Refresh transformers dataset snapshot 20260417T230542Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260417T220542Z`
+- latest snapshot: `20260417T230542Z`
 - 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 sha256:86100c8e31bf5c3de779639202be83535969e35dc0c02be8833608f022c16891
-size 1791159
+oid sha256:c14e047689212bd5e63ec3cf2a9e065886848fd32f8a35da730d508acb780856
+size 1791257

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7ae23d96260b0a3a26e7625a344e0432f8f52dc8095ec2d353215f64937b3d51
-size 589293
+oid sha256:1a3ef127431ac9d806317d0e5e926c5c181e5a794dbae9a8e01d56d611a820c4
+size 589359

manifest.json

@@ -5,35 +5,35 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 8330,
+    "comments": 8331,
     "issues": 620,
     "links": 2543,
-    "new_contributors": 373,
-    "pr_diffs": 1857,
-    "pr_files": 26039,
-    "pull_requests": 1857,
+    "new_contributors": 374,
+    "pr_diffs": 1858,
+    "pr_files": 26044,
+    "pull_requests": 1858,
     "review_comments": 12025,
     "reviews": 6906,
-    "timeline_events": 37513
+    "timeline_events": 37519
   },
-  "crawl_started_at": "2026-04-17T22:05:42Z",
+  "crawl_started_at": "2026-04-17T23:05:42Z",
   "delta_counts": {
-    "comments": 0,
-    "issue_stubs": 0,
+    "comments": 1,
+    "issue_stubs": 1,
     "issues": 0,
-    "links": 445,
-    "pr_diffs": 0,
-    "pr_files": 0,
-    "pull_requests": 0,
+    "links": 0,
+    "pr_diffs": 1,
+    "pr_files": 5,
+    "pull_requests": 1,
     "review_comments": 0,
     "reviews": 0,
-    "timeline_events": 0
+    "timeline_events": 19
   },
-  "extracted_at": "2026-04-17T22:05:42Z",
+  "extracted_at": "2026-04-17T23:05:42Z",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260417T220542Z",
+  "snapshot_id": "20260417T230542Z",
   "watermark": {
-    "effective_since": "2026-04-17T21:05:41Z",
-    "next_since": "2026-04-17T22:05:42Z"
+    "effective_since": "2026-04-17T22:05:42Z",
+    "next_since": "2026-04-17T23:05:42Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260417T220542Z",
-  "generated_at": "2026-04-17T22:08:03Z",
+  "snapshot_id": "20260417T230542Z",
+  "generated_at": "2026-04-17T23:06:03Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
-    "selected_contributors": 373,
+    "selected_contributors": 374,
     "first_seen_in_snapshot": 0,
     "known_via_prior_merged_pr": 152,
     "previous_primary_author_count": 952,
-    "selected_seen_in_previous_primary": 373,
+    "selected_seen_in_previous_primary": 374,
     "previous_report_contributor_count": 373,
     "selected_overlap_previous_report": 373,
-    "selected_overlap_previous_report_rate": 1.0,
-    "reused_previous_report_entries": 357,
-    "reused_known_merged_contributors": 139,
-    "live_fetches": 16,
+    "selected_overlap_previous_report_rate": 0.9973,
+    "reused_previous_report_entries": 369,
+    "reused_known_merged_contributors": 151,
+    "live_fetches": 5,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 124.693,
-    "enrichment_avg_seconds_per_author": 0.334,
+    "enrichment_elapsed_seconds": 3.546,
+    "enrichment_avg_seconds_per_author": 0.009,
     "enrichment_failures": 4
   },
   "contributors": [
@@ -4275,8 +4275,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 5652,
       "young_account": false,
       "follow_through_score": "mixed",
@@ -4429,8 +4429,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 5038,
       "young_account": false,
       "follow_through_score": "mixed",
@@ -4537,8 +4537,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 3839,
       "young_account": false,
       "follow_through_score": "weak",
@@ -4645,8 +4645,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 359,
       "young_account": true,
       "follow_through_score": "weak",
@@ -4876,8 +4876,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 67,
       "young_account": true,
       "follow_through_score": "weak",
@@ -4953,8 +4953,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2913,
       "young_account": false,
       "follow_through_score": "weak",
@@ -5030,8 +5030,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 5413,
       "young_account": false,
       "follow_through_score": "mixed",
@@ -5187,8 +5187,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2050,
       "young_account": false,
       "follow_through_score": "weak",
@@ -5285,8 +5285,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 830,
       "young_account": false,
       "follow_through_score": "strong",
@@ -5450,8 +5450,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 508,
       "young_account": false,
       "follow_through_score": "mixed",
@@ -5604,8 +5604,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 4011,
       "young_account": false,
       "follow_through_score": "weak",
@@ -5681,8 +5681,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2852,
       "young_account": false,
       "follow_through_score": "mixed",
@@ -13030,6 +13030,74 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "davevanveen",
+      "name": "Dave Van Veen",
+      "profile_url": "https://github.com/davevanveen",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adavevanveen",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adavevanveen",
+      "repo_first_seen_at": "2026-04-17T20:59:54Z",
+      "repo_last_seen_at": "2026-04-17T22:05:24Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 3357,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 4,
+        "merged_pr_count": 2,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.5,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 0.5,
+        "distinct_repos_with_authored_prs": 3,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45497,
+            "title": "Add V-JEPA 2.1 inference support",
+            "url": "https://github.com/huggingface/transformers/pull/45497",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T22:05:24Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 45496,
+            "title": "Add V-JEPA 2.1 inference support",
+            "url": "https://github.com/huggingface/transformers/issues/45496",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-17T20:59:54Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "DogWala",
       "name": "Zhaoxin Yuan",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260417T220542Z`
-- Generated: `2026-04-17T22:08:03Z`
+- Snapshot: `20260417T230542Z`
+- Generated: `2026-04-17T23:06:03Z`
 - Activity window: `60d`
-- Contributors: `373`
+- Contributors: `374`
 
