Refresh transformers dataset snapshot 20260531T000035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260530T180032Z`
+- latest snapshot: `20260531T000035Z`
 - 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 sha256:8d7e313b85e1aba2d72d67aacc15830bbaf9bf74a6bcf81ab87514518eebff6e
-size 2636220
+oid sha256:c1035934c6c924e4b73a7997651d825b96d7da27bb64783fa6621feda0d249dc
+size 2636559

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:134f102946bccd9aadd3517357ea06a544a64417829f329f2bd9c4d81295b0b0
-size 806035
+oid sha256:9c2715e42edb41430015a0c45b09bc46ae64aa1ae8726cc03facb5299189157c
+size 808423

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7405bbb6afc4e37644d38506e4f79ec6059aa0eef8e1e1861da4253301d4ad70
-size 49891
+oid sha256:acf950f7c4fceec95b193ee12096fe88da8c4652609ca3d47724989a74bbe77a
+size 49896

manifest.json

@@ -1,41 +1,41 @@
 {
   "artifacts": {
-    "archived_pr_scope_clusters_json": "snapshots/20260530T180032Z/pr-scope-clusters.json",
+    "archived_pr_scope_clusters_json": "snapshots/20260531T000035Z/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": 12138,
+    "comments": 12142,
     "issues": 798,
     "links": 4117,
     "new_contributors": 342,
-    "pr_diffs": 2519,
-    "pr_files": 34912,
-    "pull_requests": 2519,
+    "pr_diffs": 2521,
+    "pr_files": 34915,
+    "pull_requests": 2521,
     "review_comments": 15701,
     "reviews": 9109,
-    "timeline_events": 50249
+    "timeline_events": 50262
   },
-  "crawl_started_at": "2026-05-30T18:00:32Z",
+  "crawl_started_at": "2026-05-31T00:00:35Z",
   "delta_counts": {
-    "comments": 9,
-    "issue_stubs": 9,
-    "issues": 3,
-    "links": 7,
+    "comments": 5,
+    "issue_stubs": 6,
+    "issues": 0,
+    "links": 8,
     "pr_diffs": 6,
-    "pr_files": 67,
+    "pr_files": 50,
     "pull_requests": 6,
-    "review_comments": 380,
-    "reviews": 130,
-    "timeline_events": 400
+    "review_comments": 373,
+    "reviews": 123,
+    "timeline_events": 347
   },
-  "extracted_at": "2026-05-30T18:00:32Z",
+  "extracted_at": "2026-05-31T00:00:35Z",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260530T180032Z",
+  "snapshot_id": "20260531T000035Z",
   "watermark": {
-    "effective_since": "2026-05-30T12:00:27Z",
-    "next_since": "2026-05-30T18:00:32Z"
+    "effective_since": "2026-05-30T18:00:32Z",
+    "next_since": "2026-05-31T00:00:35Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260530T180032Z",
-  "generated_at": "2026-05-30T18:01:07Z",
+  "snapshot_id": "20260531T000035Z",
+  "generated_at": "2026-05-31T00:01:09Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
     "selected_contributors": 342,
-    "first_seen_in_snapshot": 0,
+    "first_seen_in_snapshot": 1,
     "known_via_prior_merged_pr": 153,
     "previous_primary_author_count": 1250,
-    "selected_seen_in_previous_primary": 342,
-    "previous_report_contributor_count": 345,
-    "selected_overlap_previous_report": 342,
-    "selected_overlap_previous_report_rate": 1.0,
-    "reused_previous_report_entries": 338,
+    "selected_seen_in_previous_primary": 341,
+    "previous_report_contributor_count": 342,
+    "selected_overlap_previous_report": 341,
+    "selected_overlap_previous_report_rate": 0.9971,
+    "reused_previous_report_entries": 337,
     "reused_known_merged_contributors": 150,
-    "live_fetches": 4,
+    "live_fetches": 5,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 0.583,
-    "enrichment_avg_seconds_per_author": 0.002,
+    "enrichment_elapsed_seconds": 2.721,
+    "enrichment_avg_seconds_per_author": 0.008,
     "enrichment_failures": 4
   },
   "contributors": [
@@ -2415,85 +2415,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "michaelbenayoun",
-      "name": "Michael Benayoun",
-      "profile_url": "https://github.com/michaelbenayoun",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun",
-      "repo_first_seen_at": "2024-10-24T15:39:49Z",
-      "repo_last_seen_at": "2026-05-28T09:25:07Z",
-      "repo_primary_artifact_count": 15,
-      "repo_artifact_count": 39,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 15,
-      "snapshot_comment_count": 5,
-      "snapshot_review_count": 9,
-      "snapshot_review_comment_count": 10,
-      "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": 3365,
-      "young_account": false,
-      "follow_through_score": "strong",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "low",
-      "heuristic_note": "targets high-star repos",
-      "public_orgs": [
-        "huggingface"
-      ],
-      "activity": {
-        "visible_authored_pr_count": 21,
-        "merged_pr_count": 18,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 3,
-        "merged_pr_rate": 0.8571,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 0.1429,
-        "distinct_repos_with_authored_prs": 4,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45666,
-            "title": "Extended n-to-1 kernel fusion via `KernelConfig` ",
-            "url": "https://github.com/huggingface/transformers/pull/45666",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-27T21:37:20Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45363,
-            "title": "n-to-1 kernel fusion via `KernelConfig`",
-            "url": "https://github.com/huggingface/transformers/pull/45363",
-            "state": "open",
-            "merged": false,
-            "draft": true,
-            "created_at": "2026-04-10T18:53:22Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45155,
-            "title": "Load adapter with TP",
-            "url": "https://github.com/huggingface/transformers/pull/45155",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-03-31T22:23:06Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "AI-Safeter",
       "name": null,
@@ -2571,6 +2492,94 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "LinZiyuu",
+      "name": "Ziyu Lin",
+      "profile_url": "https://github.com/LinZiyuu",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALinZiyuu",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALinZiyuu",
+      "repo_first_seen_at": "2026-05-13T14:52:41Z",
+      "repo_last_seen_at": "2026-05-30T22:46:41Z",
+      "repo_primary_artifact_count": 10,
+      "repo_artifact_count": 18,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 9,
+      "snapshot_comment_count": 8,
+      "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": 1483,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 9,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 7,
+        "merged_pr_rate": 0.1111,
+        "closed_unmerged_pr_rate": 0.1111,
+        "still_open_pr_rate": 0.7778,
+        "distinct_repos_with_authored_prs": 9,
+        "distinct_repos_with_open_prs": 7
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46303,
+            "title": "Fix arbitrary code execution via compressed-tensors sparsity format",
+            "url": "https://github.com/huggingface/transformers/pull/46303",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-30T22:46:41Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 46282,
+            "title": "Fix path traversal via the font config field in Ernie 4.5 VL MoE video processor",
+            "url": "https://github.com/huggingface/transformers/pull/46282",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-29T08:11:32Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 46281,
