Refresh transformers dataset snapshot 20260420T120036Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260420T094431Z`
+- latest snapshot: `20260420T120036Z`
 - 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:e327302bd1f2868b0afd4cbb935f40fd7dca4801ac1e010118be4d443563b84f
-size 1826978
+oid sha256:58036851c69469b5ac986f4403b65ad1471cdcabae6e68e859c51558bdd8a62d
+size 1828485

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0a28699f8cbf744880deb5cdbd92ae367ea28fff3af631d5a8889af0b974bf70
-size 600515
+oid sha256:6403ace43d5ff6868901972b6cec1f2f126bbeb3f5c12c345be4607fbef2ea6b
+size 601115

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:59ca83ce7cac7392b2f711f2faafddcdfeb56ef7b3c24cce2389ea0bd5a7c664
-size 836697
+oid sha256:cd40cf77bb766d34dca812d9537e6585b62290a3d9dd2462cf0be0f63aa491a2
+size 838102

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d5451f3de5bc1d26364de098f85b6318c28cb376df858d22491fd8ad5253f4f5
-size 32319
+oid sha256:d913510b8ec1ed4aee2df64b3f13f7bb7dd4226b48f9ae46e66ec390bd7f0fbd
+size 32337

manifest.json

@@ -1,41 +1,41 @@
 {
   "artifacts": {
-    "archived_pr_scope_clusters_json": "snapshots/20260420T094431Z/pr-scope-clusters.json",
+    "archived_pr_scope_clusters_json": "snapshots/20260420T120036Z/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": 8434,
-    "issues": 627,
+    "comments": 8445,
+    "issues": 628,
     "links": 2590,
     "new_contributors": 359,
-    "pr_diffs": 1886,
-    "pr_files": 26257,
-    "pull_requests": 1886,
-    "review_comments": 12057,
-    "reviews": 6946,
-    "timeline_events": 37915
+    "pr_diffs": 1889,
+    "pr_files": 26298,
+    "pull_requests": 1889,
+    "review_comments": 12065,
+    "reviews": 6954,
+    "timeline_events": 37942
   },
-  "crawl_started_at": "2026-04-20T09:44:31Z",
+  "crawl_started_at": "2026-04-20T12:00:36Z",
   "delta_counts": {
-    "comments": 24,
-    "issue_stubs": 28,
-    "issues": 6,
-    "links": 16,
-    "pr_diffs": 22,
-    "pr_files": 377,
-    "pull_requests": 22,
-    "review_comments": 231,
-    "reviews": 112,
-    "timeline_events": 643
+    "comments": 11,
+    "issue_stubs": 15,
+    "issues": 1,
+    "links": 7,
+    "pr_diffs": 14,
+    "pr_files": 374,
+    "pull_requests": 14,
+    "review_comments": 183,
+    "reviews": 74,
+    "timeline_events": 407
   },
-  "extracted_at": "2026-04-20T09:44:31Z",
+  "extracted_at": "2026-04-20T12:00:36Z",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260420T094431Z",
+  "snapshot_id": "20260420T120036Z",
   "watermark": {
-    "effective_since": "2026-04-20T06:00:46Z",
-    "next_since": "2026-04-20T09:44:31Z"
+    "effective_since": "2026-04-20T09:44:31Z",
+    "next_since": "2026-04-20T12:00:36Z"
   }
 }

