Refresh transformers dataset snapshot 20260509T120021Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260509T060023Z`
+- latest snapshot: `20260509T120021Z`
 - 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:ed08c9fbdd11bd6e91cb82f4ebdb736b97e3d11c4a17c4d68201217951a5d720
-size 2208742
+oid sha256:47b3578e8a0066cba5cf3db312626b568226c5c0f641607d1324e8f5a940d680
+size 2209749

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bc7861885f4bab84c38565ce9b65758c6ed8134e2f1b4ed8479911e012f303c3
-size 695568
+oid sha256:72c7374ab7bec30c8ef82737175ce8ebdfde9b5b5b002cf1b60c99f8cd8c7d4c
+size 695978

issue_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bcde70fd9d3b0297cb16f63736c9c98a6ca61e1aedecd45b2738134fcac936b7
-size 703794
+oid sha256:b3489c7430851778f2aac7581b2f04e8c7fbeb6f10c334ef4d8800aefcc04a93
+size 704469

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a3ba89263ccd06ae221ac49f5d64ac77350c2d0c5bf8ee18f0fca832d464943f
-size 950652
+oid sha256:8b749c41160744d2448c0e9657217f825a44c25307cc2855f28dfc65cc043ed6
+size 950660

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:74b6d3a250511e32c9587a0706856355ad9b89c7be5687feaf41129dc14852cd
-size 40528
+oid sha256:1853ecbd37c81a32930e8baa4a096bcfff00f6561e27233cc6aeb8d7a2cb994c
+size 40562

