evalstate HF Staff commited on
Commit
2416e6f
·
verified ·
1 Parent(s): 07e1da7

Refresh transformers dataset snapshot 20260629T060016Z

Browse files
README.md CHANGED
@@ -75,7 +75,7 @@ Use:
75
  - eval set creation
76
 
77
  Notes:
78
- - latest snapshot: `20260629T000014Z`
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: `20260629T060016Z`
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 sha256:587b1bc08f009d2d50a8e91193cd3ad1cbbdb48696730e1d98498e07cc412b33
3
- size 3299976
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:10392d0221110eb47312aee010a9a13e56f90c2cfb8ba77a22b24cb5910e6038
3
+ size 3301286
events.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:eca9c92fb75c0c2bb66cc2b12dc6778f0951e4b1788fac9c6eca0f87dc0a9ef7
3
- size 977751
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:46c6d8c7d3096461034b1df1601b07ac9c1c595ae343018b118cbfbddf44b910
3
+ size 978608
issue_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b6259e2d7abb475b9cdd77338e8d26413327da9587c1116f714d23c54252ba8d
3
- size 1043787
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5143bbaba5678e27657819f7bb10bda27074df531f9c0bf821470489b60bef92
3
+ size 1043900
issues.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fa2cdb13ccdc6954496eec1f3e46f96cf06e3a8c053ae3ffc8ec0437cff09065
3
- size 1294870
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:93273455e42da6bd37e6692951b9fd0b8df30aeaf903a71a6e25ed5f27b38104
3
+ size 1295192
links.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bc6ecbf599316c3eac584161b3d0d20f5a1f943f18be5c2fbab962ddfa84fd21
3
- size 63353
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8e764cb9679667ac30d4f6d7a1396947bab4cc4cf5c834706d1c2a0811fdb4e2
3
+ size 63490
manifest.json CHANGED
@@ -1,41 +1,41 @@
1
  {
2
  "artifacts": {
3
- "archived_pr_scope_clusters_json": "snapshots/20260629T000014Z/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": 15552,
11
- "issues": 924,
12
- "links": 5391,
13
- "new_contributors": 355,
14
- "pr_diffs": 3081,
15
- "pr_files": 38632,
16
- "pull_requests": 3081,
17
- "review_comments": 18791,
18
- "reviews": 10932,
19
- "timeline_events": 60441
20
  },
21
- "crawl_started_at": "2026-06-29T00:00:14Z",
22
  "delta_counts": {
23
- "comments": 2,
24
- "issue_stubs": 4,
25
- "issues": 0,
26
- "links": 4,
27
- "pr_diffs": 4,
28
- "pr_files": 72,
29
- "pull_requests": 4,
30
- "review_comments": 121,
31
- "reviews": 11,
32
- "timeline_events": 114
33
  },
34
- "extracted_at": "2026-06-29T00:00:14Z",
35
  "repo": "huggingface/transformers",
36
- "snapshot_id": "20260629T000014Z",
37
  "watermark": {
38
- "effective_since": "2026-06-28T18:00:15Z",
39
- "next_since": "2026-06-29T00:00:14Z"
40
  }
41
  }
 
1
  {
2
  "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260629T060016Z/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": 15565,
11
+ "issues": 925,
12
+ "links": 5406,
13
+ "new_contributors": 352,
14
+ "pr_diffs": 3086,
15
+ "pr_files": 38644,
16
+ "pull_requests": 3086,
17
+ "review_comments": 18799,
18
+ "reviews": 10937,
19
+ "timeline_events": 60477
20
  },
21
+ "crawl_started_at": "2026-06-29T06:00:16Z",
22
  "delta_counts": {
23
+ "comments": 13,
24
+ "issue_stubs": 18,
25
+ "issues": 3,
26
+ "links": 24,
27
+ "pr_diffs": 15,
28
+ "pr_files": 104,
29
+ "pull_requests": 15,
30
+ "review_comments": 94,
31
+ "reviews": 36,
32
+ "timeline_events": 331
33
  },
34
+ "extracted_at": "2026-06-29T06:00:16Z",
35
  "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260629T060016Z",
37
  "watermark": {
38
+ "effective_since": "2026-06-29T00:00:14Z",
39
+ "next_since": "2026-06-29T06:00:16Z"
40
  }
41
  }
new-contributors-report.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
- "snapshot_id": "20260629T000014Z",
5
- "generated_at": "2026-06-29T00:00:47Z",
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": 158,
12
- "previous_primary_author_count": 1464,
13
- "selected_seen_in_previous_primary": 354,
14
- "previous_report_contributor_count": 354,
15
- "selected_overlap_previous_report": 354,
16
- "selected_overlap_previous_report_rate": 0.9972,
17
- "reused_previous_report_entries": 350,
18
- "reused_known_merged_contributors": 155,
19
- "live_fetches": 5,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
- "enrichment_elapsed_seconds": 3.568,
23
- "enrichment_avg_seconds_per_author": 0.01,
24
  "enrichment_failures": 4
25
  },
26
  "contributors": [
@@ -108,14 +108,14 @@
108
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez",
109
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez",
110
  "repo_first_seen_at": "2025-03-19T10:58:02Z",
111
- "repo_last_seen_at": "2026-06-26T12:06:34Z",
112
- "repo_primary_artifact_count": 108,
113
- "repo_artifact_count": 1291,
114
- "snapshot_issue_count": 0,
115
- "snapshot_pr_count": 108,
116
- "snapshot_comment_count": 262,
117
- "snapshot_review_count": 368,
118
- "snapshot_review_comment_count": 553,
119
  "repo_association": "MEMBER",
120
  "new_to_repo": false,
121
  "first_seen_in_snapshot": false,
@@ -145,6 +145,16 @@
145
  },
146
  "examples": {
147
  "pull_requests": [
 
 
 
 
 
 
 
 
 
 
148
  {
149
  "kind": "pull_request",
150
  "number": 46914,
@@ -160,20 +170,10 @@
160
  "number": 46876,
161
  "title": "Fix auto-mappings registration for remote code & fixes a few custom code issues",
162
  "url": "https://github.com/huggingface/transformers/pull/46876",
163
- "state": "open",
164
- "merged": false,
165
- "draft": false,
166
- "created_at": "2026-06-25T08:17:23Z"
167
- },
168
- {
169
- "kind": "pull_request",
170
- "number": 46862,
171
- "title": "Rework some old cache getters/properties",
172
- "url": "https://github.com/huggingface/transformers/pull/46862",
173
  "state": "closed",
174
  "merged": true,
175
  "draft": false,
176
- "created_at": "2026-06-24T08:05:57Z"
177
  }
178
  ],
179
  "issues": []
@@ -587,14 +587,14 @@
587
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker",
588
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker",
589
  "repo_first_seen_at": "2023-02-24T14:13:29Z",
590
- "repo_last_seen_at": "2026-06-26T07:59:45Z",
591
  "repo_primary_artifact_count": 73,
592
- "repo_artifact_count": 2486,
593
  "snapshot_issue_count": 3,
594
  "snapshot_pr_count": 70,
595
  "snapshot_comment_count": 203,
596
- "snapshot_review_count": 738,
597
- "snapshot_review_comment_count": 1472,
598
  "repo_association": "MEMBER",
599
  "new_to_repo": false,
600
  "first_seen_in_snapshot": false,
@@ -1333,11 +1333,11 @@
1333
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng",
1334
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng",
1335
  "repo_first_seen_at": "2024-03-21T04:37:45Z",
1336
- "repo_last_seen_at": "2026-06-24T08:52:14Z",
1337
- "repo_primary_artifact_count": 36,
1338
- "repo_artifact_count": 189,
1339
  "snapshot_issue_count": 4,
1340
- "snapshot_pr_count": 32,
1341
  "snapshot_comment_count": 63,
1342
  "snapshot_review_count": 45,
1343
  "snapshot_review_comment_count": 45,
@@ -1368,6 +1368,16 @@
1368
  },
1369
  "examples": {
1370
  "pull_requests": [
 
 
 
 
 
 
 
 
 