new-contributors-report.json

@@ -1,25 +1,25 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260420T094431Z",
-  "generated_at": "2026-04-20T09:45:37Z",
+  "snapshot_id": "20260420T120036Z",
+  "generated_at": "2026-04-20T12:01:25Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
     "selected_contributors": 359,
     "first_seen_in_snapshot": 0,
-    "known_via_prior_merged_pr": 147,
+    "known_via_prior_merged_pr": 148,
     "previous_primary_author_count": 964,
     "selected_seen_in_previous_primary": 359,
     "previous_report_contributor_count": 359,
     "selected_overlap_previous_report": 359,
     "selected_overlap_previous_report_rate": 1.0,
     "reused_previous_report_entries": 356,
-    "reused_known_merged_contributors": 146,
+    "reused_known_merged_contributors": 147,
     "live_fetches": 3,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 0.516,
+    "enrichment_elapsed_seconds": 0.486,
     "enrichment_avg_seconds_per_author": 0.001,
     "enrichment_failures": 3
   },
@@ -31,14 +31,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez",
       "repo_first_seen_at": "2025-03-19T10:58:02Z",
-      "repo_last_seen_at": "2026-04-20T07:34:43Z",
-      "repo_primary_artifact_count": 75,
-      "repo_artifact_count": 1001,
+      "repo_last_seen_at": "2026-04-20T10:25:06Z",
+      "repo_primary_artifact_count": 76,
+      "repo_artifact_count": 1008,
       "snapshot_issue_count": 0,
-      "snapshot_pr_count": 75,
+      "snapshot_pr_count": 76,
       "snapshot_comment_count": 204,
-      "snapshot_review_count": 281,
-      "snapshot_review_comment_count": 441,
+      "snapshot_review_count": 284,
+      "snapshot_review_comment_count": 444,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -68,6 +68,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45527,
+            "title": "Reapply modular to examples",
+            "url": "https://github.com/huggingface/transformers/pull/45527",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-20T10:05:43Z"
+          },
           {
             "kind": "pull_request",
             "number": 45489,
@@ -87,16 +97,6 @@
             "merged": true,
             "draft": false,
             "created_at": "2026-04-15T08:06:53Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45358,
-            "title": "Fix vlm weight mappings",
-            "url": "https://github.com/huggingface/transformers/pull/45358",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-10T10:19:42Z"
           }
         ],
         "issues": []
@@ -110,11 +110,11 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade",
       "repo_first_seen_at": "2026-01-21T16:52:29Z",
-      "repo_last_seen_at": "2026-04-20T09:27:06Z",
-      "repo_primary_artifact_count": 80,
-      "repo_artifact_count": 525,
+      "repo_last_seen_at": "2026-04-20T10:08:06Z",
+      "repo_primary_artifact_count": 81,
+      "repo_artifact_count": 526,
       "snapshot_issue_count": 6,
-      "snapshot_pr_count": 74,
+      "snapshot_pr_count": 75,
       "snapshot_comment_count": 139,
       "snapshot_review_count": 158,
       "snapshot_review_comment_count": 148,
@@ -149,6 +149,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45528,
+            "title": "chore: fix consistency",
+            "url": "https://github.com/huggingface/transformers/pull/45528",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-20T10:08:06Z"
+          },
           {
             "kind": "pull_request",
             "number": 45475,
@@ -168,16 +178,6 @@
             "merged": false,
             "draft": false,
             "created_at": "2026-04-15T15:37:15Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45456,
-            "title": "refactor(qa): extend extras so ty can run on server modules",
-            "url": "https://github.com/huggingface/transformers/pull/45456",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-15T12:10:18Z"
           }
         ],
         "issues": [
@@ -299,14 +299,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp",
       "repo_first_seen_at": "2024-09-26T09:23:39Z",
-      "repo_last_seen_at": "2026-04-20T08:07:45Z",
+      "repo_last_seen_at": "2026-04-20T10:14:33Z",
       "repo_primary_artifact_count": 67,
-      "repo_artifact_count": 2642,
+      "repo_artifact_count": 2644,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 67,
       "snapshot_comment_count": 443,
-      "snapshot_review_count": 633,
-      "snapshot_review_comment_count": 1499,
+      "snapshot_review_count": 634,
+      "snapshot_review_comment_count": 1500,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -1110,8 +1110,8 @@
             "number": 45078,
             "title": "throw error when conversion required",
             "url": "https://github.com/huggingface/transformers/pull/45078",
-            "state": "open",
-            "merged": false,
+            "state": "closed",
+            "merged": true,
             "draft": false,
             "created_at": "2026-03-27T23:06:36Z"
           }
@@ -1283,11 +1283,11 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or",
       "repo_first_seen_at": "2026-01-13T09:15:18Z",
-      "repo_last_seen_at": "2026-04-17T02:59:55Z",
-      "repo_primary_artifact_count": 19,
-      "repo_artifact_count": 278,
+      "repo_last_seen_at": "2026-04-20T10:33:54Z",
+      "repo_primary_artifact_count": 20,
+      "repo_artifact_count": 279,
       "snapshot_issue_count": 0,
-      "snapshot_pr_count": 19,
+      "snapshot_pr_count": 20,
       "snapshot_comment_count": 35,
       "snapshot_review_count": 105,
       "snapshot_review_comment_count": 119,
@@ -1318,6 +1318,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45530,
+            "title": "[CB] Changes for long generation",
+            "url": "https://github.com/huggingface/transformers/pull/45530",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-04-20T10:33:54Z"
+          },
           {
             "kind": "pull_request",
             "number": 45323,
@@ -1337,16 +1347,6 @@
             "merged": false,
             "draft": true,
             "created_at": "2026-04-02T10:12:00Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45179,
-            "title": "[CB] Tweaks to update and minor fixes",
-            "url": "https://github.com/huggingface/transformers/pull/45179",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-02T06:15:08Z"
           }
         ],
         "issues": []
@@ -1658,14 +1658,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb",
       "repo_first_seen_at": "2025-01-20T12:27:19Z",
-      "repo_last_seen_at": "2026-04-19T09:02:33Z",
+      "repo_last_seen_at": "2026-04-20T09:58:40Z",
       "repo_primary_artifact_count": 17,
-      "repo_artifact_count": 404,
+      "repo_artifact_count": 408,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 17,
       "snapshot_comment_count": 28,
-      "snapshot_review_count": 116,
-      "snapshot_review_comment_count": 243,
+      "snapshot_review_count": 118,
+      "snapshot_review_comment_count": 245,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -2118,14 +2118,14 @@
       "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": "2026-04-20T09:28:35Z",
+      "repo_last_seen_at": "2026-04-20T11:49:08Z",
       "repo_primary_artifact_count": 17,
-      "repo_artifact_count": 301,
+      "repo_artifact_count": 303,
       "snapshot_issue_count": 2,
       "snapshot_pr_count": 15,
       "snapshot_comment_count": 31,
-      "snapshot_review_count": 138,
-      "snapshot_review_comment_count": 115,
+      "snapshot_review_count": 139,
+      "snapshot_review_comment_count": 116,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -2553,14 +2553,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille",
       "repo_first_seen_at": "2025-11-26T16:58:10Z",
-      "repo_last_seen_at": "2026-04-15T14:57:15Z",
+      "repo_last_seen_at": "2026-04-20T11:03:34Z",
       "repo_primary_artifact_count": 13,
-      "repo_artifact_count": 177,
+      "repo_artifact_count": 179,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 13,
       "snapshot_comment_count": 23,
-      "snapshot_review_count": 67,
-      "snapshot_review_comment_count": 74,
+      "snapshot_review_count": 68,
+      "snapshot_review_comment_count": 75,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -9183,7 +9183,7 @@
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
+      "known_via_prior_merged_pr": true,
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
@@ -21592,12 +21592,12 @@
       "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": "2026-04-06T09:23:17Z",
+      "repo_last_seen_at": "2026-04-20T10:27:14Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 5,
+      "repo_artifact_count": 6,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 4,
+      "snapshot_comment_count": 5,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260420T094431Z`
-- Generated: `2026-04-20T09:45:37Z`
+- Snapshot: `20260420T120036Z`
+- Generated: `2026-04-20T12:01:25Z`
 - Activity window: `60d`
 - Contributors: `359`
 
