evalstate HF Staff commited on
Commit
ff5556e
·
verified ·
1 Parent(s): 0999f59

Refresh transformers dataset snapshot 20260503T180031Z

Browse files
README.md CHANGED
@@ -75,7 +75,7 @@ Use:
75
  - eval set creation
76
 
77
  Notes:
78
- - latest snapshot: `20260503T120038Z`
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: `20260503T180031Z`
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 sha256:0f8b3fd34e26d2cc4aa170316cd2c8db03a2ec38be86d3ea5d958185a21d90da
3
- size 2103037
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4d3b93bc02997005c678920fcf779f5b2591b5d689392226f637d9996c1ea387
3
+ size 2106293
events.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:609b5709697342d441af14bf6f0a2d5a29aded30885b6ea567939331d3d2bec0
3
- size 668517
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:522815b00e55d08988a6f88718b94dc9348c75985008a800b4b88dd2780b0d96
3
+ size 668956
issue_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:51db6ba937ffa7b11c794410e65710406965243414a63484bc6f02d0d89ac8d7
3
- size 679536
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9cb004b049b279a2bed2ae04c8d69a3a0511c523664cac62fa7e6416ababce48
3
+ size 682066
issues.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:eb08fad92d0dd1807d3be62f3cbe6f8f54874c363bfba45b371efd50e3530c31
3
- size 916710
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:258af0048eb8cfe6f433deb6b6140582aeafd838836dfe446125fa7803662026
3
+ size 917777
links.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:98b767150bf703b220cef4d75e2cb3a706a4afacdd15d8c9457a3d4cfe250074
3
- size 38390
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8ddf3ad7fd6bc8f0a1fdab8967c2568897c1c5839f43a073f45c58bc84792fdf
3
+ size 38511
manifest.json CHANGED
@@ -1,41 +1,41 @@
1
  {
2
  "artifacts": {
3
- "archived_pr_scope_clusters_json": "snapshots/20260503T120038Z/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": 9722,
11
- "issues": 672,
12
- "links": 3005,
13
  "new_contributors": 355,
14
- "pr_diffs": 2082,
15
- "pr_files": 29556,
16
- "pull_requests": 2082,
17
- "review_comments": 13452,
18
- "reviews": 7743,
19
- "timeline_events": 41948
20
  },
21
- "crawl_started_at": "2026-05-03T12:00:38Z",
22
  "delta_counts": {
23
- "comments": 10,
24
- "issue_stubs": 11,
25
- "issues": 6,
26
- "links": 9,
27
- "pr_diffs": 5,
28
- "pr_files": 47,
29
- "pull_requests": 5,
30
- "review_comments": 121,
31
- "reviews": 63,
32
- "timeline_events": 142
33
  },
34
- "extracted_at": "2026-05-03T12:00:38Z",
35
  "repo": "huggingface/transformers",
36
- "snapshot_id": "20260503T120038Z",
37
  "watermark": {
38
- "effective_since": "2026-05-03T06:00:35Z",
39
- "next_since": "2026-05-03T12:00:38Z"
40
  }
41
  }
 
