Refresh transformers dataset snapshot 20260517T060024Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260517T000046Z`
+- latest snapshot: `20260517T060024Z`
 - 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 sha256:1d71e6df72eb8ac3d54e763991e37f0d38112cab1473852e764bf9a57761b2b6
-size 2354054
+oid sha256:98f4d8ab88d07439cab01bdc323e19a3c4f74450adfdf1006cb53e829046b134
+size 2355687

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fa6b1673a2c4206498db7e960a083fac55abc2ef6196a07e2a4d5ea8df2ef112
-size 731439
+oid sha256:c1802fa1d62473a2e247e6b1bc50d0ba40e741ee18872a3614e3c7f5f6a72156
+size 731749

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:25d7870374e85b901827aa1397924cc21c3cc21f0fb217c6af4274624a2d6b2f
-size 43323
+oid sha256:e132443f726d8f3de9be9ec817108332e53004d1af904caab4f210e5154b8628
+size 43335

manifest.json

@@ -1,41 +1,41 @@
 {
   "artifacts": {
-    "archived_pr_scope_clusters_json": "snapshots/20260517T000046Z/pr-scope-clusters.json",
+    "archived_pr_scope_clusters_json": "snapshots/20260517T060024Z/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": 10788,
+    "comments": 10796,
     "issues": 732,
     "links": 3379,
-    "new_contributors": 353,
-    "pr_diffs": 2276,
-    "pr_files": 29308,
-    "pull_requests": 2276,
+    "new_contributors": 352,
+    "pr_diffs": 2277,
+    "pr_files": 29313,
+    "pull_requests": 2277,
     "review_comments": 14653,
     "reviews": 8383,
-    "timeline_events": 45787
+    "timeline_events": 45804
   },
-  "crawl_started_at": "2026-05-17T00:00:46Z",
+  "crawl_started_at": "2026-05-17T06:00:24Z",
   "delta_counts": {
-    "comments": 3,
-    "issue_stubs": 3,
+    "comments": 8,
+    "issue_stubs": 6,
     "issues": 0,
-    "links": 4,
-    "pr_diffs": 3,
-    "pr_files": 29,
-    "pull_requests": 3,
-    "review_comments": 27,
-    "reviews": 11,
-    "timeline_events": 85
+    "links": 7,
+    "pr_diffs": 6,
+    "pr_files": 312,
+    "pull_requests": 6,
+    "review_comments": 97,
+    "reviews": 29,
+    "timeline_events": 241
   },
-  "extracted_at": "2026-05-17T00:00:46Z",
+  "extracted_at": "2026-05-17T06:00:24Z",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260517T000046Z",
+  "snapshot_id": "20260517T060024Z",
   "watermark": {
-    "effective_since": "2026-05-16T18:00:36Z",
-    "next_since": "2026-05-17T00:00:46Z"
+    "effective_since": "2026-05-17T00:00:46Z",
+    "next_since": "2026-05-17T06:00:24Z"
   }
 }