+            "title": "Fix path traversal in sharded-checkpoint loader via the index weight_map",
+            "url": "https://github.com/huggingface/transformers/pull/46281",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-29T08:04:16Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 45998,
+            "title": "Security Vulnerability",
+            "url": "https://github.com/huggingface/transformers/issues/45998",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-05-16T06:10:49Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "AmineDiro",
       "name": "AmineDiro",
@@ -2825,94 +2834,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "LinZiyuu",
-      "name": "Ziyu Lin",
-      "profile_url": "https://github.com/LinZiyuu",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALinZiyuu",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALinZiyuu",
-      "repo_first_seen_at": "2026-05-13T14:52:41Z",
-      "repo_last_seen_at": "2026-05-29T08:11:32Z",
-      "repo_primary_artifact_count": 9,
-      "repo_artifact_count": 17,
-      "snapshot_issue_count": 1,
-      "snapshot_pr_count": 8,
-      "snapshot_comment_count": 8,
-      "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": 1483,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 9,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 7,
-        "merged_pr_rate": 0.1111,
-        "closed_unmerged_pr_rate": 0.1111,
-        "still_open_pr_rate": 0.7778,
-        "distinct_repos_with_authored_prs": 9,
-        "distinct_repos_with_open_prs": 7
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 46282,
-            "title": "Fix path traversal via the font config field in Ernie 4.5 VL MoE video processor",
-            "url": "https://github.com/huggingface/transformers/pull/46282",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-29T08:11:32Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 46281,
-            "title": "Fix path traversal in sharded-checkpoint loader via the index weight_map",
-            "url": "https://github.com/huggingface/transformers/pull/46281",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-29T08:04:16Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 46279,
-            "title": "Fix path traversal via vocab-file arguments in tokenizer_config.json",
-            "url": "https://github.com/huggingface/transformers/pull/46279",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-29T07:25:37Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 45998,
-            "title": "Security Vulnerability",
-            "url": "https://github.com/huggingface/transformers/issues/45998",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-05-16T06:10:49Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "jashshah999",
       "name": "Jash Shah",
@@ -5009,6 +4930,85 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "michaelbenayoun",
+      "name": "Michael Benayoun",
+      "profile_url": "https://github.com/michaelbenayoun",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun",
+      "repo_first_seen_at": "2024-10-24T15:39:49Z",
+      "repo_last_seen_at": "2026-05-28T09:25:07Z",
+      "repo_primary_artifact_count": 15,
+      "repo_artifact_count": 39,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 15,
+      "snapshot_comment_count": 5,
+      "snapshot_review_count": 9,
+      "snapshot_review_comment_count": 10,
+      "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": 3365,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "targets high-star repos",
+      "public_orgs": [
+        "huggingface"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 21,
+        "merged_pr_count": 18,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 3,
+        "merged_pr_rate": 0.8571,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 0.1429,
+        "distinct_repos_with_authored_prs": 4,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45666,
+            "title": "Extended n-to-1 kernel fusion via `KernelConfig` ",
+            "url": "https://github.com/huggingface/transformers/pull/45666",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-27T21:37:20Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45363,
+            "title": "n-to-1 kernel fusion via `KernelConfig`",
+            "url": "https://github.com/huggingface/transformers/pull/45363",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-04-10T18:53:22Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45155,
+            "title": "Load adapter with TP",
+            "url": "https://github.com/huggingface/transformers/pull/45155",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-31T22:23:06Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "albertvillanova",
       "name": "Albert Villanova del Moral",
@@ -11068,73 +11068,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "FaizanImran-blip",
-      "name": "Faizan imran",
-      "profile_url": "https://github.com/FaizanImran-blip",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AFaizanImran-blip",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AFaizanImran-blip",
-      "repo_first_seen_at": "2026-03-30T19:10:48Z",
-      "repo_last_seen_at": "2026-04-06T20:48:30Z",
-      "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 5,
-      "snapshot_issue_count": 0,
-      "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": 393,
-      "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": 4,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.25,
-        "closed_unmerged_pr_rate": 0.25,
-        "still_open_pr_rate": 0.5,
-        "distinct_repos_with_authored_prs": 3,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45154,
-            "title": "Pretrained-config bug(45072/huggingfacebug)",
-            "url": "https://github.com/huggingface/transformers/pull/45154",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-03-31T20:28:32Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45128,
-            "title": "Fix: handle future annotations in _process_kwargs_parameters",
-            "url": "https://github.com/huggingface/transformers/pull/45128",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-03-30T19:10:48Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "jackcook",
       "name": "Jack Cook",
@@ -22416,6 +22349,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "Vanshajrawat",
+      "name": "Vanshaj Rawat",
+      "profile_url": "https://github.com/Vanshajrawat",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AVanshajrawat",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AVanshajrawat",
+      "repo_first_seen_at": "2026-05-30T19:38:14Z",
+      "repo_last_seen_at": "2026-05-30T19:38:14Z",
+      "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": 1600,
+      "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": 46302,
+            "title": "docs: add docstrings to create_sinusoidal_embeddings in DistilBERT",
+            "url": "https://github.com/huggingface/transformers/pull/46302",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-30T19:38:14Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "w601sxs",
       "name": "Shreyas Subramanian",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260530T180032Z`
-- Generated: `2026-05-30T18:01:07Z`
+- Snapshot: `20260531T000035Z`
+- Generated: `2026-05-31T00:01:09Z`
 - Activity window: `60d`
 - Contributors: `342`
 