1
  {
2
  "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260503T180031Z/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": 9731,
11
+ "issues": 673,
12
+ "links": 3012,
13
  "new_contributors": 355,
14
+ "pr_diffs": 2084,
15
+ "pr_files": 29559,
16
+ "pull_requests": 2084,
17
+ "review_comments": 13455,
18
+ "reviews": 7746,
19
+ "timeline_events": 41971
20
  },
21
+ "crawl_started_at": "2026-05-03T18:00:31Z",
22
  "delta_counts": {
23
+ "comments": 9,
24
+ "issue_stubs": 8,
25
+ "issues": 5,
26
+ "links": 10,
27
+ "pr_diffs": 3,
28
+ "pr_files": 4,
29
+ "pull_requests": 3,
30
+ "review_comments": 3,
31
+ "reviews": 3,
32
+ "timeline_events": 78
33
  },
34
+ "extracted_at": "2026-05-03T18:00:31Z",
35
  "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260503T180031Z",
37
  "watermark": {
38
+ "effective_since": "2026-05-03T12:00:38Z",
39
+ "next_since": "2026-05-03T18:00:31Z"
40
  }
41
  }
new-contributors-report.json CHANGED
@@ -1,25 +1,25 @@
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
- "snapshot_id": "20260503T120038Z",
5
- "generated_at": "2026-05-03T12:01:08Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
  "selected_contributors": 355,
10
  "first_seen_in_snapshot": 1,
11
- "known_via_prior_merged_pr": 147,
12
- "previous_primary_author_count": 1053,
13
  "selected_seen_in_previous_primary": 354,
14
- "previous_report_contributor_count": 357,
15
  "selected_overlap_previous_report": 354,
16
  "selected_overlap_previous_report_rate": 0.9972,
17
  "reused_previous_report_entries": 352,
18
- "reused_known_merged_contributors": 146,
19
  "live_fetches": 3,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
- "enrichment_elapsed_seconds": 1.879,
23
  "enrichment_avg_seconds_per_author": 0.005,
24
  "enrichment_failures": 2
25
  },
@@ -775,14 +775,14 @@
775
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu",
776
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu",
777
  "repo_first_seen_at": "2025-08-26T12:13:50Z",
778
- "repo_last_seen_at": "2026-05-01T12:01:33Z",
779
  "repo_primary_artifact_count": 43,
780
- "repo_artifact_count": 4965,
781
  "snapshot_issue_count": 1,
782
  "snapshot_pr_count": 42,
783
  "snapshot_comment_count": 488,
784
- "snapshot_review_count": 842,
785
- "snapshot_review_comment_count": 3592,
786
  "repo_association": "MEMBER",
787
  "new_to_repo": false,
788
  "first_seen_in_snapshot": false,
@@ -3698,14 +3698,14 @@
3698
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajuliendenize",
3699
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajuliendenize",
3700
  "repo_first_seen_at": "2026-03-13T10:24:11Z",
3701
- "repo_last_seen_at": "2026-05-02T09:03:59Z",
3702
  "repo_primary_artifact_count": 5,
3703
- "repo_artifact_count": 16,
3704
  "snapshot_issue_count": 0,
3705
  "snapshot_pr_count": 5,
3706
  "snapshot_comment_count": 5,
3707
- "snapshot_review_count": 3,
3708
- "snapshot_review_comment_count": 3,
3709
  "repo_association": "CONTRIBUTOR",
3710
  "new_to_repo": false,
3711
  "first_seen_in_snapshot": false,
@@ -3738,8 +3738,8 @@
3738
  "number": 45744,
3739
  "title": "[MINISTRAL3] Fix conversion script yarn's apply_scale support.",
3740
  "url": "https://github.com/huggingface/transformers/pull/45744",
3741
- "state": "open",
3742
- "merged": false,
3743
  "draft": false,
3744
  "created_at": "2026-05-02T09:03:59Z"
3745
  },
@@ -4110,114 +4110,6 @@
4110
  },
4111
  "fetch_error": null
4112
  },
4113
- {
4114
- "author_login": "jw9603",
4115
- "name": "Jiwon Jeong",
4116
- "profile_url": "https://github.com/jw9603",
4117
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajw9603",
4118
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajw9603",
4119
- "repo_first_seen_at": "2026-03-04T00:51:26Z",
4120
- "repo_last_seen_at": "2026-04-30T13:08:23Z",
4121
- "repo_primary_artifact_count": 7,
4122
- "repo_artifact_count": 13,
4123
- "snapshot_issue_count": 3,
4124
- "snapshot_pr_count": 4,
4125
- "snapshot_comment_count": 6,
4126
- "snapshot_review_count": 0,
4127
- "snapshot_review_comment_count": 0,
4128
- "repo_association": "CONTRIBUTOR",
4129
- "new_to_repo": false,
4130
- "first_seen_in_snapshot": false,
4131
- "known_via_prior_merged_pr": true,
4132
- "report_reason": null,
4133
- "enrichment_source": "previous_report",
4134
- "live_refetch_skipped": true,
4135
- "account_age_days": 2050,
4136
- "young_account": false,
4137
- "follow_through_score": "weak",
4138
- "breadth_score": "low",
4139
- "automation_risk_signal": "low",
4140
- "heuristic_note": "targets high-star repos",
4141
- "public_orgs": [],
4142
- "activity": {
4143
- "visible_authored_pr_count": 3,
4144
- "merged_pr_count": 1,
4145
- "closed_unmerged_pr_count": 1,
4146
- "open_pr_count": 1,
4147
- "merged_pr_rate": 0.3333,
4148
- "closed_unmerged_pr_rate": 0.3333,
4149
- "still_open_pr_rate": 0.3333,
4150
- "distinct_repos_with_authored_prs": 1,
4151
- "distinct_repos_with_open_prs": 1
4152
- },
4153
- "examples": {
4154
- "pull_requests": [
4155
- {
4156
- "kind": "pull_request",
4157
- "number": 45722,
4158
- "title": "Remove dead beam-search dummies from dummy_pt_objects.py",
4159
- "url": "https://github.com/huggingface/transformers/pull/45722",
4160
- "state": "closed",
4161
- "merged": true,
4162
- "draft": false,
4163
- "created_at": "2026-04-30T13:08:23Z"
4164
- },
4165
- {
4166
- "kind": "pull_request",
4167
- "number": 45486,
4168
- "title": "fix: return empty tuple from import_protobuf_decode_error when protobuf is unavailable",
4169
- "url": "https://github.com/huggingface/transformers/pull/45486",
4170
- "state": "closed",
4171
- "merged": true,
4172
- "draft": false,
4173
- "created_at": "2026-04-16T23:31:05Z"
4174
- },
4175
- {
4176
- "kind": "pull_request",
4177
- "number": 44436,
4178
- "title": "Fix continuous batching for multimodal models",
4179
- "url": "https://github.com/huggingface/transformers/pull/44436",
4180
- "state": "closed",
4181
- "merged": true,
4182
- "draft": false,
4183
- "created_at": "2026-03-04T15:26:48Z"
4184
- }
4185
- ],
4186
- "issues": [
4187
- {
4188
- "kind": "issue",
4189
- "number": 45712,
4190
- "title": "Six leftover dummy classes in `dummy_pt_objects.py` fail `check_repo.py` and leak into `dir(transformers)` without torch",
4191
- "url": "https://github.com/huggingface/transformers/issues/45712",
4192
- "state": "closed",
4193
- "merged": null,
4194
- "draft": null,
4195
- "created_at": "2026-04-30T07:47:24Z"
4196
- },
4197
- {
4198
- "kind": "issue",
4199
- "number": 45459,
4200
- "title": "`except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed",
4201
- "url": "https://github.com/huggingface/transformers/issues/45459",
4202
- "state": "closed",
4203
- "merged": null,
4204
- "draft": null,
4205
- "created_at": "2026-04-15T12:48:42Z"
4206
- },
4207
- {
4208
- "kind": "issue",
4209
- "number": 44423,
4210
- "title": "[Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) \u2014 AttributeError: 'str' object has no attribute 'to'",
4211
- "url": "https://github.com/huggingface/transformers/issues/44423",
4212
- "state": "closed",
4213
- "merged": null,
4214
- "draft": null,
4215
- "created_at": "2026-03-04T00:51:26Z"
4216
- }
4217
- ]
4218
- },
4219
- "fetch_error": null
4220
- },
4221
  {
4222
  "author_login": "KoichiYasuoka",
4223
  "name": "Koichi Yasuoka",
@@ -5802,6 +5694,114 @@
5802
  },
5803
  "fetch_error": null
5804
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5805
  {
5806
  "author_login": "xenova",
5807
  "name": "Joshua Lochner",
@@ -6989,6 +6989,73 @@
6989
  },
6990
  "fetch_error": null
6991
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6992
  {
6993
  "author_login": "eladsegal",
6994
  "name": "Elad Segal",
@@ -10453,73 +10520,6 @@
10453
  },
10454
  "fetch_error": null
10455
  },
10456
- {
10457
- "author_login": "leopold-tzafon",
10458
- "name": null,
10459
- "profile_url": "https://github.com/leopold-tzafon",
10460
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aleopold-tzafon",
10461
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aleopold-tzafon",
10462
- "repo_first_seen_at": "2026-02-19T15:45:13Z",
10463
- "repo_last_seen_at": "2026-03-11T20:38:14Z",
10464
- "repo_primary_artifact_count": 2,
10465
- "repo_artifact_count": 12,
10466
- "snapshot_issue_count": 0,
10467
- "snapshot_pr_count": 2,
10468
- "snapshot_comment_count": 10,
10469
- "snapshot_review_count": 0,
10470
- "snapshot_review_comment_count": 0,
10471
- "repo_association": "CONTRIBUTOR",
10472
- "new_to_repo": false,
10473
- "first_seen_in_snapshot": false,
10474
- "known_via_prior_merged_pr": true,
10475
- "report_reason": null,
10476
- "enrichment_source": "previous_report",
10477
- "live_refetch_skipped": true,
10478
- "account_age_days": 451,
10479
- "young_account": false,
10480
- "follow_through_score": "strong",
10481
- "breadth_score": "low",
10482
- "automation_risk_signal": "low",
10483
- "heuristic_note": "targets high-star repos",
10484
- "public_orgs": [],
10485
- "activity": {
10486
- "visible_authored_pr_count": 4,
10487
- "merged_pr_count": 4,
10488
- "closed_unmerged_pr_count": 0,
10489
- "open_pr_count": 0,
10490
- "merged_pr_rate": 1.0,
10491
- "closed_unmerged_pr_rate": 0.0,
10492
- "still_open_pr_rate": 0.0,
10493
- "distinct_repos_with_authored_prs": 2,
10494
- "distinct_repos_with_open_prs": 0
10495
- },
10496
- "examples": {
10497
- "pull_requests": [
10498
- {
10499
- "kind": "pull_request",
10500
- "number": 44433,
10501
- "title": "fix: raise error if mm_token_type_ids not supplied ",
10502
- "url": "https://github.com/huggingface/transformers/pull/44433",
10503
- "state": "closed",
10504
- "merged": true,
10505
- "draft": false,
10506
- "created_at": "2026-03-04T13:46:14Z"
10507
- },
10508
- {
10509
- "kind": "pull_request",
10510
- "number": 44158,
10511
- "title": "fix bug with position_ids on qwen3-vl models, such that position_ids include text position",
10512
- "url": "https://github.com/huggingface/transformers/pull/44158",
10513
- "state": "closed",
10514
- "merged": true,
10515
- "draft": false,
10516
- "created_at": "2026-02-19T15:45:13Z"
10517
- }
10518
- ],
10519
- "issues": []
10520
- },
10521
- "fetch_error": null
10522
- },
10523
  {
10524
  "author_login": "mitre88",
10525
  "name": "Dr Alex Mitre",
@@ -15842,6 +15842,63 @@
15842
  },
15843
  "fetch_error": null
15844
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15845
  {
15846
  "author_login": "bensons",
15847
  "name": "Benson Schliesser",
@@ -16412,63 +16469,6 @@
16412
  },
16413
  "fetch_error": null
16414
  },
16415
- {
16416
- "author_login": "dhruv7477",
16417
- "name": "Dhruv Sharma",
16418
- "profile_url": "https://github.com/dhruv7477",
16419
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adhruv7477",
16420
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adhruv7477",
16421
- "repo_first_seen_at": "2026-04-29T09:34:56Z",
16422
- "repo_last_seen_at": "2026-04-29T09:34:56Z",
16423
- "repo_primary_artifact_count": 1,
16424
- "repo_artifact_count": 1,
16425
- "snapshot_issue_count": 0,
16426
- "snapshot_pr_count": 1,
16427
- "snapshot_comment_count": 0,
16428
- "snapshot_review_count": 0,
16429
- "snapshot_review_comment_count": 0,
16430
- "repo_association": "NONE",
16431
- "new_to_repo": false,
16432
- "first_seen_in_snapshot": false,
16433
- "known_via_prior_merged_pr": false,
16434
- "report_reason": null,
16435
- "enrichment_source": "previous_report",
16436
- "live_refetch_skipped": true,
16437
- "account_age_days": 1579,
16438
- "young_account": false,
16439
- "follow_through_score": "weak",
16440
- "breadth_score": "low",
16441
- "automation_risk_signal": "low",
16442
- "heuristic_note": "many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos",
16443
- "public_orgs": [],
16444
- "activity": {
16445
- "visible_authored_pr_count": 6,
16446
- "merged_pr_count": 1,
16447
- "closed_unmerged_pr_count": 3,
16448
- "open_pr_count": 2,
16449
- "merged_pr_rate": 0.1667,
16450
- "closed_unmerged_pr_rate": 0.5,
16451
- "still_open_pr_rate": 0.3333,
16452
- "distinct_repos_with_authored_prs": 2,
16453
- "distinct_repos_with_open_prs": 1
16454
- },
16455
- "examples": {
16456
- "pull_requests": [
16457
- {
16458
- "kind": "pull_request",
16459
- "number": 45700,
16460
- "title": "Add docstrings to type validator functions",
16461
- "url": "https://github.com/huggingface/transformers/pull/45700",
16462
- "state": "closed",
16463
- "merged": false,
16464
- "draft": false,
16465
- "created_at": "2026-04-29T09:34:56Z"
16466
- }
16467
- ],
16468
- "issues": []
16469
- },
16470
- "fetch_error": null
16471
- },
16472
  {
16473
  "author_login": "Dhruv908615",
16474
  "name": "Dhruv Katiyar",
@@ -16485,12 +16485,12 @@
16485
  "snapshot_review_count": 0,
16486
  "snapshot_review_comment_count": 0,
16487
  "repo_association": "FIRST_TIME_CONTRIBUTOR",
16488
- "new_to_repo": true,
16489
- "first_seen_in_snapshot": true,
16490
  "known_via_prior_merged_pr": false,
16491
- "report_reason": "first_seen_in_snapshot",
16492
- "enrichment_source": "live",
16493
- "live_refetch_skipped": false,
16494
  "account_age_days": 300,
16495
  "young_account": true,
16496
  "follow_through_score": "weak",
 
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
+ "snapshot_id": "20260503T180031Z",
5
+ "generated_at": "2026-05-03T18:00:54Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
  "selected_contributors": 355,
10
  "first_seen_in_snapshot": 1,
11
+ "known_via_prior_merged_pr": 146,
12
+ "previous_primary_author_count": 1055,
13
  "selected_seen_in_previous_primary": 354,
14
+ "previous_report_contributor_count": 355,
15
  "selected_overlap_previous_report": 354,
16
  "selected_overlap_previous_report_rate": 0.9972,
17
  "reused_previous_report_entries": 352,
18
+ "reused_known_merged_contributors": 145,
19
  "live_fetches": 3,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
+ "enrichment_elapsed_seconds": 1.747,
23
  "enrichment_avg_seconds_per_author": 0.005,
24
  "enrichment_failures": 2
25
  },
 