new-contributors-report.json

@@ -1,25 +1,25 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260517T000046Z",
-  "generated_at": "2026-05-17T00:01:06Z",
+  "snapshot_id": "20260517T060024Z",
+  "generated_at": "2026-05-17T06:00:52Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
-    "selected_contributors": 353,
+    "selected_contributors": 352,
     "first_seen_in_snapshot": 0,
     "known_via_prior_merged_pr": 152,
     "previous_primary_author_count": 1151,
-    "selected_seen_in_previous_primary": 353,
+    "selected_seen_in_previous_primary": 352,
     "previous_report_contributor_count": 353,
-    "selected_overlap_previous_report": 353,
+    "selected_overlap_previous_report": 352,
     "selected_overlap_previous_report_rate": 1.0,
-    "reused_previous_report_entries": 351,
+    "reused_previous_report_entries": 350,
     "reused_known_merged_contributors": 151,
     "live_fetches": 2,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 0.292,
+    "enrichment_elapsed_seconds": 0.28,
     "enrichment_avg_seconds_per_author": 0.001,
     "enrichment_failures": 2
   },
@@ -2478,12 +2478,12 @@
       "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": "2026-05-13T17:07:35Z",
+      "repo_last_seen_at": "2026-05-17T01:19:45Z",
       "repo_primary_artifact_count": 13,
-      "repo_artifact_count": 213,
+      "repo_artifact_count": 214,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 13,
-      "snapshot_comment_count": 25,
+      "snapshot_comment_count": 26,
       "snapshot_review_count": 85,
       "snapshot_review_comment_count": 90,
       "repo_association": "MEMBER",
@@ -4654,6 +4654,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "Dev-X25874",
+      "name": null,
+      "profile_url": "https://github.com/Dev-X25874",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADev-X25874",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADev-X25874",
+      "repo_first_seen_at": "2026-05-13T10:45:04Z",
+      "repo_last_seen_at": "2026-05-17T05:21:00Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 7,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 3,
+      "snapshot_comment_count": 4,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 4,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "very new account; high open PR share; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 14,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 5,
+        "open_pr_count": 8,
+        "merged_pr_rate": 0.0714,
+        "closed_unmerged_pr_rate": 0.3571,
+        "still_open_pr_rate": 0.5714,
+        "distinct_repos_with_authored_prs": 9,
+        "distinct_repos_with_open_prs": 8
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46009,
+            "title": "hf_argparser: fix TypeError when resolving Optional of generic type",
+            "url": "https://github.com/huggingface/transformers/pull/46009",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-17T05:19:34Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45952,
+            "title": "hf_argparser: fix parse_yaml_file missing utf-8 encoding and wrong docstring",
+            "url": "https://github.com/huggingface/transformers/pull/45952",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-14T01:21:22Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45940,
+            "title": "cache_utils: fix StaticSlidingWindowLayer.get_mask_sizes returning sliding_window size before cache is full",
+            "url": "https://github.com/huggingface/transformers/pull/45940",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-13T10:45:04Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "joaquinhuigomez",
       "name": "Joaquin Hui",
@@ -7043,73 +7120,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "Dev-X25874",
-      "name": null,
-      "profile_url": "https://github.com/Dev-X25874",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADev-X25874",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADev-X25874",
-      "repo_first_seen_at": "2026-05-13T10:45:04Z",
-      "repo_last_seen_at": "2026-05-15T04:54:25Z",
-      "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 5,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 2,
-      "snapshot_comment_count": 3,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "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": 4,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "very new account; high open PR share; no visible non-self stars; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 14,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 5,
-        "open_pr_count": 8,
-        "merged_pr_rate": 0.0714,
-        "closed_unmerged_pr_rate": 0.3571,
-        "still_open_pr_rate": 0.5714,
-        "distinct_repos_with_authored_prs": 9,
-        "distinct_repos_with_open_prs": 8
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45952,
-            "title": "hf_argparser: fix parse_yaml_file missing utf-8 encoding and wrong docstring",
-            "url": "https://github.com/huggingface/transformers/pull/45952",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-14T01:21:22Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 45940,
-            "title": "cache_utils: fix StaticSlidingWindowLayer.get_mask_sizes returning sliding_window size before cache is full",
-            "url": "https://github.com/huggingface/transformers/pull/45940",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-13T10:45:04Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "dhruv7477",
       "name": "Dhruv Sharma",
@@ -9620,83 +9630,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "LincolnBurrows2017",
-      "name": null,
-      "profile_url": "https://github.com/LincolnBurrows2017",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALincolnBurrows2017",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALincolnBurrows2017",
-      "repo_first_seen_at": "2026-03-13T04:48:06Z",
-      "repo_last_seen_at": "2026-03-18T05:47:03Z",
-      "repo_primary_artifact_count": 13,
-      "repo_artifact_count": 13,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 13,
-      "snapshot_comment_count": 0,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3349,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "very high",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 134,
-        "merged_pr_count": 12,
-        "closed_unmerged_pr_count": 46,
-        "open_pr_count": 76,
-        "merged_pr_rate": 0.0896,
-        "closed_unmerged_pr_rate": 0.3433,
-        "still_open_pr_rate": 0.5672,
-        "distinct_repos_with_authored_prs": 45,
-        "distinct_repos_with_open_prs": 35
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 44809,
-            "title": "fix: replace bare except with Exception in Fuyu image processing",
-            "url": "https://github.com/huggingface/transformers/pull/44809",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-03-18T05:47:03Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 44778,
-            "title": "fix: correct logic error in is_tiktoken_available function",
-            "url": "https://github.com/huggingface/transformers/pull/44778",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-03-16T23:41:29Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 44769,
-            "title": "Fix: Handle empty lists in video_utils functions",
-            "url": "https://github.com/huggingface/transformers/pull/44769",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-03-16T18:40:07Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "CodersAcademy006",
       "name": "Srijan Upadhyay",
@@ -21680,12 +21613,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aruben-aghayan",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aruben-aghayan",
       "repo_first_seen_at": "2026-04-13T03:57:04Z",
-      "repo_last_seen_at": "2026-05-11T17:52:50Z",
+      "repo_last_seen_at": "2026-05-17T04:36:33Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 7,
+      "repo_artifact_count": 8,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 2,
+      "snapshot_comment_count": 3,
       "snapshot_review_count": 2,
       "snapshot_review_comment_count": 2,
       "repo_association": "CONTRIBUTOR",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260517T000046Z`
-- Generated: `2026-05-17T00:01:06Z`
+- Snapshot: `20260517T060024Z`
+- Generated: `2026-05-17T06:00:52Z`
 - Activity window: `60d`
-- Contributors: `353`
+- Contributors: `352`
 