manifest.json

@@ -1,41 +1,41 @@
 {
   "artifacts": {
-    "archived_pr_scope_clusters_json": "snapshots/20260509T060023Z/pr-scope-clusters.json",
+    "archived_pr_scope_clusters_json": "snapshots/20260509T120021Z/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": 10187,
+    "comments": 10194,
     "issues": 704,
-    "links": 3172,
-    "new_contributors": 360,
-    "pr_diffs": 2162,
-    "pr_files": 30570,
-    "pull_requests": 2162,
-    "review_comments": 14046,
-    "reviews": 8016,
-    "timeline_events": 43611
+    "links": 3175,
+    "new_contributors": 357,
+    "pr_diffs": 2165,
+    "pr_files": 30583,
+    "pull_requests": 2165,
+    "review_comments": 14075,
+    "reviews": 8046,
+    "timeline_events": 43642
   },
-  "crawl_started_at": "2026-05-09T06:00:23Z",
+  "crawl_started_at": "2026-05-09T12:00:21Z",
   "delta_counts": {
-    "comments": 8,
-    "issue_stubs": 12,
-    "issues": 2,
-    "links": 14,
-    "pr_diffs": 10,
-    "pr_files": 464,
-    "pull_requests": 10,
-    "review_comments": 11,
-    "reviews": 12,
-    "timeline_events": 138
+    "comments": 7,
+    "issue_stubs": 11,
+    "issues": 4,
+    "links": 9,
+    "pr_diffs": 7,
+    "pr_files": 56,
+    "pull_requests": 7,
+    "review_comments": 55,
+    "reviews": 35,
+    "timeline_events": 129
   },
-  "extracted_at": "2026-05-09T06:00:23Z",
+  "extracted_at": "2026-05-09T12:00:21Z",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260509T060023Z",
+  "snapshot_id": "20260509T120021Z",
   "watermark": {
-    "effective_since": "2026-05-09T00:00:27Z",
-    "next_since": "2026-05-09T06:00:23Z"
+    "effective_since": "2026-05-09T06:00:23Z",
+    "next_since": "2026-05-09T12:00:21Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260509T060023Z",
-  "generated_at": "2026-05-09T06:01:01Z",
+  "snapshot_id": "20260509T120021Z",
+  "generated_at": "2026-05-09T12:00:49Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
-    "selected_contributors": 360,
-    "first_seen_in_snapshot": 1,
-    "known_via_prior_merged_pr": 150,
-    "previous_primary_author_count": 1095,
-    "selected_seen_in_previous_primary": 359,
+    "selected_contributors": 357,
+    "first_seen_in_snapshot": 0,
+    "known_via_prior_merged_pr": 149,
+    "previous_primary_author_count": 1097,
+    "selected_seen_in_previous_primary": 357,
     "previous_report_contributor_count": 360,
-    "selected_overlap_previous_report": 359,
-    "selected_overlap_previous_report_rate": 0.9972,
-    "reused_previous_report_entries": 357,
-    "reused_known_merged_contributors": 149,
-    "live_fetches": 3,
+    "selected_overlap_previous_report": 357,
+    "selected_overlap_previous_report_rate": 1.0,
+    "reused_previous_report_entries": 355,
+    "reused_known_merged_contributors": 148,
+    "live_fetches": 2,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 2.358,
-    "enrichment_avg_seconds_per_author": 0.007,
+    "enrichment_elapsed_seconds": 0.313,
+    "enrichment_avg_seconds_per_author": 0.001,
     "enrichment_failures": 2
   },
   "contributors": [
@@ -1768,14 +1768,14 @@
       "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": "2026-05-07T16:20:43Z",
+      "repo_last_seen_at": "2026-05-09T08:24:18Z",
       "repo_primary_artifact_count": 20,
-      "repo_artifact_count": 455,
+      "repo_artifact_count": 473,
       "snapshot_issue_count": 3,
       "snapshot_pr_count": 17,
       "snapshot_comment_count": 54,
-      "snapshot_review_count": 203,
-      "snapshot_review_comment_count": 178,
+      "snapshot_review_count": 212,
+      "snapshot_review_comment_count": 187,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -2061,6 +2061,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "kashif",
+      "name": "Kashif Rasul",
+      "profile_url": "https://github.com/kashif",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif",
+      "repo_first_seen_at": "2025-09-08T13:05:54Z",
+      "repo_last_seen_at": "2026-05-08T11:56:08Z",
+      "repo_primary_artifact_count": 16,
+      "repo_artifact_count": 109,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 16,
+      "snapshot_comment_count": 32,
+      "snapshot_review_count": 32,
+      "snapshot_review_comment_count": 29,
+      "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": 6569,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "high",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high recent PR volume; broad repo spread; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 32,
+        "merged_pr_count": 20,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 11,
+        "merged_pr_rate": 0.625,
+        "closed_unmerged_pr_rate": 0.0312,
+        "still_open_pr_rate": 0.3438,
+        "distinct_repos_with_authored_prs": 17,
+        "distinct_repos_with_open_prs": 9
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45846,
+            "title": "[Cache] Add `Cache.snapshot()` / `Cache.restore(snapshot)` for tentative-forward rollback",
+            "url": "https://github.com/huggingface/transformers/pull/45846",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-08T11:56:08Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45513,
+            "title": "[Qwen3.5] Fix GDN linear attention multi-token cached forward",
+            "url": "https://github.com/huggingface/transformers/pull/45513",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T09:40:59Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45490,
+            "title": "Add ctsm model",
+            "url": "https://github.com/huggingface/transformers/pull/45490",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T12:07:41Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Abdennacer-Badaoui",
       "name": "BADAOUI Abdennacer",
@@ -2141,83 +2218,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "kashif",
-      "name": "Kashif Rasul",
-      "profile_url": "https://github.com/kashif",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif",
-      "repo_first_seen_at": "2025-09-08T13:05:54Z",
-      "repo_last_seen_at": "2026-05-08T11:56:08Z",
-      "repo_primary_artifact_count": 15,
-      "repo_artifact_count": 108,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 15,
-      "snapshot_comment_count": 32,
-      "snapshot_review_count": 32,
-      "snapshot_review_comment_count": 29,
-      "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": 6569,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "high",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high recent PR volume; broad repo spread; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 32,
-        "merged_pr_count": 20,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 11,
-        "merged_pr_rate": 0.625,
-        "closed_unmerged_pr_rate": 0.0312,
-        "still_open_pr_rate": 0.3438,
-        "distinct_repos_with_authored_prs": 17,
-        "distinct_repos_with_open_prs": 9
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45846,
-            "title": "[Cache] Add `Cache.snapshot()` / `Cache.restore(snapshot)` for tentative-forward rollback",
-            "url": "https://github.com/huggingface/transformers/pull/45846",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-08T11:56:08Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45513,
-            "title": "[Qwen3.5] Fix GDN linear attention multi-token cached forward",
-            "url": "https://github.com/huggingface/transformers/pull/45513",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-19T09:40:59Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45490,
-            "title": "Add ctsm model",
-            "url": "https://github.com/huggingface/transformers/pull/45490",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-17T12:07:41Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "michaelbenayoun",
       "name": "Michael Benayoun",
@@ -2943,14 +2943,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azhang-prog",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azhang-prog",
       "repo_first_seen_at": "2025-12-23T11:18:14Z",
-      "repo_last_seen_at": "2026-05-08T12:08:44Z",
+      "repo_last_seen_at": "2026-05-09T08:30:04Z",
       "repo_primary_artifact_count": 8,
-      "repo_artifact_count": 725,
+      "repo_artifact_count": 761,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 8,
       "snapshot_comment_count": 38,
-      "snapshot_review_count": 339,
-      "snapshot_review_comment_count": 340,
+      "snapshot_review_count": 357,
+      "snapshot_review_comment_count": 358,
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -4079,6 +4079,114 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "jamesbraza",
+      "name": "James Braza",
+      "profile_url": "https://github.com/jamesbraza",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza",
+      "repo_first_seen_at": "2026-04-23T00:37:54Z",
+      "repo_last_seen_at": "2026-05-09T06:30:56Z",
+      "repo_primary_artifact_count": 8,
+      "repo_artifact_count": 18,
+      "snapshot_issue_count": 4,
+      "snapshot_pr_count": 4,
+      "snapshot_comment_count": 4,
+      "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": 4221,
+      "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": 36,
+        "merged_pr_count": 32,
+        "closed_unmerged_pr_count": 2,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.8889,
+        "closed_unmerged_pr_rate": 0.0556,
+        "still_open_pr_rate": 0.0556,
+        "distinct_repos_with_authored_prs": 8,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45861,
+            "title": "Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU offload",
+            "url": "https://github.com/huggingface/transformers/pull/45861",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-09T06:30:56Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45770,
+            "title": "Unwrap `text_config` in `AutoModelFor*.from_config`",
+            "url": "https://github.com/huggingface/transformers/pull/45770",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-05-04T00:39:39Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45760,
+            "title": "End-to-end test of Gemma 3 + FA2 construction",
+            "url": "https://github.com/huggingface/transformers/pull/45760",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-03T19:25:43Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 45859,
+            "title": "`Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload",
+            "url": "https://github.com/huggingface/transformers/issues/45859",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-05-09T05:46:24Z"
+          },
+          {
+            "kind": "issue",
+            "number": 45759,
+            "title": "`AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs",
+            "url": "https://github.com/huggingface/transformers/issues/45759",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-05-03T18:54:41Z"
+          },
+          {
+            "kind": "issue",
+            "number": 45663,
+            "title": "Gemma-4 training with FSDP2 raises `KeyError` in `Gemma4TextAttention.forward` because `shared_kv_states` is rebuilt per-layer",
+            "url": "https://github.com/huggingface/transformers/issues/45663",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-27T20:55:50Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "KoichiYasuoka",
       "name": "Koichi Yasuoka",
@@ -4824,20 +4932,20 @@
       "fetch_error": null
     },
     {
-      "author_login": "jamesbraza",
-      "name": "James Braza",
-      "profile_url": "https://github.com/jamesbraza",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza",
-      "repo_first_seen_at": "2026-04-23T00:37:54Z",
-      "repo_last_seen_at": "2026-05-09T05:46:24Z",
-      "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 17,
-      "snapshot_issue_count": 4,
+      "author_login": "Abineshabee",
+      "name": "Abinesh N",
+      "profile_url": "https://github.com/Abineshabee",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbineshabee",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbineshabee",