775
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu",
776
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu",
777
  "repo_first_seen_at": "2025-08-26T12:13:50Z",
778
+ "repo_last_seen_at": "2026-05-03T17:50:07Z",
779
  "repo_primary_artifact_count": 43,
780
+ "repo_artifact_count": 4969,
781
  "snapshot_issue_count": 1,
782
  "snapshot_pr_count": 42,
783
  "snapshot_comment_count": 488,
784
+ "snapshot_review_count": 844,
785
+ "snapshot_review_comment_count": 3594,
786
  "repo_association": "MEMBER",
787
  "new_to_repo": false,
788
  "first_seen_in_snapshot": false,
 
3698
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajuliendenize",
3699
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajuliendenize",
3700
  "repo_first_seen_at": "2026-03-13T10:24:11Z",
3701
+ "repo_last_seen_at": "2026-05-03T17:40:06Z",
3702
  "repo_primary_artifact_count": 5,
3703
+ "repo_artifact_count": 18,
3704
  "snapshot_issue_count": 0,
3705
  "snapshot_pr_count": 5,
3706
  "snapshot_comment_count": 5,
3707
+ "snapshot_review_count": 4,
3708
+ "snapshot_review_comment_count": 4,
3709
  "repo_association": "CONTRIBUTOR",
3710
  "new_to_repo": false,
3711
  "first_seen_in_snapshot": false,
 
3738
  "number": 45744,
3739
  "title": "[MINISTRAL3] Fix conversion script yarn's apply_scale support.",
3740
  "url": "https://github.com/huggingface/transformers/pull/45744",
3741
+ "state": "closed",
3742
+ "merged": true,
3743
  "draft": false,
3744
  "created_at": "2026-05-02T09:03:59Z"
3745
  },
 
4110
  },
4111
  "fetch_error": null
4112
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4113
  {
4114
  "author_login": "KoichiYasuoka",
4115
  "name": "Koichi Yasuoka",
 
5694
  },
5695
  "fetch_error": null
5696
  },
5697
+ {
5698
+ "author_login": "jw9603",
5699
+ "name": "Jiwon Jeong",
5700
+ "profile_url": "https://github.com/jw9603",
5701
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajw9603",
5702
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajw9603",
5703
+ "repo_first_seen_at": "2026-03-04T00:51:26Z",
5704
+ "repo_last_seen_at": "2026-04-30T13:08:23Z",
5705
+ "repo_primary_artifact_count": 7,
5706
+ "repo_artifact_count": 13,
5707
+ "snapshot_issue_count": 3,
5708
+ "snapshot_pr_count": 4,
5709
+ "snapshot_comment_count": 6,
5710
+ "snapshot_review_count": 0,
5711
+ "snapshot_review_comment_count": 0,
5712
+ "repo_association": "CONTRIBUTOR",
5713
+ "new_to_repo": false,
5714
+ "first_seen_in_snapshot": false,
5715
+ "known_via_prior_merged_pr": true,
5716
+ "report_reason": null,
5717
+ "enrichment_source": "previous_report",
5718
+ "live_refetch_skipped": true,
5719
+ "account_age_days": 2050,
5720
+ "young_account": false,
5721
+ "follow_through_score": "weak",
5722
+ "breadth_score": "low",
5723
+ "automation_risk_signal": "low",
5724
+ "heuristic_note": "targets high-star repos",
5725
+ "public_orgs": [],
5726
+ "activity": {
5727
+ "visible_authored_pr_count": 3,
5728
+ "merged_pr_count": 1,
5729
+ "closed_unmerged_pr_count": 1,
5730
+ "open_pr_count": 1,
5731
+ "merged_pr_rate": 0.3333,
5732
+ "closed_unmerged_pr_rate": 0.3333,
5733
+ "still_open_pr_rate": 0.3333,
5734
+ "distinct_repos_with_authored_prs": 1,
5735
+ "distinct_repos_with_open_prs": 1
5736
+ },
5737
+ "examples": {
5738
+ "pull_requests": [
5739
+ {
5740
+ "kind": "pull_request",
5741
+ "number": 45722,
5742
+ "title": "Remove dead beam-search dummies from dummy_pt_objects.py",
5743
+ "url": "https://github.com/huggingface/transformers/pull/45722",
5744
+ "state": "closed",
5745
+ "merged": true,
5746
+ "draft": false,
5747
+ "created_at": "2026-04-30T13:08:23Z"
5748
+ },
5749
+ {
5750
+ "kind": "pull_request",
5751
+ "number": 45486,
5752
+ "title": "fix: return empty tuple from import_protobuf_decode_error when protobuf is unavailable",
5753
+ "url": "https://github.com/huggingface/transformers/pull/45486",
5754
+ "state": "closed",
5755
+ "merged": true,
5756
+ "draft": false,
5757
+ "created_at": "2026-04-16T23:31:05Z"
5758
+ },
5759
+ {
5760
+ "kind": "pull_request",
5761
+ "number": 44436,
5762
+ "title": "Fix continuous batching for multimodal models",
5763
+ "url": "https://github.com/huggingface/transformers/pull/44436",
5764
+ "state": "closed",
5765
+ "merged": true,
5766
+ "draft": false,
5767
+ "created_at": "2026-03-04T15:26:48Z"
5768
+ }
5769
+ ],
5770
+ "issues": [
5771
+ {
5772
+ "kind": "issue",
5773
+ "number": 45712,
5774
+ "title": "Six leftover dummy classes in `dummy_pt_objects.py` fail `check_repo.py` and leak into `dir(transformers)` without torch",
5775
+ "url": "https://github.com/huggingface/transformers/issues/45712",
5776
+ "state": "closed",
5777
+ "merged": null,
5778
+ "draft": null,
5779
+ "created_at": "2026-04-30T07:47:24Z"
5780
+ },
5781
+ {
5782
+ "kind": "issue",
5783
+ "number": 45459,
5784
+ "title": "`except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed",
5785
+ "url": "https://github.com/huggingface/transformers/issues/45459",
5786
+ "state": "closed",
5787
+ "merged": null,
5788
+ "draft": null,
5789
+ "created_at": "2026-04-15T12:48:42Z"
5790
+ },
5791
+ {
5792
+ "kind": "issue",
5793
+ "number": 44423,
5794
+ "title": "[Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) \u2014 AttributeError: 'str' object has no attribute 'to'",
5795
+ "url": "https://github.com/huggingface/transformers/issues/44423",
5796
+ "state": "closed",
5797
+ "merged": null,
5798
+ "draft": null,
5799
+ "created_at": "2026-03-04T00:51:26Z"
5800
+ }
5801
+ ]
5802
+ },
5803
+ "fetch_error": null
5804
+ },
5805
  {
5806
  "author_login": "xenova",
5807
  "name": "Joshua Lochner",
 
6989
  },
6990
  "fetch_error": null
6991
  },
6992
+ {
6993
+ "author_login": "dhruv7477",
6994
+ "name": "Dhruv Sharma",
6995
+ "profile_url": "https://github.com/dhruv7477",
6996
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adhruv7477",
6997
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adhruv7477",
6998
+ "repo_first_seen_at": "2026-04-29T09:34:56Z",
6999
+ "repo_last_seen_at": "2026-05-03T13:55:42Z",
7000
+ "repo_primary_artifact_count": 2,
7001
+ "repo_artifact_count": 4,
7002
+ "snapshot_issue_count": 0,
7003
+ "snapshot_pr_count": 2,
7004
+ "snapshot_comment_count": 2,
7005
+ "snapshot_review_count": 0,
7006
+ "snapshot_review_comment_count": 0,
7007
+ "repo_association": "FIRST_TIME_CONTRIBUTOR",
7008
+ "new_to_repo": false,
7009
+ "first_seen_in_snapshot": false,
7010
+ "known_via_prior_merged_pr": false,
7011
+ "report_reason": null,
7012
+ "enrichment_source": "previous_report",
7013
+ "live_refetch_skipped": true,
7014
+ "account_age_days": 1579,
7015
+ "young_account": false,
7016
+ "follow_through_score": "weak",
7017
+ "breadth_score": "low",
7018
+ "automation_risk_signal": "low",
7019
+ "heuristic_note": "many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos",
7020
+ "public_orgs": [],
7021
+ "activity": {
7022
+ "visible_authored_pr_count": 6,
7023
+ "merged_pr_count": 1,
7024
+ "closed_unmerged_pr_count": 3,
7025
+ "open_pr_count": 2,
7026
+ "merged_pr_rate": 0.1667,
7027
+ "closed_unmerged_pr_rate": 0.5,
7028
+ "still_open_pr_rate": 0.3333,
7029
+ "distinct_repos_with_authored_prs": 2,
7030
+ "distinct_repos_with_open_prs": 1
7031
+ },
7032
+ "examples": {
7033
+ "pull_requests": [
7034
+ {
7035
+ "kind": "pull_request",
7036
+ "number": 45752,
7037
+ "title": "Fix unhandled exception noise from background safetensors conversion thread",
7038
+ "url": "https://github.com/huggingface/transformers/pull/45752",
7039
+ "state": "open",
7040
+ "merged": false,
7041
+ "draft": false,
7042
+ "created_at": "2026-05-03T12:43:34Z"
7043
+ },
7044
+ {
7045
+ "kind": "pull_request",
7046
+ "number": 45700,
7047
+ "title": "Add docstrings to type validator functions",
7048
+ "url": "https://github.com/huggingface/transformers/pull/45700",
7049
+ "state": "closed",
7050
+ "merged": false,
7051
+ "draft": false,
7052
+ "created_at": "2026-04-29T09:34:56Z"
7053
+ }
7054
+ ],
7055
+ "issues": []
7056
+ },
7057
+ "fetch_error": null
7058
+ },
7059
  {
7060
  "author_login": "eladsegal",
7061
  "name": "Elad Segal",
 