 
1371
  {
1372
  "kind": "pull_request",
1373
  "number": 46864,
@@ -1387,16 +1397,6 @@
1387
  "merged": true,
1388
  "draft": false,
1389
  "created_at": "2026-06-24T07:59:52Z"
1390
- },
1391
- {
1392
- "kind": "pull_request",
1393
- "number": 46854,
1394
- "title": "Fix `BlockMask` crash in CTRL flex-attention generation",
1395
- "url": "https://github.com/huggingface/transformers/pull/46854",
1396
- "state": "open",
1397
- "merged": false,
1398
- "draft": false,
1399
- "created_at": "2026-06-24T03:25:35Z"
1400
  }
1401
  ],
1402
  "issues": [
@@ -3263,6 +3263,83 @@
3263
  },
3264
  "fetch_error": null
3265
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3266
  {
3267
  "author_login": "Charly21r",
3268
  "name": "Carlos Redondo",
@@ -3990,83 +4067,6 @@
3990
  },
3991
  "fetch_error": null
3992
  },
3993
- {
3994
- "author_login": "sergereview[bot]",
3995
- "name": null,
3996
- "profile_url": "https://github.com/sergereview[bot]",
3997
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asergereview%5Bbot%5D",
3998
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asergereview%5Bbot%5D",
3999
- "repo_first_seen_at": "2026-05-13T06:40:41Z",
4000
- "repo_last_seen_at": "2026-06-28T00:38:33Z",
4001
- "repo_primary_artifact_count": 6,
4002
- "repo_artifact_count": 21,
4003
- "snapshot_issue_count": 0,
4004
- "snapshot_pr_count": 6,
4005
- "snapshot_comment_count": 0,
4006
- "snapshot_review_count": 5,
4007
- "snapshot_review_comment_count": 10,
4008
- "repo_association": "NONE",
4009
- "new_to_repo": false,
4010
- "first_seen_in_snapshot": false,
4011
- "known_via_prior_merged_pr": false,
4012
- "report_reason": null,
4013
- "enrichment_source": "live",
4014
- "live_refetch_skipped": false,
4015
- "account_age_days": null,
4016
- "young_account": false,
4017
- "follow_through_score": "n/a",
4018
- "breadth_score": "n/a",
4019
- "automation_risk_signal": "n/a",
4020
- "heuristic_note": "summary unavailable",
4021
- "public_orgs": [],
4022
- "activity": {
4023
- "visible_authored_pr_count": null,
4024
- "merged_pr_count": null,
4025
- "closed_unmerged_pr_count": null,
4026
- "open_pr_count": null,
4027
- "merged_pr_rate": null,
4028
- "closed_unmerged_pr_rate": null,
4029
- "still_open_pr_rate": null,
4030
- "distinct_repos_with_authored_prs": null,
4031
- "distinct_repos_with_open_prs": null
4032
- },
4033
- "examples": {
4034
- "pull_requests": [
4035
- {
4036
- "kind": "pull_request",
4037
- "number": 46941,
4038
- "title": "[serge] Fix 12 integration tests for model `dac` failing with `output_mismatch` (tensor values differ (6), other (6))",
4039
- "url": "https://github.com/huggingface/transformers/pull/46941",
4040
- "state": "open",
4041
- "merged": false,
4042
- "draft": false,
4043
- "created_at": "2026-06-28T00:38:33Z"
4044
- },
4045
- {
4046
- "kind": "pull_request",
4047
- "number": 46928,
4048
- "title": "[serge] Fix 8 integration tests for model `blip_2` failing with `other` (other (8))",
4049
- "url": "https://github.com/huggingface/transformers/pull/46928",
4050
- "state": "open",
4051
- "merged": false,
4052
- "draft": false,
4053
- "created_at": "2026-06-27T00:49:00Z"
4054
- },
4055
- {
4056
- "kind": "pull_request",
4057
- "number": 46927,
4058
- "title": "[serge] Fix 12 integration tests for model `glm46v` failing with `other` (other (12))",
4059
- "url": "https://github.com/huggingface/transformers/pull/46927",
4060
- "state": "open",
4061
- "merged": false,
4062
- "draft": false,
4063
- "created_at": "2026-06-27T00:45:42Z"
4064
- }
4065
- ],
4066
- "issues": []
4067
- },
4068
- "fetch_error": "[{\"type\": \"NOT_FOUND\", \"path\": [\"user\"], \"locations\": [{\"line\": 13, \"column\": 3}], \"message\": \"Could not resolve to a User with the login of 'sergereview[bot]'.\"}]"
4069
- },
4070
  {
4071
  "author_login": "XciD",
4072
  "name": "Adrien",
@@ -7605,7 +7605,7 @@
7605
  "number": 46650,
7606
  "title": "`save_pretrained` corrupts keys (`encoder.encoder.*`) for trust_remote_code / from_config models via non-idempotent reverse rename",
7607
  "url": "https://github.com/huggingface/transformers/issues/46650",
7608
- "state": "open",
7609
  "merged": null,
7610
  "draft": null,
7611
  "created_at": "2026-06-15T04:58:50Z"
@@ -17807,63 +17807,6 @@
17807
  },
17808
  "fetch_error": null
17809
  },
17810
- {
17811
- "author_login": "GopalGB",
17812
- "name": "Gopal Bagaswar",
17813
- "profile_url": "https://github.com/GopalGB",
17814
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AGopalGB",
17815
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AGopalGB",
17816
- "repo_first_seen_at": "2026-04-30T04:04:10Z",
17817
- "repo_last_seen_at": "2026-04-30T16:01:05Z",
17818
- "repo_primary_artifact_count": 1,
17819
- "repo_artifact_count": 2,
17820
- "snapshot_issue_count": 0,
17821
- "snapshot_pr_count": 1,
17822
- "snapshot_comment_count": 1,
17823
- "snapshot_review_count": 0,
17824
- "snapshot_review_comment_count": 0,
17825
- "repo_association": "NONE",
17826
- "new_to_repo": false,
17827
- "first_seen_in_snapshot": false,
17828
- "known_via_prior_merged_pr": false,
17829
- "report_reason": null,
17830
- "enrichment_source": "previous_report",
17831
- "live_refetch_skipped": true,
17832
- "account_age_days": 2136,
17833
- "young_account": false,
17834
- "follow_through_score": "weak",
17835
- "breadth_score": "very high",
17836
- "automation_risk_signal": "high",
17837
- "heuristic_note": "high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos",
17838
- "public_orgs": [],
17839
- "activity": {
17840
- "visible_authored_pr_count": 59,
17841
- "merged_pr_count": 6,
17842
- "closed_unmerged_pr_count": 27,
17843
- "open_pr_count": 26,
17844
- "merged_pr_rate": 0.1017,
17845
- "closed_unmerged_pr_rate": 0.4576,
17846
- "still_open_pr_rate": 0.4407,
17847
- "distinct_repos_with_authored_prs": 42,
17848
- "distinct_repos_with_open_prs": 21
17849
- },
17850
- "examples": {
17851
- "pull_requests": [
17852
- {
17853
- "kind": "pull_request",
17854
- "number": 45708,
17855
- "title": "fix(pytorch_utils): per-instance lru_cache to fix RT-DETR memory leak",
17856
- "url": "https://github.com/huggingface/transformers/pull/45708",
17857
- "state": "closed",
17858
- "merged": false,
17859
- "draft": false,
17860
- "created_at": "2026-04-30T04:04:10Z"
17861
- }
17862
- ],
17863
- "issues": []
17864
- },
17865
- "fetch_error": null
17866
- },
17867
  {
17868
  "author_login": "guinik",
17869
  "name": "Alex Esteban Folch",
@@ -20964,63 +20907,6 @@
20964
  },
20965
  "fetch_error": null
20966
  },
20967
- {
20968
- "author_login": "pritishyuvraj",
20969
- "name": "Pritish Yuvraj",
20970
- "profile_url": "https://github.com/pritishyuvraj",
20971
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apritishyuvraj",
20972
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apritishyuvraj",
20973
- "repo_first_seen_at": "2026-04-30T04:36:04Z",
20974
- "repo_last_seen_at": "2026-04-30T04:36:04Z",
20975
- "repo_primary_artifact_count": 1,
20976
- "repo_artifact_count": 1,
20977
- "snapshot_issue_count": 0,
20978
- "snapshot_pr_count": 1,
20979
- "snapshot_comment_count": 0,
20980
- "snapshot_review_count": 0,
20981
- "snapshot_review_comment_count": 0,
20982
- "repo_association": "FIRST_TIME_CONTRIBUTOR",
20983
- "new_to_repo": false,
20984
- "first_seen_in_snapshot": false,
20985
- "known_via_prior_merged_pr": false,
20986
- "report_reason": null,
20987
- "enrichment_source": "previous_report",
20988
- "live_refetch_skipped": true,
20989
- "account_age_days": 3913,
20990
- "young_account": false,
20991
- "follow_through_score": "weak",
20992
- "breadth_score": "low",
20993
- "automation_risk_signal": "low",
20994
- "heuristic_note": "high open PR share; targets high-star repos",
20995
- "public_orgs": [],
20996
- "activity": {
20997
- "visible_authored_pr_count": 1,
20998
- "merged_pr_count": 0,
20999
- "closed_unmerged_pr_count": 0,
21000
- "open_pr_count": 1,
21001
- "merged_pr_rate": 0.0,
21002
- "closed_unmerged_pr_rate": 0.0,
21003
- "still_open_pr_rate": 1.0,
21004
- "distinct_repos_with_authored_prs": 1,
21005
- "distinct_repos_with_open_prs": 1
21006
- },
21007
- "examples": {
21008
- "pull_requests": [
21009
- {
21010
- "kind": "pull_request",
21011
- "number": 45709,
21012
- "title": "Added SWA and Linear Attention to Llama3.2-1b",
21013
- "url": "https://github.com/huggingface/transformers/pull/45709",
21014
- "state": "open",
21015
- "merged": false,
21016
- "draft": false,
21017
- "created_at": "2026-04-30T04:36:04Z"
21018
- }
21019
- ],
21020
- "issues": []
21021
- },
21022
- "fetch_error": null
21023
- },
21024
  {
21025
  "author_login": "professoralbay",
21026
  "name": "Ak\u0131n \u00dcner",
@@ -22354,7 +22240,7 @@
22354
  "repo_association": "CONTRIBUTOR",
22355
  "new_to_repo": false,
22356
  "first_seen_in_snapshot": false,
22357
- "known_via_prior_merged_pr": false,
22358
  "report_reason": null,
22359
  "enrichment_source": "previous_report",
22360
  "live_refetch_skipped": true,
@@ -23663,12 +23549,12 @@
23663
  "snapshot_review_count": 0,
23664
  "snapshot_review_comment_count": 0,
23665
  "repo_association": "FIRST_TIME_CONTRIBUTOR",
23666
- "new_to_repo": true,
23667
- "first_seen_in_snapshot": true,
23668
  "known_via_prior_merged_pr": false,
23669
- "report_reason": "first_seen_in_snapshot",
23670
- "enrichment_source": "live",
23671
- "live_refetch_skipped": false,
23672
  "account_age_days": 980,
23673
  "young_account": false,
23674
  "follow_through_score": "weak",
@@ -23877,63 +23763,6 @@
23877
  },
23878
  "fetch_error": null
23879
  },
23880
- {
23881
- "author_login": "yileld",
23882
- "name": "ylying",
23883
- "profile_url": "https://github.com/yileld",
23884
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ayileld",
23885
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayileld",
23886
- "repo_first_seen_at": "2026-04-30T02:17:34Z",
23887
- "repo_last_seen_at": "2026-04-30T02:17:34Z",
23888
- "repo_primary_artifact_count": 1,
23889
- "repo_artifact_count": 1,
23890
- "snapshot_issue_count": 0,
23891
- "snapshot_pr_count": 1,
23892
- "snapshot_comment_count": 0,
23893
- "snapshot_review_count": 0,
23894
- "snapshot_review_comment_count": 0,
23895
- "repo_association": "FIRST_TIME_CONTRIBUTOR",
23896
- "new_to_repo": false,
23897
- "first_seen_in_snapshot": false,
23898
- "known_via_prior_merged_pr": false,
23899
- "report_reason": null,
23900
- "enrichment_source": "previous_report",
23901
- "live_refetch_skipped": true,
23902
- "account_age_days": 3958,
23903
- "young_account": false,
23904
- "follow_through_score": "weak",
23905
- "breadth_score": "low",
23906
- "automation_risk_signal": "low",
23907
- "heuristic_note": "high open PR share; targets high-star repos",
23908
- "public_orgs": [],
23909
- "activity": {
23910
- "visible_authored_pr_count": 1,
23911
- "merged_pr_count": 0,
23912
- "closed_unmerged_pr_count": 0,
23913
- "open_pr_count": 1,
23914
- "merged_pr_rate": 0.0,
23915
- "closed_unmerged_pr_rate": 0.0,
23916
- "still_open_pr_rate": 1.0,
23917
- "distinct_repos_with_authored_prs": 1,
23918
- "distinct_repos_with_open_prs": 1
23919
- },
23920
- "examples": {
23921
- "pull_requests": [
23922
- {
23923
- "kind": "pull_request",
23924
- "number": 45707,
23925
- "title": "Fix padding calculation in new_conv_state assignment",
23926
- "url": "https://github.com/huggingface/transformers/pull/45707",
23927
- "state": "open",
23928
- "merged": false,
23929
- "draft": false,
23930
- "created_at": "2026-04-30T02:17:34Z"
23931
- }
23932
- ],
23933
- "issues": []
23934
- },
23935
- "fetch_error": null
23936
- },
23937
  {
23938
  "author_login": "Yooniel",
23939
  "name": null,
 
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
+ "snapshot_id": "20260629T060016Z",
5
+ "generated_at": "2026-06-29T06:01:11Z",
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": 159,
12
+ "previous_primary_author_count": 1465,
13
+ "selected_seen_in_previous_primary": 352,
14
+ "previous_report_contributor_count": 355,
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": 156,
19
+ "live_fetches": 4,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
+ "enrichment_elapsed_seconds": 0.722,
23
+ "enrichment_avg_seconds_per_author": 0.002,
24
  "enrichment_failures": 4
25
  },
26
  "contributors": [
 
108
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez",
109
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez",
110
  "repo_first_seen_at": "2025-03-19T10:58:02Z",
111
+ "repo_last_seen_at": "2026-06-29T05:17:34Z",
112
+ "repo_primary_artifact_count": 109,
113
+ "repo_artifact_count": 1296,
114
+ "snapshot_issue_count": 0,
115
+ "snapshot_pr_count": 109,
116
+ "snapshot_comment_count": 263,
117
+ "snapshot_review_count": 370,
118
+ "snapshot_review_comment_count": 554,
119
  "repo_association": "MEMBER",
120
  "new_to_repo": false,
121
  "first_seen_in_snapshot": false,
 
145
  },
146
  "examples": {
147
  "pull_requests": [
148
+ {
149
+ "kind": "pull_request",
150
+ "number": 46953,
151
+ "title": "Remove default dtype in FusedRMSNormGated modules",
152
+ "url": "https://github.com/huggingface/transformers/pull/46953",
153
+ "state": "open",
154
+ "merged": false,
155
+ "draft": false,
156
+ "created_at": "2026-06-29T05:15:25Z"
157
+ },
158
  {
159
  "kind": "pull_request",
160
  "number": 46914,
 
170
  "number": 46876,
171
  "title": "Fix auto-mappings registration for remote code & fixes a few custom code issues",
172
  "url": "https://github.com/huggingface/transformers/pull/46876",
 
 
 
 
 
 
 
 
 
 
173
  "state": "closed",
174
  "merged": true,
175
  "draft": false,
176
+ "created_at": "2026-06-25T08:17:23Z"
177
  }
178
  ],
179
  "issues": []
 
587
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker",
588
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker",
589
  "repo_first_seen_at": "2023-02-24T14:13:29Z",
590
+ "repo_last_seen_at": "2026-06-29T05:48:55Z",
591
  "repo_primary_artifact_count": 73,
592
+ "repo_artifact_count": 2494,
593
  "snapshot_issue_count": 3,
594
  "snapshot_pr_count": 70,
595
  "snapshot_comment_count": 203,
596
+ "snapshot_review_count": 740,
597
+ "snapshot_review_comment_count": 1478,
598
  "repo_association": "MEMBER",
599
  "new_to_repo": false,
600
  "first_seen_in_snapshot": false,
 
1333
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng",
1334
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng",
1335
  "repo_first_seen_at": "2024-03-21T04:37:45Z",
1336
+ "repo_last_seen_at": "2026-06-29T03:18:10Z",
1337
+ "repo_primary_artifact_count": 37,
1338
+ "repo_artifact_count": 190,
1339
  "snapshot_issue_count": 4,
1340
+ "snapshot_pr_count": 33,
1341
  "snapshot_comment_count": 63,
1342
  "snapshot_review_count": 45,
1343
  "snapshot_review_comment_count": 45,
 
1368
  },
1369
  "examples": {
1370
  "pull_requests": [
1371
+ {
1372
+ "kind": "pull_request",
1373
+ "number": 46952,
1374
+ "title": "Fix shape mismatch in KyutaiSpeechToText `generate()` last window",
1375
+ "url": "https://github.com/huggingface/transformers/pull/46952",
1376
+ "state": "open",
1377
+ "merged": false,
1378
+ "draft": true,
1379
+ "created_at": "2026-06-29T03:18:10Z"
1380
+ },
1381
  {
1382
  "kind": "pull_request",
1383
  "number": 46864,
 