+      "repo_first_seen_at": "2026-04-13T08:59:27Z",
+      "repo_last_seen_at": "2026-05-09T06:09:44Z",
+      "repo_primary_artifact_count": 4,
+      "repo_artifact_count": 15,
+      "snapshot_issue_count": 1,
       "snapshot_pr_count": 3,
-      "snapshot_comment_count": 4,
-      "snapshot_review_count": 3,
-      "snapshot_review_comment_count": 3,
+      "snapshot_comment_count": 11,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -4845,87 +4953,67 @@
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
-      "account_age_days": 4221,
+      "account_age_days": 1453,
       "young_account": false,
-      "follow_through_score": "strong",
+      "follow_through_score": "mixed",
       "breadth_score": "moderate",
       "automation_risk_signal": "low",
-      "heuristic_note": "high recent PR volume",
+      "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
       "public_orgs": [],
       "activity": {
-        "visible_authored_pr_count": 36,
-        "merged_pr_count": 32,
-        "closed_unmerged_pr_count": 2,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.8889,
-        "closed_unmerged_pr_rate": 0.0556,
-        "still_open_pr_rate": 0.0556,
-        "distinct_repos_with_authored_prs": 8,
-        "distinct_repos_with_open_prs": 2
+        "visible_authored_pr_count": 7,
+        "merged_pr_count": 3,
+        "closed_unmerged_pr_count": 3,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.4286,
+        "closed_unmerged_pr_rate": 0.4286,
+        "still_open_pr_rate": 0.1429,
+        "distinct_repos_with_authored_prs": 6,
+        "distinct_repos_with_open_prs": 1
       },
       "examples": {
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 45770,
-            "title": "Unwrap `text_config` in `AutoModelFor*.from_config`",
-            "url": "https://github.com/huggingface/transformers/pull/45770",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-05-04T00:39:39Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45760,
-            "title": "End-to-end test of Gemma 3 + FA2 construction",
-            "url": "https://github.com/huggingface/transformers/pull/45760",
+            "number": 45860,
+            "title": "fix(text-generation): use token-level slicing for return_full_text=Fa\u2026",
+            "url": "https://github.com/huggingface/transformers/pull/45860",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-05-03T19:25:43Z"
+            "created_at": "2026-05-09T06:09:44Z"
           },
           {
             "kind": "pull_request",
-            "number": 45589,
-            "title": "Fix `AttributeError` on `s_aux=None` in `flash_attention_forward`",
-            "url": "https://github.com/huggingface/transformers/pull/45589",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-23T00:57:13Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 45859,
-            "title": "`Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload",
-            "url": "https://github.com/huggingface/transformers/issues/45859",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-05-09T05:46:24Z"
-          },
-          {
-            "kind": "issue",
-            "number": 45759,
-            "title": "`AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs",
-            "url": "https://github.com/huggingface/transformers/issues/45759",
+            "number": 45808,
+            "title": "\ud83d\udea8 [Fuyu] Remove FuyuBatchFeature subclass, use BatchFeature with skip_tensor_conversion",
+            "url": "https://github.com/huggingface/transformers/pull/45808",
             "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-05-03T18:54:41Z"
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-05-06T15:57:21Z"
           },
+          {
+            "kind": "pull_request",
+            "number": 45601,
+            "title": "fix: compute auxiliary losses when denoising is disabled in D-FINE",
+            "url": "https://github.com/huggingface/transformers/pull/45601",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-04-23T09:56:08Z"
+          }
+        ],
+        "issues": [
           {
             "kind": "issue",
-            "number": 45663,
-            "title": "Gemma-4 training with FSDP2 raises `KeyError` in `Gemma4TextAttention.forward` because `shared_kv_states` is rebuilt per-layer",
-            "url": "https://github.com/huggingface/transformers/issues/45663",
-            "state": "open",
+            "number": 45803,
+            "title": "[Bug] Bare `except:` in FuyuBatchFeature.convert_to_tensors() swallows KeyboardInterrupt and hides real errors",
+            "url": "https://github.com/huggingface/transformers/issues/45803",
+            "state": "closed",
             "merged": null,
             "draft": null,
-            "created_at": "2026-04-27T20:55:50Z"
+            "created_at": "2026-05-06T11:01:42Z"
           }
         ]
       },
@@ -6075,84 +6163,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "Abineshabee",
-      "name": "Abinesh N",
-      "profile_url": "https://github.com/Abineshabee",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbineshabee",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbineshabee",
-      "repo_first_seen_at": "2026-04-13T08:59:27Z",
-      "repo_last_seen_at": "2026-05-09T05:22:14Z",
-      "repo_primary_artifact_count": 3,
-      "repo_artifact_count": 14,
-      "snapshot_issue_count": 1,
-      "snapshot_pr_count": 2,
-      "snapshot_comment_count": 11,
-      "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": 1453,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "low",
-      "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 7,
-        "merged_pr_count": 3,
-        "closed_unmerged_pr_count": 3,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.4286,
-        "closed_unmerged_pr_rate": 0.4286,
-        "still_open_pr_rate": 0.1429,
-        "distinct_repos_with_authored_prs": 6,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45808,
-            "title": "\ud83d\udea8 [Fuyu] Remove FuyuBatchFeature subclass, use BatchFeature with skip_tensor_conversion",
-            "url": "https://github.com/huggingface/transformers/pull/45808",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-05-06T15:57:21Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45601,
-            "title": "fix: compute auxiliary losses when denoising is disabled in D-FINE",
-            "url": "https://github.com/huggingface/transformers/pull/45601",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-23T09:56:08Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 45803,
-            "title": "[Bug] Bare `except:` in FuyuBatchFeature.convert_to_tensors() swallows KeyboardInterrupt and hides real errors",
-            "url": "https://github.com/huggingface/transformers/issues/45803",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-05-06T11:01:42Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "ionut-anghelina",
       "name": "Ionut Anghelina",
@@ -14388,63 +14398,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "aashay-sarvam",
-      "name": null,
-      "profile_url": "https://github.com/aashay-sarvam",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aaashay-sarvam",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aaashay-sarvam",
-      "repo_first_seen_at": "2026-03-10T11:55:01Z",
-      "repo_last_seen_at": "2026-03-17T09:12:15Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 6,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 1,
-      "snapshot_review_count": 2,
-      "snapshot_review_comment_count": 2,
-      "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": 883,
-      "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": 44569,
-            "title": "Add SarvamMLA model (sarvamai/sarvam-105b)",
-            "url": "https://github.com/huggingface/transformers/pull/44569",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-03-10T11:55:01Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "aashirpersonal",
       "name": "Muhammad Aashir Irshad",
@@ -14679,15 +14632,15 @@
       "profile_url": "https://github.com/abidlabs",
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aabidlabs",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aabidlabs",
-      "repo_first_seen_at": "2026-04-08T22:36:08Z",
+      "repo_first_seen_at": "2026-01-13T19:16:29Z",
       "repo_last_seen_at": "2026-04-10T18:19:55Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 12,
+      "repo_artifact_count": 17,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
       "snapshot_comment_count": 3,
-      "snapshot_review_count": 4,
-      "snapshot_review_comment_count": 4,
+      "snapshot_review_count": 7,
+      "snapshot_review_comment_count": 6,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -15385,12 +15338,12 @@
       "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": 1374,
       "young_account": false,
       "follow_through_score": "mixed",
@@ -21434,63 +21387,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "rain-1",
-      "name": "rain1",
-      "profile_url": "https://github.com/rain-1",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arain-1",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arain-1",
-      "repo_first_seen_at": "2026-03-10T07:09:07Z",
-      "repo_last_seen_at": "2026-04-22T07:13:57Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 22,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 5,
-      "snapshot_review_count": 8,
-      "snapshot_review_comment_count": 8,
-      "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": 3706,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 3,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.3333,
-        "still_open_pr_rate": 0.6667,
-        "distinct_repos_with_authored_prs": 3,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 44558,
-            "title": "Add /v1/completions endpoint (OpenAI legacy completions API) to `transformers serve`",
-            "url": "https://github.com/huggingface/transformers/pull/44558",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-03-10T07:09:07Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "ranjithchinnanan",
       "name": null,
@@ -22297,63 +22193,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "SamArun28",
-      "name": null,
-      "profile_url": "https://github.com/SamArun28",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASamArun28",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASamArun28",
-      "repo_first_seen_at": "2026-03-10T09:38:29Z",
-      "repo_last_seen_at": "2026-03-10T09:58:19Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 2,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 1,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 37,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 2,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.5,
-        "still_open_pr_rate": 0.5,
-        "distinct_repos_with_authored_prs": 2,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 44562,
-            "title": "docs: standardize BERT model card",
-            "url": "https://github.com/huggingface/transformers/pull/44562",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-03-10T09:58:19Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "SAY-5",
       "name": "Sai Asish Y",
@@ -22475,12 +22314,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asebastianvlad1",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asebastianvlad1",
       "repo_first_seen_at": "2026-04-30T16:48:02Z",
-      "repo_last_seen_at": "2026-05-06T19:43:50Z",
+      "repo_last_seen_at": "2026-05-09T08:45:27Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 4,
+      "repo_artifact_count": 5,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 3,
+      "snapshot_comment_count": 4,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "CONTRIBUTOR",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260509T060023Z`
-- Generated: `2026-05-09T06:01:01Z`
+- Snapshot: `20260509T120021Z`
+- Generated: `2026-05-09T12:00:49Z`
 - Activity window: `60d`
-- Contributors: `360`
+- Contributors: `357`
 