10520
  },
10521
  "fetch_error": null
10522
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10523
  {
10524
  "author_login": "mitre88",
10525
  "name": "Dr Alex Mitre",
 
15842
  },
15843
  "fetch_error": null
15844
  },
15845
+ {
15846
+ "author_login": "belamaran96-coder",
15847
+ "name": null,
15848
+ "profile_url": "https://github.com/belamaran96-coder",
15849
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abelamaran96-coder",
15850
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abelamaran96-coder",
15851
+ "repo_first_seen_at": "2026-05-03T16:53:02Z",
15852
+ "repo_last_seen_at": "2026-05-03T17:26:18Z",
15853
+ "repo_primary_artifact_count": 1,
15854
+ "repo_artifact_count": 2,
15855
+ "snapshot_issue_count": 0,
15856
+ "snapshot_pr_count": 1,
15857
+ "snapshot_comment_count": 1,
15858
+ "snapshot_review_count": 0,
15859
+ "snapshot_review_comment_count": 0,
15860
+ "repo_association": "FIRST_TIME_CONTRIBUTOR",
15861
+ "new_to_repo": true,
15862
+ "first_seen_in_snapshot": true,
15863
+ "known_via_prior_merged_pr": false,
15864
+ "report_reason": "first_seen_in_snapshot",
15865
+ "enrichment_source": "live",
15866
+ "live_refetch_skipped": false,
15867
+ "account_age_days": 288,
15868
+ "young_account": true,
15869
+ "follow_through_score": "weak",
15870
+ "breadth_score": "low",
15871
+ "automation_risk_signal": "low",
15872
+ "heuristic_note": "young account; high open PR share; targets high-star repos",
15873
+ "public_orgs": [],
15874
+ "activity": {
15875
+ "visible_authored_pr_count": 1,
15876
+ "merged_pr_count": 0,
15877
+ "closed_unmerged_pr_count": 0,
15878
+ "open_pr_count": 1,
15879
+ "merged_pr_rate": 0.0,
15880
+ "closed_unmerged_pr_rate": 0.0,
15881
+ "still_open_pr_rate": 1.0,
15882
+ "distinct_repos_with_authored_prs": 1,
15883
+ "distinct_repos_with_open_prs": 1
15884
+ },
15885
+ "examples": {
15886
+ "pull_requests": [
15887
+ {
15888
+ "kind": "pull_request",
15889
+ "number": 45754,
15890
+ "title": "Fix mps device check for moe histogram routing",
15891
+ "url": "https://github.com/huggingface/transformers/pull/45754",
15892
+ "state": "open",
15893
+ "merged": false,
15894
+ "draft": false,
15895
+ "created_at": "2026-05-03T17:26:18Z"
15896
+ }
15897
+ ],
15898
+ "issues": []
15899
+ },
15900
+ "fetch_error": null
15901
+ },
15902
  {
15903
  "author_login": "bensons",
15904
  "name": "Benson Schliesser",
 
16469
  },
16470
  "fetch_error": null
16471
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
16472
  {
16473
  "author_login": "Dhruv908615",
16474
  "name": "Dhruv Katiyar",
 
16485
  "snapshot_review_count": 0,
16486
  "snapshot_review_comment_count": 0,
16487
  "repo_association": "FIRST_TIME_CONTRIBUTOR",
16488
+ "new_to_repo": false,
16489
+ "first_seen_in_snapshot": false,
16490
  "known_via_prior_merged_pr": false,
16491
+ "report_reason": null,
16492
+ "enrichment_source": "previous_report",
16493
+ "live_refetch_skipped": true,
16494
  "account_age_days": 300,
16495
  "young_account": true,
16496
  "follow_through_score": "weak",
new-contributors-report.md CHANGED
@@ -1,7 +1,7 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260503T120038Z`
4
- - Generated: `2026-05-03T12:01:08Z`
5
  - Activity window: `60d`
6
  - Contributors: `355`
7
 
@@ -56,7 +56,6 @@
56
  | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
57
  | `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
58
  | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
59
- | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
60
  | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
61
  | `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
62
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
@@ -76,6 +75,7 @@
76
  | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
77
  | `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
78
  | `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
 
79
  | `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3317d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
80
  | `gabe-l-hart` | [profile](https://github.com/gabe-l-hart) | no | CONTRIBUTOR | 5242d | `2026-02-04T17:55:19Z` | 3 | 1 | strong | high | low | broad repo spread |
81
  | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
@@ -92,6 +92,7 @@
92
  | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
93
  | `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
94
  | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
95
  | `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
96
  | `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
97
  | `ezylopx5` | [profile](https://github.com/ezylopx5) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-01T19:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -142,7 +143,6 @@
142
  | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
143
  | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
144
  | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
145
- | `leopold-tzafon` | [profile](https://github.com/leopold-tzafon) | no | CONTRIBUTOR | 451d | `2026-02-19T15:45:13Z` | 2 | 0 | strong | low | low | targets high-star repos |
146
  | `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
147
  | `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
148
  | `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
@@ -224,6 +224,7 @@
224
  | `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
225
  | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
226
  | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
227
  | `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
228
  | `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
229
  | `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 |
@@ -234,8 +235,7 @@
234
  | `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
235
  | `Defalt-Meh` | [profile](https://github.com/Defalt-Meh) | no | FIRST_TIME_CONTRIBUTOR | 662d | `2026-03-15T23:26:31Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
236
  | `Desel72` | [profile](https://github.com/Desel72) | no | NONE | 4470d | `2026-03-11T13:03:19Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
237
- | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | NONE | 1579d | `2026-04-29T09:34:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
238
- | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | yes | FIRST_TIME_CONTRIBUTOR | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
239
  | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
240
  | `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
241
  | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3526d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos |
@@ -568,12 +568,12 @@ Example artifacts:
568
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
569
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
570
  - repo first seen: `2025-08-26T12:13:50Z`
571
- - repo last seen: `2026-05-01T12:01:33Z`
572
  - first seen in snapshot: **no**
573
  - repo association: **MEMBER**
574
  - repo primary artifacts: **43**
575
  - snapshot authored PRs/issues: **42 PRs / 1 issues**
576
- - snapshot discussion activity: **488 comments / 842 reviews / 3592 review comments**
577
  - account age: **1991 days**
578
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
579
  - public orgs: none visible
@@ -1376,12 +1376,12 @@ Example artifacts:
1376
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajuliendenize)
1377
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajuliendenize)
1378
  - repo first seen: `2026-03-13T10:24:11Z`
1379
- - repo last seen: `2026-05-02T09:03:59Z`
1380
  - first seen in snapshot: **no**
1381
  - repo association: **CONTRIBUTOR**
1382
  - repo primary artifacts: **5**
1383
  - snapshot authored PRs/issues: **5 PRs / 0 issues**
1384
- - snapshot discussion activity: **5 comments / 3 reviews / 3 review comments**
1385
  - account age: **2852 days**
1386
  - recent public PR activity: **26 PRs** (20 merged / 5 closed-unmerged / 1 open; merged rate **77%**, closed-unmerged rate **19%**, open rate **4%**)
1387
  - public orgs: none visible
@@ -1389,7 +1389,7 @@ Example artifacts:
1389
  - heuristic read: **high recent PR volume; targets high-star repos**
1390
 
1391
  Example artifacts:
1392
- - [PR #45744: [MINISTRAL3] Fix conversion script yarn's apply_scale support.](https://github.com/huggingface/transformers/pull/45744) — open
1393
  - [PR #45628: [MistralCommonBackend] Soften validation mode and apply_chat_template arguments check](https://github.com/huggingface/transformers/pull/45628) — closed, merged
1394
  - [PR #44760: Add Mistral 4](https://github.com/huggingface/transformers/pull/44760) — closed, merged
1395
 
@@ -1488,32 +1488,6 @@ Example artifacts:
1488
  - [Issue #44742: [Neuron] Static-shape generation loop for compilation-friendly inference](https://github.com/huggingface/transformers/issues/44742) — open
1489
  - [Issue #44741: [Neuron] Improve transformers compatibility with AWS Neuron devices](https://github.com/huggingface/transformers/issues/44741) — closed
1490
 
1491
- ### `jw9603`
1492
-
1493
- - profile: [github.com/jw9603](https://github.com/jw9603)
1494
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajw9603)
1495
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajw9603)
1496
- - repo first seen: `2026-03-04T00:51:26Z`
1497
- - repo last seen: `2026-04-30T13:08:23Z`
1498
- - first seen in snapshot: **no**
1499
- - repo association: **CONTRIBUTOR**
1500
- - repo primary artifacts: **7**
1501
- - snapshot authored PRs/issues: **4 PRs / 3 issues**
1502
- - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
1503
- - account age: **2050 days**
1504
- - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
1505
- - public orgs: none visible
1506
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
1507
- - heuristic read: **targets high-star repos**
1508
-
1509
- Example artifacts:
1510
- - [PR #45722: Remove dead beam-search dummies from dummy_pt_objects.py](https://github.com/huggingface/transformers/pull/45722) — closed, merged
1511
- - [PR #45486: fix: return empty tuple from import_protobuf_decode_error when protobuf is unavailable](https://github.com/huggingface/transformers/pull/45486) — closed, merged
1512
- - [PR #44436: Fix continuous batching for multimodal models](https://github.com/huggingface/transformers/pull/44436) — closed, merged
1513
- - [Issue #45712: Six leftover dummy classes in `dummy_pt_objects.py` fail `check_repo.py` and leak into `dir(transformers)` without torch](https://github.com/huggingface/transformers/issues/45712) — closed
1514
- - [Issue #45459: `except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed](https://github.com/huggingface/transformers/issues/45459) — closed
1515
- - [Issue #44423: [Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) — AttributeError: 'str' object has no attribute 'to'](https://github.com/huggingface/transformers/issues/44423) — closed
1516
-
1517
  ### `KoichiYasuoka`
1518
 