 ## Summary
 
@@ -63,6 +63,7 @@
 | `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | no | NONE | 87d | `2026-05-15T10:01:57Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
+| `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 3 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
@@ -93,7 +94,6 @@
 | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | NONE | 4d | `2026-05-13T10:45:04Z` | 2 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | FIRST_TIME_CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -131,7 +131,6 @@
 | `voodoovampire` | [profile](https://github.com/voodoovampire) | no | FIRST_TIME_CONTRIBUTOR | 512d | `2026-04-25T19:30:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 25 | 0 | mixed | moderate | low | extremely high recent PR volume |
 | `omkar-334` | [profile](https://github.com/omkar-334) | no | CONTRIBUTOR | 2888d | `2025-12-12T17:57:18Z` | 15 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
-| `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `CodersAcademy006` | [profile](https://github.com/CodersAcademy006) | no | CONTRIBUTOR | 1448d | `2025-10-15T09:44:53Z` | 6 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
@@ -1025,12 +1024,12 @@ 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: `2026-05-13T17:07:35Z`
+- repo last seen: `2026-05-17T01:19:45Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **13**
 - snapshot authored PRs/issues: **13 PRs / 0 issues**
-- snapshot discussion activity: **25 comments / 85 reviews / 90 review comments**
+- snapshot discussion activity: **26 comments / 85 reviews / 90 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`
@@ -1648,6 +1647,29 @@ Example artifacts:
 - [PR #45136: Fix #45127: Auto-fix diverged tie_word_embeddings config on save to prevent silent weight corruption](https://github.com/huggingface/transformers/pull/45136) — closed
 - [PR #45135: Fix model saving corruption for dynamically untied embeddings](https://github.com/huggingface/transformers/pull/45135) — closed
 
+### `Dev-X25874`
+
+- profile: [github.com/Dev-X25874](https://github.com/Dev-X25874)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADev-X25874)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADev-X25874)
+- repo first seen: `2026-05-13T10:45:04Z`
+- repo last seen: `2026-05-17T05:21:00Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- account age: **4 days**
+- recent public PR activity: **14 PRs** (1 merged / 5 closed-unmerged / 8 open; merged rate **7%**, closed-unmerged rate **36%**, open rate **57%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46009: hf_argparser: fix TypeError when resolving Optional of generic type](https://github.com/huggingface/transformers/pull/46009) — open
+- [PR #45952: hf_argparser: fix parse_yaml_file missing utf-8 encoding and wrong docstring](https://github.com/huggingface/transformers/pull/45952) — closed
+- [PR #45940: cache_utils: fix StaticSlidingWindowLayer.get_mask_sizes returning sliding_window size before cache is full](https://github.com/huggingface/transformers/pull/45940) — closed
+
 ### `joaquinhuigomez`
 
