Refresh transformers dataset snapshot 20260706T120021Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260706T060036Z`
+- latest snapshot: `20260706T120021Z`
 - 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 sha256:83e9c2f49073db08c525bdc3205a15fdbbe2af9ac650e73c415e9b629dcbd412
-size 3456317
+oid sha256:a8766392391251f276e2dd7ac4ebd22c0bc000958fe908196fa68942fd0de262
+size 3469860

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:139e6d3bb32c2085da3d8ae0c29e9a9fede6c9e35e4d3b8d46e4e2141f545677
-size 1016400
+oid sha256:7c7aea6120586742fd3622834ee56b004b9b3cf4a3e40a9b6efb9a83c7e61852
+size 1019408

issue_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:829b7ea0e76e0ab672245e78fa54de5528c7c770750c044bb78f20ce82ace8e3
-size 1083402
+oid sha256:5e5c3728ea6a7a873251513d1e3a0d8795f425eb834a45edc861c91d95d5179b
+size 1084537

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a100613a038ceddb358b320270d1c8835e01a4c8e4a4f3ccf733a6c19b1053b9
-size 1355234
+oid sha256:6a66399901ded86918d5a3a0c46fd9f77088bad87dd39b020c56312fce772f9d
+size 1357004

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d88e3770b05318098e24b5a8b2ff3df9d1883103d0e6d7934a32185749910d89
-size 67804
+oid sha256:b3e6d87c42e84a4aec6e16b34839ec7036a0e30eb7e28cfb9770c7d8c31b4fbc
+size 67981

