evalstate HF Staff commited on
Commit
25744af
·
verified ·
1 Parent(s): ee73ffe

Refresh transformers dataset snapshot 20260607T060034Z

Browse files
README.md CHANGED
@@ -75,7 +75,7 @@ Use:
75
  - eval set creation
76
 
77
  Notes:
78
- - latest snapshot: `20260607T000022Z`
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: `20260607T060034Z`
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:de08b4b5ed5a81315f8ef1f45429e9a32ec67c480f00523cdeaebc4ab575239e
3
- size 2784908
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a09a0f46dceeedcb84413549a9d325a01d74dde5812840ea5e7e99c6441ac485
3
+ size 2785005
events.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:76095870ae49ff9882f1f1a4241d440cfcbe8c4c038576f555ea1a79b519af3c
3
- size 846163
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d2396359e4b7fd6179e316d7a2a4f9b0560fdf27d5199a170b8d845e36cc952b
3
+ size 845451
issues.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3ef02ebd8f02558f6cce8d6dd03cdd6c5323100f2e8ea9e3d6bb22a064965a2d
3
- size 1131842
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fa0c360a766d82cd8a068e85cb2beb133bab71a2d5807da8ae895f95c8a409da
3
+ size 1133594
links.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9a2cfb8b0ef4360ef499e5c1706eec2f1ae615043e3e7f6ecfb0f1ec896bb691
3
- size 53471
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:459563dd9de01615c09099772ab61674bfc00c36df2752078a59e85d8c0134b6
3
+ size 53507
manifest.json CHANGED
@@ -1,41 +1,41 @@
1
  {
2
  "artifacts": {
3
- "archived_pr_scope_clusters_json": "snapshots/20260607T000022Z/pr-scope-clusters.json",
4
  "new_contributors_json": "new-contributors-report.json",
5
  "new_contributors_markdown": "new-contributors-report.md",
6
  "new_contributors_parquet": "new_contributors.parquet",
7
  "pr_scope_clusters_json": "pr-scope-clusters.json"
8
  },
9
  "counts": {
10
- "comments": 12908,
11
- "issues": 825,
12
- "links": 4565,
13
- "new_contributors": 352,
14
- "pr_diffs": 2663,
15
- "pr_files": 35984,
16
- "pull_requests": 2663,
17
- "review_comments": 16286,
18
- "reviews": 9597,
19
- "timeline_events": 52712
20
  },
21
- "crawl_started_at": "2026-06-07T00:00:22Z",
22
  "delta_counts": {
23
- "comments": 0,
24
- "issue_stubs": 2,
25
- "issues": 0,
26
- "links": 677,
27
- "pr_diffs": 2,
28
- "pr_files": 5,
29
- "pull_requests": 2,
30
- "review_comments": 29,
31
- "reviews": 4,
32
- "timeline_events": 27
33
  },
34
- "extracted_at": "2026-06-07T00:00:22Z",
35
  "repo": "huggingface/transformers",
36
- "snapshot_id": "20260607T000022Z",
37
  "watermark": {
38
- "effective_since": "2026-06-06T18:00:20Z",
39
- "next_since": "2026-06-07T00:00:22Z"
40
  }
41
  }
 
1
  {
2
  "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260607T060034Z/pr-scope-clusters.json",
4
  "new_contributors_json": "new-contributors-report.json",
5
  "new_contributors_markdown": "new-contributors-report.md",
6
  "new_contributors_parquet": "new_contributors.parquet",
7
  "pr_scope_clusters_json": "pr-scope-clusters.json"
8
  },
9
  "counts": {
10
+ "comments": 12909,
11
+ "issues": 826,
12
+ "links": 4569,
13
+ "new_contributors": 353,
14
+ "pr_diffs": 2665,
15
+ "pr_files": 35991,
16
+ "pull_requests": 2665,
17
+ "review_comments": 16287,
18
+ "reviews": 9598,
19
+ "timeline_events": 52723
20
  },
21
+ "crawl_started_at": "2026-06-07T06:00:34Z",
22
  "delta_counts": {
23
+ "comments": 1,
24
+ "issue_stubs": 4,
25
+ "issues": 1,
26
+ "links": 6,
27
+ "pr_diffs": 3,
28
+ "pr_files": 13,
29
+ "pull_requests": 3,
30
+ "review_comments": 1,
31
+ "reviews": 1,
32
+ "timeline_events": 13
33
  },
34
+ "extracted_at": "2026-06-07T06:00:34Z",
35
  "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260607T060034Z",
37
  "watermark": {
38
+ "effective_since": "2026-06-07T00:00:22Z",
39
+ "next_since": "2026-06-07T06:00:34Z"
40
  }
41
  }
new-contributors-report.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
- "snapshot_id": "20260607T000022Z",
5
- "generated_at": "2026-06-07T00:00:41Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
- "selected_contributors": 352,
10
- "first_seen_in_snapshot": 0,
11
  "known_via_prior_merged_pr": 163,
12
  "previous_primary_author_count": 1307,
13
  "selected_seen_in_previous_primary": 352,
14
- "previous_report_contributor_count": 359,
15
  "selected_overlap_previous_report": 352,
16
- "selected_overlap_previous_report_rate": 1.0,
17
  "reused_previous_report_entries": 348,
18
  "reused_known_merged_contributors": 160,
19
- "live_fetches": 4,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
- "enrichment_elapsed_seconds": 0.563,
23
- "enrichment_avg_seconds_per_author": 0.002,
24
  "enrichment_failures": 4
25
  },
26
  "contributors": [
@@ -3808,6 +3808,83 @@
3808
  },
3809
  "fetch_error": null
3810
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3811
  {
3812
  "author_login": "sirzechs66",
3813
  "name": "Kartik Gupta ",
@@ -5911,83 +5988,6 @@
5911
  },
5912
  "fetch_error": null
5913
  },
5914
- {
5915
- "author_login": "he-yufeng",
5916
- "name": "Yufeng He",
5917
- "profile_url": "https://github.com/he-yufeng",
5918
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahe-yufeng",
5919
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahe-yufeng",
5920
- "repo_first_seen_at": "2026-03-14T18:33:53Z",
5921
- "repo_last_seen_at": "2026-06-05T08:23:53Z",
5922
- "repo_primary_artifact_count": 4,
5923
- "repo_artifact_count": 14,
5924
- "snapshot_issue_count": 0,
5925
- "snapshot_pr_count": 4,
5926
- "snapshot_comment_count": 6,
5927
- "snapshot_review_count": 2,
5928
- "snapshot_review_comment_count": 2,
5929
- "repo_association": "CONTRIBUTOR",
5930
- "new_to_repo": false,
5931
- "first_seen_in_snapshot": false,
5932
- "known_via_prior_merged_pr": true,
5933
- "report_reason": null,
5934
- "enrichment_source": "previous_report",
5935
- "live_refetch_skipped": true,
5936
- "account_age_days": 2909,
5937
- "young_account": false,
5938
- "follow_through_score": "weak",
5939
- "breadth_score": "very high",
5940
- "automation_risk_signal": "medium",
5941
- "heuristic_note": "extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos",
5942
- "public_orgs": [],
5943
- "activity": {
5944
- "visible_authored_pr_count": 326,
5945
- "merged_pr_count": 56,
5946
- "closed_unmerged_pr_count": 72,
5947
- "open_pr_count": 198,
5948
- "merged_pr_rate": 0.1718,
5949
- "closed_unmerged_pr_rate": 0.2209,
5950
- "still_open_pr_rate": 0.6074,
5951
- "distinct_repos_with_authored_prs": 48,
5952
- "distinct_repos_with_open_prs": 37
5953
- },
5954
- "examples": {
5955
- "pull_requests": [
5956
- {
5957
- "kind": "pull_request",
5958
- "number": 46436,
5959
- "title": "fix: honor static cache max len config",
5960
- "url": "https://github.com/huggingface/transformers/pull/46436",
5961
- "state": "open",
5962
- "merged": false,
5963
- "draft": false,
5964
- "created_at": "2026-06-05T08:23:53Z"
5965
- },
5966
- {
5967
- "kind": "pull_request",
5968
- "number": 46248,
5969
- "title": "fix: handle anchored FP8 weight source patterns",
5970
- "url": "https://github.com/huggingface/transformers/pull/46248",
5971
- "state": "closed",
5972
- "merged": false,
5973
- "draft": false,
5974
- "created_at": "2026-05-27T19:03:56Z"
5975
- },
5976
- {
5977
- "kind": "pull_request",
5978
- "number": 44892,
5979
- "title": "Fix AutoImageProcessor.from_pretrained failing on URL input",
5980
- "url": "https://github.com/huggingface/transformers/pull/44892",
5981
- "state": "closed",
5982
- "merged": false,
5983
- "draft": false,
5984
- "created_at": "2026-03-20T16:21:25Z"
5985
- }
5986
- ],
5987
- "issues": []
5988
- },
5989
- "fetch_error": null
5990
- },
5991
  {
5992
  "author_login": "sergiopaniego",
5993
  "name": "Sergio Paniego Blanco",
@@ -14117,7 +14117,7 @@
14117
  "url": "https://github.com/huggingface/transformers/pull/46465",
14118
  "state": "open",
14119
  "merged": false,
14120
- "draft": true,
14121
  "created_at": "2026-06-06T15:04:10Z"
14122
  }
14123
  ],
@@ -21388,6 +21388,67 @@
21388
  },
21389
  "fetch_error": null
21390
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
21391
  {
21392
  "author_login": "Ramshankar07",
21393
  "name": "Ramshankar",
 