1397
  "merged": true,
1398
  "draft": false,
1399
  "created_at": "2026-06-24T07:59:52Z"
 
 
 
 
 
 
 
 
 
 
1400
  }
1401
  ],
1402
  "issues": [
 
3263
  },
3264
  "fetch_error": null
3265
  },
3266
+ {
3267
+ "author_login": "sergereview[bot]",
3268
+ "name": null,
3269
+ "profile_url": "https://github.com/sergereview[bot]",
3270
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asergereview%5Bbot%5D",
3271
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asergereview%5Bbot%5D",
3272
+ "repo_first_seen_at": "2026-05-13T06:40:41Z",
3273
+ "repo_last_seen_at": "2026-06-29T00:45:00Z",
3274
+ "repo_primary_artifact_count": 9,
3275
+ "repo_artifact_count": 24,
3276
+ "snapshot_issue_count": 0,
3277
+ "snapshot_pr_count": 9,
3278
+ "snapshot_comment_count": 0,
3279
+ "snapshot_review_count": 5,
3280
+ "snapshot_review_comment_count": 10,
3281
+ "repo_association": "NONE",
3282
+ "new_to_repo": false,
3283
+ "first_seen_in_snapshot": false,
3284
+ "known_via_prior_merged_pr": false,
3285
+ "report_reason": null,
3286
+ "enrichment_source": "live",
3287
+ "live_refetch_skipped": false,
3288
+ "account_age_days": null,
3289
+ "young_account": false,
3290
+ "follow_through_score": "n/a",
3291
+ "breadth_score": "n/a",
3292
+ "automation_risk_signal": "n/a",
3293
+ "heuristic_note": "summary unavailable",
3294
+ "public_orgs": [],
3295
+ "activity": {
3296
+ "visible_authored_pr_count": null,
3297
+ "merged_pr_count": null,
3298
+ "closed_unmerged_pr_count": null,
3299
+ "open_pr_count": null,
3300
+ "merged_pr_rate": null,
3301
+ "closed_unmerged_pr_rate": null,
3302
+ "still_open_pr_rate": null,
3303
+ "distinct_repos_with_authored_prs": null,
3304
+ "distinct_repos_with_open_prs": null
3305
+ },
3306
+ "examples": {
3307
+ "pull_requests": [
3308
+ {
3309
+ "kind": "pull_request",
3310
+ "number": 46951,
3311
+ "title": "[serge] Fix 8 integration tests for model `peft_integration` failing with `other` (other (8))",
3312
+ "url": "https://github.com/huggingface/transformers/pull/46951",
3313
+ "state": "open",
3314
+ "merged": false,
3315
+ "draft": false,
3316
+ "created_at": "2026-06-29T00:45:00Z"
3317
+ },
3318
+ {
3319
+ "kind": "pull_request",
3320
+ "number": 46950,
3321
+ "title": "[serge] Fix 8 integration tests for model `mamba2` failing with `OOM` (other (8))",
3322
+ "url": "https://github.com/huggingface/transformers/pull/46950",
3323
+ "state": "open",
3324
+ "merged": false,
3325
+ "draft": false,
3326
+ "created_at": "2026-06-29T00:44:31Z"
3327
+ },
3328
+ {
3329
+ "kind": "pull_request",
3330
+ "number": 46949,
3331
+ "title": "[serge] Fix 22 integration tests for model `whisper` failing with `other` (other (20), shape/size mismatch (2))",
3332
+ "url": "https://github.com/huggingface/transformers/pull/46949",
3333
+ "state": "open",
3334
+ "merged": false,
3335
+ "draft": false,
3336
+ "created_at": "2026-06-29T00:38:50Z"
3337
+ }
3338
+ ],
3339
+ "issues": []
3340
+ },
3341
+ "fetch_error": "[{\"type\": \"NOT_FOUND\", \"path\": [\"user\"], \"locations\": [{\"line\": 13, \"column\": 3}], \"message\": \"Could not resolve to a User with the login of 'sergereview[bot]'.\"}]"
3342
+ },
3343
  {
3344
  "author_login": "Charly21r",
3345
  "name": "Carlos Redondo",
 
4067
  },
4068
  "fetch_error": null
4069
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4070
  {
4071
  "author_login": "XciD",
4072
  "name": "Adrien",
 
7605
  "number": 46650,
7606
  "title": "`save_pretrained` corrupts keys (`encoder.encoder.*`) for trust_remote_code / from_config models via non-idempotent reverse rename",
7607
  "url": "https://github.com/huggingface/transformers/issues/46650",
7608
+ "state": "closed",
7609
  "merged": null,
7610
  "draft": null,
7611
  "created_at": "2026-06-15T04:58:50Z"
 
17807
  },
17808
  "fetch_error": null
17809
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
17810
  {
17811
  "author_login": "guinik",
17812
  "name": "Alex Esteban Folch",
 
20907
  },
20908
  "fetch_error": null
20909
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
20910
  {
20911
  "author_login": "professoralbay",
20912
  "name": "Ak\u0131n \u00dcner",
 
22240
  "repo_association": "CONTRIBUTOR",
22241
  "new_to_repo": false,
22242
  "first_seen_in_snapshot": false,
22243
+ "known_via_prior_merged_pr": true,
22244
  "report_reason": null,
22245
  "enrichment_source": "previous_report",
22246
  "live_refetch_skipped": true,
 
23549
  "snapshot_review_count": 0,
23550
  "snapshot_review_comment_count": 0,
23551
  "repo_association": "FIRST_TIME_CONTRIBUTOR",
23552
+ "new_to_repo": false,
23553
+ "first_seen_in_snapshot": false,
23554
  "known_via_prior_merged_pr": false,
23555
+ "report_reason": null,
23556
+ "enrichment_source": "previous_report",
23557
+ "live_refetch_skipped": true,
23558
  "account_age_days": 980,
23559
  "young_account": false,
23560
  "follow_through_score": "weak",
 
23763
  },
23764
  "fetch_error": null
23765
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
23766
  {
23767
  "author_login": "Yooniel",
23768
  "name": null,
new-contributors-report.md CHANGED
@@ -1,16 +1,16 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260629T000014Z`
4
- - Generated: `2026-06-29T00:00:47Z`
5
  - Activity window: `60d`
6
- - Contributors: `355`
7
 
8
  ## Summary
9
 
10
  | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
11
  | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
12
  | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-02-05T12:51:57Z` | 130 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
13
- | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 108 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
14
  | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 99 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
15
  | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 99 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
16
  | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 97 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
@@ -23,7 +23,7 @@
23
  | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 40 | 1 | strong | moderate | low | targets high-star repos |
24
  | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 37 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
25
  | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 35 | 20 | strong | low | low | targets high-star repos |
26
- | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 32 | 4 | strong | moderate | low | high recent PR volume |
27
  | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
28
  | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3752d | `2025-08-10T08:43:09Z` | 30 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
29
  | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 30 | 0 | strong | low | low | targets high-star repos |
@@ -46,6 +46,7 @@
46
  | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 10 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
47
  | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 97d | `2026-02-18T23:07:23Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread |
48
  | `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 
49
  | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 8 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
50
  | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 8 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
51
  | `Incheonkirin` | [profile](https://github.com/Incheonkirin) | no | CONTRIBUTOR | 2854d | `2026-06-09T11:35:01Z` | 7 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -55,7 +56,6 @@
55
  | `KirtiRamchandani` | [profile](https://github.com/KirtiRamchandani) | no | NONE | 3143d | `2026-06-13T17:53:25Z` | 6 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
56
  | `kylesayrs` | [profile](https://github.com/kylesayrs) | no | CONTRIBUTOR | 3784d | `2025-07-28T19:40:18Z` | 6 | 0 | mixed | moderate | medium | high recent PR volume; high open PR share |
57
  | `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 660d | `2025-12-04T12:38:46Z` | 6 | 0 | strong | moderate | low | — |
58
- | `sergereview[bot]` | [profile](https://github.com/sergereview[bot]) | no | NONE | ?d | `2026-05-13T06:40:41Z` | 6 | 0 | n/a | n/a | n/a | summary unavailable |
59
  | `XciD` | [profile](https://github.com/XciD) | no | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 6 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
60
  | `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 5 | 5 | strong | moderate | low | high recent PR volume |
61
  | `sharmax-vikas` | [profile](https://github.com/sharmax-vikas) | no | CONTRIBUTOR | 702d | `2026-06-18T18:50:23Z` | 5 | 5 | weak | low | low | high open PR share; targets high-star repos |
@@ -252,7 +252,6 @@
252
  | `GANESH-NADKARNI` | [profile](https://github.com/GANESH-NADKARNI) | no | NONE | 631d | `2026-05-06T16:10:59Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
253
  | `gmrnlg1971` | [profile](https://github.com/gmrnlg1971) | no | NONE | 19d | `2026-06-20T18:21:51Z` | 1 | 0 | weak | high | high | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
254
  | `goanpeca` | [profile](https://github.com/goanpeca) | no | NONE | 4866d | `2026-06-17T03:02:47Z` | 1 | 0 | strong | very high | medium | extremely high recent PR volume; very broad repo spread |
255
- | `GopalGB` | [profile](https://github.com/GopalGB) | no | NONE | 2136d | `2026-04-30T04:04:10Z` | 1 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
256
  | `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
257
  | `HamzaDogann` | [profile](https://github.com/HamzaDogann) | no | NONE | 1672d | `2026-05-21T15:32:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
258
  | `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
@@ -307,7 +306,6 @@
307
  | `onuralpszr` | [profile](https://github.com/onuralpszr) | no | CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
308
  | `petecao` | [profile](https://github.com/petecao) | no | CONTRIBUTOR | 2982d | `2026-05-25T19:01:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
309
  | `PINKIIILQWQ` | [profile](https://github.com/PINKIIILQWQ) | no | NONE | 333d | `2026-06-16T20:11:32Z` | 1 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
310
- | `pritishyuvraj` | [profile](https://github.com/pritishyuvraj) | no | FIRST_TIME_CONTRIBUTOR | 3913d | `2026-04-30T04:36:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
311
  | `professoralbay` | [profile](https://github.com/professoralbay) | no | FIRST_TIMER | 780d | `2026-06-03T20:51:18Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
312
  | `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 |
313
  | `Pruthvi226` | [profile](https://github.com/Pruthvi226) | no | FIRST_TIME_CONTRIBUTOR | 657d | `2026-06-26T13:43:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -354,11 +352,10 @@
354
  | `TuringTux` | [profile](https://github.com/TuringTux) | no | CONTRIBUTOR | 2477d | `2026-05-06T16:55:33Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
355
  | `Vanshajrawat` | [profile](https://github.com/Vanshajrawat) | no | NONE | 1600d | `2026-05-30T19:38:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
356
  | `W-Akrabi` | [profile](https://github.com/W-Akrabi) | no | NONE | 1346d | `2026-06-07T22:07:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
357
- | `w-Jessamine` | [profile](https://github.com/w-Jessamine) | yes | FIRST_TIME_CONTRIBUTOR | 980d | `2026-06-28T20:34:00Z` | 1 | 0 | weak | moderate | low | high open PR share |
358
  | `wangyi7099` | [profile](https://github.com/wangyi7099) | no | FIRST_TIME_CONTRIBUTOR | 3473d | `2026-06-11T00:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
359
  | `xodn348` | [profile](https://github.com/xodn348) | no | NONE | 2352d | `2026-05-01T07:27:40Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
360
  | `Yeuvoir` | [profile](https://github.com/Yeuvoir) | no | NONE | 639d | `2026-05-13T05:45:38Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
361
- | `yileld` | [profile](https://github.com/yileld) | no | FIRST_TIME_CONTRIBUTOR | 3958d | `2026-04-30T02:17:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
362
  | `Yooniel` | [profile](https://github.com/Yooniel) | no | CONTRIBUTOR | 2080d | `2026-05-21T15:59:30Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
363
  | `YousefZahran1` | [profile](https://github.com/YousefZahran1) | no | NONE | 870d | `2026-05-07T16:00:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
364
  | `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
@@ -396,12 +393,12 @@ Example artifacts:
396
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
397
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
398
  - repo first seen: `2025-03-19T10:58:02Z`
399
- - repo last seen: `2026-06-26T12:06:34Z`
400
  - first seen in snapshot: **no**
401
  - repo association: **MEMBER**
402
- - repo primary artifacts: **108**
403
- - snapshot authored PRs/issues: **108 PRs / 0 issues**
404
- - snapshot discussion activity: **262 comments / 368 reviews / 553 review comments**
405
  - account age: **2036 days**
406
  - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
407
  - public orgs: `huggingface`
@@ -409,9 +406,9 @@ Example artifacts:
409
  - heuristic read: **high recent PR volume; targets high-star repos**
410
 
