evalstate HF Staff commited on
Commit
00bc147
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1 Parent(s): 5a040fa

Refresh transformers dataset snapshot 20260605T060128Z

Browse files
README.md CHANGED
@@ -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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new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260605T000034Z`
4
- - Generated: `2026-06-05T00:01:09Z`
5
  - Activity window: `60d`
6
- - Contributors: `355`
7
 
8
  ## Summary
9
 
@@ -63,6 +63,7 @@
63
  | `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | no | NONE | 87d | `2026-05-15T10:01:57Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
64
  | `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
65
  | `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
 
66
  | `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
67
  | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 3 | 0 | mixed | low | low | — |
68
  | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -95,7 +96,6 @@
95
  | `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
96
  | `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-04-11T21:41:32Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
97
  | `catwell` | [profile](https://github.com/catwell) | no | FIRST_TIME_CONTRIBUTOR | 5907d | `2026-05-14T17:00:06Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
98
- | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
99
  | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
100
  | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
101
  | `Dovis01` | [profile](https://github.com/Dovis01) | no | CONTRIBUTOR | 2009d | `2026-06-02T09:04:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -109,6 +109,7 @@
109
  | `Jaeyo314` | [profile](https://github.com/Jaeyo314) | no | FIRST_TIMER | 289d | `2026-05-26T16:18:11Z` | 2 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
110
  | `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
111
  | `jonghwanhyeon` | [profile](https://github.com/jonghwanhyeon) | no | CONTRIBUTOR | 5135d | `2026-04-21T11:42:03Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
112
  | `Kaz-scr` | [profile](https://github.com/Kaz-scr) | no | FIRST_TIME_CONTRIBUTOR | 1941d | `2026-04-30T15:39:40Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
113
  | `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1632d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
114
  | `kpal002` | [profile](https://github.com/kpal002) | no | CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
@@ -187,7 +188,7 @@
187
  | `KeitaW` | [profile](https://github.com/KeitaW) | no | CONTRIBUTOR | 4241d | `2026-04-20T02:00:45Z` | 1 | 1 | mixed | moderate | low | high open PR share |
188
  | `kratos0718` | [profile](https://github.com/kratos0718) | no | NONE | 427d | `2026-05-27T07:20:35Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
189
  | `LauraGPT` | [profile](https://github.com/LauraGPT) | no | FIRST_TIME_CONTRIBUTOR | 3699d | `2026-05-24T11:07:04Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
190
- | `mjkmain` | [profile](https://github.com/mjkmain) | yes | FIRST_TIME_CONTRIBUTOR | 2071d | `2026-06-04T22:13:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
191
  | `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
192
  | `nunq` | [profile](https://github.com/nunq) | no | CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
193
  | `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
@@ -301,7 +302,7 @@
301
  | `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4429d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
302
  | `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
303
  | `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
304
- | `meatybobby` | [profile](https://github.com/meatybobby) | yes | FIRST_TIME_CONTRIBUTOR | 4220d | `2026-06-04T18:30:50Z` | 1 | 0 | weak | low | low | high open PR share |
305
  | `Melnuno` | [profile](https://github.com/Melnuno) | no | NONE | 2376d | `2026-05-05T17:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
306
  | `Mi-Jiazhi` | [profile](https://github.com/Mi-Jiazhi) | no | FIRST_TIME_CONTRIBUTOR | 2414d | `2026-06-04T14:08:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
307
  | `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -445,12 +446,12 @@ Example artifacts:
445
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
446
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
447
  - repo first seen: `2025-06-20T09:58:55Z`
448
- - repo last seen: `2026-06-04T13:59:50Z`
449
  - first seen in snapshot: **no**
450
  - repo association: **CONTRIBUTOR**
451
  - repo primary artifacts: **95**
452
  - snapshot authored PRs/issues: **91 PRs / 4 issues**
453
- - snapshot discussion activity: **79 comments / 94 reviews / 93 review comments**
454
  - account age: **3934 days**
455
  - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
456
  - public orgs: none visible
@@ -494,12 +495,12 @@ Example artifacts:
494
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
495
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
496
  - repo first seen: `2023-02-24T14:13:29Z`
497
- - repo last seen: `2026-06-04T14:26:30Z`
498
  - first seen in snapshot: **no**
499
  - repo association: **MEMBER**
500
  - repo primary artifacts: **68**
501
  - snapshot authored PRs/issues: **65 PRs / 3 issues**
502
- - snapshot discussion activity: **194 comments / 662 reviews / 1330 review comments**
503
  - account age: **2590 days**
504
  - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
505
  - public orgs: none visible
@@ -737,12 +738,12 @@ Example artifacts:
737
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
738
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
739
  - repo first seen: `2024-03-21T04:37:45Z`
740
- - repo last seen: `2026-06-04T08:54:16Z`
741
  - first seen in snapshot: **no**
742
  - repo association: **CONTRIBUTOR**
743
  - repo primary artifacts: **29**
744
  - snapshot authored PRs/issues: **25 PRs / 4 issues**
745
- - snapshot discussion activity: **51 comments / 45 reviews / 45 review comments**
746
  - account age: **1396 days**
747
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
748
  - public orgs: none visible
@@ -862,12 +863,12 @@ Example artifacts:
862
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
863
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
864
  - repo first seen: `2025-12-24T11:54:53Z`
865
- - repo last seen: `2026-06-04T08:39:11Z`
866
  - first seen in snapshot: **no**
867
  - repo association: **CONTRIBUTOR**
868
  - repo primary artifacts: **20**
869
  - snapshot authored PRs/issues: **20 PRs / 0 issues**
870
- - snapshot discussion activity: **19 comments / 57 reviews / 57 review comments**
871
  - account age: **1497 days**
872
  - recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
873
  - public orgs: none visible
@@ -1655,6 +1656,29 @@ Example artifacts:
1655
  - [PR #45989: [Llama4] Adopt `@use_experts_implementation` standard interface](https://github.com/huggingface/transformers/pull/45989) — closed
1656
  - [PR #45976: Fix `MoeTensorParalellExperts` crash for Llama4 pre-weighted MoE experts (EP support)](https://github.com/huggingface/transformers/pull/45976) — closed
1657
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1658
  ### `Prachi-kushwaha`
1659
 