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
+ "snapshot_id": "20260607T060034Z",
5
+ "generated_at": "2026-06-07T06:00:57Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
+ "selected_contributors": 353,
10
+ "first_seen_in_snapshot": 1,
11
  "known_via_prior_merged_pr": 163,
12
  "previous_primary_author_count": 1307,
13
  "selected_seen_in_previous_primary": 352,
14
+ "previous_report_contributor_count": 352,
15
  "selected_overlap_previous_report": 352,
16
+ "selected_overlap_previous_report_rate": 0.9972,
17
  "reused_previous_report_entries": 348,
18
  "reused_known_merged_contributors": 160,
19
+ "live_fetches": 5,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
+ "enrichment_elapsed_seconds": 3.226,
23
+ "enrichment_avg_seconds_per_author": 0.009,
24
  "enrichment_failures": 4
25
  },
26
  "contributors": [
 
3808
  },
3809
  "fetch_error": null
3810
  },
3811
+ {
3812
+ "author_login": "he-yufeng",
3813
+ "name": "Yufeng He",
3814
+ "profile_url": "https://github.com/he-yufeng",
3815
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahe-yufeng",
3816
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahe-yufeng",
3817
+ "repo_first_seen_at": "2026-03-14T18:33:53Z",
3818
+ "repo_last_seen_at": "2026-06-07T04:11:01Z",
3819
+ "repo_primary_artifact_count": 5,
3820
+ "repo_artifact_count": 15,
3821
+ "snapshot_issue_count": 0,
3822
+ "snapshot_pr_count": 5,
3823
+ "snapshot_comment_count": 6,
3824
+ "snapshot_review_count": 2,
3825
+ "snapshot_review_comment_count": 2,
3826
+ "repo_association": "CONTRIBUTOR",
3827
+ "new_to_repo": false,
3828
+ "first_seen_in_snapshot": false,
3829
+ "known_via_prior_merged_pr": true,
3830
+ "report_reason": null,
3831
+ "enrichment_source": "previous_report",
3832
+ "live_refetch_skipped": true,
3833
+ "account_age_days": 2909,
3834
+ "young_account": false,
3835
+ "follow_through_score": "weak",
3836
+ "breadth_score": "very high",
3837
+ "automation_risk_signal": "medium",
3838
+ "heuristic_note": "extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos",
3839
+ "public_orgs": [],
3840
+ "activity": {
3841
+ "visible_authored_pr_count": 326,
3842
+ "merged_pr_count": 56,
3843
+ "closed_unmerged_pr_count": 72,
3844
+ "open_pr_count": 198,
3845
+ "merged_pr_rate": 0.1718,
3846
+ "closed_unmerged_pr_rate": 0.2209,
3847
+ "still_open_pr_rate": 0.6074,
3848
+ "distinct_repos_with_authored_prs": 48,
3849
+ "distinct_repos_with_open_prs": 37
3850
+ },
3851
+ "examples": {
3852
+ "pull_requests": [
3853
+ {
3854
+ "kind": "pull_request",
3855
+ "number": 46470,
3856
+ "title": "Fix T5 decoder input validation error messages",
3857
+ "url": "https://github.com/huggingface/transformers/pull/46470",
3858
+ "state": "open",
3859
+ "merged": false,
3860
+ "draft": false,
3861
+ "created_at": "2026-06-07T04:11:01Z"
3862
+ },
3863
+ {
3864
+ "kind": "pull_request",
3865
+ "number": 46436,
3866
+ "title": "fix: honor static cache max len config",
3867
+ "url": "https://github.com/huggingface/transformers/pull/46436",
3868
+ "state": "open",
3869
+ "merged": false,
3870
+ "draft": false,
3871
+ "created_at": "2026-06-05T08:23:53Z"
3872
+ },
3873
+ {
3874
+ "kind": "pull_request",
3875
+ "number": 46248,
3876
+ "title": "fix: handle anchored FP8 weight source patterns",
3877
+ "url": "https://github.com/huggingface/transformers/pull/46248",
3878
+ "state": "closed",
3879
+ "merged": false,
3880
+ "draft": false,
3881
+ "created_at": "2026-05-27T19:03:56Z"
3882
+ }
3883
+ ],
3884
+ "issues": []
3885
+ },
3886
+ "fetch_error": null
3887
+ },
3888
  {
3889
  "author_login": "sirzechs66",
3890
  "name": "Kartik Gupta ",
 
5988
  },
5989
  "fetch_error": null
5990
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5991
  {
5992
  "author_login": "sergiopaniego",
5993
  "name": "Sergio Paniego Blanco",
 
14117
  "url": "https://github.com/huggingface/transformers/pull/46465",
14118
  "state": "open",
14119
  "merged": false,
14120
+ "draft": false,
14121
  "created_at": "2026-06-06T15:04:10Z"
14122
  }
14123
  ],
 
