seen: `2026-06-03T11:44:19Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **64**
 - snapshot authored PRs/issues: **61 PRs / 3 issues**
-- snapshot discussion activity: **193 comments / 642 reviews / 1292 review comments**
+- snapshot discussion activity: **194 comments / 643 reviews / 1293 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
@@ -587,12 +587,12 @@ 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: `2026-06-02T13:22:45Z`
+- repo last seen: `2026-06-03T11:55:14Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **45**
 - snapshot authored PRs/issues: **45 PRs / 0 issues**
-- snapshot discussion activity: **719 comments / 247 reviews / 135 review comments**
+- snapshot discussion activity: **724 comments / 250 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`
@@ -628,18 +628,41 @@ 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: `2026-06-03T10:27:22Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **33**
+- snapshot authored PRs/issues: **33 PRs / 0 issues**
+- snapshot discussion activity: **52 comments / 154 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 #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) — open
+- [PR #46242: [Distributed] Reformat tensor parallel](https://github.com/huggingface/transformers/pull/46242) — open, draft
+
 ### `itazap`
 
 - profile: [github.com/itazap](https://github.com/itazap)
 - 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: `2026-06-02T15:31:32Z`
+- repo last seen: `2026-06-03T09:13:09Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **32**
 - snapshot authored PRs/issues: **32 PRs / 0 issues**
-- snapshot discussion activity: **54 comments / 53 reviews / 35 review comments**
+- snapshot discussion activity: **54 comments / 54 reviews / 35 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
@@ -651,29 +674,6 @@ Example artifacts:
 - [PR #46091: Update tokenizer mappings to use TokenizersBackend for additional models](https://github.com/huggingface/transformers/pull/46091) — open
 - [PR #45936: Fix models for which we don't have a dedicated tokenizer class, and the listed one is incorrect](https://github.com/huggingface/transformers/pull/45936) — 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: `2026-06-02T03:23:28Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **32**
-- snapshot authored PRs/issues: **32 PRs / 0 issues**
-- snapshot discussion activity: **52 comments / 154 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 #46251: [CB] Fix crashes when fork is not possible](https://github.com/huggingface/transformers/pull/46251) — open
-- [PR #46242: [Distributed] Reformat tensor parallel](https://github.com/huggingface/transformers/pull/46242) — open, draft
-- [PR #46116: [Fix] Stranded params](https://github.com/huggingface/transformers/pull/46116) — closed
-
 ### `yonigozlan`
 
 - profile: [github.com/yonigozlan](https://github.com/yonigozlan)
@@ -729,12 +729,12 @@ 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: `2026-06-01T17:04:06Z`
+- repo last seen: `2026-06-03T09:02:51Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **24**
 - snapshot authored PRs/issues: **24 PRs / 0 issues**
-- snapshot discussion activity: **40 comments / 160 reviews / 307 review comments**
+- snapshot discussion activity: **40 comments / 161 reviews / 317 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
@@ -796,6 +796,32 @@ Example artifacts:
 - [PR #46269: DIstributed branch base](https://github.com/huggingface/transformers/pull/46269) — open
 - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
 
+### `IlyasMoutawwakil`
+
+- profile: [github.com/IlyasMoutawwakil](https://github.com/IlyasMoutawwakil)
+- 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: `2026-06-03T11:41:34Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **22**
+- snapshot authored PRs/issues: **19 PRs / 3 issues**
+- snapshot discussion activity: **61 comments / 258 reviews / 229 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`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #46378: Fix dsv4 dequant + tp/ep](https://github.com/huggingface/transformers/pull/46378) — open
+- [PR #45981: Fix colqwen2 test](https://github.com/huggingface/transformers/pull/45981) — closed, merged
+- [PR #45634: DeepGEMM BF16 + mixed FP8/FP4 + MegaMoE + refactor](https://github.com/huggingface/transformers/pull/45634) — closed, merged
+- [Issue #45571: A nice UX for generating dynamic tensors that break torch.compile/torch.export](https://github.com/huggingface/transformers/issues/45571) — open
+- [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
+- [Issue #43317: device_map=auto fails to load the dequantized model on gpu+cpu offload](https://github.com/huggingface/transformers/issues/43317) — closed
+
 ### `Abdennacer-Badaoui`
 
 - profile: [github.com/Abdennacer-Badaoui](https://github.com/Abdennacer-Badaoui)
@@ -868,32 +894,6 @@ Example artifacts:
 - [Issue #44877: Strict config prevents loading `granite_speech` config](https://github.com/huggingface/transformers/issues/44877) — closed
 - [Issue #44625: Qwen3.5 `num_labels` not propagated from core config to text config](https://github.com/huggingface/transformers/issues/44625) — closed
 
-### `IlyasMoutawwakil`
-
-- profile: [github.com/IlyasMoutawwakil](https://github.com/IlyasMoutawwakil)
-- 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: `2026-06-02T08:28:43Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **21**
-- snapshot authored PRs/issues: **18 PRs / 3 issues**
-- snapshot discussion activity: **61 comments / 242 reviews / 215 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`
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #45981: Fix colqwen2 test](https://github.com/huggingface/transformers/pull/45981) — closed, merged
-- [PR #45634: DeepGEMM BF16 + mixed FP8/FP4 + MegaMoE + refactor](https://github.com/huggingface/transformers/pull/45634) — closed, merged
-- [PR #45621: Better Grouped GEMM + EP](https://github.com/huggingface/transformers/pull/45621) — closed, merged
-- [Issue #45571: A nice UX for generating dynamic tensors that break torch.compile/torch.export](https://github.com/huggingface/transformers/issues/45571) — open
-- [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
-- [Issue #43317: device_map=auto fails to load the dequantized model on gpu+cpu offload](https://github.com/huggingface/transformers/issues/43317) — closed
-
 ### `hf-security-analysis[bot]`
 
 - profile: [github.com/hf-security-analysis[bot]](https://github.com/hf-security-analysis[bot])
@@ -1348,12 +1348,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afilipinescu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afilipinescu)
 - repo first seen: `2026-05-22T20:20:49Z`
-- repo last seen: `2026-06-02T20:16:21Z`
+- repo last seen: `2026-06-03T09:20:38Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 23 reviews / 19 review comments**
+- snapshot discussion activity: **3 comments / 32 reviews / 27 review comments**
 - account age: **953 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
@@ -1371,12 +1371,12 @@ 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: `2026-06-02T18:47:16Z`
+- repo last seen: `2026-06-03T09:27:17Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **16 comments / 83 reviews / 96 review comments**
+- snapshot discussion activity: **18 comments / 83 reviews / 96 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`
@@ -1757,7 +1757,7 @@ Example artifacts:
 - heuristic read: **young account; extremely high recent PR volume; very broad repo spread**
 
 Example artifacts:
-- [PR #46363: fix: warn before applying HPU torch patches](https://github.com/huggingface/transformers/pull/46363) — open
+- [PR #46363: fix: warn before applying HPU torch patches](https://github.com/huggingface/transformers/pull/46363) — closed
 - [PR #46013: docs: document flash attention supports_mapping](https://github.com/huggingface/transformers/pull/46013) — open
 - [PR #44210: fix(lasr): remove spurious center arg from _torch_extract_fbank_features call](https://github.com/huggingface/transformers/pull/44210) — closed
 
@@ -1790,12 +1790,12 @@ 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: `2026-06-02T10:19:51Z`
+- repo last seen: `2026-06-03T11:49:01Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **27 comments / 11 reviews / 14 review comments**
+- snapshot discussion activity: **29 comments / 11 reviews / 14 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`
@@ -1879,32 +1879,6 @@ Example artifacts:
 - [Issue #45459: `except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed](https://github.com/huggingface/transformers/issues/45459) — closed
 - [Issue #44423: [Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) — AttributeError: 'str' object has no attribute 'to'](https://github.com/huggingface/transformers/issues/44423) — closed
 
-### `KoichiYasuoka`
-
-- profile: [github.com/KoichiYasuoka](https://github.com/KoichiYasuoka)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka)
-- repo first seen: `2026-01-21T06:14:39Z`
-- repo last seen: `2026-04-25T09:16:29Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **4 PRs / 3 issues**
-- snapshot discussion activity: **17 comments / 1 reviews / 1 review comments**
-- account age: **3839 days**
-- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #45311: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/pull/45311) — closed
-- [PR #45236: resize_token_embeddings does not resize lm_head](https://github.com/huggingface/transformers/pull/45236) — closed
-- [PR #44621: pipelines do not have modelcard](https://github.com/huggingface/transformers/pull/44621) — closed, merged
-- [Issue #45335: [t5gemma] resize_token_embeddings does not effect to decoder.embed_tokens](https://github.com/huggingface/transformers/issues/45335) — closed
-- [Issue #45292: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/issues/45292) — closed
-- [Issue #45276: [gemma4] resize_token_embeddings does not effect to embed_tokens_per_layer or output_embeddings](https://github.com/huggingface/transformers/issues/45276) — closed
-
 ### `merveenoyan`
 
 - profile: [github.com/merveenoyan](https://github.com/merveenoyan)
@@ -2278,12 +2252,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aavihu111)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aavihu111)
 - repo first seen: `2026-04-29T11:45:47Z`
-- repo last seen: `2026-06-01T08:41:30Z`
+- repo last seen: `2026-06-03T09:17:04Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 10 reviews / 10 review comments**
+- snapshot discussion activity: **2 comments / 12 reviews / 12 review comments**
 - account age: **2928 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
@@ -2294,6 +2268,28 @@ Example artifacts:
 - [PR #46306: fix: Enable flash_attention in Granite4Vision](https://github.com/huggingface/transformers/pull/46306) — closed
 - [PR #46031: Support Granite Speech NAR (NLE)](https://github.com/huggingface/transformers/pull/46031) — open
 