 ## Summary
 
@@ -31,8 +31,8 @@
 | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 17 | 3 | strong | low | low | — |
 | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 16 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-12-16T08:22:52Z` | 16 | 1 | strong | moderate | low | targets high-star repos |
+| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 16 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
 | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 15 | 0 | strong | moderate | low | — |
-| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 15 | 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 |
 | `Sai-Suraj-27` | [profile](https://github.com/Sai-Suraj-27) | no | CONTRIBUTOR | 1745d | `2026-01-23T17:10:04Z` | 14 | 0 | strong | low | low | targets high-star repos |
 | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 13 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -56,6 +56,7 @@
 | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
+| `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 4 | 4 | strong | moderate | low | high recent PR volume |
 | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
 | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
@@ -65,7 +66,7 @@
 | `rtrompier` | [profile](https://github.com/rtrompier) | no | MEMBER | 4939d | `2026-04-15T08:26:45Z` | 4 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2913d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 3 | 4 | strong | moderate | low | high recent PR volume |
+| `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 1 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | CONTRIBUTOR | 1230d | `2026-03-27T02:44:21Z` | 3 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `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 |
@@ -79,7 +80,6 @@
 | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
 | `w4nderlust` | [profile](https://github.com/w4nderlust) | no | CONTRIBUTOR | 5740d | `2026-04-03T04:55:51Z` | 2 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
-| `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 2 | 1 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
 | `Milan-Bhimani` | [profile](https://github.com/Milan-Bhimani) | no | FIRST_TIME_CONTRIBUTOR | 823d | `2026-04-30T06:10:00Z` | 2 | 1 | mixed | low | low | many recent closed-unmerged PRs |
 | `qflen` | [profile](https://github.com/qflen) | no | FIRST_TIME_CONTRIBUTOR | 479d | `2026-04-25T02:09:42Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
@@ -198,12 +198,11 @@
 | `zhulinchng` | [profile](https://github.com/zhulinchng) | no | CONTRIBUTOR | 3429d | `2026-03-19T01:40:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `ZSLsherly` | [profile](https://github.com/ZSLsherly) | no | FIRST_TIMER | 975d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `aarushisingh04` | [profile](https://github.com/aarushisingh04) | no | CONTRIBUTOR | 1351d | `2026-03-27T18:26:03Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
-| `aashay-sarvam` | [profile](https://github.com/aashay-sarvam) | no | FIRST_TIME_CONTRIBUTOR | 883d | `2026-03-10T11:55:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `aashirpersonal` | [profile](https://github.com/aashirpersonal) | no | NONE | 957d | `2026-03-15T16:52:03Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `aayushbaluni` | [profile](https://github.com/aayushbaluni) | no | NONE | 1999d | `2026-03-17T17:20:35Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `Abdeltoto` | [profile](https://github.com/Abdeltoto) | no | NONE | 265d | `2026-04-22T02:56:43Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share |
 | `abhiprd200` | [profile](https://github.com/abhiprd200) | no | FIRST_TIMER | 42d | `2026-04-24T18:01:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5075d | `2026-04-08T22:36:08Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
+| `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5075d | `2026-01-13T19:16:29Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
 | `adityachoksi2512` | [profile](https://github.com/adityachoksi2512) | no | FIRST_TIMER | 1471d | `2026-05-01T03:03:13Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `agentspan` | [profile](https://github.com/agentspan) | no | NONE | 15d | `2026-04-08T08:40:08Z` | 1 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `ai-man-codes` | [profile](https://github.com/ai-man-codes) | no | FIRST_TIME_CONTRIBUTOR | 560d | `2026-03-20T17:48:23Z` | 1 | 0 | mixed | moderate | low | targets high-star repos |
@@ -215,7 +214,7 @@
 | `AlrIsmail` | [profile](https://github.com/AlrIsmail) | no | FIRST_TIME_CONTRIBUTOR | 1299d | `2026-04-26T14:26:23Z` | 1 | 0 | weak | low | low | high open PR share; 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 |
 | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | NONE | 9d | `2026-04-22T13:14:19Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
-| `andreay99` | [profile](https://github.com/andreay99) | yes | FIRST_TIME_CONTRIBUTOR | 1374d | `2026-05-09T02:34:44Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `andreay99` | [profile](https://github.com/andreay99) | no | FIRST_TIME_CONTRIBUTOR | 1374d | `2026-05-09T02:34:44Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — |
 | `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 149d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
 | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -321,7 +320,6 @@
 | `pranay-3108` | [profile](https://github.com/pranay-3108) | no | NONE | 350d | `2026-03-11T05:13:57Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `pratapyash` | [profile](https://github.com/pratapyash) | no | NONE | 3227d | `2026-04-24T07:14:52Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `pritishyuvraj` | [profile](https://github.com/pritishyuvraj) | no | FIRST_TIME_CONTRIBUTOR | 3913d | `2026-04-30T04:36:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `rain-1` | [profile](https://github.com/rain-1) | no | CONTRIBUTOR | 3706d | `2026-03-10T07:09:07Z` | 1 | 0 | weak | low | low | high open PR share |
 | `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 1 | 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` | 1 | 0 | mixed | low | low | — |
 | `Ratwood98` | [profile](https://github.com/Ratwood98) | no | CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -336,7 +334,6 @@
 | `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3282d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sahildando` | [profile](https://github.com/sahildando) | no | NONE | 1241d | `2026-04-07T21:12:29Z` | 1 | 0 | mixed | high | medium | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `sahilleth` | [profile](https://github.com/sahilleth) | no | NONE | 58d | `2026-03-19T05:50:29Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars |
-| `SamArun28` | [profile](https://github.com/SamArun28) | no | NONE | 37d | `2026-03-10T09:38:29Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `SAY-5` | [profile](https://github.com/SAY-5) | no | FIRST_TIME_CONTRIBUTOR | 172d | `2026-04-20T05:44:53Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `SeaL773` | [profile](https://github.com/SeaL773) | no | FIRST_TIME_CONTRIBUTOR | 3075d | `2026-05-04T06:26:53Z` | 1 | 0 | mixed | moderate | low | — |
 | `sebastianvlad1` | [profile](https://github.com/sebastianvlad1) | no | CONTRIBUTOR | 3207d | `2026-04-30T16:48:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -839,12 +836,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
 - repo first seen: `2025-07-04T08:41:29Z`
-- repo last seen: `2026-05-07T16:20:43Z`
+- repo last seen: `2026-05-09T08:24:18Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **20**
 - snapshot authored PRs/issues: **17 PRs / 3 issues**
-- snapshot discussion activity: **54 comments / 203 reviews / 178 review comments**
+- snapshot discussion activity: **54 comments / 212 reviews / 187 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`
@@ -908,6 +905,29 @@ Example artifacts:
 - [PR #45219: Add MoE to Gemma4 TP plan](https://github.com/huggingface/transformers/pull/45219) — closed, merged
 - [Issue #42890: tests/models/sam_hq/test_modeling_sam_hq.py::SamHQModelIntegrationTest may fail since a lot of cases are lack of set_seed()](https://github.com/huggingface/transformers/issues/42890) — closed
 
