evalstate HF Staff commited on
Commit
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1 Parent(s): e2ad1ca

Refresh transformers dataset snapshot 20260505T060044Z

Browse files
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@@ -75,7 +75,7 @@ Use:
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  - eval set creation
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  Notes:
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  - raw data only; no labels or moderation decisions
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  "snapshot_pr_count": 1,
11694
+ "snapshot_comment_count": 4,
11695
  "snapshot_review_count": 0,
11696
  "snapshot_review_comment_count": 0,
11697
  "repo_association": "FIRST_TIMER",
 
19391
  },
19392
  "fetch_error": null
19393
  },
19394
+ {
19395
+ "author_login": "kuishou68",
19396
+ "name": "Cocoon-Break",
19397
+ "profile_url": "https://github.com/kuishou68",
19398
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akuishou68",
19399
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akuishou68",
19400
+ "repo_first_seen_at": "2026-05-05T02:27:41Z",
19401
+ "repo_last_seen_at": "2026-05-05T02:27:41Z",
19402
+ "repo_primary_artifact_count": 1,
19403
+ "repo_artifact_count": 1,
19404
+ "snapshot_issue_count": 0,
19405
+ "snapshot_pr_count": 1,
19406
+ "snapshot_comment_count": 0,
19407
+ "snapshot_review_count": 0,
19408
+ "snapshot_review_comment_count": 0,
19409
+ "repo_association": "FIRST_TIME_CONTRIBUTOR",
19410
+ "new_to_repo": true,
19411
+ "first_seen_in_snapshot": true,
19412
+ "known_via_prior_merged_pr": false,
19413
+ "report_reason": "first_seen_in_snapshot",
19414
+ "enrichment_source": "live",
19415
+ "live_refetch_skipped": false,
19416
+ "account_age_days": 2457,
19417
+ "young_account": false,
19418
+ "follow_through_score": "mixed",
19419
+ "breadth_score": "very high",
19420
+ "automation_risk_signal": "medium",
19421
+ "heuristic_note": "extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos",
19422
+ "public_orgs": [],
19423
+ "activity": {
19424
+ "visible_authored_pr_count": 177,
19425
+ "merged_pr_count": 62,
19426
+ "closed_unmerged_pr_count": 41,
19427
+ "open_pr_count": 74,
19428
+ "merged_pr_rate": 0.3503,
19429
+ "closed_unmerged_pr_rate": 0.2316,
19430
+ "still_open_pr_rate": 0.4181,
19431
+ "distinct_repos_with_authored_prs": 120,
19432
+ "distinct_repos_with_open_prs": 57
19433
+ },
19434
+ "examples": {
19435
+ "pull_requests": [
19436
+ {
19437
+ "kind": "pull_request",
19438
+ "number": 45778,
19439
+ "title": "fix(testing): use worker-specific captured_info files for pytest-xdist compatibility",
19440
+ "url": "https://github.com/huggingface/transformers/pull/45778",
19441
+ "state": "open",
19442
+ "merged": false,
19443
+ "draft": false,
19444
+ "created_at": "2026-05-05T02:27:41Z"
19445
+ }
19446
+ ],
19447
+ "issues": []
19448
+ },
19449
+ "fetch_error": null
19450
+ },
19451
  {
19452
  "author_login": "kulkarni-rohan",
19453
  "name": "Rohan Kulkarni",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260505T000047Z`
4
- - Generated: `2026-05-05T00:01:35Z`
5
  - Activity window: `60d`
6
- - Contributors: `357`
7
 
