evalstate HF Staff commited on
Commit
a1d75f2
·
verified ·
1 Parent(s): 7292a5e

Refresh transformers dataset snapshot 20260510T120026Z

Browse files
README.md CHANGED
@@ -75,7 +75,7 @@ Use:
75
  - eval set creation
76
 
77
  Notes:
78
- - latest snapshot: `20260510T060019Z`
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: `20260510T120026Z`
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 sha256:65dd866ef064d0162fb416a88e22ebce733c48bdbb84a973ad949203f4ae0703
3
- size 2213502
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:47eab0c0feb968382e2c23f3e2409cbc6e98174334930a3e08e130afee554f77
3
+ size 2213944
events.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a7c969e7021aa2d3048e3122103c3e5f9e9179f11e21089a1645a33d123bec15
3
- size 696499
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0cec31749aa4a85150596b1aabbe73f844b05803c7040ae97c9a2842c10209bd
3
+ size 697042
issue_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b2b911a0eda4cdd8a676261e3737bf5cbdf726c50825a8e30f31ada99f18501f
3
- size 707362
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0240bdb1f38dfb7c215a50b9a4e7b01752a07ec1b7d96880519c36ea1b9c096d
3
+ size 710136
issues.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:49487ee45fa01311bc76e53b4f1e7a8820c81df69f42b901677d08b1f66a26bb
3
- size 951989
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6674a12a7036b7c600f0ff72ce83bf06ebfdd762120464c863e1666147ee48b7
3
+ size 954214
links.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5369ebc57234f05cf844953473fc38e9b3e357355a52efb28a1a2f2c5f94c1c5
3
- size 40719
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:73c35644d43ff6ec5e1ab017abfb359b482837b6d4650dad396a7606160105b7
3
+ size 40751
manifest.json CHANGED
@@ -1,41 +1,41 @@
1
  {
2
  "artifacts": {
3
- "archived_pr_scope_clusters_json": "snapshots/20260510T060019Z/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": 10202,
11
- "issues": 705,
12
- "links": 3184,
13
- "new_contributors": 354,
14
  "pr_diffs": 2167,
15
- "pr_files": 30598,
16
  "pull_requests": 2167,
17
  "review_comments": 14076,
18
  "reviews": 8047,
19
- "timeline_events": 43671
20
  },
21
- "crawl_started_at": "2026-05-10T06:00:19Z",
22
  "delta_counts": {
23
- "comments": 2,
24
- "issue_stubs": 1,
25
- "issues": 0,
26
- "links": 5,
27
- "pr_diffs": 1,
28
- "pr_files": 1,
29
- "pull_requests": 1,
30
- "review_comments": 1,
31
- "reviews": 2,
32
- "timeline_events": 50
33
  },
34
- "extracted_at": "2026-05-10T06:00:19Z",
35
  "repo": "huggingface/transformers",
36
- "snapshot_id": "20260510T060019Z",
37
  "watermark": {
38
- "effective_since": "2026-05-10T00:00:23Z",
39
- "next_since": "2026-05-10T06:00:19Z"
40
  }
41
  }
 