manifest.json

@@ -1,41 +1,41 @@
 {
   "artifacts": {
-    "archived_pr_scope_clusters_json": "snapshots/20260706T060036Z/pr-scope-clusters.json",
+    "archived_pr_scope_clusters_json": "snapshots/20260706T120021Z/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": 16370,
-    "issues": 960,
-    "links": 5878,
-    "new_contributors": 348,
-    "pr_diffs": 3200,
-    "pr_files": 39151,
-    "pull_requests": 3200,
-    "review_comments": 19592,
-    "reviews": 11366,
-    "timeline_events": 62728
+    "comments": 16414,
+    "issues": 962,
+    "links": 5895,
+    "new_contributors": 349,
+    "pr_diffs": 3209,
+    "pr_files": 39212,
+    "pull_requests": 3209,
+    "review_comments": 19682,
+    "reviews": 11393,
+    "timeline_events": 62865
   },
-  "crawl_started_at": "2026-07-06T06:00:36Z",
+  "crawl_started_at": "2026-07-06T12:00:21Z",
   "delta_counts": {
-    "comments": 20,
-    "issue_stubs": 14,
-    "issues": 3,
-    "links": 30,
-    "pr_diffs": 11,
-    "pr_files": 100,
-    "pull_requests": 11,
-    "review_comments": 19,
-    "reviews": 18,
-    "timeline_events": 241
+    "comments": 44,
+    "issue_stubs": 35,
+    "issues": 7,
+    "links": 39,
+    "pr_diffs": 28,
+    "pr_files": 315,
+    "pull_requests": 28,
+    "review_comments": 326,
+    "reviews": 123,
+    "timeline_events": 985
   },
-  "extracted_at": "2026-07-06T06:00:36Z",
+  "extracted_at": "2026-07-06T12:00:21Z",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260706T060036Z",
+  "snapshot_id": "20260706T120021Z",
   "watermark": {
-    "effective_since": "2026-07-06T00:08:24Z",
-    "next_since": "2026-07-06T06:00:36Z"
+    "effective_since": "2026-07-06T06:00:36Z",
+    "next_since": "2026-07-06T12:00:21Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260706T060036Z",
-  "generated_at": "2026-07-06T06:01:25Z",
+  "snapshot_id": "20260706T120021Z",
+  "generated_at": "2026-07-06T12:02:06Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
-    "selected_contributors": 348,
-    "first_seen_in_snapshot": 1,
-    "known_via_prior_merged_pr": 153,
-    "previous_primary_author_count": 1508,
-    "selected_seen_in_previous_primary": 347,
-    "previous_report_contributor_count": 347,
-    "selected_overlap_previous_report": 347,
-    "selected_overlap_previous_report_rate": 0.9971,
-    "reused_previous_report_entries": 343,
-    "reused_known_merged_contributors": 150,
-    "live_fetches": 5,
+    "selected_contributors": 349,
+    "first_seen_in_snapshot": 3,
+    "known_via_prior_merged_pr": 152,
+    "previous_primary_author_count": 1510,
+    "selected_seen_in_previous_primary": 346,
+    "previous_report_contributor_count": 348,
+    "selected_overlap_previous_report": 346,
+    "selected_overlap_previous_report_rate": 0.9914,
+    "reused_previous_report_entries": 342,
+    "reused_known_merged_contributors": 149,
+    "live_fetches": 7,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 3.583,
-    "enrichment_avg_seconds_per_author": 0.01,
+    "enrichment_elapsed_seconds": 11.576,
+    "enrichment_avg_seconds_per_author": 0.033,
     "enrichment_failures": 4
   },
   "contributors": [
@@ -31,11 +31,11 @@
       "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": "2025-02-05T12:51:57Z",
-      "repo_last_seen_at": "2026-07-03T15:26:07Z",
-      "repo_primary_artifact_count": 134,
-      "repo_artifact_count": 719,
+      "repo_last_seen_at": "2026-07-06T09:35:09Z",
+      "repo_primary_artifact_count": 135,
+      "repo_artifact_count": 720,
       "snapshot_issue_count": 0,
-      "snapshot_pr_count": 134,
+      "snapshot_pr_count": 135,
       "snapshot_comment_count": 138,
       "snapshot_review_count": 266,
       "snapshot_review_comment_count": 181,
@@ -66,6 +66,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 47104,
+            "title": "processor tests: use tiny Hub repos to reduce CI memory by ~43%",
+            "url": "https://github.com/huggingface/transformers/pull/47104",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-06T09:35:09Z"
+          },
           {
             "kind": "pull_request",
             "number": 47043,
@@ -85,16 +95,6 @@
             "merged": true,
             "draft": false,
             "created_at": "2026-07-03T11:43:56Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 47022,
-            "title": "Check cancel",
-            "url": "https://github.com/huggingface/transformers/pull/47022",
-            "state": "closed",
-            "merged": false,
-            "draft": true,
-            "created_at": "2026-07-02T12:59:39Z"
           }
         ],
         "issues": []
@@ -148,7 +148,7 @@
           {
             "kind": "pull_request",
             "number": 47094,
-            "title": "[masking] Improve sdpa by allowing to dispatch to FA more often",
+            "title": "[sdpa] Allow prefill to use FA kernel with StaticCache",
             "url": "https://github.com/huggingface/transformers/pull/47094",
             "state": "open",
             "merged": false,
@@ -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": "2024-07-19T13:27:51Z",
-      "repo_last_seen_at": "2026-07-03T14:42:31Z",
+      "repo_last_seen_at": "2026-07-06T08:14:00Z",
       "repo_primary_artifact_count": 100,
-      "repo_artifact_count": 4303,
+      "repo_artifact_count": 4343,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 100,
       "snapshot_comment_count": 693,
-      "snapshot_review_count": 1123,
-      "snapshot_review_comment_count": 2387,
+      "snapshot_review_count": 1129,
+      "snapshot_review_comment_count": 2421,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -587,14 +587,14 @@
       "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": "2026-07-03T13:51:30Z",
+      "repo_last_seen_at": "2026-07-06T09:49:45Z",
       "repo_primary_artifact_count": 74,
-      "repo_artifact_count": 2510,
+      "repo_artifact_count": 2548,
       "snapshot_issue_count": 4,
       "snapshot_pr_count": 70,
-      "snapshot_comment_count": 204,
-      "snapshot_review_count": 746,
-      "snapshot_review_comment_count": 1486,
+      "snapshot_comment_count": 205,
+      "snapshot_review_count": 751,
+      "snapshot_review_comment_count": 1518,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -886,6 +886,94 @@
       },
       "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": "2025-09-11T21:27:59Z",
+      "repo_last_seen_at": "2026-07-06T08:03:34Z",
+      "repo_primary_artifact_count": 48,
+      "repo_artifact_count": 496,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 47,
+      "snapshot_comment_count": 63,
+      "snapshot_review_count": 190,
+      "snapshot_review_comment_count": 195,
+      "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": 1813,
+      "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": 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
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 47100,
+            "title": "[Fix] Remove deprecated argument from `kernels` call",
+            "url": "https://github.com/huggingface/transformers/pull/47100",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-06T08:03:34Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 47097,
+            "title": "Fix experts implementation in two spots",
+            "url": "https://github.com/huggingface/transformers/pull/47097",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-06T06:57:04Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 46838,
+            "title": "[Fix] Make require_flash_attn3 match runtime",
+            "url": "https://github.com/huggingface/transformers/pull/46838",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-23T09:28:17Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 46516,
+            "title": "[Continuous batching] Tracker for issues and feature requests",
+            "url": "https://github.com/huggingface/transformers/issues/46516",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-06-09T04:40:06Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Rocketknight1",
       "name": "Matt",
@@ -965,94 +1053,6 @@
       },
       "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": "2025-09-11T21:27:59Z",
-      "repo_last_seen_at": "2026-06-26T02:16:12Z",
-      "repo_primary_artifact_count": 46,
-      "repo_artifact_count": 494,
-      "snapshot_issue_count": 1,
-      "snapshot_pr_count": 45,
-      "snapshot_comment_count": 63,
-      "snapshot_review_count": 190,
-      "snapshot_review_comment_count": 195,
-      "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": 1813,
-      "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": 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
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 46838,
-            "title": "[Fix] Make require_flash_attn3 match runtime",
-            "url": "https://github.com/huggingface/transformers/pull/46838",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-06-23T09:28:17Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 46765,
-            "title": "[CB] Fix issues with FA read / writes",
-            "url": "https://github.com/huggingface/transformers/pull/46765",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-06-19T10:15:50Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 46712,
-            "title": "[CB] Changes to increase max_batch_tokens",
-            "url": "https://github.com/huggingface/transformers/pull/46712",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-06-17T08:05:58Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 46516,
-            "title": "[Continuous batching] Tracker for issues and feature requests",
-            "url": "https://github.com/huggingface/transformers/issues/46516",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-06-09T04:40:06Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "sywangyi",
       "name": "Wang, Yi",
@@ -1674,14 +1674,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille",
       "repo_first_seen_at": "2025-11-26T16:58:10Z",
-      "repo_last_seen_at": "2026-07-03T06:19:45Z",
+      "repo_last_seen_at": "2026-07-06T06:43:44Z",
       "repo_primary_artifact_count": 29,
-      "repo_artifact_count": 287,
+      "repo_artifact_count": 289,
       "snapshot_issue_count": 1,
       "snapshot_pr_count": 28,
       "snapshot_comment_count": 34,
-      "snapshot_review_count": 111,
-      "snapshot_review_comment_count": 113,
+      "snapshot_review_count": 112,
+      "snapshot_review_comment_count": 114,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -1724,7 +1724,7 @@
           {
             "kind": "pull_request",
             "number": 46717,
-            "title": "Shard on read ",
+            "title": "Shard on read Dtensor aware",
             "url": "https://github.com/huggingface/transformers/pull/46717",
             "state": "open",
             "merged": false,
@@ -1867,83 +1867,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "hf-security-analysis[bot]",
-      "name": null,
-      "profile_url": "https://github.com/hf-security-analysis[bot]",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahf-security-analysis%5Bbot%5D",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahf-security-analysis%5Bbot%5D",
-      "repo_first_seen_at": "2026-03-11T15:39:30Z",
-      "repo_last_seen_at": "2026-06-17T10:00:25Z",
-      "repo_primary_artifact_count": 27,
-      "repo_artifact_count": 27,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 27,
-      "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": "live",
-      "live_refetch_skipped": false,
-      "account_age_days": null,
-      "young_account": false,
-      "follow_through_score": "n/a",
-      "breadth_score": "n/a",
-      "automation_risk_signal": "n/a",
-      "heuristic_note": "summary unavailable",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": null,
-        "merged_pr_count": null,
-        "closed_unmerged_pr_count": null,
-        "open_pr_count": null,
-        "merged_pr_rate": null,
-        "closed_unmerged_pr_rate": null,
-        "still_open_pr_rate": null,
-        "distinct_repos_with_authored_prs": null,
-        "distinct_repos_with_open_prs": null
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 46716,
-            "title": "chore: update pr-ci-security-gate.yml",
-            "url": "https://github.com/huggingface/transformers/pull/46716",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-06-17T10:00:25Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 46563,
-            "title": "chore: update pr-ci-security-gate.yml",
-            "url": "https://github.com/huggingface/transformers/pull/46563",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-06-11T11:48:05Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 46558,
-            "title": "chore: update pr-ci-security-gate.yml",
-            "url": "https://github.com/huggingface/transformers/pull/46558",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-06-11T09:36:07Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": "[{\"type\": \"NOT_FOUND\", \"path\": [\"user\"], \"locations\": [{\"line\": 13, \"column\": 3}], \"message\": \"Could not resolve to a User with the login of 'hf-security-analysis[bot]'.\"}]"
-    },
     {
       "author_login": "IlyasMoutawwakil",
       "name": "Ilyas Moutawwakil",
@@ -1951,14 +1874,14 @@
       "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": "2026-07-03T11:35:18Z",
-      "repo_primary_artifact_count": 30,
-      "repo_artifact_count": 982,
+      "repo_last_seen_at": "2026-07-06T07:00:32Z",
+      "repo_primary_artifact_count": 31,
+      "repo_artifact_count": 985,
       "snapshot_issue_count": 4,
-      "snapshot_pr_count": 26,
+      "snapshot_pr_count": 27,
       "snapshot_comment_count": 81,
-      "snapshot_review_count": 453,
-      "snapshot_review_comment_count": 418,
+      "snapshot_review_count": 454,
+      "snapshot_review_comment_count": 419,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -1991,69 +1914,146 @@
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 47003,
-            "title": "OpenVINO HF Exporter",
-            "url": "https://github.com/huggingface/transformers/pull/47003",
+            "number": 47096,
+            "title": "Exportable kimi",
+            "url": "https://github.com/huggingface/transformers/pull/47096",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-07-06T06:55:32Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 47003,
+            "title": "OpenVINO HF Exporter",
+            "url": "https://github.com/huggingface/transformers/pull/47003",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-07-01T14:08:34Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 46957,
+            "title": "Finegrained FP8 v4: fused grouepd/batched",
+            "url": "https://github.com/huggingface/transformers/pull/46957",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-29T10:25:04Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 46443,
+            "title": "Vision RoPE refactor",
+            "url": "https://github.com/huggingface/transformers/issues/46443",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-06-05T11:52:58Z"
+          },
+          {
+            "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"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "hf-security-analysis[bot]",
+      "name": null,
+      "profile_url": "https://github.com/hf-security-analysis[bot]",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahf-security-analysis%5Bbot%5D",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahf-security-analysis%5Bbot%5D",
+      "repo_first_seen_at": "2026-03-11T15:39:30Z",
+      "repo_last_seen_at": "2026-06-17T10:00:25Z",
+      "repo_primary_artifact_count": 27,
+      "repo_artifact_count": 27,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 27,
+      "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": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": null,
+      "young_account": false,
+      "follow_through_score": "n/a",
+      "breadth_score": "n/a",
+      "automation_risk_signal": "n/a",
+      "heuristic_note": "summary unavailable",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": null,
+        "merged_pr_count": null,
+        "closed_unmerged_pr_count": null,
+        "open_pr_count": null,
+        "merged_pr_rate": null,
+        "closed_unmerged_pr_rate": null,
+        "still_open_pr_rate": null,
+        "distinct_repos_with_authored_prs": null,
+        "distinct_repos_with_open_prs": null
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46716,
+            "title": "chore: update pr-ci-security-gate.yml",
+            "url": "https://github.com/huggingface/transformers/pull/46716",
             "state": "open",
             "merged": false,
-            "draft": true,
-            "created_at": "2026-07-01T14:08:34Z"
+            "draft": false,
+            "created_at": "2026-06-17T10:00:25Z"
           },
           {
             "kind": "pull_request",
-            "number": 46957,
-            "title": "Finegrained FP8 v4: fused grouepd/batched",
-            "url": "https://github.com/huggingface/transformers/pull/46957",
+            "number": 46563,
+            "title": "chore: update pr-ci-security-gate.yml",
+            "url": "https://github.com/huggingface/transformers/pull/46563",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-06-29T10:25:04Z"
+            "created_at": "2026-06-11T11:48:05Z"
           },
           {
             "kind": "pull_request",
-            "number": 46818,
-            "title": "\ud83d\udea8 EP: fix EP router contract for many models + honor FP8 scale format",
-            "url": "https://github.com/huggingface/transformers/pull/46818",
-            "state": "closed",
-            "merged": true,
+            "number": 46558,
+            "title": "chore: update pr-ci-security-gate.yml",
+            "url": "https://github.com/huggingface/transformers/pull/46558",
+            "state": "open",
+            "merged": false,
             "draft": false,
-            "created_at": "2026-06-22T15:24:30Z"
+            "created_at": "2026-06-11T09:36:07Z"
           }
         ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 46443,
-            "title": "Vision RoPE refactor",
-            "url": "https://github.com/huggingface/transformers/issues/46443",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-06-05T11:52:58Z"
-          },
-          {
-            "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"
-          }
-        ]
+        "issues": []
       },
-      "fetch_error": null
+      "fetch_error": "[{\"type\": \"NOT_FOUND\", \"path\": [\"user\"], \"locations\": [{\"line\": 13, \"column\": 3}], \"message\": \"Could not resolve to a User with the login of 'hf-security-analysis[bot]'.\"}]"
     },
     {
       "author_login": "hmellor",
@@ -2951,14 +2951,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amolbap",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amolbap",
       "repo_first_seen_at": "2024-06-13T14:13:17Z",
-      "repo_last_seen_at": "2026-07-03T13:52:27Z",
+      "repo_last_seen_at": "2026-07-06T10:38:30Z",
       "repo_primary_artifact_count": 13,
-      "repo_artifact_count": 1031,
+      "repo_artifact_count": 1041,
       "snapshot_issue_count": 1,
       "snapshot_pr_count": 12,
       "snapshot_comment_count": 53,
-      "snapshot_review_count": 251,
-      "snapshot_review_comment_count": 714,
+      "snapshot_review_count": 252,
+      "snapshot_review_comment_count": 723,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -3582,12 +3582,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adacorvo",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adacorvo",
       "repo_first_seen_at": "2026-03-13T14:45:22Z",
-      "repo_last_seen_at": "2026-07-05T16:31:52Z",
+      "repo_last_seen_at": "2026-07-06T10:32:31Z",
       "repo_primary_artifact_count": 17,
-      "repo_artifact_count": 80,
+      "repo_artifact_count": 82,
       "snapshot_issue_count": 10,
       "snapshot_pr_count": 7,
-      "snapshot_comment_count": 23,
+      "snapshot_comment_count": 25,
       "snapshot_review_count": 20,
       "snapshot_review_comment_count": 20,
       "repo_association": "MEMBER",
@@ -3654,7 +3654,7 @@
             "number": 46441,
             "title": "Qwen3.5 crash with `cache_implementation=\"static\"` \u2014 `KeyError: 'linear_attention'`",
             "url": "https://github.com/huggingface/transformers/issues/46441",
-            "state": "open",
+            "state": "closed",
             "merged": null,
             "draft": null,
             "created_at": "2026-06-05T10:26:44Z"
@@ -3664,7 +3664,7 @@
             "number": 46439,
             "title": "Static cache `early_initialization` corrupts linear-attention layers (wrong shapes \u2192 `RuntimeError`)",
             "url": "https://github.com/huggingface/transformers/issues/46439",
-            "state": "open",
+            "state": "closed",
             "merged": null,
             "draft": null,
             "created_at": "2026-06-05T10:20:32Z"
@@ -3865,14 +3865,14 @@
       "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": "2026-07-02T11:25:09Z",
+      "repo_last_seen_at": "2026-07-06T11:41:42Z",
       "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 382,
+      "repo_artifact_count": 407,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 7,
-      "snapshot_comment_count": 38,
-      "snapshot_review_count": 149,
-      "snapshot_review_comment_count": 188,
+      "snapshot_comment_count": 39,
+      "snapshot_review_count": 161,
+      "snapshot_review_comment_count": 200,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -4973,6 +4973,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "IMvision12",
+      "name": "Gitesh",
+      "profile_url": "https://github.com/IMvision12",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12",
+      "repo_first_seen_at": "2026-05-10T21:08:04Z",
+      "repo_last_seen_at": "2026-07-06T10:07:49Z",
+      "repo_primary_artifact_count": 4,
+      "repo_artifact_count": 9,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 4,
+      "snapshot_comment_count": 3,
+      "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": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 1735,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high recent PR volume",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 83,
+        "merged_pr_count": 80,
+        "closed_unmerged_pr_count": 3,
+        "open_pr_count": 0,
+        "merged_pr_rate": 0.9639,
+        "closed_unmerged_pr_rate": 0.0361,
+        "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": 47105,
+            "title": "Re-enable VITS model forward test",
+            "url": "https://github.com/huggingface/transformers/pull/47105",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-06T10:07:49Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 47079,
+            "title": "Fix AltCLIP text embedding resize test",
+            "url": "https://github.com/huggingface/transformers/pull/47079",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-07-05T01:49:34Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 46991,
+            "title": "Add nvidia/LocateAnything-3B",
+            "url": "https://github.com/huggingface/transformers/pull/46991",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-01T05:50:40Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "irfaan101",
       "name": "Irfaan Mansoori",
@@ -5365,20 +5442,20 @@
       "fetch_error": null
     },
     {
-      "author_login": "qflen",
-      "name": "Kimon N.",
-      "profile_url": "https://github.com/qflen",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqflen",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqflen",
-      "repo_first_seen_at": "2026-04-25T02:09:42Z",
-      "repo_last_seen_at": "2026-06-17T14:51:13Z",
-      "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 20,
-      "snapshot_issue_count": 4,
+      "author_login": "ldkhang1201",
+      "name": "L\u00ea Duy Khang",
+      "profile_url": "https://github.com/ldkhang1201",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aldkhang1201",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aldkhang1201",
+      "repo_first_seen_at": "2026-06-12T19:30:35Z",
+      "repo_last_seen_at": "2026-06-17T12:32:15Z",
+      "repo_primary_artifact_count": 4,
+      "repo_artifact_count": 8,
+      "snapshot_issue_count": 1,
       "snapshot_pr_count": 3,
-      "snapshot_comment_count": 7,
-      "snapshot_review_count": 3,
-      "snapshot_review_comment_count": 3,
+      "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,
@@ -5386,100 +5463,80 @@
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
-      "account_age_days": 479,
+      "account_age_days": 1377,
       "young_account": false,
       "follow_through_score": "weak",
-      "breadth_score": "high",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "high recent PR volume; broad repo spread; high open PR share; targets high-star repos",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
       "public_orgs": [],
       "activity": {
-        "visible_authored_pr_count": 49,
-        "merged_pr_count": 12,
-        "closed_unmerged_pr_count": 6,
-        "open_pr_count": 31,
-        "merged_pr_rate": 0.2449,
-        "closed_unmerged_pr_rate": 0.1224,
-        "still_open_pr_rate": 0.6327,
-        "distinct_repos_with_authored_prs": 15,
-        "distinct_repos_with_open_prs": 10
+        "visible_authored_pr_count": 6,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 2,
+        "open_pr_count": 3,
+        "merged_pr_rate": 0.1667,
+        "closed_unmerged_pr_rate": 0.3333,
+        "still_open_pr_rate": 0.5,
+        "distinct_repos_with_authored_prs": 4,
+        "distinct_repos_with_open_prs": 3
       },
       "examples": {
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 46514,
-            "title": "Honor a concrete dtype in AutoModel for composite checkpoints",
-            "url": "https://github.com/huggingface/transformers/pull/46514",
+            "number": 46618,
+            "title": "Fix dynamic module symlinked cache on trust_remote_code models",
+            "url": "https://github.com/huggingface/transformers/pull/46618",
             "state": "closed",
             "merged": true,
             "draft": false,
-            "created_at": "2026-06-08T23:35:31Z"
+            "created_at": "2026-06-13T05:07:02Z"
           },
           {
             "kind": "pull_request",
-            "number": 45852,
-            "title": "Fix slow Trainer path with 4D attention mask",
-            "url": "https://github.com/huggingface/transformers/pull/45852",
+            "number": 46613,
+            "title": "Fix dynamic module symlinked cache on trust_remote_code models",
+            "url": "https://github.com/huggingface/transformers/pull/46613",
             "state": "closed",
-            "merged": true,
+            "merged": false,
             "draft": false,
-            "created_at": "2026-05-08T19:21:10Z"
+            "created_at": "2026-06-12T20:46:05Z"
           },
           {
             "kind": "pull_request",
-            "number": 45822,
-            "title": "Fix added-token prefix space in SentencePiece fast tokenizers",
-            "url": "https://github.com/huggingface/transformers/pull/45822",
-            "state": "open",
+            "number": 46611,
+            "title": "Fix dynamic module loading from symlinked Hub cache (snapshots -> blobs)",
+            "url": "https://github.com/huggingface/transformers/pull/46611",
+            "state": "closed",
             "merged": false,
             "draft": false,
-            "created_at": "2026-05-07T10:27:43Z"
+            "created_at": "2026-06-12T19:30:35Z"
           }
         ],
         "issues": [
           {
             "kind": "issue",
-            "number": 46723,
-            "title": "Several models hardcode `torch.float64` in their forward pass, crashing on MPS (Apple Silicon)",
-            "url": "https://github.com/huggingface/transformers/issues/46723",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-06-17T14:51:13Z"
-          },
-          {
-            "kind": "issue",
-            "number": 46512,
-            "title": "from_config(dtype=...) builds weights in the requested dtype but leaves model.config.dtype stale",
-            "url": "https://github.com/huggingface/transformers/issues/46512",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-06-08T22:51:05Z"
-          },
-          {
-            "kind": "issue",
-            "number": 46459,
-            "title": "`dtype` is silently ignored when loading composite (multimodal) checkpoints through AutoModelForCausalLM (affects all Qwen3.5 repos)",
-            "url": "https://github.com/huggingface/transformers/issues/46459",
-            "state": "closed",
+            "number": 46617,
+            "title": "FileNotFoundError when loading a trust_remote_code model from cache",
+            "url": "https://github.com/huggingface/transformers/issues/46617",
+            "state": "open",
             "merged": null,
             "draft": null,
-            "created_at": "2026-06-06T05:06:59Z"
+            "created_at": "2026-06-13T04:53:55Z"
           }
         ]
       },
       "fetch_error": null
     },
     {
-      "author_login": "ldkhang1201",
-      "name": "L\u00ea Duy Khang",
-      "profile_url": "https://github.com/ldkhang1201",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aldkhang1201",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aldkhang1201",
-      "repo_first_seen_at": "2026-06-12T19:30:35Z",
-      "repo_last_seen_at": "2026-06-17T12:32:15Z",
+      "author_login": "MutugiD",
+      "name": "Mutugi",
+      "profile_url": "https://github.com/MutugiD",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMutugiD",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMutugiD",
+      "repo_first_seen_at": "2026-07-04T00:14:46Z",
+      "repo_last_seen_at": "2026-07-06T08:53:10Z",
       "repo_primary_artifact_count": 4,
       "repo_artifact_count": 8,
       "snapshot_issue_count": 1,
@@ -5487,74 +5544,74 @@
       "snapshot_comment_count": 4,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
-      "repo_association": "CONTRIBUTOR",
+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
       "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": 1377,
+      "account_age_days": 2310,
       "young_account": false,
-      "follow_through_score": "weak",
+      "follow_through_score": "strong",
       "breadth_score": "moderate",
       "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
+      "heuristic_note": "high recent PR volume",
       "public_orgs": [],
       "activity": {
-        "visible_authored_pr_count": 6,
-        "merged_pr_count": 1,
+        "visible_authored_pr_count": 60,
+        "merged_pr_count": 54,
         "closed_unmerged_pr_count": 2,
-        "open_pr_count": 3,
-        "merged_pr_rate": 0.1667,
-        "closed_unmerged_pr_rate": 0.3333,
-        "still_open_pr_rate": 0.5,
-        "distinct_repos_with_authored_prs": 4,
+        "open_pr_count": 4,
+        "merged_pr_rate": 0.9,
+        "closed_unmerged_pr_rate": 0.0333,
+        "still_open_pr_rate": 0.0667,
+        "distinct_repos_with_authored_prs": 5,
         "distinct_repos_with_open_prs": 3
       },
       "examples": {
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 46618,
-            "title": "Fix dynamic module symlinked cache on trust_remote_code models",
-            "url": "https://github.com/huggingface/transformers/pull/46618",
-            "state": "closed",
-            "merged": true,
+            "number": 47103,
+            "title": "Fix mllama cross-attention leak for fully masked-out text rows",
+            "url": "https://github.com/huggingface/transformers/pull/47103",
+            "state": "open",
+            "merged": false,
             "draft": false,
-            "created_at": "2026-06-13T05:07:02Z"
+            "created_at": "2026-07-06T08:52:58Z"
           },
           {
             "kind": "pull_request",
-            "number": 46613,
-            "title": "Fix dynamic module symlinked cache on trust_remote_code models",
-            "url": "https://github.com/huggingface/transformers/pull/46613",
-            "state": "closed",
+            "number": 47066,
+            "title": "Guard Deformable DETR and LW-DETR Hungarian matchers against infinite cost matrices",
+            "url": "https://github.com/huggingface/transformers/pull/47066",
+            "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-06-12T20:46:05Z"
+            "created_at": "2026-07-04T11:22:12Z"
           },
           {
             "kind": "pull_request",
-            "number": 46611,
-            "title": "Fix dynamic module loading from symlinked Hub cache (snapshots -> blobs)",
-            "url": "https://github.com/huggingface/transformers/pull/46611",
-            "state": "closed",
+            "number": 47048,
+            "title": "Guard DETR and Grounding DINO Hungarian matchers against infinite cost matrices",
+            "url": "https://github.com/huggingface/transformers/pull/47048",
+            "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-06-12T19:30:35Z"
+            "created_at": "2026-07-04T00:15:12Z"
           }
         ],
         "issues": [
           {
             "kind": "issue",
-            "number": 46617,
-            "title": "FileNotFoundError when loading a trust_remote_code model from cache",
-            "url": "https://github.com/huggingface/transformers/issues/46617",
+            "number": 47065,
+            "title": "DeformableDetrHungarianMatcher and LwDetrHungarianMatcher crash on non-finite cost matrices (\"cost matrix is infeasible\")",
+            "url": "https://github.com/huggingface/transformers/issues/47065",
             "state": "open",
             "merged": null,
             "draft": null,
-            "created_at": "2026-06-13T04:53:55Z"
+            "created_at": "2026-07-04T11:21:32Z"
           }
         ]
       },
@@ -6046,83 +6103,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "IMvision12",
-      "name": "Gitesh",
-      "profile_url": "https://github.com/IMvision12",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12",
-      "repo_first_seen_at": "2026-05-10T21:08:04Z",
-      "repo_last_seen_at": "2026-07-05T01:49:34Z",
-      "repo_primary_artifact_count": 3,
-      "repo_artifact_count": 6,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 3,
-      "snapshot_comment_count": 3,
-      "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": 1735,
-      "young_account": false,
-      "follow_through_score": "strong",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high recent PR volume",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 83,
-        "merged_pr_count": 80,
-        "closed_unmerged_pr_count": 3,
-        "open_pr_count": 0,
-        "merged_pr_rate": 0.9639,
-        "closed_unmerged_pr_rate": 0.0361,
-        "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": 47079,
-            "title": "Fix AltCLIP text embedding resize test",
-            "url": "https://github.com/huggingface/transformers/pull/47079",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-07-05T01:49:34Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 46991,
-            "title": "Add nvidia/LocateAnything-3B",
-            "url": "https://github.com/huggingface/transformers/pull/46991",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-07-01T05:50:40Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45875,
-            "title": "fix",
-            "url": "https://github.com/huggingface/transformers/pull/45875",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-10T21:08:04Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "JemmaUZH",
       "name": null,
@@ -7389,22 +7369,130 @@
             "title": "fix: ModuleNotFoundError caused by distributed race condition in ci/cd",
             "url": "https://github.com/huggingface/transformers/pull/45840",
             "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-08T06:12:12Z"
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-08T06:12:12Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45787,
+            "title": "fix: ModuleNotFoundError caused by distributed race condition in ci/cd test",
+            "url": "https://github.com/huggingface/transformers/pull/45787",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-05T14:25:03Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "qflen",
+      "name": "Kimon N.",
+      "profile_url": "https://github.com/qflen",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqflen",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqflen",
+      "repo_first_seen_at": "2026-04-25T02:09:42Z",
+      "repo_last_seen_at": "2026-06-17T14:51:13Z",
+      "repo_primary_artifact_count": 7,
+      "repo_artifact_count": 20,
+      "snapshot_issue_count": 4,
+      "snapshot_pr_count": 3,
+      "snapshot_comment_count": 7,
+      "snapshot_review_count": 3,
+      "snapshot_review_comment_count": 3,
+      "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": 479,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "high",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "high recent PR volume; broad repo spread; high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 49,
+        "merged_pr_count": 12,
+        "closed_unmerged_pr_count": 6,
+        "open_pr_count": 31,
+        "merged_pr_rate": 0.2449,
+        "closed_unmerged_pr_rate": 0.1224,
+        "still_open_pr_rate": 0.6327,
+        "distinct_repos_with_authored_prs": 15,
+        "distinct_repos_with_open_prs": 10
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46514,
+            "title": "Honor a concrete dtype in AutoModel for composite checkpoints",
+            "url": "https://github.com/huggingface/transformers/pull/46514",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-06-08T23:35:31Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45852,
+            "title": "Fix slow Trainer path with 4D attention mask",
+            "url": "https://github.com/huggingface/transformers/pull/45852",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-05-08T19:21:10Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45822,
+            "title": "Fix added-token prefix space in SentencePiece fast tokenizers",
+            "url": "https://github.com/huggingface/transformers/pull/45822",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-07T10:27:43Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 46723,
+            "title": "Several models hardcode `torch.float64` in their forward pass, crashing on MPS (Apple Silicon)",
+            "url": "https://github.com/huggingface/transformers/issues/46723",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-06-17T14:51:13Z"
+          },
+          {
+            "kind": "issue",
+            "number": 46512,
+            "title": "from_config(dtype=...) builds weights in the requested dtype but leaves model.config.dtype stale",
+            "url": "https://github.com/huggingface/transformers/issues/46512",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-06-08T22:51:05Z"
           },
           {
-            "kind": "pull_request",
-            "number": 45787,
-            "title": "fix: ModuleNotFoundError caused by distributed race condition in ci/cd test",
-            "url": "https://github.com/huggingface/transformers/pull/45787",
+            "kind": "issue",
+            "number": 46459,
+            "title": "`dtype` is silently ignored when loading composite (multimodal) checkpoints through AutoModelForCausalLM (affects all Qwen3.5 repos)",
+            "url": "https://github.com/huggingface/transformers/issues/46459",
             "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-05T14:25:03Z"
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-06-06T05:06:59Z"
           }
-        ],
-        "issues": []
+        ]
       },
       "fetch_error": null
     },
@@ -7506,83 +7594,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "fyhon",
-      "name": "fyhon",
-      "profile_url": "https://github.com/fyhon",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afyhon",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afyhon",
-      "repo_first_seen_at": "2026-05-06T09:12:14Z",
-      "repo_last_seen_at": "2026-07-01T02:34:30Z",
-      "repo_primary_artifact_count": 3,
-      "repo_artifact_count": 3,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 3,
-      "snapshot_comment_count": 0,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 1467,
-      "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": 4,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 3,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.25,
-        "still_open_pr_rate": 0.75,
-        "distinct_repos_with_authored_prs": 3,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 46988,
-            "title": "fix(masking): preserve dict return type in create_masks_for_generate single-pattern path",
-            "url": "https://github.com/huggingface/transformers/pull/46988",
-            "state": "closed",
-            "merged": false,
-            "draft": true,
-            "created_at": "2026-07-01T02:34:30Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45819,
-            "title": "fix: use per-instance lru_cache in compile_compatible_method_lru_cache to prevent memory leak",
-            "url": "https://github.com/huggingface/transformers/pull/45819",
-            "state": "open",
-            "merged": false,
-            "draft": true,
-            "created_at": "2026-05-07T08:25:29Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45801,
-            "title": "Fix IndexError on 0-d tensor in sdpa_mask/flex_attention_mask cache_position check",
-            "url": "https://github.com/huggingface/transformers/pull/45801",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-06T09:12:14Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "Prachi-kushwaha",
       "name": "Prachi Kushwaha",
@@ -7992,84 +8003,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "MutugiD",
-      "name": "Mutugi",
-      "profile_url": "https://github.com/MutugiD",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMutugiD",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMutugiD",
-      "repo_first_seen_at": "2026-07-04T00:14:46Z",
-      "repo_last_seen_at": "2026-07-05T07:01:14Z",
-      "repo_primary_artifact_count": 3,
-      "repo_artifact_count": 6,
-      "snapshot_issue_count": 1,
-      "snapshot_pr_count": 2,
-      "snapshot_comment_count": 3,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 2310,
-      "young_account": false,
-      "follow_through_score": "strong",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high recent PR volume",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 60,
-        "merged_pr_count": 54,
-        "closed_unmerged_pr_count": 2,
-        "open_pr_count": 4,
-        "merged_pr_rate": 0.9,
-        "closed_unmerged_pr_rate": 0.0333,
-        "still_open_pr_rate": 0.0667,
-        "distinct_repos_with_authored_prs": 5,
-        "distinct_repos_with_open_prs": 3
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 47066,
-            "title": "Guard Deformable DETR and LW-DETR Hungarian matchers against infinite cost matrices",
-            "url": "https://github.com/huggingface/transformers/pull/47066",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-07-04T11:22:12Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 47048,
-            "title": "Guard DETR and Grounding DINO Hungarian matchers against infinite cost matrices",
-            "url": "https://github.com/huggingface/transformers/pull/47048",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-07-04T00:15:12Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 47065,
-            "title": "DeformableDetrHungarianMatcher and LwDetrHungarianMatcher crash on non-finite cost matrices (\"cost matrix is infeasible\")",
-            "url": "https://github.com/huggingface/transformers/issues/47065",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-07-04T11:21:32Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "VIUK-XV",
       "name": "\u65e5\u9688\u594f\u6597",
@@ -11436,23 +11369,100 @@
           },
           {
             "kind": "pull_request",
-            "number": 43888,
-            "title": "Support for BharatGen's Param2MoE model architecture",
-            "url": "https://github.com/huggingface/transformers/pull/43888",
-            "state": "closed",
+            "number": 43888,
+            "title": "Support for BharatGen's Param2MoE model architecture",
+            "url": "https://github.com/huggingface/transformers/pull/43888",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-02-10T11:02:13Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 43752,
+            "title": "Param2moe v4.52.3",
+            "url": "https://github.com/huggingface/transformers/pull/43752",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-02-05T02:43:45Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "fyhon",
+      "name": "fyhon",
+      "profile_url": "https://github.com/fyhon",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afyhon",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afyhon",
+      "repo_first_seen_at": "2026-05-06T09:12:14Z",
+      "repo_last_seen_at": "2026-07-01T02:34:30Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 3,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 3,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 1467,
+      "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": 4,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 3,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.25,
+        "still_open_pr_rate": 0.75,
+        "distinct_repos_with_authored_prs": 3,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46988,
+            "title": "fix(masking): preserve dict return type in create_masks_for_generate single-pattern path",
+            "url": "https://github.com/huggingface/transformers/pull/46988",
+            "state": "closed",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-07-01T02:34:30Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45819,
+            "title": "fix: use per-instance lru_cache in compile_compatible_method_lru_cache to prevent memory leak",
+            "url": "https://github.com/huggingface/transformers/pull/45819",
+            "state": "open",
             "merged": false,
-            "draft": false,
-            "created_at": "2026-02-10T11:02:13Z"
+            "draft": true,
+            "created_at": "2026-05-07T08:25:29Z"
           },
           {
             "kind": "pull_request",
-            "number": 43752,
-            "title": "Param2moe v4.52.3",
-            "url": "https://github.com/huggingface/transformers/pull/43752",
+            "number": 45801,
+            "title": "Fix IndexError on 0-d tensor in sdpa_mask/flex_attention_mask cache_position check",
+            "url": "https://github.com/huggingface/transformers/pull/45801",
             "state": "closed",
             "merged": false,
             "draft": false,
-            "created_at": "2026-02-05T02:43:45Z"
+            "created_at": "2026-05-06T09:12:14Z"
           }
         ],
         "issues": []
@@ -15403,63 +15413,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "anagnorisis2peripeteia",
-      "name": null,
-      "profile_url": "https://github.com/anagnorisis2peripeteia",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aanagnorisis2peripeteia",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aanagnorisis2peripeteia",
-      "repo_first_seen_at": "2026-05-07T07:28:52Z",
-      "repo_last_seen_at": "2026-05-16T02:34:45Z",
-      "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": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 1130,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "high",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high recent PR volume; broad repo spread; high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 30,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 8,
-        "open_pr_count": 21,
-        "merged_pr_rate": 0.0333,
-        "closed_unmerged_pr_rate": 0.2667,
-        "still_open_pr_rate": 0.7,
-        "distinct_repos_with_authored_prs": 10,
-        "distinct_repos_with_open_prs": 7
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45818,
-            "title": "trainer: clear MPS graph cache after each optimizer step (pytorch#182648)",
-            "url": "https://github.com/huggingface/transformers/pull/45818",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-07T07:28:52Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "andreay99",
       "name": "Andrea Yanez Soto",
@@ -16661,63 +16614,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "Caromisc",
-      "name": null,
-      "profile_url": "https://github.com/Caromisc",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACaromisc",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACaromisc",
-      "repo_first_seen_at": "2026-05-07T11:04:43Z",
-      "repo_last_seen_at": "2026-05-07T11:50:40Z",
-      "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": "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": 2207,
-      "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": 45824,
-            "title": "fix: correct typo 'seperate' -> 'separate' in comments across multipl\u2026",
-            "url": "https://github.com/huggingface/transformers/pull/45824",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-05-07T11:50:40Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "Charansripadi",
       "name": null,
@@ -17463,6 +17359,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "divya234-hue",
+      "name": "Divya Bharti",
+      "profile_url": "https://github.com/divya234-hue",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adivya234-hue",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adivya234-hue",
+      "repo_first_seen_at": "2026-07-06T08:47:57Z",
+      "repo_last_seen_at": "2026-07-06T08:52:52Z",
+      "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": "FIRST_TIMER",
+      "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": 553,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 0,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 1.0,
+        "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": 47101,
+            "title": "Improve README documentation",
+            "url": "https://github.com/huggingface/transformers/pull/47101",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-06T08:47:57Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "DiwanshuG",
       "name": "Diwanshu Gangwar",
@@ -20340,6 +20293,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "mishig25",
+      "name": "Mishig",
+      "profile_url": "https://github.com/mishig25",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amishig25",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amishig25",
+      "repo_first_seen_at": "2026-07-06T07:52:12Z",
+      "repo_last_seen_at": "2026-07-06T07:52:12Z",
+      "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": "MEMBER",
+      "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": 4108,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "very high",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "high recent PR volume; very broad repo spread; high open PR share",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 46,
+        "merged_pr_count": 20,
+        "closed_unmerged_pr_count": 4,
+        "open_pr_count": 22,
+        "merged_pr_rate": 0.4348,
+        "closed_unmerged_pr_rate": 0.087,
+        "still_open_pr_rate": 0.4783,
+        "distinct_repos_with_authored_prs": 26,
+        "distinct_repos_with_open_prs": 20
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 47099,
+            "title": "Make doc builds faster",
+            "url": "https://github.com/huggingface/transformers/pull/47099",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-07-06T07:52:12Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "msdsm",
       "name": "MSD",
@@ -21835,6 +21845,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "samyuktahegde",
+      "name": null,
+      "profile_url": "https://github.com/samyuktahegde",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asamyuktahegde",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asamyuktahegde",
+      "repo_first_seen_at": "2026-07-06T07:32:26Z",
+      "repo_last_seen_at": "2026-07-06T07:32:26Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 1,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 3567,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "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": 47098,
+            "title": "Fix grammar in PreTrainedConfig description",
+            "url": "https://github.com/huggingface/transformers/pull/47098",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-06T07:32:26Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Sanjays2402",
       "name": "Sanjay Santhanam",
@@ -23620,12 +23687,12 @@
       "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": 2154,
       "young_account": false,
       "follow_through_score": "strong",