@@ -9,8 +9,8 @@
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 75 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
-| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 74 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
+| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 76 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 75 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 72 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 67 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 59 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -23,7 +23,7 @@
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 27 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
 | `ManasVardhan` | [profile](https://github.com/ManasVardhan) | no | NONE | 2488d | `2026-02-15T11:10:48Z` | 22 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-10-03T15:26:01Z` | 22 | 0 | strong | low | low | targets high-star repos |
-| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 19 | 0 | strong | low | low | targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 20 | 0 | strong | low | low | targets high-star repos |
 | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 18 | 4 | strong | moderate | low | high recent PR volume |
 | `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -377,12 +377,12 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
 - repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-04-20T07:34:43Z`
+- repo last seen: `2026-04-20T10:25:06Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **75**
-- snapshot authored PRs/issues: **75 PRs / 0 issues**
-- snapshot discussion activity: **204 comments / 281 reviews / 441 review comments**
+- repo primary artifacts: **76**
+- snapshot authored PRs/issues: **76 PRs / 0 issues**
+- snapshot discussion activity: **204 comments / 284 reviews / 444 review comments**
 - account age: **2036 days**
 - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: `huggingface`
@@ -390,9 +390,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45527: Reapply modular to examples](https://github.com/huggingface/transformers/pull/45527) — open
 - [PR #45489: Align gemma3n cache sharing to gemma4](https://github.com/huggingface/transformers/pull/45489) — open
 - [PR #45448: [loading] Clean way to add/remove full parts in checkpoint names](https://github.com/huggingface/transformers/pull/45448) — closed, merged
-- [PR #45358: Fix vlm weight mappings](https://github.com/huggingface/transformers/pull/45358) �� closed, merged
 