1
  {
2
  "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260510T120026Z/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": 10206,
11
+ "issues": 706,
12
+ "links": 3185,
13
+ "new_contributors": 353,
14
  "pr_diffs": 2167,
15
+ "pr_files": 30599,
16
  "pull_requests": 2167,
17
  "review_comments": 14076,
18
  "reviews": 8047,
19
+ "timeline_events": 43684
20
  },
21
+ "crawl_started_at": "2026-05-10T12:00:26Z",
22
  "delta_counts": {
23
+ "comments": 4,
24
+ "issue_stubs": 7,
25
+ "issues": 3,
26
+ "links": 16,
27
+ "pr_diffs": 4,
28
+ "pr_files": 44,
29
+ "pull_requests": 4,
30
+ "review_comments": 135,
31
+ "reviews": 43,
32
+ "timeline_events": 322
33
  },
34
+ "extracted_at": "2026-05-10T12:00:26Z",
35
  "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260510T120026Z",
37
  "watermark": {
38
+ "effective_since": "2026-05-10T06:00:19Z",
39
+ "next_since": "2026-05-10T12:00:26Z"
40
  }
41
  }
new-contributors-report.json CHANGED
@@ -1,25 +1,25 @@
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
- "snapshot_id": "20260510T060019Z",
5
- "generated_at": "2026-05-10T06:00:36Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
- "selected_contributors": 354,
10
  "first_seen_in_snapshot": 0,
11
  "known_via_prior_merged_pr": 147,
12
  "previous_primary_author_count": 1099,
13
- "selected_seen_in_previous_primary": 354,
14
- "previous_report_contributor_count": 356,
15
- "selected_overlap_previous_report": 354,
16
  "selected_overlap_previous_report_rate": 1.0,
17
- "reused_previous_report_entries": 352,
18
  "reused_known_merged_contributors": 146,
19
  "live_fetches": 2,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
- "enrichment_elapsed_seconds": 0.284,
23
  "enrichment_avg_seconds_per_author": 0.001,
24
  "enrichment_failures": 2
25
  },
@@ -4306,85 +4306,6 @@
4306
  },
4307
  "fetch_error": null
4308
  },
4309
- {
4310
- "author_login": "BenjaminBossan",
4311
- "name": "Benjamin Bossan",
4312
- "profile_url": "https://github.com/BenjaminBossan",
4313
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan",
4314
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan",
4315
- "repo_first_seen_at": "2024-10-17T11:56:32Z",
4316
- "repo_last_seen_at": "2026-05-08T16:13:45Z",
4317
- "repo_primary_artifact_count": 4,
4318
- "repo_artifact_count": 39,
4319
- "snapshot_issue_count": 0,
4320
- "snapshot_pr_count": 4,
4321
- "snapshot_comment_count": 23,
4322
- "snapshot_review_count": 6,
4323
- "snapshot_review_comment_count": 6,
4324
- "repo_association": "MEMBER",
4325
- "new_to_repo": false,
4326
- "first_seen_in_snapshot": false,
4327
- "known_via_prior_merged_pr": true,
4328
- "report_reason": null,
4329
- "enrichment_source": "previous_report",
4330
- "live_refetch_skipped": true,
4331
- "account_age_days": 4501,
4332
- "young_account": false,
4333
- "follow_through_score": "strong",
4334
- "breadth_score": "moderate",
4335
- "automation_risk_signal": "low",
4336
- "heuristic_note": "high recent PR volume; targets high-star repos",
4337
- "public_orgs": [
4338
- "huggingface"
4339
- ],
4340
- "activity": {
4341
- "visible_authored_pr_count": 49,
4342
- "merged_pr_count": 45,
4343
- "closed_unmerged_pr_count": 1,
4344
- "open_pr_count": 3,
4345
- "merged_pr_rate": 0.9184,
4346
- "closed_unmerged_pr_rate": 0.0204,
4347
- "still_open_pr_rate": 0.0612,
4348
- "distinct_repos_with_authored_prs": 4,
4349
- "distinct_repos_with_open_prs": 1
4350
- },
4351
- "examples": {
4352
- "pull_requests": [
4353
- {
4354
- "kind": "pull_request",
4355