@@ -35,12 +35,11 @@
 | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 17 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1497d | `2025-12-24T11:54:53Z` | 17 | 0 | mixed | moderate | low | — |
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 16 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
-| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
 | `AI-Safeter` | [profile](https://github.com/AI-Safeter) | no | NONE | 0d | `2026-05-19T04:38:35Z` | 14 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `LinZiyuu` | [profile](https://github.com/LinZiyuu) | no | CONTRIBUTOR | 1483d | `2026-05-13T14:52:41Z` | 9 | 1 | weak | moderate | low | high open PR share |
 | `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5708d | `2024-10-17T15:17:05Z` | 9 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2626d | `2025-12-10T12:31:18Z` | 8 | 2 | strong | moderate | low | targets high-star repos |
-| `LinZiyuu` | [profile](https://github.com/LinZiyuu) | no | CONTRIBUTOR | 1483d | `2026-05-13T14:52:41Z` | 8 | 1 | weak | moderate | low | high open PR share |
 | `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2570d | `2026-02-25T22:23:20Z` | 8 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
 | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
@@ -67,6 +66,7 @@
 | `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 |
 | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 3 | 0 | mixed | low | low | — |
 | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
 | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 6 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2021-08-30T15:40:15Z` | 6 | 2 | mixed | low | low | targets high-star repos |
 | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -148,7 +148,6 @@
 | `ionut-anghelina` | [profile](https://github.com/ionut-anghelina) | no | FIRST_TIME_CONTRIBUTOR | 556d | `2026-03-30T08:23:07Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `FaizanImran-blip` | [profile](https://github.com/FaizanImran-blip) | no | FIRST_TIME_CONTRIBUTOR | 393d | `2026-03-30T19:10:48Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5838d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -338,6 +337,7 @@
 | `trducng` | [profile](https://github.com/trducng) | no | FIRST_TIME_CONTRIBUTOR | 3050d | `2026-05-18T04:44:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `TuringTux` | [profile](https://github.com/TuringTux) | no | CONTRIBUTOR | 2477d | `2026-05-06T16:55:33Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `vai-minzhou` | [profile](https://github.com/vai-minzhou) | no | CONTRIBUTOR | 723d | `2026-04-23T01:47:23Z` | 1 | 0 | mixed | low | low | high open PR share |
+| `Vanshajrawat` | [profile](https://github.com/Vanshajrawat) | yes | FIRST_TIME_CONTRIBUTOR | 1600d | `2026-05-30T19:38:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `w601sxs` | [profile](https://github.com/w601sxs) | no | FIRST_TIME_CONTRIBUTOR | 4837d | `2026-04-01T15:02:15Z` | 1 | 0 | mixed | low | low | — |
 | `xodn348` | [profile](https://github.com/xodn348) | no | NONE | 2352d | `2026-05-01T07:27:40Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `xu-song` | [profile](https://github.com/xu-song) | no | CONTRIBUTOR | 3895d | `2026-04-01T14:50:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -987,29 +987,6 @@ Example artifacts:
 - [PR #45513: [Qwen3.5] Fix GDN linear attention multi-token cached forward](https://github.com/huggingface/transformers/pull/45513) — open
 - [PR #45490: Add ctsm model](https://github.com/huggingface/transformers/pull/45490) — open
 