new-contributors-report.md

@@ -1,15 +1,15 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260706T060036Z`
-- Generated: `2026-07-06T06:01:25Z`
+- Snapshot: `20260706T120021Z`
+- Generated: `2026-07-06T12:02:06Z`
 - Activity window: `60d`
-- Contributors: `348`
+- Contributors: `349`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-02-05T12:51:57Z` | 134 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-02-05T12:51:57Z` | 135 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 113 | 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` | 102 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 101 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
@@ -18,8 +18,8 @@
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 70 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 58 | 2 | mixed | low | low | targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 50 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 47 | 1 | strong | low | low | targets high-star repos |
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 47 | 0 | strong | low | low | targets high-star repos |
-| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 45 | 1 | strong | low | low | targets high-star repos |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 40 | 1 | strong | moderate | low | targets high-star repos |
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 37 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
 | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 36 | 20 | strong | low | low | targets high-star repos |
@@ -29,8 +29,8 @@
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 30 | 0 | strong | low | low | targets high-star repos |
 | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 28 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 27 | 14 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
+| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 27 | 4 | strong | low | low | — |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 27 | 0 | n/a | n/a | n/a | summary unavailable |
-| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 26 | 4 | strong | low | low | — |
 | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 22 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
 | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 21 | 0 | strong | moderate | low | — |
 | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 21 | 0 | strong | moderate | low | targets high-star repos |
@@ -67,20 +67,20 @@
 | `Sriniketh24` | [profile](https://github.com/Sriniketh24) | no | CONTRIBUTOR | 609d | `2026-05-18T14:39:34Z` | 5 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3573d | `2026-04-02T19:05:35Z` | 4 | 0 | strong | low | low | targets high-star repos |
+| `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 4 | 0 | strong | low | low | high recent PR volume |
 | `irfaan101` | [profile](https://github.com/irfaan101) | no | CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `muhamedfazalps` | [profile](https://github.com/muhamedfazalps) | no | CONTRIBUTOR | 1469d | `2026-06-23T06:57:49Z` | 4 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 4 | 0 | mixed | low | low | — |
 | `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | no | NONE | 87d | `2026-05-15T10:01:57Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `ZAID646` | [profile](https://github.com/ZAID646) | no | FIRST_TIME_CONTRIBUTOR | 1315d | `2026-07-01T18:24:26Z` | 4 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `qflen` | [profile](https://github.com/qflen) | no | CONTRIBUTOR | 479d | `2026-04-25T02:09:42Z` | 3 | 4 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `ldkhang1201` | [profile](https://github.com/ldkhang1201) | no | CONTRIBUTOR | 1377d | `2026-06-12T19:30:35Z` | 3 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
+| `MutugiD` | [profile](https://github.com/MutugiD) | no | FIRST_TIME_CONTRIBUTOR | 2310d | `2026-07-04T00:14:46Z` | 3 | 1 | strong | moderate | low | high recent PR volume |
 | `pcuenca` | [profile](https://github.com/pcuenca) | no | MEMBER | 5316d | `2024-04-23T13:23:10Z` | 3 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
 | `tengomucho` | [profile](https://github.com/tengomucho) | no | MEMBER | 4442d | `2026-04-29T09:26:52Z` | 3 | 1 | mixed | low | low | — |
 | `boringcrypto` | [profile](https://github.com/boringcrypto) | no | CONTRIBUTOR | 5420d | `2026-06-23T10:53:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
 | `Charuhasini30` | [profile](https://github.com/Charuhasini30) | no | FIRST_TIME_CONTRIBUTOR | 925d | `2026-06-22T06:53:20Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Dovis01` | [profile](https://github.com/Dovis01) | no | CONTRIBUTOR | 2009d | `2026-06-02T09:04:53Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 3 | 0 | strong | low | low | high recent PR volume |
 | `JemmaUZH` | [profile](https://github.com/JemmaUZH) | no | CONTRIBUTOR | 837d | `2026-06-09T15:51:29Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `praful-srinivasan-027` | [profile](https://github.com/praful-srinivasan-027) | no | CONTRIBUTOR | 469d | `2026-06-25T18:51:59Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Sahith59` | [profile](https://github.com/Sahith59) | no | FIRST_TIME_CONTRIBUTOR | 1626d | `2026-06-19T02:27:30Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -97,14 +97,13 @@
 | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | CONTRIBUTOR | 1645d | `2026-04-29T09:34:56Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 4 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `qflen` | [profile](https://github.com/qflen) | no | CONTRIBUTOR | 479d | `2026-04-25T02:09:42Z` | 3 | 4 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `gante` | [profile](https://github.com/gante) | no | CONTRIBUTOR | 4054d | `2023-02-24T12:09:33Z` | 3 | 2 | strong | low | low | targets high-star repos |
-| `fyhon` | [profile](https://github.com/fyhon) | no | FIRST_TIME_CONTRIBUTOR | 1467d | `2026-05-06T09:12:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `arnavkewalram` | [profile](https://github.com/arnavkewalram) | no | CONTRIBUTOR | 904d | `2026-06-15T15:28:55Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `ishan-1010` | [profile](https://github.com/ishan-1010) | no | CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 2 | 1 | mixed | low | low | — |
 | `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
-| `MutugiD` | [profile](https://github.com/MutugiD) | no | FIRST_TIME_CONTRIBUTOR | 2310d | `2026-07-04T00:14:46Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
 | `VIUK-XV` | [profile](https://github.com/VIUK-XV) | no | FIRST_TIME_CONTRIBUTOR | 386d | `2026-07-04T12:21:47Z` | 2 | 1 | weak | moderate | low | high open PR share |
 | `Abhijeet1815` | [profile](https://github.com/Abhijeet1815) | no | FIRST_TIME_CONTRIBUTOR | 611d | `2026-06-16T19:12:22Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Ace3Z` | [profile](https://github.com/Ace3Z) | no | CONTRIBUTOR | 2598d | `2026-05-24T21:47:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -151,6 +150,7 @@
 | `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 |
 | `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
+| `fyhon` | [profile](https://github.com/fyhon) | no | FIRST_TIME_CONTRIBUTOR | 1467d | `2026-05-06T09:12:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
 | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
@@ -210,7 +210,6 @@
 | `AlexWortega` | [profile](https://github.com/AlexWortega) | no | NONE | 3256d | `2026-05-28T12:43:05Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `amanv0007` | [profile](https://github.com/amanv0007) | no | NONE | 549d | `2026-05-15T06:25:42Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `amauryfa` | [profile](https://github.com/amauryfa) | no | FIRST_TIME_CONTRIBUTOR | 5598d | `2026-06-29T08:11:34Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `anagnorisis2peripeteia` | [profile](https://github.com/anagnorisis2peripeteia) | no | FIRST_TIME_CONTRIBUTOR | 1130d | `2026-05-07T07:28:52Z` | 1 | 0 | weak | high | low | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `andreay99` | [profile](https://github.com/andreay99) | no | NONE | 1374d | `2026-05-09T02:34:44Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `AndriyVohar` | [profile](https://github.com/AndriyVohar) | no | FIRST_TIME_CONTRIBUTOR | 1197d | `2026-06-06T15:59:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `andylin-hao` | [profile](https://github.com/andylin-hao) | no | CONTRIBUTOR | 3162d | `2026-06-04T03:53:20Z` | 1 | 0 | strong | moderate | low | — |
@@ -232,7 +231,6 @@
 | `Butterfingrz` | [profile](https://github.com/Butterfingrz) | no | CONTRIBUTOR | 1134d | `2026-06-29T14:31:31Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `C1-BA-B1-F3` | [profile](https://github.com/C1-BA-B1-F3) | no | NONE | 3300d | `2026-06-25T12:57:12Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; 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 |
 | `Charansripadi` | [profile](https://github.com/Charansripadi) | no | FIRST_TIMER | 1422d | `2026-06-19T19:17:29Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; 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 |
 | `Chinmay1220` | [profile](https://github.com/Chinmay1220) | no | FIRST_TIME_CONTRIBUTOR | 999d | `2026-06-11T16:14:03Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
@@ -246,6 +244,7 @@
 | `delcenjo` | [profile](https://github.com/delcenjo) | no | CONTRIBUTOR | 121d | `2026-06-23T19:12:59Z` | 1 | 0 | strong | high | medium | young account; high recent PR volume; broad repo spread; no visible non-self stars |
 | `devteamaegis` | [profile](https://github.com/devteamaegis) | no | NONE | 43d | `2026-05-28T21:52:17Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `dfgvaetyj3456356-hash` | [profile](https://github.com/dfgvaetyj3456356-hash) | no | NONE | 3d | `2026-06-01T03:10:16Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
+| `divya234-hue` | [profile](https://github.com/divya234-hue) | yes | FIRST_TIMER | 553d | `2026-07-06T08:47:57Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `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 |
 | `EdoardoMosca` | [profile](https://github.com/EdoardoMosca) | no | NONE | 2778d | `2026-06-30T12:56:34Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `efazal` | [profile](https://github.com/efazal) | no | CONTRIBUTOR | 475d | `2026-06-22T22:56:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -296,6 +295,7 @@
 | `Mi-Jiazhi` | [profile](https://github.com/Mi-Jiazhi) | no | CONTRIBUTOR | 2414d | `2026-06-04T14:08:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Minato95-ayu` | [profile](https://github.com/Minato95-ayu) | no | FIRST_TIME_CONTRIBUTOR | 657d | `2026-06-16T07:26:24Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `mironable` | [profile](https://github.com/mironable) | no | FIRST_TIME_CONTRIBUTOR | 3559d | `2026-06-15T12:56:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `mishig25` | [profile](https://github.com/mishig25) | yes | MEMBER | 4108d | `2026-07-06T07:52:12Z` | 1 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `msdsm` | [profile](https://github.com/msdsm) | no | FIRST_TIME_CONTRIBUTOR | 2197d | `2026-06-06T10:53:47Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `MushiSenpai` | [profile](https://github.com/MushiSenpai) | no | NONE | 143d | `2026-06-26T15:25:50Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `n0gu-furiosa` | [profile](https://github.com/n0gu-furiosa) | no | CONTRIBUTOR | 863d | `2026-06-04T05:04:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -322,6 +322,7 @@
 | `rodriguescarson` | [profile](https://github.com/rodriguescarson) | no | NONE | 4589d | `2026-07-02T17:18:05Z` | 1 | 0 | strong | very high | medium | high recent PR volume; very broad repo spread |
 | `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | NONE | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `saitejabandaru-in` | [profile](https://github.com/saitejabandaru-in) | no | NONE | 564d | `2026-06-25T00:20:31Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
+| `samyuktahegde` | [profile](https://github.com/samyuktahegde) | yes | FIRST_TIME_CONTRIBUTOR | 3567d | `2026-07-06T07:32:26Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | FIRST_TIME_CONTRIBUTOR | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `Sarimsaljook` | [profile](https://github.com/Sarimsaljook) | no | NONE | 1930d | `2026-06-27T01:05:09Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Saurav-Gupta-13` | [profile](https://github.com/Saurav-Gupta-13) | no | NONE | 1717d | `2026-06-05T16:58:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
@@ -353,7 +354,7 @@
 | `Yeuvoir` | [profile](https://github.com/Yeuvoir) | no | NONE | 639d | `2026-05-13T05:45:38Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `Yooniel` | [profile](https://github.com/Yooniel) | no | CONTRIBUTOR | 2080d | `2026-05-21T15:59:30Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `YousefZahran1` | [profile](https://github.com/YousefZahran1) | no | NONE | 870d | `2026-05-07T16:00:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
-| `YuChangHui` | [profile](https://github.com/YuChangHui) | yes | FIRST_TIME_CONTRIBUTOR | 2154d | `2026-07-06T02:04:32Z` | 1 | 0 | strong | low | low | — |
+| `YuChangHui` | [profile](https://github.com/YuChangHui) | no | FIRST_TIME_CONTRIBUTOR | 2154d | `2026-07-06T02:04:32Z` | 1 | 0 | strong | low | low | — |
 | `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `yyouretoast` | [profile](https://github.com/yyouretoast) | no | CONTRIBUTOR | 1077d | `2026-06-19T14:58:48Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `ZappD0S` | [profile](https://github.com/ZappD0S) | no | FIRST_TIMER | 4066d | `2026-05-19T19:36:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -366,11 +367,11 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
 - repo first seen: `2025-02-05T12:51:57Z`
-- repo last seen: `2026-07-03T15:26:07Z`
+- repo last seen: `2026-07-06T09:35:09Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **134**
-- snapshot authored PRs/issues: **134 PRs / 0 issues**
+- repo primary artifacts: **135**
+- snapshot authored PRs/issues: **135 PRs / 0 issues**
 - snapshot discussion activity: **138 comments / 266 reviews / 181 review comments**
 - account age: **4938 days**
 - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
@@ -379,9 +380,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #47104: processor tests: use tiny Hub repos to reduce CI memory by ~43%](https://github.com/huggingface/transformers/pull/47104) — open
 - [PR #47043: Fix CI read-only cache failures by patching cached_files in conftest](https://github.com/huggingface/transformers/pull/47043) — open
 - [PR #47040: Update workflow callers to use `transformers-ci`](https://github.com/huggingface/transformers/pull/47040) — closed, merged
-- [PR #47022: Check cancel](https://github.com/huggingface/transformers/pull/47022) — closed, draft
 