+### `kashif`
+
+- profile: [github.com/kashif](https://github.com/kashif)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif)
+- repo first seen: `2025-09-08T13:05:54Z`
+- repo last seen: `2026-05-08T11:56:08Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **16**
+- snapshot authored PRs/issues: **16 PRs / 0 issues**
+- snapshot discussion activity: **32 comments / 32 reviews / 29 review comments**
+- account age: **6569 days**
+- recent public PR activity: **32 PRs** (20 merged / 1 closed-unmerged / 11 open; merged rate **62%**, closed-unmerged rate **3%**, open rate **34%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
+- heuristic read: **high recent PR volume; broad repo spread; targets high-star repos**
+
+Example artifacts:
+- [PR #45846: [Cache] Add `Cache.snapshot()` / `Cache.restore(snapshot)` for tentative-forward rollback](https://github.com/huggingface/transformers/pull/45846) — open
+- [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
+
 ### `Abdennacer-Badaoui`
 
 - profile: [github.com/Abdennacer-Badaoui](https://github.com/Abdennacer-Badaoui)
@@ -931,29 +951,6 @@ Example artifacts:
 - [PR #45602: [AMD CI] Fix expectations for Gemma3n](https://github.com/huggingface/transformers/pull/45602) — closed, merged
 - [PR #45533: Fix AMD CI: rebuild torchvision with libjpeg + refresh expectations](https://github.com/huggingface/transformers/pull/45533) — closed, merged
 
-### `kashif`
-
-- profile: [github.com/kashif](https://github.com/kashif)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif)
-- repo first seen: `2025-09-08T13:05:54Z`
-- repo last seen: `2026-05-08T11:56:08Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **15**
-- snapshot authored PRs/issues: **15 PRs / 0 issues**
-- snapshot discussion activity: **32 comments / 32 reviews / 29 review comments**
-- account age: **6569 days**
-- recent public PR activity: **32 PRs** (20 merged / 1 closed-unmerged / 11 open; merged rate **62%**, closed-unmerged rate **3%**, open rate **34%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
-- heuristic read: **high recent PR volume; broad repo spread; targets high-star repos**
-
-Example artifacts:
-- [PR #45846: [Cache] Add `Cache.snapshot()` / `Cache.restore(snapshot)` for tentative-forward rollback](https://github.com/huggingface/transformers/pull/45846) — open
-- [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)
@@ -1169,12 +1166,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azhang-prog)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azhang-prog)
 - repo first seen: `2025-12-23T11:18:14Z`
-- repo last seen: `2026-05-08T12:08:44Z`
+- repo last seen: `2026-05-09T08:30:04Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **38 comments / 339 reviews / 340 review comments**
+- snapshot discussion activity: **38 comments / 357 reviews / 358 review comments**
 - account age: **2074 days**
 - recent public PR activity: **19 PRs** (16 merged / 2 closed-unmerged / 1 open; merged rate **84%**, closed-unmerged rate **11%**, open rate **5%**)
 - public orgs: none visible
@@ -1490,6 +1487,32 @@ Example artifacts:
 - [Issue #44742: [Neuron] Compilation-friendly generation loop](https://github.com/huggingface/transformers/issues/44742) — open
 - [Issue #44741: [Neuron] Improve transformers compatibility with AWS Neuron devices](https://github.com/huggingface/transformers/issues/44741) — closed
 
+### `jamesbraza`
+
+- profile: [github.com/jamesbraza](https://github.com/jamesbraza)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
+- repo first seen: `2026-04-23T00:37:54Z`
+- repo last seen: `2026-05-09T06:30:56Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **4 PRs / 4 issues**
+- snapshot discussion activity: **4 comments / 3 reviews / 3 review comments**
+- account age: **4221 days**
+- recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #45861: Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU offload](https://github.com/huggingface/transformers/pull/45861) — open
+- [PR #45770: Unwrap `text_config` in `AutoModelFor*.from_config`](https://github.com/huggingface/transformers/pull/45770) — closed, merged
+- [PR #45760: End-to-end test of Gemma 3 + FA2 construction](https://github.com/huggingface/transformers/pull/45760) — open
+- [Issue #45859: `Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload](https://github.com/huggingface/transformers/issues/45859) — open
+- [Issue #45759: `AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs](https://github.com/huggingface/transformers/issues/45759) — closed
+- [Issue #45663: Gemma-4 training with FSDP2 raises `KeyError` in `Gemma4TextAttention.forward` because `shared_kv_states` is rebuilt per-layer](https://github.com/huggingface/transformers/issues/45663) — open
+
 ### `KoichiYasuoka`
 
 - profile: [github.com/KoichiYasuoka](https://github.com/KoichiYasuoka)
@@ -1702,31 +1725,29 @@ Example artifacts:
 - [PR #45500: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45500) — closed, draft
 - [PR #45118: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757)](https://github.com/huggingface/transformers/pull/45118) — closed
 
-### `jamesbraza`
+### `Abineshabee`
 
-- profile: [github.com/jamesbraza](https://github.com/jamesbraza)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
-- repo first seen: `2026-04-23T00:37:54Z`
-- repo last seen: `2026-05-09T05:46:24Z`
+- profile: [github.com/Abineshabee](https://github.com/Abineshabee)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbineshabee)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbineshabee)
+- repo first seen: `2026-04-13T08:59:27Z`
+- repo last seen: `2026-05-09T06:09:44Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **3 PRs / 4 issues**
-- snapshot discussion activity: **4 comments / 3 reviews / 3 review comments**
-- account age: **4221 days**
-- recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **3 PRs / 1 issues**
+- snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
+- account age: **1453 days**
+- recent public PR activity: **7 PRs** (3 merged / 3 closed-unmerged / 1 open; merged rate **43%**, closed-unmerged rate **43%**, open rate **14%**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
-- [PR #45770: Unwrap `text_config` in `AutoModelFor*.from_config`](https://github.com/huggingface/transformers/pull/45770) — closed, merged
-- [PR #45760: End-to-end test of Gemma 3 + FA2 construction](https://github.com/huggingface/transformers/pull/45760) — open
-- [PR #45589: Fix `AttributeError` on `s_aux=None` in `flash_attention_forward`](https://github.com/huggingface/transformers/pull/45589) — closed, merged
-- [Issue #45859: `Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload](https://github.com/huggingface/transformers/issues/45859) — open
-- [Issue #45759: `AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs](https://github.com/huggingface/transformers/issues/45759) — closed
-- [Issue #45663: Gemma-4 training with FSDP2 raises `KeyError` in `Gemma4TextAttention.forward` because `shared_kv_states` is rebuilt per-layer](https://github.com/huggingface/transformers/issues/45663) — open
+- [PR #45860: fix(text-generation): use token-level slicing for return_full_text=Fa…](https://github.com/huggingface/transformers/pull/45860) — open
+- [PR #45808: 🚨 [Fuyu] Remove FuyuBatchFeature subclass, use BatchFeature with skip_tensor_conversion](https://github.com/huggingface/transformers/pull/45808) — closed, merged
+- [PR #45601: fix: compute auxiliary losses when denoising is disabled in D-FINE](https://github.com/huggingface/transformers/pull/45601) — closed, merged
+- [Issue #45803: [Bug] Bare `except:` in FuyuBatchFeature.convert_to_tensors() swallows KeyboardInterrupt and hides real errors](https://github.com/huggingface/transformers/issues/45803) — closed
 
 ### `Cursx`
 
@@ -2040,29 +2061,6 @@ Example artifacts:
 - [Issue #45206: Gemma4: PLE (Per-Layer Embeddings) implementation is underdocumented and config is misleading](https://github.com/huggingface/transformers/issues/45206) — closed
 - [Issue #45205: Gemma4: chat_template missing from tokenizer_config.json, requires manual loading from separate file](https://github.com/huggingface/transformers/issues/45205) — open
 