411
  Example artifacts:
 
412
  - [PR #46914: Fix flash attention with StaticCache](https://github.com/huggingface/transformers/pull/46914) — closed, merged
413
- - [PR #46876: Fix auto-mappings registration for remote code & fixes a few custom code issues](https://github.com/huggingface/transformers/pull/46876) — open
414
- - [PR #46862: Rework some old cache getters/properties](https://github.com/huggingface/transformers/pull/46862) — closed, merged
415
 
416
  ### `kaixuanliu`
417
 
@@ -519,12 +516,12 @@ Example artifacts:
519
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
520
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
521
  - repo first seen: `2023-02-24T14:13:29Z`
522
- - repo last seen: `2026-06-26T07:59:45Z`
523
  - first seen in snapshot: **no**
524
  - repo association: **MEMBER**
525
  - repo primary artifacts: **73**
526
  - snapshot authored PRs/issues: **70 PRs / 3 issues**
527
- - snapshot discussion activity: **203 comments / 738 reviews / 1472 review comments**
528
  - account age: **2590 days**
529
  - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
530
  - public orgs: none visible
@@ -715,11 +712,11 @@ Example artifacts:
715
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
716
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
717
  - repo first seen: `2024-03-21T04:37:45Z`
718
- - repo last seen: `2026-06-24T08:52:14Z`
719
  - first seen in snapshot: **no**
720
  - repo association: **CONTRIBUTOR**
721
- - repo primary artifacts: **36**
722
- - snapshot authored PRs/issues: **32 PRs / 4 issues**
723
  - snapshot discussion activity: **63 comments / 45 reviews / 45 review comments**
724
  - account age: **1396 days**
725
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
@@ -728,9 +725,9 @@ Example artifacts:
728
  - heuristic read: **high recent PR volume**
729
 
730
  Example artifacts:
 
731
  - [PR #46864: Fix continuous batching for composite / multimodal configs](https://github.com/huggingface/transformers/pull/46864) — closed
732
  - [PR #46860: Fix Evolla eager attention for the GQA text decoder](https://github.com/huggingface/transformers/pull/46860) — closed, merged
733
- - [PR #46854: Fix `BlockMask` crash in CTRL flex-attention generation](https://github.com/huggingface/transformers/pull/46854) — open
734
  - [Issue #44458: Mllama compile failed after new attn mask](https://github.com/huggingface/transformers/issues/44458) — closed
735
  - [Issue #43725: Quantization model behavior changed](https://github.com/huggingface/transformers/issues/43725) — closed
736
  - [Issue #42994: quantized model saving failed](https://github.com/huggingface/transformers/issues/42994) — closed
@@ -1253,6 +1250,30 @@ Example artifacts:
1253
  - [PR #46113: clip_grad_norm avoid O(global_params) replication](https://github.com/huggingface/transformers/pull/46113) — open
1254
  - [PR #45994: Trainer.compute_loss: fix loss over-counting under TP and EP-as-TP](https://github.com/huggingface/transformers/pull/45994) — closed, merged
1255
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1256
  ### `Charly21r`
1257
 
1258
  - profile: [github.com/Charly21r](https://github.com/Charly21r)
@@ -1464,30 +1485,6 @@ Example artifacts:
1464
  - [PR #46538: fix(peft): correct typo in flattening operation error messages](https://github.com/huggingface/transformers/pull/46538) — closed
1465
  - [PR #46537: Fix/peft flattening typo](https://github.com/huggingface/transformers/pull/46537) — closed
1466
 
1467
- ### `sergereview[bot]`
1468
-
1469
- - profile: [github.com/sergereview[bot]](https://github.com/sergereview[bot])
1470
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asergereview%5Bbot%5D)
1471
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asergereview%5Bbot%5D)
1472
- - repo first seen: `2026-05-13T06:40:41Z`
1473
- - repo last seen: `2026-06-28T00:38:33Z`
1474
- - first seen in snapshot: **no**
1475
- - repo association: **NONE**
1476
- - repo primary artifacts: **6**
1477
- - snapshot authored PRs/issues: **6 PRs / 0 issues**
1478
- - snapshot discussion activity: **0 comments / 5 reviews / 10 review comments**
1479
- - account age: **? days**
1480
- - recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
1481
- - public orgs: none visible
1482
- - compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
1483
- - heuristic read: **summary unavailable**
1484
- - enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'sergereview[bot]'."}]`
1485
-
1486
- Example artifacts:
1487
- - [PR #46941: [serge] Fix 12 integration tests for model `dac` failing with `output_mismatch` (tensor values differ (6), other (6))](https://github.com/huggingface/transformers/pull/46941) — open
1488
- - [PR #46928: [serge] Fix 8 integration tests for model `blip_2` failing with `other` (other (8))](https://github.com/huggingface/transformers/pull/46928) — open
1489
- - [PR #46927: [serge] Fix 12 integration tests for model `glm46v` failing with `other` (other (12))](https://github.com/huggingface/transformers/pull/46927) — open
1490
-
1491
  ### `XciD`
1492
 
1493
  - profile: [github.com/XciD](https://github.com/XciD)
@@ -2496,7 +2493,7 @@ Example artifacts:
2496
  Example artifacts:
2497
  - [PR #46651: Fix non-idempotent revert_weight_conversion corrupting trust_remote_code saves](https://github.com/huggingface/transformers/pull/46651) — closed
2498
  - [PR #46277: 🚨 Fix float16 overflow in Gemma4 vision pooler](https://github.com/huggingface/transformers/pull/46277) — closed, merged
2499
- - [Issue #46650: `save_pretrained` corrupts keys (`encoder.encoder.*`) for trust_remote_code / from_config models via non-idempotent reverse rename](https://github.com/huggingface/transformers/issues/46650) — open
2500
 
2501
  ### `J3r3myPerera`
2502
 
@@ -5849,27 +5846,6 @@ Example artifacts:
5849
  Example artifacts:
5850
  - [PR #46702: Docs: load weights from S3-compatible object storage (Backblaze B2)](https://github.com/huggingface/transformers/pull/46702) — closed, draft
5851
 
5852
- ### `GopalGB`
5853
-
5854
- - profile: [github.com/GopalGB](https://github.com/GopalGB)
5855
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AGopalGB)
5856
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AGopalGB)
5857
- - repo first seen: `2026-04-30T04:04:10Z`
5858
- - repo last seen: `2026-04-30T16:01:05Z`
5859
- - first seen in snapshot: **no**
5860
- - repo association: **NONE**
5861
- - repo primary artifacts: **1**
5862
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
5863
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
5864
- - account age: **2136 days**
5865
- - recent public PR activity: **59 PRs** (6 merged / 27 closed-unmerged / 26 open; merged rate **10%**, closed-unmerged rate **46%**, open rate **44%**)
5866
- - public orgs: none visible
5867
- - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
5868
- - heuristic read: **high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
5869
-
5870
- Example artifacts:
5871
- - [PR #45708: fix(pytorch_utils): per-instance lru_cache to fix RT-DETR memory leak](https://github.com/huggingface/transformers/pull/45708) — closed
5872
-
5873
  ### `guinik`
5874
 
5875
  - profile: [github.com/guinik](https://github.com/guinik)
@@ -7004,27 +6980,6 @@ Example artifacts:
7004
  Example artifacts:
7005
  - [PR #46699: fix(sdpa): add MPS workarounds for bidirectional attention and value head dim bugs](https://github.com/huggingface/transformers/pull/46699) — closed
7006
 
7007
- ### `pritishyuvraj`
7008
-
7009
- - profile: [github.com/pritishyuvraj](https://github.com/pritishyuvraj)
7010
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apritishyuvraj)
7011
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apritishyuvraj)
7012
- - repo first seen: `2026-04-30T04:36:04Z`
7013
- - repo last seen: `2026-04-30T04:36:04Z`
7014
- - first seen in snapshot: **no**
7015
- - repo association: **FIRST_TIME_CONTRIBUTOR**
7016
- - repo primary artifacts: **1**
7017
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
7018
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7019
- - account age: **3913 days**
7020
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
7021
- - public orgs: none visible
7022
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
7023
- - heuristic read: **high open PR share; targets high-star repos**
7024
-
7025
- Example artifacts:
7026
- - [PR #45709: Added SWA and Linear Attention to Llama3.2-1b](https://github.com/huggingface/transformers/pull/45709) — open
7027
-
7028
  ### `professoralbay`
7029
 
7030
  - profile: [github.com/professoralbay](https://github.com/professoralbay)
@@ -7998,7 +7953,7 @@ Example artifacts:
7998
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aw-Jessamine)
7999
  - repo first seen: `2026-06-28T20:34:00Z`
8000
  - repo last seen: `2026-06-28T20:34:00Z`
8001
- - first seen in snapshot: **yes**
8002
  - repo association: **FIRST_TIME_CONTRIBUTOR**
8003
  - repo primary artifacts: **1**
8004
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -8075,27 +8030,6 @@ Example artifacts:
8075
  Example artifacts:
8076
  - [PR #45931: Add TurboQuant KV cache backend](https://github.com/huggingface/transformers/pull/45931) — closed
8077
 
8078
- ### `yileld`
8079
-
8080
- - profile: [github.com/yileld](https://github.com/yileld)
8081
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ayileld)
8082
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayileld)
8083
- - repo first seen: `2026-04-30T02:17:34Z`
8084
- - repo last seen: `2026-04-30T02:17:34Z`
8085
- - first seen in snapshot: **no**
8086
- - repo association: **FIRST_TIME_CONTRIBUTOR**
8087
- - repo primary artifacts: **1**
8088
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
8089
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
8090
- - account age: **3958 days**
8091
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
8092
- - public orgs: none visible
8093
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
8094
- - heuristic read: **high open PR share; targets high-star repos**
8095
-
8096
- Example artifacts:
8097
- - [PR #45707: Fix padding calculation in new_conv_state assignment](https://github.com/huggingface/transformers/pull/45707) — open
8098
-
8099
  ### `Yooniel`
8100
 
8101
  - profile: [github.com/Yooniel](https://github.com/Yooniel)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260629T060016Z`
4
+ - Generated: `2026-06-29T06:01:11Z`
5
  - Activity window: `60d`
6
+ - Contributors: `352`
7
 
8
  ## Summary
9
 
10
  | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
11
  | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
12
  | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-02-05T12:51:57Z` | 130 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
13
+ | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 109 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
14
  | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 99 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
15
  | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 99 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
16
  | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 97 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 
23
  | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 40 | 1 | strong | moderate | low | targets high-star repos |
24
  | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 37 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
25
  | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 35 | 20 | strong | low | low | targets high-star repos |
26
+ | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 33 | 4 | strong | moderate | low | high recent PR volume |
27
  | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
28
  | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3752d | `2025-08-10T08:43:09Z` | 30 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
29
  | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 30 | 0 | strong | low | low | targets high-star repos |
 
46
  | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 10 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
47
  | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 97d | `2026-02-18T23:07:23Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread |
48
  | `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
49
+ | `sergereview[bot]` | [profile](https://github.com/sergereview[bot]) | no | NONE | ?d | `2026-05-13T06:40:41Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
50
  | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 8 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
51
  | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 8 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
52
  | `Incheonkirin` | [profile](https://github.com/Incheonkirin) | no | CONTRIBUTOR | 2854d | `2026-06-09T11:35:01Z` | 7 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 
56
  | `KirtiRamchandani` | [profile](https://github.com/KirtiRamchandani) | no | NONE | 3143d | `2026-06-13T17:53:25Z` | 6 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
57
  | `kylesayrs` | [profile](https://github.com/kylesayrs) | no | CONTRIBUTOR | 3784d | `2025-07-28T19:40:18Z` | 6 | 0 | mixed | moderate | medium | high recent PR volume; high open PR share |
58
  | `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 660d | `2025-12-04T12:38:46Z` | 6 | 0 | strong | moderate | low | — |
 
59
  | `XciD` | [profile](https://github.com/XciD) | no | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 6 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
60
  | `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 5 | 5 | strong | moderate | low | high recent PR volume |
61
  | `sharmax-vikas` | [profile](https://github.com/sharmax-vikas) | no | CONTRIBUTOR | 702d | `2026-06-18T18:50:23Z` | 5 | 5 | weak | low | low | high open PR share; targets high-star repos |
 