 ### `Cyrilvallez`
 
@@ -402,7 +403,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #47094: [masking] Improve sdpa by allowing to dispatch to FA more often](https://github.com/huggingface/transformers/pull/47094) — open
+- [PR #47094: [sdpa] Allow prefill to use FA kernel with StaticCache](https://github.com/huggingface/transformers/pull/47094) — open
 - [PR #47018: Fix save_pretrained with offloading and weight conversions](https://github.com/huggingface/transformers/pull/47018) — closed, merged
 - [PR #46978: Fix accelerate hooks for all models using linear attention](https://github.com/huggingface/transformers/pull/46978) — closed, merged
 
@@ -464,12 +465,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-07-19T13:27:51Z`
-- repo last seen: `2026-07-03T14:42:31Z`
+- repo last seen: `2026-07-06T08:14:00Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **100**
 - snapshot authored PRs/issues: **100 PRs / 0 issues**
-- snapshot discussion activity: **693 comments / 1123 reviews / 2387 review comments**
+- snapshot discussion activity: **693 comments / 1129 reviews / 2421 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`
@@ -512,12 +513,12 @@ 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: `2026-07-03T13:51:30Z`
+- repo last seen: `2026-07-06T09:49:45Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **74**
 - snapshot authored PRs/issues: **70 PRs / 4 issues**
-- snapshot discussion activity: **204 comments / 746 reviews / 1486 review comments**
+- snapshot discussion activity: **205 comments / 751 reviews / 1518 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
@@ -582,6 +583,30 @@ Example artifacts:
 - [Issue #43595: Tell Us: What Would Make Trainer Better?](https://github.com/huggingface/transformers/issues/43595) — open
 - [Issue #33260: Community contribution: Adding GGUF support for more architectures](https://github.com/huggingface/transformers/issues/33260) — 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: `2025-09-11T21:27:59Z`
+- repo last seen: `2026-07-06T08:03:34Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **48**
+- snapshot authored PRs/issues: **47 PRs / 1 issues**
+- snapshot discussion activity: **63 comments / 190 reviews / 195 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 #47100: [Fix] Remove deprecated argument from `kernels` call](https://github.com/huggingface/transformers/pull/47100) — open
+- [PR #47097: Fix experts implementation in two spots](https://github.com/huggingface/transformers/pull/47097) — open
+- [PR #46838: [Fix] Make require_flash_attn3 match runtime](https://github.com/huggingface/transformers/pull/46838) — open
+- [Issue #46516: [Continuous batching] Tracker for issues and feature requests](https://github.com/huggingface/transformers/issues/46516) — open
+
 ### `Rocketknight1`
 
 - profile: [github.com/Rocketknight1](https://github.com/Rocketknight1)
@@ -605,30 +630,6 @@ Example artifacts:
 - [PR #46419: Port ESMC and ESMFold2 to Transformers](https://github.com/huggingface/transformers/pull/46419) — open
 - [PR #46036: Widen tols for float16/bfloat16](https://github.com/huggingface/transformers/pull/46036) — 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: `2025-09-11T21:27:59Z`
-- repo last seen: `2026-06-26T02:16:12Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **46**
-- snapshot authored PRs/issues: **45 PRs / 1 issues**
-- snapshot discussion activity: **63 comments / 190 reviews / 195 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 #46838: [Fix] Make require_flash_attn3 match runtime](https://github.com/huggingface/transformers/pull/46838) — open
-- [PR #46765: [CB] Fix issues with FA read / writes](https://github.com/huggingface/transformers/pull/46765) — closed, merged
-- [PR #46712: [CB] Changes to increase max_batch_tokens](https://github.com/huggingface/transformers/pull/46712) — closed, merged
-- [Issue #46516: [Continuous batching] Tracker for issues and feature requests](https://github.com/huggingface/transformers/issues/46516) — open
-
 ### `sywangyi`
 
 - profile: [github.com/sywangyi](https://github.com/sywangyi)
@@ -803,12 +804,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille)
 - repo first seen: `2025-11-26T16:58:10Z`
-- repo last seen: `2026-07-03T06:19:45Z`
+- repo last seen: `2026-07-06T06:43:44Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **29**
 - snapshot authored PRs/issues: **28 PRs / 1 issues**
-- snapshot discussion activity: **34 comments / 111 reviews / 113 review comments**
+- snapshot discussion activity: **34 comments / 112 reviews / 114 review comments**
 - account age: **2625 days**
 - recent public PR activity: **9 PRs** (4 merged / 0 closed-unmerged / 5 open; merged rate **44%**, closed-unmerged rate **0%**, open rate **56%**)
 - public orgs: `huggingface`
@@ -817,7 +818,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #46990: FSDP orchestration: apply + loading/saving](https://github.com/huggingface/transformers/pull/46990) — open
-- [PR #46717: Shard on read ](https://github.com/huggingface/transformers/pull/46717) — open
+- [PR #46717: Shard on read Dtensor aware](https://github.com/huggingface/transformers/pull/46717) — open
 - [PR #46707: Add native FSDP2 module + migration](https://github.com/huggingface/transformers/pull/46707) — open
 - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
 
@@ -847,6 +848,32 @@ Example artifacts:
 - [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
 - [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — 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: `2026-07-06T07:00:32Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **31**
+- snapshot authored PRs/issues: **27 PRs / 4 issues**
+- snapshot discussion activity: **81 comments / 454 reviews / 419 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 #47096: Exportable kimi](https://github.com/huggingface/transformers/pull/47096) — open, draft
+- [PR #47003: OpenVINO HF Exporter](https://github.com/huggingface/transformers/pull/47003) — open, draft
+- [PR #46957: Finegrained FP8 v4: fused grouepd/batched](https://github.com/huggingface/transformers/pull/46957) — open
+- [Issue #46443: Vision RoPE refactor](https://github.com/huggingface/transformers/issues/46443) — open
+- [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
+
 ### `hf-security-analysis[bot]`
 
 - profile: [github.com/hf-security-analysis[bot]](https://github.com/hf-security-analysis[bot])
@@ -871,32 +898,6 @@ Example artifacts:
 - [PR #46563: chore: update pr-ci-security-gate.yml](https://github.com/huggingface/transformers/pull/46563) — open
 - [PR #46558: chore: update pr-ci-security-gate.yml](https://github.com/huggingface/transformers/pull/46558) — open
 
-### `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: `2026-07-03T11:35:18Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **30**
-- snapshot authored PRs/issues: **26 PRs / 4 issues**
-- snapshot discussion activity: **81 comments / 453 reviews / 418 review comments**
-- account age: **2354 days**
-- recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
-- public orgs: `huggingface`, `Chouafa`
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #47003: OpenVINO HF Exporter](https://github.com/huggingface/transformers/pull/47003) — open, draft
-- [PR #46957: Finegrained FP8 v4: fused grouepd/batched](https://github.com/huggingface/transformers/pull/46957) — open
-- [PR #46818: 🚨 EP: fix EP router contract for many models + honor FP8 scale format](https://github.com/huggingface/transformers/pull/46818) — closed, merged
-- [Issue #46443: Vision RoPE refactor](https://github.com/huggingface/transformers/issues/46443) — open
-- [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
-
 ### `hmellor`
 
 - profile: [github.com/hmellor](https://github.com/hmellor)
@@ -1160,12 +1161,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amolbap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amolbap)
 - repo first seen: `2024-06-13T14:13:17Z`
-- repo last seen: `2026-07-03T13:52:27Z`
+- repo last seen: `2026-07-06T10:38:30Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **13**
 - snapshot authored PRs/issues: **12 PRs / 1 issues**
-- snapshot discussion activity: **53 comments / 251 reviews / 714 review comments**
+- snapshot discussion activity: **53 comments / 252 reviews / 723 review comments**
 - account age: **2914 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -1345,12 +1346,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adacorvo)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adacorvo)
 - repo first seen: `2026-03-13T14:45:22Z`
-- repo last seen: `2026-07-05T16:31:52Z`
+- repo last seen: `2026-07-06T10:32:31Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **17**
 - snapshot authored PRs/issues: **7 PRs / 10 issues**
-- snapshot discussion activity: **23 comments / 20 reviews / 20 review comments**
+- snapshot discussion activity: **25 comments / 20 reviews / 20 review comments**
 - account age: **5087 days**
 - recent public PR activity: **7 PRs** (1 merged / 3 closed-unmerged / 3 open; merged rate **14%**, closed-unmerged rate **43%**, open rate **43%**)
 - public orgs: none visible
@@ -1361,8 +1362,8 @@ Example artifacts:
 - [PR #47029: Skip caching_allocator_warmup on Neuron (no reuse pool to warm; currently OOMs)](https://github.com/huggingface/transformers/pull/47029) — open, draft
 - [PR #46590: feat(generation): allow user to keep input tensors on cpu](https://github.com/huggingface/transformers/pull/46590) — closed, merged
 - [PR #46446: Fix several bugs in `cache_implementation=static`](https://github.com/huggingface/transformers/pull/46446) — closed, merged
-- [Issue #46441: Qwen3.5 crash with `cache_implementation="static"` — `KeyError: 'linear_attention'`](https://github.com/huggingface/transformers/issues/46441) — open
-- [Issue #46439: Static cache `early_initialization` corrupts linear-attention layers (wrong shapes → `RuntimeError`)](https://github.com/huggingface/transformers/issues/46439) — open
+- [Issue #46441: Qwen3.5 crash with `cache_implementation="static"` — `KeyError: 'linear_attention'`](https://github.com/huggingface/transformers/issues/46441) — closed
+- [Issue #46439: Static cache `early_initialization` corrupts linear-attention layers (wrong shapes → `RuntimeError`)](https://github.com/huggingface/transformers/issues/46439) — closed
 - [Issue #46424: Cache config max_cache_length only honored for Quantized Cache](https://github.com/huggingface/transformers/issues/46424) — closed
 
 ### `Incheonkirin`
@@ -1420,12 +1421,12 @@ 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: `2026-07-02T11:25:09Z`
+- repo last seen: `2026-07-06T11:41:42Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **38 comments / 149 reviews / 188 review comments**
+- snapshot discussion activity: **39 comments / 161 reviews / 200 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`
@@ -1739,6 +1740,29 @@ Example artifacts:
 - [PR #46398: fix(gemma4_unified): conversion script and config bugs](https://github.com/huggingface/transformers/pull/46398) — closed, merged
 - [PR #46385: who needs encoders?](https://github.com/huggingface/transformers/pull/46385) — closed, merged
 
+### `IMvision12`
+
+- profile: [github.com/IMvision12](https://github.com/IMvision12)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
+- repo first seen: `2026-05-10T21:08:04Z`
+- repo last seen: `2026-07-06T10:07:49Z`
+- 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 / 1 reviews / 1 review comments**
+- account age: **1735 days**
+- recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #47105: Re-enable VITS model forward test](https://github.com/huggingface/transformers/pull/47105) — open
+- [PR #47079: Fix AltCLIP text embedding resize test](https://github.com/huggingface/transformers/pull/47079) — closed, merged
+- [PR #46991: Add nvidia/LocateAnything-3B](https://github.com/huggingface/transformers/pull/46991) — closed
+
 ### `irfaan101`
 
 - profile: [github.com/irfaan101](https://github.com/irfaan101)
@@ -1854,32 +1878,6 @@ Example artifacts:
 - [PR #47010: Fix off-by-one in sliding_window_mask_function right window boundary](https://github.com/huggingface/transformers/pull/47010) — closed
 - [PR #47009: Add linear_attn entries to Qwen3.5 base_model_tp_plan](https://github.com/huggingface/transformers/pull/47009) — open
 
-### `qflen`
-
-- profile: [github.com/qflen](https://github.com/qflen)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqflen)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqflen)
-- repo first seen: `2026-04-25T02:09:42Z`
-- repo last seen: `2026-06-17T14:51:13Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **3 PRs / 4 issues**
-- snapshot discussion activity: **7 comments / 3 reviews / 3 review comments**
-- account age: **479 days**
-- recent public PR activity: **49 PRs** (12 merged / 6 closed-unmerged / 31 open; merged rate **24%**, closed-unmerged rate **12%**, open rate **63%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
-- heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #46514: Honor a concrete dtype in AutoModel for composite checkpoints](https://github.com/huggingface/transformers/pull/46514) — closed, merged
-- [PR #45852: Fix slow Trainer path with 4D attention mask](https://github.com/huggingface/transformers/pull/45852) — closed, merged
-- [PR #45822: Fix added-token prefix space in SentencePiece fast tokenizers](https://github.com/huggingface/transformers/pull/45822) — open
-- [Issue #46723: Several models hardcode `torch.float64` in their forward pass, crashing on MPS (Apple Silicon)](https://github.com/huggingface/transformers/issues/46723) — open
-- [Issue #46512: from_config(dtype=...) builds weights in the requested dtype but leaves model.config.dtype stale](https://github.com/huggingface/transformers/issues/46512) — open
-- [Issue #46459: `dtype` is silently ignored when loading composite (multimodal) checkpoints through AutoModelForCausalLM (affects all Qwen3.5 repos)](https://github.com/huggingface/transformers/issues/46459) — closed
-
 ### `ldkhang1201`
 
 - profile: [github.com/ldkhang1201](https://github.com/ldkhang1201)
@@ -1904,6 +1902,30 @@ Example artifacts:
 - [PR #46611: Fix dynamic module loading from symlinked Hub cache (snapshots -> blobs)](https://github.com/huggingface/transformers/pull/46611) — closed
 - [Issue #46617: FileNotFoundError when loading a trust_remote_code model from cache](https://github.com/huggingface/transformers/issues/46617) — open
 
