Refresh transformers dataset snapshot 20260420T000044Z
Browse files- README.md +1 -1
- comments.parquet +2 -2
- events.parquet +2 -2
- issues.parquet +2 -2
- links.parquet +2 -2
- manifest.json +17 -17
- new-contributors-report.json +83 -206
- new-contributors-report.md +26 -71
- new_contributors.parquet +2 -2
- pr_comments.parquet +2 -2
- pr_diffs.parquet +2 -2
- pr_files.parquet +2 -2
- pull_requests.parquet +2 -2
- review_comments.parquet +2 -2
- reviews.parquet +2 -2
- snapshots/20260420T000044Z/manifest.json +39 -0
- snapshots/latest.json +4 -4
- state/watermark.json +4 -4
README.md
CHANGED
|
@@ -75,7 +75,7 @@ Use:
|
|
| 75 |
- eval set creation
|
| 76 |
|
| 77 |
Notes:
|
| 78 |
-
- latest snapshot: `
|
| 79 |
- raw data only; no labels or moderation decisions
|
| 80 |
- PR metadata, file-level patch hunks, and full unified diffs are included
|
| 81 |
- full file contents for changed files are not included
|
|
|
|
| 75 |
- eval set creation
|
| 76 |
|
| 77 |
Notes:
|
| 78 |
+
- latest snapshot: `20260420T000044Z`
|
| 79 |
- raw data only; no labels or moderation decisions
|
| 80 |
- PR metadata, file-level patch hunks, and full unified diffs are included
|
| 81 |
- full file contents for changed files are not included
|
comments.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cb519bf521b0b7e17054632a2b36de00bb74975559d486964a76abc6c13e65f9
|
| 3 |
+
size 1819096
|
events.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f531db7e9ecb2e474828ddb6dc0f72a4bfeb43f54caba8f6e3ea22968b51b43d
|
| 3 |
+
size 591050
|
issues.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e52c0fb35e6b9bd6fd401a553e9071341bae6a8d2f5e6bc3fb9d226c275f496a
|
| 3 |
+
size 825522
|
links.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:85463653be057f6266b8a47e1752cffa82ad63cf52aa25cbe6f979a91cb01d1b
|
| 3 |
+
size 31969
|
manifest.json
CHANGED
|
@@ -5,35 +5,35 @@
|
|
| 5 |
"new_contributors_parquet": "new_contributors.parquet"
|
| 6 |
},
|
| 7 |
"counts": {
|
| 8 |
-
"comments":
|
| 9 |
-
"issues":
|
| 10 |
-
"links":
|
| 11 |
-
"new_contributors":
|
| 12 |
"pr_diffs": 1875,
|
| 13 |
"pr_files": 26232,
|
| 14 |
"pull_requests": 1875,
|
| 15 |
"review_comments": 12028,
|
| 16 |
"reviews": 6910,
|
| 17 |
-
"timeline_events":
|
| 18 |
},
|
| 19 |
-
"crawl_started_at": "2026-04-
|
| 20 |
"delta_counts": {
|
| 21 |
"comments": 3,
|
| 22 |
-
"issue_stubs":
|
| 23 |
-
"issues":
|
| 24 |
-
"links":
|
| 25 |
"pr_diffs": 3,
|
| 26 |
-
"pr_files":
|
| 27 |
"pull_requests": 3,
|
| 28 |
-
"review_comments":
|
| 29 |
-
"reviews":
|
| 30 |
-
"timeline_events":
|
| 31 |
},
|
| 32 |
-
"extracted_at": "2026-04-
|
| 33 |
"repo": "huggingface/transformers",
|
| 34 |
-
"snapshot_id": "
|
| 35 |
"watermark": {
|
| 36 |
-
"effective_since": "2026-04-
|
| 37 |
-
"next_since": "2026-04-
|
| 38 |
}
|
| 39 |
}
|
|
|
|
| 5 |
"new_contributors_parquet": "new_contributors.parquet"
|
| 6 |
},
|
| 7 |
"counts": {
|
| 8 |
+
"comments": 8397,
|
| 9 |
+
"issues": 622,
|
| 10 |
+
"links": 2565,
|
| 11 |
+
"new_contributors": 359,
|
| 12 |
"pr_diffs": 1875,
|
| 13 |
"pr_files": 26232,
|
| 14 |
"pull_requests": 1875,
|
| 15 |
"review_comments": 12028,
|
| 16 |
"reviews": 6910,
|
| 17 |
+
"timeline_events": 37674
|
| 18 |
},
|
| 19 |
+
"crawl_started_at": "2026-04-20T00:00:44Z",
|
| 20 |
"delta_counts": {
|
| 21 |
"comments": 3,
|
| 22 |
+
"issue_stubs": 4,
|
| 23 |
+
"issues": 1,
|
| 24 |
+
"links": 1,
|
| 25 |
"pr_diffs": 3,
|
| 26 |
+
"pr_files": 41,
|
| 27 |
"pull_requests": 3,
|
| 28 |
+
"review_comments": 54,
|
| 29 |
+
"reviews": 16,
|
| 30 |
+
"timeline_events": 100
|
| 31 |
},
|
| 32 |
+
"extracted_at": "2026-04-20T00:00:44Z",
|
| 33 |
"repo": "huggingface/transformers",
|
| 34 |
+
"snapshot_id": "20260420T000044Z",
|
| 35 |
"watermark": {
|
| 36 |
+
"effective_since": "2026-04-19T18:00:40Z",
|
| 37 |
+
"next_since": "2026-04-20T00:00:44Z"
|
| 38 |
}
|
| 39 |
}
|
new-contributors-report.json
CHANGED
|
@@ -1,26 +1,26 @@
|
|
| 1 |
{
|
| 2 |
"schema_version": "1.0",
|
| 3 |
"repo": "huggingface/transformers",
|
| 4 |
-
"snapshot_id": "
|
| 5 |
-
"generated_at": "2026-04-
|
| 6 |
"window_days": 60,
|
| 7 |
"max_authors": 0,
|
| 8 |
"instrumentation": {
|
| 9 |
-
"selected_contributors":
|
| 10 |
-
"first_seen_in_snapshot":
|
| 11 |
-
"known_via_prior_merged_pr":
|
| 12 |
-
"previous_primary_author_count":
|
| 13 |
-
"selected_seen_in_previous_primary":
|
| 14 |
-
"previous_report_contributor_count":
|
| 15 |
-
"selected_overlap_previous_report":
|
| 16 |
-
"selected_overlap_previous_report_rate":
|
| 17 |
-
"reused_previous_report_entries":
|
| 18 |
-
"reused_known_merged_contributors":
|
| 19 |
-
"live_fetches":
|
| 20 |
"window_anchor": "run_time",
|
| 21 |
"window_anchor_cacheable": false,
|
| 22 |
-
"enrichment_elapsed_seconds":
|
| 23 |
-
"enrichment_avg_seconds_per_author": 0.