21388
  },
21389
  "fetch_error": null
21390
  },
21391
+ {
21392
+ "author_login": "ramkumar27072006",
21393
+ "name": "Ramkumar R",
21394
+ "profile_url": "https://github.com/ramkumar27072006",
21395
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aramkumar27072006",
21396
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aramkumar27072006",
21397
+ "repo_first_seen_at": "2026-06-07T03:16:30Z",
21398
+ "repo_last_seen_at": "2026-06-07T03:16:30Z",
21399
+ "repo_primary_artifact_count": 1,
21400
+ "repo_artifact_count": 1,
21401
+ "snapshot_issue_count": 0,
21402
+ "snapshot_pr_count": 1,
21403
+ "snapshot_comment_count": 0,
21404
+ "snapshot_review_count": 0,
21405
+ "snapshot_review_comment_count": 0,
21406
+ "repo_association": "FIRST_TIME_CONTRIBUTOR",
21407
+ "new_to_repo": true,
21408
+ "first_seen_in_snapshot": true,
21409
+ "known_via_prior_merged_pr": false,
21410
+ "report_reason": "first_seen_in_snapshot",
21411
+ "enrichment_source": "live",
21412
+ "live_refetch_skipped": false,
21413
+ "account_age_days": 543,
21414
+ "young_account": false,
21415
+ "follow_through_score": "weak",
21416
+ "breadth_score": "moderate",
21417
+ "automation_risk_signal": "medium",
21418
+ "heuristic_note": "many recent closed-unmerged PRs; high open PR share; targets high-star repos",
21419
+ "public_orgs": [
21420
+ "init-club",
21421
+ "Crimson-Trinity",
21422
+ "PixelPack-exe"
21423
+ ],
21424
+ "activity": {
21425
+ "visible_authored_pr_count": 9,
21426
+ "merged_pr_count": 0,
21427
+ "closed_unmerged_pr_count": 5,
21428
+ "open_pr_count": 4,
21429
+ "merged_pr_rate": 0.0,
21430
+ "closed_unmerged_pr_rate": 0.5556,
21431
+ "still_open_pr_rate": 0.4444,
21432
+ "distinct_repos_with_authored_prs": 5,
21433
+ "distinct_repos_with_open_prs": 4
21434
+ },
21435
+ "examples": {
21436
+ "pull_requests": [
21437
+ {
21438
+ "kind": "pull_request",
21439
+ "number": 46469,
21440
+ "title": "docs: fix typo in make_list_of_images docstring",
21441
+ "url": "https://github.com/huggingface/transformers/pull/46469",
21442
+ "state": "open",
21443
+ "merged": false,
21444
+ "draft": false,
21445
+ "created_at": "2026-06-07T03:16:30Z"
21446
+ }
21447
+ ],
21448
+ "issues": []
21449
+ },
21450
+ "fetch_error": null
21451
+ },
21452
  {
21453
  "author_login": "Ramshankar07",
21454
  "name": "Ramshankar",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260607T000022Z`
4
- - Generated: `2026-06-07T00:00:41Z`
5
  - Activity window: `60d`
6
- - Contributors: `352`
7
 
8
  ## Summary
9
 
@@ -52,6 +52,7 @@
52
  | `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no | CONTRIBUTOR | 1583d | `2026-05-03T18:22:43Z` | 5 | 0 | weak | moderate | low | high recent PR volume; targets high-star repos |
53
  | `filipinescu` | [profile](https://github.com/filipinescu) | no | CONTRIBUTOR | 953d | `2026-05-22T20:20:49Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
54
  | `guarin` | [profile](https://github.com/guarin) | no | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 5 | 0 | strong | low | low | — |
 
55
  | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
56
  | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
57
  | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -78,7 +79,6 @@
78
  | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
79
  | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
80
  | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 4 | 1 | mixed | moderate | low | — |
81
- | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 4 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
82
  | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
83
  | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3573d | `2026-04-02T19:05:35Z` | 3 | 0 | strong | low | low | targets high-star repos |
84
  | `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 |
@@ -317,6 +317,7 @@
317
  | `Protocol-zero-0` | [profile](https://github.com/Protocol-zero-0) | no | NONE | 110d | `2026-05-16T15:42:56Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
318
  | `puneetdixit200` | [profile](https://github.com/puneetdixit200) | no | NONE | 223d | `2026-05-16T09:13:29Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
319
  | `pvelayudhan` | [profile](https://github.com/pvelayudhan) | no | CONTRIBUTOR | 2051d | `2026-05-27T14:26:06Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 
320
  | `Ramshankar07` | [profile](https://github.com/Ramshankar07) | no | FIRST_TIME_CONTRIBUTOR | 1761d | `2026-05-19T19:06:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
321
  | `Ratwood98` | [profile](https://github.com/Ratwood98) | no | CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
322
  | `rishiarora123` | [profile](https://github.com/rishiarora123) | no | NONE | 1872d | `2026-05-22T18:19:48Z` | 1 | 0 | weak | moderate | low | high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
@@ -1395,6 +1396,29 @@ Example artifacts:
1395
  - [PR #46344: Fix flip_back graph break](https://github.com/huggingface/transformers/pull/46344) — closed, merged
1396
  - [PR #46163: Return logits from semantic segmentation post-process](https://github.com/huggingface/transformers/pull/46163) — open
1397
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1398
  ### `sirzechs66`
1399
 
1400
  - profile: [github.com/sirzechs66](https://github.com/sirzechs66)
@@ -2002,29 +2026,6 @@ Example artifacts:
2002
  - [PR #43915: add PaddleOCR-VL conversion](https://github.com/huggingface/transformers/pull/43915) — closed
2003
  - [Issue #41950: video-classification pipeline looks for image processors](https://github.com/huggingface/transformers/issues/41950) — closed
2004
 
2005
- ### `he-yufeng`
2006
-
2007
- - profile: [github.com/he-yufeng](https://github.com/he-yufeng)
2008
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahe-yufeng)
2009
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahe-yufeng)
2010
- - repo first seen: `2026-03-14T18:33:53Z`
2011
- - repo last seen: `2026-06-05T08:23:53Z`
2012
- - first seen in snapshot: **no**
2013
- - repo association: **CONTRIBUTOR**
2014
- - repo primary artifacts: **4**
2015
- - snapshot authored PRs/issues: **4 PRs / 0 issues**
2016
- - snapshot discussion activity: **6 comments / 2 reviews / 2 review comments**
2017
- - account age: **2909 days**
2018
- - recent public PR activity: **326 PRs** (56 merged / 72 closed-unmerged / 198 open; merged rate **17%**, closed-unmerged rate **22%**, open rate **61%**)
2019
- - public orgs: none visible
2020
- - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
2021
- - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
2022
-
2023
- Example artifacts:
2024
- - [PR #46436: fix: honor static cache max len config](https://github.com/huggingface/transformers/pull/46436) — open
2025
- - [PR #46248: fix: handle anchored FP8 weight source patterns](https://github.com/huggingface/transformers/pull/46248) — closed
2026
- - [PR #44892: Fix AutoImageProcessor.from_pretrained failing on URL input](https://github.com/huggingface/transformers/pull/44892) — closed
2027
-
2028
  ### `sergiopaniego`
2029
 
2030
  - profile: [github.com/sergiopaniego](https://github.com/sergiopaniego)
@@ -4541,7 +4542,7 @@ Example artifacts:
4541
  - heuristic read: **high open PR share; targets high-star repos**
4542
 