1660
  - profile: [github.com/Prachi-kushwaha](https://github.com/Prachi-kushwaha)
@@ -2389,28 +2413,6 @@ Example artifacts:
2389
  - [PR #45982: no empty label when Grounding Dino detects nothing](https://github.com/huggingface/transformers/pull/45982) — open
2390
  - [PR #45980: tokenizer: decoding an empty batch returns an empty list](https://github.com/huggingface/transformers/pull/45980) — closed
2391
 
2392
- ### `curnane-lab`
2393
-
2394
- - profile: [github.com/curnane-lab](https://github.com/curnane-lab)
2395
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acurnane-lab)
2396
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acurnane-lab)
2397
- - repo first seen: `2026-04-24T15:14:11Z`
2398
- - repo last seen: `2026-05-20T09:10:32Z`
2399
- - first seen in snapshot: **no**
2400
- - repo association: **FIRST_TIME_CONTRIBUTOR**
2401
- - repo primary artifacts: **2**
2402
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
2403
- - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
2404
- - account age: **248 days**
2405
- - recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
2406
- - public orgs: none visible
2407
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
2408
- - heuristic read: **young account; high open PR share; targets high-star repos**
2409
-
2410
- Example artifacts:
2411
- - [PR #45638: Add Multi-Token Prediction (MTP) support for Qwen3.5](https://github.com/huggingface/transformers/pull/45638) — open
2412
- - [PR #45637: Add Multi-Token Prediction (MTP) support for Qwen3.5](https://github.com/huggingface/transformers/pull/45637) — closed
2413
-
2414
  ### `DatLe203`
2415
 
2416
  - profile: [github.com/DatLe203](https://github.com/DatLe203)
@@ -2698,6 +2700,28 @@ Example artifacts:
2698
  - [PR #45751: Add nvidia Conformer-CTC](https://github.com/huggingface/transformers/pull/45751) — open
2699
  - [PR #45549: fix: apply channel averaging correctly in audio feature extractors](https://github.com/huggingface/transformers/pull/45549) — open
2700
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2701
  ### `Kaz-scr`
2702
 