 - profile: [github.com/joaquinhuigomez](https://github.com/joaquinhuigomez)
@@ -2343,28 +2365,6 @@ Example artifacts:
 - [PR #45298: Add new qwen2 5 vl](https://github.com/huggingface/transformers/pull/45298) — closed
 - [PR #45291: First pull request](https://github.com/huggingface/transformers/pull/45291) — closed
 
-### `Dev-X25874`
-
-- profile: [github.com/Dev-X25874](https://github.com/Dev-X25874)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADev-X25874)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADev-X25874)
-- repo first seen: `2026-05-13T10:45:04Z`
-- repo last seen: `2026-05-15T04:54:25Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **4 days**
-- recent public PR activity: **14 PRs** (1 merged / 5 closed-unmerged / 8 open; merged rate **7%**, closed-unmerged rate **36%**, open rate **57%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #45952: hf_argparser: fix parse_yaml_file missing utf-8 encoding and wrong docstring](https://github.com/huggingface/transformers/pull/45952) — closed
-- [PR #45940: cache_utils: fix StaticSlidingWindowLayer.get_mask_sizes returning sliding_window size before cache is full](https://github.com/huggingface/transformers/pull/45940) — closed
-
 ### `dhruv7477`
 
 - profile: [github.com/dhruv7477](https://github.com/dhruv7477)
@@ -3181,29 +3181,6 @@ Example artifacts:
 - [PR #44030: refactor output tracing in `dpr`](https://github.com/huggingface/transformers/pull/44030) — open
 - [PR #44029: refactor output tracing in `rwkv`](https://github.com/huggingface/transformers/pull/44029) — open
 
-### `LincolnBurrows2017`
-
-- profile: [github.com/LincolnBurrows2017](https://github.com/LincolnBurrows2017)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALincolnBurrows2017)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALincolnBurrows2017)
-- repo first seen: `2026-03-13T04:48:06Z`
-- repo last seen: `2026-03-18T05:47:03Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **13**
-- snapshot authored PRs/issues: **13 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3349 days**
-- recent public PR activity: **134 PRs** (12 merged / 46 closed-unmerged / 76 open; merged rate **9%**, closed-unmerged rate **34%**, open rate **57%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44809: fix: replace bare except with Exception in Fuyu image processing](https://github.com/huggingface/transformers/pull/44809) — closed
-- [PR #44778: fix: correct logic error in is_tiktoken_available function](https://github.com/huggingface/transformers/pull/44778) — closed
-- [PR #44769: Fix: Handle empty lists in video_utils functions](https://github.com/huggingface/transformers/pull/44769) — closed
-
 ### `CodersAcademy006`
 
 - profile: [github.com/CodersAcademy006](https://github.com/CodersAcademy006)
@@ -7366,12 +7343,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aruben-aghayan)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aruben-aghayan)
 - repo first seen: `2026-04-13T03:57:04Z`
-- repo last seen: `2026-05-11T17:52:50Z`
+- repo last seen: `2026-05-17T04:36:33Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **3 comments / 2 reviews / 2 review comments**
 - account age: **3216 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 sha256:959b1f65f9d721131b180987e830ac07daf5e45be07bebc4fbdce32a056c9907
-size 62842
+oid sha256:c57587ba0feaf0a222318f93554aedf6bebfde3000617f422ad8ccdc441d8ce4
+size 62583