4543
  Example artifacts:
4544
- - [PR #46465: fix: T5 decoder error message uses wrong field names](https://github.com/huggingface/transformers/pull/46465) — open, draft
4545
  - [Issue #46463: [Bug] Incorrect error message for T5 model family's decoder input validation](https://github.com/huggingface/transformers/issues/46463) — open
4546
 
4547
  ### `ronansgd`
@@ -7195,6 +7196,27 @@ Example artifacts:
7195
  Example artifacts:
7196
  - [PR #46243: Separate pip command syntax for notebook and CLI tabs in Quickstart](https://github.com/huggingface/transformers/pull/46243) — closed, merged
7197
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7198
  ### `Ramshankar07`
7199
 
7200
  - profile: [github.com/Ramshankar07](https://github.com/Ramshankar07)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260607T060034Z`
4
+ - Generated: `2026-06-07T06:00:57Z`
5
  - Activity window: `60d`
6
+ - Contributors: `353`
7
 
8
  ## Summary
9
 
 
52
  | `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no | CONTRIBUTOR | 1583d | `2026-05-03T18:22:43Z` | 5 | 0 | weak | moderate | low | high recent PR volume; targets high-star repos |
53
  | `filipinescu` | [profile](https://github.com/filipinescu) | no | CONTRIBUTOR | 953d | `2026-05-22T20:20:49Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
54
  | `guarin` | [profile](https://github.com/guarin) | no | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 5 | 0 | strong | low | low | — |
55
+ | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
56
  | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
57
  | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
58
  | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 
79
  | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
80
  | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
81
  | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 4 | 1 | mixed | moderate | low | — |
 
82
  | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
83
  | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3573d | `2026-04-02T19:05:35Z` | 3 | 0 | strong | low | low | targets high-star repos |
84
  | `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 |
 
317
  | `Protocol-zero-0` | [profile](https://github.com/Protocol-zero-0) | no | NONE | 110d | `2026-05-16T15:42:56Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
318
  | `puneetdixit200` | [profile](https://github.com/puneetdixit200) | no | NONE | 223d | `2026-05-16T09:13:29Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
319
  | `pvelayudhan` | [profile](https://github.com/pvelayudhan) | no | CONTRIBUTOR | 2051d | `2026-05-27T14:26:06Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
320
+ | `ramkumar27072006` | [profile](https://github.com/ramkumar27072006) | yes | FIRST_TIME_CONTRIBUTOR | 543d | `2026-06-07T03:16:30Z` | 1 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
321
  | `Ramshankar07` | [profile](https://github.com/Ramshankar07) | no | FIRST_TIME_CONTRIBUTOR | 1761d | `2026-05-19T19:06:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
322
  | `Ratwood98` | [profile](https://github.com/Ratwood98) | no | CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
323
  | `rishiarora123` | [profile](https://github.com/rishiarora123) | no | NONE | 1872d | `2026-05-22T18:19:48Z` | 1 | 0 | weak | moderate | low | high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
 
1396
  - [PR #46344: Fix flip_back graph break](https://github.com/huggingface/transformers/pull/46344) — closed, merged
1397
  - [PR #46163: Return logits from semantic segmentation post-process](https://github.com/huggingface/transformers/pull/46163) — open
1398
 
1399
+ ### `he-yufeng`
1400
+
1401
+ - profile: [github.com/he-yufeng](https://github.com/he-yufeng)
1402
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahe-yufeng)
1403
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahe-yufeng)
1404
+ - repo first seen: `2026-03-14T18:33:53Z`
1405
+ - repo last seen: `2026-06-07T04:11:01Z`
1406
+ - first seen in snapshot: **no**
1407
+ - repo association: **CONTRIBUTOR**
1408
+ - repo primary artifacts: **5**
1409
+ - snapshot authored PRs/issues: **5 PRs / 0 issues**
1410
+ - snapshot discussion activity: **6 comments / 2 reviews / 2 review comments**
1411
+ - account age: **2909 days**
1412
+ - recent public PR activity: **326 PRs** (56 merged / 72 closed-unmerged / 198 open; merged rate **17%**, closed-unmerged rate **22%**, open rate **61%**)
1413
+ - public orgs: none visible
1414
+ - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
1415
+ - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
1416
+
1417
+ Example artifacts:
1418
+ - [PR #46470: Fix T5 decoder input validation error messages](https://github.com/huggingface/transformers/pull/46470) — open
1419
+ - [PR #46436: fix: honor static cache max len config](https://github.com/huggingface/transformers/pull/46436) — open
1420
+ - [PR #46248: fix: handle anchored FP8 weight source patterns](https://github.com/huggingface/transformers/pull/46248) — closed
1421
+
1422
  ### `sirzechs66`
1423
 
1424
  - profile: [github.com/sirzechs66](https://github.com/sirzechs66)
 
2026
  - [PR #43915: add PaddleOCR-VL conversion](https://github.com/huggingface/transformers/pull/43915) — closed
2027
  - [Issue #41950: video-classification pipeline looks for image processors](https://github.com/huggingface/transformers/issues/41950) — closed
2028
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2029
  ### `sergiopaniego`
2030
 
2031
  - profile: [github.com/sergiopaniego](https://github.com/sergiopaniego)
 
4542
  - heuristic read: **high open PR share; targets high-star repos**
4543
 
4544
  Example artifacts:
4545
+ - [PR #46465: fix: T5 decoder error message uses wrong field names](https://github.com/huggingface/transformers/pull/46465) — open
4546
  - [Issue #46463: [Bug] Incorrect error message for T5 model family's decoder input validation](https://github.com/huggingface/transformers/issues/46463) — open
4547
 
4548
  ### `ronansgd`
 
7196
  Example artifacts:
7197
  - [PR #46243: Separate pip command syntax for notebook and CLI tabs in Quickstart](https://github.com/huggingface/transformers/pull/46243) — closed, merged
7198
 
7199
+ ### `ramkumar27072006`
7200
+
7201
+ - profile: [github.com/ramkumar27072006](https://github.com/ramkumar27072006)
7202
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aramkumar27072006)
7203
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aramkumar27072006)
7204
+ - repo first seen: `2026-06-07T03:16:30Z`
7205
+ - repo last seen: `2026-06-07T03:16:30Z`
7206
+ - first seen in snapshot: **yes**
7207
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
7208
+ - repo primary artifacts: **1**
7209
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
7210
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7211
+ - account age: **543 days**
7212
+ - recent public PR activity: **9 PRs** (0 merged / 5 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **56%**, open rate **44%**)
7213
+ - public orgs: `init-club`, `Crimson-Trinity`, `PixelPack-exe`
7214
+ - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
7215
+ - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
7216
+
7217
+ Example artifacts:
7218
+ - [PR #46469: docs: fix typo in make_list_of_images docstring](https://github.com/huggingface/transformers/pull/46469) — open
7219
+
7220
  ### `Ramshankar07`
7221
 