+### `blipbyte`
+
+- profile: [github.com/blipbyte](https://github.com/blipbyte)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ablipbyte)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablipbyte)
+- repo first seen: `2026-05-20T19:46:05Z`
+- repo last seen: `2026-06-03T09:56:14Z`
+- 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 / 5 reviews / 5 review comments**
+- account age: **2606 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
+- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
+- heuristic read: **no visible non-self stars**
+
+Example artifacts:
+- [PR #46375: [VITS] Un-skip test_model_forward](https://github.com/huggingface/transformers/pull/46375) — open
+- [PR #46125: Fix _is_package_available reporting available without a version](https://github.com/huggingface/transformers/pull/46125) — closed, merged
+
 ### `Brianzhengca`
 
 - profile: [github.com/Brianzhengca](https://github.com/Brianzhengca)
@@ -2404,6 +2400,28 @@ Example artifacts:
 - [PR #45752: Fix unhandled exception noise from background safetensors conversion thread](https://github.com/huggingface/transformers/pull/45752) — closed, merged
 - [PR #45700: Add docstrings to type validator functions](https://github.com/huggingface/transformers/pull/45700) — closed
 
+### `Dovis01`
+
+- profile: [github.com/Dovis01](https://github.com/Dovis01)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADovis01)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADovis01)
+- repo first seen: `2026-06-02T09:04:53Z`
+- repo last seen: `2026-06-03T08:39:53Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2009 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #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 #46338: Fix incorrect attribute mapping relationships in GLM MoE DSA Config](https://github.com/huggingface/transformers/pull/46338) — closed, merged
+
 ### `eladsegal`
 
 - profile: [github.com/eladsegal](https://github.com/eladsegal)
@@ -3304,6 +3322,32 @@ Example artifacts:
 - [Issue #43526: reduce_labels returns only one label instead of the whole array of labels in BeitImageProcessorFast](https://github.com/huggingface/transformers/issues/43526) — closed
 - [Issue #42977: Add ViT NEPA](https://github.com/huggingface/transformers/issues/42977) — open
 
+### `KoichiYasuoka`
+
+- profile: [github.com/KoichiYasuoka](https://github.com/KoichiYasuoka)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka)
+- repo first seen: `2026-01-21T06:14:39Z`
+- repo last seen: `2026-04-25T09:16:29Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **4 PRs / 3 issues**
+- snapshot discussion activity: **17 comments / 1 reviews / 1 review comments**
+- account age: **3839 days**
+- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #45311: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/pull/45311) — closed
+- [PR #45236: resize_token_embeddings does not resize lm_head](https://github.com/huggingface/transformers/pull/45236) — closed
+- [PR #44621: pipelines do not have modelcard](https://github.com/huggingface/transformers/pull/44621) — closed, merged
+- [Issue #45335: [t5gemma] resize_token_embeddings does not effect to decoder.embed_tokens](https://github.com/huggingface/transformers/issues/45335) — closed
+- [Issue #45292: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/issues/45292) — closed
+- [Issue #45276: [gemma4] resize_token_embeddings does not effect to embed_tokens_per_layer or output_embeddings](https://github.com/huggingface/transformers/issues/45276) — closed
+
 ### `ghost`
 
 - profile: [github.com/ghost](https://github.com/ghost)
@@ -3511,7 +3555,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume**
 
 Example artifacts:
-- [PR #46318: Pass library_name/version to Hub calls via a shared HfApi](https://github.com/huggingface/transformers/pull/46318) — open
+- [PR #46318: Pass library_name/version to Hub calls via a shared HfApi](https://github.com/huggingface/transformers/pull/46318) — closed, merged
 - [PR #43586: Increase default ReadTimeout in tests](https://github.com/huggingface/transformers/pull/43586) — closed, merged
 - [Issue #42556: [v5] Remove `safe_serialization` parameter](https://github.com/huggingface/transformers/issues/42556) — closed
 
@@ -3603,28 +3647,6 @@ Example artifacts:
 - [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — closed, merged
 - [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
 
-### `kallewoof`
-
-- profile: [github.com/kallewoof](https://github.com/kallewoof)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akallewoof)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akallewoof)
-- repo first seen: `2026-03-24T23:50:07Z`
-- repo last seen: `2026-04-09T14:34:19Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **5838 days**
-- recent public PR activity: **6 PRs** (3 merged / 3 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #45235: feat/rfc/poc: Agnostic GPU](https://github.com/huggingface/transformers/pull/45235) — closed, draft
-- [PR #44980: bug-fix: do not assume torch.cuda is available when setting up norm values, even if flash linear attention is available](https://github.com/huggingface/transformers/pull/44980) — closed
-
 ### `Kash6`
 
 - profile: [github.com/Kash6](https://github.com/Kash6)
@@ -4682,12 +4704,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aagesf)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aagesf)
 - repo first seen: `2026-06-01T12:58:11Z`
-- repo last seen: `2026-06-02T14:26:47Z`
+- repo last seen: `2026-06-03T10:18:29Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIMER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **0 comments / 4 reviews / 4 review comments**
 - account age: **1259 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
@@ -4957,7 +4979,7 @@ Example artifacts:
 - repo first seen: `2026-06-02T18:52:53Z`
 - repo last seen: `2026-06-03T05:32:32Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
@@ -4968,7 +4990,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #46353: [Mistral] Raise ValueError when continue_final_message=True with mist…](https://github.com/huggingface/transformers/pull/46353) — open
+- [PR #46353: [Mistral] Raise ValueError when continue_final_message=True with mist…](https://github.com/huggingface/transformers/pull/46353) — closed
 
 ### `aryanp2107`
 
@@ -5117,27 +5139,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45754: Fix mps device check for moe histogram routing](https://github.com/huggingface/transformers/pull/45754) — closed
 
-### `blipbyte`
-
-- profile: [github.com/blipbyte](https://github.com/blipbyte)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ablipbyte)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablipbyte)
-- repo first seen: `2026-05-20T19:46:05Z`
-- repo last seen: `2026-06-02T13:18:16Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 5 reviews / 5 review comments**
-- account age: **2606 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
-- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars**
-
-Example artifacts:
-- [PR #46125: Fix _is_package_available reporting available without a version](https://github.com/huggingface/transformers/pull/46125) — closed, merged
-
 ### `Bluear7878`
 
 - profile: [github.com/Bluear7878](https://github.com/Bluear7878)
@@ -5250,7 +5251,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acheparity)
 - repo first seen: `2026-06-03T05:18:26Z`
 - repo last seen: `2026-06-03T05:18:26Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -5517,27 +5518,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46158: Add beginner-friendly RAG example](https://github.com/huggingface/transformers/pull/46158) — closed
 
-### `Dovis01`
-
-- profile: [github.com/Dovis01](https://github.com/Dovis01)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADovis01)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADovis01)
-- repo first seen: `2026-06-02T09:04:53Z`
-- repo last seen: `2026-06-02T09:04:53Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2009 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #46338: Fix incorrect attribute mapping relationships in GLM MoE DSA Config](https://github.com/huggingface/transformers/pull/46338) — closed, merged
-
 ### `duyhv-qualgo`
 
 - profile: [github.com/duyhv-qualgo](https://github.com/duyhv-qualgo)
@@ -5777,7 +5757,7 @@ Example artifacts:
 - repo first seen: `2026-06-02T23:21:10Z`
 - repo last seen: `2026-06-02T23:21:10Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -5788,7 +5768,7 @@ Example artifacts:
 - heuristic read: **young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #46359: fix(tokenization): avoid O(T·N·logN) performance regression in convert_tokens_to_ids](https://github.com/huggingface/transformers/pull/46359) — open
+- [PR #46359: fix(tokenization): avoid O(T·N·logN) performance regression in convert_tokens_to_ids](https://github.com/huggingface/transformers/pull/46359) — closed
 
 ### `GopalGB`
 
@@ -5874,6 +5854,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46147: Use attention interface in RoFormerSelfAttention](https://github.com/huggingface/transformers/pull/46147) — closed
 
+### `Hannan-Komari`
+
+- profile: [github.com/Hannan-Komari](https://github.com/Hannan-Komari)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AHannan-Komari)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AHannan-Komari)
+- repo first seen: `2026-06-03T10:28:04Z`
+- repo last seen: `2026-06-03T10:28:04Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1308 days**
+- recent public PR activity: **10 PRs** (5 merged / 4 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **40%**, open rate **10%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars**
+
+Example artifacts:
+- [PR #46377: update transformers to the latest commits](https://github.com/huggingface/transformers/pull/46377) — closed
+
 ### `hanouticelina`
 
 - profile: [github.com/hanouticelina](https://github.com/hanouticelina)
@@ -6302,7 +6303,7 @@ Example artifacts:
 - repo first seen: `2026-06-02T15:31:42Z`
 - repo last seen: `2026-06-02T15:31:42Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -6313,7 +6314,7 @@ Example artifacts:
 - heuristic read: **high open PR share**
 
 Example artifacts:
-- [PR #46348: Propagation of output_hidden_states in  sub_configs](https://github.com/huggingface/transformers/pull/46348) — open
+- [PR #46348: Propagation of output_hidden_states in  sub_configs](https://github.com/huggingface/transformers/pull/46348) — closed
 
 ### `Kabir08`
 
@@ -6651,6 +6652,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45270: [Trainer] Support multi-loss component logging](https://github.com/huggingface/transformers/pull/45270) — open, draft
 
+### `manavmax`
+
+- profile: [github.com/manavmax](https://github.com/manavmax)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amanavmax)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amanavmax)
+- repo first seen: `2026-06-03T07:57:11Z`
+- repo last seen: `2026-06-03T09:04:48Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **1226 days**
+- recent public PR activity: **9 PRs** (1 merged / 6 closed-unmerged / 2 open; merged rate **11%**, closed-unmerged rate **67%**, open rate **22%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #46373: Fix#31501: Include train_tokens_per_second in final training metrics](https://github.com/huggingface/transformers/pull/46373) — closed
+
 ### `marvinzh`
 