- "number": 45682,
4356
- "title": "FIX Restore LoRA hotswapping functionality",
4357
- "url": "https://github.com/huggingface/transformers/pull/45682",
4358
- "state": "open",
4359
- "merged": false,
4360
- "draft": false,
4361
- "created_at": "2026-04-28T11:23:26Z"
4362
- },
4363
- {
4364
- "kind": "pull_request",
4365
- "number": 45679,
4366
- "title": "TST Run fast PEFT tests in normal CI",
4367
- "url": "https://github.com/huggingface/transformers/pull/45679",
4368
- "state": "open",
4369
- "merged": false,
4370
- "draft": false,
4371
- "created_at": "2026-04-28T10:13:06Z"
4372
- },
4373
- {
4374
- "kind": "pull_request",
4375
- "number": 44592,
4376
- "title": "FIX Multiple PEFT errors after v5 transition",
4377
- "url": "https://github.com/huggingface/transformers/pull/44592",
4378
- "state": "closed",
4379
- "merged": true,
4380
- "draft": false,
4381
- "created_at": "2026-03-11T10:41:51Z"
4382
- }
4383
- ],
4384
- "issues": []
4385
- },
4386
- "fetch_error": null
4387
- },
4388
  {
4389
  "author_login": "hf-security-analysis[bot]",
4390
  "name": null,
@@ -5736,6 +5657,85 @@
5736
  },
5737
  "fetch_error": null
5738
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5739
  {
5740
  "author_login": "xenova",
5741
  "name": "Joshua Lochner",
@@ -20139,63 +20139,6 @@
20139
  },
20140
  "fetch_error": null
20141
  },
20142
- {
20143
- "author_login": "moktamd",
20144
- "name": null,
20145
- "profile_url": "https://github.com/moktamd",
20146
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amoktamd",
20147
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amoktamd",
20148
- "repo_first_seen_at": "2026-03-11T10:32:26Z",
20149
- "repo_last_seen_at": "2026-03-11T12:51:25Z",
20150
- "repo_primary_artifact_count": 1,
20151
- "repo_artifact_count": 2,
20152
- "snapshot_issue_count": 0,
20153
- "snapshot_pr_count": 1,
20154
- "snapshot_comment_count": 1,
20155
- "snapshot_review_count": 0,
20156
- "snapshot_review_comment_count": 0,
20157
- "repo_association": "NONE",
20158
- "new_to_repo": false,
20159
- "first_seen_in_snapshot": false,
20160
- "known_via_prior_merged_pr": false,
20161
- "report_reason": null,
20162
- "enrichment_source": "previous_report",
20163
- "live_refetch_skipped": true,
20164
- "account_age_days": 1374,
20165
- "young_account": false,
20166
- "follow_through_score": "mixed",
20167
- "breadth_score": "very high",
20168
- "automation_risk_signal": "medium",
20169
- "heuristic_note": "high recent PR volume; very broad repo spread; high open PR share; targets high-star repos",
20170
- "public_orgs": [],
20171
- "activity": {
20172
- "visible_authored_pr_count": 46,
20173
- "merged_pr_count": 17,
20174
- "closed_unmerged_pr_count": 10,
20175
- "open_pr_count": 19,
20176
- "merged_pr_rate": 0.3696,
20177
- "closed_unmerged_pr_rate": 0.2174,
20178
- "still_open_pr_rate": 0.413,
20179
- "distinct_repos_with_authored_prs": 25,
20180
- "distinct_repos_with_open_prs": 8
20181
- },
20182
- "examples": {
20183
- "pull_requests": [
20184
- {
20185
- "kind": "pull_request",
20186
- "number": 44591,
20187
- "title": "Add MPS SDPA workarounds for value head dim and bidirectional attention",
20188
- "url": "https://github.com/huggingface/transformers/pull/44591",
20189
- "state": "closed",
20190
- "merged": false,
20191
- "draft": false,
20192
- "created_at": "2026-03-11T10:32:26Z"
20193
- }
20194
- ],
20195
- "issues": []
20196
- },
20197
- "fetch_error": null
20198
- },
20199
  {
20200
  "author_login": "mrutkows",
20201
  "name": "Matt Rutkowski",
 