7222
  - profile: [github.com/Ramshankar07](https://github.com/Ramshankar07)
new_contributors.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6dfa7697cfa31b24b59eb7d911a600b521c568439d4bc9914fc0a75766067361
3
- size 62589
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fcb32e6a6f1beff98a7c7eddf0a0bb7d15a3c5f810539984d52ceae9ac8c1e8c
3
+ size 62988
pr-scope-clusters.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "repo": "huggingface/transformers",
3
- "snapshot_id": "20260607T000022Z",
4
- "generated_at": "2026-06-07T00:00:39Z",
5
- "cluster_count": 68,
6
  "pr_scope_clusters": [
7
  {
8
  "cluster_id": "pr-scope-43636-10",
@@ -64,7 +64,7 @@
64
  {
65
  "left_pr_number": 43663,
66
  "right_pr_number": 45067,
67
- "similarity": 0.623,
68
  "content_similarity": 0.462,
69
  "size_similarity": 1.0,
70
  "breadth_similarity": 1.0,
@@ -96,8 +96,8 @@
96
  {
97
  "left_pr_number": 43651,
98
  "right_pr_number": 45067,
99
- "similarity": 0.519,
100
- "content_similarity": 0.373,
101
  "size_similarity": 0.72,
102
  "breadth_similarity": 1.0,
103
  "concentration_similarity": 1.0,
@@ -128,8 +128,8 @@
128
  {
129
  "left_pr_number": 43663,
130
  "right_pr_number": 44123,
131
- "similarity": 0.498,
132
- "content_similarity": 0.4,
133
  "size_similarity": 0.455,
134
  "breadth_similarity": 1.0,
135
  "concentration_similarity": 1.0,
@@ -144,8 +144,8 @@
144
  {
145
  "left_pr_number": 44257,
146
  "right_pr_number": 44660,
147
- "similarity": 0.486,
148
- "content_similarity": 0.266,
149
  "size_similarity": 1.0,
150
  "breadth_similarity": 1.0,
151
  "concentration_similarity": 1.0,
@@ -192,7 +192,7 @@
192
  {
193
  "left_pr_number": 44189,
194
  "right_pr_number": 44660,
195
- "similarity": 0.465,
196
  "content_similarity": 0.308,
197
  "size_similarity": 0.667,
198
  "breadth_similarity": 1.0,
@@ -208,7 +208,7 @@
208
  {
209
  "left_pr_number": 44189,
210
  "right_pr_number": 46457,
211
- "similarity": 0.463,
212
  "content_similarity": 0.325,
213
  "size_similarity": 0.571,
214
  "breadth_similarity": 1.0,
@@ -224,8 +224,8 @@
224
  {
225
  "left_pr_number": 45067,
226
  "right_pr_number": 46457,
227
- "similarity": 0.462,
228
- "content_similarity": 0.386,
229
  "size_similarity": 0.28,
230
  "breadth_similarity": 1.0,
231
  "concentration_similarity": 1.0,
@@ -272,8 +272,8 @@
272
  {
273
  "left_pr_number": 43636,
274
  "right_pr_number": 46457,
275
- "similarity": 0.449,
276
- "content_similarity": 0.291,
277
  "size_similarity": 0.636,
278
  "breadth_similarity": 1.0,
279
  "concentration_similarity": 1.0,
@@ -465,7 +465,7 @@
465
  "left_pr_number": 44660,
466
  "right_pr_number": 45055,
467
  "similarity": 0.413,
468
- "content_similarity": 0.268,
469
  "size_similarity": 0.5,
470
  "breadth_similarity": 1.0,
471
  "concentration_similarity": 1.0,
@@ -494,11 +494,11 @@
494
  ]
495
  },
496
  {
497
- "left_pr_number": 44257,
498
- "right_pr_number": 45067,
499
  "similarity": 0.406,
500
- "content_similarity": 0.314,
501
- "size_similarity": 0.24,
502
  "breadth_similarity": 1.0,
503
  "concentration_similarity": 1.0,
504
  "shared_filenames": [
@@ -510,11 +510,11 @@
510
  ]
511
  },
512
  {
513
- "left_pr_number": 43663,
514
- "right_pr_number": 45055,
515
- "similarity": 0.405,
516
- "content_similarity": 0.339,
517
- "size_similarity": 0.12,
518
  "breadth_similarity": 1.0,
519
  "concentration_similarity": 1.0,
520
  "shared_filenames": [
@@ -528,8 +528,8 @@
528
  {
529
  "left_pr_number": 43651,
530
  "right_pr_number": 44189,
531
- "similarity": 0.403,
532
- "content_similarity": 0.314,
533
  "size_similarity": 0.222,
534
  "breadth_similarity": 1.0,
535
  "concentration_similarity": 1.0,
@@ -544,7 +544,7 @@
544
  {
545
  "left_pr_number": 44123,
546
  "right_pr_number": 46457,
547
- "similarity": 0.403,
548
  "content_similarity": 0.335,
549
  "size_similarity": 0.127,
550
  "breadth_similarity": 1.0,
@@ -592,7 +592,7 @@
592
  {
593
  "left_pr_number": 43651,
594
  "right_pr_number": 44257,
595
- "similarity": 0.39,
596
  "content_similarity": 0.272,
597
  "size_similarity": 0.333,
598
  "breadth_similarity": 1.0,
@@ -640,7 +640,7 @@
640
  {
641
  "left_pr_number": 44257,
642
  "right_pr_number": 45055,
643
- "similarity": 0.386,
644
  "content_similarity": 0.231,
645
  "size_similarity": 0.5,
646
  "breadth_similarity": 1.0,
@@ -945,7 +945,7 @@
945
  {
946
  "left_pr_number": 42668,
947
  "right_pr_number": 44543,
948
- "similarity": 0.35,
949
  "content_similarity": 0.305,
950
  "size_similarity": 0.446,
951
  "breadth_similarity": 0.216,
@@ -1494,7 +1494,7 @@
1494
  {
1495
  "left_pr_number": 44547,
1496
  "right_pr_number": 46013,
1497
- "similarity": 0.502,
1498
  "content_similarity": 0.289,
1499
  "size_similarity": 1.0,
1500
  "breadth_similarity": 1.0,
@@ -1584,7 +1584,7 @@
1584
  {
1585
  "left_pr_number": 44974,
1586
  "right_pr_number": 45635,
1587
- "similarity": 0.718,
1588
  "content_similarity": 0.719,
1589
  "size_similarity": 0.59,
1590
  "breadth_similarity": 0.8,
@@ -1734,7 +1734,7 @@
1734
  "left_pr_number": 39683,
1735
  "right_pr_number": 45985,
1736
  "similarity": 0.603,
1737
- "content_similarity": 0.507,
1738
  "size_similarity": 0.652,
1739
  "breadth_similarity": 1.0,
1740
  "concentration_similarity": 1.0,
@@ -1751,7 +1751,7 @@
1751
  "left_pr_number": 34667,
1752
  "right_pr_number": 39683,
1753
  "similarity": 0.532,
1754
- "content_similarity": 0.443,
1755
  "size_similarity": 0.478,
1756
  "breadth_similarity": 1.0,
1757
  "concentration_similarity": 1.0,
@@ -1785,7 +1785,7 @@
1785
  "left_pr_number": 34667,
1786
  "right_pr_number": 44872,
1787
  "similarity": 0.442,
1788
- "content_similarity": 0.358,
1789
  "size_similarity": 0.273,
1790
  "breadth_similarity": 1.0,
1791
  "concentration_similarity": 1.0,
@@ -2012,7 +2012,7 @@
2012
  {
2013
  "left_pr_number": 41458,
2014
  "right_pr_number": 46293,
2015
- "similarity": 0.484,
2016
  "content_similarity": 0.498,
2017
  "size_similarity": 0.536,
2018
  "breadth_similarity": 0.225,
@@ -2481,7 +2481,7 @@
2481
  "left_pr_number": 41441,
2482
  "right_pr_number": 43469,
2483
  "similarity": 0.667,
2484
- "content_similarity": 0.752,
2485
  "size_similarity": 0.35,
2486
  "breadth_similarity": 0.5,
2487
  "concentration_similarity": 0.75,
@@ -2631,7 +2631,7 @@
2631
  "left_pr_number": 45666,
2632
  "right_pr_number": 46339,
2633
  "similarity": 0.704,
2634
- "content_similarity": 0.769,
2635
  "size_similarity": 0.304,
2636
  "breadth_similarity": 0.708,
2637
  "concentration_similarity": 0.983,
@@ -2907,7 +2907,7 @@
2907
  "left_pr_number": 45317,
2908
  "right_pr_number": 46091,
2909
  "similarity": 0.37,
2910
- "content_similarity": 0.326,
2911
  "size_similarity": 0.22,
2912
  "breadth_similarity": 0.667,
2913
  "concentration_similarity": 0.856,
@@ -2962,7 +2962,7 @@
2962
  "left_pr_number": 45649,
2963
  "right_pr_number": 45655,
2964
  "similarity": 0.506,
2965
- "content_similarity": 0.341,
2966
  "size_similarity": 0.778,
2967
  "breadth_similarity": 1.0,
2968
  "concentration_similarity": 1.0,
@@ -3093,7 +3093,7 @@
3093
  "left_pr_number": 45742,
3094
  "right_pr_number": 46211,
3095
  "similarity": 0.561,
3096
- "content_similarity": 0.499,
3097
  "size_similarity": 0.963,
3098
  "breadth_similarity": 0.25,
3099
  "concentration_similarity": 0.852,
@@ -3344,7 +3344,7 @@
3344
  {
3345
  "left_pr_number": 42655,
3346
  "right_pr_number": 46436,
3347
- "similarity": 0.285,
3348
  "content_similarity": 0.292,
3349
  "size_similarity": 0.039,
3350
  "breadth_similarity": 0.417,
@@ -3384,7 +3384,7 @@
3384
  {
3385
  "left_pr_number": 33686,
3386
  "right_pr_number": 44550,
3387
- "similarity": 0.385,
3388
  "content_similarity": 0.122,
3389
  "size_similarity": 1.0,
3390
  "breadth_similarity": 1.0,
@@ -3400,7 +3400,7 @@
3400
  {
3401
  "left_pr_number": 44407,
3402
  "right_pr_number": 44550,
3403
- "similarity": 0.357,
3404
  "content_similarity": 0.091,
3405
  "size_similarity": 0.957,
3406
  "breadth_similarity": 1.0,
@@ -3453,7 +3453,7 @@
3453
  "left_pr_number": 44889,
3454
  "right_pr_number": 44981,
3455
  "similarity": 0.399,
3456
- "content_similarity": 0.156,
3457
  "size_similarity": 0.991,
3458
  "breadth_similarity": 1.0,
3459
  "concentration_similarity": 0.812,
@@ -4042,7 +4042,7 @@
4042
  "left_pr_number": 41901,
4043
  "right_pr_number": 45523,
4044
  "similarity": 0.718,
4045
- "content_similarity": 0.777,
4046
  "size_similarity": 0.158,
4047
  "breadth_similarity": 1.0,
4048
  "concentration_similarity": 1.0,
@@ -4575,7 +4575,7 @@
4575
  45720
4576
  ],
4577
  "representative_pr_number": 44114,
4578
- "average_similarity": 0.509,
4579
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/wavlm/modeling_wavlm.py`, `src/transformers/models/hubert/modeling_hubert.py`; representative PR #44114.",
4580
  "shared_filenames": [
4581
  "src/transformers/models/data2vec/modeling_data2vec_audio.py",
@@ -4601,8 +4601,8 @@
4601
  {
4602
  "left_pr_number": 44114,
4603
  "right_pr_number": 45720,
4604
- "similarity": 0.509,
4605
- "content_similarity": 0.434,
4606
  "size_similarity": 0.549,
4607
  "breadth_similarity": 0.727,
4608
  "concentration_similarity": 0.999,
@@ -4993,6 +4993,53 @@
4993
  }
4994
  ]
4995
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4996
  {
4997
  "cluster_id": "pr-scope-46407-2",
4998
  "pr_numbers": [
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260607T060034Z",
4
+ "generated_at": "2026-06-07T06:00:53Z",
5
+ "cluster_count": 69,
6
  "pr_scope_clusters": [
7
  {
8
  "cluster_id": "pr-scope-43636-10",
 