|
| 24 |
"enrichment_failures": 3
|
| 25 |
},
|
| 26 |
"contributors": [
|
|
@@ -2782,83 +2782,6 @@
|
|
| 2782 |
},
|
| 2783 |
"fetch_error": null
|
| 2784 |
},
|
| 2785 |
-
{
|
| 2786 |
-
"author_login": "dario-fumarola",
|
| 2787 |
-
"name": "Dario Fumarola",
|
| 2788 |
-
"profile_url": "https://github.com/dario-fumarola",
|
| 2789 |
-
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adario-fumarola",
|
| 2790 |
-
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adario-fumarola",
|
| 2791 |
-
"repo_first_seen_at": "2026-02-18T21:12:22Z",
|
| 2792 |
-
"repo_last_seen_at": "2026-02-18T21:15:37Z",
|
| 2793 |
-
"repo_primary_artifact_count": 9,
|
| 2794 |
-
"repo_artifact_count": 19,
|
| 2795 |
-
"snapshot_issue_count": 0,
|
| 2796 |
-
"snapshot_pr_count": 9,
|
| 2797 |
-
"snapshot_comment_count": 10,
|
| 2798 |
-
"snapshot_review_count": 0,
|
| 2799 |
-
"snapshot_review_comment_count": 0,
|
| 2800 |
-
"repo_association": "NONE",
|
| 2801 |
-
"new_to_repo": false,
|
| 2802 |
-
"first_seen_in_snapshot": false,
|
| 2803 |
-
"known_via_prior_merged_pr": false,
|
| 2804 |
-
"report_reason": null,
|
| 2805 |
-
"enrichment_source": "previous_report",
|
| 2806 |
-
"live_refetch_skipped": true,
|
| 2807 |
-
"account_age_days": 1750,
|
| 2808 |
-
"young_account": false,
|
| 2809 |
-
"follow_through_score": "weak",
|
| 2810 |
-
"breadth_score": "high",
|
| 2811 |
-
"automation_risk_signal": "low",
|
| 2812 |
-
"heuristic_note": "broad repo spread; many recent closed-unmerged PRs; targets high-star repos",
|
| 2813 |
-
"public_orgs": [],
|
| 2814 |
-
"activity": {
|
| 2815 |
-
"visible_authored_pr_count": 23,
|
| 2816 |
-
"merged_pr_count": 4,
|
| 2817 |
-
"closed_unmerged_pr_count": 14,
|
| 2818 |
-
"open_pr_count": 5,
|
| 2819 |
-
"merged_pr_rate": 0.1739,
|
| 2820 |
-
"closed_unmerged_pr_rate": 0.6087,
|
| 2821 |
-
"still_open_pr_rate": 0.2174,
|
| 2822 |
-
"distinct_repos_with_authored_prs": 13,
|
| 2823 |
-
"distinct_repos_with_open_prs": 4
|
| 2824 |
-
},
|
| 2825 |
-
"examples": {
|
| 2826 |
-
"pull_requests": [
|
| 2827 |
-
{
|
| 2828 |
-
"kind": "pull_request",
|
| 2829 |
-
"number": 44141,
|
| 2830 |
-
"title": "Refactor ibert output tracing with capture_outputs",
|
| 2831 |
-
"url": "https://github.com/huggingface/transformers/pull/44141",
|
| 2832 |
-
"state": "closed",
|
| 2833 |
-
"merged": false,
|
| 2834 |
-
"draft": false,
|
| 2835 |
-
"created_at": "2026-02-18T21:14:53Z"
|
| 2836 |
-
},
|
| 2837 |
-
{
|
| 2838 |
-
"kind": "pull_request",
|
| 2839 |
-
"number": 44140,
|
| 2840 |
-
"title": "Refactor megatron_bert to use automatic output tracing",
|
| 2841 |
-
"url": "https://github.com/huggingface/transformers/pull/44140",
|
| 2842 |
-
"state": "closed",
|
| 2843 |
-
"merged": false,
|
| 2844 |
-
"draft": false,
|
| 2845 |
-
"created_at": "2026-02-18T21:14:50Z"
|
| 2846 |
-
},
|
| 2847 |
-
{
|
| 2848 |
-
"kind": "pull_request",
|
| 2849 |
-
"number": 44139,
|
| 2850 |
-
"title": "Refactor lilt to use automatic output tracing",
|
| 2851 |
-
"url": "https://github.com/huggingface/transformers/pull/44139",
|
| 2852 |
-
"state": "closed",
|
| 2853 |
-
"merged": false,
|
| 2854 |
-
"draft": false,
|
| 2855 |
-
"created_at": "2026-02-18T21:14:46Z"
|
| 2856 |
-
}
|
| 2857 |
-
],
|
| 2858 |
-
"issues": []
|
| 2859 |
-
},
|
| 2860 |
-
"fetch_error": null
|
| 2861 |
-
},
|
| 2862 |
{
|
| 2863 |
"author_login": "ebezzam",
|
| 2864 |
"name": "Eric Bezzam",
|
|
@@ -14226,6 +14149,74 @@
|
|
| 14226 |
},
|
| 14227 |
"fetch_error": null
|
| 14228 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14229 |
{
|
| 14230 |
"author_login": "zhulinchng",
|
| 14231 |
"name": "Zhu Lin",
|
|
@@ -16328,63 +16319,6 @@
|
|
| 16328 |
},
|
| 16329 |
"fetch_error": null
|
| 16330 |
},
|
| 16331 |
-
{
|
| 16332 |
-
"author_login": "cluster2600",
|
| 16333 |
-
"name": "Maxime Grenu",
|
| 16334 |
-
"profile_url": "https://github.com/cluster2600",
|
| 16335 |
-
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acluster2600",
|
| 16336 |
-
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acluster2600",
|
| 16337 |
-
"repo_first_seen_at": "2026-02-18T19:25:52Z",
|
| 16338 |
-
"repo_last_seen_at": "2026-02-18T19:25:52Z",
|
| 16339 |
-
"repo_primary_artifact_count": 1,
|
| 16340 |
-
"repo_artifact_count": 1,
|
| 16341 |
-
"snapshot_issue_count": 0,
|
| 16342 |
-
"snapshot_pr_count": 1,
|
| 16343 |
-
"snapshot_comment_count": 0,
|
| 16344 |
-
"snapshot_review_count": 0,
|
| 16345 |
-
"snapshot_review_comment_count": 0,
|
| 16346 |
-
"repo_association": "CONTRIBUTOR",
|
| 16347 |
-
"new_to_repo": false,
|
| 16348 |
-
"first_seen_in_snapshot": false,
|
| 16349 |
-
"known_via_prior_merged_pr": true,
|
| 16350 |
-
"report_reason": null,
|
| 16351 |
-
"enrichment_source": "previous_report",
|
| 16352 |
-
"live_refetch_skipped": true,
|
| 16353 |
-