-### `michaelbenayoun`
-
-- profile: [github.com/michaelbenayoun](https://github.com/michaelbenayoun)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun)
-- repo first seen: `2024-10-24T15:39:49Z`
-- repo last seen: `2026-05-28T09:25:07Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **15**
-- snapshot authored PRs/issues: **15 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 9 reviews / 10 review comments**
-- account age: **3365 days**
-- recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #45666: Extended n-to-1 kernel fusion via `KernelConfig` ](https://github.com/huggingface/transformers/pull/45666) — open
-- [PR #45363: n-to-1 kernel fusion via `KernelConfig`](https://github.com/huggingface/transformers/pull/45363) — open, draft
-- [PR #45155: Load adapter with TP](https://github.com/huggingface/transformers/pull/45155) — closed, merged
-
 ### `AI-Safeter`
 
 - profile: [github.com/AI-Safeter](https://github.com/AI-Safeter)
@@ -1033,6 +1010,30 @@ Example artifacts:
 - [PR #46063: Fix typo in Qwen2.5-Omni docs example (cant -> can)](https://github.com/huggingface/transformers/pull/46063) — closed
 - [PR #46062: Fix article in ViTPose docs (a object detector -> an object detector)](https://github.com/huggingface/transformers/pull/46062) — closed
 
+### `LinZiyuu`
+
+- profile: [github.com/LinZiyuu](https://github.com/LinZiyuu)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALinZiyuu)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALinZiyuu)
+- repo first seen: `2026-05-13T14:52:41Z`
+- repo last seen: `2026-05-30T22:46:41Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **10**
+- snapshot authored PRs/issues: **9 PRs / 1 issues**
+- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
+- account age: **1483 days**
+- recent public PR activity: **9 PRs** (1 merged / 1 closed-unmerged / 7 open; merged rate **11%**, closed-unmerged rate **11%**, open rate **78%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #46303: Fix arbitrary code execution via compressed-tensors sparsity format](https://github.com/huggingface/transformers/pull/46303) — open
+- [PR #46282: Fix path traversal via the font config field in Ernie 4.5 VL MoE video processor](https://github.com/huggingface/transformers/pull/46282) — closed
+- [PR #46281: Fix path traversal in sharded-checkpoint loader via the index weight_map](https://github.com/huggingface/transformers/pull/46281) — closed
+- [Issue #45998: Security Vulnerability](https://github.com/huggingface/transformers/issues/45998) — closed
+
 ### `AmineDiro`
 