64
  {
65
  "left_pr_number": 43663,
66
  "right_pr_number": 45067,
67
+ "similarity": 0.624,
68
  "content_similarity": 0.462,
69
  "size_similarity": 1.0,
70
  "breadth_similarity": 1.0,
 
96
  {
97
  "left_pr_number": 43651,
98
  "right_pr_number": 45067,
99
+ "similarity": 0.52,
100
+ "content_similarity": 0.374,
101
  "size_similarity": 0.72,
102
  "breadth_similarity": 1.0,
103
  "concentration_similarity": 1.0,
 
128
  {
129
  "left_pr_number": 43663,
130
  "right_pr_number": 44123,
131
+ "similarity": 0.499,
132
+ "content_similarity": 0.401,
133
  "size_similarity": 0.455,
134
  "breadth_similarity": 1.0,
135
  "concentration_similarity": 1.0,
 
144
  {
145
  "left_pr_number": 44257,
146
  "right_pr_number": 44660,
147
+ "similarity": 0.487,
148
+ "content_similarity": 0.267,
149
  "size_similarity": 1.0,
150
  "breadth_similarity": 1.0,
151
  "concentration_similarity": 1.0,
 
192
  {
193
  "left_pr_number": 44189,
194
  "right_pr_number": 44660,
195
+ "similarity": 0.466,
196
  "content_similarity": 0.308,
197
  "size_similarity": 0.667,
198
  "breadth_similarity": 1.0,
 
208
  {
209
  "left_pr_number": 44189,
210
  "right_pr_number": 46457,
211
+ "similarity": 0.464,
212
  "content_similarity": 0.325,
213
  "size_similarity": 0.571,
214
  "breadth_similarity": 1.0,
 
224
  {
225
  "left_pr_number": 45067,
226
  "right_pr_number": 46457,
227
+ "similarity": 0.463,
228
+ "content_similarity": 0.387,
229
  "size_similarity": 0.28,
230
  "breadth_similarity": 1.0,
231
  "concentration_similarity": 1.0,
 
272
  {
273
  "left_pr_number": 43636,
274
  "right_pr_number": 46457,
275
+ "similarity": 0.45,
276
+ "content_similarity": 0.292,
277
  "size_similarity": 0.636,
278
  "breadth_similarity": 1.0,
279
  "concentration_similarity": 1.0,
 
465
  "left_pr_number": 44660,
466
  "right_pr_number": 45055,
467
  "similarity": 0.413,
468
+ "content_similarity": 0.269,
469
  "size_similarity": 0.5,
470
  "breadth_similarity": 1.0,
471
  "concentration_similarity": 1.0,
 
