evalstate HF Staff commited on
Commit
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1 Parent(s): f29ca3a

Refresh transformers dataset snapshot 20260530T180032Z

Browse files
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  Notes:
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new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260530T120027Z`
4
- - Generated: `2026-05-30T12:00:55Z`
5
  - Activity window: `60d`
6
- - Contributors: `345`
7
 
8
  ## Summary
9
 
@@ -12,7 +12,7 @@
12
  | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 102 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
13
  | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 92 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
14
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15
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@@ -70,6 +70,7 @@
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73
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@@ -139,7 +140,6 @@
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140
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141
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- | `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
143
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  | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
145
  | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -172,7 +172,6 @@
172
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173
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175
- | `HallerPatrick` | [profile](https://github.com/HallerPatrick) | no | CONTRIBUTOR | 3474d | `2026-03-31T14:44:05Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
176
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177
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178
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@@ -278,14 +277,13 @@
278
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279
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280
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281
- | `kpal002` | [profile](https://github.com/kpal002) | yes | FIRST_TIME_CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
282
  | `kuishou68` | [profile](https://github.com/kuishou68) | no | NONE | 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 |
283
  | `lalitha2410` | [profile](https://github.com/lalitha2410) | no | FIRST_TIMER | 1043d | `2026-05-17T13:42:37Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
284
  | `lianakoleva` | [profile](https://github.com/lianakoleva) | no | NONE | 2780d | `2026-05-13T17:04:37Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
285
  | `lowzhao` | [profile](https://github.com/lowzhao) | no | CONTRIBUTOR | 3244d | `2026-04-06T08:41:40Z` | 1 | 0 | strong | low | low | targets high-star repos |
286
  | `lucaspirola` | [profile](https://github.com/lucaspirola) | no | FIRST_TIME_CONTRIBUTOR | 4682d | `2026-04-27T23:02:07Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
287
  | `lvliang-intel` | [profile](https://github.com/lvliang-intel) | no | CONTRIBUTOR | 1455d | `2026-04-17T14:12:41Z` | 1 | 0 | mixed | low | low | — |
288
- | `maanas1234` | [profile](https://github.com/maanas1234) | no | CONTRIBUTOR | 584d | `2026-03-31T17:31:37Z` | 1 | 0 | strong | low | low | targets high-star repos |
289
  | `MaciejBalaNV` | [profile](https://github.com/MaciejBalaNV) | no | FIRST_TIME_CONTRIBUTOR | 717d | `2026-05-21T19:47:46Z` | 1 | 0 | weak | moderate | low | high open PR share |
290
  | `madhav1k` | [profile](https://github.com/madhav1k) | no | FIRST_TIME_CONTRIBUTOR | 2059d | `2026-04-06T17:47:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
291
  | `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 |
@@ -293,7 +291,6 @@
293
  | `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 |
294
  | `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 |
295
  | `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 |
296
- | `mobicham` | [profile](https://github.com/mobicham) | no | CONTRIBUTOR | 2961d | `2026-03-18T20:18:41Z` | 1 | 0 | strong | moderate | low | — |
297
  | `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 |
298
  | `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 |
299
  | `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 |
@@ -438,11 +435,11 @@ Example artifacts:
438
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
439
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
440
  - repo first seen: `2025-03-31T13:54:54Z`
441
- - repo last seen: `2026-05-30T10:33:31Z`
442
  - first seen in snapshot: **no**
443
  - repo association: **MEMBER**
444
- - repo primary artifacts: **84**
445
- - snapshot authored PRs/issues: **84 PRs / 0 issues**
446
  - snapshot discussion activity: **121 comments / 215 reviews / 151 review comments**
447
  - account age: **4938 days**
448
  - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
@@ -451,9 +448,9 @@ Example artifacts:
451
  - heuristic read: **high recent PR volume; targets high-star repos**
452
 
453
  Example artifacts:
454
- - [PR #46299: Make more tests work with read-only cache](https://github.com/huggingface/transformers/pull/46299) — open
 
455
  - [PR #46276: Fix PR CI workflow cancellation condition](https://github.com/huggingface/transformers/pull/46276) — closed, merged
456
- - [PR #46250: Update a test to avoid writing to the default xet cache](https://github.com/huggingface/transformers/pull/46250) — closed, merged
457
 
458
  ### `zucchini-nlp`
459
 
@@ -1810,6 +1807,29 @@ Example artifacts:
1810
  - [PR #45628: [MistralCommonBackend] Soften validation mode and apply_chat_template arguments check](https://github.com/huggingface/transformers/pull/45628) — closed, merged
1811
  - [PR #44760: Add Mistral 4](https://github.com/huggingface/transformers/pull/44760) — closed, merged
1812
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1813
  ### `jw9603`
1814
 