 ### `tarekziade`
 
@@ -400,11 +400,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade)
 - repo first seen: `2026-01-21T16:52:29Z`
-- repo last seen: `2026-04-20T09:27:06Z`
+- repo last seen: `2026-04-20T10:08:06Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **80**
-- snapshot authored PRs/issues: **74 PRs / 6 issues**
+- repo primary artifacts: **81**
+- snapshot authored PRs/issues: **75 PRs / 6 issues**
 - snapshot discussion activity: **139 comments / 158 reviews / 148 review comments**
 - account age: **5839 days**
 - recent public PR activity: **108 PRs** (92 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
@@ -413,9 +413,9 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
+- [PR #45528: chore: fix consistency](https://github.com/huggingface/transformers/pull/45528) — open
 - [PR #45475: chore(qa): split out mlinter](https://github.com/huggingface/transformers/pull/45475) — closed, merged
 - [PR #45462: chore(sec): added a handful of security checks](https://github.com/huggingface/transformers/pull/45462) — open
-- [PR #45456: refactor(qa): extend extras so ty can run on server modules](https://github.com/huggingface/transformers/pull/45456) — closed, merged
 - [Issue #45458: Add typing support incrementally (meta issue)](https://github.com/huggingface/transformers/issues/45458) — open
 - [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — open
 - [Issue #44619: Plug model rule in development flow and extend it](https://github.com/huggingface/transformers/issues/44619) — open
@@ -449,12 +449,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-04-20T08:07:45Z`
+- repo last seen: `2026-04-20T10:14:33Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **67**
 - snapshot authored PRs/issues: **67 PRs / 0 issues**
-- snapshot discussion activity: **443 comments / 633 reviews / 1499 review comments**
+- snapshot discussion activity: **443 comments / 634 reviews / 1500 review comments**
 - account age: **1508 days**
 - recent public PR activity: **50 PRs** (33 merged / 6 closed-unmerged / 11 open; merged rate **66%**, closed-unmerged rate **12%**, open rate **22%**)
 - public orgs: `huggingface`, `deeppavlov`
@@ -660,7 +660,7 @@ Example artifacts:
 Example artifacts:
 - [PR #45435: do not index past decoded chars with special tokens](https://github.com/huggingface/transformers/pull/45435) — open
 - [PR #45133: Add sarvam model](https://github.com/huggingface/transformers/pull/45133) — open, draft
-- [PR #45078: throw error when conversion required](https://github.com/huggingface/transformers/pull/45078) — open
+- [PR #45078: throw error when conversion required](https://github.com/huggingface/transformers/pull/45078) — closed, merged
 
 ### `ManasVardhan`
 
@@ -714,11 +714,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-04-17T02:59:55Z`
+- repo last seen: `2026-04-20T10:33:54Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **19**
-- snapshot authored PRs/issues: **19 PRs / 0 issues**
+- repo primary artifacts: **20**
+- snapshot authored PRs/issues: **20 PRs / 0 issues**
 - snapshot discussion activity: **35 comments / 105 reviews / 119 review comments**
 - account age: **1813 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
@@ -727,9 +727,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #45530: [CB] Changes for long generation](https://github.com/huggingface/transformers/pull/45530) — open, draft
 - [PR #45323: [CB] Fix capture of max_seqlen](https://github.com/huggingface/transformers/pull/45323) — closed, merged
 - [PR #45184: [CB] [Major] Add CPU request offloading](https://github.com/huggingface/transformers/pull/45184) — open, draft
-- [PR #45179: [CB] Tweaks to update and minor fixes](https://github.com/huggingface/transformers/pull/45179) — closed, merged
 
 ### `tomaarsen`
 
@@ -812,12 +812,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb)
 - repo first seen: `2025-01-20T12:27:19Z`
-- repo last seen: `2026-04-19T09:02:33Z`
+- repo last seen: `2026-04-20T09:58:40Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **17**
 - snapshot authored PRs/issues: **17 PRs / 0 issues**
-- snapshot discussion activity: **28 comments / 116 reviews / 243 review comments**
+- snapshot discussion activity: **28 comments / 118 reviews / 245 review comments**
 - account age: **1607 days**
 - recent public PR activity: **11 PRs** (8 merged / 0 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: none visible
@@ -934,12 +934,12 @@ 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: `2026-04-20T09:28:35Z`
+- repo last seen: `2026-04-20T11:49:08Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **17**
 - snapshot authored PRs/issues: **15 PRs / 2 issues**
-- snapshot discussion activity: **31 comments / 138 reviews / 115 review comments**
+- snapshot discussion activity: **31 comments / 139 reviews / 116 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`
@@ -1053,12 +1053,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille)
 - repo first seen: `2025-11-26T16:58:10Z`
-- repo last seen: `2026-04-15T14:57:15Z`
+- repo last seen: `2026-04-20T11:03:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **13**
 - snapshot authored PRs/issues: **13 PRs / 0 issues**
-- snapshot discussion activity: **23 comments / 67 reviews / 74 review comments**
+- snapshot discussion activity: **23 comments / 68 reviews / 75 review comments**
 - account age: **2625 days**
 - recent public PR activity: **9 PRs** (4 merged / 0 closed-unmerged / 5 open; merged rate **44%**, closed-unmerged rate **0%**, open rate **56%**)
 - public orgs: `huggingface`
@@ -7334,12 +7334,12 @@ Example artifacts:
 - 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: `2026-04-06T09:23:17Z`
+- repo last seen: `2026-04-20T10:27:14Z`
 - 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: **4 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 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

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a37d0d333fb65a66d48e006c81155ad296a9681f12df72239f9e08e784f3e2c9
-size 63843
+oid sha256:8f44de6312b45663daed4e8196eee5e3b0e3e03654e75d3a4dd66509b1ba1a3b
+size 63828