494
  ]
495
  },
496
  {
497
+ "left_pr_number": 43663,
498
+ "right_pr_number": 45055,
499
  "similarity": 0.406,
500
+ "content_similarity": 0.339,
501
+ "size_similarity": 0.12,
502
  "breadth_similarity": 1.0,
503
  "concentration_similarity": 1.0,
504
  "shared_filenames": [
 
510
  ]
511
  },
512
  {
513
+ "left_pr_number": 44257,
514
+ "right_pr_number": 45067,
515
+ "similarity": 0.406,
516
+ "content_similarity": 0.314,
517
+ "size_similarity": 0.24,
518
  "breadth_similarity": 1.0,
519
  "concentration_similarity": 1.0,
520
  "shared_filenames": [
 
528
  {
529
  "left_pr_number": 43651,
530
  "right_pr_number": 44189,
531
+ "similarity": 0.404,
532
+ "content_similarity": 0.315,
533
  "size_similarity": 0.222,
534
  "breadth_similarity": 1.0,
535
  "concentration_similarity": 1.0,
 
544
  {
545
  "left_pr_number": 44123,
546
  "right_pr_number": 46457,
547
+ "similarity": 0.404,
548
  "content_similarity": 0.335,
549
  "size_similarity": 0.127,
550
  "breadth_similarity": 1.0,
 
592
  {
593
  "left_pr_number": 43651,
594
  "right_pr_number": 44257,
595
+ "similarity": 0.391,
596
  "content_similarity": 0.272,
597
  "size_similarity": 0.333,
598
  "breadth_similarity": 1.0,
 
640
  {
641
  "left_pr_number": 44257,
642
  "right_pr_number": 45055,
643
+ "similarity": 0.387,
644
  "content_similarity": 0.231,
645
  "size_similarity": 0.5,
646
  "breadth_similarity": 1.0,
 
945
  {
946
  "left_pr_number": 42668,
947
  "right_pr_number": 44543,
948
+ "similarity": 0.351,
949
  "content_similarity": 0.305,
950
  "size_similarity": 0.446,
951
  "breadth_similarity": 0.216,
 
1494
  {
1495
  "left_pr_number": 44547,
1496
  "right_pr_number": 46013,
1497
+ "similarity": 0.503,
1498
  "content_similarity": 0.289,
1499
  "size_similarity": 1.0,
1500
  "breadth_similarity": 1.0,
 
1584
  {
1585
  "left_pr_number": 44974,
1586
  "right_pr_number": 45635,
1587
+ "similarity": 0.719,
1588
  "content_similarity": 0.719,
1589
  "size_similarity": 0.59,
1590
  "breadth_similarity": 0.8,
 
1734
  "left_pr_number": 39683,
1735
  "right_pr_number": 45985,
1736
  "similarity": 0.603,
1737
+ "content_similarity": 0.508,
1738
  "size_similarity": 0.652,
1739
  "breadth_similarity": 1.0,
1740
  "concentration_similarity": 1.0,
 
1751
  "left_pr_number": 34667,
1752
  "right_pr_number": 39683,
1753
  "similarity": 0.532,
1754
+ "content_similarity": 0.444,
1755
  "size_similarity": 0.478,
1756
  "breadth_similarity": 1.0,
1757
  "concentration_similarity": 1.0,
 
1785
  "left_pr_number": 34667,
1786
  "right_pr_number": 44872,
1787
  "similarity": 0.442,
1788
+ "content_similarity": 0.359,
1789
  "size_similarity": 0.273,
1790
  "breadth_similarity": 1.0,
1791
  "concentration_similarity": 1.0,
 
2012
  {
2013
  "left_pr_number": 41458,
2014
  "right_pr_number": 46293,
2015
+ "similarity": 0.485,
2016
  "content_similarity": 0.498,
2017
  "size_similarity": 0.536,
2018
  "breadth_similarity": 0.225,
 
2481
  "left_pr_number": 41441,
2482
  "right_pr_number": 43469,
2483
  "similarity": 0.667,
2484
+ "content_similarity": 0.753,
2485
  "size_similarity": 0.35,
2486
  "breadth_similarity": 0.5,
2487
  "concentration_similarity": 0.75,
 
2631
  "left_pr_number": 45666,
2632
  "right_pr_number": 46339,
2633
  "similarity": 0.704,
2634
+ "content_similarity": 0.77,
2635
  "size_similarity": 0.304,
2636
  "breadth_similarity": 0.708,
2637
  "concentration_similarity": 0.983,
 
2907
  "left_pr_number": 45317,
2908
  "right_pr_number": 46091,
2909
  "similarity": 0.37,
2910
+ "content_similarity": 0.325,
2911
  "size_similarity": 0.22,
2912
  "breadth_similarity": 0.667,
2913
  "concentration_similarity": 0.856,
 
2962
  "left_pr_number": 45649,
2963
  "right_pr_number": 45655,
2964
  "similarity": 0.506,
2965
+ "content_similarity": 0.342,
2966
  "size_similarity": 0.778,
2967
  "breadth_similarity": 1.0,
2968
  "concentration_similarity": 1.0,
 
3093
  "left_pr_number": 45742,
3094
  "right_pr_number": 46211,
3095
  "similarity": 0.561,
3096
+ "content_similarity": 0.498,
3097
  "size_similarity": 0.963,
3098
  "breadth_similarity": 0.25,
3099
  "concentration_similarity": 0.852,
 
3344
  {
3345
  "left_pr_number": 42655,
3346
  "right_pr_number": 46436,
3347
+ "similarity": 0.286,
3348
  "content_similarity": 0.292,
3349
  "size_similarity": 0.039,
3350
  "breadth_similarity": 0.417,
 
3384
  {
3385
  "left_pr_number": 33686,
3386
  "right_pr_number": 44550,
3387
+ "similarity": 0.386,
3388
  "content_similarity": 0.122,
3389
  "size_similarity": 1.0,
3390
  "breadth_similarity": 1.0,
 
3400
  {
3401
  "left_pr_number": 44407,
3402
  "right_pr_number": 44550,
3403
+ "similarity": 0.358,
3404
  "content_similarity": 0.091,
3405
  "size_similarity": 0.957,
3406
  "breadth_similarity": 1.0,
 
3453
  "left_pr_number": 44889,
3454
  "right_pr_number": 44981,
3455
  "similarity": 0.399,
3456
+ "content_similarity": 0.157,
3457
  "size_similarity": 0.991,
3458
  "breadth_similarity": 1.0,
3459
  "concentration_similarity": 0.812,
 
4042
  "left_pr_number": 41901,
4043
  "right_pr_number": 45523,
4044
  "similarity": 0.718,
4045
+ "content_similarity": 0.778,
4046
  "size_similarity": 0.158,
4047
  "breadth_similarity": 1.0,
4048
  "concentration_similarity": 1.0,
 
4575
  45720
4576
  ],
4577
  "representative_pr_number": 44114,
4578
+ "average_similarity": 0.511,
4579
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/wavlm/modeling_wavlm.py`, `src/transformers/models/hubert/modeling_hubert.py`; representative PR #44114.",
4580
  "shared_filenames": [
4581
  "src/transformers/models/data2vec/modeling_data2vec_audio.py",
 