1519
  - profile: [github.com/KoichiYasuoka](https://github.com/KoichiYasuoka)
@@ -1962,6 +1936,32 @@ Example artifacts:
1962
  - [Issue #44512: Docs still mention transformers run command which was removed in v5](https://github.com/huggingface/transformers/issues/44512) — closed
1963
  - [Issue #44509: Docs still mention text2text-generation / summarization / translation pipeline tasks which were removed in v5](https://github.com/huggingface/transformers/issues/44509) — closed
1964
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1965
  ### `xenova`
1966
 
1967
  - profile: [github.com/xenova](https://github.com/xenova)
@@ -2325,6 +2325,28 @@ Example artifacts:
2325
  - [PR #45298: Add new qwen2 5 vl](https://github.com/huggingface/transformers/pull/45298) — closed
2326
  - [PR #45291: First pull request](https://github.com/huggingface/transformers/pull/45291) — closed
2327
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2328
  ### `eladsegal`
2329
 
2330
  - profile: [github.com/eladsegal](https://github.com/eladsegal)
@@ -3435,28 +3457,6 @@ Example artifacts:
3435
  - [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — closed, merged
3436
  - [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
3437
 
3438
- ### `leopold-tzafon`
3439
-
3440
- - profile: [github.com/leopold-tzafon](https://github.com/leopold-tzafon)
3441
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aleopold-tzafon)
3442
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aleopold-tzafon)
3443
- - repo first seen: `2026-02-19T15:45:13Z`
3444
- - repo last seen: `2026-03-11T20:38:14Z`
3445
- - first seen in snapshot: **no**
3446
- - repo association: **CONTRIBUTOR**
3447
- - repo primary artifacts: **2**
3448
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
3449
- - snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
3450
- - account age: **451 days**
3451
- - recent public PR activity: **4 PRs** (4 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
3452
- - public orgs: none visible
3453
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
3454
- - heuristic read: **targets high-star repos**
3455
-
3456
- Example artifacts:
3457
- - [PR #44433: fix: raise error if mm_token_type_ids not supplied ](https://github.com/huggingface/transformers/pull/44433) — closed, merged
3458
- - [PR #44158: fix bug with position_ids on qwen3-vl models, such that position_ids include text position](https://github.com/huggingface/transformers/pull/44158) — closed, merged
3459
-
3460
  ### `mitre88`
3461
 
3462
  - profile: [github.com/mitre88](https://github.com/mitre88)
@@ -5220,6 +5220,27 @@ Example artifacts:
5220
  Example artifacts:
5221
  - [PR #45540: Fix cross-attention cache layer type for T5Gemma2 long inputs](https://github.com/huggingface/transformers/pull/45540) — open
5222
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5223
  ### `bensons`
5224
 
5225
  - profile: [github.com/bensons](https://github.com/bensons)
@@ -5430,27 +5451,6 @@ Example artifacts:
5430
  Example artifacts:
5431
  - [PR #44596: Fix TypeError when loading float8 models by falling back to bfloat16 in local_torch_dtype](https://github.com/huggingface/transformers/pull/44596) — closed
5432
 
5433
- ### `dhruv7477`
5434
-
5435
- - profile: [github.com/dhruv7477](https://github.com/dhruv7477)
5436
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adhruv7477)
5437
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adhruv7477)
5438
- - repo first seen: `2026-04-29T09:34:56Z`
5439
- - repo last seen: `2026-04-29T09:34:56Z`
5440
- - first seen in snapshot: **no**
5441
- - repo association: **NONE**
5442
- - repo primary artifacts: **1**
5443
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
5444
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5445
- - account age: **1579 days**
5446
- - recent public PR activity: **6 PRs** (1 merged / 3 closed-unmerged / 2 open; merged rate **17%**, closed-unmerged rate **50%**, open rate **33%**)
5447
- - public orgs: none visible
5448
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
5449
- - heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
5450
-
5451
- Example artifacts:
5452
- - [PR #45700: Add docstrings to type validator functions](https://github.com/huggingface/transformers/pull/45700) — closed
5453
-
5454
  ### `Dhruv908615`
5455
 
5456
  - profile: [github.com/Dhruv908615](https://github.com/Dhruv908615)
@@ -5458,7 +5458,7 @@ Example artifacts:
5458
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADhruv908615)
5459
  - repo first seen: `2026-05-03T06:02:43Z`
5460
  - repo last seen: `2026-05-03T08:47:02Z`
5461
- - first seen in snapshot: **yes**
5462
  - repo association: **FIRST_TIME_CONTRIBUTOR**
5463
  - repo primary artifacts: **1**
5464
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260503T180031Z`
4
+ - Generated: `2026-05-03T18:00:54Z`
5
  - Activity window: `60d`
6
  - Contributors: `355`
7
 
 
56
  | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
57
  | `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
58
  | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
 
59
  | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
60
  | `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
61
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
 
75
  | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
76
  | `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
77
  | `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
78
+ | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
79
  | `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3317d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
80
  | `gabe-l-hart` | [profile](https://github.com/gabe-l-hart) | no | CONTRIBUTOR | 5242d | `2026-02-04T17:55:19Z` | 3 | 1 | strong | high | low | broad repo spread |
81
  | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
 
92
  | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
93
  | `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
94
  | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
95
+ | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | FIRST_TIME_CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
96
  | `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
97
  | `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
98
  | `ezylopx5` | [profile](https://github.com/ezylopx5) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-01T19:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
143
  | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
144
  | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
145
  | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
146
  | `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
147
  | `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
148
  | `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
 
224
  | `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
225
  | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
226
  | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
227
+ | `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | yes | FIRST_TIME_CONTRIBUTOR | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
228
  | `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
229
  | `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
230
  | `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 |
 
235
  | `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
236
  | `Defalt-Meh` | [profile](https://github.com/Defalt-Meh) | no | FIRST_TIME_CONTRIBUTOR | 662d | `2026-03-15T23:26:31Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
237
  | `Desel72` | [profile](https://github.com/Desel72) | no | NONE | 4470d | `2026-03-11T13:03:19Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
238
+ | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | FIRST_TIME_CONTRIBUTOR | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 
239
  | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
240
  | `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
241
  | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3526d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos |
 
568
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
569
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
570
  - repo first seen: `2025-08-26T12:13:50Z`
571
+ - repo last seen: `2026-05-03T17:50:07Z`
572
  - first seen in snapshot: **no**
573
  - repo association: **MEMBER**
574
  - repo primary artifacts: **43**
575
  - snapshot authored PRs/issues: **42 PRs / 1 issues**
576
+ - snapshot discussion activity: **488 comments / 844 reviews / 3594 review comments**
577
  - account age: **1991 days**
578
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
579
  - public orgs: none visible
 
1376
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajuliendenize)
1377
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajuliendenize)
1378
  - repo first seen: `2026-03-13T10:24:11Z`
1379
+ - repo last seen: `2026-05-03T17:40:06Z`
1380
  - first seen in snapshot: **no**
1381
  - repo association: **CONTRIBUTOR**
1382
  - repo primary artifacts: **5**
1383
  - snapshot authored PRs/issues: **5 PRs / 0 issues**
1384
+ - snapshot discussion activity: **5 comments / 4 reviews / 4 review comments**
1385
  - account age: **2852 days**
1386
  - recent public PR activity: **26 PRs** (20 merged / 5 closed-unmerged / 1 open; merged rate **77%**, closed-unmerged rate **19%**, open rate **4%**)
1387
  - public orgs: none visible
 
1389
  - heuristic read: **high recent PR volume; targets high-star repos**
1390
 
1391
  Example artifacts:
1392
+ - [PR #45744: [MINISTRAL3] Fix conversion script yarn's apply_scale support.](https://github.com/huggingface/transformers/pull/45744) — closed, merged
1393
  - [PR #45628: [MistralCommonBackend] Soften validation mode and apply_chat_template arguments check](https://github.com/huggingface/transformers/pull/45628) — closed, merged
1394
  - [PR #44760: Add Mistral 4](https://github.com/huggingface/transformers/pull/44760) — closed, merged
1395
 
 
1488
  - [Issue #44742: [Neuron] Static-shape generation loop for compilation-friendly inference](https://github.com/huggingface/transformers/issues/44742) — open
1489
  - [Issue #44741: [Neuron] Improve transformers compatibility with AWS Neuron devices](https://github.com/huggingface/transformers/issues/44741) — closed
1490
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1491
  ### `KoichiYasuoka`
1492
 
1493
  - profile: [github.com/KoichiYasuoka](https://github.com/KoichiYasuoka)
 
1936
  - [Issue #44512: Docs still mention transformers run command which was removed in v5](https://github.com/huggingface/transformers/issues/44512) — closed
1937
  - [Issue #44509: Docs still mention text2text-generation / summarization / translation pipeline tasks which were removed in v5](https://github.com/huggingface/transformers/issues/44509) — closed
1938
 