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260420T094431Z",
-  "generated_at": "2026-04-20T09:45:36Z",
+  "snapshot_id": "20260420T120036Z",
+  "generated_at": "2026-04-20T12:01:24Z",
   "cluster_count": 43,
   "pr_scope_clusters": [
     {
@@ -46,7 +46,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 45067,
           "similarity": 0.62,
-          "content_similarity": 0.457,
+          "content_similarity": 0.458,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -221,7 +221,7 @@
         {
           "left_pr_number": 44660,
           "right_pr_number": 45067,
-          "similarity": 0.44,
+          "similarity": 0.441,
           "content_similarity": 0.364,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
@@ -285,7 +285,7 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 44123,
-          "similarity": 0.43,
+          "similarity": 0.431,
           "content_similarity": 0.331,
           "size_similarity": 0.327,
           "breadth_similarity": 1.0,
@@ -379,11 +379,11 @@
           ]
         },
         {
-          "left_pr_number": 44257,
-          "right_pr_number": 45067,
+          "left_pr_number": 43663,
+          "right_pr_number": 45055,
           "similarity": 0.404,
-          "content_similarity": 0.312,
-          "size_similarity": 0.24,
+          "content_similarity": 0.337,
+          "size_similarity": 0.12,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -395,11 +395,11 @@
           ]
         },
         {
-          "left_pr_number": 43663,
-          "right_pr_number": 45055,
-          "similarity": 0.403,
-          "content_similarity": 0.336,
-          "size_similarity": 0.12,
+          "left_pr_number": 44257,
+          "right_pr_number": 45067,
+          "similarity": 0.404,
+          "content_similarity": 0.312,
+          "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -509,7 +509,7 @@
         {
           "left_pr_number": 44257,
           "right_pr_number": 45055,
-          "similarity": 0.385,
+          "similarity": 0.386,
           "content_similarity": 0.229,
           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
@@ -542,7 +542,7 @@
           "left_pr_number": 44123,
           "right_pr_number": 44189,
           "similarity": 0.38,
-          "content_similarity": 0.312,
+          "content_similarity": 0.313,
           "size_similarity": 0.073,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -622,7 +622,7 @@
           "left_pr_number": 44123,
           "right_pr_number": 44257,
           "similarity": 0.361,
-          "content_similarity": 0.277,
+          "content_similarity": 0.278,
           "size_similarity": 0.109,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -635,11 +635,11 @@
           ]
         },
         {
-          "left_pr_number": 43636,
-          "right_pr_number": 45055,
-          "similarity": 0.351,
-          "content_similarity": 0.228,
-          "size_similarity": 0.273,
+          "left_pr_number": 45067,
+          "right_pr_number": 45273,
+          "similarity": 0.352,
+          "content_similarity": 0.271,
+          "size_similarity": 0.08,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -651,11 +651,11 @@
           ]
         },
         {
-          "left_pr_number": 45067,
-          "right_pr_number": 45273,
+          "left_pr_number": 43636,
+          "right_pr_number": 45055,
           "similarity": 0.351,
-          "content_similarity": 0.271,
-          "size_similarity": 0.08,
+          "content_similarity": 0.228,
+          "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -669,7 +669,7 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 45055,
-          "similarity": 0.347,
+          "similarity": 0.348,
           "content_similarity": 0.27,
           "size_similarity": 0.055,
           "breadth_similarity": 1.0,
@@ -734,7 +734,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 45273,
           "similarity": 0.32,
-          "content_similarity": 0.203,
+          "content_similarity": 0.204,
           "size_similarity": 0.182,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -937,7 +937,7 @@
           "left_pr_number": 45294,
           "right_pr_number": 45454,
           "similarity": 0.43,
-          "content_similarity": 0.337,
+          "content_similarity": 0.338,
           "size_similarity": 0.649,
           "breadth_similarity": 0.757,
           "concentration_similarity": 0.416,
@@ -1091,197 +1091,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-43656-5",
-      "pr_numbers": [
-        43656,
-        43836,
-        43842,
-        44558,
-        44682
-      ],
-      "representative_pr_number": 43836,
-      "average_similarity": 0.499,
-      "summary": "5 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
-      "shared_filenames": [
-        "src/transformers/cli/serve.py"
-      ],
-      "shared_directories": [
-        "src/transformers/cli"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 43656,
-          "right_pr_number": 43836,
-          "similarity": 0.683,
-          "content_similarity": 0.736,
-          "size_similarity": 0.121,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43836,
-          "right_pr_number": 43842,
-          "similarity": 0.61,
-          "content_similarity": 0.652,
-          "size_similarity": 0.027,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43836,
-          "right_pr_number": 44682,
-          "similarity": 0.602,
-          "content_similarity": 0.646,
-          "size_similarity": 0.398,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.802,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43656,
-          "right_pr_number": 43842,
-          "similarity": 0.59,
-          "content_similarity": 0.581,
-          "size_similarity": 0.222,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 44558,
-          "right_pr_number": 44682,
-          "similarity": 0.533,
-          "content_similarity": 0.402,
-          "size_similarity": 0.984,
-          "breadth_similarity": 0.667,
-          "concentration_similarity": 0.752,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43836,
-          "right_pr_number": 44558,
-          "similarity": 0.463,
-          "content_similarity": 0.488,
-          "size_similarity": 0.405,
-          "breadth_similarity": 0.333,
-          "concentration_similarity": 0.554,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43656,
-          "right_pr_number": 44682,
-          "similarity": 0.44,
-          "content_similarity": 0.49,