 ## Summary
 
@@ -178,6 +178,7 @@
 | `caiovicentino` | [profile](https://github.com/caiovicentino) | no | NONE | 470d | `2026-04-03T01:52:14Z` | 1 | 1 | weak | low | low | — |
 | `cjkindel` | [profile](https://github.com/cjkindel) | no | NONE | 4189d | `2026-03-24T21:01:11Z` | 1 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `danielquintas8` | [profile](https://github.com/danielquintas8) | no | CONTRIBUTOR | 2020d | `2026-03-30T16:23:11Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
+| `davevanveen` | [profile](https://github.com/davevanveen) | no | FIRST_TIME_CONTRIBUTOR | 3357d | `2026-04-17T20:59:54Z` | 1 | 1 | mixed | low | low | high open PR share |
 | `DogWala` | [profile](https://github.com/DogWala) | no | FIRST_TIME_CONTRIBUTOR | 1331d | `2026-03-12T15:47:16Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `dtiourine` | [profile](https://github.com/dtiourine) | no | FIRST_TIME_CONTRIBUTOR | 1367d | `2026-02-17T18:52:49Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `florian6973` | [profile](https://github.com/florian6973) | no | CONTRIBUTOR | 2050d | `2026-04-07T23:31:43Z` | 1 | 1 | strong | low | low | targets high-star repos |
@@ -4258,6 +4259,28 @@ Example artifacts:
 - [PR #45124: [Qwen3.5 MoE] Add _tp_plan to ForConditionalGeneration](https://github.com/huggingface/transformers/pull/45124) — closed, merged
 - [Issue #45125: Qwen3_5MoeForConditionalGeneration missing _tp_plan for tensor parallelism](https://github.com/huggingface/transformers/issues/45125) — closed
 