1939
+ ### `jw9603`
1940
+
1941
+ - profile: [github.com/jw9603](https://github.com/jw9603)
1942
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajw9603)
1943
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajw9603)
1944
+ - repo first seen: `2026-03-04T00:51:26Z`
1945
+ - repo last seen: `2026-04-30T13:08:23Z`
1946
+ - first seen in snapshot: **no**
1947
+ - repo association: **CONTRIBUTOR**
1948
+ - repo primary artifacts: **7**
1949
+ - snapshot authored PRs/issues: **4 PRs / 3 issues**
1950
+ - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
1951
+ - account age: **2050 days**
1952
+ - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
1953
+ - public orgs: none visible
1954
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
1955
+ - heuristic read: **targets high-star repos**
1956
+
1957
+ Example artifacts:
1958
+ - [PR #45722: Remove dead beam-search dummies from dummy_pt_objects.py](https://github.com/huggingface/transformers/pull/45722) — closed, merged
1959
+ - [PR #45486: fix: return empty tuple from import_protobuf_decode_error when protobuf is unavailable](https://github.com/huggingface/transformers/pull/45486) — closed, merged
1960
+ - [PR #44436: Fix continuous batching for multimodal models](https://github.com/huggingface/transformers/pull/44436) — closed, merged
1961
+ - [Issue #45712: Six leftover dummy classes in `dummy_pt_objects.py` fail `check_repo.py` and leak into `dir(transformers)` without torch](https://github.com/huggingface/transformers/issues/45712) — closed
1962
+ - [Issue #45459: `except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed](https://github.com/huggingface/transformers/issues/45459) — closed
1963
+ - [Issue #44423: [Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) — AttributeError: 'str' object has no attribute 'to'](https://github.com/huggingface/transformers/issues/44423) — closed
1964
+
1965
  ### `xenova`
1966
 
1967
  - profile: [github.com/xenova](https://github.com/xenova)
 
2325
  - [PR #45298: Add new qwen2 5 vl](https://github.com/huggingface/transformers/pull/45298) — closed
2326
  - [PR #45291: First pull request](https://github.com/huggingface/transformers/pull/45291) — closed
2327
 
2328
+ ### `dhruv7477`
2329
+
2330
+ - profile: [github.com/dhruv7477](https://github.com/dhruv7477)
2331
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adhruv7477)
2332
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adhruv7477)
2333
+ - repo first seen: `2026-04-29T09:34:56Z`
2334
+ - repo last seen: `2026-05-03T13:55:42Z`
2335
+ - first seen in snapshot: **no**
2336
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
2337
+ - repo primary artifacts: **2**
2338
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
2339
+ - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
2340
+ - account age: **1579 days**
2341
+ - recent public PR activity: **6 PRs** (1 merged / 3 closed-unmerged / 2 open; merged rate **17%**, closed-unmerged rate **50%**, open rate **33%**)
2342
+ - public orgs: none visible
2343
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
2344
+ - heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
2345
+
2346
+ Example artifacts:
2347
+ - [PR #45752: Fix unhandled exception noise from background safetensors conversion thread](https://github.com/huggingface/transformers/pull/45752) — open
2348
+ - [PR #45700: Add docstrings to type validator functions](https://github.com/huggingface/transformers/pull/45700) — closed
2349
+
2350
  ### `eladsegal`
2351
 
2352
  - profile: [github.com/eladsegal](https://github.com/eladsegal)
 
3457
  - [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — closed, merged
3458
  - [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
3459
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3460
  ### `mitre88`
3461
 
3462
  - profile: [github.com/mitre88](https://github.com/mitre88)
 
5220
  Example artifacts:
5221
  - [PR #45540: Fix cross-attention cache layer type for T5Gemma2 long inputs](https://github.com/huggingface/transformers/pull/45540) — open
5222
 
5223
+ ### `belamaran96-coder`
5224
+
5225
+ - profile: [github.com/belamaran96-coder](https://github.com/belamaran96-coder)
5226
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abelamaran96-coder)
5227
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abelamaran96-coder)
5228
+ - repo first seen: `2026-05-03T16:53:02Z`
5229
+ - repo last seen: `2026-05-03T17:26:18Z`
5230
+ - first seen in snapshot: **yes**
5231
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
5232
+ - repo primary artifacts: **1**
5233
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
5234
+ - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
5235
+ - account age: **288 days**
5236
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5237
+ - public orgs: none visible
5238
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
5239
+ - heuristic read: **young account; high open PR share; targets high-star repos**
5240
+
5241
+ Example artifacts:
5242
+ - [PR #45754: Fix mps device check for moe histogram routing](https://github.com/huggingface/transformers/pull/45754) — open
5243
+
5244
  ### `bensons`
5245
 
5246
  - profile: [github.com/bensons](https://github.com/bensons)
 
5451
  Example artifacts:
5452
  - [PR #44596: Fix TypeError when loading float8 models by falling back to bfloat16 in local_torch_dtype](https://github.com/huggingface/transformers/pull/44596) — closed
5453
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5454
  ### `Dhruv908615`
5455
 
5456
  - profile: [github.com/Dhruv908615](https://github.com/Dhruv908615)
 
5458
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADhruv908615)
5459
  - repo first seen: `2026-05-03T06:02:43Z`
5460
  - repo last seen: `2026-05-03T08:47:02Z`
5461
+ - first seen in snapshot: **no**
5462
  - repo association: **FIRST_TIME_CONTRIBUTOR**
5463
  - repo primary artifacts: **1**
5464
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
new_contributors.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:70d26f926811ee36fcbdcb3aa22dc5b564051398e78fe73c99a17e2e588c09fc
3
- size 63247
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5bf8c3903314dd6429d0f5e1e050157219bdd2e48f1d885b61277e35642f48e3
3
+ size 63270
pr-scope-clusters.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "repo": "huggingface/transformers",
3
- "snapshot_id": "20260503T120038Z",
4
- "generated_at": "2026-05-03T12:01:05Z",
5
  "cluster_count": 48,
6
  "pr_scope_clusters": [
7
  {
@@ -62,7 +62,7 @@
62
  "left_pr_number": 43651,
63
  "right_pr_number": 43663,
64
  "similarity": 0.538,
65
- "content_similarity": 0.4,
66
  "size_similarity": 0.72,
67
  "breadth_similarity": 1.0,
68
  "concentration_similarity": 1.0,
@@ -77,7 +77,7 @@
77
  {
78
  "left_pr_number": 43651,
79
  "right_pr_number": 45067,
80
- "similarity": 0.51,
81
  "content_similarity": 0.361,
82
  "size_similarity": 0.72,
83
  "breadth_similarity": 1.0,
@@ -157,7 +157,7 @@
157
  {
158
  "left_pr_number": 44189,
159
  "right_pr_number": 44660,
160
- "similarity": 0.459,
161
  "content_similarity": 0.299,
162
  "size_similarity": 0.667,
163
  "breadth_similarity": 1.0,
@@ -173,7 +173,7 @@
173
  {
174
  "left_pr_number": 43636,
175
  "right_pr_number": 43663,
176
- "similarity": 0.456,
177
  "content_similarity": 0.344,
178
  "size_similarity": 0.44,
179
  "breadth_similarity": 1.0,
@@ -206,7 +206,7 @@
206
  "left_pr_number": 44189,
207
  "right_pr_number": 45055,
208
  "similarity": 0.437,
209
- "content_similarity": 0.249,
210
  "size_similarity": 0.75,
211
  "breadth_similarity": 1.0,
212
  "concentration_similarity": 1.0,
@@ -493,7 +493,7 @@
493
  {
494
  "left_pr_number": 44189,
495
  "right_pr_number": 45273,
496
- "similarity": 0.38,
497
  "content_similarity": 0.222,
498
  "size_similarity": 0.5,
499
  "breadth_similarity": 1.0,
@@ -1243,7 +1243,7 @@
1243
  "left_pr_number": 45568,
1244
  "right_pr_number": 45716,
1245
  "similarity": 0.561,
1246
- "content_similarity": 0.39,
1247
  "size_similarity": 0.945,
1248
  "breadth_similarity": 1.0,
1249
  "concentration_similarity": 0.915,
@@ -1444,7 +1444,7 @@
1444
  "left_pr_number": 45421,
1445
  "right_pr_number": 45661,
1446
  "similarity": 0.288,
1447
- "content_similarity": 0.19,
1448
  "size_similarity": 0.588,
1449
  "breadth_similarity": 0.246,
1450
  "concentration_similarity": 0.831,
@@ -1470,7 +1470,7 @@
1470
  45655
1471
  ],
1472
  "representative_pr_number": 45342,
1473
- "average_similarity": 0.47,
1474
  "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
1475
  "shared_filenames": [
1476
  "src/transformers/modeling_utils.py"
@@ -1480,8 +1480,8 @@
1480
  {
1481
  "left_pr_number": 45342,
1482
  "right_pr_number": 45655,
1483
- "similarity": 0.838,
1484
- "content_similarity": 0.793,
1485
  "size_similarity": 0.889,
1486
  "breadth_similarity": 1.0,
1487
  "concentration_similarity": 1.0,
@@ -1496,8 +1496,8 @@
1496
  {
1497
  "left_pr_number": 45342,
1498
  "right_pr_number": 45649,
1499
- "similarity": 0.469,
1500
- "content_similarity": 0.321,
1501
  "size_similarity": 0.625,
1502
  "breadth_similarity": 1.0,
1503
  "concentration_similarity": 1.0,
@@ -1512,8 +1512,8 @@
1512
  {
1513
  "left_pr_number": 45649,
1514
  "right_pr_number": 45655,
1515
- "similarity": 0.454,
1516
- "content_similarity": 0.316,
1517
  "size_similarity": 0.556,
1518
  "breadth_similarity": 1.0,
1519
  "concentration_similarity": 1.0,
@@ -1528,8 +1528,8 @@
1528
  {
1529
  "left_pr_number": 45548,
1530
  "right_pr_number": 45649,
1531
- "similarity": 0.364,
1532
- "content_similarity": 0.319,
1533
  "size_similarity": 0.106,
1534
  "breadth_similarity": 0.75,
1535
  "concentration_similarity": 1.0,
@@ -1544,8 +1544,8 @@
1544
  {
1545
  "left_pr_number": 45342,
1546
  "right_pr_number": 45548,
1547
- "similarity": 0.347,
1548
- "content_similarity": 0.281,
1549
  "size_similarity": 0.17,
1550
  "breadth_similarity": 0.75,
1551
  "concentration_similarity": 1.0,
@@ -1560,8 +1560,8 @@
1560
  {
1561
  "left_pr_number": 45548,
1562
  "right_pr_number": 45655,
1563
- "similarity": 0.347,
1564
- "content_similarity": 0.276,
1565
  "size_similarity": 0.191,
1566
  "breadth_similarity": 0.75,
1567
  "concentration_similarity": 1.0,
@@ -1575,6 +1575,130 @@
1575
  }
1576
  ]
1577
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1578
  {
1579
  "cluster_id": "pr-scope-44066-3",
1580
  "pr_numbers": [
@@ -1583,7 +1707,7 @@
1583
  44722
1584
  ],
1585
  "representative_pr_number": 44722,
1586
- "average_similarity": 0.941,
1587
  "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.",
1588
  "shared_filenames": [
1589
  "src/transformers/models/gptj/modeling_gptj.py",
@@ -1675,7 +1799,7 @@
1675
  "left_pr_number": 44059,
1676
  "right_pr_number": 44676,
1677
  "similarity": 0.675,
1678
- "content_similarity": 0.736,
1679
  "size_similarity": 0.062,
1680
  "breadth_similarity": 1.0,
1681
  "concentration_similarity": 1.0,
@@ -1955,7 +2079,7 @@
1955
  "left_pr_number": 43997,
1956
  "right_pr_number": 44019,
1957
  "similarity": 0.267,
1958
- "content_similarity": 0.012,
1959
  "size_similarity": 0.722,
1960
  "breadth_similarity": 1.0,
1961
  "concentration_similarity": 1.0,
@@ -2220,7 +2344,7 @@
2220
  "left_pr_number": 44615,
2221
  "right_pr_number": 45524,
2222
  "similarity": 0.421,
2223
- "content_similarity": 0.338,
2224
  "size_similarity": 0.229,
2225
  "breadth_similarity": 1.0,
2226
  "concentration_similarity": 1.0,
@@ -2970,7 +3094,7 @@
2970
  "left_pr_number": 43779,
2971
  "right_pr_number": 43816,
2972
  "similarity": 0.665,
2973
- "content_similarity": 0.683,
2974
  "size_similarity": 0.25,
2975
  "breadth_similarity": 1.0,
2976
  "concentration_similarity": 1.0,
@@ -3063,41 +3187,6 @@
3063
  }
3064
  ]
3065
  },
3066
- {
3067
- "cluster_id": "pr-scope-43833-2",
3068
- "pr_numbers": [
3069
- 43833,
3070
- 45687
3071
- ],
3072
- "representative_pr_number": 43833,
3073
- "average_similarity": 0.559,
3074
- "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.",
3075
- "shared_filenames": [
3076
- "src/transformers/integrations/moe.py"
3077
- ],
3078
- "shared_directories": [
3079
- "src/transformers/integrations"
3080
- ],
3081
- "pairwise": [
3082
- {
3083
- "left_pr_number": 43833,
3084
- "right_pr_number": 45687,
3085
- "similarity": 0.559,
3086
- "content_similarity": 0.413,
3087
- "size_similarity": 0.8,
3088
- "breadth_similarity": 1.0,
3089
- "concentration_similarity": 1.0,
3090
- "shared_filenames": [
3091
- "src/transformers/integrations/moe.py"
3092
- ],
3093
- "shared_directories": [
3094
- "src/transformers/integrations",
3095
- "src/transformers",
3096
- "src"
3097
- ]
3098
- }
3099
- ]
3100
- },
3101
  {
3102
  "cluster_id": "pr-scope-43532-2",
3103
  "pr_numbers": [
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260503T180031Z",
4
+ "generated_at": "2026-05-03T18:00:52Z",
5
  "cluster_count": 48,
6
  "pr_scope_clusters": [
7
  {
 