252
  | `GANESH-NADKARNI` | [profile](https://github.com/GANESH-NADKARNI) | no | NONE | 631d | `2026-05-06T16:10:59Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
253
  | `gmrnlg1971` | [profile](https://github.com/gmrnlg1971) | no | NONE | 19d | `2026-06-20T18:21:51Z` | 1 | 0 | weak | high | high | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
254
  | `goanpeca` | [profile](https://github.com/goanpeca) | no | NONE | 4866d | `2026-06-17T03:02:47Z` | 1 | 0 | strong | very high | medium | extremely high recent PR volume; very broad repo spread |
 
255
  | `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
256
  | `HamzaDogann` | [profile](https://github.com/HamzaDogann) | no | NONE | 1672d | `2026-05-21T15:32:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
257
  | `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
 
306
  | `onuralpszr` | [profile](https://github.com/onuralpszr) | no | CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
307
  | `petecao` | [profile](https://github.com/petecao) | no | CONTRIBUTOR | 2982d | `2026-05-25T19:01:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
308
  | `PINKIIILQWQ` | [profile](https://github.com/PINKIIILQWQ) | no | NONE | 333d | `2026-06-16T20:11:32Z` | 1 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
309
  | `professoralbay` | [profile](https://github.com/professoralbay) | no | FIRST_TIMER | 780d | `2026-06-03T20:51:18Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
310
  | `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 |
311
  | `Pruthvi226` | [profile](https://github.com/Pruthvi226) | no | FIRST_TIME_CONTRIBUTOR | 657d | `2026-06-26T13:43:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
352
  | `TuringTux` | [profile](https://github.com/TuringTux) | no | CONTRIBUTOR | 2477d | `2026-05-06T16:55:33Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
353
  | `Vanshajrawat` | [profile](https://github.com/Vanshajrawat) | no | NONE | 1600d | `2026-05-30T19:38:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
354
  | `W-Akrabi` | [profile](https://github.com/W-Akrabi) | no | NONE | 1346d | `2026-06-07T22:07:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
355
+ | `w-Jessamine` | [profile](https://github.com/w-Jessamine) | no | FIRST_TIME_CONTRIBUTOR | 980d | `2026-06-28T20:34:00Z` | 1 | 0 | weak | moderate | low | high open PR share |
356
  | `wangyi7099` | [profile](https://github.com/wangyi7099) | no | FIRST_TIME_CONTRIBUTOR | 3473d | `2026-06-11T00:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
357
  | `xodn348` | [profile](https://github.com/xodn348) | no | NONE | 2352d | `2026-05-01T07:27:40Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
358
  | `Yeuvoir` | [profile](https://github.com/Yeuvoir) | no | NONE | 639d | `2026-05-13T05:45:38Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 
359
  | `Yooniel` | [profile](https://github.com/Yooniel) | no | CONTRIBUTOR | 2080d | `2026-05-21T15:59:30Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
360
  | `YousefZahran1` | [profile](https://github.com/YousefZahran1) | no | NONE | 870d | `2026-05-07T16:00:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
361
  | `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 
393
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
394
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
395
  - repo first seen: `2025-03-19T10:58:02Z`
396
+ - repo last seen: `2026-06-29T05:17:34Z`
397
  - first seen in snapshot: **no**
398
  - repo association: **MEMBER**
399
+ - repo primary artifacts: **109**
400
+ - snapshot authored PRs/issues: **109 PRs / 0 issues**
401
+ - snapshot discussion activity: **263 comments / 370 reviews / 554 review comments**
402
  - account age: **2036 days**
403
  - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
404
  - public orgs: `huggingface`
 
406
  - heuristic read: **high recent PR volume; targets high-star repos**
407
 
408
  Example artifacts:
409
+ - [PR #46953: Remove default dtype in FusedRMSNormGated modules](https://github.com/huggingface/transformers/pull/46953) — open
410
  - [PR #46914: Fix flash attention with StaticCache](https://github.com/huggingface/transformers/pull/46914) — closed, merged
411
+ - [PR #46876: Fix auto-mappings registration for remote code & fixes a few custom code issues](https://github.com/huggingface/transformers/pull/46876) — closed, merged
 
412
 
413
  ### `kaixuanliu`
414
 
 
516
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
517
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
518
  - repo first seen: `2023-02-24T14:13:29Z`
519
+ - repo last seen: `2026-06-29T05:48:55Z`
520
  - first seen in snapshot: **no**
521
  - repo association: **MEMBER**
522
  - repo primary artifacts: **73**
523
  - snapshot authored PRs/issues: **70 PRs / 3 issues**
524
+ - snapshot discussion activity: **203 comments / 740 reviews / 1478 review comments**
525
  - account age: **2590 days**
526
  - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
527
  - public orgs: none visible
 
712
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
713
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
714
  - repo first seen: `2024-03-21T04:37:45Z`
715
+ - repo last seen: `2026-06-29T03:18:10Z`
716
  - first seen in snapshot: **no**
717
  - repo association: **CONTRIBUTOR**
718
+ - repo primary artifacts: **37**
719
+ - snapshot authored PRs/issues: **33 PRs / 4 issues**
720
  - snapshot discussion activity: **63 comments / 45 reviews / 45 review comments**
721
  - account age: **1396 days**
722
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 
725
  - heuristic read: **high recent PR volume**
726
 
727
  Example artifacts:
728
+ - [PR #46952: Fix shape mismatch in KyutaiSpeechToText `generate()` last window](https://github.com/huggingface/transformers/pull/46952) — open, draft
729
  - [PR #46864: Fix continuous batching for composite / multimodal configs](https://github.com/huggingface/transformers/pull/46864) — closed
730
  - [PR #46860: Fix Evolla eager attention for the GQA text decoder](https://github.com/huggingface/transformers/pull/46860) — closed, merged
 
731
  - [Issue #44458: Mllama compile failed after new attn mask](https://github.com/huggingface/transformers/issues/44458) — closed
732
  - [Issue #43725: Quantization model behavior changed](https://github.com/huggingface/transformers/issues/43725) — closed
733
  - [Issue #42994: quantized model saving failed](https://github.com/huggingface/transformers/issues/42994) — closed
 
1250
  - [PR #46113: clip_grad_norm avoid O(global_params) replication](https://github.com/huggingface/transformers/pull/46113) — open
1251
  - [PR #45994: Trainer.compute_loss: fix loss over-counting under TP and EP-as-TP](https://github.com/huggingface/transformers/pull/45994) — closed, merged
1252
 
1253
+ ### `sergereview[bot]`
1254
+
1255
+ - profile: [github.com/sergereview[bot]](https://github.com/sergereview[bot])
1256
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asergereview%5Bbot%5D)
1257
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asergereview%5Bbot%5D)
1258
+ - repo first seen: `2026-05-13T06:40:41Z`
1259
+ - repo last seen: `2026-06-29T00:45:00Z`
1260
+ - first seen in snapshot: **no**
1261
+ - repo association: **NONE**
1262
+ - repo primary artifacts: **9**
1263
+ - snapshot authored PRs/issues: **9 PRs / 0 issues**
1264
+ - snapshot discussion activity: **0 comments / 5 reviews / 10 review comments**
1265
+ - account age: **? days**
1266
+ - recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
1267
+ - public orgs: none visible
1268
+ - compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
1269
+ - heuristic read: **summary unavailable**
1270
+ - enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'sergereview[bot]'."}]`
1271
+
1272
+ Example artifacts:
1273
+ - [PR #46951: [serge] Fix 8 integration tests for model `peft_integration` failing with `other` (other (8))](https://github.com/huggingface/transformers/pull/46951) — open
1274
+ - [PR #46950: [serge] Fix 8 integration tests for model `mamba2` failing with `OOM` (other (8))](https://github.com/huggingface/transformers/pull/46950) — open
1275
+ - [PR #46949: [serge] Fix 22 integration tests for model `whisper` failing with `other` (other (20), shape/size mismatch (2))](https://github.com/huggingface/transformers/pull/46949) — open
1276
+
1277
  ### `Charly21r`
1278
 
1279
  - profile: [github.com/Charly21r](https://github.com/Charly21r)
 
1485
  - [PR #46538: fix(peft): correct typo in flattening operation error messages](https://github.com/huggingface/transformers/pull/46538) — closed
1486
  - [PR #46537: Fix/peft flattening typo](https://github.com/huggingface/transformers/pull/46537) — closed
1487
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1488
  ### `XciD`
1489
 
1490
  - profile: [github.com/XciD](https://github.com/XciD)
 
2493
  Example artifacts:
2494
  - [PR #46651: Fix non-idempotent revert_weight_conversion corrupting trust_remote_code saves](https://github.com/huggingface/transformers/pull/46651) — closed
2495
  - [PR #46277: 🚨 Fix float16 overflow in Gemma4 vision pooler](https://github.com/huggingface/transformers/pull/46277) — closed, merged
2496
+ - [Issue #46650: `save_pretrained` corrupts keys (`encoder.encoder.*`) for trust_remote_code / from_config models via non-idempotent reverse rename](https://github.com/huggingface/transformers/issues/46650) — closed
2497
 
2498
  ### `J3r3myPerera`
2499
 
 
5846
  Example artifacts:
5847
  - [PR #46702: Docs: load weights from S3-compatible object storage (Backblaze B2)](https://github.com/huggingface/transformers/pull/46702) — closed, draft
5848
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5849
  ### `guinik`
5850
 
5851
  - profile: [github.com/guinik](https://github.com/guinik)
 
6980
  Example artifacts:
6981
  - [PR #46699: fix(sdpa): add MPS workarounds for bidirectional attention and value head dim bugs](https://github.com/huggingface/transformers/pull/46699) — closed
6982
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6983
  ### `professoralbay`
6984
 
6985
  - profile: [github.com/professoralbay](https://github.com/professoralbay)
 
7953
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aw-Jessamine)
7954
  - repo first seen: `2026-06-28T20:34:00Z`
7955
  - repo last seen: `2026-06-28T20:34:00Z`
7956
+ - first seen in snapshot: **no**
7957
  - repo association: **FIRST_TIME_CONTRIBUTOR**
7958
  - repo primary artifacts: **1**
7959
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
8030
  Example artifacts:
8031
  - [PR #45931: Add TurboQuant KV cache backend](https://github.com/huggingface/transformers/pull/45931) — closed
8032
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8033
  ### `Yooniel`
8034
 