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260517T000046Z",
-  "generated_at": "2026-05-17T00:01:05Z",
+  "snapshot_id": "20260517T060024Z",
+  "generated_at": "2026-05-17T06:00:51Z",
   "cluster_count": 52,
   "pr_scope_clusters": [
     {
@@ -65,7 +65,7 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 43663,
-          "similarity": 0.537,
+          "similarity": 0.538,
           "content_similarity": 0.399,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
@@ -479,11 +479,11 @@
           ]
         },
         {
-          "left_pr_number": 44257,
-          "right_pr_number": 45067,
+          "left_pr_number": 43651,
+          "right_pr_number": 44189,
           "similarity": 0.397,
-          "content_similarity": 0.301,
-          "size_similarity": 0.24,
+          "content_similarity": 0.305,
+          "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -495,11 +495,11 @@
           ]
         },
         {
-          "left_pr_number": 43636,
-          "right_pr_number": 44257,
-          "similarity": 0.396,
-          "content_similarity": 0.234,
-          "size_similarity": 0.545,
+          "left_pr_number": 44257,
+          "right_pr_number": 45067,
+          "similarity": 0.397,
+          "content_similarity": 0.301,
+          "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -511,11 +511,11 @@
           ]
         },
         {
-          "left_pr_number": 43651,
-          "right_pr_number": 44189,
+          "left_pr_number": 43636,
+          "right_pr_number": 44257,
           "similarity": 0.396,
-          "content_similarity": 0.305,
-          "size_similarity": 0.222,
+          "content_similarity": 0.234,
+          "size_similarity": 0.545,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -545,7 +545,7 @@
         {
           "left_pr_number": 45055,
           "right_pr_number": 45994,
-          "similarity": 0.39,
+          "similarity": 0.391,
           "content_similarity": 0.252,
           "size_similarity": 0.429,
           "breadth_similarity": 1.0,
@@ -562,7 +562,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 44189,
           "similarity": 0.389,
-          "content_similarity": 0.263,
+          "content_similarity": 0.264,
           "size_similarity": 0.364,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -594,7 +594,7 @@
           "left_pr_number": 44123,
           "right_pr_number": 44660,
           "similarity": 0.387,
-          "content_similarity": 0.315,
+          "content_similarity": 0.316,
           "size_similarity": 0.109,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1076,7 +1076,7 @@
           "left_pr_number": 45635,
           "right_pr_number": 45666,
           "similarity": 0.357,
-          "content_similarity": 0.346,
+          "content_similarity": 0.347,
           "size_similarity": 0.261,
           "breadth_similarity": 0.514,
           "concentration_similarity": 0.488,
@@ -1398,8 +1398,8 @@
         {
           "left_pr_number": 44070,
           "right_pr_number": 45296,
-          "similarity": 0.876,
-          "content_similarity": 0.892,
+          "similarity": 0.877,
+          "content_similarity": 0.893,
           "size_similarity": 0.702,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.932,
@@ -1464,8 +1464,8 @@
         {
           "left_pr_number": 44070,
           "right_pr_number": 45546,
-          "similarity": 0.731,
-          "content_similarity": 0.749,
+          "similarity": 0.732,
+          "content_similarity": 0.75,
           "size_similarity": 0.404,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.927,
@@ -1509,7 +1509,7 @@
           "left_pr_number": 44070,
           "right_pr_number": 45668,
           "similarity": 0.635,
-          "content_similarity": 0.627,
+          "content_similarity": 0.628,
           "size_similarity": 0.312,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.976,
@@ -1538,7 +1538,7 @@
         44682
       ],
       "representative_pr_number": 43836,
-      "average_similarity": 0.546,
+      "average_similarity": 0.547,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
@@ -1586,8 +1586,8 @@
         {
           "left_pr_number": 43836,
           "right_pr_number": 44682,
-          "similarity": 0.594,
-          "content_similarity": 0.634,
+          "similarity": 0.597,
+          "content_similarity": 0.638,
           "size_similarity": 0.398,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -1620,8 +1620,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 44682,
-          "similarity": 0.429,
-          "content_similarity": 0.473,
+          "similarity": 0.431,
+          "content_similarity": 0.476,
           "size_similarity": 0.048,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -1637,8 +1637,8 @@
         {
           "left_pr_number": 43842,
           "right_pr_number": 44682,
-          "similarity": 0.4,
-          "content_similarity": 0.44,
+          "similarity": 0.402,
+          "content_similarity": 0.443,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -1662,7 +1662,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.506,
+      "average_similarity": 0.503,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1676,8 +1676,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 45985,
-          "similarity": 0.601,
-          "content_similarity": 0.487,
+          "similarity": 0.597,
+          "content_similarity": 0.482,
           "size_similarity": 0.733,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1693,8 +1693,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 45985,
-          "similarity": 0.597,
-          "content_similarity": 0.499,
+          "similarity": 0.594,
+          "content_similarity": 0.494,