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
+ "snapshot_id": "20260510T120026Z",
5
+ "generated_at": "2026-05-10T12:00:52Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
+ "selected_contributors": 353,
10
  "first_seen_in_snapshot": 0,
11
  "known_via_prior_merged_pr": 147,
12
  "previous_primary_author_count": 1099,
13
+ "selected_seen_in_previous_primary": 353,
14
+ "previous_report_contributor_count": 354,
15
+ "selected_overlap_previous_report": 353,
16
  "selected_overlap_previous_report_rate": 1.0,
17
+ "reused_previous_report_entries": 351,
18
  "reused_known_merged_contributors": 146,
19
  "live_fetches": 2,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
+ "enrichment_elapsed_seconds": 0.323,
23
  "enrichment_avg_seconds_per_author": 0.001,
24
  "enrichment_failures": 2
25
  },
 
4306
  },
4307
  "fetch_error": null
4308
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4309
  {
4310
  "author_login": "hf-security-analysis[bot]",
4311
  "name": null,
 
5657
  },
5658
  "fetch_error": null
5659
  },
5660
+ {
5661
+ "author_login": "BenjaminBossan",
5662
+ "name": "Benjamin Bossan",
5663
+ "profile_url": "https://github.com/BenjaminBossan",
5664
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan",
5665
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan",
5666
+ "repo_first_seen_at": "2024-10-17T11:56:32Z",
5667
+ "repo_last_seen_at": "2026-05-08T16:13:45Z",
5668
+ "repo_primary_artifact_count": 4,
5669
+ "repo_artifact_count": 39,
5670
+ "snapshot_issue_count": 0,
5671
+ "snapshot_pr_count": 4,
5672
+ "snapshot_comment_count": 23,
5673
+ "snapshot_review_count": 6,
5674
+ "snapshot_review_comment_count": 6,
5675
+ "repo_association": "MEMBER",
5676
+ "new_to_repo": false,
5677
+ "first_seen_in_snapshot": false,
5678
+ "known_via_prior_merged_pr": true,
5679
+ "report_reason": null,
5680
+ "enrichment_source": "previous_report",
5681
+ "live_refetch_skipped": true,
5682
+ "account_age_days": 4501,
5683
+ "young_account": false,
5684
+ "follow_through_score": "strong",
5685
+ "breadth_score": "moderate",
5686
+ "automation_risk_signal": "low",
5687
+ "heuristic_note": "high recent PR volume; targets high-star repos",
5688
+ "public_orgs": [
5689
+ "huggingface"
5690
+ ],
5691
+ "activity": {
5692
+ "visible_authored_pr_count": 49,
5693
+ "merged_pr_count": 45,
5694
+ "closed_unmerged_pr_count": 1,
5695
+ "open_pr_count": 3,
5696
+ "merged_pr_rate": 0.9184,
5697
+ "closed_unmerged_pr_rate": 0.0204,
5698
+ "still_open_pr_rate": 0.0612,
5699
+ "distinct_repos_with_authored_prs": 4,
5700
+ "distinct_repos_with_open_prs": 1
5701
+ },
5702
+ "examples": {
5703
+ "pull_requests": [
5704
+ {
5705
+ "kind": "pull_request",
5706
+ "number": 45682,
5707
+ "title": "FIX Restore LoRA hotswapping functionality",
5708
+ "url": "https://github.com/huggingface/transformers/pull/45682",
5709
+ "state": "open",
5710
+ "merged": false,
5711
+ "draft": false,
5712
+ "created_at": "2026-04-28T11:23:26Z"
5713
+ },
5714
+ {
5715
+ "kind": "pull_request",
5716
+ "number": 45679,
5717
+ "title": "TST Run fast PEFT tests in normal CI",
5718
+ "url": "https://github.com/huggingface/transformers/pull/45679",
5719
+ "state": "open",
5720
+ "merged": false,
5721
+ "draft": false,
5722
+ "created_at": "2026-04-28T10:13:06Z"
5723
+ },
5724
+ {
5725
+ "kind": "pull_request",
5726
+ "number": 44592,
5727
+ "title": "FIX Multiple PEFT errors after v5 transition",
5728
+ "url": "https://github.com/huggingface/transformers/pull/44592",
5729
+ "state": "closed",
5730
+ "merged": true,
5731
+ "draft": false,
5732
+ "created_at": "2026-03-11T10:41:51Z"
5733
+ }
5734
+ ],
5735
+ "issues": []
5736
+ },
5737
+ "fetch_error": null
5738
+ },
5739
  {
5740
  "author_login": "xenova",
5741
  "name": "Joshua Lochner",
 