-### `Abineshabee`
-
-- profile: [github.com/Abineshabee](https://github.com/Abineshabee)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbineshabee)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbineshabee)
-- repo first seen: `2026-04-13T08:59:27Z`
-- repo last seen: `2026-05-09T05:22:14Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
-- account age: **1453 days**
-- recent public PR activity: **7 PRs** (3 merged / 3 closed-unmerged / 1 open; merged rate **43%**, closed-unmerged rate **43%**, open rate **14%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #45808: 🚨 [Fuyu] Remove FuyuBatchFeature subclass, use BatchFeature with skip_tensor_conversion](https://github.com/huggingface/transformers/pull/45808) — closed, merged
-- [PR #45601: fix: compute auxiliary losses when denoising is disabled in D-FINE](https://github.com/huggingface/transformers/pull/45601) — closed, merged
-- [Issue #45803: [Bug] Bare `except:` in FuyuBatchFeature.convert_to_tensors() swallows KeyboardInterrupt and hides real errors](https://github.com/huggingface/transformers/issues/45803) — closed
-
 ### `ionut-anghelina`
 
 - profile: [github.com/ionut-anghelina](https://github.com/ionut-anghelina)
@@ -4683,27 +4681,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45067: feat: trainer resume_from_checkpoint support hub downloads (#43375)](https://github.com/huggingface/transformers/pull/45067) — open
 
-### `aashay-sarvam`
-
-- profile: [github.com/aashay-sarvam](https://github.com/aashay-sarvam)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aaashay-sarvam)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aaashay-sarvam)
-- repo first seen: `2026-03-10T11:55:01Z`
-- repo last seen: `2026-03-17T09:12:15Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
-- account age: **883 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 #44569: Add SarvamMLA model (sarvamai/sarvam-105b)](https://github.com/huggingface/transformers/pull/44569) — open
-
 ### `aashirpersonal`
 
 - profile: [github.com/aashirpersonal](https://github.com/aashirpersonal)
@@ -4793,13 +4770,13 @@ Example artifacts:
 - profile: [github.com/abidlabs](https://github.com/abidlabs)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aabidlabs)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aabidlabs)
-- repo first seen: `2026-04-08T22:36:08Z`
+- repo first seen: `2026-01-13T19:16:29Z`
 - repo last seen: `2026-04-10T18:19:55Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 4 reviews / 4 review comments**
+- snapshot discussion activity: **3 comments / 7 reviews / 6 review comments**
 - account age: **5075 days**
 - recent public PR activity: **77 PRs** (65 merged / 8 closed-unmerged / 4 open; merged rate **84%**, closed-unmerged rate **10%**, open rate **5%**)
 - public orgs: `huggingface`, `gradio-app`
@@ -5047,7 +5024,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aandreay99)
 - repo first seen: `2026-05-09T02:34:44Z`
 - repo last seen: `2026-05-09T02:34:44Z`
-- 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**
@@ -7267,27 +7244,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45709: Added SWA and Linear Attention to Llama3.2-1b](https://github.com/huggingface/transformers/pull/45709) — open
 
-### `rain-1`
-
-- profile: [github.com/rain-1](https://github.com/rain-1)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arain-1)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arain-1)
-- repo first seen: `2026-03-10T07:09:07Z`
-- repo last seen: `2026-04-22T07:13:57Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 8 reviews / 8 review comments**
-- account age: **3706 days**
-- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #44558: Add /v1/completions endpoint (OpenAI legacy completions API) to `transformers serve`](https://github.com/huggingface/transformers/pull/44558) — closed, merged
-
 ### `ranjithchinnanan`
 
 - profile: [github.com/ranjithchinnanan](https://github.com/ranjithchinnanan)
@@ -7582,27 +7538,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44844: Fix DEIM config export and public API](https://github.com/huggingface/transformers/pull/44844) — closed
 
-### `SamArun28`
-
-- profile: [github.com/SamArun28](https://github.com/SamArun28)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASamArun28)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASamArun28)
-- repo first seen: `2026-03-10T09:38:29Z`
-- repo last seen: `2026-03-10T09:58:19Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **37 days**
-- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #44562: docs: standardize BERT model card](https://github.com/huggingface/transformers/pull/44562) — closed
-
 ### `SAY-5`
 
 - profile: [github.com/SAY-5](https://github.com/SAY-5)
@@ -7651,12 +7586,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asebastianvlad1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asebastianvlad1)
 - repo first seen: `2026-04-30T16:48:02Z`
-- repo last seen: `2026-05-06T19:43:50Z`
+- repo last seen: `2026-05-09T08:45:27Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **3207 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6003c8db754cf9d3add2c23f4ac2eb4bd21632659a8c27499620445600a8629c
-size 63846
+oid sha256:07b0dcd9dbd57b4eac1daad046a21ba6ed457ab03b28958c87cfc0f4c191a53b
+size 63443