"account_age_days": 2067,
|
| 16354 |
-
"young_account": false,
|
| 16355 |
-
"follow_through_score": "weak",
|
| 16356 |
-
"breadth_score": "very high",
|
| 16357 |
-
"automation_risk_signal": "medium",
|
| 16358 |
-
"heuristic_note": "extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs",
|
| 16359 |
-
"public_orgs": [],
|
| 16360 |
-
"activity": {
|
| 16361 |
-
"visible_authored_pr_count": 170,
|
| 16362 |
-
"merged_pr_count": 57,
|
| 16363 |
-
"closed_unmerged_pr_count": 98,
|
| 16364 |
-
"open_pr_count": 15,
|
| 16365 |
-
"merged_pr_rate": 0.3353,
|
| 16366 |
-
"closed_unmerged_pr_rate": 0.5765,
|
| 16367 |
-
"still_open_pr_rate": 0.0882,
|
| 16368 |
-
"distinct_repos_with_authored_prs": 88,
|
| 16369 |
-
"distinct_repos_with_open_prs": 13
|
| 16370 |
-
},
|
| 16371 |
-
"examples": {
|
| 16372 |
-
"pull_requests": [
|
| 16373 |
-
{
|
| 16374 |
-
"kind": "pull_request",
|
| 16375 |
-
"number": 44131,
|
| 16376 |
-
"title": "docs: fix typo 'AuoQuant' \u2192 'AutoQuant' and clarify FINEGRAINED_FP8 library column",
|
| 16377 |
-
"url": "https://github.com/huggingface/transformers/pull/44131",
|
| 16378 |
-
"state": "closed",
|
| 16379 |
-
"merged": true,
|
| 16380 |
-
"draft": false,
|
| 16381 |
-
"created_at": "2026-02-18T19:25:52Z"
|
| 16382 |
-
}
|
| 16383 |
-
],
|
| 16384 |
-
"issues": []
|
| 16385 |
-
},
|
| 16386 |
-
"fetch_error": null
|
| 16387 |
-
},
|
| 16388 |
{
|
| 16389 |
"author_login": "code-runner77",
|
| 16390 |
"name": null,
|
|
@@ -23191,63 +23125,6 @@
|
|
| 23191 |
},
|
| 23192 |
"fetch_error": null
|
| 23193 |
},
|
| 23194 |
-
{
|
| 23195 |
-
"author_login": "Tokarak",
|
| 23196 |
-
"name": "Nazar",
|
| 23197 |
-
"profile_url": "https://github.com/Tokarak",
|
| 23198 |
-
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ATokarak",
|
| 23199 |
-
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ATokarak",
|
| 23200 |
-
"repo_first_seen_at": "2026-04-19T17:22:36Z",
|
| 23201 |
-
"repo_last_seen_at": "2026-04-19T17:39:27Z",
|
| 23202 |
-
"repo_primary_artifact_count": 1,
|
| 23203 |
-
"repo_artifact_count": 2,
|
| 23204 |
-
"snapshot_issue_count": 0,
|
| 23205 |
-
"snapshot_pr_count": 1,
|
| 23206 |
-
"snapshot_comment_count": 1,
|
| 23207 |
-
"snapshot_review_count": 0,
|
| 23208 |
-
"snapshot_review_comment_count": 0,
|
| 23209 |
-
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 23210 |
-
"new_to_repo": true,
|
| 23211 |
-
"first_seen_in_snapshot": true,
|
| 23212 |
-
"known_via_prior_merged_pr": false,
|
| 23213 |
-
"report_reason": "first_seen_in_snapshot",
|
| 23214 |
-
"enrichment_source": "live",
|
| 23215 |
-
"live_refetch_skipped": false,
|
| 23216 |
-
"account_age_days": 2200,
|
| 23217 |
-
"young_account": false,
|
| 23218 |
-
"follow_through_score": "weak",
|
| 23219 |
-
"breadth_score": "low",
|
| 23220 |
-
"automation_risk_signal": "low",
|
| 23221 |
-
"heuristic_note": "high open PR share",
|
| 23222 |
-
"public_orgs": [],
|
| 23223 |
-
"activity": {
|
| 23224 |
-
"visible_authored_pr_count": 3,
|
| 23225 |
-
"merged_pr_count": 0,
|
| 23226 |
-
"closed_unmerged_pr_count": 0,
|
| 23227 |
-
"open_pr_count": 3,
|
| 23228 |
-
"merged_pr_rate": 0.0,
|
| 23229 |
-
"closed_unmerged_pr_rate": 0.0,
|
| 23230 |
-
"still_open_pr_rate": 1.0,
|
| 23231 |
-
"distinct_repos_with_authored_prs": 3,
|
| 23232 |
-
"distinct_repos_with_open_prs": 3
|
| 23233 |
-
},
|
| 23234 |
-
"examples": {
|
| 23235 |
-
"pull_requests": [
|
| 23236 |
-
{
|
| 23237 |
-
"kind": "pull_request",
|
| 23238 |
-
"number": 45516,
|
| 23239 |
-
"title": "T5Gemma2: fix `prepare_decoder_input_ids_from_labels`",
|
| 23240 |
-
"url": "https://github.com/huggingface/transformers/pull/45516",
|
| 23241 |
-
"state": "open",
|
| 23242 |
-
"merged": false,
|
| 23243 |
-
"draft": false,
|
| 23244 |
-
"created_at": "2026-04-19T17:22:36Z"
|
| 23245 |
-
}
|
| 23246 |
-
],
|
| 23247 |
-
"issues": []
|
| 23248 |
-
},
|
| 23249 |
-
"fetch_error": null
|
| 23250 |
-
},
|
| 23251 |
{
|
| 23252 |
"author_login": "VanshikaSohal",
|
| 23253 |
"name": "Vanshika Sohal",
|
|
|
|
| 1 |
{
|
| 2 |
"schema_version": "1.0",
|
| 3 |
"repo": "huggingface/transformers",
|
| 4 |
+
"snapshot_id": "20260420T000044Z",
|
| 5 |
+
"generated_at": "2026-04-20T00:01:04Z",
|
| 6 |
"window_days": 60,
|
| 7 |
"max_authors": 0,
|
| 8 |
"instrumentation": {
|
| 9 |
+
"selected_contributors": 359,
|
| 10 |
+
"first_seen_in_snapshot": 0,
|
| 11 |
+
"known_via_prior_merged_pr": 149,
|
| 12 |
+
"previous_primary_author_count": 958,
|
| 13 |
+
"selected_seen_in_previous_primary": 359,
|
| 14 |
+
"previous_report_contributor_count": 361,
|
| 15 |
+
"selected_overlap_previous_report": 359,
|
| 16 |
+
"selected_overlap_previous_report_rate": 1.0,
|
| 17 |
+
"reused_previous_report_entries": 356,
|
| 18 |
+
"reused_known_merged_contributors": 148,
|
| 19 |
+
"live_fetches": 3,
|
| 20 |