20139
  },
20140
  "fetch_error": null
20141
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
20142
  {
20143
  "author_login": "mrutkows",
20144
  "name": "Matt Rutkowski",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260510T060019Z`
4
- - Generated: `2026-05-10T06:00:36Z`
5
  - Activity window: `60d`
6
- - Contributors: `354`
7
 
8
  ## Summary
9
 
@@ -58,7 +58,6 @@
58
  | `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 4 | 4 | strong | moderate | low | high recent PR volume |
59
  | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
60
  | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
61
- | `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
62
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
63
  | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 736d | `2026-04-16T00:55:40Z` | 4 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
64
  | `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 4 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
@@ -75,6 +74,7 @@
75
  | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
76
  | `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
77
  | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
 
78
  | `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3317d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
79
  | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
80
  | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
@@ -299,7 +299,6 @@
299
  | `mobicham` | [profile](https://github.com/mobicham) | no | CONTRIBUTOR | 2961d | `2026-03-18T20:18:41Z` | 1 | 0 | strong | moderate | low | — |
300
  | `mohamad-tohidi` | [profile](https://github.com/mohamad-tohidi) | no | NONE | 1013d | `2026-04-11T10:00:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
301
  | `mohdfaour03` | [profile](https://github.com/mohdfaour03) | no | FIRST_TIME_CONTRIBUTOR | 1152d | `2026-04-08T13:38:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
302
- | `moktamd` | [profile](https://github.com/moktamd) | no | NONE | 1374d | `2026-03-11T10:32:26Z` | 1 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
303
  | `mrutkows` | [profile](https://github.com/mrutkows) | no | NONE | 4332d | `2026-04-09T17:46:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
304
  | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1527d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
305
  | `NathanHB` | [profile](https://github.com/NathanHB) | no | MEMBER | 3182d | `2026-03-27T13:02:59Z` | 1 | 0 | strong | moderate | low | — |
@@ -1537,29 +1536,6 @@ Example artifacts:
1537
  - [PR #45442: Update workflow references to new commit hash](https://github.com/huggingface/transformers/pull/45442) — closed, merged
1538
  - [Issue #45182: 🔒 Track: Pin GitHub Actions to commit SHAs](https://github.com/huggingface/transformers/issues/45182) — closed
1539
 
1540
- ### `BenjaminBossan`
1541
-
1542
- - profile: [github.com/BenjaminBossan](https://github.com/BenjaminBossan)
1543
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan)
1544
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan)
1545
- - repo first seen: `2024-10-17T11:56:32Z`
1546
- - repo last seen: `2026-05-08T16:13:45Z`
1547
- - first seen in snapshot: **no**
1548
- - repo association: **MEMBER**
1549
- - repo primary artifacts: **4**
1550
- - snapshot authored PRs/issues: **4 PRs / 0 issues**
1551
- - snapshot discussion activity: **23 comments / 6 reviews / 6 review comments**
1552
- - account age: **4501 days**
1553
- - recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**)
1554
- - public orgs: `huggingface`
1555
- - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
1556
- - heuristic read: **high recent PR volume; targets high-star repos**
1557
-
1558
- Example artifacts:
1559
- - [PR #45682: FIX Restore LoRA hotswapping functionality](https://github.com/huggingface/transformers/pull/45682) — open
1560
- - [PR #45679: TST Run fast PEFT tests in normal CI](https://github.com/huggingface/transformers/pull/45679) — open
1561
- - [PR #44592: FIX Multiple PEFT errors after v5 transition](https://github.com/huggingface/transformers/pull/44592) — closed, merged
1562
-
1563
  ### `hf-security-analysis[bot]`
1564
 
1565
  - profile: [github.com/hf-security-analysis[bot]](https://github.com/hf-security-analysis[bot])
@@ -1939,6 +1915,29 @@ Example artifacts:
1939
  - [Issue #45459: `except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed](https://github.com/huggingface/transformers/issues/45459) — closed
1940
  - [Issue #44423: [Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) — AttributeError: 'str' object has no attribute 'to'](https://github.com/huggingface/transformers/issues/44423) — closed
1941
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1942
  ### `xenova`
1943
 