8
  ## Summary
9
 
@@ -39,6 +39,7 @@
39
  | `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
40
  | `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2626d | `2025-12-10T12:31:18Z` | 8 | 2 | strong | moderate | low | targets high-star repos |
41
  | `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
42
  | `s-zx` | [profile](https://github.com/s-zx) | no | NONE | 2020d | `2026-03-08T19:38:00Z` | 8 | 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 |
43
  | `hkc5` | [profile](https://github.com/hkc5) | no | NONE | 973d | `2026-03-19T12:33:00Z` | 7 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
44
  | `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5681d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
@@ -73,7 +74,6 @@
73
  | `NielsRogge` | [profile](https://github.com/NielsRogge) | no | MEMBER | 2598d | `2022-02-21T10:02:38Z` | 15 | 3 | mixed | moderate | low | high recent PR volume |
74
  | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
75
  | `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5708d | `2024-10-17T15:17:05Z` | 8 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
76
- | `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2570d | `2026-02-25T22:23:20Z` | 7 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
77
  | `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 |
78
  | `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 |
79
  | `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
@@ -285,6 +285,7 @@
285
  | `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 814d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
286
  | `Ker102` | [profile](https://github.com/Ker102) | no | NONE | 211d | `2026-03-13T13:13:58Z` | 1 | 0 | mixed | moderate | low | young account; high recent PR volume |
287
  | `kevinmalana` | [profile](https://github.com/kevinmalana) | no | NONE | 2248d | `2026-04-16T10:03:07Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 
288
  | `kulkarni-rohan` | [profile](https://github.com/kulkarni-rohan) | no | FIRST_TIME_CONTRIBUTOR | 3161d | `2026-03-14T20:01:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
289
  | `layla1824` | [profile](https://github.com/layla1824) | no | FIRST_TIMER | 2241d | `2026-03-26T16:48:53Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
290
  | `lgeiger` | [profile](https://github.com/lgeiger) | no | CONTRIBUTOR | 3947d | `2026-04-30T12:35:42Z` | 1 | 0 | mixed | moderate | low | — |
@@ -1091,6 +1092,29 @@ Example artifacts:
1091
  - [PR #44692: fix: handle ragged input_ids in Qwen2_5_VLProcessor.apply_chat_template](https://github.com/huggingface/transformers/pull/44692) — closed
1092
  - [PR #44691: Fix Qwen3.5 num_labels not propagated to text_config](https://github.com/huggingface/transformers/pull/44691) — closed
1093
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1094
  ### `s-zx`
1095
 
1096
  - profile: [github.com/s-zx](https://github.com/s-zx)
@@ -1889,29 +1913,6 @@ Example artifacts:
1889
  - [PR #45354: fix gemma4 gradient accumulation loss and last token incorrect labels](https://github.com/huggingface/transformers/pull/45354) — closed, merged
1890
  - [PR #44473: fix FSDP loading with meta devices](https://github.com/huggingface/transformers/pull/44473) — closed, merged
1891
 
1892
- ### `jashshah999`
1893
-
1894
- - profile: [github.com/jashshah999](https://github.com/jashshah999)
1895
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajashshah999)
1896
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajashshah999)
1897
- - repo first seen: `2026-02-25T22:23:20Z`
1898
- - repo last seen: `2026-05-04T17:50:00Z`
1899
- - first seen in snapshot: **no**
1900
- - repo association: **CONTRIBUTOR**
1901
- - repo primary artifacts: **7**
1902
- - snapshot authored PRs/issues: **7 PRs / 0 issues**
1903
- - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
1904
- - account age: **2570 days**
1905
- - recent public PR activity: **54 PRs** (19 merged / 12 closed-unmerged / 23 open; merged rate **35%**, closed-unmerged rate **22%**, open rate **43%**)
1906
- - public orgs: none visible
1907
- - compact scores: follow-through **mixed**, breadth **high**, automation risk **medium**
1908
- - heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
1909
-
1910
- Example artifacts:
1911
- - [PR #45771: perf(qwen3_vl): replace Conv3d with F.linear in patch embed forward](https://github.com/huggingface/transformers/pull/45771) — closed
1912
- - [PR #45222: fix(gemma3, gemma4): default token_type_ids to zeros for text-only training](https://github.com/huggingface/transformers/pull/45222) — closed
1913
- - [PR #44316: Reduce tqdm verbosity during weight loading](https://github.com/huggingface/transformers/pull/44316) — closed
1914
-
1915
  ### `albertvillanova`
1916
 