8035
  - profile: [github.com/Yooniel](https://github.com/Yooniel)
new_contributors.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b032175868a1f4b626d5bb66fb1c6dbeb86a04ee1d236147182ded02f58f4352
3
- size 64231
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:562c0a36c065b37b6a91722db8c01f19b81ccae83311b4ab6dab0590c704f4c1
3
+ size 63737
pr-scope-clusters.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "repo": "huggingface/transformers",
3
- "snapshot_id": "20260629T000014Z",
4
- "generated_at": "2026-06-29T00:00:42Z",
5
  "cluster_count": 82,
6
  "pr_scope_clusters": [
7
  {
@@ -81,7 +81,7 @@
81
  "left_pr_number": 43651,
82
  "right_pr_number": 45067,
83
  "similarity": 0.512,
84
- "content_similarity": 0.363,
85
  "size_similarity": 0.72,
86
  "breadth_similarity": 1.0,
87
  "concentration_similarity": 1.0,
@@ -145,7 +145,7 @@
145
  "left_pr_number": 43636,
146
  "right_pr_number": 43663,
147
  "similarity": 0.461,
148
- "content_similarity": 0.349,
149
  "size_similarity": 0.44,
150
  "breadth_similarity": 1.0,
151
  "concentration_similarity": 1.0,
@@ -161,7 +161,7 @@
161
  "left_pr_number": 43663,
162
  "right_pr_number": 44660,
163
  "similarity": 0.46,
164
- "content_similarity": 0.391,
165
  "size_similarity": 0.24,
166
  "breadth_similarity": 1.0,
167
  "concentration_similarity": 1.0,
@@ -273,7 +273,7 @@
273
  "left_pr_number": 44189,
274
  "right_pr_number": 44257,
275
  "similarity": 0.429,
276
- "content_similarity": 0.255,
277
  "size_similarity": 0.667,
278
  "breadth_similarity": 1.0,
279
  "concentration_similarity": 1.0,
@@ -336,7 +336,7 @@
336
  {
337
  "left_pr_number": 43651,
338
  "right_pr_number": 44660,
339
- "similarity": 0.415,
340
  "content_similarity": 0.308,
341
  "size_similarity": 0.333,
342
  "breadth_similarity": 1.0,
@@ -688,7 +688,7 @@
688
  {
689
  "left_pr_number": 44257,
690
  "right_pr_number": 45273,
691
- "similarity": 0.333,
692
  "content_similarity": 0.191,
693
  "size_similarity": 0.333,
694
  "breadth_similarity": 1.0,
@@ -1459,7 +1459,7 @@
1459
  "left_pr_number": 44543,
1460
  "right_pr_number": 45422,
1461
  "similarity": 0.483,
1462
- "content_similarity": 0.454,
1463
  "size_similarity": 0.331,
1464
  "breadth_similarity": 0.75,
1465
  "concentration_similarity": 0.802,
@@ -1842,7 +1842,7 @@
1842
  "left_pr_number": 44974,
1843
  "right_pr_number": 45635,
1844
  "similarity": 0.716,
1845
- "content_similarity": 0.716,
1846
  "size_similarity": 0.59,
1847
  "breadth_similarity": 0.8,
1848
  "concentration_similarity": 0.929,
@@ -1861,7 +1861,7 @@
1861
  "left_pr_number": 45635,
1862
  "right_pr_number": 45996,
1863
  "similarity": 0.652,
1864
- "content_similarity": 0.599,
1865
  "size_similarity": 0.714,
1866
  "breadth_similarity": 0.875,
1867
  "concentration_similarity": 0.758,
@@ -1880,7 +1880,7 @@
1880
  "left_pr_number": 44974,
1881
  "right_pr_number": 45996,
1882
  "similarity": 0.583,
1883
- "content_similarity": 0.555,
1884
  "size_similarity": 0.422,
1885
  "breadth_similarity": 0.9,
1886
  "concentration_similarity": 0.829,
@@ -1936,8 +1936,8 @@
1936
  {
1937
  "left_pr_number": 44974,
1938
  "right_pr_number": 45421,
1939
- "similarity": 0.42,
1940
- "content_similarity": 0.3,
1941
  "size_similarity": 0.735,
1942
  "breadth_similarity": 0.667,
1943
  "concentration_similarity": 0.657,
@@ -1953,7 +1953,7 @@
1953
  {
1954
  "left_pr_number": 45635,
1955
  "right_pr_number": 46717,
1956
- "similarity": 0.418,
1957
  "content_similarity": 0.338,
1958
  "size_similarity": 0.375,
1959
  "breadth_similarity": 0.875,
@@ -2170,7 +2170,7 @@
2170
  {
2171
  "left_pr_number": 45438,
2172
  "right_pr_number": 46642,
2173
- "similarity": 0.408,
2174
  "content_similarity": 0.29,
2175
  "size_similarity": 0.759,
2176
  "breadth_similarity": 0.65,
@@ -2278,8 +2278,8 @@
2278
  45513,
2279
  45707,
2280
  46148,
2281
- 46817,
2282
- 46831
2283
  ],
2284
  "representative_pr_number": 46831,
2285
  "average_similarity": 0.364,
@@ -2328,8 +2328,8 @@
2328
  ]
2329
  },
2330
  {
2331
- "left_pr_number": 46817,
2332
- "right_pr_number": 46831,
2333
  "similarity": 0.487,
2334
  "content_similarity": 0.43,
2335
  "size_similarity": 0.4,
@@ -2418,7 +2418,7 @@
2418
  },
2419
  {
2420
  "left_pr_number": 46148,
2421
- "right_pr_number": 46817,
2422
  "similarity": 0.38,
2423
  "content_similarity": 0.329,
2424
  "size_similarity": 0.075,
@@ -2443,7 +2443,7 @@
2443
  },
2444
  {
2445
  "left_pr_number": 45513,
2446
- "right_pr_number": 46817,
2447
  "similarity": 0.35,
2448
  "content_similarity": 0.35,
2449
  "size_similarity": 0.017,
@@ -2469,7 +2469,7 @@
2469
  },
2470
  {
2471
  "left_pr_number": 45707,
2472
- "right_pr_number": 46817,
2473
  "similarity": 0.347,
2474
  "content_similarity": 0.37,
2475
  "size_similarity": 0.333,
@@ -2690,144 +2690,6 @@
2690
  }
2691
  ]
2692
  },
2693
- {
2694
- "cluster_id": "pr-scope-44940-4",
2695
- "pr_numbers": [
2696
- 44940,
2697
- 46207,
2698
- 46876,
2699
- 46890
2700
- ],
2701
- "representative_pr_number": 46207,
2702
- "average_similarity": 0.533,
2703
- "summary": "4 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46207.",
2704
- "shared_filenames": [
2705
- "tests/utils/test_modeling_utils.py",
2706
- "src/transformers/modeling_utils.py"
2707
- ],
2708
- "shared_directories": [
2709
- "tests/utils",
2710
- "src/transformers",
2711
- "tests",
2712
- "src"
2713
- ],
2714
- "pairwise": [
2715
- {
2716
- "left_pr_number": 46207,
2717
- "right_pr_number": 46876,
2718
- "similarity": 0.608,
2719
- "content_similarity": 0.576,
2720
- "size_similarity": 0.662,
2721
- "breadth_similarity": 0.583,
2722
- "concentration_similarity": 0.945,
2723
- "shared_filenames": [
2724
- "src/transformers/modeling_utils.py",
2725
- "tests/utils/test_modeling_utils.py"
2726
- ],
2727
- "shared_directories": [
2728
- "src/transformers",
2729
- "tests/utils",
2730
- "src",
2731
- "tests"
2732
- ]
2733
- },
2734
- {
2735
- "left_pr_number": 46207,
2736
- "right_pr_number": 46890,
2737
- "similarity": 0.569,
2738
- "content_similarity": 0.504,
2739
- "size_similarity": 0.5,
2740
- "breadth_similarity": 1.0,
2741
- "concentration_similarity": 0.827,
2742
- "shared_filenames": [
2743
- "src/transformers/modeling_utils.py",
2744
- "tests/utils/test_modeling_utils.py"
2745
- ],
2746
- "shared_directories": [
2747
- "src/transformers",
2748
- "tests/utils",
2749
- "src",
2750
- "tests"
2751
- ]
2752
- },
2753
- {
2754
- "left_pr_number": 44940,
2755
- "right_pr_number": 46876,
2756
- "similarity": 0.547,
2757
- "content_similarity": 0.41,
2758
- "size_similarity": 1.0,
2759
- "breadth_similarity": 0.708,
2760
- "concentration_similarity": 0.784,
2761
- "shared_filenames": [
2762
- "src/transformers/modeling_utils.py",
2763
- "tests/utils/test_modeling_utils.py"
2764
- ],
2765
- "shared_directories": [
2766
- "src/transformers",
2767
- "tests/utils",
2768
- "src",
2769
- "tests"
2770
- ]
2771
- },
2772
- {
2773
- "left_pr_number": 44940,
2774
- "right_pr_number": 46207,
2775
- "similarity": 0.536,
2776
- "content_similarity": 0.445,
2777
- "size_similarity": 0.662,
2778
- "breadth_similarity": 0.833,
2779
- "concentration_similarity": 0.839,
2780
- "shared_filenames": [
2781
- "src/transformers/modeling_utils.py",
2782
- "tests/utils/test_modeling_utils.py"
2783
- ],
2784
- "shared_directories": [
2785
- "src/transformers",
2786
- "tests/utils",
2787
- "src",
2788
- "tests"
2789
- ]
2790
- },
2791
- {
2792
- "left_pr_number": 44940,
2793
- "right_pr_number": 46890,
2794
- "similarity": 0.497,
2795
- "content_similarity": 0.45,
2796
- "size_similarity": 0.331,
2797
- "breadth_similarity": 0.833,
2798
- "concentration_similarity": 0.988,
2799
- "shared_filenames": [
2800
- "src/transformers/modeling_utils.py",
2801
- "tests/utils/test_modeling_utils.py"
2802
- ],
2803
- "shared_directories": [
2804
- "src/transformers",
2805
- "tests/utils",
2806
- "src",
2807
- "tests"
2808
- ]
2809
- },
2810
- {
2811
- "left_pr_number": 46876,
2812
- "right_pr_number": 46890,
2813
- "similarity": 0.439,
2814
- "content_similarity": 0.417,
2815
- "size_similarity": 0.331,
2816
- "breadth_similarity": 0.583,
2817
- "concentration_similarity": 0.772,
2818
- "shared_filenames": [
2819
- "src/transformers/modeling_utils.py",
2820
- "tests/utils/test_modeling_utils.py"
2821
- ],
2822
- "shared_directories": [
2823
- "src/transformers",
2824
- "tests/utils",
2825
- "src",
2826
- "tests"
2827
- ]
2828
- }
2829
- ]
2830
- },
2831
  {
2832
  "cluster_id": "pr-scope-45548-4",
2833
  "pr_numbers": [
@@ -2850,8 +2712,8 @@
2850
  {
2851
  "left_pr_number": 45649,
2852
  "right_pr_number": 46918,
2853
- "similarity": 0.779,
2854
- "content_similarity": 0.81,
2855
  "size_similarity": 0.412,
2856
  "breadth_similarity": 1.0,
2857
  "concentration_similarity": 1.0,
@@ -2866,8 +2728,8 @@
2866
  {
2867
  "left_pr_number": 45548,
2868
  "right_pr_number": 45649,
2869
- "similarity": 0.513,
2870
- "content_similarity": 0.523,
2871
  "size_similarity": 0.149,
2872
  "breadth_similarity": 0.75,
2873
  "concentration_similarity": 1.0,
@@ -2882,8 +2744,8 @@
2882
  {
2883
  "left_pr_number": 45649,
2884
  "right_pr_number": 45655,
2885
- "similarity": 0.51,
2886
- "content_similarity": 0.348,
2887
  "size_similarity": 0.778,
2888
  "breadth_similarity": 1.0,
2889
  "concentration_similarity": 1.0,
@@ -2898,8 +2760,8 @@
2898
  {
2899
  "left_pr_number": 45655,
2900
  "right_pr_number": 46918,
2901
- "similarity": 0.476,
2902
- "content_similarity": 0.352,
2903
  "size_similarity": 0.529,
2904
  "breadth_similarity": 1.0,
2905
  "concentration_similarity": 1.0,
@@ -2914,8 +2776,8 @@
2914
  {
2915
  "left_pr_number": 45548,
2916
  "right_pr_number": 46918,
2917
- "similarity": 0.425,
2918
- "content_similarity": 0.351,
2919
  "size_similarity": 0.362,
2920
  "breadth_similarity": 0.75,
2921
  "concentration_similarity": 1.0,
@@ -2930,8 +2792,8 @@
2930
  {
2931
  "left_pr_number": 45548,
2932
  "right_pr_number": 45655,
2933
- "similarity": 0.352,
2934
- "content_similarity": 0.284,
2935
  "size_similarity": 0.191,
2936
  "breadth_similarity": 0.75,
2937
  "concentration_similarity": 1.0,
@@ -2986,7 +2848,7 @@
2986
  "left_pr_number": 39683,
2987
  "right_pr_number": 45985,
2988
  "similarity": 0.596,
2989
- "content_similarity": 0.497,
2990
  "size_similarity": 0.652,
2991
  "breadth_similarity": 1.0,
2992
  "concentration_similarity": 1.0,
@@ -3512,7 +3374,7 @@
3512
  "left_pr_number": 41441,
3513
  "right_pr_number": 43469,
3514
  "similarity": 0.667,
3515
- "content_similarity": 0.754,
3516
  "size_similarity": 0.35,
3517
  "breadth_similarity": 0.5,
3518
  "concentration_similarity": 0.75,
@@ -3710,6 +3572,86 @@
3710
  }
3711
  ]
3712
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3713
  {
3714
  "cluster_id": "pr-scope-43997-3",
3715
  "pr_numbers": [
@@ -4055,7 +3997,7 @@
4055
  {
4056
  "left_pr_number": 43842,
4057
  "right_pr_number": 44682,
4058
- "similarity": 0.403,
4059
  "content_similarity": 0.445,
4060
  "size_similarity": 0.011,
4061
  "breadth_similarity": 0.5,
@@ -4113,7 +4055,7 @@
4113
  {
4114
  "left_pr_number": 34925,
4115
  "right_pr_number": 46734,
4116
- "similarity": 0.461,
4117
  "content_similarity": 0.443,
4118
  "size_similarity": 0.158,
4119
  "breadth_similarity": 0.833,
@@ -4157,7 +4099,7 @@
4157
  46766
4158
  ],
4159
  "representative_pr_number": 45682,
4160
- "average_similarity": 0.455,
4161
  "summary": "3 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.",
4162
  "shared_filenames": [
4163
  "tests/peft_integration/test_peft_integration.py",
@@ -4174,8 +4116,8 @@
4174
  {
4175
  "left_pr_number": 45682,
4176
  "right_pr_number": 46442,
4177
- "similarity": 0.608,
4178
- "content_similarity": 0.676,
4179
  "size_similarity": 0.435,
4180
  "breadth_similarity": 0.31,
4181
  "concentration_similarity": 0.773,
@@ -4194,8 +4136,8 @@
4194
  {
4195
  "left_pr_number": 45682,
4196
  "right_pr_number": 46766,
4197
- "similarity": 0.477,
4198
- "content_similarity": 0.449,
4199
  "size_similarity": 0.134,
4200
  "breadth_similarity": 1.0,
4201
  "concentration_similarity": 0.849,
@@ -4214,8 +4156,8 @@
4214
  {
4215
  "left_pr_number": 46442,
4216
  "right_pr_number": 46766,
4217
- "similarity": 0.282,
4218
- "content_similarity": 0.28,
4219
  "size_similarity": 0.058,
4220
  "breadth_similarity": 0.31,
4221
  "concentration_similarity": 0.924,
@@ -4570,7 +4512,7 @@
4570
  "left_pr_number": 44407,
4571
  "right_pr_number": 44550,
4572
  "similarity": 0.362,
4573
- "content_similarity": 0.097,
4574
  "size_similarity": 0.957,
4575
  "breadth_similarity": 1.0,
4576
  "concentration_similarity": 1.0,
@@ -4584,7 +4526,7 @@
4584
  {
4585
  "left_pr_number": 33686,
4586
  "right_pr_number": 44407,
4587
- "similarity": 0.352,
4588
  "content_similarity": 0.084,
4589
  "size_similarity": 0.957,
4590
  "breadth_similarity": 1.0,
@@ -5301,7 +5243,7 @@
5301
  "left_pr_number": 43875,
5302
  "right_pr_number": 46781,
5303
  "similarity": 0.635,
5304
- "content_similarity": 0.532,
5305
  "size_similarity": 0.756,
5306
  "breadth_similarity": 1.0,
5307
  "concentration_similarity": 0.971,
@@ -5390,7 +5332,7 @@
5390
  "left_pr_number": 45332,
5391
  "right_pr_number": 45333,
5392
  "similarity": 0.614,
5393
- "content_similarity": 0.652,
5394
  "size_similarity": 0.348,
5395
  "breadth_similarity": 0.594,
5396
  "concentration_similarity": 0.921,
@@ -5481,7 +5423,7 @@
5481
  "left_pr_number": 45638,
5482
  "right_pr_number": 46229,
5483
  "similarity": 0.572,
5484
- "content_similarity": 0.582,
5485
  "size_similarity": 0.612,
5486
  "breadth_similarity": 0.396,
5487
  "concentration_similarity": 0.67,
@@ -6173,7 +6115,7 @@
6173
  "left_pr_number": 32189,
6174
  "right_pr_number": 42655,
6175
  "similarity": 0.461,
6176
- "content_similarity": 0.496,
6177
  "size_similarity": 0.231,
6178
  "breadth_similarity": 0.5,
6179
  "concentration_similarity": 0.568,
@@ -6196,7 +6138,7 @@
6196
  46795
6197
  ],
6198
  "representative_pr_number": 45570,
6199
- "average_similarity": 0.448,
6200
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/whisper/generation_whisper.py`; representative PR #45570.",
6201
  "shared_filenames": [
6202
  "src/transformers/models/whisper/generation_whisper.py"
@@ -6211,8 +6153,8 @@
6211
  {
6212
  "left_pr_number": 45570,
6213
  "right_pr_number": 46795,
6214
- "similarity": 0.448,
6215
- "content_similarity": 0.346,
6216
  "size_similarity": 0.375,
6217
  "breadth_similarity": 1.0,
6218
  "concentration_similarity": 1.0,
@@ -6509,7 +6451,7 @@
6509
  "left_pr_number": 45017,
6510
  "right_pr_number": 46842,
6511
  "similarity": 0.41,
6512
- "content_similarity": 0.356,
6513
  "size_similarity": 0.158,
6514
  "breadth_similarity": 0.9,
6515
  "concentration_similarity": 0.927,
@@ -6595,10 +6537,10 @@
6595
  "src/transformers/models/fast_vlm/modeling_fast_vlm.py",
6596
  "src/transformers/models/fast_vlm/modular_fast_vlm.py",
6597
  "src/transformers/models/fuyu/modeling_fuyu.py",
6598
- "src/transformers/models/glm46v/modeling_glm46v.py",
6599
  "src/transformers/models/got_ocr2/modeling_got_ocr2.py",
6600
  "src/transformers/models/got_ocr2/modular_got_ocr2.py",
6601
- "src/transformers/models/instructblipvideo/modular_instructblipvideo.py"
 