+### `MutugiD`
+
+- profile: [github.com/MutugiD](https://github.com/MutugiD)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMutugiD)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMutugiD)
+- repo first seen: `2026-07-04T00:14:46Z`
+- repo last seen: `2026-07-06T08:53:10Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **3 PRs / 1 issues**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- account age: **2310 days**
+- recent public PR activity: **60 PRs** (54 merged / 2 closed-unmerged / 4 open; merged rate **90%**, closed-unmerged rate **3%**, open rate **7%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #47103: Fix mllama cross-attention leak for fully masked-out text rows](https://github.com/huggingface/transformers/pull/47103) — open
+- [PR #47066: Guard Deformable DETR and LW-DETR Hungarian matchers against infinite cost matrices](https://github.com/huggingface/transformers/pull/47066) — open
+- [PR #47048: Guard DETR and Grounding DINO Hungarian matchers against infinite cost matrices](https://github.com/huggingface/transformers/pull/47048) — open
+- [Issue #47065: DeformableDetrHungarianMatcher and LwDetrHungarianMatcher crash on non-finite cost matrices ("cost matrix is infeasible")](https://github.com/huggingface/transformers/issues/47065) — open
+
 ### `pcuenca`
 
 - profile: [github.com/pcuenca](https://github.com/pcuenca)
@@ -2044,29 +2066,6 @@ 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) — closed, merged
 - [PR #46338: Fix incorrect attribute mapping relationships in GLM MoE DSA Config](https://github.com/huggingface/transformers/pull/46338) — closed, merged
 
-### `IMvision12`
-
-- profile: [github.com/IMvision12](https://github.com/IMvision12)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
-- repo first seen: `2026-05-10T21:08:04Z`
-- repo last seen: `2026-07-05T01:49:34Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **1735 days**
-- recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #47079: Fix AltCLIP text embedding resize test](https://github.com/huggingface/transformers/pull/47079) — open
-- [PR #46991: Add nvidia/LocateAnything-3B](https://github.com/huggingface/transformers/pull/46991) — closed
-- [PR #45875: fix](https://github.com/huggingface/transformers/pull/45875) — closed
-
 ### `JemmaUZH`
 
 - profile: [github.com/JemmaUZH](https://github.com/JemmaUZH)
@@ -2440,6 +2439,32 @@ Example artifacts:
 - [PR #45840: fix: ModuleNotFoundError caused by distributed race condition in ci/cd](https://github.com/huggingface/transformers/pull/45840) — open
 - [PR #45787: fix: ModuleNotFoundError caused by distributed race condition in ci/cd test](https://github.com/huggingface/transformers/pull/45787) — closed
 
+### `qflen`
+
+- profile: [github.com/qflen](https://github.com/qflen)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqflen)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqflen)
+- repo first seen: `2026-04-25T02:09:42Z`
+- repo last seen: `2026-06-17T14:51:13Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **3 PRs / 4 issues**
+- snapshot discussion activity: **7 comments / 3 reviews / 3 review comments**
+- account age: **479 days**
+- recent public PR activity: **49 PRs** (12 merged / 6 closed-unmerged / 31 open; merged rate **24%**, closed-unmerged rate **12%**, open rate **63%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
+- heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46514: Honor a concrete dtype in AutoModel for composite checkpoints](https://github.com/huggingface/transformers/pull/46514) — closed, merged
+- [PR #45852: Fix slow Trainer path with 4D attention mask](https://github.com/huggingface/transformers/pull/45852) — closed, merged
+- [PR #45822: Fix added-token prefix space in SentencePiece fast tokenizers](https://github.com/huggingface/transformers/pull/45822) — open
+- [Issue #46723: Several models hardcode `torch.float64` in their forward pass, crashing on MPS (Apple Silicon)](https://github.com/huggingface/transformers/issues/46723) — open
+- [Issue #46512: from_config(dtype=...) builds weights in the requested dtype but leaves model.config.dtype stale](https://github.com/huggingface/transformers/issues/46512) — open
+- [Issue #46459: `dtype` is silently ignored when loading composite (multimodal) checkpoints through AutoModelForCausalLM (affects all Qwen3.5 repos)](https://github.com/huggingface/transformers/issues/46459) — closed
+
 ### `gante`
 
 - profile: [github.com/gante](https://github.com/gante)
@@ -2465,29 +2490,6 @@ Example artifacts:
 - [Issue #32946: Support `StaticCache` in assisted generation](https://github.com/huggingface/transformers/issues/32946) — closed
 - [Issue #29149: Generate: support passing position_ids](https://github.com/huggingface/transformers/issues/29149) — closed
 
-### `fyhon`
-
-- profile: [github.com/fyhon](https://github.com/fyhon)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afyhon)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afyhon)
-- repo first seen: `2026-05-06T09:12:14Z`
-- repo last seen: `2026-07-01T02:34:30Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1467 days**
-- recent public PR activity: **4 PRs** (0 merged / 1 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **25%**, open rate **75%**)
-- 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 #46988: fix(masking): preserve dict return type in create_masks_for_generate single-pattern path](https://github.com/huggingface/transformers/pull/46988) — closed, draft
-- [PR #45819: fix: use per-instance lru_cache in compile_compatible_method_lru_cache to prevent memory leak](https://github.com/huggingface/transformers/pull/45819) — open, draft
-- [PR #45801: Fix IndexError on 0-d tensor in sdpa_mask/flex_attention_mask cache_position check](https://github.com/huggingface/transformers/pull/45801) — closed
-
 ### `Prachi-kushwaha`
 
 - profile: [github.com/Prachi-kushwaha](https://github.com/Prachi-kushwaha)
@@ -2605,29 +2607,6 @@ Example artifacts:
 - [PR #46136: Fix is_last off-by-one in MaskGenerationPipeline for partial batches](https://github.com/huggingface/transformers/pull/46136) — closed, merged
 - [Issue #46123: MaskGenerationPipeline: is_last never True on final partial batch, silently dropping results](https://github.com/huggingface/transformers/issues/46123) — closed
 
-### `MutugiD`
-
-- profile: [github.com/MutugiD](https://github.com/MutugiD)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMutugiD)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMutugiD)
-- repo first seen: `2026-07-04T00:14:46Z`
-- repo last seen: `2026-07-05T07:01:14Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2310 days**
-- recent public PR activity: **60 PRs** (54 merged / 2 closed-unmerged / 4 open; merged rate **90%**, closed-unmerged rate **3%**, open rate **7%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #47066: Guard Deformable DETR and LW-DETR Hungarian matchers against infinite cost matrices](https://github.com/huggingface/transformers/pull/47066) — open
-- [PR #47048: Guard DETR and Grounding DINO Hungarian matchers against infinite cost matrices](https://github.com/huggingface/transformers/pull/47048) — open
-- [Issue #47065: DeformableDetrHungarianMatcher and LwDetrHungarianMatcher crash on non-finite cost matrices ("cost matrix is infeasible")](https://github.com/huggingface/transformers/issues/47065) — open
-
 ### `VIUK-XV`
 
 - profile: [github.com/VIUK-XV](https://github.com/VIUK-XV)
@@ -3669,6 +3648,29 @@ Example artifacts:
 - [PR #43888: Support for BharatGen's Param2MoE model architecture](https://github.com/huggingface/transformers/pull/43888) — closed
 - [PR #43752: Param2moe v4.52.3](https://github.com/huggingface/transformers/pull/43752) — closed
 
+### `fyhon`
+
+- profile: [github.com/fyhon](https://github.com/fyhon)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afyhon)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afyhon)
+- repo first seen: `2026-05-06T09:12:14Z`
+- repo last seen: `2026-07-01T02:34:30Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1467 days**
+- recent public PR activity: **4 PRs** (0 merged / 1 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **25%**, open rate **75%**)
+- 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 #46988: fix(masking): preserve dict return type in create_masks_for_generate single-pattern path](https://github.com/huggingface/transformers/pull/46988) — closed, draft
+- [PR #45819: fix: use per-instance lru_cache in compile_compatible_method_lru_cache to prevent memory leak](https://github.com/huggingface/transformers/pull/45819) — open, draft
+- [PR #45801: Fix IndexError on 0-d tensor in sdpa_mask/flex_attention_mask cache_position check](https://github.com/huggingface/transformers/pull/45801) — closed
+
 ### `joaquinhuigomez`
 
 - profile: [github.com/joaquinhuigomez](https://github.com/joaquinhuigomez)
@@ -4961,27 +4963,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46954: Fix failure revealed by Pytest v9](https://github.com/huggingface/transformers/pull/46954) — open
 
-### `anagnorisis2peripeteia`
-
-- profile: [github.com/anagnorisis2peripeteia](https://github.com/anagnorisis2peripeteia)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aanagnorisis2peripeteia)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aanagnorisis2peripeteia)
-- repo first seen: `2026-05-07T07:28:52Z`
-- repo last seen: `2026-05-16T02:34:45Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1130 days**
-- recent public PR activity: **30 PRs** (1 merged / 8 closed-unmerged / 21 open; merged rate **3%**, closed-unmerged rate **27%**, open rate **70%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **low**
-- heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45818: trainer: clear MPS graph cache after each optimizer step (pytorch#182648)](https://github.com/huggingface/transformers/pull/45818) — open
-
 ### `andreay99`
 
 - profile: [github.com/andreay99](https://github.com/andreay99)
@@ -5423,27 +5404,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46336: Fix grammar typos in Whisper documentation](https://github.com/huggingface/transformers/pull/46336) — closed, merged
 
-### `Caromisc`
-
-- profile: [github.com/Caromisc](https://github.com/Caromisc)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACaromisc)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACaromisc)
-- repo first seen: `2026-05-07T11:04:43Z`
-- repo last seen: `2026-05-07T11:50:40Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2207 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 #45824: fix: correct typo 'seperate' -> 'separate' in comments across multipl…](https://github.com/huggingface/transformers/pull/45824) — closed, merged
-
 ### `Charansripadi`
 
 - profile: [github.com/Charansripadi](https://github.com/Charansripadi)
@@ -5717,6 +5677,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46314: Validate Bark speaker embedding save paths](https://github.com/huggingface/transformers/pull/46314) — closed
 
+### `divya234-hue`
+
+- profile: [github.com/divya234-hue](https://github.com/divya234-hue)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adivya234-hue)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adivya234-hue)
+- repo first seen: `2026-07-06T08:47:57Z`
+- repo last seen: `2026-07-06T08:52:52Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIMER**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **553 days**
+- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #47101: Improve README documentation](https://github.com/huggingface/transformers/pull/47101) — closed
+
 ### `DiwanshuG`
 
 - profile: [github.com/DiwanshuG](https://github.com/DiwanshuG)
@@ -6767,6 +6748,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46718: Add GGUF loading support for GLM-4.5 MoE (glm4moe)](https://github.com/huggingface/transformers/pull/46718) — open
 
+### `mishig25`
+
+- profile: [github.com/mishig25](https://github.com/mishig25)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amishig25)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amishig25)
+- repo first seen: `2026-07-06T07:52:12Z`
+- repo last seen: `2026-07-06T07:52:12Z`
+- first seen in snapshot: **yes**
+- repo association: **MEMBER**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4108 days**
+- recent public PR activity: **46 PRs** (20 merged / 4 closed-unmerged / 22 open; merged rate **43%**, closed-unmerged rate **9%**, open rate **48%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
+- heuristic read: **high recent PR volume; very broad repo spread; high open PR share**
+
+Example artifacts:
+- [PR #47099: Make doc builds faster](https://github.com/huggingface/transformers/pull/47099) — closed, merged
+
 ### `msdsm`
 
 - profile: [github.com/msdsm](https://github.com/msdsm)
@@ -7313,6 +7315,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46874: [RT-DETR] Fix misplaced [-1] index in decoder projection when num_feature_levels > backbone outputs](https://github.com/huggingface/transformers/pull/46874) — closed
 
+### `samyuktahegde`
+
+- profile: [github.com/samyuktahegde](https://github.com/samyuktahegde)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asamyuktahegde)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asamyuktahegde)
+- repo first seen: `2026-07-06T07:32:26Z`
+- repo last seen: `2026-07-06T07:32:26Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3567 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #47098: Fix grammar in PreTrainedConfig description](https://github.com/huggingface/transformers/pull/47098) — open
+
 ### `Sanjays2402`
 
 - profile: [github.com/Sanjays2402](https://github.com/Sanjays2402)
@@ -7971,7 +7994,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYuChangHui)
 - repo first seen: `2026-07-06T02:04:32Z`
 - repo last seen: `2026-07-06T02:04:32Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:683e8a7a4ded54472fa0a929089614d229eb84dd7f6fee8f4e1d27b56e36697b
-size 63724
+oid sha256:e11d8813bf0e98f3914ee8e4cd723424d3fa60b8c4393f5596f73da3391bf8df
+size 63755