"window_anchor": "run_time",
|
| 21 |
"window_anchor_cacheable": false,
|
| 22 |
+
"enrichment_elapsed_seconds": 0.416,
|
| 23 |
+
"enrichment_avg_seconds_per_author": 0.001,
|
| 24 |
"enrichment_failures": 3
|
| 25 |
},
|
| 26 |
"contributors": [
|
|
|
|
| 2782 |
},
|
| 2783 |
"fetch_error": null
|
| 2784 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2785 |
{
|
| 2786 |
"author_login": "ebezzam",
|
| 2787 |
"name": "Eric Bezzam",
|
|
|
|
| 14149 |
},
|
| 14150 |
"fetch_error": null
|
| 14151 |
},
|
| 14152 |
+
{
|
| 14153 |
+
"author_login": "Tokarak",
|
| 14154 |
+
"name": "Nazar",
|
| 14155 |
+
"profile_url": "https://github.com/Tokarak",
|
| 14156 |
+
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ATokarak",
|
| 14157 |
+
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ATokarak",
|
| 14158 |
+
"repo_first_seen_at": "2026-04-19T17:22:36Z",
|
| 14159 |
+
"repo_last_seen_at": "2026-04-19T21:04:21Z",
|
| 14160 |
+
"repo_primary_artifact_count": 2,
|
| 14161 |
+
"repo_artifact_count": 4,
|
| 14162 |
+
"snapshot_issue_count": 1,
|
| 14163 |
+
"snapshot_pr_count": 1,
|
| 14164 |
+
"snapshot_comment_count": 2,
|
| 14165 |
+
"snapshot_review_count": 0,
|
| 14166 |
+
"snapshot_review_comment_count": 0,
|
| 14167 |
+
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 14168 |
+
"new_to_repo": false,
|
| 14169 |
+
"first_seen_in_snapshot": false,
|
| 14170 |
+
"known_via_prior_merged_pr": false,
|
| 14171 |
+
"report_reason": null,
|
| 14172 |
+
"enrichment_source": "previous_report",
|
| 14173 |
+
"live_refetch_skipped": true,
|
| 14174 |
+
"account_age_days": 2200,
|
| 14175 |
+
"young_account": false,
|
| 14176 |
+
"follow_through_score": "weak",
|
| 14177 |
+
"breadth_score": "low",
|
| 14178 |
+
"automation_risk_signal": "low",
|
| 14179 |
+
"heuristic_note": "high open PR share",
|
| 14180 |
+
"public_orgs": [],
|
| 14181 |
+
"activity": {
|
| 14182 |
+
"visible_authored_pr_count": 3,
|
| 14183 |
+
"merged_pr_count": 0,
|
| 14184 |
+
"closed_unmerged_pr_count": 0,
|
| 14185 |
+
"open_pr_count": 3,
|
| 14186 |
+
"merged_pr_rate": 0.0,
|
| 14187 |
+
"closed_unmerged_pr_rate": 0.0,
|
| 14188 |
+
"still_open_pr_rate": 1.0,
|
| 14189 |
+
"distinct_repos_with_authored_prs": 3,
|
| 14190 |
+
"distinct_repos_with_open_prs": 3
|
| 14191 |
+
},
|
| 14192 |
+
"examples": {
|
| 14193 |
+
"pull_requests": [
|
| 14194 |
+
{
|
| 14195 |
+
"kind": "pull_request",
|
| 14196 |
+
"number": 45516,
|
| 14197 |
+
"title": "T5Gemma2: fix `prepare_decoder_input_ids_from_labels`",
|
| 14198 |
+
"url": "https://github.com/huggingface/transformers/pull/45516",
|
| 14199 |
+
"state": "open",
|
| 14200 |
+
"merged": false,
|
| 14201 |
+
"draft": false,
|
| 14202 |
+
"created_at": "2026-04-19T17:22:36Z"
|
| 14203 |
+
}
|
| 14204 |
+
],
|
| 14205 |
+
"issues": [
|
| 14206 |
+
{
|
| 14207 |
+
"kind": "issue",
|
| 14208 |
+
"number": 45517,
|
| 14209 |
+
"title": "MPS OOM error, finetuning T5Gemma2 with Seq2SeqTrainer",
|
| 14210 |
+
"url": "https://github.com/huggingface/transformers/issues/45517",
|
| 14211 |
+
"state": "open",
|
| 14212 |
+
"merged": null,
|
| 14213 |
+
"draft": null,
|
| 14214 |
+
"created_at": "2026-04-19T20:47:00Z"
|
| 14215 |
+
}
|
| 14216 |
+
]
|
| 14217 |
+
},
|
| 14218 |
+
"fetch_error": null
|
| 14219 |
+
},
|
| 14220 |
{
|
| 14221 |
"author_login": "zhulinchng",
|
| 14222 |
"name": "Zhu Lin",
|
|
|
|
| 16319 |
},
|
| 16320 |
"fetch_error": null
|
| 16321 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 16322 |
{
|
| 16323 |
"author_login": "code-runner77",
|
| 16324 |
"name": null,
|
|
|
|
| 23125 |
},
|
| 23126 |
"fetch_error": null
|
| 23127 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 23128 |
{
|
| 23129 |
"author_login": "VanshikaSohal",
|
| 23130 |
"name": "Vanshika Sohal",
|
new-contributors-report.md
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-04-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
@@ -40,7 +40,6 @@
|
|
| 40 |
| `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 |
|
| 41 |
| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 12 | 0 | strong | moderate | low | — |
|
| 42 |
| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 11 | 4 | strong | moderate | low | high recent PR volume |
|
| 43 |
-
| `dario-fumarola` | [profile](https://github.com/dario-fumarola) | no | NONE | 1750d | `2026-02-18T21:12:22Z` | 9 | 0 | weak | high | low | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 44 |
| `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4683d | `2025-07-25T12:59:52Z` | 9 | 0 | mixed | low | low | — |
|
| 45 |
| `danielalanbates` | [profile](https://github.com/danielalanbates) | no | NONE | 338d | `2026-02-21T04:32:30Z` | 8 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 46 |
| `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 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 |