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260509T060023Z",
-  "generated_at": "2026-05-09T06:00:58Z",
+  "snapshot_id": "20260509T120021Z",
+  "generated_at": "2026-05-09T12:00:48Z",
   "cluster_count": 50,
   "pr_scope_clusters": [
     {
@@ -96,7 +96,7 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 44123,
-          "similarity": 0.5,
+          "similarity": 0.501,
           "content_similarity": 0.403,
           "size_similarity": 0.455,
           "breadth_similarity": 1.0,
@@ -128,7 +128,7 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 45067,
-          "similarity": 0.472,
+          "similarity": 0.473,
           "content_similarity": 0.363,
           "size_similarity": 0.455,
           "breadth_similarity": 1.0,
@@ -177,7 +177,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 43663,
           "similarity": 0.459,
-          "content_similarity": 0.346,
+          "content_similarity": 0.347,
           "size_similarity": 0.44,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -225,7 +225,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 43651,
           "similarity": 0.438,
-          "content_similarity": 0.28,
+          "content_similarity": 0.281,
           "size_similarity": 0.611,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -238,11 +238,11 @@
           ]
         },
         {
-          "left_pr_number": 44660,
+          "left_pr_number": 43636,
           "right_pr_number": 45067,
           "similarity": 0.435,
-          "content_similarity": 0.356,
-          "size_similarity": 0.24,
+          "content_similarity": 0.312,
+          "size_similarity": 0.44,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -254,11 +254,11 @@
           ]
         },
         {
-          "left_pr_number": 43636,
+          "left_pr_number": 44660,
           "right_pr_number": 45067,
-          "similarity": 0.434,
-          "content_similarity": 0.312,
-          "size_similarity": 0.44,
+          "similarity": 0.435,
+          "content_similarity": 0.356,
+          "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -337,7 +337,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 44257,
           "similarity": 0.423,
-          "content_similarity": 0.338,
+          "content_similarity": 0.339,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -366,11 +366,11 @@
           ]
         },
         {
-          "left_pr_number": 43651,
-          "right_pr_number": 44189,
-          "similarity": 0.399,
-          "content_similarity": 0.308,
-          "size_similarity": 0.222,
+          "left_pr_number": 44257,
+          "right_pr_number": 45067,
+          "similarity": 0.4,
+          "content_similarity": 0.305,
+          "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -382,11 +382,11 @@
           ]
         },
         {
-          "left_pr_number": 43663,
-          "right_pr_number": 45055,
+          "left_pr_number": 43651,
+          "right_pr_number": 44189,
           "similarity": 0.399,
-          "content_similarity": 0.33,
-          "size_similarity": 0.12,
+          "content_similarity": 0.309,
+          "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -398,11 +398,11 @@
           ]
         },
         {
-          "left_pr_number": 44257,
-          "right_pr_number": 45067,
+          "left_pr_number": 43663,
+          "right_pr_number": 45055,
           "similarity": 0.399,
-          "content_similarity": 0.305,
-          "size_similarity": 0.24,
+          "content_similarity": 0.33,
+          "size_similarity": 0.12,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -465,7 +465,7 @@
           "left_pr_number": 44123,
           "right_pr_number": 44660,
           "similarity": 0.39,
-          "content_similarity": 0.319,
+          "content_similarity": 0.32,
           "size_similarity": 0.109,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -657,7 +657,7 @@
           "left_pr_number": 45067,
           "right_pr_number": 45273,
           "similarity": 0.347,
-          "content_similarity": 0.264,
+          "content_similarity": 0.265,
           "size_similarity": 0.08,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -673,7 +673,7 @@
           "left_pr_number": 44123,
           "right_pr_number": 45055,
           "similarity": 0.345,
-          "content_similarity": 0.266,
+          "content_similarity": 0.267,
           "size_similarity": 0.055,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -688,7 +688,7 @@
         {
           "left_pr_number": 44257,
           "right_pr_number": 45273,
-          "similarity": 0.339,
+          "similarity": 0.34,
           "content_similarity": 0.199,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
@@ -923,7 +923,7 @@
           "left_pr_number": 45438,
           "right_pr_number": 45716,
           "similarity": 0.489,
-          "content_similarity": 0.516,
+          "content_similarity": 0.517,
           "size_similarity": 0.192,
           "breadth_similarity": 0.55,
           "concentration_similarity": 0.88,
@@ -1032,7 +1032,7 @@
           "left_pr_number": 45438,
           "right_pr_number": 45606,
           "similarity": 0.347,
-          "content_similarity": 0.328,
+          "content_similarity": 0.329,
           "size_similarity": 0.126,
           "breadth_similarity": 0.55,
           "concentration_similarity": 0.858,
@@ -1114,7 +1114,7 @@
         45827
       ],
       "representative_pr_number": 45396,
-      "average_similarity": 0.414,
+      "average_similarity": 0.413,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/models/glm_image/modeling_glm_image.py`, `src/transformers/models/glm_image/modular_glm_image.py`, `src/transformers/models/glm4v/modeling_glm4v.py`; representative PR #45396.",
       "shared_filenames": [
         "src/transformers/models/glm_image/modeling_glm_image.py",
@@ -1124,24 +1124,24 @@
         "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
         "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py",
         "src/transformers/models/qwen2_vl/modeling_qwen2_vl.py",
-        "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py"
+        "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py"
       ],
       "shared_directories": [
         "src/transformers/models/glm_image",
         "src/transformers/models/glm_ocr",
         "src/transformers/models/paddleocr_vl",
         "src/transformers/models/glm4v",
-        "src/transformers/models/qwen3_5_moe",
         "src/transformers/models/glm4v_moe",
         "src/transformers/models/qwen2_5_omni",
-        "src/transformers/models/qwen3_vl"
+        "src/transformers/models/qwen3_5_moe",
+        "src/transformers/models/ernie4_5_vl_moe"
       ],
       "pairwise": [
         {
           "left_pr_number": 45396,
           "right_pr_number": 45827,
-          "similarity": 0.55,
-          "content_similarity": 0.578,
+          "similarity": 0.549,
+          "content_similarity": 0.577,
           "size_similarity": 0.229,
           "breadth_similarity": 0.615,
           "concentration_similarity": 0.989,
@@ -1173,8 +1173,8 @@
         {
           "left_pr_number": 45396,
           "right_pr_number": 45783,
-          "similarity": 0.528,
-          "content_similarity": 0.459,
+          "similarity": 0.527,
+          "content_similarity": 0.457,
           "size_similarity": 0.761,
           "breadth_similarity": 0.465,
           "concentration_similarity": 0.919,
@@ -1206,8 +1206,8 @@
         {
           "left_pr_number": 41992,
           "right_pr_number": 45396,
-          "similarity": 0.509,
-          "content_similarity": 0.466,
+          "similarity": 0.508,
+          "content_similarity": 0.464,
           "size_similarity": 0.571,
           "breadth_similarity": 0.546,
           "concentration_similarity": 0.855,
@@ -1239,8 +1239,8 @@
         {
           "left_pr_number": 44973,
           "right_pr_number": 45827,
-          "similarity": 0.46,
-          "content_similarity": 0.464,
+          "similarity": 0.459,
+          "content_similarity": 0.462,
           "size_similarity": 0.047,
           "breadth_similarity": 0.793,
           "concentration_similarity": 0.979,
@@ -1272,8 +1272,8 @@
         {
           "left_pr_number": 45783,
           "right_pr_number": 45827,
-          "similarity": 0.43,
-          "content_similarity": 0.469,
+          "similarity": 0.429,
+          "content_similarity": 0.468,
           "size_similarity": 0.174,
           "breadth_similarity": 0.285,
           "concentration_similarity": 0.929,
@@ -1305,8 +1305,8 @@
         {
           "left_pr_number": 41992,
           "right_pr_number": 45783,
-          "similarity": 0.417,
-          "content_similarity": 0.258,
+          "similarity": 0.416,
+          "content_similarity": 0.256,
           "size_similarity": 0.751,
           "breadth_similarity": 0.851,
           "concentration_similarity": 0.774,
@@ -1338,8 +1338,8 @@
         {
           "left_pr_number": 44973,
           "right_pr_number": 45396,
-          "similarity": 0.398,
-          "content_similarity": 0.426,
+          "similarity": 0.397,
+          "content_similarity": 0.425,
           "size_similarity": 0.011,
           "breadth_similarity": 0.485,
           "concentration_similarity": 0.99,
@@ -1371,8 +1371,8 @@
         {
           "left_pr_number": 41992,
           "right_pr_number": 45827,
-          "similarity": 0.315,
-          "content_similarity": 0.314,
+          "similarity": 0.314,
+          "content_similarity": 0.313,
           "size_similarity": 0.131,
           "breadth_similarity": 0.335,
           "concentration_similarity": 0.845,
@@ -1404,8 +1404,8 @@
         {
           "left_pr_number": 44973,
           "right_pr_number": 45783,
-          "similarity": 0.277,
-          "content_similarity": 0.297,
+          "similarity": 0.276,
+          "content_similarity": 0.296,
           "size_similarity": 0.008,
           "breadth_similarity": 0.226,
           "concentration_similarity": 0.908,
@@ -1437,8 +1437,8 @@
         {
           "left_pr_number": 41992,
           "right_pr_number": 44973,
-          "similarity": 0.253,
-          "content_similarity": 0.261,
+          "similarity": 0.252,
+          "content_similarity": 0.259,
           "size_similarity": 0.006,
           "breadth_similarity": 0.266,
           "concentration_similarity": 0.866,
@@ -1899,7 +1899,7 @@
           "left_pr_number": 43656,
           "right_pr_number": 43842,
           "similarity": 0.592,
-          "content_similarity": 0.583,
+          "content_similarity": 0.584,
           "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2106,7 +2106,7 @@
           "left_pr_number": 44615,
           "right_pr_number": 45524,
           "similarity": 0.42,
-          "content_similarity": 0.336,
+          "content_similarity": 0.337,
           "size_similarity": 0.229,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2353,7 +2353,7 @@
         45422
       ],
       "representative_pr_number": 41606,
-      "average_similarity": 0.559,
+      "average_similarity": 0.558,
       "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
       "shared_filenames": [
         "tests/test_processing_common.py",
@@ -2387,7 +2387,7 @@
           "left_pr_number": 41606,
           "right_pr_number": 45422,
           "similarity": 0.501,
-          "content_similarity": 0.424,
+          "content_similarity": 0.423,
           "size_similarity": 0.569,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.881,
@@ -2613,7 +2613,7 @@
           "left_pr_number": 34667,
           "right_pr_number": 39683,
           "similarity": 0.536,
-          "content_similarity": 0.448,
+          "content_similarity": 0.449,
           "size_similarity": 0.478,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2738,7 +2738,7 @@
         45846
       ],
       "representative_pr_number": 43875,
-      "average_similarity": 0.424,
+      "average_similarity": 0.423,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`; representative PR #43875.",
       "shared_filenames": [
         "src/transformers/cache_utils.py",
@@ -2756,7 +2756,7 @@
           "right_pr_number": 45846,
           "similarity": 0.573,
           "content_similarity": 0.586,
-          "size_similarity": 0.101,
+          "size_similarity": 0.1,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.963,
           "shared_filenames": [
@@ -2791,9 +2791,9 @@
           "right_pr_number": 45846,
           "similarity": 0.333,
           "content_similarity": 0.352,
-          "size_similarity": 0.059,
+          "size_similarity": 0.058,
           "breadth_similarity": 0.5,
-          "concentration_similarity": 0.544,
+          "concentration_similarity": 0.543,
           "shared_filenames": [
             "src/transformers/cache_utils.py"
           ],
@@ -2842,7 +2842,7 @@
           "left_pr_number": 44407,
           "right_pr_number": 44550,
           "similarity": 0.364,
-          "content_similarity": 0.1,
+          "content_similarity": 0.101,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3881,7 +3881,7 @@
           "left_pr_number": 45332,
           "right_pr_number": 45333,
           "similarity": 0.497,
-          "content_similarity": 0.529,
+          "content_similarity": 0.528,
           "size_similarity": 0.215,
           "breadth_similarity": 0.479,
           "concentration_similarity": 0.945,
@@ -3997,7 +3997,7 @@
         45513
       ],
       "representative_pr_number": 45034,
-      "average_similarity": 0.477,
+      "average_similarity": 0.476,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `tests/models/qwen3_5/test_modeling_qwen3_5.py`, `src/transformers/models/qwen3_next/modeling_qwen3_next.py`; representative PR #45034.",
       "shared_filenames": [
         "src/transformers/models/qwen3_next/modular_qwen3_next.py",
@@ -4020,7 +4020,7 @@
         {
           "left_pr_number": 45034,
           "right_pr_number": 45513,
-          "similarity": 0.477,
+          "similarity": 0.476,
           "content_similarity": 0.445,
           "size_similarity": 0.309,
           "breadth_similarity": 0.829,
@@ -4221,7 +4221,7 @@
           "left_pr_number": 44606,
           "right_pr_number": 45086,
           "similarity": 0.416,
-          "content_similarity": 0.332,
+          "content_similarity": 0.333,
           "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7941c7bc3a56e806dac5352442815206d6aaaa86ee9a8c19ed7e3cc8d9998cd3
-size 1485492
+oid sha256:cc740f1d6d0b733e7b5aea1e070c06cfd194549c4353cb30fc8f7077899780fd
+size 1485920