1944
  - profile: [github.com/xenova](https://github.com/xenova)
@@ -6796,27 +6795,6 @@ Example artifacts:
6796
  Example artifacts:
6797
  - [PR #45317: Fix AttributeError in _patch_mistral_regex when fix_mistral_regex=True ](https://github.com/huggingface/transformers/pull/45317) — open
6798
 
6799
- ### `moktamd`
6800
-
6801
- - profile: [github.com/moktamd](https://github.com/moktamd)
6802
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amoktamd)
6803
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amoktamd)
6804
- - repo first seen: `2026-03-11T10:32:26Z`
6805
- - repo last seen: `2026-03-11T12:51:25Z`
6806
- - first seen in snapshot: **no**
6807
- - repo association: **NONE**
6808
- - repo primary artifacts: **1**
6809
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
6810
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
6811
- - account age: **1374 days**
6812
- - recent public PR activity: **46 PRs** (17 merged / 10 closed-unmerged / 19 open; merged rate **37%**, closed-unmerged rate **22%**, open rate **41%**)
6813
- - public orgs: none visible
6814
- - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
6815
- - heuristic read: **high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
6816
-
6817
- Example artifacts:
6818
- - [PR #44591: Add MPS SDPA workarounds for value head dim and bidirectional attention](https://github.com/huggingface/transformers/pull/44591) — closed
6819
-
6820
  ### `mrutkows`
6821
 
6822
  - profile: [github.com/mrutkows](https://github.com/mrutkows)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260510T120026Z`
4
+ - Generated: `2026-05-10T12:00:52Z`
5
  - Activity window: `60d`
6
+ - Contributors: `353`
7
 
8
  ## Summary
9
 
 
58
  | `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 4 | 4 | strong | moderate | low | high recent PR volume |
59
  | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
60
  | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 
61
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
62
  | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 736d | `2026-04-16T00:55:40Z` | 4 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
63
  | `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 4 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 
74
  | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
75
  | `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
76
  | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
77
+ | `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
78
  | `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3317d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
79
  | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
80
  | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
 
299
  | `mobicham` | [profile](https://github.com/mobicham) | no | CONTRIBUTOR | 2961d | `2026-03-18T20:18:41Z` | 1 | 0 | strong | moderate | low | — |
300
  | `mohamad-tohidi` | [profile](https://github.com/mohamad-tohidi) | no | NONE | 1013d | `2026-04-11T10:00:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
301
  | `mohdfaour03` | [profile](https://github.com/mohdfaour03) | no | FIRST_TIME_CONTRIBUTOR | 1152d | `2026-04-08T13:38:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
302
  | `mrutkows` | [profile](https://github.com/mrutkows) | no | NONE | 4332d | `2026-04-09T17:46:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
303
  | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1527d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
304
  | `NathanHB` | [profile](https://github.com/NathanHB) | no | MEMBER | 3182d | `2026-03-27T13:02:59Z` | 1 | 0 | strong | moderate | low | — |
 
1536
  - [PR #45442: Update workflow references to new commit hash](https://github.com/huggingface/transformers/pull/45442) — closed, merged
1537
  - [Issue #45182: 🔒 Track: Pin GitHub Actions to commit SHAs](https://github.com/huggingface/transformers/issues/45182) — closed
1538
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1539
  ### `hf-security-analysis[bot]`
1540
 
1541
  - profile: [github.com/hf-security-analysis[bot]](https://github.com/hf-security-analysis[bot])
 
1915
  - [Issue #45459: `except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed](https://github.com/huggingface/transformers/issues/45459) — closed
1916
  - [Issue #44423: [Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) — AttributeError: 'str' object has no attribute 'to'](https://github.com/huggingface/transformers/issues/44423) — closed
1917
 