|
|
@@ -196,6 +195,7 @@
|
|
| 196 |
| `ShahVandit` | [profile](https://github.com/ShahVandit) | no | FIRST_TIME_CONTRIBUTOR | 1886d | `2026-02-02T02:33:32Z` | 1 | 1 | mixed | low | low | no visible non-self stars |
|
| 197 |
| `stuckvgn` | [profile](https://github.com/stuckvgn) | no | NONE | 1146d | `2026-02-25T14:03:32Z` | 1 | 1 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
|
| 198 |
| `syncdoth` | [profile](https://github.com/syncdoth) | no | FIRST_TIME_CONTRIBUTOR | 2690d | `2026-03-21T06:05:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 199 |
| `zhulinchng` | [profile](https://github.com/zhulinchng) | no | CONTRIBUTOR | 3429d | `2026-03-19T01:40:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 200 |
| `ZSLsherly` | [profile](https://github.com/ZSLsherly) | no | FIRST_TIMER | 975d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 201 |
| `zzc0430` | [profile](https://github.com/zzc0430) | no | NONE | 2338d | `2026-02-27T10:52:57Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
@@ -232,7 +232,6 @@
|
|
| 232 |
| `carcel-yu` | [profile](https://github.com/carcel-yu) | no | CONTRIBUTOR | 2067d | `2026-03-02T05:34:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 233 |
| `chandan11248` | [profile](https://github.com/chandan11248) | no | FIRST_TIME_CONTRIBUTOR | 728d | `2026-03-15T15:23:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 234 |
| `cloudyun888` | [profile](https://github.com/cloudyun888) | no | NONE | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
|
| 235 |
-
| `cluster2600` | [profile](https://github.com/cluster2600) | no | CONTRIBUTOR | 2067d | `2026-02-18T19:25:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
|
| 236 |
| `code-runner77` | [profile](https://github.com/code-runner77) | no | FIRST_TIMER | 194d | `2026-03-29T17:28:59Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 237 |
| `cogniera` | [profile](https://github.com/cogniera) | no | FIRST_TIME_CONTRIBUTOR | 224d | `2026-02-17T22:29:44Z` | 1 | 0 | strong | moderate | low | young account |
|
| 238 |
| `CyrilSterling` | [profile](https://github.com/CyrilSterling) | no | FIRST_TIME_CONTRIBUTOR | 2828d | `2026-03-13T13:02:26Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
|
@@ -352,7 +351,6 @@
|
|
| 352 |
| `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
|
| 353 |
| `tianhaocui` | [profile](https://github.com/tianhaocui) | no | FIRST_TIME_CONTRIBUTOR | 2442d | `2026-04-19T10:27:36Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
|
| 354 |
| `TinderZ` | [profile](https://github.com/TinderZ) | no | CONTRIBUTOR | 750d | `2026-02-19T02:35:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 355 |
-
| `Tokarak` | [profile](https://github.com/Tokarak) | yes | FIRST_TIME_CONTRIBUTOR | 2200d | `2026-04-19T17:22:36Z` | 1 | 0 | weak | low | low | high open PR share |
|
| 356 |
| `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 357 |
| `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 358 |
| `vishalpatil-45` | [profile](https://github.com/vishalpatil-45) | no | NONE | 430d | `2026-02-25T08:27:32Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
|
@@ -1118,29 +1116,6 @@ Example artifacts:
|
|
| 1118 |
- [Issue #43725: Quantization model behavior changed](https://github.com/huggingface/transformers/issues/43725) — closed
|
| 1119 |
- [Issue #42994: quantized model saving failed](https://github.com/huggingface/transformers/issues/42994) — closed
|
| 1120 |
|
| 1121 |
-
### `dario-fumarola`
|
| 1122 |
-
|
| 1123 |
-
- profile: [github.com/dario-fumarola](https://github.com/dario-fumarola)
|
| 1124 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adario-fumarola)
|
| 1125 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adario-fumarola)
|
| 1126 |
-
- repo first seen: `2026-02-18T21:12:22Z`
|
| 1127 |
-
- repo last seen: `2026-02-18T21:15:37Z`
|
| 1128 |
-
- first seen in snapshot: **no**
|
| 1129 |
-
- repo association: **NONE**
|
| 1130 |
-
- repo primary artifacts: **9**
|
| 1131 |
-
- snapshot authored PRs/issues: **9 PRs / 0 issues**
|
| 1132 |
-
- snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
|
| 1133 |
-
- account age: **1750 days**
|
| 1134 |
-
- recent public PR activity: **23 PRs** (4 merged / 14 closed-unmerged / 5 open; merged rate **17%**, closed-unmerged rate **61%**, open rate **22%**)
|
| 1135 |
-
- public orgs: none visible
|
| 1136 |
-
- compact scores: follow-through **weak**, breadth **high**, automation risk **low**
|
| 1137 |
-
- heuristic read: **broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
|
| 1138 |
-
|
| 1139 |
-
Example artifacts:
|
| 1140 |
-
- [PR #44141: Refactor ibert output tracing with capture_outputs](https://github.com/huggingface/transformers/pull/44141) — closed
|
| 1141 |
-