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260706T060036Z",
-  "generated_at": "2026-07-06T06:01:20Z",
-  "cluster_count": 88,
+  "snapshot_id": "20260706T120021Z",
+  "generated_at": "2026-07-06T12:01:54Z",
+  "cluster_count": 89,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -49,7 +49,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 45067,
           "similarity": 0.628,
-          "content_similarity": 0.468,
+          "content_similarity": 0.469,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -80,7 +80,7 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 45067,
-          "similarity": 0.516,
+          "similarity": 0.517,
           "content_similarity": 0.369,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
@@ -97,7 +97,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 44123,
           "similarity": 0.503,
-          "content_similarity": 0.406,
+          "content_similarity": 0.407,
           "size_similarity": 0.455,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -113,7 +113,7 @@
           "left_pr_number": 44257,
           "right_pr_number": 44660,
           "similarity": 0.484,
-          "content_similarity": 0.262,
+          "content_similarity": 0.263,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -144,7 +144,7 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 43663,
-          "similarity": 0.464,
+          "similarity": 0.465,
           "content_similarity": 0.355,
           "size_similarity": 0.44,
           "breadth_similarity": 1.0,
@@ -161,7 +161,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 44660,
           "similarity": 0.464,
-          "content_similarity": 0.397,
+          "content_similarity": 0.398,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -208,7 +208,7 @@
         {
           "left_pr_number": 44189,
           "right_pr_number": 45055,
-          "similarity": 0.446,
+          "similarity": 0.447,
           "content_similarity": 0.263,
           "size_similarity": 0.75,
           "breadth_similarity": 1.0,
@@ -241,7 +241,7 @@
           "left_pr_number": 44660,
           "right_pr_number": 45067,
           "similarity": 0.439,
-          "content_similarity": 0.361,
+          "content_similarity": 0.362,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -273,7 +273,7 @@
           "left_pr_number": 44189,
           "right_pr_number": 44257,
           "similarity": 0.432,
-          "content_similarity": 0.26,
+          "content_similarity": 0.261,
           "size_similarity": 0.667,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -302,11 +302,11 @@
           ]
         },
         {
-          "left_pr_number": 43663,
-          "right_pr_number": 44257,
+          "left_pr_number": 43651,
+          "right_pr_number": 44123,
           "similarity": 0.424,
-          "content_similarity": 0.34,
-          "size_similarity": 0.24,
+          "content_similarity": 0.321,
+          "size_similarity": 0.327,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -318,11 +318,11 @@
           ]
         },
         {
-          "left_pr_number": 43651,
-          "right_pr_number": 44123,
-          "similarity": 0.423,
-          "content_similarity": 0.32,
-          "size_similarity": 0.327,
+          "left_pr_number": 43663,
+          "right_pr_number": 44257,
+          "similarity": 0.424,
+          "content_similarity": 0.341,
+          "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -337,7 +337,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 44660,
           "similarity": 0.419,
-          "content_similarity": 0.313,
+          "content_similarity": 0.314,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -352,7 +352,7 @@
         {
           "left_pr_number": 44660,
           "right_pr_number": 45055,
-          "similarity": 0.41,
+          "similarity": 0.411,
           "content_similarity": 0.265,
           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
@@ -368,8 +368,8 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 45055,
-          "similarity": 0.408,
-          "content_similarity": 0.343,
+          "similarity": 0.409,
+          "content_similarity": 0.344,
           "size_similarity": 0.12,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -385,7 +385,7 @@
           "left_pr_number": 44257,
           "right_pr_number": 45067,
           "similarity": 0.403,
-          "content_similarity": 0.309,
+          "content_similarity": 0.31,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -401,7 +401,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 44189,
           "similarity": 0.401,
-          "content_similarity": 0.31,
+          "content_similarity": 0.311,
           "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -433,7 +433,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 44189,
           "similarity": 0.395,
-          "content_similarity": 0.271,
+          "content_similarity": 0.272,
           "size_similarity": 0.364,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -465,7 +465,7 @@
           "left_pr_number": 45055,
           "right_pr_number": 45273,
           "similarity": 0.388,
-          "content_similarity": 0.196,
+          "content_similarity": 0.197,
           "size_similarity": 0.667,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -481,7 +481,7 @@
           "left_pr_number": 45055,
           "right_pr_number": 45067,
           "similarity": 0.387,
-          "content_similarity": 0.312,
+          "content_similarity": 0.313,
           "size_similarity": 0.12,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -529,7 +529,7 @@
           "left_pr_number": 44189,
           "right_pr_number": 45273,
           "similarity": 0.383,
-          "content_similarity": 0.225,
+          "content_similarity": 0.226,
           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -609,7 +609,7 @@
           "left_pr_number": 44660,
           "right_pr_number": 45273,
           "similarity": 0.359,
-          "content_similarity": 0.227,
+          "content_similarity": 0.228,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -640,7 +640,7 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 44257,
-          "similarity": 0.354,
+          "similarity": 0.355,
           "content_similarity": 0.269,
           "size_similarity": 0.109,
           "breadth_similarity": 1.0,
@@ -656,7 +656,7 @@
         {
           "left_pr_number": 45067,
           "right_pr_number": 45273,
-          "similarity": 0.349,
+          "similarity": 0.35,
           "content_similarity": 0.268,
           "size_similarity": 0.08,
           "breadth_similarity": 1.0,
@@ -678,73 +678,455 @@
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/transformers/trainer.py"
+            "src/transformers/trainer.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44257,
+          "right_pr_number": 45273,
+          "similarity": 0.336,
+          "content_similarity": 0.195,
+          "size_similarity": 0.333,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/trainer.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43651,
+          "right_pr_number": 45273,
+          "similarity": 0.329,
+          "content_similarity": 0.232,
+          "size_similarity": 0.111,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/trainer.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43636,
+          "right_pr_number": 45273,
+          "similarity": 0.32,
+          "content_similarity": 0.203,
+          "size_similarity": 0.182,
+          "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": 45273,
+          "similarity": 0.318,
+          "content_similarity": 0.233,
+          "size_similarity": 0.036,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/trainer.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-32189-7",
+      "pr_numbers": [
+        32189,
+        34667,
+        39683,
+        44872,
+        45985,
+        47006,
+        47097
+      ],
+      "representative_pr_number": 45985,
+      "average_similarity": 0.43,
+      "summary": "7 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
+      "shared_filenames": [
+        "src/transformers/generation/utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/generation",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45985,
+          "right_pr_number": 47006,
+          "similarity": 0.619,
+          "content_similarity": 0.484,
+          "size_similarity": 0.867,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 39683,
+          "right_pr_number": 45985,
+          "similarity": 0.592,
+          "content_similarity": 0.492,
+          "size_similarity": 0.652,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 34667,
+          "right_pr_number": 45985,
+          "similarity": 0.586,
+          "content_similarity": 0.465,
+          "size_similarity": 0.733,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 34667,
+          "right_pr_number": 47006,
+          "similarity": 0.571,
+          "content_similarity": 0.42,
+          "size_similarity": 0.846,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 39683,
+          "right_pr_number": 47006,
+          "similarity": 0.545,
+          "content_similarity": 0.443,
+          "size_similarity": 0.565,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 34667,
+          "right_pr_number": 39683,
+          "similarity": 0.52,
+          "content_similarity": 0.426,
+          "size_similarity": 0.478,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 32189,
+          "right_pr_number": 47097,
+          "similarity": 0.479,
+          "content_similarity": 0.301,
+          "size_similarity": 0.977,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.766,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44872,
+          "right_pr_number": 45985,
+          "similarity": 0.446,
+          "content_similarity": 0.38,
+          "size_similarity": 0.2,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44872,
+          "right_pr_number": 47006,
+          "similarity": 0.424,
+          "content_similarity": 0.342,
+          "size_similarity": 0.231,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 34667,
+          "right_pr_number": 44872,
+          "similarity": 0.421,
+          "content_similarity": 0.329,
+          "size_similarity": 0.273,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 39683,
+          "right_pr_number": 44872,
+          "similarity": 0.413,
+          "content_similarity": 0.348,
+          "size_similarity": 0.13,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45985,
+          "right_pr_number": 47097,
+          "similarity": 0.406,
+          "content_similarity": 0.464,
+          "size_similarity": 0.086,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.701,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 39683,
+          "right_pr_number": 47097,
+          "similarity": 0.385,
+          "content_similarity": 0.425,
+          "size_similarity": 0.132,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.701,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 47006,
+          "right_pr_number": 47097,
+          "similarity": 0.372,
+          "content_similarity": 0.418,
+          "size_similarity": 0.075,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.701,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 34667,
+          "right_pr_number": 47097,
+          "similarity": 0.359,
+          "content_similarity": 0.402,
+          "size_similarity": 0.063,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.701,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 32189,
+          "right_pr_number": 45985,
+          "similarity": 0.346,
+          "content_similarity": 0.348,
+          "size_similarity": 0.088,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.935,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 32189,
+          "right_pr_number": 39683,
+          "similarity": 0.332,
+          "content_similarity": 0.319,
+          "size_similarity": 0.135,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.935,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
           ],
           "shared_directories": [
+            "src/transformers/generation",
             "src/transformers",
             "src"
           ]
         },
         {
-          "left_pr_number": 44257,
-          "right_pr_number": 45273,
-          "similarity": 0.336,
-          "content_similarity": 0.195,
-          "size_similarity": 0.333,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 32189,
+          "right_pr_number": 47006,
+          "similarity": 0.331,
+          "content_similarity": 0.33,
+          "size_similarity": 0.076,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.935,
           "shared_filenames": [
-            "src/transformers/trainer.py"
+            "src/transformers/generation/utils.py"
           ],
           "shared_directories": [
+            "src/transformers/generation",
             "src/transformers",
             "src"
           ]
         },
         {
-          "left_pr_number": 43651,
-          "right_pr_number": 45273,
-          "similarity": 0.329,
-          "content_similarity": 0.232,
-          "size_similarity": 0.111,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 32189,
+          "right_pr_number": 34667,
+          "similarity": 0.309,
+          "content_similarity": 0.302,
+          "size_similarity": 0.065,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.935,
           "shared_filenames": [
-            "src/transformers/trainer.py"
+            "src/transformers/generation/utils.py"
           ],
           "shared_directories": [
+            "src/transformers/generation",
             "src/transformers",
             "src"
           ]
         },
         {
-          "left_pr_number": 43636,
-          "right_pr_number": 45273,
-          "similarity": 0.319,
-          "content_similarity": 0.203,
-          "size_similarity": 0.182,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 44872,
+          "right_pr_number": 47097,
+          "similarity": 0.3,
+          "content_similarity": 0.328,
+          "size_similarity": 0.017,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.701,
           "shared_filenames": [
-            "src/transformers/trainer.py"
+            "src/transformers/generation/utils.py"
           ],
           "shared_directories": [
+            "src/transformers/generation",
             "src/transformers",
             "src"
           ]
         },
         {
-          "left_pr_number": 44123,
-          "right_pr_number": 45273,
-          "similarity": 0.318,
-          "content_similarity": 0.232,
-          "size_similarity": 0.036,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 32189,
+          "right_pr_number": 44872,
+          "similarity": 0.263,
+          "content_similarity": 0.246,
+          "size_similarity": 0.018,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.935,
           "shared_filenames": [
-            "src/transformers/trainer.py"
+            "src/transformers/generation/utils.py"
           ],
           "shared_directories": [
+            "src/transformers/generation",
             "src/transformers",
             "src"
           ]
@@ -920,7 +1302,7 @@
           "left_pr_number": 46554,
           "right_pr_number": 46558,
           "similarity": 0.825,
-          "content_similarity": 0.94,
+          "content_similarity": 0.941,
           "size_similarity": 0.111,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -935,8 +1317,8 @@
         {
           "left_pr_number": 46504,
           "right_pr_number": 46716,
-          "similarity": 0.392,
-          "content_similarity": 0.131,
+          "similarity": 0.391,
+          "content_similarity": 0.129,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -949,8 +1331,8 @@
         {
           "left_pr_number": 46504,
           "right_pr_number": 46747,
-          "similarity": 0.379,
-          "content_similarity": 0.113,
+          "similarity": 0.378,
+          "content_similarity": 0.112,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -963,8 +1345,8 @@
         {
           "left_pr_number": 46504,
           "right_pr_number": 46558,
-          "similarity": 0.363,
-          "content_similarity": 0.09,
+          "similarity": 0.362,
+          "content_similarity": 0.089,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -977,8 +1359,8 @@
         {
           "left_pr_number": 46504,
           "right_pr_number": 46563,
-          "similarity": 0.339,
-          "content_similarity": 0.126,
+          "similarity": 0.337,
+          "content_similarity": 0.125,
           "size_similarity": 0.667,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -991,8 +1373,8 @@
         {
           "left_pr_number": 46504,
           "right_pr_number": 46554,
-          "similarity": 0.262,
-          "content_similarity": 0.136,
+          "similarity": 0.261,
+          "content_similarity": 0.134,
           "size_similarity": 0.111,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1387,8 +1769,8 @@
         {
           "left_pr_number": 41606,
           "right_pr_number": 44543,
-          "similarity": 0.689,
-          "content_similarity": 0.667,
+          "similarity": 0.684,
+          "content_similarity": 0.66,
           "size_similarity": 0.583,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.683,
@@ -1425,8 +1807,8 @@
         {
           "left_pr_number": 42668,
           "right_pr_number": 45627,
-          "similarity": 0.657,
-          "content_similarity": 0.799,
+          "similarity": 0.658,
+          "content_similarity": 0.8,
           "size_similarity": 0.189,
           "breadth_similarity": 0.216,
           "concentration_similarity": 0.952,
@@ -1446,7 +1828,7 @@
           "left_pr_number": 42668,
           "right_pr_number": 46161,
           "similarity": 0.571,
-          "content_similarity": 0.663,
+          "content_similarity": 0.665,
           "size_similarity": 0.253,
           "breadth_similarity": 0.216,
           "concentration_similarity": 0.937,
@@ -1465,8 +1847,8 @@
         {
           "left_pr_number": 41606,
           "right_pr_number": 45422,
-          "similarity": 0.504,
-          "content_similarity": 0.428,
+          "similarity": 0.5,
+          "content_similarity": 0.422,
           "size_similarity": 0.569,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.881,
@@ -1483,8 +1865,8 @@
         {
           "left_pr_number": 44543,
           "right_pr_number": 45422,
-          "similarity": 0.486,
-          "content_similarity": 0.46,
+          "similarity": 0.483,
+          "content_similarity": 0.454,
           "size_similarity": 0.331,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.802,
@@ -1501,8 +1883,8 @@
         {
           "left_pr_number": 44543,
           "right_pr_number": 46161,
-          "similarity": 0.385,
-          "content_similarity": 0.217,
+          "similarity": 0.386,
+          "content_similarity": 0.219,
           "size_similarity": 0.566,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.97,
@@ -1518,8 +1900,8 @@
         {
           "left_pr_number": 41606,
           "right_pr_number": 46161,
-          "similarity": 0.362,
-          "content_similarity": 0.116,
+          "similarity": 0.363,
+          "content_similarity": 0.117,
           "size_similarity": 0.971,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.712,
@@ -1535,8 +1917,8 @@
         {
           "left_pr_number": 44543,
           "right_pr_number": 45627,
-          "similarity": 0.357,
-          "content_similarity": 0.206,
+          "similarity": 0.358,
+          "content_similarity": 0.208,
           "size_similarity": 0.423,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.985,
@@ -1552,8 +1934,8 @@
         {
           "left_pr_number": 42668,
           "right_pr_number": 44543,
-          "similarity": 0.351,
-          "content_similarity": 0.306,
+          "similarity": 0.35,
+          "content_similarity": 0.305,
           "size_similarity": 0.446,
           "breadth_similarity": 0.216,
           "concentration_similarity": 0.967,
@@ -1570,8 +1952,8 @@
         {
           "left_pr_number": 41606,
           "right_pr_number": 45627,
-          "similarity": 0.321,
-          "content_similarity": 0.11,
+          "similarity": 0.322,
+          "content_similarity": 0.111,
           "size_similarity": 0.725,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.697,
@@ -1585,266 +1967,73 @@
           ]
         },
         {
-          "left_pr_number": 45422,
-          "right_pr_number": 45627,
-          "similarity": 0.302,
-          "content_similarity": 0.097,
-          "size_similarity": 0.784,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.816,
-          "shared_filenames": [
-            "src/transformers/processing_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 45422,
-          "right_pr_number": 46161,
-          "similarity": 0.276,
-          "content_similarity": 0.103,
-          "size_similarity": 0.586,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.831,
-          "shared_filenames": [
-            "src/transformers/processing_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 41606,
-          "right_pr_number": 42668,
-          "similarity": 0.274,
-          "content_similarity": 0.258,
-          "size_similarity": 0.26,
-          "breadth_similarity": 0.216,
-          "concentration_similarity": 0.649,
-          "shared_filenames": [
-            "src/transformers/processing_utils.py",
-            "tests/test_processing_common.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 42668,
-          "right_pr_number": 45422,
-          "similarity": 0.201,
-          "content_similarity": 0.156,
-          "size_similarity": 0.148,
-          "breadth_similarity": 0.307,
-          "concentration_similarity": 0.768,
-          "shared_filenames": [
-            "src/transformers/processing_utils.py",
-            "tests/test_processing_common.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-34667-5",
-      "pr_numbers": [
-        34667,
-        39683,
-        44872,
-        45985,
-        47006
-      ],
-      "representative_pr_number": 45985,
-      "average_similarity": 0.517,
-      "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
-      "shared_filenames": [
-        "src/transformers/generation/utils.py"
-      ],
-      "shared_directories": [
-        "src/transformers/generation",
-        "src/transformers",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 45985,
-          "right_pr_number": 47006,
-          "similarity": 0.622,
-          "content_similarity": 0.489,
-          "size_similarity": 0.867,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/generation/utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 39683,
-          "right_pr_number": 45985,
-          "similarity": 0.595,
-          "content_similarity": 0.496,
-          "size_similarity": 0.652,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/generation/utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 34667,
-          "right_pr_number": 45985,
-          "similarity": 0.589,
-          "content_similarity": 0.47,
-          "size_similarity": 0.733,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/generation/utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 34667,
-          "right_pr_number": 47006,
-          "similarity": 0.574,
-          "content_similarity": 0.424,
-          "size_similarity": 0.846,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/generation/utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 39683,
-          "right_pr_number": 47006,
-          "similarity": 0.548,
-          "content_similarity": 0.448,
-          "size_similarity": 0.565,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/generation/utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 34667,
-          "right_pr_number": 39683,
-          "similarity": 0.523,
-          "content_similarity": 0.431,
-          "size_similarity": 0.478,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/generation/utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/generation",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 44872,
-          "right_pr_number": 45985,
-          "similarity": 0.449,
-          "content_similarity": 0.384,
-          "size_similarity": 0.2,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 45422,
+          "right_pr_number": 45627,
+          "similarity": 0.302,
+          "content_similarity": 0.098,
+          "size_similarity": 0.784,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.816,
           "shared_filenames": [
-            "src/transformers/generation/utils.py"
+            "src/transformers/processing_utils.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
-            "src"
+            "src",
+            "tests"
           ]
         },
         {
-          "left_pr_number": 44872,
-          "right_pr_number": 47006,
-          "similarity": 0.427,
-          "content_similarity": 0.346,
-          "size_similarity": 0.231,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 45422,
+          "right_pr_number": 46161,
+          "similarity": 0.277,
+          "content_similarity": 0.103,
+          "size_similarity": 0.586,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.831,
           "shared_filenames": [
-            "src/transformers/generation/utils.py"
+            "src/transformers/processing_utils.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
-            "src"
+            "src",
+            "tests"
           ]
         },
         {
-          "left_pr_number": 34667,
-          "right_pr_number": 44872,
-          "similarity": 0.424,
-          "content_similarity": 0.333,
-          "size_similarity": 0.273,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 41606,
+          "right_pr_number": 42668,
+          "similarity": 0.273,
+          "content_similarity": 0.256,
+          "size_similarity": 0.26,
+          "breadth_similarity": 0.216,
+          "concentration_similarity": 0.649,
           "shared_filenames": [
-            "src/transformers/generation/utils.py"
+            "src/transformers/processing_utils.py",
+            "tests/test_processing_common.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
-            "src"
+            "src",
+            "tests"
           ]
         },
         {
-          "left_pr_number": 39683,
-          "right_pr_number": 44872,
-          "similarity": 0.416,
-          "content_similarity": 0.352,
-          "size_similarity": 0.13,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 42668,
+          "right_pr_number": 45422,
+          "similarity": 0.199,
+          "content_similarity": 0.154,
+          "size_similarity": 0.148,
+          "breadth_similarity": 0.307,
+          "concentration_similarity": 0.768,
           "shared_filenames": [
-            "src/transformers/generation/utils.py"
+            "src/transformers/processing_utils.py",
+            "tests/test_processing_common.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
-            "src"
+            "src",
+            "tests"
           ]
         }
       ]
@@ -1937,7 +2126,7 @@
           "left_pr_number": 41097,
           "right_pr_number": 46696,
           "similarity": 0.449,
-          "content_similarity": 0.341,
+          "content_similarity": 0.342,
           "size_similarity": 0.4,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2041,7 +2230,7 @@
         46717
       ],
       "representative_pr_number": 45635,
-      "average_similarity": 0.464,
+      "average_similarity": 0.455,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #45635.",
       "shared_filenames": [
         "src/transformers/core_model_loading.py",
@@ -2059,8 +2248,8 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 45635,
-          "similarity": 0.718,
-          "content_similarity": 0.719,
+          "similarity": 0.72,
+          "content_similarity": 0.721,
           "size_similarity": 0.59,
           "breadth_similarity": 0.8,
           "concentration_similarity": 0.929,
@@ -2078,8 +2267,8 @@
         {
           "left_pr_number": 45635,
           "right_pr_number": 45996,
-          "similarity": 0.655,
-          "content_similarity": 0.603,
+          "similarity": 0.653,
+          "content_similarity": 0.6,
           "size_similarity": 0.714,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.758,
@@ -2117,8 +2306,8 @@
         {
           "left_pr_number": 45421,
           "right_pr_number": 45635,
-          "similarity": 0.469,
-          "content_similarity": 0.385,
+          "similarity": 0.47,
+          "content_similarity": 0.386,
           "size_similarity": 0.803,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.586,
@@ -2134,48 +2323,48 @@
         },
         {
           "left_pr_number": 44974,
-          "right_pr_number": 46717,
-          "similarity": 0.443,
-          "content_similarity": 0.322,
-          "size_similarity": 0.587,
-          "breadth_similarity": 0.9,
-          "concentration_similarity": 0.79,
+          "right_pr_number": 45421,
+          "similarity": 0.426,
+          "content_similarity": 0.309,
+          "size_similarity": 0.735,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.657,
           "shared_filenames": [
-            "src/transformers/core_model_loading.py",
-            "tests/utils/test_core_model_loading.py"
+            "src/transformers/core_model_loading.py"
           ],
           "shared_directories": [
             "src/transformers",
-            "tests/utils",
             "src",
             "tests"
           ]
         },
         {
           "left_pr_number": 44974,
-          "right_pr_number": 45421,
-          "similarity": 0.424,
-          "content_similarity": 0.306,
-          "size_similarity": 0.735,
-          "breadth_similarity": 0.667,
-          "concentration_similarity": 0.657,
+          "right_pr_number": 46717,
+          "similarity": 0.409,
+          "content_similarity": 0.273,
+          "size_similarity": 0.587,
+          "breadth_similarity": 0.9,
+          "concentration_similarity": 0.79,
           "shared_filenames": [
-            "src/transformers/core_model_loading.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": 45635,
+          "left_pr_number": 45996,
           "right_pr_number": 46717,
-          "similarity": 0.404,
-          "content_similarity": 0.326,
-          "size_similarity": 0.346,
-          "breadth_similarity": 0.875,
-          "concentration_similarity": 0.719,
+          "similarity": 0.374,
+          "content_similarity": 0.27,
+          "size_similarity": 0.247,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.961,
           "shared_filenames": [
             "src/transformers/core_model_loading.py",
             "tests/utils/test_core_model_loading.py"
@@ -2188,13 +2377,13 @@
           ]
         },
         {
-          "left_pr_number": 45996,
+          "left_pr_number": 45635,
           "right_pr_number": 46717,
-          "similarity": 0.37,
-          "content_similarity": 0.264,
-          "size_similarity": 0.247,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.961,
+          "similarity": 0.356,
+          "content_similarity": 0.259,
+          "size_similarity": 0.346,
+          "breadth_similarity": 0.875,
+          "concentration_similarity": 0.719,
           "shared_filenames": [
             "src/transformers/core_model_loading.py",
             "tests/utils/test_core_model_loading.py"
@@ -2209,8 +2398,8 @@
         {
           "left_pr_number": 45421,
           "right_pr_number": 45996,
-          "similarity": 0.324,
-          "content_similarity": 0.198,
+          "similarity": 0.323,
+          "content_similarity": 0.196,
           "size_similarity": 0.573,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.828,
@@ -2226,8 +2415,8 @@
         {
           "left_pr_number": 45421,
           "right_pr_number": 46717,
-          "similarity": 0.249,
-          "content_similarity": 0.118,
+          "similarity": 0.232,
+          "content_similarity": 0.094,
           "size_similarity": 0.432,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.867,
@@ -2271,7 +2460,7 @@
           "left_pr_number": 46580,
           "right_pr_number": 46928,
           "similarity": 0.653,
-          "content_similarity": 0.711,
+          "content_similarity": 0.712,
           "size_similarity": 0.036,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2347,7 +2536,7 @@
           "left_pr_number": 46928,
           "right_pr_number": 47017,
           "similarity": 0.484,
-          "content_similarity": 0.572,
+          "content_similarity": 0.573,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.625,
@@ -2411,7 +2600,7 @@
           "left_pr_number": 42975,
           "right_pr_number": 47023,
           "similarity": 0.681,
-          "content_similarity": 0.71,
+          "content_similarity": 0.709,
           "size_similarity": 0.259,
           "breadth_similarity": 0.955,
           "concentration_similarity": 1.0,
@@ -2436,7 +2625,7 @@
           "left_pr_number": 42975,
           "right_pr_number": 45077,
           "similarity": 0.66,
-          "content_similarity": 0.596,
+          "content_similarity": 0.595,
           "size_similarity": 0.731,
           "breadth_similarity": 0.833,
           "concentration_similarity": 1.0,
@@ -2460,8 +2649,8 @@
         {
           "left_pr_number": 42976,
           "right_pr_number": 47023,
-          "similarity": 0.516,
-          "content_similarity": 0.494,
+          "similarity": 0.515,
+          "content_similarity": 0.493,
           "size_similarity": 0.39,
           "breadth_similarity": 0.617,
           "concentration_similarity": 1.0,
@@ -2482,8 +2671,8 @@
         {
           "left_pr_number": 45077,
           "right_pr_number": 47023,
-          "similarity": 0.476,
-          "content_similarity": 0.444,
+          "similarity": 0.475,
+          "content_similarity": 0.443,
           "size_similarity": 0.189,
           "breadth_similarity": 0.867,