 - profile: [github.com/AmineDiro](https://github.com/AmineDiro)
@@ -1104,30 +1105,6 @@ Example artifacts:
 - [Issue #45440: Native `DeepseekV3MoE` diverges from the remote DeepSeekV3 implementation](https://github.com/huggingface/transformers/issues/45440) — closed
 - [Issue #45141: [refactor] gpt-oss `eager_attention_forward` for modularity (Ex: models with dual eager attn: sink/no sink)](https://github.com/huggingface/transformers/issues/45141) — closed
 
-### `LinZiyuu`
-
-- profile: [github.com/LinZiyuu](https://github.com/LinZiyuu)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALinZiyuu)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALinZiyuu)
-- repo first seen: `2026-05-13T14:52:41Z`
-- repo last seen: `2026-05-29T08:11:32Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **9**
-- snapshot authored PRs/issues: **8 PRs / 1 issues**
-- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
-- account age: **1483 days**
-- recent public PR activity: **9 PRs** (1 merged / 1 closed-unmerged / 7 open; merged rate **11%**, closed-unmerged rate **11%**, open rate **78%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #46282: Fix path traversal via the font config field in Ernie 4.5 VL MoE video processor](https://github.com/huggingface/transformers/pull/46282) — closed
-- [PR #46281: Fix path traversal in sharded-checkpoint loader via the index weight_map](https://github.com/huggingface/transformers/pull/46281) — closed
-- [PR #46279: Fix path traversal via vocab-file arguments in tokenizer_config.json](https://github.com/huggingface/transformers/pull/46279) — closed
-- [Issue #45998: Security Vulnerability](https://github.com/huggingface/transformers/issues/45998) — closed
-
 ### `jashshah999`
 
 - profile: [github.com/jashshah999](https://github.com/jashshah999)
@@ -1733,6 +1710,29 @@ Example artifacts:
 - [PR #45787: fix: ModuleNotFoundError caused by distributed race condition in ci/cd test](https://github.com/huggingface/transformers/pull/45787) — closed
 - [PR #45687: fix: Added Mps support in float fallback backends list ](https://github.com/huggingface/transformers/pull/45687) — closed, merged
 
+### `michaelbenayoun`
+
+- profile: [github.com/michaelbenayoun](https://github.com/michaelbenayoun)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun)
+- repo first seen: `2024-10-24T15:39:49Z`
+- repo last seen: `2026-05-28T09:25:07Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **15**
+- snapshot authored PRs/issues: **15 PRs / 0 issues**
+- snapshot discussion activity: **5 comments / 9 reviews / 10 review comments**
+- account age: **3365 days**
+- recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #45666: Extended n-to-1 kernel fusion via `KernelConfig` ](https://github.com/huggingface/transformers/pull/45666) — open
+- [PR #45363: n-to-1 kernel fusion via `KernelConfig`](https://github.com/huggingface/transformers/pull/45363) — open, draft
+- [PR #45155: Load adapter with TP](https://github.com/huggingface/transformers/pull/45155) — closed, merged
+
 ### `albertvillanova`
 
 - profile: [github.com/albertvillanova](https://github.com/albertvillanova)
@@ -3574,28 +3574,6 @@ Example artifacts:
 - [PR #45273: fix: liger unnecessarily materializes logits in VRAM during eval, causing OOM](https://github.com/huggingface/transformers/pull/45273) — open
 - [PR #44189: fix: don't move model to device under other dist train backends](https://github.com/huggingface/transformers/pull/44189) — open
 
-### `FaizanImran-blip`
-
-- profile: [github.com/FaizanImran-blip](https://github.com/FaizanImran-blip)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AFaizanImran-blip)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AFaizanImran-blip)
-- repo first seen: `2026-03-30T19:10:48Z`
-- repo last seen: `2026-04-06T20:48:30Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **393 days**
-- recent public PR activity: **4 PRs** (1 merged / 1 closed-unmerged / 2 open; merged rate **25%**, closed-unmerged rate **25%**, open rate **50%**)
-- 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 #45154: Pretrained-config bug(45072/huggingfacebug)](https://github.com/huggingface/transformers/pull/45154) — closed
-- [PR #45128: Fix: handle future annotations in _process_kwargs_parameters](https://github.com/huggingface/transformers/pull/45128) — open
-
 ### `jackcook`
 
 - profile: [github.com/jackcook](https://github.com/jackcook)
@@ -7610,6 +7588,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45591: [nemotron_h] respect _no_reinit flag on dt_bias and out_proj.weight](https://github.com/huggingface/transformers/pull/45591) — closed, merged
 