1917
  - profile: [github.com/albertvillanova](https://github.com/albertvillanova)
@@ -2578,12 +2579,12 @@ Example artifacts:
2578
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajonghwanhyeon)
2579
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajonghwanhyeon)
2580
  - repo first seen: `2026-04-21T11:42:03Z`
2581
- - repo last seen: `2026-05-03T09:00:02Z`
2582
  - first seen in snapshot: **no**
2583
  - repo association: **CONTRIBUTOR**
2584
  - repo primary artifacts: **2**
2585
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
2586
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
2587
  - account age: **5135 days**
2588
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
2589
  - public orgs: none visible
@@ -3809,12 +3810,12 @@ Example artifacts:
3809
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asoftguy777)
3810
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asoftguy777)
3811
  - repo first seen: `2026-04-28T08:23:48Z`
3812
- - repo last seen: `2026-04-28T13:02:44Z`
3813
  - first seen in snapshot: **no**
3814
  - repo association: **FIRST_TIMER**
3815
  - repo primary artifacts: **3**
3816
  - snapshot authored PRs/issues: **1 PRs / 2 issues**
3817
- - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
3818
  - account age: **955 days**
3819
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3820
  - public orgs: none visible
@@ -6510,6 +6511,27 @@ Example artifacts:
6510
  Example artifacts:
6511
  - [PR #45472: fix(testing_utils): guard get_device_capability with torch.cuda.is_available()](https://github.com/huggingface/transformers/pull/45472) — closed
6512
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6513
  ### `kulkarni-rohan`
6514
 
6515
  - profile: [github.com/kulkarni-rohan](https://github.com/kulkarni-rohan)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260505T060044Z`
4
+ - Generated: `2026-05-05T06:01:38Z`
5
  - Activity window: `60d`
6
+ - Contributors: `358`
7
 
8
  ## Summary
9
 
 
39
  | `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
40
  | `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2626d | `2025-12-10T12:31:18Z` | 8 | 2 | strong | moderate | low | targets high-star repos |
41
  | `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
42
+ | `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2570d | `2026-02-25T22:23:20Z` | 8 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
43
  | `s-zx` | [profile](https://github.com/s-zx) | no | NONE | 2020d | `2026-03-08T19:38:00Z` | 8 | 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 |
44
  | `hkc5` | [profile](https://github.com/hkc5) | no | NONE | 973d | `2026-03-19T12:33:00Z` | 7 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
45
  | `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5681d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
 
74
  | `NielsRogge` | [profile](https://github.com/NielsRogge) | no | MEMBER | 2598d | `2022-02-21T10:02:38Z` | 15 | 3 | mixed | moderate | low | high recent PR volume |
75
  | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
76
  | `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5708d | `2024-10-17T15:17:05Z` | 8 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 
77
  | `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 |
78
  | `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 |
79
  | `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
 
285
  | `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 814d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
286
  | `Ker102` | [profile](https://github.com/Ker102) | no | NONE | 211d | `2026-03-13T13:13:58Z` | 1 | 0 | mixed | moderate | low | young account; high recent PR volume |
287
  | `kevinmalana` | [profile](https://github.com/kevinmalana) | no | NONE | 2248d | `2026-04-16T10:03:07Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
288
+ | `kuishou68` | [profile](https://github.com/kuishou68) | yes | FIRST_TIME_CONTRIBUTOR | 2457d | `2026-05-05T02:27:41Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
289
  | `kulkarni-rohan` | [profile](https://github.com/kulkarni-rohan) | no | FIRST_TIME_CONTRIBUTOR | 3161d | `2026-03-14T20:01:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
290
  | `layla1824` | [profile](https://github.com/layla1824) | no | FIRST_TIMER | 2241d | `2026-03-26T16:48:53Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
291
  | `lgeiger` | [profile](https://github.com/lgeiger) | no | CONTRIBUTOR | 3947d | `2026-04-30T12:35:42Z` | 1 | 0 | mixed | moderate | low | — |
 
1092
  - [PR #44692: fix: handle ragged input_ids in Qwen2_5_VLProcessor.apply_chat_template](https://github.com/huggingface/transformers/pull/44692) — closed
1093
  - [PR #44691: Fix Qwen3.5 num_labels not propagated to text_config](https://github.com/huggingface/transformers/pull/44691) — closed
1094
 