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9618bef038c4bb57a67667f7b86dfdc33a12847276474c8077bb6e28664ae612
-size 22661762
+oid sha256:3f85e47f39d2ab048c699bea46d1588a0164f31a70bc297021a4fd06852316e3
+size 22668376

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7a3b65e554def6f8da6166887dc139381b0fd7abf5493b35837f7320060467e9
-size 42893501
+oid sha256:fa9c66bff703ef442c6d5f8f0db78fe4fda2e8d6a81a78b420157dcc8f8630ca
+size 42897259

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:01dadf7752d4b1f4b220dca952cfae10899b123008f656fe89607a437bcd0ae1
-size 1779760
+oid sha256:1e176d98caaa0260411359749749b752433b79ae06973d0a49393ecd867dbef4
+size 1784560

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d406c525881b6c2a8be0af32c015326904f9ae28d0bcd45d376e05d1ace77e33
-size 2385602
+oid sha256:1decefa0008542e43b9de23c5a23a65b9b348013928543ba2b5e4e758d0051f4
+size 2388528

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c39cda7fe535f012159112a15beca2ab295432ed9b8200a6549dacc97f84f2f5
-size 726446
+oid sha256:2cdfb0f395f2d27133258f62c884864939d8d442d61a404f369321aa79eb2d52
+size 727664

snapshots/20260509T120021Z/manifest.json

@@ -0,0 +1,41 @@
+{
+  "artifacts": {
+    "archived_pr_scope_clusters_json": "snapshots/20260509T120021Z/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": 10194,
+    "issues": 704,
+    "links": 3175,
+    "new_contributors": 357,
+    "pr_diffs": 2165,
+    "pr_files": 30583,
+    "pull_requests": 2165,
+    "review_comments": 14075,
+    "reviews": 8046,
+    "timeline_events": 43642
+  },
+  "crawl_started_at": "2026-05-09T12:00:21Z",
+  "delta_counts": {
+    "comments": 7,
+    "issue_stubs": 11,
+    "issues": 4,
+    "links": 9,
+    "pr_diffs": 7,
+    "pr_files": 56,
+    "pull_requests": 7,
+    "review_comments": 55,
+    "reviews": 35,
+    "timeline_events": 129
+  },
+  "extracted_at": "2026-05-09T12:00:21Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260509T120021Z",
+  "watermark": {
+    "effective_since": "2026-05-09T06:00:23Z",
+    "next_since": "2026-05-09T12:00:21Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260509T060023Z/manifest.json",
-  "latest_snapshot_id": "20260509T060023Z",
+  "archived_manifest_path": "snapshots/20260509T120021Z/manifest.json",
+  "latest_snapshot_id": "20260509T120021Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-05-09T06:00:23Z",
+  "next_since": "2026-05-09T12:00:21Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260509T060023Z"
+  "snapshot_dir": "snapshots/20260509T120021Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-05-09T00:00:27Z",
-  "last_successful_snapshot_id": "20260509T060023Z",
-  "next_since": "2026-05-09T06:00:23Z",
+  "effective_since": "2026-05-09T06:00:23Z",
+  "last_successful_snapshot_id": "20260509T120021Z",
+  "next_since": "2026-05-09T12:00:21Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-05-09T06:00:23Z"
+  "updated_at": "2026-05-09T12:00:21Z"
 }