           "size_similarity": 0.652,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1710,8 +1710,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 39683,
-          "similarity": 0.524,
-          "content_similarity": 0.431,
+          "similarity": 0.52,
+          "content_similarity": 0.426,
           "size_similarity": 0.478,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1727,8 +1727,8 @@
         {
           "left_pr_number": 44872,
           "right_pr_number": 45985,
-          "similarity": 0.461,
-          "content_similarity": 0.402,
+          "similarity": 0.458,
+          "content_similarity": 0.397,
           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1744,8 +1744,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 44872,
-          "similarity": 0.434,
-          "content_similarity": 0.347,
+          "similarity": 0.431,
+          "content_similarity": 0.343,
           "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1761,8 +1761,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 44872,
-          "similarity": 0.419,
-          "content_similarity": 0.356,
+          "similarity": 0.416,
+          "content_similarity": 0.351,
           "size_similarity": 0.13,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1786,7 +1786,7 @@
         46007
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.357,
+      "average_similarity": 0.358,
       "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -1969,6 +1969,74 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-41441-3",
+      "pr_numbers": [
+        41441,
+        43469,
+        46009
+      ],
+      "representative_pr_number": 41441,
+      "average_similarity": 0.719,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
+      "shared_filenames": [
+        "src/transformers/hf_argparser.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 41441,
+          "right_pr_number": 46009,
+          "similarity": 0.876,
+          "content_similarity": 0.976,
+          "size_similarity": 0.286,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/hf_argparser.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 41441,
+          "right_pr_number": 43469,
+          "similarity": 0.661,
+          "content_similarity": 0.744,
+          "size_similarity": 0.35,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.75,
+          "shared_filenames": [
+            "src/transformers/hf_argparser.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43469,
+          "right_pr_number": 46009,
+          "similarity": 0.62,
+          "content_similarity": 0.74,
+          "size_similarity": 0.1,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.75,
+          "shared_filenames": [
+            "src/transformers/hf_argparser.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44893-3",
       "pr_numbers": [
@@ -2824,7 +2892,7 @@
         {
           "left_pr_number": 44615,
           "right_pr_number": 45524,
-          "similarity": 0.417,
+          "similarity": 0.418,
           "content_similarity": 0.333,
           "size_similarity": 0.229,
           "breadth_similarity": 1.0,
@@ -3474,41 +3542,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-41441-2",
-      "pr_numbers": [
-        41441,
-        43469
-      ],
-      "representative_pr_number": 41441,
-      "average_similarity": 0.67,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
-      "shared_filenames": [
-        "src/transformers/hf_argparser.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 41441,
-          "right_pr_number": 43469,
-          "similarity": 0.67,
-          "content_similarity": 0.757,
-          "size_similarity": 0.35,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.75,
-          "shared_filenames": [
-            "src/transformers/hf_argparser.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-43779-2",
       "pr_numbers": [
@@ -3597,14 +3630,14 @@
       ],
       "representative_pr_number": 45821,
       "average_similarity": 0.597,
-      "summary": "2 open PRs share weighted file overlap around `benchmark_v2/benchmark_scripts/continuous_batching_overall.py`, `src/transformers/generation/continuous_batching/cache.py`, `src/transformers/generation/continuous_batching/cache_manager.py`; representative PR #45821.",
+      "summary": "2 open PRs share weighted file overlap around `benchmark_v2/benchmark_scripts/continuous_batching_overall.py`, `src/transformers/generation/continuous_batching/cache_manager.py`, `src/transformers/generation/continuous_batching/distributed.py`; representative PR #45821.",
       "shared_filenames": [
         "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
-        "src/transformers/generation/continuous_batching/cache.py",
         "src/transformers/generation/continuous_batching/cache_manager.py",
         "src/transformers/generation/continuous_batching/distributed.py",
         "src/transformers/generation/continuous_batching/utils.py",
         "tests/generation/test_continuous_batching.py",
+        "src/transformers/generation/continuous_batching/cache.py",
         "src/transformers/generation/continuous_batching/continuous_api.py",
         "tests/test_tensor_parallel_mixin.py"
       ],
@@ -4325,7 +4358,7 @@
         45618
       ],
       "representative_pr_number": 42655,
-      "average_similarity": 0.37,
+      "average_similarity": 0.369,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -4341,8 +4374,8 @@
         {
           "left_pr_number": 42655,
           "right_pr_number": 45618,
-          "similarity": 0.37,
-          "content_similarity": 0.202,
+          "similarity": 0.369,
+          "content_similarity": 0.2,
           "size_similarity": 0.974,
           "breadth_similarity": 0.389,
           "concentration_similarity": 0.878,