 - profile: [github.com/marvinzh](https://github.com/marvinzh)
@@ -7350,12 +7372,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asebastianvlad1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asebastianvlad1)
 - repo first seen: `2026-04-30T16:48:02Z`
-- repo last seen: `2026-05-29T18:45:57Z`
+- repo last seen: `2026-06-03T09:51:30Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
 - account age: **3207 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
@@ -7428,27 +7450,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46120: Add video_processor support to VideoClassificationPipeline](https://github.com/huggingface/transformers/pull/46120) — closed
 
-### `shhKnight30`
-
-- profile: [github.com/shhKnight30](https://github.com/shhKnight30)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AshhKnight30)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AshhKnight30)
-- repo first seen: `2026-04-04T10:29:57Z`
-- repo last seen: `2026-04-10T10:21:30Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **931 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #45240: fix: restore mypy type checking for PreTrainedConfig subclasses (#45071)](https://github.com/huggingface/transformers/pull/45240) — closed, merged
-
 ### `Shikhar-S`
 
 - profile: [github.com/Shikhar-S](https://github.com/Shikhar-S)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aac9f873ae5965608b4c4d8da9a29bb76ada69e14c2a4c116f412b75272b99a4
-size 62315
+oid sha256:feb868442e983f4434dedf10143ab5124e7b649763834aa89c6ea76de5f43f74
+size 62384