62
  "left_pr_number": 43651,
63
  "right_pr_number": 43663,
64
  "similarity": 0.538,
65
+ "content_similarity": 0.401,
66
  "size_similarity": 0.72,
67
  "breadth_similarity": 1.0,
68
  "concentration_similarity": 1.0,
 
77
  {
78
  "left_pr_number": 43651,
79
  "right_pr_number": 45067,
80
+ "similarity": 0.511,
81
  "content_similarity": 0.361,
82
  "size_similarity": 0.72,
83
  "breadth_similarity": 1.0,
 
157
  {
158
  "left_pr_number": 44189,
159
  "right_pr_number": 44660,
160
+ "similarity": 0.46,
161
  "content_similarity": 0.299,
162
  "size_similarity": 0.667,
163
  "breadth_similarity": 1.0,
 
173
  {
174
  "left_pr_number": 43636,
175
  "right_pr_number": 43663,
176
+ "similarity": 0.457,
177
  "content_similarity": 0.344,
178
  "size_similarity": 0.44,
179
  "breadth_similarity": 1.0,
 
206
  "left_pr_number": 44189,
207
  "right_pr_number": 45055,
208
  "similarity": 0.437,
209
+ "content_similarity": 0.25,
210
  "size_similarity": 0.75,
211
  "breadth_similarity": 1.0,
212
  "concentration_similarity": 1.0,
 
493
  {
494
  "left_pr_number": 44189,
495
  "right_pr_number": 45273,
496
+ "similarity": 0.381,
497
  "content_similarity": 0.222,
498
  "size_similarity": 0.5,
499
  "breadth_similarity": 1.0,
 
1243
  "left_pr_number": 45568,
1244
  "right_pr_number": 45716,
1245
  "similarity": 0.561,
1246
+ "content_similarity": 0.391,
1247
  "size_similarity": 0.945,
1248
  "breadth_similarity": 1.0,
1249
  "concentration_similarity": 0.915,
 
1444
  "left_pr_number": 45421,
1445
  "right_pr_number": 45661,
1446
  "similarity": 0.288,
1447
+ "content_similarity": 0.191,
1448
  "size_similarity": 0.588,
1449
  "breadth_similarity": 0.246,
1450
  "concentration_similarity": 0.831,
 
1470
  45655
1471
  ],
1472
  "representative_pr_number": 45342,
1473
+ "average_similarity": 0.467,
1474
  "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
1475
  "shared_filenames": [
1476
  "src/transformers/modeling_utils.py"
 
1480
  {
1481
  "left_pr_number": 45342,
1482
  "right_pr_number": 45655,
1483
+ "similarity": 0.837,
1484
+ "content_similarity": 0.791,
1485
  "size_similarity": 0.889,
1486
  "breadth_similarity": 1.0,
1487
  "concentration_similarity": 1.0,
 
1496
  {
1497
  "left_pr_number": 45342,
1498
  "right_pr_number": 45649,
1499
+ "similarity": 0.465,
1500
+ "content_similarity": 0.316,
1501
  "size_similarity": 0.625,
1502
  "breadth_similarity": 1.0,
1503
  "concentration_similarity": 1.0,
 
1512
  {
1513
  "left_pr_number": 45649,
1514
  "right_pr_number": 45655,
1515
+ "similarity": 0.451,
1516
+ "content_similarity": 0.311,
1517
  "size_similarity": 0.556,
1518
  "breadth_similarity": 1.0,
1519
  "concentration_similarity": 1.0,
 
1528
  {
1529
  "left_pr_number": 45548,
1530
  "right_pr_number": 45649,
1531
+ "similarity": 0.361,
1532
+ "content_similarity": 0.314,
1533
  "size_similarity": 0.106,
1534
  "breadth_similarity": 0.75,
1535
  "concentration_similarity": 1.0,
 
1544
  {
1545
  "left_pr_number": 45342,
1546
  "right_pr_number": 45548,
1547
+ "similarity": 0.344,
1548
+ "content_similarity": 0.277,
1549
  "size_similarity": 0.17,
1550
  "breadth_similarity": 0.75,
1551
  "concentration_similarity": 1.0,
 
1560
  {
1561
  "left_pr_number": 45548,
1562
  "right_pr_number": 45655,
1563
+ "similarity": 0.344,
1564
+ "content_similarity": 0.272,
1565
  "size_similarity": 0.191,
1566
  "breadth_similarity": 0.75,
1567
  "concentration_similarity": 1.0,
 