- [PR #44140: Refactor megatron_bert to use automatic output tracing](https://github.com/huggingface/transformers/pull/44140) — closed
|
| 1142 |
-
- [PR #44139: Refactor lilt to use automatic output tracing](https://github.com/huggingface/transformers/pull/44139) — closed
|
| 1143 |
-
|
| 1144 |
### `ebezzam`
|
| 1145 |
|
| 1146 |
- profile: [github.com/ebezzam](https://github.com/ebezzam)
|
|
@@ -4638,6 +4613,28 @@ Example artifacts:
|
|
| 4638 |
- [PR #44907: Remove unnecessary expand_as in get_placeholder_mask across VLMs](https://github.com/huggingface/transformers/pull/44907) — open
|
| 4639 |
- [Issue #44906: Remove unnecessary `expand_as` in `get_placeholder_mask` across VLMs](https://github.com/huggingface/transformers/issues/44906) — open
|
| 4640 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4641 |
### `zhulinchng`
|
| 4642 |
|
| 4643 |
- profile: [github.com/zhulinchng](https://github.com/zhulinchng)
|
|
@@ -5397,27 +5394,6 @@ Example artifacts:
|
|
| 5397 |
Example artifacts:
|
| 5398 |
- [PR #45460: fix(tokenization): re-raise ImportError to allow RuntimeError/OSError fallback (#45459)](https://github.com/huggingface/transformers/pull/45460) — closed
|
| 5399 |
|
| 5400 |
-
### `cluster2600`
|
| 5401 |
-
|
| 5402 |
-
- profile: [github.com/cluster2600](https://github.com/cluster2600)
|
| 5403 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acluster2600)
|
| 5404 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acluster2600)
|
| 5405 |
-
- repo first seen: `2026-02-18T19:25:52Z`
|
| 5406 |
-
- repo last seen: `2026-02-18T19:25:52Z`
|
| 5407 |
-
- first seen in snapshot: **no**
|
| 5408 |
-
- repo association: **CONTRIBUTOR**
|
| 5409 |
-
- repo primary artifacts: **1**
|
| 5410 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5411 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 5412 |
-
- account age: **2067 days**
|
| 5413 |
-
- recent public PR activity: **170 PRs** (57 merged / 98 closed-unmerged / 15 open; merged rate **34%**, closed-unmerged rate **58%**, open rate **9%**)
|
| 5414 |
-
- public orgs: none visible
|
| 5415 |
-
- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
|
| 5416 |
-
- heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs**
|
| 5417 |
-
|
| 5418 |
-
Example artifacts:
|
| 5419 |
-
- [PR #44131: docs: fix typo 'AuoQuant' → 'AutoQuant' and clarify FINEGRAINED_FP8 library column](https://github.com/huggingface/transformers/pull/44131) — closed, merged
|
| 5420 |
-
|
| 5421 |
### `code-runner77`
|
| 5422 |
|
| 5423 |
- profile: [github.com/code-runner77](https://github.com/code-runner77)
|
|
@@ -7919,27 +7895,6 @@ Example artifacts:
|
|
| 7919 |
Example artifacts:
|
| 7920 |
- [PR #44144: [docs] Add Chinese translations for common NLP task tutorials](https://github.com/huggingface/transformers/pull/44144) — closed, merged
|
| 7921 |
|
| 7922 |
-
### `Tokarak`
|
| 7923 |
-
|
| 7924 |
-
- profile: [github.com/Tokarak](https://github.com/Tokarak)
|
| 7925 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ATokarak)
|
| 7926 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ATokarak)
|
| 7927 |
-
- repo first seen: `2026-04-19T17:22:36Z`
|
| 7928 |
-
- repo last seen: `2026-04-19T17:39:27Z`
|
| 7929 |
-
- first seen in snapshot: **yes**
|
| 7930 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 7931 |
-
- repo primary artifacts: **1**
|
| 7932 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7933 |
-
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 7934 |
-
- account age: **2200 days**
|
| 7935 |
-
- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 7936 |
-
- public orgs: none visible
|
| 7937 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 7938 |
-
- heuristic read: **high open PR share**
|
| 7939 |
-
|
| 7940 |
-
Example artifacts:
|
| 7941 |
-
- [PR #45516: T5Gemma2: fix `prepare_decoder_input_ids_from_labels`](https://github.com/huggingface/transformers/pull/45516) — open
|
| 7942 |
-
|
| 7943 |
### `VanshikaSohal`
|
| 7944 |
|
| 7945 |
- profile: [github.com/VanshikaSohal](https://github.com/VanshikaSohal)
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260420T000044Z`
|
| 4 |
+
- Generated: `2026-04-20T00:01:04Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `359`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 40 |
| `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 |
|
| 41 |
| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 12 | 0 | strong | moderate | low | — |
|
| 42 |
| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 11 | 4 | strong | moderate | low | high recent PR volume |
|
|
|
|
| 43 |
| `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4683d | `2025-07-25T12:59:52Z` | 9 | 0 | mixed | low | low | — |
|
| 44 |
| `danielalanbates` | [profile](https://github.com/danielalanbates) | no | NONE | 338d | `2026-02-21T04:32:30Z` | 8 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 45 |