-          "size_similarity": 0.048,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.802,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43842,
-          "right_pr_number": 44682,
-          "similarity": 0.407,
-          "content_similarity": 0.451,
-          "size_similarity": 0.011,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.802,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43656,
-          "right_pr_number": 44558,
-          "similarity": 0.353,
-          "content_similarity": 0.407,
-          "size_similarity": 0.049,
-          "breadth_similarity": 0.333,
-          "concentration_similarity": 0.554,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43842,
-          "right_pr_number": 44558,
-          "similarity": 0.303,
-          "content_similarity": 0.343,
-          "size_similarity": 0.011,
-          "breadth_similarity": 0.333,
-          "concentration_similarity": 0.554,
-          "shared_filenames": [
-            "src/transformers/cli/serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44070-4",
       "pr_numbers": [
@@ -1348,7 +1157,7 @@
         {
           "left_pr_number": 44070,
           "right_pr_number": 45506,
-          "similarity": 0.647,
+          "similarity": 0.648,
           "content_similarity": 0.61,
           "size_similarity": 0.713,
           "breadth_similarity": 0.75,
@@ -1427,6 +1236,128 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43656-4",
+      "pr_numbers": [
+        43656,
+        43836,
+        43842,
+        44682
+      ],
+      "representative_pr_number": 43836,
+      "average_similarity": 0.554,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
+      "shared_filenames": [
+        "src/transformers/cli/serve.py"
+      ],
+      "shared_directories": [
+        "src/transformers/cli"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 43656,
+          "right_pr_number": 43836,
+          "similarity": 0.684,
+          "content_similarity": 0.737,
+          "size_similarity": 0.121,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43836,
+          "right_pr_number": 43842,
+          "similarity": 0.607,
+          "content_similarity": 0.647,
+          "size_similarity": 0.027,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43836,
+          "right_pr_number": 44682,
+          "similarity": 0.601,
+          "content_similarity": 0.644,
+          "size_similarity": 0.398,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.802,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43656,
+          "right_pr_number": 43842,
+          "similarity": 0.591,
+          "content_similarity": 0.582,
+          "size_similarity": 0.222,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43656,
+          "right_pr_number": 44682,
+          "similarity": 0.437,
+          "content_similarity": 0.485,
+          "size_similarity": 0.048,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.802,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43842,
+          "right_pr_number": 44682,
+          "similarity": 0.406,
+          "content_similarity": 0.449,
+          "size_similarity": 0.011,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.802,
+          "shared_filenames": [
+            "src/transformers/cli/serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41992-4",
       "pr_numbers": [
@@ -1450,13 +1381,13 @@
       ],
       "shared_directories": [
         "src/transformers/models/glm_ocr",
-        "src/transformers/models/paddleocr_vl",
         "src/transformers/models/qwen2_5_omni",
         "src/transformers/models/qwen3_5_moe",
-        "src/transformers/models/video_llama_3",
         "src/transformers/models/glm4v",
         "src/transformers/models/glm4v_moe",
-        "src/transformers/models/qwen2_5_vl"
+        "src/transformers/models/paddleocr_vl",
+        "src/transformers/models/qwen2_5_vl",
+        "src/transformers/models/qwen2_vl"
       ],
       "pairwise": [
         {
@@ -1496,7 +1427,7 @@
           "left_pr_number": 44157,
           "right_pr_number": 44973,
           "similarity": 0.551,
-          "content_similarity": 0.588,
+          "content_similarity": 0.587,
           "size_similarity": 0.029,
           "breadth_similarity": 0.896,
           "concentration_similarity": 0.919,
@@ -1681,7 +1612,7 @@
           "left_pr_number": 34667,
           "right_pr_number": 39683,
           "similarity": 0.553,
-          "content_similarity": 0.473,
+          "content_similarity": 0.474,
           "size_similarity": 0.478,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2134,7 +2065,7 @@
           "left_pr_number": 43997,
           "right_pr_number": 44007,
           "similarity": 0.619,
-          "content_similarity": 0.652,
+          "content_similarity": 0.653,
           "size_similarity": 0.679,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.548,
@@ -2165,90 +2096,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-45078-3",
-      "pr_numbers": [
-        45078,
-        45293,
-        45317
-      ],
-      "representative_pr_number": 45078,
-      "average_similarity": 0.513,
-      "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45078.",
-      "shared_filenames": [
-        "tests/models/auto/test_tokenization_auto.py",
-        "src/transformers/models/auto/tokenization_auto.py"
-      ],
-      "shared_directories": [
-        "tests/models/auto",
-        "tests/models",
-        "tests",
-        "src/transformers/models/auto",
-        "src/transformers/models"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 45078,
-          "right_pr_number": 45293,
-          "similarity": 0.528,
-          "content_similarity": 0.452,
-          "size_similarity": 0.476,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.798,
-          "shared_filenames": [
-            "src/transformers/models/auto/tokenization_auto.py",
-            "tests/models/auto/test_tokenization_auto.py"
-          ],
-          "shared_directories": [
-            "src/transformers/models/auto",
-            "src/transformers/models",
-            "tests/models/auto",
-            "src/transformers",
-            "tests/models",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 45078,
-          "right_pr_number": 45317,
-          "similarity": 0.51,
-          "content_similarity": 0.393,
-          "size_similarity": 0.643,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.77,
-          "shared_filenames": [
-            "tests/models/auto/test_tokenization_auto.py"
-          ],