           "concentration_similarity": 1.0,
@@ -2507,8 +2696,8 @@
         {
           "left_pr_number": 42976,
           "right_pr_number": 45077,
-          "similarity": 0.472,
-          "content_similarity": 0.493,
+          "similarity": 0.471,
+          "content_similarity": 0.492,
           "size_similarity": 0.074,
           "breadth_similarity": 0.659,
           "concentration_similarity": 1.0,
@@ -2528,7 +2717,7 @@
           "left_pr_number": 42975,
           "right_pr_number": 42976,
           "similarity": 0.395,
-          "content_similarity": 0.385,
+          "content_similarity": 0.384,
           "size_similarity": 0.101,
           "breadth_similarity": 0.606,
           "concentration_similarity": 1.0,
@@ -2571,7 +2760,7 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 47064,
-          "similarity": 0.574,
+          "similarity": 0.575,
           "content_similarity": 0.523,
           "size_similarity": 0.833,
           "breadth_similarity": 0.5,
@@ -2622,8 +2811,8 @@
         {
           "left_pr_number": 44682,
           "right_pr_number": 47064,
-          "similarity": 0.452,
-          "content_similarity": 0.432,
+          "similarity": 0.453,
+          "content_similarity": 0.434,
           "size_similarity": 0.04,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.865,
@@ -2639,8 +2828,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 44682,
-          "similarity": 0.434,
-          "content_similarity": 0.481,
+          "similarity": 0.435,
+          "content_similarity": 0.483,
           "size_similarity": 0.048,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -2656,8 +2845,8 @@
         {
           "left_pr_number": 43842,
           "right_pr_number": 44682,
-          "similarity": 0.401,
-          "content_similarity": 0.442,
+          "similarity": 0.402,
+          "content_similarity": 0.443,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -2752,7 +2941,7 @@
           "left_pr_number": 45438,
           "right_pr_number": 45883,
           "similarity": 0.549,
-          "content_similarity": 0.588,
+          "content_similarity": 0.589,
           "size_similarity": 0.392,
           "breadth_similarity": 0.325,
           "concentration_similarity": 0.92,
@@ -2887,7 +3076,7 @@
         {
           "left_pr_number": 46152,
           "right_pr_number": 46995,
-          "similarity": 0.48,
+          "similarity": 0.479,
           "content_similarity": 0.442,
           "size_similarity": 0.133,
           "breadth_similarity": 1.0,
@@ -2939,7 +3128,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 46152,
           "similarity": 0.393,
-          "content_similarity": 0.349,
+          "content_similarity": 0.348,
           "size_similarity": 0.217,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2966,249 +3155,111 @@
       "average_similarity": 0.436,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`; representative PR #44893.",
       "shared_filenames": [
-        "src/transformers/cache_utils.py",
-        "tests/utils/test_cache_utils.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "src",
-        "tests/utils",
-        "tests"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 44893,
-          "right_pr_number": 46173,
-          "similarity": 0.741,
-          "content_similarity": 0.796,
-          "size_similarity": 0.222,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/cache_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43875,
-          "right_pr_number": 46781,
-          "similarity": 0.646,
-          "content_similarity": 0.517,
-          "size_similarity": 0.912,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.949,
-          "shared_filenames": [
-            "src/transformers/cache_utils.py",
-            "tests/utils/test_cache_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 44893,
-          "right_pr_number": 46781,
-          "similarity": 0.371,
-          "content_similarity": 0.307,
-          "size_similarity": 0.529,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.529,
-          "shared_filenames": [
-            "src/transformers/cache_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43875,
-          "right_pr_number": 44893,
-          "similarity": 0.361,
-          "content_similarity": 0.279,
-          "size_similarity": 0.581,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.581,
-          "shared_filenames": [
-            "src/transformers/cache_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 46173,
-          "right_pr_number": 46781,
-          "similarity": 0.254,
-          "content_similarity": 0.228,
-          "size_similarity": 0.118,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.529,
-          "shared_filenames": [
-            "src/transformers/cache_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43875,
-          "right_pr_number": 46173,
-          "similarity": 0.243,
-          "content_similarity": 0.207,
-          "size_similarity": 0.129,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.581,
-          "shared_filenames": [
-            "src/transformers/cache_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-32189-4",
-      "pr_numbers": [
-        32189,
-        42655,
-        45979,
-        46735
-      ],
-      "representative_pr_number": 45979,
-      "average_similarity": 0.394,
-      "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`, `tests/generation/test_utils.py`, `src/transformers/generation/candidate_generator.py`; representative PR #45979.",
-      "shared_filenames": [
-        "src/transformers/generation/utils.py",
-        "tests/generation/test_utils.py",
-        "src/transformers/generation/candidate_generator.py"
+        "src/transformers/cache_utils.py",
+        "tests/utils/test_cache_utils.py"
       ],
       "shared_directories": [
-        "src/transformers/generation",
         "src/transformers",
         "src",
-        "tests/generation",
+        "tests/utils",
         "tests"
       ],
       "pairwise": [
         {
-          "left_pr_number": 45979,
-          "right_pr_number": 46735,
-          "similarity": 0.585,
-          "content_similarity": 0.637,
-          "size_similarity": 0.248,
-          "breadth_similarity": 0.533,
-          "concentration_similarity": 0.96,
+          "left_pr_number": 44893,
+          "right_pr_number": 46173,
+          "similarity": 0.741,
+          "content_similarity": 0.796,
+          "size_similarity": 0.222,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/transformers/generation/utils.py",
-            "tests/generation/test_utils.py"
+            "src/transformers/cache_utils.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
-            "tests/generation",
-            "src",
-            "tests"
+            "src"
           ]
         },
         {
-          "left_pr_number": 32189,
-          "right_pr_number": 42655,
-          "similarity": 0.452,
-          "content_similarity": 0.484,
-          "size_similarity": 0.231,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.568,
+          "left_pr_number": 43875,
+          "right_pr_number": 46781,
+          "similarity": 0.646,
+          "content_similarity": 0.516,
+          "size_similarity": 0.912,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.949,
           "shared_filenames": [
-            "src/transformers/generation/candidate_generator.py",
-            "src/transformers/generation/utils.py"
+            "src/transformers/cache_utils.py",
+            "tests/utils/test_cache_utils.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
-            "src"
+            "tests/utils",
+            "src",
+            "tests"
           ]
         },
         {
-          "left_pr_number": 42655,
-          "right_pr_number": 45979,
-          "similarity": 0.393,
-          "content_similarity": 0.321,
-          "size_similarity": 0.329,
-          "breadth_similarity": 0.792,
-          "concentration_similarity": 0.797,
+          "left_pr_number": 44893,
+          "right_pr_number": 46781,
+          "similarity": 0.371,
+          "content_similarity": 0.308,
+          "size_similarity": 0.529,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.529,
           "shared_filenames": [
-            "src/transformers/generation/utils.py",
-            "tests/generation/test_utils.py"
+            "src/transformers/cache_utils.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
-            "tests/generation",
-            "src",
-            "tests"
+            "src"
           ]
         },
         {
-          "left_pr_number": 42655,
-          "right_pr_number": 46735,
-          "similarity": 0.322,
-          "content_similarity": 0.323,
-          "size_similarity": 0.082,
-          "breadth_similarity": 0.417,
-          "concentration_similarity": 0.837,
+          "left_pr_number": 43875,
+          "right_pr_number": 44893,
+          "similarity": 0.362,
+          "content_similarity": 0.279,
+          "size_similarity": 0.581,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.581,
           "shared_filenames": [
-            "src/transformers/generation/utils.py",
-            "tests/generation/test_utils.py"
+            "src/transformers/cache_utils.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
-            "tests/generation",
-            "src",
-            "tests"
+            "src"
           ]
         },
         {
-          "left_pr_number": 32189,
-          "right_pr_number": 45979,
-          "similarity": 0.321,
-          "content_similarity": 0.162,
-          "size_similarity": 0.702,
-          "breadth_similarity": 0.633,
-          "concentration_similarity": 0.771,
+          "left_pr_number": 46173,
+          "right_pr_number": 46781,
+          "similarity": 0.254,
+          "content_similarity": 0.228,
+          "size_similarity": 0.118,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.529,
           "shared_filenames": [
-            "src/transformers/generation/utils.py"
+            "src/transformers/cache_utils.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
             "src"
           ]
         },
         {
-          "left_pr_number": 32189,
-          "right_pr_number": 46735,
-          "similarity": 0.293,
-          "content_similarity": 0.172,
-          "size_similarity": 0.353,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.731,
+          "left_pr_number": 43875,
+          "right_pr_number": 46173,
+          "similarity": 0.243,
+          "content_similarity": 0.207,
+          "size_similarity": 0.129,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.581,
           "shared_filenames": [
-            "src/transformers/generation/utils.py"
+            "src/transformers/cache_utils.py"
           ],
           "shared_directories": [
-            "src/transformers/generation",
             "src/transformers",
             "src"
           ]
@@ -3238,7 +3289,7 @@
           "left_pr_number": 33686,
           "right_pr_number": 44550,
           "similarity": 0.394,
-          "content_similarity": 0.135,
+          "content_similarity": 0.134,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3254,7 +3305,7 @@
           "left_pr_number": 44407,
           "right_pr_number": 44550,
           "similarity": 0.363,
-          "content_similarity": 0.1,
+          "content_similarity": 0.099,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3283,7 +3334,7 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 46007,
-          "similarity": 0.345,
+          "similarity": 0.344,
           "content_similarity": 0.081,
           "size_similarity": 0.92,
           "breadth_similarity": 1.0,
@@ -3655,7 +3706,7 @@
         46780
       ],
       "representative_pr_number": 46780,
-      "average_similarity": 0.721,
+      "average_similarity": 0.722,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #46780.",
       "shared_filenames": [
         "src/transformers/models/vit_mae/modeling_vit_mae.py",
@@ -3713,8 +3764,8 @@
         {
           "left_pr_number": 45932,
           "right_pr_number": 46780,
-          "similarity": 0.607,
-          "content_similarity": 0.635,
+          "similarity": 0.609,
+          "content_similarity": 0.638,
           "size_similarity": 0.322,
           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -3745,8 +3796,8 @@
         {
           "left_pr_number": 45932,
           "right_pr_number": 46174,
-          "similarity": 0.591,
-          "content_similarity": 0.629,
+          "similarity": 0.593,
+          "content_similarity": 0.632,
           "size_similarity": 0.248,
           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -3835,7 +3886,7 @@
         {
           "left_pr_number": 44015,
           "right_pr_number": 44676,
-          "similarity": 0.419,
+          "similarity": 0.42,
           "content_similarity": 0.51,
           "size_similarity": 0.034,
           "breadth_similarity": 0.333,
@@ -3964,7 +4015,7 @@
           "left_pr_number": 43997,
           "right_pr_number": 44007,
           "similarity": 0.615,
-          "content_similarity": 0.646,
+          "content_similarity": 0.647,
           "size_similarity": 0.679,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.548,
@@ -4188,7 +4239,7 @@
         {
           "left_pr_number": 46127,
           "right_pr_number": 46257,
-          "similarity": 0.433,
+          "similarity": 0.434,
           "content_similarity": 0.429,
           "size_similarity": 0.053,
           "breadth_similarity": 0.75,
@@ -4205,6 +4256,84 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-34925-3",
+      "pr_numbers": [
+        34925,
+        45917,
+        46734
+      ],
+      "representative_pr_number": 34925,
+      "average_similarity": 0.463,
+      "summary": "3 open PRs share weighted file overlap around `tests/trainer/test_trainer.py`, `src/transformers/trainer.py`; representative PR #34925.",
+      "shared_filenames": [
+        "tests/trainer/test_trainer.py",
+        "src/transformers/trainer.py"
+      ],
+      "shared_directories": [
+        "tests/trainer",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 34925,
+          "right_pr_number": 45917,
+          "similarity": 0.492,
+          "content_similarity": 0.421,
+          "size_similarity": 0.39,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.78,
+          "shared_filenames": [
+            "tests/trainer/test_trainer.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/trainer",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 34925,
+          "right_pr_number": 46734,
+          "similarity": 0.457,
+          "content_similarity": 0.437,
+          "size_similarity": 0.158,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.89,
+          "shared_filenames": [
+            "src/transformers/trainer.py",
+            "tests/trainer/test_trainer.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/trainer",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 45917,
+          "right_pr_number": 46734,
+          "similarity": 0.44,
+          "content_similarity": 0.375,
+          "size_similarity": 0.404,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.67,
+          "shared_filenames": [
+            "tests/trainer/test_trainer.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/trainer",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45548-3",
       "pr_numbers": [
@@ -4213,7 +4342,7 @@
         45655
       ],
       "representative_pr_number": 45649,
-      "average_similarity": 0.464,
+      "average_similarity": 0.46,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -4226,8 +4355,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45649,
-          "similarity": 0.519,
-          "content_similarity": 0.531,
+          "similarity": 0.514,
+          "content_similarity": 0.524,
           "size_similarity": 0.149,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -4242,8 +4371,8 @@
         {
           "left_pr_number": 45649,
           "right_pr_number": 45655,
-          "similarity": 0.512,
-          "content_similarity": 0.35,
+          "similarity": 0.509,
+          "content_similarity": 0.347,
           "size_similarity": 0.778,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4258,8 +4387,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45655,
-          "similarity": 0.361,
-          "content_similarity": 0.297,
+          "similarity": 0.358,
+          "content_similarity": 0.292,
           "size_similarity": 0.191,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -4274,77 +4403,83 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-34925-3",
+      "cluster_id": "pr-scope-42655-3",
       "pr_numbers": [
-        34925,
-        45917,
-        46734
+        42655,
+        45979,
+        46735
       ],
-      "representative_pr_number": 34925,
-      "average_similarity": 0.463,
-      "summary": "3 open PRs share weighted file overlap around `tests/trainer/test_trainer.py`, `src/transformers/trainer.py`; representative PR #34925.",
+      "representative_pr_number": 45979,
+      "average_similarity": 0.434,
+      "summary": "3 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #45979.",
       "shared_filenames": [
-        "tests/trainer/test_trainer.py",
-        "src/transformers/trainer.py"
+        "tests/generation/test_utils.py",
+        "src/transformers/generation/utils.py"
       ],
       "shared_directories": [
-        "tests/trainer",
+        "src/transformers/generation",
+        "tests/generation",
         "src/transformers",
         "tests",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 34925,
-          "right_pr_number": 45917,
-          "similarity": 0.492,
-          "content_similarity": 0.421,
-          "size_similarity": 0.39,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.78,
+          "left_pr_number": 45979,
+          "right_pr_number": 46735,
+          "similarity": 0.586,
+          "content_similarity": 0.64,
+          "size_similarity": 0.248,
+          "breadth_similarity": 0.533,
+          "concentration_similarity": 0.96,
           "shared_filenames": [
-            "tests/trainer/test_trainer.py"
+            "src/transformers/generation/utils.py",
+            "tests/generation/test_utils.py"
           ],
           "shared_directories": [
+            "src/transformers/generation",
             "src/transformers",
-            "tests/trainer",
+            "tests/generation",
             "src",
             "tests"
           ]
         },
         {
-          "left_pr_number": 34925,
-          "right_pr_number": 46734,
-          "similarity": 0.457,
-          "content_similarity": 0.437,
-          "size_similarity": 0.158,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.89,
+          "left_pr_number": 42655,
+          "right_pr_number": 45979,
+          "similarity": 0.392,
+          "content_similarity": 0.32,
+          "size_similarity": 0.329,
+          "breadth_similarity": 0.792,
+          "concentration_similarity": 0.797,
           "shared_filenames": [
-            "src/transformers/trainer.py",
-            "tests/trainer/test_trainer.py"
+            "src/transformers/generation/utils.py",
+            "tests/generation/test_utils.py"
           ],
           "shared_directories": [
+            "src/transformers/generation",
             "src/transformers",
-            "tests/trainer",
+            "tests/generation",
             "src",
             "tests"
           ]
         },
         {
-          "left_pr_number": 45917,
-          "right_pr_number": 46734,
-          "similarity": 0.44,
-          "content_similarity": 0.375,
-          "size_similarity": 0.404,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.67,
+          "left_pr_number": 42655,
+          "right_pr_number": 46735,
+          "similarity": 0.322,
+          "content_similarity": 0.324,
+          "size_similarity": 0.082,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.837,
           "shared_filenames": [
-            "tests/trainer/test_trainer.py"
+            "src/transformers/generation/utils.py",
+            "tests/generation/test_utils.py"
           ],
           "shared_directories": [
+            "src/transformers/generation",
             "src/transformers",
-            "tests/trainer",
+            "tests/generation",
             "src",
             "tests"
           ]
@@ -4651,7 +4786,7 @@
           "left_pr_number": 46936,
           "right_pr_number": 46993,
           "similarity": 0.177,
-          "content_similarity": 0.111,
+          "content_similarity": 0.11,
           "size_similarity": 0.045,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.864,
@@ -4687,8 +4822,8 @@
         {
           "left_pr_number": 45694,
           "right_pr_number": 46917,
-          "similarity": 0.479,
-          "content_similarity": 0.32,
+          "similarity": 0.48,
+          "content_similarity": 0.321,
           "size_similarity": 0.868,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -4822,7 +4957,7 @@
         46503
       ],
       "representative_pr_number": 46503,
-      "average_similarity": 0.346,
+      "average_similarity": 0.345,
       "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46503.",
       "shared_filenames": [],
       "shared_directories": [
@@ -4833,8 +4968,8 @@
         {
           "left_pr_number": 46501,
           "right_pr_number": 46503,
-          "similarity": 0.364,
-          "content_similarity": 0.092,
+          "similarity": 0.363,
+          "content_similarity": 0.09,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4847,8 +4982,8 @@
         {
           "left_pr_number": 46138,
           "right_pr_number": 46503,
-          "similarity": 0.346,
-          "content_similarity": 0.119,
+          "similarity": 0.344,
+          "content_similarity": 0.117,
           "size_similarity": 0.75,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4861,8 +4996,8 @@
         {
           "left_pr_number": 46138,
           "right_pr_number": 46501,
-          "similarity": 0.33,
-          "content_similarity": 0.096,
+          "similarity": 0.329,
+          "content_similarity": 0.095,
           "size_similarity": 0.75,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4874,6 +5009,70 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45037-3",
+      "pr_numbers": [
+        45037,
+        46813,
+        47098
+      ],
+      "representative_pr_number": 45037,
+      "average_similarity": 0.341,
+      "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #45037.",
+      "shared_filenames": [],
+      "shared_directories": [
+        "docs/source/en",
+        "docs/source",
+        "docs"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45037,
+          "right_pr_number": 47098,
+          "similarity": 0.342,
+          "content_similarity": 0.059,
+          "size_similarity": 1.0,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        },
+        {
+          "left_pr_number": 45037,
+          "right_pr_number": 46813,
+          "similarity": 0.341,
+          "content_similarity": 0.059,
+          "size_similarity": 1.0,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        },
+        {
+          "left_pr_number": 46813,
+          "right_pr_number": 47098,
+          "similarity": 0.341,
+          "content_similarity": 0.059,
+          "size_similarity": 1.0,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-46907-2",
       "pr_numbers": [
@@ -5209,6 +5408,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46375-2",
+      "pr_numbers": [
+        46375,
+        47105
+      ],
+      "representative_pr_number": 46375,
+      "average_similarity": 0.889,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/vits/test_modeling_vits.py`; representative PR #46375.",
+      "shared_filenames": [
+        "tests/models/vits/test_modeling_vits.py"
+      ],
+      "shared_directories": [
+        "tests/models/vits",
+        "tests/models",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46375,
+          "right_pr_number": 47105,
+          "similarity": 0.889,
+          "content_similarity": 0.877,
+          "size_similarity": 0.833,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "tests/models/vits/test_modeling_vits.py"
+          ],
+          "shared_directories": [
+            "tests/models/vits",
+            "tests/models",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45639-2",
       "pr_numbers": [
@@ -5734,7 +5970,7 @@
           "left_pr_number": 46946,
           "right_pr_number": 47014,
           "similarity": 0.647,
-          "content_similarity": 0.693,
+          "content_similarity": 0.694,
           "size_similarity": 0.254,
           "breadth_similarity": 0.739,
           "concentration_similarity": 0.992,
@@ -5903,7 +6139,7 @@
           "left_pr_number": 45638,
           "right_pr_number": 46229,
           "similarity": 0.566,
-          "content_similarity": 0.574,
+          "content_similarity": 0.573,
           "size_similarity": 0.612,
           "breadth_similarity": 0.396,
           "concentration_similarity": 0.67,
@@ -5942,7 +6178,7 @@
           "left_pr_number": 44228,
           "right_pr_number": 46324,
           "similarity": 0.563,
-          "content_similarity": 0.6,
+          "content_similarity": 0.599,
           "size_similarity": 0.259,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.926,
@@ -6121,7 +6357,7 @@
           "left_pr_number": 47032,
           "right_pr_number": 47051,
           "similarity": 0.543,
-          "content_similarity": 0.523,
+          "content_similarity": 0.524,
           "size_similarity": 0.347,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.992,
@@ -6181,7 +6417,7 @@
         46890
       ],
       "representative_pr_number": 44940,
-      "average_similarity": 0.535,
+      "average_similarity": 0.527,
       "summary": "2 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",
@@ -6197,8 +6433,8 @@
         {
           "left_pr_number": 44940,
           "right_pr_number": 46890,
-          "similarity": 0.535,
-          "content_similarity": 0.479,
+          "similarity": 0.527,
+          "content_similarity": 0.468,
           "size_similarity": 0.473,
           "breadth_similarity": 0.833,
           "concentration_similarity": 0.906,
@@ -6341,7 +6577,7 @@
           "left_pr_number": 43532,
           "right_pr_number": 43649,
           "similarity": 0.496,
-          "content_similarity": 0.435,
+          "content_similarity": 0.434,
           "size_similarity": 0.395,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.893,
@@ -6503,35 +6739,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-46539-2",
-      "pr_numbers": [
-        46539,
-        47043
-      ],
-      "representative_pr_number": 46539,
-      "average_similarity": 0.475,
-      "summary": "2 open PRs share weighted file overlap around `conftest.py`; representative PR #46539.",
-      "shared_filenames": [
-        "conftest.py"
-      ],
-      "shared_directories": [],
-      "pairwise": [
-        {
-          "left_pr_number": 46539,
-          "right_pr_number": 47043,
-          "similarity": 0.475,
-          "content_similarity": 0.467,
-          "size_similarity": 0.689,
-          "breadth_similarity": 0.25,
-          "concentration_similarity": 0.393,
-          "shared_filenames": [
-            "conftest.py"
-          ],
-          "shared_directories": []
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-46404-2",
       "pr_numbers": [
@@ -6539,7 +6746,7 @@
         46556
       ],
       "representative_pr_number": 46404,
-      "average_similarity": 0.467,
+      "average_similarity": 0.468,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modular_deepseek_vl.py`, `src/transformers/models/emu3/processing_emu3.py`, `src/transformers/models/florence2/processing_florence2.py`; representative PR #46404.",
       "shared_filenames": [
         "src/transformers/models/deepseek_vl/modular_deepseek_vl.py",
@@ -6565,7 +6772,7 @@
         {
           "left_pr_number": 46404,
           "right_pr_number": 46556,
-          "similarity": 0.467,
+          "similarity": 0.468,
           "content_similarity": 0.477,
           "size_similarity": 0.298,
           "breadth_similarity": 0.46,
@@ -6597,6 +6804,35 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46539-2",
+      "pr_numbers": [
+        46539,
+        47043
+      ],
+      "representative_pr_number": 46539,
+      "average_similarity": 0.467,
+      "summary": "2 open PRs share weighted file overlap around `conftest.py`; representative PR #46539.",
+      "shared_filenames": [
+        "conftest.py"
+      ],
+      "shared_directories": [],
+      "pairwise": [
+        {
+          "left_pr_number": 46539,
+          "right_pr_number": 47043,
+          "similarity": 0.467,
+          "content_similarity": 0.455,
+          "size_similarity": 0.689,
+          "breadth_similarity": 0.25,
+          "concentration_similarity": 0.393,
+          "shared_filenames": [
+            "conftest.py"
+          ],
+          "shared_directories": []
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41855-2",
       "pr_numbers": [
@@ -6712,39 +6948,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-46224-2",
-      "pr_numbers": [
-        46224,
-        46990
-      ],
-      "representative_pr_number": 46224,
-      "average_similarity": 0.434,
-      "summary": "2 open PRs share weighted file overlap around `tests/test_fsdp_mixin.py`; representative PR #46224.",
-      "shared_filenames": [
-        "tests/test_fsdp_mixin.py"
-      ],
-      "shared_directories": [
-        "tests"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 46224,
-          "right_pr_number": 46990,
-          "similarity": 0.434,
-          "content_similarity": 0.551,
-          "size_similarity": 0.122,
-          "breadth_similarity": 0.047,
-          "concentration_similarity": 0.513,
-          "shared_filenames": [
-            "tests/test_fsdp_mixin.py"
-          ],
-          "shared_directories": [
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-41356-2",
       "pr_numbers": [
@@ -6811,7 +7014,7 @@
         46269
       ],
       "representative_pr_number": 46099,
-      "average_similarity": 0.415,
+      "average_similarity": 0.414,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/apertus/configuration_apertus.py`, `src/transformers/models/apertus/modular_apertus.py`, `src/transformers/models/arcee/modular_arcee.py`; representative PR #46099.",
       "shared_filenames": [
         "src/transformers/models/apertus/configuration_apertus.py",
@@ -6837,7 +7040,7 @@
         {
           "left_pr_number": 46099,
           "right_pr_number": 46269,
-          "similarity": 0.415,
+          "similarity": 0.414,
           "content_similarity": 0.491,
           "size_similarity": 0.013,
           "breadth_similarity": 0.284,
@@ -7060,7 +7263,7 @@
           "left_pr_number": 45513,
           "right_pr_number": 46148,
           "similarity": 0.389,
-          "content_similarity": 0.372,
+          "content_similarity": 0.373,
           "size_similarity": 0.229,
           "breadth_similarity": 0.536,
           "concentration_similarity": 0.812,
@@ -7140,7 +7343,7 @@
           "left_pr_number": 44642,
           "right_pr_number": 45552,
           "similarity": 0.364,
-          "content_similarity": 0.271,
+          "content_similarity": 0.27,
           "size_similarity": 0.167,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -7162,7 +7365,7 @@
         46792
       ],
       "representative_pr_number": 45975,
-      "average_similarity": 0.354,
+      "average_similarity": 0.355,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45975.",
       "shared_filenames": [
         "src/transformers/cli/serving/model_manager.py",
@@ -7178,8 +7381,8 @@
         {
           "left_pr_number": 45975,
           "right_pr_number": 46792,
-          "similarity": 0.354,
-          "content_similarity": 0.258,
+          "similarity": 0.355,
+          "content_similarity": 0.259,
           "size_similarity": 0.444,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.647,
@@ -7216,7 +7419,7 @@
           "left_pr_number": 46319,
           "right_pr_number": 46889,
           "similarity": 0.353,
-          "content_similarity": 0.082,
+          "content_similarity": 0.081,
           "size_similarity": 0.974,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -7229,6 +7432,41 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46004-2",
+      "pr_numbers": [
+        46004,
+        46771
+      ],
+      "representative_pr_number": 46004,
+      "average_similarity": 0.349,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/image_processing_backends.py`; representative PR #46004.",
+      "shared_filenames": [
+        "src/transformers/image_processing_backends.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46004,
+          "right_pr_number": 46771,
+          "similarity": 0.349,
+          "content_similarity": 0.409,
+          "size_similarity": 0.039,
+          "breadth_similarity": 0.292,
+          "concentration_similarity": 0.549,
+          "shared_filenames": [
+            "src/transformers/image_processing_backends.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45851-2",
       "pr_numbers": [
@@ -7261,41 +7499,6 @@
           ]
         }
       ]
-    },
-    {
-      "cluster_id": "pr-scope-46004-2",
-      "pr_numbers": [
-        46004,
-        46771
-      ],
-      "representative_pr_number": 46004,
-      "average_similarity": 0.347,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/image_processing_backends.py`; representative PR #46004.",
-      "shared_filenames": [
-        "src/transformers/image_processing_backends.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 46004,
-          "right_pr_number": 46771,
-          "similarity": 0.347,
-          "content_similarity": 0.406,
-          "size_similarity": 0.039,
-          "breadth_similarity": 0.292,
-          "concentration_similarity": 0.549,
-          "shared_filenames": [
-            "src/transformers/image_processing_backends.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
     }
   ]
 }