2703
  - profile: [github.com/Kaz-scr](https://github.com/Kaz-scr)
@@ -4462,7 +4486,7 @@ Example artifacts:
4462
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amjkmain)
4463
  - repo first seen: `2026-06-04T22:13:07Z`
4464
  - repo last seen: `2026-06-04T22:16:59Z`
4465
- - first seen in snapshot: **yes**
4466
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4467
  - repo primary artifacts: **2**
4468
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
@@ -5162,12 +5186,12 @@ Example artifacts:
5162
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aarnav-144p)
5163
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aarnav-144p)
5164
  - repo first seen: `2026-06-02T18:52:53Z`
5165
- - repo last seen: `2026-06-03T05:32:32Z`
5166
  - first seen in snapshot: **no**
5167
  - repo association: **NONE**
5168
  - repo primary artifacts: **1**
5169
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5170
- - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
5171
  - account age: **634 days**
5172
  - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
5173
  - public orgs: none visible
@@ -5267,12 +5291,12 @@ Example artifacts:
5267
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAzeezIsh)
5268
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAzeezIsh)
5269
  - repo first seen: `2026-06-04T16:46:37Z`
5270
- - repo last seen: `2026-06-04T16:46:37Z`
5271
  - first seen in snapshot: **no**
5272
  - repo association: **FIRST_TIME_CONTRIBUTOR**
5273
  - repo primary artifacts: **1**
5274
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5275
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5276
  - account age: **1650 days**
5277
  - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
5278
  - public orgs: none visible
@@ -6865,7 +6889,7 @@ Example artifacts:
6865
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ameatybobby)
6866
  - repo first seen: `2026-06-04T18:30:50Z`
6867
  - repo last seen: `2026-06-04T18:30:50Z`
6868
- - first seen in snapshot: **yes**
6869
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6870
  - repo primary artifacts: **1**
6871
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260605T060128Z`
4
+ - Generated: `2026-06-05T06:02:24Z`
5
  - Activity window: `60d`
6
+ - Contributors: `356`
7
 
8
  ## Summary
9
 
 
63
  | `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | no | NONE | 87d | `2026-05-15T10:01:57Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
64
  | `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
65
  | `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
66
+ | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 3 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
67
  | `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
68
  | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 3 | 0 | mixed | low | low | — |
69
  | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
96
  | `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
97
  | `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-04-11T21:41:32Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
98
  | `catwell` | [profile](https://github.com/catwell) | no | FIRST_TIME_CONTRIBUTOR | 5907d | `2026-05-14T17:00:06Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
99
  | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
100
  | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
101
  | `Dovis01` | [profile](https://github.com/Dovis01) | no | CONTRIBUTOR | 2009d | `2026-06-02T09:04:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
109
  | `Jaeyo314` | [profile](https://github.com/Jaeyo314) | no | FIRST_TIMER | 289d | `2026-05-26T16:18:11Z` | 2 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
110
  | `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
111
  | `jonghwanhyeon` | [profile](https://github.com/jonghwanhyeon) | no | CONTRIBUTOR | 5135d | `2026-04-21T11:42:03Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
112
+ | `JulietChinenyeDuru` | [profile](https://github.com/JulietChinenyeDuru) | yes | FIRST_TIME_CONTRIBUTOR | 357d | `2026-06-05T04:17:33Z` | 2 | 0 | weak | low | low | young account; high open PR share |
113
  | `Kaz-scr` | [profile](https://github.com/Kaz-scr) | no | FIRST_TIME_CONTRIBUTOR | 1941d | `2026-04-30T15:39:40Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
114
  | `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1632d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
115
  | `kpal002` | [profile](https://github.com/kpal002) | no | CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
 