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260603T060020Z",
-  "generated_at": "2026-06-03T06:01:17Z",
-  "cluster_count": 61,
+  "snapshot_id": "20260603T120101Z",
+  "generated_at": "2026-06-03T12:03:01Z",
+  "cluster_count": 64,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -19,7 +19,7 @@
         45273
       ],
       "representative_pr_number": 45067,
-      "average_similarity": 0.422,
+      "average_similarity": 0.424,
       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
       "shared_filenames": [
         "src/transformers/trainer.py"
@@ -32,8 +32,8 @@
         {
           "left_pr_number": 44189,
           "right_pr_number": 45067,
-          "similarity": 0.776,
-          "content_similarity": 0.86,
+          "similarity": 0.777,
+          "content_similarity": 0.861,
           "size_similarity": 0.16,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -48,8 +48,8 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 45067,
-          "similarity": 0.619,
-          "content_similarity": 0.456,
+          "similarity": 0.623,
+          "content_similarity": 0.462,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -64,8 +64,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 43663,
-          "similarity": 0.54,
-          "content_similarity": 0.404,
+          "similarity": 0.544,
+          "content_similarity": 0.409,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -80,8 +80,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 45067,
-          "similarity": 0.517,
-          "content_similarity": 0.369,
+          "similarity": 0.52,
+          "content_similarity": 0.375,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -96,8 +96,8 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 44123,
-          "similarity": 0.501,
-          "content_similarity": 0.404,
+          "similarity": 0.505,
+          "content_similarity": 0.409,
           "size_similarity": 0.455,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -112,8 +112,8 @@
         {
           "left_pr_number": 44257,
           "right_pr_number": 44660,
-          "similarity": 0.488,
-          "content_similarity": 0.268,
+          "similarity": 0.491,
+          "content_similarity": 0.273,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -128,8 +128,8 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 45067,
-          "similarity": 0.477,
-          "content_similarity": 0.369,
+          "similarity": 0.48,
+          "content_similarity": 0.375,
           "size_similarity": 0.455,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -144,8 +144,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 43663,
-          "similarity": 0.463,
-          "content_similarity": 0.353,
+          "similarity": 0.466,
+          "content_similarity": 0.357,
           "size_similarity": 0.44,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -160,8 +160,8 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 44660,
-          "similarity": 0.463,
-          "content_similarity": 0.395,
+          "similarity": 0.466,
+          "content_similarity": 0.4,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -176,8 +176,8 @@
         {
           "left_pr_number": 44189,
           "right_pr_number": 44660,
-          "similarity": 0.462,
-          "content_similarity": 0.303,
+          "similarity": 0.465,
+          "content_similarity": 0.307,
           "size_similarity": 0.667,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -190,11 +190,11 @@
           ]
         },
         {
-          "left_pr_number": 44189,
-          "right_pr_number": 45055,
-          "similarity": 0.446,
-          "content_similarity": 0.262,
-          "size_similarity": 0.75,
+          "left_pr_number": 43636,
+          "right_pr_number": 45067,
+          "similarity": 0.445,
+          "content_similarity": 0.327,
+          "size_similarity": 0.44,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -206,11 +206,11 @@
           ]
         },
         {
-          "left_pr_number": 43636,
-          "right_pr_number": 43651,
-          "similarity": 0.442,
-          "content_similarity": 0.286,
-          "size_similarity": 0.611,
+          "left_pr_number": 43663,
+          "right_pr_number": 44189,
+          "similarity": 0.445,
+          "content_similarity": 0.387,
+          "size_similarity": 0.16,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -223,10 +223,10 @@
         },
         {
           "left_pr_number": 43636,
-          "right_pr_number": 45067,
-          "similarity": 0.442,
-          "content_similarity": 0.324,
-          "size_similarity": 0.44,
+          "right_pr_number": 43651,
+          "similarity": 0.444,
+          "content_similarity": 0.289,
+          "size_similarity": 0.611,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -238,11 +238,11 @@
           ]
         },
         {
-          "left_pr_number": 43663,
-          "right_pr_number": 44189,
-          "similarity": 0.441,
-          "content_similarity": 0.382,
-          "size_similarity": 0.16,
+          "left_pr_number": 44660,
+          "right_pr_number": 45067,
+          "similarity": 0.443,
+          "content_similarity": 0.367,
+          "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -254,11 +254,11 @@
           ]
         },
         {
-          "left_pr_number": 44660,
-          "right_pr_number": 45067,
-          "similarity": 0.439,
-          "content_similarity": 0.362,
-          "size_similarity": 0.24,
+          "left_pr_number": 44189,
+          "right_pr_number": 45055,
+          "similarity": 0.442,
+          "content_similarity": 0.257,
+          "size_similarity": 0.75,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -272,8 +272,8 @@
         {
           "left_pr_number": 44189,
           "right_pr_number": 44257,
-          "similarity": 0.431,
-          "content_similarity": 0.259,
+          "similarity": 0.435,
+          "content_similarity": 0.264,
           "size_similarity": 0.667,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -286,11 +286,11 @@
           ]
         },
         {
-          "left_pr_number": 43636,
-          "right_pr_number": 44660,
-          "similarity": 0.428,
-          "content_similarity": 0.28,
-          "size_similarity": 0.545,
+          "left_pr_number": 43651,
+          "right_pr_number": 44123,
+          "similarity": 0.431,
+          "content_similarity": 0.332,
+          "size_similarity": 0.327,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -302,11 +302,11 @@
           ]
         },
         {
-          "left_pr_number": 43651,
-          "right_pr_number": 44123,
-          "similarity": 0.428,
-          "content_similarity": 0.327,
-          "size_similarity": 0.327,
+          "left_pr_number": 43636,
+          "right_pr_number": 44660,
+          "similarity": 0.43,
+          "content_similarity": 0.283,
+          "size_similarity": 0.545,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -320,8 +320,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 44660,
-          "similarity": 0.424,
-          "content_similarity": 0.32,
+          "similarity": 0.427,
+          "content_similarity": 0.325,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -336,8 +336,8 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 44257,
-          "similarity": 0.423,
-          "content_similarity": 0.338,
+          "similarity": 0.426,
+          "content_similarity": 0.343,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -352,8 +352,8 @@
         {
           "left_pr_number": 44660,
           "right_pr_number": 45055,
-          "similarity": 0.415,
-          "content_similarity": 0.271,
+          "similarity": 0.411,
+          "content_similarity": 0.265,
           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -366,11 +366,11 @@
           ]
         },
         {
-          "left_pr_number": 43663,
-          "right_pr_number": 45055,
-          "similarity": 0.408,
-          "content_similarity": 0.342,
-          "size_similarity": 0.12,
+          "left_pr_number": 44257,
+          "right_pr_number": 45067,
+          "similarity": 0.406,
+          "content_similarity": 0.315,
+          "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -382,11 +382,11 @@
           ]
         },
         {
-          "left_pr_number": 44257,
-          "right_pr_number": 45067,
+          "left_pr_number": 43651,
+          "right_pr_number": 44189,
           "similarity": 0.403,
-          "content_similarity": 0.31,
-          "size_similarity": 0.24,
+          "content_similarity": 0.314,
+          "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -400,8 +400,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 44257,
-          "similarity": 0.4,
-          "content_similarity": 0.24,
+          "similarity": 0.402,
+          "content_similarity": 0.243,
           "size_similarity": 0.545,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -414,11 +414,11 @@
           ]
         },
         {
-          "left_pr_number": 43651,
-          "right_pr_number": 44189,
-          "similarity": 0.4,
-          "content_similarity": 0.309,
-          "size_similarity": 0.222,
+          "left_pr_number": 43663,
+          "right_pr_number": 45055,
+          "similarity": 0.402,
+          "content_similarity": 0.334,
+          "size_similarity": 0.12,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -432,8 +432,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 44189,
-          "similarity": 0.394,
-          "content_similarity": 0.271,
+          "similarity": 0.396,
+          "content_similarity": 0.274,
           "size_similarity": 0.364,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -448,8 +448,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 44257,
-          "similarity": 0.392,
-          "content_similarity": 0.274,
+          "similarity": 0.395,
+          "content_similarity": 0.278,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -461,27 +461,11 @@
             "src"
           ]
         },
-        {
-          "left_pr_number": 45055,
-          "right_pr_number": 45273,
-          "similarity": 0.391,
-          "content_similarity": 0.202,
-          "size_similarity": 0.667,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/trainer.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        },
         {
           "left_pr_number": 44123,
           "right_pr_number": 44660,
-          "similarity": 0.39,
-          "content_similarity": 0.32,
+          "similarity": 0.394,
+          "content_similarity": 0.325,
           "size_similarity": 0.109,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -494,11 +478,11 @@
           ]
         },
         {
-          "left_pr_number": 44257,
-          "right_pr_number": 45055,
+          "left_pr_number": 45055,
+          "right_pr_number": 45273,
           "similarity": 0.388,
-          "content_similarity": 0.232,
-          "size_similarity": 0.5,
+          "content_similarity": 0.198,
+          "size_similarity": 0.667,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -510,11 +494,11 @@
           ]
         },
         {
-          "left_pr_number": 45055,
-          "right_pr_number": 45067,
-          "similarity": 0.387,
-          "content_similarity": 0.313,
-          "size_similarity": 0.12,
+          "left_pr_number": 44189,
+          "right_pr_number": 45273,
+          "similarity": 0.385,
+          "content_similarity": 0.229,
+          "size_similarity": 0.5,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -526,10 +510,10 @@
           ]
         },
         {
-          "left_pr_number": 44189,
-          "right_pr_number": 45273,
-          "similarity": 0.382,
-          "content_similarity": 0.225,
+          "left_pr_number": 44257,
+          "right_pr_number": 45055,
+          "similarity": 0.384,
+          "content_similarity": 0.228,
           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -544,8 +528,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 44123,
-          "similarity": 0.38,
-          "content_similarity": 0.286,
+          "similarity": 0.383,
+          "content_similarity": 0.289,
           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -558,11 +542,11 @@
           ]
         },
         {
-          "left_pr_number": 44123,
-          "right_pr_number": 44189,
-          "similarity": 0.377,
-          "content_similarity": 0.309,
-          "size_similarity": 0.073,
+          "left_pr_number": 45055,
+          "right_pr_number": 45067,
+          "similarity": 0.382,
+          "content_similarity": 0.306,
+          "size_similarity": 0.12,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -574,11 +558,11 @@
           ]
         },
         {
-          "left_pr_number": 43651,
-          "right_pr_number": 45055,
-          "similarity": 0.369,
-          "content_similarity": 0.277,
-          "size_similarity": 0.167,
+          "left_pr_number": 44123,
+          "right_pr_number": 44189,
+          "similarity": 0.381,
+          "content_similarity": 0.314,
+          "size_similarity": 0.073,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -592,8 +576,8 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 45273,
-          "similarity": 0.367,
-          "content_similarity": 0.293,
+          "similarity": 0.371,
+          "content_similarity": 0.298,
           "size_similarity": 0.08,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -608,8 +592,8 @@
         {
           "left_pr_number": 44660,
           "right_pr_number": 45273,
-          "similarity": 0.363,
-          "content_similarity": 0.233,
+          "similarity": 0.366,
+          "content_similarity": 0.237,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -622,11 +606,11 @@
           ]
         },
         {
-          "left_pr_number": 43636,
+          "left_pr_number": 43651,
           "right_pr_number": 45055,
-          "similarity": 0.361,
-          "content_similarity": 0.243,
-          "size_similarity": 0.273,
+          "similarity": 0.365,
+          "content_similarity": 0.271,
+          "size_similarity": 0.167,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -640,8 +624,8 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 44257,
-          "similarity": 0.358,
-          "content_similarity": 0.274,
+          "similarity": 0.361,
+          "content_similarity": 0.279,
           "size_similarity": 0.109,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -654,11 +638,11 @@
           ]
         },
         {
-          "left_pr_number": 44123,
+          "left_pr_number": 43636,
           "right_pr_number": 45055,
-          "similarity": 0.352,
-          "content_similarity": 0.277,
-          "size_similarity": 0.055,
+          "similarity": 0.356,
+          "content_similarity": 0.237,
+          "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -672,8 +656,8 @@
         {
           "left_pr_number": 45067,
           "right_pr_number": 45273,
-          "similarity": 0.35,
-          "content_similarity": 0.269,
+          "similarity": 0.353,
+          "content_similarity": 0.273,
           "size_similarity": 0.08,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -685,11 +669,27 @@
             "src"
           ]
         },
+        {
+          "left_pr_number": 44123,
+          "right_pr_number": 45055,
+          "similarity": 0.348,
+          "content_similarity": 0.271,
+          "size_similarity": 0.055,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/trainer.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
         {
           "left_pr_number": 44257,
           "right_pr_number": 45273,
-          "similarity": 0.339,
-          "content_similarity": 0.199,