-          "shared_directories": [
-            "tests/models/auto",
-            "src/transformers",
-            "tests/models",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 45293,
-          "right_pr_number": 45317,
-          "similarity": 0.5,
-          "content_similarity": 0.344,
-          "size_similarity": 0.741,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.972,
-          "shared_filenames": [
-            "tests/models/auto/test_tokenization_auto.py"
-          ],
-          "shared_directories": [
-            "tests/models/auto",
-            "src/transformers",
-            "tests/models",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-43875-3",
       "pr_numbers": [
@@ -2379,6 +2226,90 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44558-3",
+      "pr_numbers": [
+        44558,
+        45443,
+        45485
+      ],
+      "representative_pr_number": 45485,
+      "average_similarity": 0.406,
+      "summary": "3 open PRs share weighted file overlap around `tests/cli/test_serve.py`, `src/transformers/cli/serving/utils.py`; representative PR #45485.",
+      "shared_filenames": [
+        "tests/cli/test_serve.py",
+        "src/transformers/cli/serving/utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/cli/serving",
+        "src/transformers/cli",
+        "tests/cli",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45443,
+          "right_pr_number": 45485,
+          "similarity": 0.521,
+          "content_similarity": 0.577,
+          "size_similarity": 0.03,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.767,
+          "shared_filenames": [
+            "src/transformers/cli/serving/utils.py",
+            "tests/cli/test_serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli/serving",
+            "src/transformers/cli",
+            "src/transformers",
+            "tests/cli",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 44558,
+          "right_pr_number": 45485,
+          "similarity": 0.392,
+          "content_similarity": 0.329,
+          "size_similarity": 0.336,
+          "breadth_similarity": 0.65,
+          "concentration_similarity": 0.931,
+          "shared_filenames": [
+            "tests/cli/test_serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli/serving",
+            "src/transformers/cli",
+            "src/transformers",
+            "tests/cli",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 44558,
+          "right_pr_number": 45443,
+          "similarity": 0.304,
+          "content_similarity": 0.291,
+          "size_similarity": 0.089,
+          "breadth_similarity": 0.45,
+          "concentration_similarity": 0.836,
+          "shared_filenames": [
+            "tests/cli/test_serve.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli/serving",
+            "src/transformers/cli",
+            "src/transformers",
+            "tests/cli",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44385-3",
       "pr_numbers": [
@@ -3183,49 +3114,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-45443-2",
-      "pr_numbers": [
-        45443,
-        45485
-      ],
-      "representative_pr_number": 45443,
-      "average_similarity": 0.523,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/utils.py`, `tests/cli/test_serve.py`; representative PR #45443.",
-      "shared_filenames": [
-        "src/transformers/cli/serving/utils.py",
-        "tests/cli/test_serve.py"
-      ],
-      "shared_directories": [
-        "src/transformers/cli/serving",
-        "src/transformers/cli",
-        "tests/cli",
-        "tests"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 45443,
-          "right_pr_number": 45485,
-          "similarity": 0.523,
-          "content_similarity": 0.578,
-          "size_similarity": 0.03,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.767,
-          "shared_filenames": [
-            "src/transformers/cli/serving/utils.py",
-            "tests/cli/test_serve.py"
-          ],
-          "shared_directories": [
-            "src/transformers/cli/serving",
-            "src/transformers/cli",
-            "src/transformers",
-            "tests/cli",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-43532-2",
       "pr_numbers": [
@@ -3275,6 +3163,45 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45293-2",
+      "pr_numbers": [
+        45293,
+        45317
+      ],
+      "representative_pr_number": 45293,
+      "average_similarity": 0.508,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`; representative PR #45293.",
+      "shared_filenames": [
+        "tests/models/auto/test_tokenization_auto.py"
+      ],
+      "shared_directories": [
+        "tests/models/auto",
+        "tests/models",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45293,
+          "right_pr_number": 45317,
+          "similarity": 0.508,
+          "content_similarity": 0.354,
+          "size_similarity": 0.741,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.972,
+          "shared_filenames": [
+            "tests/models/auto/test_tokenization_auto.py"
+          ],
+          "shared_directories": [
+            "tests/models/auto",
+            "src/transformers",
+            "tests/models",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44543-2",
       "pr_numbers": [
@@ -3282,7 +3209,7 @@
         45422
       ],
       "representative_pr_number": 44543,
-      "average_similarity": 0.502,
+      "average_similarity": 0.503,
       "summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.",
       "shared_filenames": [
         "tests/test_processing_common.py",
@@ -3295,7 +3222,7 @@
         {
           "left_pr_number": 44543,
           "right_pr_number": 45422,
-          "similarity": 0.502,
+          "similarity": 0.503,
           "content_similarity": 0.482,
           "size_similarity": 0.331,
           "breadth_similarity": 0.75,
@@ -3687,7 +3614,7 @@
         45386
       ],
       "representative_pr_number": 43757,
-      "average_similarity": 0.389,
+      "average_similarity": 0.39,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #43757.",
       "shared_filenames": [
         "src/transformers/modeling_gguf_pytorch_utils.py"
@@ -3697,8 +3624,8 @@
         {
           "left_pr_number": 43757,
           "right_pr_number": 45386,
-          "similarity": 0.389,
-          "content_similarity": 0.316,
+          "similarity": 0.39,
+          "content_similarity": 0.317,
           "size_similarity": 0.441,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.533,