4601
  {
4602
  "left_pr_number": 44114,
4603
  "right_pr_number": 45720,
4604
+ "similarity": 0.511,
4605
+ "content_similarity": 0.438,
4606
  "size_similarity": 0.549,
4607
  "breadth_similarity": 0.727,
4608
  "concentration_similarity": 0.999,
 
4993
  }
4994
  ]
4995
  },
4996
+ {
4997
+ "cluster_id": "pr-scope-46465-2",
4998
+ "pr_numbers": [
4999
+ 46465,
5000
+ 46470
5001
+ ],
5002
+ "representative_pr_number": 46465,
5003
+ "average_similarity": 0.451,
5004
+ "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mt5/modeling_mt5.py`, `src/transformers/models/umt5/modeling_umt5.py`, `src/transformers/models/t5/modeling_t5.py`; representative PR #46465.",
5005
+ "shared_filenames": [
5006
+ "src/transformers/models/mt5/modeling_mt5.py",
5007
+ "src/transformers/models/umt5/modeling_umt5.py",
5008
+ "src/transformers/models/t5/modeling_t5.py"
5009
+ ],
5010
+ "shared_directories": [
5011
+ "src/transformers/models/mt5",
5012
+ "src/transformers/models/umt5",
5013
+ "src/transformers/models/t5",
5014
+ "src/transformers/models",
5015
+ "src/transformers",
5016
+ "src"
5017
+ ],
5018
+ "pairwise": [
5019
+ {
5020
+ "left_pr_number": 46465,
5021
+ "right_pr_number": 46470,
5022
+ "similarity": 0.451,
5023
+ "content_similarity": 0.341,
5024
+ "size_similarity": 0.444,
5025
+ "breadth_similarity": 1.0,
5026
+ "concentration_similarity": 0.907,
5027
+ "shared_filenames": [
5028
+ "src/transformers/models/mt5/modeling_mt5.py",
5029
+ "src/transformers/models/t5/modeling_t5.py",
5030
+ "src/transformers/models/umt5/modeling_umt5.py"
5031
+ ],
5032
+ "shared_directories": [
5033
+ "src/transformers/models/mt5",
5034
+ "src/transformers/models/t5",
5035
+ "src/transformers/models/umt5",
5036
+ "src/transformers/models",
5037
+ "src/transformers",
5038
+ "src"
5039
+ ]
5040
+ }
5041
+ ]
5042
+ },
5043
  {
5044
  "cluster_id": "pr-scope-46407-2",
5045
  "pr_numbers": [
pr_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9ccd5f48058313bace8a2249cf13789175a0070cf5e11718452419d07158660e
3
- size 1870723
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:33ceac53399b1479adc88b0a3868ea1a284b6b1d28a054ca53c15db80c205bf0
3
+ size 1870828
pr_diffs.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0895d6366caeb3a50157b00074f2abc84440b08720a95cc95215ff00a2648635
3
- size 63358600
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eeeab92902fdc0fdcca71d998d462d5e9b02cf1f53cffa3658c4dac98663dfca
3
+ size 63360734
pr_files.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5b3c1404116b5b7143fdfa65eed90a20aaa5a9d7b6018cad1f58e052e6ea4132
3
- size 51897364
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c1e55a0d367b836bc65de76fe8d3da1e061aa4f66d86050e101164100c9b7fae
3
+ size 51899812
pull_requests.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:05bd7fad04f8bce6fd407cb795623683c32330768edd4e3e2e01b57daab3c216
3
- size 2255199
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1d350a395824ad47be4d0e823a10062aacafef2910b9e04eace0cebde7807914
3
+ size 2256614
review_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4d14c7e962e25695783c27835150c3b13466270924d7ece39c49e31c008ee4a1
3
- size 2807410
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e245a96691da2dd2099535538e3b5968b0846dd9afe5d4ab5b17b63409d587ed
3
+ size 2807916
reviews.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0959142b60e70e7b09b02779418f928020412172473b9c287c6199c404b6ed2d
3
- size 885535
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:65c2660e700ff49baf86cbe5646c83a00fe2361dd5a430721cace92f5733d27d
3
+ size 885996
snapshots/20260607T060034Z/manifest.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260607T060034Z/pr-scope-clusters.json",
4
+ "new_contributors_json": "new-contributors-report.json",
5
+ "new_contributors_markdown": "new-contributors-report.md",
6
+ "new_contributors_parquet": "new_contributors.parquet",
7
+ "pr_scope_clusters_json": "pr-scope-clusters.json"
8
+ },
9
+ "counts": {
10
+ "comments": 12909,
11
+ "issues": 826,
12
+ "links": 4569,
13
+ "new_contributors": 353,
14
+ "pr_diffs": 2665,
15
+ "pr_files": 35991,
16
+ "pull_requests": 2665,
17
+ "review_comments": 16287,
18
+ "reviews": 9598,
19
+ "timeline_events": 52723
20
+ },
21
+ "crawl_started_at": "2026-06-07T06:00:34Z",
22
+ "delta_counts": {
23
+ "comments": 1,
24
+ "issue_stubs": 4,
25
+ "issues": 1,
26
+ "links": 6,
27
+ "pr_diffs": 3,
28
+ "pr_files": 13,
29
+ "pull_requests": 3,
30
+ "review_comments": 1,
31
+ "reviews": 1,
32
+ "timeline_events": 13
33
+ },
34
+ "extracted_at": "2026-06-07T06:00:34Z",
35
+ "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260607T060034Z",
37
+ "watermark": {
38
+ "effective_since": "2026-06-07T00:00:22Z",
39
+ "next_since": "2026-06-07T06:00:34Z"
40
+ }
41
+ }
snapshots/20260607T060034Z/pr-scope-clusters.json ADDED
The diff for this file is too large to render. See raw diff
 
snapshots/latest.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "archived_manifest_path": "snapshots/20260607T000022Z/manifest.json",
3
- "latest_snapshot_id": "20260607T000022Z",
4
  "manifest_path": "manifest.json",
5
- "next_since": "2026-06-07T00:00:22Z",
6
  "repo": "huggingface/transformers",
7
- "snapshot_dir": "snapshots/20260607T000022Z"
8
  }
 
1
  {
2
+ "archived_manifest_path": "snapshots/20260607T060034Z/manifest.json",
3
+ "latest_snapshot_id": "20260607T060034Z",
4
  "manifest_path": "manifest.json",
5
+ "next_since": "2026-06-07T06:00:34Z",
6
  "repo": "huggingface/transformers",
7
+ "snapshot_dir": "snapshots/20260607T060034Z"
8
  }
state/watermark.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "effective_since": "2026-06-06T18:00:20Z",
3
- "last_successful_snapshot_id": "20260607T000022Z",
4
- "next_since": "2026-06-07T00:00:22Z",
5
  "repo": "huggingface/transformers",
6
- "updated_at": "2026-06-07T00:00:22Z"
7
  }
 
1
  {
2
+ "effective_since": "2026-06-07T00:00:22Z",
3
+ "last_successful_snapshot_id": "20260607T060034Z",
4
+ "next_since": "2026-06-07T06:00:34Z",
5
  "repo": "huggingface/transformers",
6
+ "updated_at": "2026-06-07T06:00:34Z"
7
  }