+          "similarity": 0.342,
+          "content_similarity": 0.203,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -704,8 +704,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 45273,
-          "similarity": 0.333,
-          "content_similarity": 0.238,
+          "similarity": 0.336,
+          "content_similarity": 0.242,
           "size_similarity": 0.111,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -720,8 +720,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 45273,
-          "similarity": 0.323,
-          "content_similarity": 0.208,
+          "similarity": 0.325,
+          "content_similarity": 0.211,
           "size_similarity": 0.182,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -736,8 +736,8 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 45273,
-          "similarity": 0.322,
-          "content_similarity": 0.238,
+          "similarity": 0.325,
+          "content_similarity": 0.242,
           "size_similarity": 0.036,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -762,7 +762,7 @@
         46161
       ],
       "representative_pr_number": 45627,
-      "average_similarity": 0.429,
+      "average_similarity": 0.43,
       "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.",
       "shared_filenames": [
         "src/transformers/processing_utils.py",
@@ -780,8 +780,8 @@
         {
           "left_pr_number": 41606,
           "right_pr_number": 44543,
-          "similarity": 0.681,
-          "content_similarity": 0.656,
+          "similarity": 0.677,
+          "content_similarity": 0.651,
           "size_similarity": 0.583,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.683,
@@ -798,8 +798,8 @@
         {
           "left_pr_number": 45627,
           "right_pr_number": 46161,
-          "similarity": 0.675,
-          "content_similarity": 0.591,
+          "similarity": 0.676,
+          "content_similarity": 0.592,
           "size_similarity": 0.747,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.985,
@@ -838,8 +838,8 @@
         {
           "left_pr_number": 42668,
           "right_pr_number": 46161,
-          "similarity": 0.571,
-          "content_similarity": 0.663,
+          "similarity": 0.572,
+          "content_similarity": 0.666,
           "size_similarity": 0.253,
           "breadth_similarity": 0.216,
           "concentration_similarity": 0.937,
@@ -858,8 +858,8 @@
         {
           "left_pr_number": 41606,
           "right_pr_number": 45422,
-          "similarity": 0.499,
-          "content_similarity": 0.422,
+          "similarity": 0.496,
+          "content_similarity": 0.417,
           "size_similarity": 0.569,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.881,
@@ -876,8 +876,8 @@
         {
           "left_pr_number": 44543,
           "right_pr_number": 45422,
-          "similarity": 0.484,
-          "content_similarity": 0.457,
+          "similarity": 0.482,
+          "content_similarity": 0.453,
           "size_similarity": 0.331,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.802,
@@ -894,8 +894,8 @@
         {
           "left_pr_number": 44543,
           "right_pr_number": 46161,
-          "similarity": 0.392,
-          "content_similarity": 0.227,
+          "similarity": 0.397,
+          "content_similarity": 0.234,
           "size_similarity": 0.566,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.97,
@@ -911,8 +911,8 @@
         {
           "left_pr_number": 41606,
           "right_pr_number": 46161,
-          "similarity": 0.367,
-          "content_similarity": 0.122,
+          "similarity": 0.37,
+          "content_similarity": 0.127,
           "size_similarity": 0.971,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.712,
@@ -928,8 +928,8 @@
         {
           "left_pr_number": 44543,
           "right_pr_number": 45627,
-          "similarity": 0.364,
-          "content_similarity": 0.216,
+          "similarity": 0.369,
+          "content_similarity": 0.223,
           "size_similarity": 0.423,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.985,
@@ -945,8 +945,8 @@
         {
           "left_pr_number": 42668,
           "right_pr_number": 44543,
-          "similarity": 0.354,
-          "content_similarity": 0.31,
+          "similarity": 0.357,
+          "content_similarity": 0.314,
           "size_similarity": 0.446,
           "breadth_similarity": 0.216,
           "concentration_similarity": 0.967,
@@ -963,8 +963,8 @@
         {
           "left_pr_number": 41606,
           "right_pr_number": 45627,
-          "similarity": 0.325,
-          "content_similarity": 0.116,
+          "similarity": 0.328,
+          "content_similarity": 0.12,
           "size_similarity": 0.725,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.697,
@@ -980,8 +980,8 @@
         {
           "left_pr_number": 45422,
           "right_pr_number": 45627,
-          "similarity": 0.305,
-          "content_similarity": 0.103,
+          "similarity": 0.307,
+          "content_similarity": 0.106,
           "size_similarity": 0.784,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.816,
@@ -997,8 +997,8 @@
         {
           "left_pr_number": 45422,
           "right_pr_number": 46161,
-          "similarity": 0.28,
-          "content_similarity": 0.108,
+          "similarity": 0.282,
+          "content_similarity": 0.111,
           "size_similarity": 0.586,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.831,
@@ -1014,8 +1014,8 @@
         {
           "left_pr_number": 41606,
           "right_pr_number": 42668,
-          "similarity": 0.276,
-          "content_similarity": 0.262,
+          "similarity": 0.277,
+          "content_similarity": 0.263,
           "size_similarity": 0.26,
           "breadth_similarity": 0.216,
           "concentration_similarity": 0.649,
@@ -1033,7 +1033,7 @@
           "left_pr_number": 42668,
           "right_pr_number": 45422,
           "similarity": 0.202,
-          "content_similarity": 0.158,
+          "content_similarity": 0.159,
           "size_similarity": 0.148,
           "breadth_similarity": 0.307,
           "concentration_similarity": 0.768,
@@ -1148,8 +1148,8 @@
         {
           "left_pr_number": 45438,
           "right_pr_number": 45883,
-          "similarity": 0.548,
-          "content_similarity": 0.587,
+          "similarity": 0.549,
+          "content_similarity": 0.588,
           "size_similarity": 0.392,
           "breadth_similarity": 0.325,
           "concentration_similarity": 0.92,
@@ -1281,63 +1281,259 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-44070-4",
+      "cluster_id": "pr-scope-44974-5",
       "pr_numbers": [
-        44070,
-        45296,
-        45546,
-        45668
+        44974,
+        45635,
+        45756,
+        45996,
+        46378
       ],
-      "representative_pr_number": 45546,
-      "average_similarity": 0.749,
-      "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
+      "representative_pr_number": 45635,
+      "average_similarity": 0.423,
+      "summary": "5 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`; representative PR #45635.",
       "shared_filenames": [
-        "src/transformers/integrations/ggml.py",
-        "tests/quantization/ggml/test_ggml.py",
-        "src/transformers/modeling_gguf_pytorch_utils.py"
+        "src/transformers/core_model_loading.py",
+        "tests/utils/test_core_model_loading.py"
       ],
       "shared_directories": [
-        "tests/quantization/ggml",
-        "src/transformers/integrations",
-        "tests/quantization",
         "src/transformers",
+        "src",
+        "tests/utils",
         "tests",
-        "src"
+        "src/transformers/integrations"
       ],
       "pairwise": [
         {
-          "left_pr_number": 44070,
-          "right_pr_number": 45296,
-          "similarity": 0.876,
-          "content_similarity": 0.892,
-          "size_similarity": 0.702,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.932,
+          "left_pr_number": 44974,
+          "right_pr_number": 45635,
+          "similarity": 0.717,
+          "content_similarity": 0.717,
+          "size_similarity": 0.59,
+          "breadth_similarity": 0.8,
+          "concentration_similarity": 0.929,
           "shared_filenames": [
-            "src/transformers/integrations/ggml.py",
-            "src/transformers/modeling_gguf_pytorch_utils.py",
-            "tests/quantization/ggml/test_ggml.py"
+            "src/transformers/core_model_loading.py",
+            "tests/utils/test_core_model_loading.py"
           ],
           "shared_directories": [
-            "src/transformers/integrations",
-            "tests/quantization/ggml",
             "src/transformers",
-            "tests/quantization",
+            "tests/utils",
             "src",
             "tests"
           ]
         },
         {
-          "left_pr_number": 45546,
-          "right_pr_number": 45668,
-          "similarity": 0.804,
-          "content_similarity": 0.776,
-          "size_similarity": 0.773,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.903,
+          "left_pr_number": 45635,
+          "right_pr_number": 45996,
+          "similarity": 0.65,
+          "content_similarity": 0.596,
+          "size_similarity": 0.714,
+          "breadth_similarity": 0.875,
+          "concentration_similarity": 0.758,
           "shared_filenames": [
-            "src/transformers/integrations/ggml.py",
-            "src/transformers/modeling_gguf_pytorch_utils.py",
+            "src/transformers/core_model_loading.py",
+            "tests/utils/test_core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 44974,
+          "right_pr_number": 45996,
+          "similarity": 0.584,
+          "content_similarity": 0.556,
+          "size_similarity": 0.422,
+          "breadth_similarity": 0.9,
+          "concentration_similarity": 0.829,
+          "shared_filenames": [
+            "src/transformers/core_model_loading.py",
+            "tests/utils/test_core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 45756,
+          "right_pr_number": 46378,
+          "similarity": 0.441,
+          "content_similarity": 0.273,
+          "size_similarity": 0.667,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45635,
+          "right_pr_number": 46378,
+          "similarity": 0.432,
+          "content_similarity": 0.509,
+          "size_similarity": 0.01,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.814,
+          "shared_filenames": [
+            "src/transformers/core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44974,
+          "right_pr_number": 46378,
+          "similarity": 0.355,
+          "content_similarity": 0.415,
+          "size_similarity": 0.006,
+          "breadth_similarity": 0.267,
+          "concentration_similarity": 0.743,
+          "shared_filenames": [
+            "src/transformers/core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44974,
+          "right_pr_number": 45756,
+          "similarity": 0.312,
+          "content_similarity": 0.354,
+          "size_similarity": 0.004,
+          "breadth_similarity": 0.267,
+          "concentration_similarity": 0.743,
+          "shared_filenames": [
+            "src/transformers/core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45996,
+          "right_pr_number": 46378,
+          "similarity": 0.282,
+          "content_similarity": 0.318,
+          "size_similarity": 0.014,
+          "breadth_similarity": 0.292,
+          "concentration_similarity": 0.572,
+          "shared_filenames": [
+            "src/transformers/core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45635,
+          "right_pr_number": 45756,
+          "similarity": 0.279,
+          "content_similarity": 0.292,
+          "size_similarity": 0.007,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.814,
+          "shared_filenames": [
+            "src/transformers/core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45756,
+          "right_pr_number": 45996,
+          "similarity": 0.182,
+          "content_similarity": 0.175,
+          "size_similarity": 0.009,
+          "breadth_similarity": 0.292,
+          "concentration_similarity": 0.572,
+          "shared_filenames": [
+            "src/transformers/core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-44070-4",
+      "pr_numbers": [
+        44070,
+        45296,
+        45546,
+        45668
+      ],
+      "representative_pr_number": 45546,
+      "average_similarity": 0.749,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
+      "shared_filenames": [
+        "src/transformers/integrations/ggml.py",
+        "tests/quantization/ggml/test_ggml.py",
+        "src/transformers/modeling_gguf_pytorch_utils.py"
+      ],
+      "shared_directories": [
+        "tests/quantization/ggml",
+        "src/transformers/integrations",
+        "tests/quantization",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 44070,
+          "right_pr_number": 45296,
+          "similarity": 0.876,
+          "content_similarity": 0.892,
+          "size_similarity": 0.702,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.932,
+          "shared_filenames": [
+            "src/transformers/integrations/ggml.py",
+            "src/transformers/modeling_gguf_pytorch_utils.py",
+            "tests/quantization/ggml/test_ggml.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "tests/quantization/ggml",
+            "src/transformers",
+            "tests/quantization",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 45546,
+          "right_pr_number": 45668,
+          "similarity": 0.804,
+          "content_similarity": 0.776,
+          "size_similarity": 0.773,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.903,
+          "shared_filenames": [
+            "src/transformers/integrations/ggml.py",
+            "src/transformers/modeling_gguf_pytorch_utils.py",
             "tests/quantization/ggml/test_ggml.py"
           ],
           "shared_directories": [
@@ -1448,7 +1644,7 @@
         46264
       ],
       "representative_pr_number": 46264,
-      "average_similarity": 0.571,
+      "average_similarity": 0.57,
       "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 #46264.",
       "shared_filenames": [
         ".github/workflows/build-ci-docker-images.yml",
@@ -1469,7 +1665,7 @@
           "left_pr_number": 42975,
           "right_pr_number": 46264,
           "similarity": 0.746,
-          "content_similarity": 0.74,
+          "content_similarity": 0.739,
           "size_similarity": 0.579,
           "breadth_similarity": 0.912,
           "concentration_similarity": 1.0,
@@ -1493,8 +1689,8 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 45077,
-          "similarity": 0.678,
-          "content_similarity": 0.622,
+          "similarity": 0.677,
+          "content_similarity": 0.621,
           "size_similarity": 0.731,
           "breadth_similarity": 0.833,
           "concentration_similarity": 1.0,
@@ -1540,8 +1736,8 @@
         {
           "left_pr_number": 45077,
           "right_pr_number": 46264,
-          "similarity": 0.539,
-          "content_similarity": 0.498,
+          "similarity": 0.538,
+          "content_similarity": 0.496,
           "size_similarity": 0.423,
           "breadth_similarity": 0.775,
           "concentration_similarity": 1.0,
@@ -1565,8 +1761,8 @@
         {
           "left_pr_number": 42976,
           "right_pr_number": 45077,
-          "similarity": 0.484,
-          "content_similarity": 0.509,
+          "similarity": 0.482,
+          "content_similarity": 0.507,
           "size_similarity": 0.074,
           "breadth_similarity": 0.659,
           "concentration_similarity": 1.0,