1918
+ ### `BenjaminBossan`
1919
+
1920
+ - profile: [github.com/BenjaminBossan](https://github.com/BenjaminBossan)
1921
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan)
1922
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan)
1923
+ - repo first seen: `2024-10-17T11:56:32Z`
1924
+ - repo last seen: `2026-05-08T16:13:45Z`
1925
+ - first seen in snapshot: **no**
1926
+ - repo association: **MEMBER**
1927
+ - repo primary artifacts: **4**
1928
+ - snapshot authored PRs/issues: **4 PRs / 0 issues**
1929
+ - snapshot discussion activity: **23 comments / 6 reviews / 6 review comments**
1930
+ - account age: **4501 days**
1931
+ - recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**)
1932
+ - public orgs: `huggingface`
1933
+ - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
1934
+ - heuristic read: **high recent PR volume; targets high-star repos**
1935
+
1936
+ Example artifacts:
1937
+ - [PR #45682: FIX Restore LoRA hotswapping functionality](https://github.com/huggingface/transformers/pull/45682) — open
1938
+ - [PR #45679: TST Run fast PEFT tests in normal CI](https://github.com/huggingface/transformers/pull/45679) — open
1939
+ - [PR #44592: FIX Multiple PEFT errors after v5 transition](https://github.com/huggingface/transformers/pull/44592) — closed, merged
1940
+
1941
  ### `xenova`
1942
 
1943
  - profile: [github.com/xenova](https://github.com/xenova)
 
6795
  Example artifacts:
6796
  - [PR #45317: Fix AttributeError in _patch_mistral_regex when fix_mistral_regex=True ](https://github.com/huggingface/transformers/pull/45317) — open
6797
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6798
  ### `mrutkows`
6799
 
6800
  - profile: [github.com/mrutkows](https://github.com/mrutkows)
new_contributors.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2505a3b3389cec9271dbabc1d7fd3d3a7915e8017a2b143c4456e7df78b73336
3
- size 63059
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e7b7ab5a7e69fd078ebd6c1cc89208acd180c05ea0222e162c8cbe6cc6085f31
3
+ size 62969
pr-scope-clusters.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "repo": "huggingface/transformers",
3
- "snapshot_id": "20260510T060019Z",
4
- "generated_at": "2026-05-10T06:00:35Z",
5
  "cluster_count": 50,
6
  "pr_scope_clusters": [
7
  {
@@ -946,7 +946,7 @@
946
  "left_pr_number": 45607,
947
  "right_pr_number": 45817,
948
  "similarity": 0.476,
949
- "content_similarity": 0.491,
950
  "size_similarity": 0.424,
951
  "breadth_similarity": 0.417,
952
  "concentration_similarity": 0.545,
@@ -3647,7 +3647,7 @@
3647
  "left_pr_number": 43363,
3648
  "right_pr_number": 45651,
3649
  "similarity": 0.516,
3650
- "content_similarity": 0.575,
3651
  "size_similarity": 0.245,
3652
  "breadth_similarity": 0.5,
3653
  "concentration_similarity": 0.53,
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260510T120026Z",
4
+ "generated_at": "2026-05-10T12:00:50Z",
5
  "cluster_count": 50,
6
  "pr_scope_clusters": [
7
  {
 
946
  "left_pr_number": 45607,
947
  "right_pr_number": 45817,
948
  "similarity": 0.476,
949
+ "content_similarity": 0.49,
950
  "size_similarity": 0.424,
951
  "breadth_similarity": 0.417,
952
  "concentration_similarity": 0.545,
 