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:433e4651398c0a76f3857c2465f2e33750a6f23b241f44904ab6cf7b51fe9cbf
-size 2347540
+oid sha256:aa20abd7d6d514107755b3201f82714ecae0b573806aad3cf02c7b1f080b8bb4
+size 2352843

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4ae6f10bbd1cf55fb5fe53e4cb7fc0573dbaf8864a98dce0834726cb4f7a29fd
-size 73696791
+oid sha256:832dd9807c21a97764642bf2829bef79761b9abff59046e4ba1cf35a4170b2fa
+size 73766681

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5ce3ec723a52fa71b2177da99f4adf157af63b22fb67ee597731d44709c703fd
-size 55526198
+oid sha256:8931e547fb404539762f898a0a6a46050ad43a17f0b0449d1d3a93fd7452b38e
+size 55545255

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e45c39960b62235801bee0fa1c1d825643b38ebaef564f2a52a3d89eebae2d46
-size 2836466
+oid sha256:aaa0e39b9265b3059a163bb079a2457031786e0b484bbbf3f288e0d6cb7b8186
+size 2847216

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6d84aaf552d3694c21a7ae1e209828a1ed0ce653724c121d1e989866f396c473
-size 3341798
+oid sha256:669fae7ded0c9f8b61e6752da2a2523b48774e1075936357cb6716b9b02b0470
+size 3354174

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:da2076d87515ca3942bbb2d9c7d8b2772be44c15120d85803ca4af450f17a1c8
-size 1045638
+oid sha256:aa32f34f9339c4f8a2d0e96e50912ee0ab42ad4fae83b55965fab8faae4d65b9
+size 1048218

snapshots/20260706T120021Z/manifest.json

@@ -0,0 +1,41 @@
+{
+  "artifacts": {
+    "archived_pr_scope_clusters_json": "snapshots/20260706T120021Z/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": 16414,
+    "issues": 962,
+    "links": 5895,
+    "new_contributors": 349,
+    "pr_diffs": 3209,
+    "pr_files": 39212,
+    "pull_requests": 3209,
+    "review_comments": 19682,
+    "reviews": 11393,
+    "timeline_events": 62865
+  },
+  "crawl_started_at": "2026-07-06T12:00:21Z",
+  "delta_counts": {
+    "comments": 44,
+    "issue_stubs": 35,
+    "issues": 7,
+    "links": 39,
+    "pr_diffs": 28,
+    "pr_files": 315,
+    "pull_requests": 28,
+    "review_comments": 326,
+    "reviews": 123,
+    "timeline_events": 985
+  },
+  "extracted_at": "2026-07-06T12:00:21Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260706T120021Z",
+  "watermark": {
+    "effective_since": "2026-07-06T06:00:36Z",
+    "next_since": "2026-07-06T12:00:21Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260706T060036Z/manifest.json",
-  "latest_snapshot_id": "20260706T060036Z",
+  "archived_manifest_path": "snapshots/20260706T120021Z/manifest.json",
+  "latest_snapshot_id": "20260706T120021Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-07-06T06:00:36Z",
+  "next_since": "2026-07-06T12:00:21Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260706T060036Z"
+  "snapshot_dir": "snapshots/20260706T120021Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-07-06T00:08:24Z",
-  "last_successful_snapshot_id": "20260706T060036Z",
-  "next_since": "2026-07-06T06:00:36Z",
+  "effective_since": "2026-07-06T06:00:36Z",
+  "last_successful_snapshot_id": "20260706T120021Z",
+  "next_since": "2026-07-06T12:00:21Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-07-06T06:00:36Z"
+  "updated_at": "2026-07-06T12:00:21Z"
 }