@@ -1585,8 +1781,8 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 42976,
-          "similarity": 0.41,
-          "content_similarity": 0.406,
+          "similarity": 0.408,
+          "content_similarity": 0.404,
           "size_similarity": 0.101,
           "breadth_similarity": 0.606,
           "concentration_similarity": 1.0,
@@ -1723,142 +1919,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-44974-4",
-      "pr_numbers": [
-        44974,
-        45421,
-        45635,
-        45996
-      ],
-      "representative_pr_number": 45635,
-      "average_similarity": 0.526,
-      "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": [
-        "src/transformers/core_model_loading.py",
-        "tests/utils/test_core_model_loading.py",
-        "tests/test_modeling_common.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "tests",
-        "src",
-        "tests/utils",
-        "src/transformers/integrations"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 44974,
-          "right_pr_number": 45635,
-          "similarity": 0.718,
-          "content_similarity": 0.719,
-          "size_similarity": 0.59,
-          "breadth_similarity": 0.8,
-          "concentration_similarity": 0.929,
-          "shared_filenames": [
-            "src/transformers/core_model_loading.py",
-            "tests/utils/test_core_model_loading.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 45635,
-          "right_pr_number": 45996,
-          "similarity": 0.651,
-          "content_similarity": 0.598,
-          "size_similarity": 0.714,
-          "breadth_similarity": 0.875,
-          "concentration_similarity": 0.758,
-          "shared_filenames": [
-            "src/transformers/core_model_loading.py",
-            "tests/utils/test_core_model_loading.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 44974,
-          "right_pr_number": 45996,
-          "similarity": 0.585,
-          "content_similarity": 0.558,
-          "size_similarity": 0.422,
-          "breadth_similarity": 0.9,
-          "concentration_similarity": 0.829,
-          "shared_filenames": [
-            "src/transformers/core_model_loading.py",
-            "tests/utils/test_core_model_loading.py"
-          ],
-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 45421,
-          "right_pr_number": 45635,
-          "similarity": 0.464,
-          "content_similarity": 0.378,
-          "size_similarity": 0.803,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.586,
-          "shared_filenames": [
-            "src/transformers/core_model_loading.py",
-            "tests/test_modeling_common.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 44974,
-          "right_pr_number": 45421,
-          "similarity": 0.42,
-          "content_similarity": 0.301,
-          "size_similarity": 0.735,
-          "breadth_similarity": 0.667,
-          "concentration_similarity": 0.657,
-          "shared_filenames": [
-            "src/transformers/core_model_loading.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 45421,
-          "right_pr_number": 45996,
-          "similarity": 0.32,
-          "content_similarity": 0.191,
-          "size_similarity": 0.573,
-          "breadth_similarity": 0.583,
-          "concentration_similarity": 0.828,
-          "shared_filenames": [
-            "src/transformers/core_model_loading.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-34667-4",
       "pr_numbers": [
@@ -1868,7 +1928,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.52,
+      "average_similarity": 0.521,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1882,8 +1942,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 45985,
-          "similarity": 0.617,
-          "content_similarity": 0.51,
+          "similarity": 0.618,
+          "content_similarity": 0.512,
           "size_similarity": 0.733,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1899,8 +1959,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 45985,
-          "similarity": 0.61,
-          "content_similarity": 0.518,
+          "similarity": 0.611,
+          "content_similarity": 0.519,
           "size_similarity": 0.652,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1916,8 +1976,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 39683,
-          "similarity": 0.539,
-          "content_similarity": 0.454,
+          "similarity": 0.541,
+          "content_similarity": 0.455,
           "size_similarity": 0.478,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1933,8 +1993,8 @@
         {
           "left_pr_number": 44872,
           "right_pr_number": 45985,
-          "similarity": 0.474,
-          "content_similarity": 0.42,
+          "similarity": 0.475,
+          "content_similarity": 0.421,
           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1950,8 +2010,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 44872,
-          "similarity": 0.448,
-          "content_similarity": 0.368,
+          "similarity": 0.449,
+          "content_similarity": 0.369,
           "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1967,8 +2027,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 44872,
-          "similarity": 0.431,
-          "content_similarity": 0.373,
+          "similarity": 0.432,
+          "content_similarity": 0.375,
           "size_similarity": 0.13,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1992,7 +2052,7 @@
         46152
       ],
       "representative_pr_number": 46152,
-      "average_similarity": 0.402,
+      "average_similarity": 0.406,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #46152.",
       "shared_filenames": [
         "src/transformers/utils/import_utils.py"
@@ -2006,8 +2066,8 @@
         {
           "left_pr_number": 44615,
           "right_pr_number": 46152,
-          "similarity": 0.62,
-          "content_similarity": 0.547,
+          "similarity": 0.625,
+          "content_similarity": 0.554,
           "size_similarity": 0.583,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2023,8 +2083,8 @@
         {
           "left_pr_number": 45060,
           "right_pr_number": 46152,
-          "similarity": 0.436,
-          "content_similarity": 0.341,
+          "similarity": 0.439,
+          "content_similarity": 0.345,
           "size_similarity": 0.95,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.421,
@@ -2040,8 +2100,8 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 44615,
-          "similarity": 0.407,
-          "content_similarity": 0.335,
+          "similarity": 0.412,
+          "content_similarity": 0.342,
           "size_similarity": 0.371,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2057,8 +2117,8 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 46152,
-          "similarity": 0.391,
-          "content_similarity": 0.346,
+          "similarity": 0.396,
+          "content_similarity": 0.353,
           "size_similarity": 0.217,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2074,8 +2134,8 @@
         {
           "left_pr_number": 44615,
           "right_pr_number": 45060,
-          "similarity": 0.312,
-          "content_similarity": 0.237,
+          "similarity": 0.316,
+          "content_similarity": 0.242,
           "size_similarity": 0.614,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.421,
@@ -2091,8 +2151,8 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 45060,
-          "similarity": 0.243,
-          "content_similarity": 0.173,
+          "similarity": 0.247,
+          "content_similarity": 0.178,
           "size_similarity": 0.228,
           "breadth_similarity": 0.667,
           "concentration_similarity": 0.421,
@@ -2208,7 +2268,7 @@
         {
           "left_pr_number": 41441,
           "right_pr_number": 43469,
-          "similarity": 0.667,
+          "similarity": 0.666,
           "content_similarity": 0.752,
           "size_similarity": 0.35,
           "breadth_similarity": 0.5,
@@ -2224,109 +2284,33 @@
         {
           "left_pr_number": 41441,
           "right_pr_number": 46364,
-          "similarity": 0.654,
-          "content_similarity": 0.506,
-          "size_similarity": 1.0,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/hf_argparser.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43469,
-          "right_pr_number": 46364,
-          "similarity": 0.386,
-          "content_similarity": 0.351,
-          "size_similarity": 0.35,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.75,
-          "shared_filenames": [
-            "src/transformers/hf_argparser.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-41855-3",
-      "pr_numbers": [
-        41855,
-        46330,
-        46353
-      ],
-      "representative_pr_number": 46353,
-      "average_similarity": 0.567,
-      "summary": "3 open PRs share weighted file overlap around `tests/test_tokenization_mistral_common.py`, `src/transformers/tokenization_mistral_common.py`; representative PR #46353.",
-      "shared_filenames": [
-        "tests/test_tokenization_mistral_common.py",
-        "src/transformers/tokenization_mistral_common.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "tests",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 46330,
-          "right_pr_number": 46353,
-          "similarity": 0.769,
-          "content_similarity": 0.807,
-          "size_similarity": 0.357,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/tokenization_mistral_common.py",
-            "tests/test_tokenization_mistral_common.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 41855,
-          "right_pr_number": 46353,
-          "similarity": 0.478,
-          "content_similarity": 0.457,
-          "size_similarity": 0.133,
+          "similarity": 0.654,
+          "content_similarity": 0.506,
+          "size_similarity": 1.0,
           "breadth_similarity": 1.0,
-          "concentration_similarity": 0.758,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/transformers/tokenization_mistral_common.py",
-            "tests/test_tokenization_mistral_common.py"
+            "src/transformers/hf_argparser.py"
           ],
           "shared_directories": [
             "src/transformers",
-            "src",
-            "tests"
+            "src"
           ]
         },
         {
-          "left_pr_number": 41855,
-          "right_pr_number": 46330,
-          "similarity": 0.455,
-          "content_similarity": 0.373,
-          "size_similarity": 0.371,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.758,
+          "left_pr_number": 43469,
+          "right_pr_number": 46364,
+          "similarity": 0.386,
+          "content_similarity": 0.351,
+          "size_similarity": 0.35,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.75,
           "shared_filenames": [
-            "src/transformers/tokenization_mistral_common.py",
-            "tests/test_tokenization_mistral_common.py"
+            "src/transformers/hf_argparser.py"
           ],
           "shared_directories": [
             "src/transformers",
-            "src",
-            "tests"
+            "src"
           ]
         }
       ]
@@ -2457,7 +2441,7 @@
           "left_pr_number": 44680,
           "right_pr_number": 45666,
           "similarity": 0.453,
-          "content_similarity": 0.533,
+          "content_similarity": 0.534,
           "size_similarity": 0.042,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.632,
@@ -2570,6 +2554,70 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45825-3",
+      "pr_numbers": [
+        45825,
+        46327,
+        46371
+      ],
+      "representative_pr_number": 45825,
+      "average_similarity": 0.488,
+      "summary": "3 open PRs share weighted file overlap around `.github/workflows/pr-repo-consistency-bot.yml`; representative PR #45825.",
+      "shared_filenames": [
+        ".github/workflows/pr-repo-consistency-bot.yml"
+      ],
+      "shared_directories": [
+        ".github/workflows",
+        ".github"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45825,
+          "right_pr_number": 46371,
+          "similarity": 0.736,
+          "content_similarity": 0.781,
+          "size_similarity": 0.265,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            ".github/workflows/pr-repo-consistency-bot.yml"
+          ],
+          "shared_directories": [
+            ".github/workflows",
+            ".github"
+          ]
+        },
+        {
+          "left_pr_number": 45825,
+          "right_pr_number": 46327,
+          "similarity": 0.376,
+          "content_similarity": 0.185,
+          "size_similarity": 0.643,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            ".github/workflows",
+            ".github"
+          ]
+        },
+        {
+          "left_pr_number": 46327,
+          "right_pr_number": 46371,
+          "similarity": 0.353,
+          "content_similarity": 0.201,
+          "size_similarity": 0.412,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            ".github/workflows",
+            ".github"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44940-3",
       "pr_numbers": [
@@ -2578,7 +2626,7 @@
         46207
       ],
       "representative_pr_number": 44940,
-      "average_similarity": 0.482,
+      "average_similarity": 0.483,
       "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.",
       "shared_filenames": [
         "tests/utils/test_modeling_utils.py",
@@ -2594,8 +2642,8 @@
         {
           "left_pr_number": 44940,
           "right_pr_number": 46207,
-          "similarity": 0.534,
-          "content_similarity": 0.441,
+          "similarity": 0.535,
+          "content_similarity": 0.444,
           "size_similarity": 0.662,
           "breadth_similarity": 0.833,
           "concentration_similarity": 0.839,
@@ -2613,8 +2661,8 @@
         {
           "left_pr_number": 44940,
           "right_pr_number": 46114,
-          "similarity": 0.484,
-          "content_similarity": 0.42,
+          "similarity": 0.485,
+          "content_similarity": 0.422,
           "size_similarity": 0.692,
           "breadth_similarity": 0.381,
           "concentration_similarity": 0.96,
@@ -2631,8 +2679,8 @@
         {
           "left_pr_number": 46114,
           "right_pr_number": 46207,
-          "similarity": 0.428,
-          "content_similarity": 0.412,
+          "similarity": 0.429,
+          "content_similarity": 0.414,
           "size_similarity": 0.458,
           "breadth_similarity": 0.31,
           "concentration_similarity": 0.798,
@@ -2770,7 +2818,7 @@
           "left_pr_number": 45293,
           "right_pr_number": 45317,
           "similarity": 0.492,
-          "content_similarity": 0.332,
+          "content_similarity": 0.331,
           "size_similarity": 0.741,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.972,
@@ -2788,8 +2836,8 @@
         {
           "left_pr_number": 45317,
           "right_pr_number": 46091,
-          "similarity": 0.42,
-          "content_similarity": 0.377,
+          "similarity": 0.419,
+          "content_similarity": 0.376,
           "size_similarity": 0.276,
           "breadth_similarity": 0.667,
           "concentration_similarity": 0.957,
@@ -2814,7 +2862,7 @@
         45655
       ],
       "representative_pr_number": 45649,
-      "average_similarity": 0.454,
+      "average_similarity": 0.457,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -2827,8 +2875,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45649,
-          "similarity": 0.507,
-          "content_similarity": 0.513,
+          "similarity": 0.509,
+          "content_similarity": 0.516,
           "size_similarity": 0.149,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2843,8 +2891,8 @@
         {
           "left_pr_number": 45649,
           "right_pr_number": 45655,