1575
  }
1576
  ]
1577
  },
1578
+ {
1579
+ "cluster_id": "pr-scope-43833-4",
1580
+ "pr_numbers": [
1581
+ 43833,
1582
+ 45621,
1583
+ 45687,
1584
+ 45754
1585
+ ],
1586
+ "representative_pr_number": 45754,
1587
+ "average_similarity": 0.462,
1588
+ "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`, `src/transformers/integrations/finegrained_fp8.py`; representative PR #45754.",
1589
+ "shared_filenames": [
1590
+ "src/transformers/integrations/moe.py",
1591
+ "src/transformers/integrations/finegrained_fp8.py"
1592
+ ],
1593
+ "shared_directories": [
1594
+ "src/transformers/integrations"
1595
+ ],
1596
+ "pairwise": [
1597
+ {
1598
+ "left_pr_number": 45687,
1599
+ "right_pr_number": 45754,
1600
+ "similarity": 0.755,
1601
+ "content_similarity": 0.685,
1602
+ "size_similarity": 1.0,
1603
+ "breadth_similarity": 0.75,
1604
+ "concentration_similarity": 1.0,
1605
+ "shared_filenames": [
1606
+ "src/transformers/integrations/moe.py"
1607
+ ],
1608
+ "shared_directories": [
1609
+ "src/transformers/integrations",
1610
+ "src/transformers",
1611
+ "src"
1612
+ ]
1613
+ },
1614
+ {
1615
+ "left_pr_number": 43833,
1616
+ "right_pr_number": 45687,
1617
+ "similarity": 0.558,
1618
+ "content_similarity": 0.411,
1619
+ "size_similarity": 0.8,
1620
+ "breadth_similarity": 1.0,
1621
+ "concentration_similarity": 1.0,
1622
+ "shared_filenames": [
1623
+ "src/transformers/integrations/moe.py"
1624
+ ],
1625
+ "shared_directories": [
1626
+ "src/transformers/integrations",
1627
+ "src/transformers",
1628
+ "src"
1629
+ ]
1630
+ },
1631
+ {
1632
+ "left_pr_number": 45621,
1633
+ "right_pr_number": 45754,
1634
+ "similarity": 0.487,
1635
+ "content_similarity": 0.561,
1636
+ "size_similarity": 0.007,
1637
+ "breadth_similarity": 0.45,
1638
+ "concentration_similarity": 0.964,
1639
+ "shared_filenames": [
1640
+ "src/transformers/integrations/finegrained_fp8.py",
1641
+ "src/transformers/integrations/moe.py"
1642
+ ],
1643
+ "shared_directories": [
1644
+ "src/transformers/integrations",
1645
+ "src/transformers",
1646
+ "src"
1647
+ ]
1648
+ },
1649
+ {
1650
+ "left_pr_number": 43833,
1651
+ "right_pr_number": 45754,
1652
+ "similarity": 0.424,
1653
+ "content_similarity": 0.256,
1654
+ "size_similarity": 0.8,
1655
+ "breadth_similarity": 0.75,
1656
+ "concentration_similarity": 1.0,
1657
+ "shared_filenames": [
1658
+ "src/transformers/integrations/moe.py"
1659
+ ],
1660
+ "shared_directories": [
1661
+ "src/transformers/integrations",
1662
+ "src/transformers",
1663
+ "src"
1664
+ ]
1665
+ },
1666
+ {
1667
+ "left_pr_number": 45621,
1668
+ "right_pr_number": 45687,
1669
+ "similarity": 0.302,
1670
+ "content_similarity": 0.311,
1671
+ "size_similarity": 0.007,
1672
+ "breadth_similarity": 0.35,
1673
+ "concentration_similarity": 0.964,
1674
+ "shared_filenames": [
1675
+ "src/transformers/integrations/moe.py"
1676
+ ],
1677
+ "shared_directories": [
1678
+ "src/transformers/integrations",
1679
+ "src/transformers",
1680
+ "src"
1681
+ ]
1682
+ },
1683
+ {
1684
+ "left_pr_number": 43833,
1685
+ "right_pr_number": 45621,
1686
+ "similarity": 0.249,
1687
+ "content_similarity": 0.235,
1688
+ "size_similarity": 0.008,
1689
+ "breadth_similarity": 0.35,
1690
+ "concentration_similarity": 0.964,
1691
+ "shared_filenames": [
1692
+ "src/transformers/integrations/moe.py"
1693
+ ],
1694
+ "shared_directories": [
1695
+ "src/transformers/integrations",
1696
+ "src/transformers",
1697
+ "src"
1698
+ ]
1699
+ }
1700
+ ]
1701
+ },
1702
  {
1703
  "cluster_id": "pr-scope-44066-3",
1704
  "pr_numbers": [
 
1707
  44722
1708
  ],
1709
  "representative_pr_number": 44722,
1710
+ "average_similarity": 0.942,
1711
  "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.",
1712
  "shared_filenames": [
1713
  "src/transformers/models/gptj/modeling_gptj.py",
 
1799
  "left_pr_number": 44059,
1800
  "right_pr_number": 44676,
1801
  "similarity": 0.675,
1802
+ "content_similarity": 0.737,
1803
  "size_similarity": 0.062,
1804
  "breadth_similarity": 1.0,
1805
  "concentration_similarity": 1.0,
 
2079
  "left_pr_number": 43997,
2080
  "right_pr_number": 44019,
2081
  "similarity": 0.267,
2082
+ "content_similarity": 0.013,
2083
  "size_similarity": 0.722,
2084
  "breadth_similarity": 1.0,
2085
  "concentration_similarity": 1.0,
 
2344
  "left_pr_number": 44615,
2345
  "right_pr_number": 45524,
2346
  "similarity": 0.421,
2347
+ "content_similarity": 0.339,
2348
  "size_similarity": 0.229,
2349
  "breadth_similarity": 1.0,
2350
  "concentration_similarity": 1.0,
 
3094
  "left_pr_number": 43779,
3095
  "right_pr_number": 43816,
3096
  "similarity": 0.665,
3097
+ "content_similarity": 0.682,
3098
  "size_similarity": 0.25,
3099
  "breadth_similarity": 1.0,
3100
  "concentration_similarity": 1.0,
 
3187
  }
3188
  ]
3189
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3190
  {
3191
  "cluster_id": "pr-scope-43532-2",
3192
  "pr_numbers": [
pr_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:acb2d1d49b59b2abece9962db283abde9a97f546cfd2502ed86913ed1f1f9c30
3
- size 1404464
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a297f2503d14d60b25ab3adecad66619e851d8060a6cc514ea423b8e3db0269d
3
+ size 1405379
pr_diffs.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:49e75e0958b926843b3d8454c63d6f4ff89d97b57d5b5abf8f0ad6a92c4ecfa0
3
- size 21903965
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:09ce2fcc5d03bfb49cfde96b001c2388b96af02a2bf7ad88224838aa00e67c09
3
+ size 21904902
pr_files.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7731593bcbd2ea1f98ec15421a4c7f778c39c2ed988042874d6d235ab247c332
3
- size 42116963
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:27ecefcd70e8cdbd39470c3fc70e45ac81965dacb6f9ab2906af5d175676a037
3
+ size 42118563
pull_requests.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2d7fb66ef2f24847535c3033c7af6a6650c01c41a2ec9570185f6095cbda164e
3
- size 1696194
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ca5486d3e524dcaacfc306ade2461d8dfe446616ac55dff7579fb14a20a30a63
3
+ size 1698234
review_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ef8381e6b981dfa594a00b80a910a10dd8213408bbf9b894c22ba8dbf6a5daeb
3
- size 2293208
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bd6eb7944aed95fdf412d6b86a11604622b807a38ecdeb58e74600ba26909f27
3
+ size 2293728
reviews.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:16db916005e19498353ce63337701cdc0af82c8c0f083b392ccfe6f3e38be1d0
3
- size 704251
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b8e3facb0f898ed036a2f85e02f6c3f6d6ac361f47b70aed74ac895c6923586
3
+ size 704513
snapshots/20260503T180031Z/manifest.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260503T180031Z/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": 9731,
11
+ "issues": 673,
12
+ "links": 3012,
13
+ "new_contributors": 355,
14
+ "pr_diffs": 2084,
15
+ "pr_files": 29559,
16
+ "pull_requests": 2084,
17
+ "review_comments": 13455,
18
+ "reviews": 7746,
19
+ "timeline_events": 41971
20
+ },
21
+ "crawl_started_at": "2026-05-03T18:00:31Z",
22
+ "delta_counts": {
23
+ "comments": 9,
24
+ "issue_stubs": 8,
25
+ "issues": 5,
26
+ "links": 10,
27
+ "pr_diffs": 3,
28
+ "pr_files": 4,
29
+ "pull_requests": 3,
30
+ "review_comments": 3,
31
+ "reviews": 3,
32
+ "timeline_events": 78
33
+ },
34
+ "extracted_at": "2026-05-03T18:00:31Z",
35
+ "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260503T180031Z",
37
+ "watermark": {
38
+ "effective_since": "2026-05-03T12:00:38Z",
39
+ "next_since": "2026-05-03T18:00:31Z"
40
+ }
41
+ }
snapshots/20260503T180031Z/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/20260503T120038Z/manifest.json",
3
- "latest_snapshot_id": "20260503T120038Z",
4
  "manifest_path": "manifest.json",
5
- "next_since": "2026-05-03T12:00:38Z",
6
  "repo": "huggingface/transformers",
7
- "snapshot_dir": "snapshots/20260503T120038Z"
8
  }
 
1
  {
2
+ "archived_manifest_path": "snapshots/20260503T180031Z/manifest.json",
3
+ "latest_snapshot_id": "20260503T180031Z",
4
  "manifest_path": "manifest.json",
5
+ "next_since": "2026-05-03T18:00:31Z",
6
  "repo": "huggingface/transformers",
7
+ "snapshot_dir": "snapshots/20260503T180031Z"
8
  }
state/watermark.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "effective_since": "2026-05-03T06:00:35Z",
3
- "last_successful_snapshot_id": "20260503T120038Z",
4
- "next_since": "2026-05-03T12:00:38Z",
5
  "repo": "huggingface/transformers",
6
- "updated_at": "2026-05-03T12:00:38Z"
7
  }
 
1
  {
2
+ "effective_since": "2026-05-03T12:00:38Z",
3
+ "last_successful_snapshot_id": "20260503T180031Z",
4
+ "next_since": "2026-05-03T18:00:31Z",
5
  "repo": "huggingface/transformers",
6
+ "updated_at": "2026-05-03T18:00:31Z"
7
  }