| `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 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 |
|
|
|
|
| 195 |
| `ShahVandit` | [profile](https://github.com/ShahVandit) | no | FIRST_TIME_CONTRIBUTOR | 1886d | `2026-02-02T02:33:32Z` | 1 | 1 | mixed | low | low | no visible non-self stars |
|
| 196 |
| `stuckvgn` | [profile](https://github.com/stuckvgn) | no | NONE | 1146d | `2026-02-25T14:03:32Z` | 1 | 1 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
|
| 197 |
| `syncdoth` | [profile](https://github.com/syncdoth) | no | FIRST_TIME_CONTRIBUTOR | 2690d | `2026-03-21T06:05:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 198 |
+
| `Tokarak` | [profile](https://github.com/Tokarak) | no | FIRST_TIME_CONTRIBUTOR | 2200d | `2026-04-19T17:22:36Z` | 1 | 1 | weak | low | low | high open PR share |
|
| 199 |
| `zhulinchng` | [profile](https://github.com/zhulinchng) | no | CONTRIBUTOR | 3429d | `2026-03-19T01:40:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 200 |
| `ZSLsherly` | [profile](https://github.com/ZSLsherly) | no | FIRST_TIMER | 975d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 201 |
| `zzc0430` | [profile](https://github.com/zzc0430) | no | NONE | 2338d | `2026-02-27T10:52:57Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 232 |
| `carcel-yu` | [profile](https://github.com/carcel-yu) | no | CONTRIBUTOR | 2067d | `2026-03-02T05:34:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 233 |
| `chandan11248` | [profile](https://github.com/chandan11248) | no | FIRST_TIME_CONTRIBUTOR | 728d | `2026-03-15T15:23:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 234 |
| `cloudyun888` | [profile](https://github.com/cloudyun888) | no | NONE | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
|
|
|
|
| 235 |
| `code-runner77` | [profile](https://github.com/code-runner77) | no | FIRST_TIMER | 194d | `2026-03-29T17:28:59Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 236 |
| `cogniera` | [profile](https://github.com/cogniera) | no | FIRST_TIME_CONTRIBUTOR | 224d | `2026-02-17T22:29:44Z` | 1 | 0 | strong | moderate | low | young account |
|
| 237 |
| `CyrilSterling` | [profile](https://github.com/CyrilSterling) | no | FIRST_TIME_CONTRIBUTOR | 2828d | `2026-03-13T13:02:26Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 351 |
| `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
|
| 352 |
| `tianhaocui` | [profile](https://github.com/tianhaocui) | no | FIRST_TIME_CONTRIBUTOR | 2442d | `2026-04-19T10:27:36Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
|
| 353 |
| `TinderZ` | [profile](https://github.com/TinderZ) | no | CONTRIBUTOR | 750d | `2026-02-19T02:35:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 354 |
| `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 355 |
| `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 356 |
| `vishalpatil-45` | [profile](https://github.com/vishalpatil-45) | no | NONE | 430d | `2026-02-25T08:27:32Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
|
|
|
| 1116 |
- [Issue #43725: Quantization model behavior changed](https://github.com/huggingface/transformers/issues/43725) — closed
|
| 1117 |
- [Issue #42994: quantized model saving failed](https://github.com/huggingface/transformers/issues/42994) — closed
|
| 1118 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1119 |
### `ebezzam`
|
| 1120 |
|
| 1121 |
- profile: [github.com/ebezzam](https://github.com/ebezzam)
|
|
|
|
| 4613 |
- [PR #44907: Remove unnecessary expand_as in get_placeholder_mask across VLMs](https://github.com/huggingface/transformers/pull/44907) — open
|
| 4614 |
- [Issue #44906: Remove unnecessary `expand_as` in `get_placeholder_mask` across VLMs](https://github.com/huggingface/transformers/issues/44906) — open
|
| 4615 |
|
| 4616 |
+
### `Tokarak`
|
| 4617 |
+
|
| 4618 |
+
- profile: [github.com/Tokarak](https://github.com/Tokarak)
|
| 4619 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ATokarak)
|
| 4620 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ATokarak)
|
| 4621 |
+
- repo first seen: `2026-04-19T17:22:36Z`
|
| 4622 |
+
- repo last seen: `2026-04-19T21:04:21Z`
|
| 4623 |
+
- first seen in snapshot: **no**
|
| 4624 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4625 |
+
- repo primary artifacts: **2**
|
| 4626 |
+
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 4627 |
+
- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
|
| 4628 |
+
- account age: **2200 days**
|
| 4629 |
+
- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 4630 |
+
- public orgs: none visible
|
| 4631 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 4632 |
+
- heuristic read: **high open PR share**
|
| 4633 |
+
|
| 4634 |
+
Example artifacts:
|
| 4635 |
+