-          "similarity": 0.505,
-          "content_similarity": 0.34,
+          "similarity": 0.508,
+          "content_similarity": 0.344,
           "size_similarity": 0.778,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2859,8 +2907,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45655,
-          "similarity": 0.351,
-          "content_similarity": 0.282,
+          "similarity": 0.354,
+          "content_similarity": 0.286,
           "size_similarity": 0.191,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -3037,7 +3085,7 @@
         45783
       ],
       "representative_pr_number": 45783,
-      "average_similarity": 0.411,
+      "average_similarity": 0.407,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/aya_vision/modeling_aya_vision.py`, `src/transformers/models/cohere2_vision/modeling_cohere2_vision.py`, `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`; representative PR #45783.",
       "shared_filenames": [
         "src/transformers/models/aya_vision/modeling_aya_vision.py",
@@ -3063,11 +3111,11 @@
         {
           "left_pr_number": 44907,
           "right_pr_number": 45783,
-          "similarity": 0.495,
-          "content_similarity": 0.502,
-          "size_similarity": 0.077,
-          "breadth_similarity": 0.824,
-          "concentration_similarity": 0.987,
+          "similarity": 0.487,
+          "content_similarity": 0.494,
+          "size_similarity": 0.075,
+          "breadth_similarity": 0.809,
+          "concentration_similarity": 0.99,
           "shared_filenames": [
             "src/transformers/models/aria/modeling_aria.py",
             "src/transformers/models/aya_vision/modeling_aya_vision.py",
@@ -3096,11 +3144,11 @@
         {
           "left_pr_number": 43446,
           "right_pr_number": 45783,
-          "similarity": 0.405,
-          "content_similarity": 0.382,
-          "size_similarity": 0.35,
-          "breadth_similarity": 0.392,
-          "concentration_similarity": 0.912,
+          "similarity": 0.4,
+          "content_similarity": 0.376,
+          "size_similarity": 0.344,
+          "breadth_similarity": 0.4,
+          "concentration_similarity": 0.909,
           "shared_filenames": [
             "src/transformers/models/aria/modeling_aria.py",
             "src/transformers/models/aria/modular_aria.py",
@@ -3228,11 +3276,11 @@
         {
           "left_pr_number": 46099,
           "right_pr_number": 46290,
-          "similarity": 0.376,
+          "similarity": 0.375,
           "content_similarity": 0.34,
           "size_similarity": 0.089,
           "breadth_similarity": 0.745,
-          "concentration_similarity": 0.998,
+          "concentration_similarity": 0.996,
           "shared_filenames": [
             "src/transformers/distributed/tensor_parallel.py",
             "src/transformers/models/deepseek_v2/configuration_deepseek_v2.py",
@@ -3265,7 +3313,7 @@
           "content_similarity": 0.395,
           "size_similarity": 0.148,
           "breadth_similarity": 0.223,
-          "concentration_similarity": 0.798,
+          "concentration_similarity": 0.8,
           "shared_filenames": [
             "src/transformers/distributed/tensor_parallel.py",
             "src/transformers/integrations/moe.py",
@@ -3314,8 +3362,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.388,
-          "content_similarity": 0.126,
+          "similarity": 0.387,
+          "content_similarity": 0.124,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3331,7 +3379,7 @@
           "left_pr_number": 44407,
           "right_pr_number": 44550,
           "similarity": 0.359,
-          "content_similarity": 0.094,
+          "content_similarity": 0.093,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3345,7 +3393,7 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44407,
-          "similarity": 0.349,
+          "similarity": 0.35,
           "content_similarity": 0.08,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
@@ -3382,8 +3430,8 @@
         {
           "left_pr_number": 44889,
           "right_pr_number": 44981,
-          "similarity": 0.4,
-          "content_similarity": 0.159,
+          "similarity": 0.402,
+          "content_similarity": 0.161,
           "size_similarity": 0.991,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.812,
@@ -3716,7 +3764,7 @@
         45645
       ],
       "representative_pr_number": 45639,
-      "average_similarity": 0.777,
+      "average_similarity": 0.778,
       "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `src/transformers/testing_utils.py`; representative PR #45639.",
       "shared_filenames": [
         "tests/utils/test_testing_utils.py",
@@ -3732,7 +3780,7 @@
         {
           "left_pr_number": 45639,
           "right_pr_number": 45645,
-          "similarity": 0.777,
+          "similarity": 0.778,
           "content_similarity": 0.837,
           "size_similarity": 0.646,
           "breadth_similarity": 0.5,
@@ -3936,7 +3984,7 @@
           "left_pr_number": 44893,
           "right_pr_number": 46173,
           "similarity": 0.738,
-          "content_similarity": 0.792,
+          "content_similarity": 0.793,
           "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4031,7 +4079,7 @@
         43816
       ],
       "representative_pr_number": 43779,
-      "average_similarity": 0.667,
+      "average_similarity": 0.668,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.",
       "shared_filenames": [
         "src/transformers/integrations/integration_utils.py"
@@ -4045,7 +4093,7 @@
         {
           "left_pr_number": 43779,
           "right_pr_number": 43816,
-          "similarity": 0.667,
+          "similarity": 0.668,
           "content_similarity": 0.686,
           "size_similarity": 0.25,
           "breadth_similarity": 1.0,
@@ -4068,7 +4116,7 @@
         46174
       ],
       "representative_pr_number": 45932,
-      "average_similarity": 0.596,
+      "average_similarity": 0.595,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #45932.",
       "shared_filenames": [
         "src/transformers/models/vit_mae/modeling_vit_mae.py",
@@ -4094,8 +4142,8 @@
         {
           "left_pr_number": 45932,
           "right_pr_number": 46174,
-          "similarity": 0.596,
-          "content_similarity": 0.636,
+          "similarity": 0.595,
+          "content_similarity": 0.635,
           "size_similarity": 0.248,
           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -4280,7 +4328,7 @@
         46177
       ],
       "representative_pr_number": 45541,
-      "average_similarity": 0.538,
+      "average_similarity": 0.53,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.",
       "shared_filenames": [
         "src/transformers/tokenization_utils_base.py"
@@ -4293,8 +4341,8 @@
         {
           "left_pr_number": 45541,
           "right_pr_number": 46177,
-          "similarity": 0.538,
-          "content_similarity": 0.443,
+          "similarity": 0.53,
+          "content_similarity": 0.432,
           "size_similarity": 0.519,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4417,7 +4465,7 @@
         43649
       ],
       "representative_pr_number": 43532,
-      "average_similarity": 0.507,
+      "average_similarity": 0.505,
       "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",
@@ -4437,8 +4485,8 @@
         {
           "left_pr_number": 43532,
           "right_pr_number": 43649,
-          "similarity": 0.507,
-          "content_similarity": 0.45,
+          "similarity": 0.505,
+          "content_similarity": 0.448,
           "size_similarity": 0.395,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.893,
@@ -4481,7 +4529,7 @@
           "left_pr_number": 45056,
           "right_pr_number": 45128,
           "similarity": 0.504,
-          "content_similarity": 0.4,
+          "content_similarity": 0.401,
           "size_similarity": 0.669,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.724,
@@ -4503,7 +4551,7 @@
         46128
       ],
       "representative_pr_number": 45110,
-      "average_similarity": 0.5,
+      "average_similarity": 0.501,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/sam3_1_video/__init__.py`, `src/transformers/models/sam3_1_video/configuration_sam3_1_video.py`, `src/transformers/models/sam3_1_video/convert_sam3_1_video_to_hf.py`; representative PR #45110.",
       "shared_filenames": [
         "src/transformers/models/sam3_1_video/__init__.py",
@@ -4528,7 +4576,7 @@
         {
           "left_pr_number": 45110,
           "right_pr_number": 46128,
-          "similarity": 0.5,
+          "similarity": 0.501,
           "content_similarity": 0.439,
           "size_similarity": 0.443,
           "breadth_similarity": 0.84,
@@ -4564,7 +4612,7 @@
         45333
       ],
       "representative_pr_number": 45332,
-      "average_similarity": 0.491,
+      "average_similarity": 0.492,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.",
       "shared_filenames": [
         "src/transformers/heterogeneity/__init__.py",
@@ -4584,8 +4632,8 @@
         {
           "left_pr_number": 45332,
           "right_pr_number": 45333,
-          "similarity": 0.491,
-          "content_similarity": 0.52,
+          "similarity": 0.492,
+          "content_similarity": 0.521,
           "size_similarity": 0.203,
           "breadth_similarity": 0.479,
           "concentration_similarity": 0.976,
@@ -4655,6 +4703,86 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45300-2",
+      "pr_numbers": [
+        45300,
+        46368
+      ],
+      "representative_pr_number": 45300,
+      "average_similarity": 0.482,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/nemotron_h/test_modeling_nemotron_h.py`; representative PR #45300.",
+      "shared_filenames": [
+        "tests/models/nemotron_h/test_modeling_nemotron_h.py"
+      ],
+      "shared_directories": [
+        "tests/models/nemotron_h",
+        "tests/models",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45300,
+          "right_pr_number": 46368,
+          "similarity": 0.482,
+          "content_similarity": 0.581,
+          "size_similarity": 0.028,
+          "breadth_similarity": 0.267,
+          "concentration_similarity": 0.883,
+          "shared_filenames": [
+            "tests/models/nemotron_h/test_modeling_nemotron_h.py"
+          ],
+          "shared_directories": [
+            "tests/models/nemotron_h",
+            "tests/models",
+            "tests"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-45017-2",
+      "pr_numbers": [
+        45017,
+        46372
+      ],
+      "representative_pr_number": 45017,
+      "average_similarity": 0.473,
+      "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"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45017,
+          "right_pr_number": 46372,
+          "similarity": 0.473,
+          "content_similarity": 0.408,
+          "size_similarity": 0.424,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.814,
+          "shared_filenames": [
+            "src/transformers/models/glm_moe_dsa/configuration_glm_moe_dsa.py",
+            "src/transformers/models/glm_moe_dsa/modeling_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"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-46113-2",
       "pr_numbers": [
@@ -4677,7 +4805,7 @@
           "left_pr_number": 46113,
           "right_pr_number": 46126,
           "similarity": 0.473,
-          "content_similarity": 0.527,
+          "content_similarity": 0.526,
           "size_similarity": 0.302,
           "breadth_similarity": 0.292,
           "concentration_similarity": 0.603,
@@ -4741,6 +4869,45 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-41855-2",
+      "pr_numbers": [
+        41855,
+        46330
+      ],
+      "representative_pr_number": 41855,
+      "average_similarity": 0.464,
+      "summary": "2 open PRs share weighted file overlap around `tests/test_tokenization_mistral_common.py`, `src/transformers/tokenization_mistral_common.py`; representative PR #41855.",
+      "shared_filenames": [
+        "tests/test_tokenization_mistral_common.py",
+        "src/transformers/tokenization_mistral_common.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 41855,
+          "right_pr_number": 46330,
+          "similarity": 0.464,
+          "content_similarity": 0.386,
+          "size_similarity": 0.371,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.758,
+          "shared_filenames": [
+            "src/transformers/tokenization_mistral_common.py",
+            "tests/test_tokenization_mistral_common.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-46127-2",
       "pr_numbers": [
@@ -4889,7 +5056,7 @@
         45086
       ],
       "representative_pr_number": 44606,
-      "average_similarity": 0.411,
+      "average_similarity": 0.417,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
       "shared_filenames": [
         "src/transformers/tokenization_utils_tokenizers.py"
@@ -4902,8 +5069,8 @@
         {
           "left_pr_number": 44606,
           "right_pr_number": 45086,
-          "similarity": 0.411,
-          "content_similarity": 0.325,
+          "similarity": 0.417,
+          "content_similarity": 0.334,
           "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4942,7 +5109,7 @@
           "left_pr_number": 42655,
           "right_pr_number": 46124,
           "similarity": 0.409,
-          "content_similarity": 0.462,
+          "content_similarity": 0.463,
           "size_similarity": 0.038,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.753,
@@ -5015,39 +5182,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-46019-2",
-      "pr_numbers": [
-        46019,
-        46357
-      ],
-      "representative_pr_number": 46019,
-      "average_similarity": 0.36,
-      "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46019.",
-      "shared_filenames": [],
-      "shared_directories": [
-        "docs/source/en",
-        "docs/source",
-        "docs"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 46019,
-          "right_pr_number": 46357,
-          "similarity": 0.36,
-          "content_similarity": 0.103,
-          "size_similarity": 0.915,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
-          "shared_directories": [
-            "docs/source/en",
-            "docs/source",
-            "docs"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44642-2",
       "pr_numbers": [
@@ -5055,7 +5189,7 @@
         45552
       ],
       "representative_pr_number": 44642,
-      "average_similarity": 0.359,
+      "average_similarity": 0.36,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
       "shared_filenames": [
         "src/transformers/utils/auto_docstring.py"
@@ -5069,8 +5203,8 @@
         {
           "left_pr_number": 44642,
           "right_pr_number": 45552,
-          "similarity": 0.359,
-          "content_similarity": 0.263,
+          "similarity": 0.36,
+          "content_similarity": 0.264,
           "size_similarity": 0.167,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -5084,6 +5218,39 @@
           ]
         }
       ]
+    },
+    {
+      "cluster_id": "pr-scope-46019-2",
+      "pr_numbers": [
+        46019,
+        46357
+      ],
+      "representative_pr_number": 46019,
+      "average_similarity": 0.36,
+      "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46019.",
+      "shared_filenames": [],
+      "shared_directories": [
+        "docs/source/en",
+        "docs/source",
+        "docs"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46019,
+          "right_pr_number": 46357,
+          "similarity": 0.36,
+          "content_similarity": 0.104,
+          "size_similarity": 0.915,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        }
+      ]
     }
   ]
 }