1095
+ ### `jashshah999`
1096
+
1097
+ - profile: [github.com/jashshah999](https://github.com/jashshah999)
1098
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajashshah999)
1099
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajashshah999)
1100
+ - repo first seen: `2026-02-25T22:23:20Z`
1101
+ - repo last seen: `2026-05-05T05:48:38Z`
1102
+ - first seen in snapshot: **no**
1103
+ - repo association: **CONTRIBUTOR**
1104
+ - repo primary artifacts: **8**
1105
+ - snapshot authored PRs/issues: **8 PRs / 0 issues**
1106
+ - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
1107
+ - account age: **2570 days**
1108
+ - recent public PR activity: **54 PRs** (19 merged / 12 closed-unmerged / 23 open; merged rate **35%**, closed-unmerged rate **22%**, open rate **43%**)
1109
+ - public orgs: none visible
1110
+ - compact scores: follow-through **mixed**, breadth **high**, automation risk **medium**
1111
+ - heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
1112
+
1113
+ Example artifacts:
1114
+ - [PR #45780: fix: per-instance cache in compile_compatible_method_lru_cache to prevent memory leak](https://github.com/huggingface/transformers/pull/45780) — open
1115
+ - [PR #45771: perf(qwen3_vl): replace Conv3d with F.linear in patch embed forward](https://github.com/huggingface/transformers/pull/45771) — closed
1116
+ - [PR #45222: fix(gemma3, gemma4): default token_type_ids to zeros for text-only training](https://github.com/huggingface/transformers/pull/45222) — closed
1117
+
1118
  ### `s-zx`
1119
 
1120
  - profile: [github.com/s-zx](https://github.com/s-zx)
 
1913
  - [PR #45354: fix gemma4 gradient accumulation loss and last token incorrect labels](https://github.com/huggingface/transformers/pull/45354) — closed, merged
1914
  - [PR #44473: fix FSDP loading with meta devices](https://github.com/huggingface/transformers/pull/44473) — closed, merged
1915
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1916
  ### `albertvillanova`
1917
 
1918
  - profile: [github.com/albertvillanova](https://github.com/albertvillanova)
 
2579
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajonghwanhyeon)
2580
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajonghwanhyeon)
2581
  - repo first seen: `2026-04-21T11:42:03Z`
2582
+ - repo last seen: `2026-05-05T00:48:26Z`
2583
  - first seen in snapshot: **no**
2584
  - repo association: **CONTRIBUTOR**
2585
  - repo primary artifacts: **2**
2586
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
2587
+ - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
2588
  - account age: **5135 days**
2589
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
2590
  - public orgs: none visible
 
3810
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asoftguy777)
3811
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asoftguy777)
3812
  - repo first seen: `2026-04-28T08:23:48Z`
3813
+ - repo last seen: `2026-05-05T05:44:55Z`
3814
  - first seen in snapshot: **no**
3815
  - repo association: **FIRST_TIMER**
3816
  - repo primary artifacts: **3**
3817
  - snapshot authored PRs/issues: **1 PRs / 2 issues**
3818
+ - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
3819
  - account age: **955 days**
3820
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3821
  - public orgs: none visible
 
6511
  Example artifacts:
6512
  - [PR #45472: fix(testing_utils): guard get_device_capability with torch.cuda.is_available()](https://github.com/huggingface/transformers/pull/45472) — closed
6513
 
6514
+ ### `kuishou68`
6515
+
6516
+ - profile: [github.com/kuishou68](https://github.com/kuishou68)
6517
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akuishou68)
6518
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akuishou68)
6519
+ - repo first seen: `2026-05-05T02:27:41Z`
6520
+ - repo last seen: `2026-05-05T02:27:41Z`
6521
+ - first seen in snapshot: **yes**
6522
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
6523
+ - repo primary artifacts: **1**
6524
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
6525
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6526
+ - account age: **2457 days**
6527
+ - recent public PR activity: **177 PRs** (62 merged / 41 closed-unmerged / 74 open; merged rate **35%**, closed-unmerged rate **23%**, open rate **42%**)
6528
+ - public orgs: none visible
6529
+ - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
6530
+ - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
6531
+
6532
+ Example artifacts:
6533
+ - [PR #45778: fix(testing): use worker-specific captured_info files for pytest-xdist compatibility](https://github.com/huggingface/transformers/pull/45778) — open
6534
+
6535
  ### `kulkarni-rohan`
6536
 
6537
  - profile: [github.com/kulkarni-rohan](https://github.com/kulkarni-rohan)
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