188
  | `KeitaW` | [profile](https://github.com/KeitaW) | no | CONTRIBUTOR | 4241d | `2026-04-20T02:00:45Z` | 1 | 1 | mixed | moderate | low | high open PR share |
189
  | `kratos0718` | [profile](https://github.com/kratos0718) | no | NONE | 427d | `2026-05-27T07:20:35Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
190
  | `LauraGPT` | [profile](https://github.com/LauraGPT) | no | FIRST_TIME_CONTRIBUTOR | 3699d | `2026-05-24T11:07:04Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
191
+ | `mjkmain` | [profile](https://github.com/mjkmain) | no | FIRST_TIME_CONTRIBUTOR | 2071d | `2026-06-04T22:13:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
192
  | `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
193
  | `nunq` | [profile](https://github.com/nunq) | no | CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
194
  | `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
 
302
  | `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4429d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
303
  | `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
304
  | `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
305
+ | `meatybobby` | [profile](https://github.com/meatybobby) | no | FIRST_TIME_CONTRIBUTOR | 4220d | `2026-06-04T18:30:50Z` | 1 | 0 | weak | low | low | high open PR share |
306
  | `Melnuno` | [profile](https://github.com/Melnuno) | no | NONE | 2376d | `2026-05-05T17:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
307
  | `Mi-Jiazhi` | [profile](https://github.com/Mi-Jiazhi) | no | FIRST_TIME_CONTRIBUTOR | 2414d | `2026-06-04T14:08:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
308
  | `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
446
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
447
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
448
  - repo first seen: `2025-06-20T09:58:55Z`
449
+ - repo last seen: `2026-06-05T02:33:51Z`
450
  - first seen in snapshot: **no**
451
  - repo association: **CONTRIBUTOR**
452
  - repo primary artifacts: **95**
453
  - snapshot authored PRs/issues: **91 PRs / 4 issues**
454
+ - snapshot discussion activity: **80 comments / 95 reviews / 94 review comments**
455
  - account age: **3934 days**
456
  - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
457
  - public orgs: none visible
 
495
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
496
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
497
  - repo first seen: `2023-02-24T14:13:29Z`
498
+ - repo last seen: `2026-06-05T04:36:05Z`
499
  - first seen in snapshot: **no**
500
  - repo association: **MEMBER**
501
  - repo primary artifacts: **68**
502
  - snapshot authored PRs/issues: **65 PRs / 3 issues**
503
+ - snapshot discussion activity: **194 comments / 663 reviews / 1333 review comments**
504
  - account age: **2590 days**
505
  - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
506
  - public orgs: none visible
 
738
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
739
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
740
  - repo first seen: `2024-03-21T04:37:45Z`
741
+ - repo last seen: `2026-06-05T02:44:32Z`
742
  - first seen in snapshot: **no**
743
  - repo association: **CONTRIBUTOR**
744
  - repo primary artifacts: **29**
745
  - snapshot authored PRs/issues: **25 PRs / 4 issues**
746
+ - snapshot discussion activity: **53 comments / 45 reviews / 45 review comments**
747
  - account age: **1396 days**
748
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
749
  - public orgs: none visible
 
863
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
864
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
865
  - repo first seen: `2025-12-24T11:54:53Z`
866
+ - repo last seen: `2026-06-05T02:43:38Z`
867
  - first seen in snapshot: **no**
868
  - repo association: **CONTRIBUTOR**
869
  - repo primary artifacts: **20**
870
  - snapshot authored PRs/issues: **20 PRs / 0 issues**
871
+ - snapshot discussion activity: **19 comments / 59 reviews / 59 review comments**
872
  - account age: **1497 days**
873
  - recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
874
  - public orgs: none visible
 
1656
  - [PR #45989: [Llama4] Adopt `@use_experts_implementation` standard interface](https://github.com/huggingface/transformers/pull/45989) — closed
1657
  - [PR #45976: Fix `MoeTensorParalellExperts` crash for Llama4 pre-weighted MoE experts (EP support)](https://github.com/huggingface/transformers/pull/45976) — closed
1658
 