+### `Vanshajrawat`
+
+- profile: [github.com/Vanshajrawat](https://github.com/Vanshajrawat)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AVanshajrawat)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AVanshajrawat)
+- repo first seen: `2026-05-30T19:38:14Z`
+- repo last seen: `2026-05-30T19:38:14Z`
+- 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: **1600 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 #46302: docs: add docstrings to create_sinusoidal_embeddings in DistilBERT](https://github.com/huggingface/transformers/pull/46302) — open
+
 ### `w601sxs`
 
 - profile: [github.com/w601sxs](https://github.com/w601sxs)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8282533c852a4f5c8afb5891fcbe7cbbf8ec49b46f01f5bc1edca498ba6510e0
-size 61288
+oid sha256:2637801e08306774860340b8eccdde7d5e9d425c92f178f7fc94ca67b07bc498
+size 61471

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260530T180032Z",
-  "generated_at": "2026-05-30T18:01:05Z",
-  "cluster_count": 55,
+  "snapshot_id": "20260531T000035Z",
+  "generated_at": "2026-05-31T00:01:05Z",
+  "cluster_count": 56,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -145,7 +145,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 44660,
           "similarity": 0.465,
-          "content_similarity": 0.398,
+          "content_similarity": 0.399,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -238,11 +238,11 @@
           ]
         },
         {
-          "left_pr_number": 44189,
-          "right_pr_number": 45055,
-          "similarity": 0.441,
-          "content_similarity": 0.255,
-          "size_similarity": 0.75,
+          "left_pr_number": 44660,
+          "right_pr_number": 45067,
+          "similarity": 0.442,
+          "content_similarity": 0.365,
+          "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -254,11 +254,11 @@
           ]
         },
         {
-          "left_pr_number": 44660,
-          "right_pr_number": 45067,
+          "left_pr_number": 44189,
+          "right_pr_number": 45055,
           "similarity": 0.441,
-          "content_similarity": 0.365,
-          "size_similarity": 0.24,
+          "content_similarity": 0.255,
+          "size_similarity": 0.75,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -272,7 +272,7 @@
         {
           "left_pr_number": 44189,
           "right_pr_number": 44257,
-          "similarity": 0.433,
+          "similarity": 0.434,
           "content_similarity": 0.262,
           "size_similarity": 0.667,
           "breadth_similarity": 1.0,
@@ -609,7 +609,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 45055,
           "similarity": 0.364,
-          "content_similarity": 0.269,
+          "content_similarity": 0.27,
           "size_similarity": 0.167,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -689,7 +689,7 @@
           "left_pr_number": 44257,
           "right_pr_number": 45273,
           "similarity": 0.341,
-          "content_similarity": 0.201,
+          "content_similarity": 0.202,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -799,7 +799,7 @@
           "left_pr_number": 45627,
           "right_pr_number": 46161,
           "similarity": 0.675,
-          "content_similarity": 0.591,
+          "content_similarity": 0.592,
           "size_similarity": 0.747,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.985,
@@ -1111,7 +1111,7 @@
           "left_pr_number": 45606,
           "right_pr_number": 46277,
           "similarity": 0.567,
-          "content_similarity": 0.531,
+          "content_similarity": 0.532,
           "size_similarity": 0.327,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.913,
@@ -1134,7 +1134,7 @@
           "left_pr_number": 45294,
           "right_pr_number": 45883,
           "similarity": 0.544,
-          "content_similarity": 0.465,
+          "content_similarity": 0.466,
           "size_similarity": 0.933,
           "breadth_similarity": 0.325,
           "concentration_similarity": 0.908,
@@ -1329,7 +1329,7 @@
           "left_pr_number": 44070,
           "right_pr_number": 45296,
           "similarity": 0.877,
-          "content_similarity": 0.893,
+          "content_similarity": 0.892,
           "size_similarity": 0.702,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.932,
@@ -1416,8 +1416,8 @@
         {
           "left_pr_number": 45296,
           "right_pr_number": 45668,
-          "similarity": 0.657,
-          "content_similarity": 0.632,
+          "similarity": 0.656,
+          "content_similarity": 0.631,
           "size_similarity": 0.445,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.956,
@@ -1439,7 +1439,7 @@
           "left_pr_number": 44070,
           "right_pr_number": 45668,
           "similarity": 0.637,
-          "content_similarity": 0.631,
+          "content_similarity": 0.63,
           "size_similarity": 0.312,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.976,
@@ -1560,7 +1560,7 @@
         {
           "left_pr_number": 45077,
           "right_pr_number": 46264,
-          "similarity": 0.54,
+          "similarity": 0.541,
           "content_similarity": 0.499,
           "size_similarity": 0.423,
           "breadth_similarity": 0.775,
@@ -1920,7 +1920,7 @@
           "left_pr_number": 39683,
           "right_pr_number": 45985,
           "similarity": 0.604,
-          "content_similarity": 0.509,
+          "content_similarity": 0.51,
           "size_similarity": 0.652,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1936,7 +1936,7 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 39683,
-          "similarity": 0.533,
+          "similarity": 0.534,