+### `davevanveen`
+
+- profile: [github.com/davevanveen](https://github.com/davevanveen)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adavevanveen)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adavevanveen)
+- repo first seen: `2026-04-17T20:59:54Z`
+- repo last seen: `2026-04-17T22:05:24Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3357 days**
+- recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #45497: Add V-JEPA 2.1 inference support](https://github.com/huggingface/transformers/pull/45497) — open
+- [Issue #45496: Add V-JEPA 2.1 inference support](https://github.com/huggingface/transformers/issues/45496) — open
+
 ### `DogWala`
 
 - profile: [github.com/DogWala](https://github.com/DogWala)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e48c10484202d25f05d26439a242d0702524d788a33e1c979889ab41c8ab2383
-size 65587
+oid sha256:72f37a0723bde451e0c27432ce4df8216d59b019c07738767feaabcfd5a91bad
+size 65685

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cda301651dc15703a7cfe5df8ec53268870a176048fc4fd2722873d90dba4bbe
-size 1199821
+oid sha256:87c10ac951c6e9a7e2baec2bcad83f5c1dc4a9bb22b2f83fb0e31d0f394cb490
+size 1199939

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b13156c027292ddb301bfada576bbf40a953a96fb18215a4208d1c088043d8b4
-size 21630248
+oid sha256:3d1a22fb95f96678d6f55e3f9027d67dea8a34d09ff2fa12530509205051732d
+size 21642885

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:90960b5af5db7ff0ae922fa150271f68d693b6d45a8d78827249b8a2b237b3f4
-size 37455212
+oid sha256:98a9c2efd7081f4ff94acb9a41c857bf78ce4c2f66ce7104dbf3d6c82a0712e3
+size 37468233

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1be1d70d8d0410c0874f28e1270edee57dc717ceaf47f4bd0a903d38889f9da2
-size 1490206
+oid sha256:ba3910e93a84d44183f8e5987b195e2ea42ed5015e3057f3949d15f9de412e7c
+size 1492594

snapshots/20260417T230542Z/manifest.json

@@ -0,0 +1,39 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
+  "counts": {
+    "comments": 8331,
+    "issues": 620,
+    "links": 2543,
+    "new_contributors": 374,
+    "pr_diffs": 1858,
+    "pr_files": 26044,
+    "pull_requests": 1858,
+    "review_comments": 12025,
+    "reviews": 6906,
+    "timeline_events": 37519
+  },
+  "crawl_started_at": "2026-04-17T23:05:42Z",
+  "delta_counts": {
+    "comments": 1,
+    "issue_stubs": 1,
+    "issues": 0,
+    "links": 0,
+    "pr_diffs": 1,
+    "pr_files": 5,
+    "pull_requests": 1,
+    "review_comments": 0,
+    "reviews": 0,
+    "timeline_events": 19
+  },
+  "extracted_at": "2026-04-17T23:05:42Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260417T230542Z",
+  "watermark": {
+    "effective_since": "2026-04-17T22:05:42Z",
+    "next_since": "2026-04-17T23:05:42Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260417T220542Z/manifest.json",
-  "latest_snapshot_id": "20260417T220542Z",
+  "archived_manifest_path": "snapshots/20260417T230542Z/manifest.json",
+  "latest_snapshot_id": "20260417T230542Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-17T22:05:42Z",
+  "next_since": "2026-04-17T23:05:42Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260417T220542Z"
+  "snapshot_dir": "snapshots/20260417T230542Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-17T21:05:41Z",
-  "last_successful_snapshot_id": "20260417T220542Z",
-  "next_since": "2026-04-17T22:05:42Z",
+  "effective_since": "2026-04-17T22:05:42Z",
+  "last_successful_snapshot_id": "20260417T230542Z",
+  "next_since": "2026-04-17T23:05:42Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-04-17T22:05:42Z"
+  "updated_at": "2026-04-17T23:05:42Z"
 }