1659
+ ### `curnane-lab`
1660
+
1661
+ - profile: [github.com/curnane-lab](https://github.com/curnane-lab)
1662
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acurnane-lab)
1663
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acurnane-lab)
1664
+ - repo first seen: `2026-04-24T15:14:11Z`
1665
+ - repo last seen: `2026-06-05T03:00:10Z`
1666
+ - first seen in snapshot: **no**
1667
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
1668
+ - repo primary artifacts: **3**
1669
+ - snapshot authored PRs/issues: **3 PRs / 0 issues**
1670
+ - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
1671
+ - account age: **248 days**
1672
+ - recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
1673
+ - public orgs: none visible
1674
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
1675
+ - heuristic read: **young account; high open PR share; targets high-star repos**
1676
+
1677
+ Example artifacts:
1678
+ - [PR #46428: Pr 46229](https://github.com/huggingface/transformers/pull/46428) — closed
1679
+ - [PR #45638: Add Multi-Token Prediction (MTP) support for Qwen3.5](https://github.com/huggingface/transformers/pull/45638) — open
1680
+ - [PR #45637: Add Multi-Token Prediction (MTP) support for Qwen3.5](https://github.com/huggingface/transformers/pull/45637) — closed
1681
+
1682
  ### `Prachi-kushwaha`
1683
 
1684
  - profile: [github.com/Prachi-kushwaha](https://github.com/Prachi-kushwaha)
 
2413
  - [PR #45982: no empty label when Grounding Dino detects nothing](https://github.com/huggingface/transformers/pull/45982) — open
2414
  - [PR #45980: tokenizer: decoding an empty batch returns an empty list](https://github.com/huggingface/transformers/pull/45980) — closed
2415
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2416
  ### `DatLe203`
2417
 
2418
  - profile: [github.com/DatLe203](https://github.com/DatLe203)
 
2700
  - [PR #45751: Add nvidia Conformer-CTC](https://github.com/huggingface/transformers/pull/45751) — open
2701
  - [PR #45549: fix: apply channel averaging correctly in audio feature extractors](https://github.com/huggingface/transformers/pull/45549) — open
2702
 
2703
+ ### `JulietChinenyeDuru`
2704
+
2705
+ - profile: [github.com/JulietChinenyeDuru](https://github.com/JulietChinenyeDuru)
2706
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJulietChinenyeDuru)
2707
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJulietChinenyeDuru)
2708
+ - repo first seen: `2026-06-05T04:17:33Z`
2709
+ - repo last seen: `2026-06-05T04:46:40Z`
2710
+ - first seen in snapshot: **yes**
2711
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
2712
+ - repo primary artifacts: **2**
2713
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
2714
+ - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
2715
+ - account age: **357 days**
2716
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2717
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2718
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
2719
+ - heuristic read: **young account; high open PR share**
2720
+
2721
+ Example artifacts:
2722
+ - [PR #46430: docs: fix grammar in llm_tutorial.md (A LLM -> An LLM)](https://github.com/huggingface/transformers/pull/46430) — open
2723
+ - [PR #46429: docs: improve clarity of local build guidance in README](https://github.com/huggingface/transformers/pull/46429) — open
2724
+
2725
  ### `Kaz-scr`
2726
 
2727
  - profile: [github.com/Kaz-scr](https://github.com/Kaz-scr)
 
4486
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5186
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5187
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aarnav-144p)
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5291
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAzeezIsh)
5292
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAzeezIsh)
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6889
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  "src/transformers/integrations/hub_kernels.py"
 
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  "pr_numbers": [
 
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  "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
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  "shared_filenames": [
2947
  "src/transformers/modeling_utils.py"
 
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3058
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  ],
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  "shared_filenames": [
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  "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
 
3190
  {
3191
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  "concentration_similarity": 0.99,
 
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  "concentration_similarity": 1.0,
 
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  "breadth_similarity": 1.0,
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  "concentration_similarity": 0.812,
 
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  "concentration_similarity": 0.959,
 
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  "cluster_id": "pr-scope-46362-2",
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  "pr_numbers": [
 
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  "breadth_similarity": 0.84,
4587
  "concentration_similarity": 0.86,
 
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4667
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  "summary": "2 open PRs share weighted file overlap around `tests/models/nemotron_h/test_modeling_nemotron_h.py`; representative PR #45300.",
4670
  "shared_filenames": [
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  "tests/models/nemotron_h/test_modeling_nemotron_h.py"
 
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