6602
  ],
6603
  "shared_directories": [
6604
  "src/transformers/models/fast_vlm",
@@ -6855,7 +6797,7 @@
6855
  "left_pr_number": 46319,
6856
  "right_pr_number": 46889,
6857
  "similarity": 0.352,
6858
- "content_similarity": 0.079,
6859
  "size_similarity": 0.974,
6860
  "breadth_similarity": 1.0,
6861
  "concentration_similarity": 1.0,
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260629T060016Z",
4
+ "generated_at": "2026-06-29T06:01:09Z",
5
  "cluster_count": 82,
6
  "pr_scope_clusters": [
7
  {
 
81
  "left_pr_number": 43651,
82
  "right_pr_number": 45067,
83
  "similarity": 0.512,
84
+ "content_similarity": 0.364,
85
  "size_similarity": 0.72,
86
  "breadth_similarity": 1.0,
87
  "concentration_similarity": 1.0,
 
145
  "left_pr_number": 43636,
146
  "right_pr_number": 43663,
147
  "similarity": 0.461,
148
+ "content_similarity": 0.35,
149
  "size_similarity": 0.44,
150
  "breadth_similarity": 1.0,
151
  "concentration_similarity": 1.0,
 
161
  "left_pr_number": 43663,
162
  "right_pr_number": 44660,
163
  "similarity": 0.46,
164
+ "content_similarity": 0.392,
165
  "size_similarity": 0.24,
166
  "breadth_similarity": 1.0,
167
  "concentration_similarity": 1.0,
 
273
  "left_pr_number": 44189,
274
  "right_pr_number": 44257,
275
  "similarity": 0.429,
276
+ "content_similarity": 0.256,
277
  "size_similarity": 0.667,
278
  "breadth_similarity": 1.0,
279
  "concentration_similarity": 1.0,
 
336
  {
337
  "left_pr_number": 43651,
338
  "right_pr_number": 44660,
339
+ "similarity": 0.416,
340
  "content_similarity": 0.308,
341
  "size_similarity": 0.333,
342
  "breadth_similarity": 1.0,
 
688
  {
689
  "left_pr_number": 44257,
690
  "right_pr_number": 45273,
691
+ "similarity": 0.334,
692
  "content_similarity": 0.191,
693
  "size_similarity": 0.333,
694
  "breadth_similarity": 1.0,
 
1459
  "left_pr_number": 44543,
1460
  "right_pr_number": 45422,
1461
  "similarity": 0.483,
1462
+ "content_similarity": 0.455,
1463
  "size_similarity": 0.331,
1464
  "breadth_similarity": 0.75,
1465
  "concentration_similarity": 0.802,
 
1842
  "left_pr_number": 44974,
1843
  "right_pr_number": 45635,
1844
  "similarity": 0.716,
1845
+ "content_similarity": 0.715,
1846
  "size_similarity": 0.59,
1847
  "breadth_similarity": 0.8,
1848
  "concentration_similarity": 0.929,
 
1861
  "left_pr_number": 45635,
1862
  "right_pr_number": 45996,
1863
  "similarity": 0.652,
1864
+ "content_similarity": 0.6,
1865
  "size_similarity": 0.714,
1866
  "breadth_similarity": 0.875,
1867
  "concentration_similarity": 0.758,
 
1880
  "left_pr_number": 44974,
1881
  "right_pr_number": 45996,
1882
  "similarity": 0.583,
1883
+ "content_similarity": 0.554,
1884
  "size_similarity": 0.422,
1885
  "breadth_similarity": 0.9,
1886
  "concentration_similarity": 0.829,
 
1936
  {
1937
  "left_pr_number": 44974,
1938
  "right_pr_number": 45421,
1939
+ "similarity": 0.419,
1940
+ "content_similarity": 0.299,
1941
  "size_similarity": 0.735,
1942
  "breadth_similarity": 0.667,
1943
  "concentration_similarity": 0.657,
 
1953
  {
1954
  "left_pr_number": 45635,
1955
  "right_pr_number": 46717,
1956
+ "similarity": 0.419,
1957
  "content_similarity": 0.338,
1958
  "size_similarity": 0.375,
1959
  "breadth_similarity": 0.875,
 
2170
  {
2171
  "left_pr_number": 45438,
2172
  "right_pr_number": 46642,
2173
+ "similarity": 0.409,
2174
  "content_similarity": 0.29,
2175
  "size_similarity": 0.759,
2176
  "breadth_similarity": 0.65,
 
2278
  45513,
2279
  45707,
2280
  46148,
2281
+ 46831,
2282
+ 46953
2283
  ],
2284
  "representative_pr_number": 46831,
2285
  "average_similarity": 0.364,
 
2328
  ]
2329
  },
2330
  {
2331
+ "left_pr_number": 46831,
2332
+ "right_pr_number": 46953,
2333
  "similarity": 0.487,
2334
  "content_similarity": 0.43,
2335
  "size_similarity": 0.4,
 
2418
  },
2419
  {
2420
  "left_pr_number": 46148,
2421
+ "right_pr_number": 46953,
2422
  "similarity": 0.38,
2423
  "content_similarity": 0.329,
2424
  "size_similarity": 0.075,
 
2443
  },
2444
  {
2445
  "left_pr_number": 45513,
2446
+ "right_pr_number": 46953,
2447
  "similarity": 0.35,
2448
  "content_similarity": 0.35,
2449
  "size_similarity": 0.017,
 
2469
  },
2470
  {
2471
  "left_pr_number": 45707,
2472
+ "right_pr_number": 46953,
2473
  "similarity": 0.347,
2474
  "content_similarity": 0.37,
2475
  "size_similarity": 0.333,
 
2690
  }
2691
  ]
2692
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2693
  {
2694
  "cluster_id": "pr-scope-45548-4",
2695
  "pr_numbers": [
 
2712
  {
2713
  "left_pr_number": 45649,
2714
  "right_pr_number": 46918,
2715
+ "similarity": 0.782,
2716
+ "content_similarity": 0.815,
2717
  "size_similarity": 0.412,
2718
  "breadth_similarity": 1.0,
2719
  "concentration_similarity": 1.0,
 
2728
  {
2729
  "left_pr_number": 45548,
2730
  "right_pr_number": 45649,
2731
+ "similarity": 0.512,
2732
+ "content_similarity": 0.521,
2733
  "size_similarity": 0.149,
2734
  "breadth_similarity": 0.75,
2735
  "concentration_similarity": 1.0,
 
2744
  {
2745
  "left_pr_number": 45649,
2746
  "right_pr_number": 45655,
2747
+ "similarity": 0.511,
2748
+ "content_similarity": 0.349,
2749
  "size_similarity": 0.778,
2750
  "breadth_similarity": 1.0,
2751
  "concentration_similarity": 1.0,
 
2760
  {
2761
  "left_pr_number": 45655,
2762
  "right_pr_number": 46918,
2763
+ "similarity": 0.474,
2764
+ "content_similarity": 0.349,
2765
  "size_similarity": 0.529,
2766
  "breadth_similarity": 1.0,
2767
  "concentration_similarity": 1.0,
 
2776
  {
2777
  "left_pr_number": 45548,
2778
  "right_pr_number": 46918,
2779
+ "similarity": 0.423,
2780
+ "content_similarity": 0.348,
2781
  "size_similarity": 0.362,
2782
  "breadth_similarity": 0.75,
2783
  "concentration_similarity": 1.0,
 
2792
  {
2793
  "left_pr_number": 45548,
2794
  "right_pr_number": 45655,
2795
+ "similarity": 0.355,
2796
+ "content_similarity": 0.287,
2797
  "size_similarity": 0.191,
2798
  "breadth_similarity": 0.75,
2799
  "concentration_similarity": 1.0,
 
2848
  "left_pr_number": 39683,
2849
  "right_pr_number": 45985,
2850
  "similarity": 0.596,
2851
+ "content_similarity": 0.498,
2852
  "size_similarity": 0.652,
2853
  "breadth_similarity": 1.0,
2854
  "concentration_similarity": 1.0,
 
3374
  "left_pr_number": 41441,
3375
  "right_pr_number": 43469,
3376
  "similarity": 0.667,
3377
+ "content_similarity": 0.753,
3378
  "size_similarity": 0.35,
3379
  "breadth_similarity": 0.5,
3380
  "concentration_similarity": 0.75,
 