- [PR #45516: T5Gemma2: fix `prepare_decoder_input_ids_from_labels`](https://github.com/huggingface/transformers/pull/45516) — open
|
| 4636 |
+
- [Issue #45517: MPS OOM error, finetuning T5Gemma2 with Seq2SeqTrainer](https://github.com/huggingface/transformers/issues/45517) — open
|
| 4637 |
+
|
| 4638 |
### `zhulinchng`
|
| 4639 |
|
| 4640 |
- profile: [github.com/zhulinchng](https://github.com/zhulinchng)
|
|
|
|
| 5394 |
Example artifacts:
|
| 5395 |
- [PR #45460: fix(tokenization): re-raise ImportError to allow RuntimeError/OSError fallback (#45459)](https://github.com/huggingface/transformers/pull/45460) — closed
|
| 5396 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5397 |
### `code-runner77`
|
| 5398 |
|
| 5399 |
- profile: [github.com/code-runner77](https://github.com/code-runner77)
|
|
|
|
| 7895 |
Example artifacts:
|
| 7896 |
- [PR #44144: [docs] Add Chinese translations for common NLP task tutorials](https://github.com/huggingface/transformers/pull/44144) — closed, merged
|
| 7897 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7898 |
### `VanshikaSohal`
|
| 7899 |
|
| 7900 |
- profile: [github.com/VanshikaSohal](https://github.com/VanshikaSohal)
|
new_contributors.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9613b5db394a6d084aa1307b5e53c82a2e3097f04ee8be0769c697e854fe203c
|
| 3 |
+
size 63793
|
pr_comments.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:64ac755ceecb90d0a4ac4e6db86ea0db56d5008346e315de6f25e743c2454e10
|
| 3 |
+
size 1206240
|
pr_diffs.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f8f8e6ebf3c5578f31053139c35b4c814278634eeca3030a3e63e62f77be67ac
|
| 3 |
+
size 21737830
|
pr_files.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6cde25f68478db05ae650a8f787c190e7f22a1367b4316d5353ea88c24e3ee28
|
| 3 |
+
size 37613593
|
pull_requests.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7f3b4a4348d7af709032f6ad9e106b3167f2dfd662fff39facb194355262e70a
|
| 3 |
+
size 1508757
|
review_comments.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c4febcd2c50eacbd11114bca399322d903e66e4919a26f8ffa3ac3626bd7f2a
|
| 3 |
+
size 2050230
|
reviews.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b0fca3e0ad954f059dc08aca5652d7440f62519733018930797c70b37213e49e
|
| 3 |
+
size 631885
|
snapshots/20260420T000044Z/manifest.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifacts": {
|
| 3 |
+
"new_contributors_json": "new-contributors-report.json",
|
| 4 |
+
"new_contributors_markdown": "new-contributors-report.md",
|
| 5 |
+
"new_contributors_parquet": "new_contributors.parquet"
|
| 6 |
+
},
|
| 7 |
+
"counts": {
|
| 8 |
+
"comments": 8397,
|
| 9 |
+
"issues": 622,
|
| 10 |
+
"links": 2565,
|
| 11 |
+
"new_contributors": 359,
|
| 12 |
+
"pr_diffs": 1875,
|
| 13 |
+
"pr_files": 26232,
|
| 14 |
+
"pull_requests": 1875,
|
| 15 |
+
"review_comments": 12028,
|
| 16 |
+
"reviews": 6910,
|
| 17 |
+
"timeline_events": 37674
|
| 18 |
+
},
|
| 19 |
+
"crawl_started_at": "2026-04-20T00:00:44Z",
|
| 20 |
+
"delta_counts": {
|
| 21 |
+
"comments": 3,
|
| 22 |
+
"issue_stubs": 4,
|
| 23 |
+
"issues": 1,
|
| 24 |
+
"links": 1,
|
| 25 |
+
"pr_diffs": 3,
|
| 26 |
+
"pr_files": 41,
|
| 27 |
+
"pull_requests": 3,
|
| 28 |
+
"review_comments": 54,
|
| 29 |
+
"reviews": 16,
|
| 30 |
+
"timeline_events": 100
|
| 31 |
+
},
|
| 32 |
+
"extracted_at": "2026-04-20T00:00:44Z",
|
| 33 |
+
"repo": "huggingface/transformers",
|
| 34 |
+
"snapshot_id": "20260420T000044Z",
|
| 35 |
+
"watermark": {
|
| 36 |
+
"effective_since": "2026-04-19T18:00:40Z",
|
| 37 |
+
"next_since": "2026-04-20T00:00:44Z"
|
| 38 |
+
}
|
| 39 |
+
}
|
snapshots/latest.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"archived_manifest_path": "snapshots/
|
| 3 |
-
"latest_snapshot_id": "
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
-
"next_since": "2026-04-
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
-
"snapshot_dir": "snapshots/
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"archived_manifest_path": "snapshots/20260420T000044Z/manifest.json",
|
| 3 |
+
"latest_snapshot_id": "20260420T000044Z",
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
+
"next_since": "2026-04-20T00:00:44Z",
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
+
"snapshot_dir": "snapshots/20260420T000044Z"
|
| 8 |
}
|
state/watermark.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"effective_since": "2026-04-
|
| 3 |
-
"last_successful_snapshot_id": "
|
| 4 |
-
"next_since": "2026-04-
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
-
"updated_at": "2026-04-
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"effective_since": "2026-04-19T18:00:40Z",
|
| 3 |
+
"last_successful_snapshot_id": "20260420T000044Z",
|
| 4 |
+
"next_since": "2026-04-20T00:00:44Z",
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
+
"updated_at": "2026-04-20T00:00:44Z"
|
| 7 |
}
|