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:10cd748af6f256812d7e446802d6c9ab2a668821272ebfb7808e6cced09bc409
-size 1210482
+oid sha256:0e830419bf3d1cdca5caf4e187db17228426ce45827a01e5a574c40eebb12787
+size 1211587

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:42f939a08a171e23ab85fc8545c36413f3a7702fc2ef38ee6c1d30ad3425af95
-size 21770810
+oid sha256:4f8e91b6e2b9fa8d9c85bc716f802f6527e113921d6bbb27a976b087fb342a53
+size 21781602

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c8f93d0d49dd7be8e36cf90e7e1b34c3ecbbf1d2ff8b5c93c87bc3602e0e8ca6
-size 37657386
+oid sha256:d8277ec95f0c33cbdae78516b074d41eaf0ea7c358d1068eb8f71314e59c534f
+size 37696344

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bbcfde7029932272d2a807a1626ee0c0cde6b0cf18bf164c0da4da976016c1d7
-size 1518838
+oid sha256:51d6d0f93dfafe62b58da97a181f902c215bd9dcc39b2f4cf65660e4cb2b2515
+size 1520888

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:477022861a826628bd346504038b91b5c7181301a3b6f96bb85bd2d48cc2f881
-size 2055961
+oid sha256:9ab491737f7aca32d76e94f3c83958097889df2b6be3d3dde2996316f37613fe
+size 2057394

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:02ecfc5d4a9beed94d9447d63379d9385fa819a3b1cca2d18301f712775d0a49
-size 635214
+oid sha256:b935f1394765f8b8bc577761bb3c52af4d4d6590ca2af03ce26020037405b722
+size 635838

snapshots/20260420T120036Z/manifest.json

@@ -0,0 +1,41 @@
+{
+  "artifacts": {
+    "archived_pr_scope_clusters_json": "snapshots/20260420T120036Z/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": 8445,
+    "issues": 628,
+    "links": 2590,
+    "new_contributors": 359,
+    "pr_diffs": 1889,
+    "pr_files": 26298,
+    "pull_requests": 1889,
+    "review_comments": 12065,
+    "reviews": 6954,
+    "timeline_events": 37942
+  },
+  "crawl_started_at": "2026-04-20T12:00:36Z",
+  "delta_counts": {
+    "comments": 11,
+    "issue_stubs": 15,
+    "issues": 1,
+    "links": 7,
+    "pr_diffs": 14,
+    "pr_files": 374,
+    "pull_requests": 14,
+    "review_comments": 183,
+    "reviews": 74,
+    "timeline_events": 407
+  },
+  "extracted_at": "2026-04-20T12:00:36Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260420T120036Z",
+  "watermark": {
+    "effective_since": "2026-04-20T09:44:31Z",
+    "next_since": "2026-04-20T12:00:36Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260420T094431Z/manifest.json",
-  "latest_snapshot_id": "20260420T094431Z",
+  "archived_manifest_path": "snapshots/20260420T120036Z/manifest.json",
+  "latest_snapshot_id": "20260420T120036Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-20T09:44:31Z",
+  "next_since": "2026-04-20T12:00:36Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260420T094431Z"
+  "snapshot_dir": "snapshots/20260420T120036Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-20T06:00:46Z",
-  "last_successful_snapshot_id": "20260420T094431Z",
-  "next_since": "2026-04-20T09:44:31Z",
+  "effective_since": "2026-04-20T09:44:31Z",
+  "last_successful_snapshot_id": "20260420T120036Z",
+  "next_since": "2026-04-20T12:00:36Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-04-20T09:44:31Z"
+  "updated_at": "2026-04-20T12:00:36Z"
 }