3572
  }
3573
  ]
3574
  },
3575
+ {
3576
+ "cluster_id": "pr-scope-44940-3",
3577
+ "pr_numbers": [
3578
+ 44940,
3579
+ 46207,
3580
+ 46890
3581
+ ],
3582
+ "representative_pr_number": 46207,
3583
+ "average_similarity": 0.539,
3584
+ "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46207.",
3585
+ "shared_filenames": [
3586
+ "tests/utils/test_modeling_utils.py",
3587
+ "src/transformers/modeling_utils.py"
3588
+ ],
3589
+ "shared_directories": [
3590
+ "tests/utils",
3591
+ "src/transformers",
3592
+ "tests",
3593
+ "src"
3594
+ ],
3595
+ "pairwise": [
3596
+ {
3597
+ "left_pr_number": 46207,
3598
+ "right_pr_number": 46890,
3599
+ "similarity": 0.574,
3600
+ "content_similarity": 0.51,
3601
+ "size_similarity": 0.5,
3602
+ "breadth_similarity": 1.0,
3603
+ "concentration_similarity": 0.827,
3604
+ "shared_filenames": [
3605
+ "src/transformers/modeling_utils.py",
3606
+ "tests/utils/test_modeling_utils.py"
3607
+ ],
3608
+ "shared_directories": [
3609
+ "src/transformers",
3610
+ "tests/utils",
3611
+ "src",
3612
+ "tests"
3613
+ ]
3614
+ },
3615
+ {
3616
+ "left_pr_number": 44940,
3617
+ "right_pr_number": 46207,
3618
+ "similarity": 0.541,
3619
+ "content_similarity": 0.451,
3620
+ "size_similarity": 0.662,
3621
+ "breadth_similarity": 0.833,
3622
+ "concentration_similarity": 0.839,
3623
+ "shared_filenames": [
3624
+ "src/transformers/modeling_utils.py",
3625
+ "tests/utils/test_modeling_utils.py"
3626
+ ],
3627
+ "shared_directories": [
3628
+ "src/transformers",
3629
+ "tests/utils",
3630
+ "src",
3631
+ "tests"
3632
+ ]
3633
+ },
3634
+ {
3635
+ "left_pr_number": 44940,
3636
+ "right_pr_number": 46890,
3637
+ "similarity": 0.504,
3638
+ "content_similarity": 0.46,
3639
+ "size_similarity": 0.331,
3640
+ "breadth_similarity": 0.833,
3641
+ "concentration_similarity": 0.988,
3642
+ "shared_filenames": [
3643
+ "src/transformers/modeling_utils.py",
3644
+ "tests/utils/test_modeling_utils.py"
3645
+ ],
3646
+ "shared_directories": [
3647
+ "src/transformers",
3648
+ "tests/utils",
3649
+ "src",
3650
+ "tests"
3651
+ ]
3652
+ }
3653
+ ]
3654
+ },
3655
  {
3656
  "cluster_id": "pr-scope-43997-3",
3657
  "pr_numbers": [
 
3997
  {
3998
  "left_pr_number": 43842,
3999
  "right_pr_number": 44682,
4000
+ "similarity": 0.404,
4001
  "content_similarity": 0.445,
4002
  "size_similarity": 0.011,
4003
  "breadth_similarity": 0.5,
 
4055
  {
4056
  "left_pr_number": 34925,
4057
  "right_pr_number": 46734,
4058
+ "similarity": 0.462,
4059
  "content_similarity": 0.443,
4060
  "size_similarity": 0.158,
4061
  "breadth_similarity": 0.833,
 
4099
  46766
4100
  ],
4101
  "representative_pr_number": 45682,
4102
+ "average_similarity": 0.453,
4103
  "summary": "3 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.",
4104
  "shared_filenames": [
4105
  "tests/peft_integration/test_peft_integration.py",
 
4116
  {
4117
  "left_pr_number": 45682,
4118
  "right_pr_number": 46442,
4119
+ "similarity": 0.603,
4120
+ "content_similarity": 0.669,
4121
  "size_similarity": 0.435,
4122
  "breadth_similarity": 0.31,
4123
  "concentration_similarity": 0.773,
 
4136
  {
4137
  "left_pr_number": 45682,
4138
  "right_pr_number": 46766,
4139
+ "similarity": 0.476,
4140
+ "content_similarity": 0.448,
4141
  "size_similarity": 0.134,
4142
  "breadth_similarity": 1.0,
4143
  "concentration_similarity": 0.849,
 
4156
  {
4157
  "left_pr_number": 46442,
4158
  "right_pr_number": 46766,
4159
+ "similarity": 0.279,
4160
+ "content_similarity": 0.276,
4161
  "size_similarity": 0.058,
4162
  "breadth_similarity": 0.31,
4163
  "concentration_similarity": 0.924,
 
4512
  "left_pr_number": 44407,
4513
  "right_pr_number": 44550,
4514
  "similarity": 0.362,
4515
+ "content_similarity": 0.098,
4516
  "size_similarity": 0.957,
4517
  "breadth_similarity": 1.0,
4518
  "concentration_similarity": 1.0,
 
4526
  {
4527
  "left_pr_number": 33686,
4528
  "right_pr_number": 44407,
4529
+ "similarity": 0.353,
4530
  "content_similarity": 0.084,
4531
  "size_similarity": 0.957,
4532
  "breadth_similarity": 1.0,
 
5243
  "left_pr_number": 43875,
5244
  "right_pr_number": 46781,
5245
  "similarity": 0.635,
5246
+ "content_similarity": 0.533,
5247
  "size_similarity": 0.756,
5248
  "breadth_similarity": 1.0,
5249
  "concentration_similarity": 0.971,
 
5332
  "left_pr_number": 45332,
5333
  "right_pr_number": 45333,
5334
  "similarity": 0.614,
5335
+ "content_similarity": 0.651,
5336
  "size_similarity": 0.348,
5337
  "breadth_similarity": 0.594,
5338
  "concentration_similarity": 0.921,
 
5423
  "left_pr_number": 45638,
5424
  "right_pr_number": 46229,
5425
  "similarity": 0.572,
5426
+ "content_similarity": 0.581,
5427
  "size_similarity": 0.612,
5428
  "breadth_similarity": 0.396,
5429
  "concentration_similarity": 0.67,
 
6115
  "left_pr_number": 32189,
6116
  "right_pr_number": 42655,
6117
  "similarity": 0.461,
6118
+ "content_similarity": 0.497,
6119
  "size_similarity": 0.231,
6120
  "breadth_similarity": 0.5,
6121
  "concentration_similarity": 0.568,
 
6138
  46795
6139
  ],
6140
  "representative_pr_number": 45570,
6141
+ "average_similarity": 0.447,
6142
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/whisper/generation_whisper.py`; representative PR #45570.",
6143
  "shared_filenames": [
6144
  "src/transformers/models/whisper/generation_whisper.py"
 
6153
  {
6154
  "left_pr_number": 45570,
6155
  "right_pr_number": 46795,
6156
+ "similarity": 0.447,
6157
+ "content_similarity": 0.345,
6158
  "size_similarity": 0.375,
6159
  "breadth_similarity": 1.0,
6160
  "concentration_similarity": 1.0,
 
6451
  "left_pr_number": 45017,
6452
  "right_pr_number": 46842,
6453
  "similarity": 0.41,
6454
+ "content_similarity": 0.357,
6455
  "size_similarity": 0.158,
6456
  "breadth_similarity": 0.9,
6457
  "concentration_similarity": 0.927,
 
6537
  "src/transformers/models/fast_vlm/modeling_fast_vlm.py",
6538
  "src/transformers/models/fast_vlm/modular_fast_vlm.py",
6539
  "src/transformers/models/fuyu/modeling_fuyu.py",
 
6540
  "src/transformers/models/got_ocr2/modeling_got_ocr2.py",
6541
  "src/transformers/models/got_ocr2/modular_got_ocr2.py",
6542
+ "src/transformers/models/instructblipvideo/modular_instructblipvideo.py",
6543
+ "src/transformers/models/internvl/modeling_internvl.py"
6544
  ],
6545
  "shared_directories": [
6546
  "src/transformers/models/fast_vlm",
 
6797
  "left_pr_number": 46319,
6798
  "right_pr_number": 46889,
6799
  "similarity": 0.352,
6800
+ "content_similarity": 0.08,
6801
  "size_similarity": 0.974,
6802
  "breadth_similarity": 1.0,
6803
  "concentration_similarity": 1.0,
pr_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:48d4eb38f2a98d3a24c349a110de09561e3b0bb976be19f77529085662aedb2d
3
- size 2228122
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:521603c787c1dde29c096cddf9f25ecdcb1c7ad138e11f6eec451e068c2251a6
3
+ size 2229388
pr_diffs.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:56d18fd7c6b56aeebbbc5a63657f9aae9ab601835c3d91864fde125a0c59fa9b
3
- size 72960285
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:df14b619316110b84a7c66d0bb1ee866782353809a1966bbd9e8bf3636c32df8
3
+ size 72963260
pr_files.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9603e233920eb440a3af5e1d2b67e45405301148714cf5b2e5e9354db20fd8c3
3
- size 54774633
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb6b7d60e33b8901dd6add588cda55c127d19d6fa6dbda838f0cf5021a2bd840
3
+ size 54856113
pull_requests.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fcc777acd3999c6a09f4218e36be7359d4326e64b510fdeff70781ab8d302a17
3
- size 2663537
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:09ee01df53865acca08cbeba1e241caca716fc31f27b491d2d3e7715730040b1
3
+ size 2669476
review_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d927f9d101d96a6ffc2f47d4702b5fc7297b566dc9eaa73d6661b20960bf8c5a
3
- size 3205640
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:73e9dd6854998995eaabbe1c449960e55802e206d57d85d184c409016b430d6f
3
+ size 3207170
reviews.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1379544e9bc96c1b27511fd4257a4dfad56212a7c42b46a5dbaef0ea7911707b
3
- size 1002575
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:869fe94785ccb76d84dca00532f57b07487e3a86fb88f500e865fec9281aea85
3
+ size 1003322
snapshots/20260629T060016Z/manifest.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260629T060016Z/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": 15565,
11
+ "issues": 925,
12
+ "links": 5406,
13
+ "new_contributors": 352,
14
+ "pr_diffs": 3086,
15
+ "pr_files": 38644,
16
+ "pull_requests": 3086,
17
+ "review_comments": 18799,
18
+ "reviews": 10937,
19
+ "timeline_events": 60477
20
+ },
21
+ "crawl_started_at": "2026-06-29T06:00:16Z",
22
+ "delta_counts": {
23
+ "comments": 13,
24
+ "issue_stubs": 18,
25
+ "issues": 3,
26
+ "links": 24,
27
+ "pr_diffs": 15,
28
+ "pr_files": 104,
29
+ "pull_requests": 15,
30
+ "review_comments": 94,
31
+ "reviews": 36,
32
+ "timeline_events": 331
33
+ },
34
+ "extracted_at": "2026-06-29T06:00:16Z",
35
+ "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260629T060016Z",
37
+ "watermark": {
38
+ "effective_since": "2026-06-29T00:00:14Z",
39
+ "next_since": "2026-06-29T06:00:16Z"
40
+ }
41
+ }
snapshots/20260629T060016Z/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/20260629T000014Z/manifest.json",
3
- "latest_snapshot_id": "20260629T000014Z",
4
  "manifest_path": "manifest.json",
5
- "next_since": "2026-06-29T00:00:14Z",
6
  "repo": "huggingface/transformers",
7
- "snapshot_dir": "snapshots/20260629T000014Z"
8
  }
 
1
  {
2
+ "archived_manifest_path": "snapshots/20260629T060016Z/manifest.json",
3
+ "latest_snapshot_id": "20260629T060016Z",
4
  "manifest_path": "manifest.json",
5
+ "next_since": "2026-06-29T06:00:16Z",
6
  "repo": "huggingface/transformers",
7
+ "snapshot_dir": "snapshots/20260629T060016Z"
8
  }
state/watermark.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "effective_since": "2026-06-28T18:00:15Z",
3
- "last_successful_snapshot_id": "20260629T000014Z",
4
- "next_since": "2026-06-29T00:00:14Z",
5
  "repo": "huggingface/transformers",
6
- "updated_at": "2026-06-29T00:00:14Z"
7
  }
 
1
  {
2
+ "effective_since": "2026-06-29T00:00:14Z",
3
+ "last_successful_snapshot_id": "20260629T060016Z",
4
+ "next_since": "2026-06-29T06:00:16Z",
5
  "repo": "huggingface/transformers",
6
+ "updated_at": "2026-06-29T06:00:16Z"
7
  }