           "content_similarity": 0.445,
           "size_similarity": 0.478,
           "breadth_similarity": 1.0,
@@ -1988,7 +1988,7 @@
           "left_pr_number": 39683,
           "right_pr_number": 44872,
           "similarity": 0.425,
-          "content_similarity": 0.365,
+          "content_similarity": 0.366,
           "size_similarity": 0.13,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2143,7 +2143,7 @@
         {
           "left_pr_number": 44615,
           "right_pr_number": 46152,
-          "similarity": 0.613,
+          "similarity": 0.612,
           "content_similarity": 0.536,
           "size_similarity": 0.583,
           "breadth_similarity": 1.0,
@@ -2178,7 +2178,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 44615,
           "similarity": 0.402,
-          "content_similarity": 0.329,
+          "content_similarity": 0.328,
           "size_similarity": 0.371,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2211,8 +2211,8 @@
         {
           "left_pr_number": 44615,
           "right_pr_number": 45060,
-          "similarity": 0.309,
-          "content_similarity": 0.232,
+          "similarity": 0.308,
+          "content_similarity": 0.231,
           "size_similarity": 0.614,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.421,
@@ -2229,7 +2229,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 45060,
           "similarity": 0.24,
-          "content_similarity": 0.169,
+          "content_similarity": 0.168,
           "size_similarity": 0.228,
           "breadth_similarity": 0.667,
           "concentration_similarity": 0.421,
@@ -2609,7 +2609,7 @@
           "left_pr_number": 46114,
           "right_pr_number": 46207,
           "similarity": 0.426,
-          "content_similarity": 0.409,
+          "content_similarity": 0.41,
           "size_similarity": 0.458,
           "breadth_similarity": 0.31,
           "concentration_similarity": 0.798,
@@ -2833,7 +2833,7 @@
         {
           "left_pr_number": 45709,
           "right_pr_number": 45742,
-          "similarity": 0.499,
+          "similarity": 0.5,
           "content_similarity": 0.376,
           "size_similarity": 0.782,
           "breadth_similarity": 0.833,
@@ -3020,7 +3020,7 @@
           "left_pr_number": 33686,
           "right_pr_number": 44550,
           "similarity": 0.391,
-          "content_similarity": 0.129,
+          "content_similarity": 0.13,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3589,7 +3589,7 @@
           "left_pr_number": 44794,
           "right_pr_number": 45977,
           "similarity": 0.726,
-          "content_similarity": 0.739,
+          "content_similarity": 0.74,
           "size_similarity": 0.608,
           "breadth_similarity": 0.757,
           "concentration_similarity": 0.83,
@@ -3655,6 +3655,45 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45267-2",
+      "pr_numbers": [
+        45267,
+        46302
+      ],
+      "representative_pr_number": 45267,
+      "average_similarity": 0.718,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/distilbert/modeling_distilbert.py`; representative PR #45267.",
+      "shared_filenames": [
+        "src/transformers/models/distilbert/modeling_distilbert.py"
+      ],
+      "shared_directories": [
+        "src/transformers/models/distilbert",
+        "src/transformers/models",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45267,
+          "right_pr_number": 46302,
+          "similarity": 0.718,
+          "content_similarity": 0.762,
+          "size_similarity": 0.231,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/models/distilbert/modeling_distilbert.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/distilbert",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43747-2",
       "pr_numbers": [
@@ -3662,7 +3701,7 @@
         45480
       ],
       "representative_pr_number": 43747,
-      "average_similarity": 0.682,
+      "average_similarity": 0.678,
       "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
       "shared_filenames": [
         "tests/quantization/compressed_tensors_integration/test_compressed_models.py"
@@ -3676,8 +3715,8 @@
         {
           "left_pr_number": 43747,
           "right_pr_number": 45480,
-          "similarity": 0.682,
-          "content_similarity": 0.635,
+          "similarity": 0.678,
+          "content_similarity": 0.629,
           "size_similarity": 0.664,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.751,
@@ -4075,7 +4114,7 @@
           "left_pr_number": 45056,
           "right_pr_number": 45128,
           "similarity": 0.503,
-          "content_similarity": 0.399,
+          "content_similarity": 0.398,
           "size_similarity": 0.669,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.724,
@@ -4271,7 +4310,7 @@
           "left_pr_number": 46113,
           "right_pr_number": 46126,
           "similarity": 0.47,
-          "content_similarity": 0.522,
+          "content_similarity": 0.521,
           "size_similarity": 0.302,
           "breadth_similarity": 0.292,
           "concentration_similarity": 0.603,
@@ -4669,7 +4708,7 @@
         45552
       ],
       "representative_pr_number": 44642,
-      "average_similarity": 0.359,
+      "average_similarity": 0.358,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
       "shared_filenames": [
         "src/transformers/utils/auto_docstring.py"
@@ -4683,7 +4722,7 @@
         {
           "left_pr_number": 44642,
           "right_pr_number": 45552,
-          "similarity": 0.359,
+          "similarity": 0.358,
           "content_similarity": 0.262,
           "size_similarity": 0.167,
           "breadth_similarity": 1.0,