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b012512eae6e24414a62e023fc164defec5e534055c1717a1a66cf3e818a5ba7
-size 1809127
+oid sha256:ee8866aaf8e5ab8e9665eeea6570ae61b326a049933f78fbc83760ab5f67fb68
+size 1815204

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f46c4c24a3b2b08e1eda2b7e62ccc88de7c4dae4cd1d2d9a4b068250e46139f8
-size 61212622
+oid sha256:3892c5492f670d3303eed09b05ae7bdcd19e5b135ec8a2a095666cd588275e82
+size 61352221

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6e5b22dc74dbe1dab52fbd9759c2e857287f1233fec78febd6f223f96fa940f5
-size 50755366
+oid sha256:bd6c575765dd52397cd74b80245ad10acc45fa67ab58f4d66a29256f12d1bf7a
+size 50819909

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c6b6d1513a321bc18664a36f5a7a95334a74ca5124a70834ebedb0d04abb68a0
-size 2163166
+oid sha256:2d0866629841f2393b123aa902d3eef074f7e114cad2f161a0d97fef45b64fa2
+size 2168520

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2fb725db88fb68529c837d20b84b2efc5dd0a5c38d4e070ed5551e8ea7cf44d4
-size 2737581
+oid sha256:bc08b0d75db296fc8782c9895185d6bd7fcb1eeff137a5d53dcb231e06106332
+size 2745034

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c6774abf65255153c8f15db01a7086b2df93ebd761694d30faf5d18c9d5ae35a
-size 857887
+oid sha256:b142292ff8cee0fa203038d9992dd9476c6b21306947feca16e83695e0859568
+size 861927

snapshots/20260603T120101Z/manifest.json

@@ -0,0 +1,41 @@
+{
+  "artifacts": {
+    "archived_pr_scope_clusters_json": "snapshots/20260603T120101Z/pr-scope-clusters.json",
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet",
+    "pr_scope_clusters_json": "pr-scope-clusters.json"
+  },
+  "counts": {
+    "comments": 12504,
+    "issues": 808,
+    "links": 4211,
+    "new_contributors": 347,
+    "pr_diffs": 2587,
+    "pr_files": 35242,
+    "pull_requests": 2587,
+    "review_comments": 15973,
+    "reviews": 9335,
+    "timeline_events": 51422
+  },
+  "crawl_started_at": "2026-06-03T12:01:01Z",
+  "delta_counts": {
+    "comments": 49,
+    "issue_stubs": 47,
+    "issues": 6,
+    "links": 59,
+    "pr_diffs": 41,
+    "pr_files": 671,
+    "pull_requests": 41,
+    "review_comments": 425,
+    "reviews": 256,
+    "timeline_events": 1170
+  },
+  "extracted_at": "2026-06-03T12:01:01Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260603T120101Z",
+  "watermark": {
+    "effective_since": "2026-06-03T06:00:20Z",
+    "next_since": "2026-06-03T12:01:01Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260603T060020Z/manifest.json",
-  "latest_snapshot_id": "20260603T060020Z",
+  "archived_manifest_path": "snapshots/20260603T120101Z/manifest.json",
+  "latest_snapshot_id": "20260603T120101Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-06-03T06:00:20Z",
+  "next_since": "2026-06-03T12:01:01Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260603T060020Z"
+  "snapshot_dir": "snapshots/20260603T120101Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-06-03T00:00:24Z",
-  "last_successful_snapshot_id": "20260603T060020Z",
-  "next_since": "2026-06-03T06:00:20Z",
+  "effective_since": "2026-06-03T06:00:20Z",
+  "last_successful_snapshot_id": "20260603T120101Z",
+  "next_since": "2026-06-03T12:01:01Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-06-03T06:00:20Z"
+  "updated_at": "2026-06-03T12:01:01Z"
 }