3647
  "left_pr_number": 43363,
3648
  "right_pr_number": 45651,
3649
  "similarity": 0.516,
3650
+ "content_similarity": 0.576,
3651
  "size_similarity": 0.245,
3652
  "breadth_similarity": 0.5,
3653
  "concentration_similarity": 0.53,
pr_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3f79ec34eb84914d91cdb6720c1a7084043239673f29e2b52f6232e08e634b09
3
- size 1486710
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1311bc2f939f714f1d7efbda1bc75b9cffcdb4f51bb6fb55e85508b5039f54df
3
+ size 1487051
pr_diffs.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e410073cf1ba99f6ebb651657ebcc592d071623a82af420970a2cd444dbb5d95
3
- size 22705701
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:68a4c02d82380834cf42d8a1a331123118ffbab4f90ea4aa7fb1e69da58a2c27
3
+ size 22705644
pr_files.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:843aaaea0a23afd426561a11900d31a90c611a3804e2b0534db3edc34e97538f
3
- size 42941734
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2fdc912f4cf2a4b68cc539f1a035047d8f39c44a4f95c74f0696f314ce976f7d
3
+ size 42920400
pull_requests.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4fe7f150bd6e6fad22f5ec81255bcfd99795d3bfbef383a3de06fa8b2d5778aa
3
- size 1788368
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0fa8c54a13eaf5cf39aed3a20c9045814175c673734b0e88b4e4d73bc7328e79
3
+ size 1788440
review_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dc6f0fdf2922e71e2d5fa36ebe16b2f2673463d1833fea9ab99417ccc912b093
3
- size 2388942
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3def442365cb6ad98d541a795e09a044056ad6563fb0cc4d26a8ad63511b17b3
3
+ size 2388975
reviews.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ab38709a0d848e3ca099ad9a2640027996e175d75b78d1cc804fa890aacb4c1d
3
- size 727753
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7884542d708c1bcaa650ec707834d0fed0682a358758f629e2246ef671661ed2
3
+ size 727725
snapshots/20260510T120026Z/manifest.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260510T120026Z/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": 10206,
11
+ "issues": 706,
12
+ "links": 3185,
13
+ "new_contributors": 353,
14
+ "pr_diffs": 2167,
15
+ "pr_files": 30599,
16
+ "pull_requests": 2167,
17
+ "review_comments": 14076,
18
+ "reviews": 8047,
19
+ "timeline_events": 43684
20
+ },
21
+ "crawl_started_at": "2026-05-10T12:00:26Z",
22
+ "delta_counts": {
23
+ "comments": 4,
24
+ "issue_stubs": 7,
25
+ "issues": 3,
26
+ "links": 16,
27
+ "pr_diffs": 4,
28
+ "pr_files": 44,
29
+ "pull_requests": 4,
30
+ "review_comments": 135,
31
+ "reviews": 43,
32
+ "timeline_events": 322
33
+ },
34
+ "extracted_at": "2026-05-10T12:00:26Z",
35
+ "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260510T120026Z",
37
+ "watermark": {
38
+ "effective_since": "2026-05-10T06:00:19Z",
39
+ "next_since": "2026-05-10T12:00:26Z"
40
+ }
41
+ }
snapshots/20260510T120026Z/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/20260510T060019Z/manifest.json",
3
- "latest_snapshot_id": "20260510T060019Z",
4
  "manifest_path": "manifest.json",
5
- "next_since": "2026-05-10T06:00:19Z",
6
  "repo": "huggingface/transformers",
7
- "snapshot_dir": "snapshots/20260510T060019Z"
8
  }
 
1
  {
2
+ "archived_manifest_path": "snapshots/20260510T120026Z/manifest.json",
3
+ "latest_snapshot_id": "20260510T120026Z",
4
  "manifest_path": "manifest.json",
5
+ "next_since": "2026-05-10T12:00:26Z",
6
  "repo": "huggingface/transformers",
7
+ "snapshot_dir": "snapshots/20260510T120026Z"
8
  }
state/watermark.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "effective_since": "2026-05-10T00:00:23Z",
3
- "last_successful_snapshot_id": "20260510T060019Z",
4
- "next_since": "2026-05-10T06:00:19Z",
5
  "repo": "huggingface/transformers",
6
- "updated_at": "2026-05-10T06:00:19Z"
7
  }
 
1
  {
2
+ "effective_since": "2026-05-10T06:00:19Z",
3
+ "last_successful_snapshot_id": "20260510T120026Z",
4
+ "next_since": "2026-05-10T12:00:26Z",
5
  "repo": "huggingface/transformers",
6
+ "updated_at": "2026-05-10T12:00:26Z"
7
  }