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:84ef940356c5aea075c65c16ebc019631b04db51fd871beae29aef0985f7869d
-size 1768862
+oid sha256:a4a7cc8dbb681e88035aee3fdef232440368b3532835b75f0f1ef7a26a9c5182
+size 1769218

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e6012c67a8cae1b602bec8e6a7f5226fcb45fba7831f58670f644523de110c19
-size 60756025
+oid sha256:1232c365edc23eb52bd75b2f0645848918116b2f8c2a2012f1a7af0be03de274
+size 60758758

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:33079c5957a194eb59eeb3f7f85f37873f6efbdf2e36ca237e294daf64349f59
-size 50254296
+oid sha256:24ba2ac3e3f2466929cc95127c0464f36c6054d0bb5c6f6b1fb81cc7cfc04087
+size 50257575

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c472a63cd0d09cf7dad945e6c564fa7c28cca7e54de0ee249430a1c0a9e1a7ea
-size 2114644
+oid sha256:0653af7977dfe1349555c00b4b15a964a89ae31d634a32ad8d3e163ffb71c694
+size 2116534

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d9fc49cc48e99c919028490eec0f156128e9d7f1e570af55bee1468346db12db
-size 2698492
+oid sha256:74c9935c067f061ea35840b0b53252c2bc2de45c35ee061ef7efcb4834be4d8a
+size 2698514

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8f65182cbd8c0142906546f87cf6d8cfa57896be4bd62c895457d4348f40d50e
-size 843476
+oid sha256:8367a329112083e3ba8dcaaa157cca357d801cb40f3b8a7b41d47f93f5adabf3
+size 843495

snapshots/20260531T000035Z/manifest.json

@@ -0,0 +1,41 @@
+{
+  "artifacts": {
+    "archived_pr_scope_clusters_json": "snapshots/20260531T000035Z/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": 12142,
+    "issues": 798,
+    "links": 4117,
+    "new_contributors": 342,
+    "pr_diffs": 2521,
+    "pr_files": 34915,
+    "pull_requests": 2521,
+    "review_comments": 15701,
+    "reviews": 9109,
+    "timeline_events": 50262
+  },
+  "crawl_started_at": "2026-05-31T00:00:35Z",
+  "delta_counts": {
+    "comments": 5,
+    "issue_stubs": 6,
+    "issues": 0,
+    "links": 8,
+    "pr_diffs": 6,
+    "pr_files": 50,
+    "pull_requests": 6,
+    "review_comments": 373,
+    "reviews": 123,
+    "timeline_events": 347
+  },
+  "extracted_at": "2026-05-31T00:00:35Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260531T000035Z",
+  "watermark": {
+    "effective_since": "2026-05-30T18:00:32Z",
+    "next_since": "2026-05-31T00:00:35Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260530T180032Z/manifest.json",
-  "latest_snapshot_id": "20260530T180032Z",
+  "archived_manifest_path": "snapshots/20260531T000035Z/manifest.json",
+  "latest_snapshot_id": "20260531T000035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-05-30T18:00:32Z",
+  "next_since": "2026-05-31T00:00:35Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260530T180032Z"
+  "snapshot_dir": "snapshots/20260531T000035Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-05-30T12:00:27Z",
-  "last_successful_snapshot_id": "20260530T180032Z",
-  "next_since": "2026-05-30T18:00:32Z",
+  "effective_since": "2026-05-30T18:00:32Z",
+  "last_successful_snapshot_id": "20260531T000035Z",
+  "next_since": "2026-05-31T00:00:35Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-05-30T18:00:32Z"
+  "updated_at": "2026-05-31T00:00:35Z"
 }