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8c0a61ef1258227b9393736a4702630bb05b79cd5e4f78a6f38be1bcc36605b4
-size 1587666
+oid sha256:d100f0968e5c3096904d8b9b08bb449b4f72c6b64b6cb5f455c1cffd2e735fbb
+size 1589343

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d71a3534a8160950ad8f467af59494bb59eaaae7f2505f1622069631b87a49c1
-size 47150525
+oid sha256:30f56db40f7fa09fff7d9821937e820c4dc46388e1c7c3ad3a1f4f670e0a6a43
+size 47153530

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2cb0cab1c112a98c3f17eaf43c0c57a117394c1f00adeaa038e7d456d61df8d3
-size 39989993
+oid sha256:f78b303c1599095f113839ea50c3abfa9526e4c9f30eca61a185e19a20be7dd4
+size 39992773

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fec31c3ade7d7faf606195ccabaa083547b23663516d023dbc7c9ee39e90d349
-size 1882604
+oid sha256:23ccb2aa4a506da5bcb97f6ed8645e752b77adfb68be6c1de15cc64764d1e33c
+size 1885862

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fd65ed173828bbea45b9c364d11cdc2e40817d1c5c506a57a0211951fbdf620e
-size 2495369
+oid sha256:456933b41074e69db014486b666243d304f6c881b42cb6514d3633c85accafba
+size 2495417

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3e2615cb14fd6954847e45c50fdc30e3622d04448ae69979875f195612dc8899
-size 769777
+oid sha256:348161a2ebf00319f9145182317c959dd44d3948479cf12e8bf862cdf8fb1c8a
+size 769783

snapshots/20260517T060024Z/manifest.json

@@ -0,0 +1,41 @@
+{
+  "artifacts": {
+    "archived_pr_scope_clusters_json": "snapshots/20260517T060024Z/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": 10796,
+    "issues": 732,
+    "links": 3379,
+    "new_contributors": 352,
+    "pr_diffs": 2277,
+    "pr_files": 29313,
+    "pull_requests": 2277,
+    "review_comments": 14653,
+    "reviews": 8383,
+    "timeline_events": 45804
+  },
+  "crawl_started_at": "2026-05-17T06:00:24Z",
+  "delta_counts": {
+    "comments": 8,
+    "issue_stubs": 6,
+    "issues": 0,
+    "links": 7,
+    "pr_diffs": 6,
+    "pr_files": 312,
+    "pull_requests": 6,
+    "review_comments": 97,
+    "reviews": 29,
+    "timeline_events": 241
+  },
+  "extracted_at": "2026-05-17T06:00:24Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260517T060024Z",
+  "watermark": {
+    "effective_since": "2026-05-17T00:00:46Z",
+    "next_since": "2026-05-17T06:00:24Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260517T000046Z/manifest.json",
-  "latest_snapshot_id": "20260517T000046Z",
+  "archived_manifest_path": "snapshots/20260517T060024Z/manifest.json",
+  "latest_snapshot_id": "20260517T060024Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-05-17T00:00:46Z",
+  "next_since": "2026-05-17T06:00:24Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260517T000046Z"
+  "snapshot_dir": "snapshots/20260517T060024Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-05-16T18:00:36Z",
-  "last_successful_snapshot_id": "20260517T000046Z",
-  "next_since": "2026-05-17T00:00:46Z",
+  "effective_since": "2026-05-17T00:00:46Z",
+  "last_successful_snapshot_id": "20260517T060024Z",
+  "next_since": "2026-05-17T06:00:24Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-05-17T00:00:46Z"
+  "updated_at": "2026-05-17T06:00:24Z"
 }