1815
  - profile: [github.com/jw9603](https://github.com/jw9603)
@@ -3371,29 +3391,6 @@ Example artifacts:
3371
  - [PR #45079: Fix resized LM head weights being overwritten by post_init](https://github.com/huggingface/transformers/pull/45079) — closed, merged
3372
  - [PR #45019: Fix GraniteConfig type hints to accept int for multiplier fields](https://github.com/huggingface/transformers/pull/45019) — closed, merged
3373
 
3374
- ### `SangbumChoi`
3375
-
3376
- - profile: [github.com/SangbumChoi](https://github.com/SangbumChoi)
3377
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASangbumChoi)
3378
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASangbumChoi)
3379
- - repo first seen: `2024-06-07T00:26:26Z`
3380
- - repo last seen: `2026-05-29T16:15:21Z`
3381
- - first seen in snapshot: **no**
3382
- - repo association: **CONTRIBUTOR**
3383
- - repo primary artifacts: **4**
3384
- - snapshot authored PRs/issues: **4 PRs / 0 issues**
3385
- - snapshot discussion activity: **4 comments / 86 reviews / 105 review comments**
3386
- - account age: **3079 days**
3387
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3388
- - public orgs: none visible
3389
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
3390
- - heuristic read: **high open PR share; targets high-star repos**
3391
-
3392
- Example artifacts:
3393
- - [PR #45746: Fix link to modular transformers documentation](https://github.com/huggingface/transformers/pull/45746) — closed, merged
3394
- - [PR #43451: Add Molmo2](https://github.com/huggingface/transformers/pull/43451) — open
3395
- - [PR #43448: Add Molmo](https://github.com/huggingface/transformers/pull/43448) — open
3396
-
3397
  ### `Cursx`
3398
 
3399
  - profile: [github.com/Cursx](https://github.com/Cursx)
@@ -4111,28 +4108,6 @@ Example artifacts:
4111
  - [PR #45349: Fix #45305 + add regression test GAS](https://github.com/huggingface/transformers/pull/45349) — closed, merged
4112
  - [Issue #45305: Gradients not averaged by GAS when using DeepSpeed + model_accepts_loss_kwargs=True (Qwen3, Llama3, etc.)](https://github.com/huggingface/transformers/issues/45305) — closed
4113
 
4114
- ### `HallerPatrick`
4115
-
4116
- - profile: [github.com/HallerPatrick](https://github.com/HallerPatrick)
4117
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AHallerPatrick)
4118
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AHallerPatrick)
4119
- - repo first seen: `2026-03-31T14:44:05Z`
4120
- - repo last seen: `2026-03-31T20:19:29Z`
4121
- - first seen in snapshot: **no**
4122
- - repo association: **CONTRIBUTOR**
4123
- - repo primary artifacts: **2**
4124
- - snapshot authored PRs/issues: **1 PRs / 1 issues**
4125
- - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
4126
- - account age: **3474 days**
4127
- - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
4128
- - public orgs: none visible
4129
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
4130
- - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
4131
-
4132
- Example artifacts:
4133
- - [PR #45148: Allow for all layers in Qwen3.5 architecture to be Gated Deltanet.](https://github.com/huggingface/transformers/pull/45148) — closed
4134
- - [Issue #45146: Allow for "pure" linear attention based Qwen3.5 models](https://github.com/huggingface/transformers/issues/45146) — closed
4135
-
4136
  ### `jesperschlegel`
4137
 
4138
  - profile: [github.com/jesperschlegel](https://github.com/jesperschlegel)
@@ -4931,12 +4906,12 @@ Example artifacts:
4931
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArjunSrivastava1)
4932
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArjunSrivastava1)
4933
  - repo first seen: `2026-05-07T18:36:08Z`
4934
- - repo last seen: `2026-05-25T10:18:26Z`
4935
  - first seen in snapshot: **no**
4936
  - repo association: **CONTRIBUTOR**
4937
  - repo primary artifacts: **1**
4938
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
4939
- - snapshot discussion activity: **37 comments / 0 reviews / 0 review comments**
4940
  - account age: **430 days**
4941
  - recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
4942
  - public orgs: none visible
@@ -5141,12 +5116,12 @@ Example artifacts:
5141
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ablipbyte)
5142
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablipbyte)
5143
  - repo first seen: `2026-05-20T19:46:05Z`
5144
- - repo last seen: `2026-05-29T21:57:27Z`
5145
  - first seen in snapshot: **no**
5146
  - repo association: **FIRST_TIME_CONTRIBUTOR**
5147
  - repo primary artifacts: **1**
5148
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5149
- - snapshot discussion activity: **3 comments / 2 reviews / 2 review comments**
5150
  - account age: **2606 days**
5151
  - 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**)
5152
  - public orgs: none visible
@@ -6361,7 +6336,7 @@ Example artifacts:
6361
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akpal002)
6362
  - repo first seen: `2026-05-30T07:56:05Z`
6363
  - repo last seen: `2026-05-30T07:56:05Z`
6364
- - first seen in snapshot: **yes**
6365
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6366
  - repo primary artifacts: **1**
6367
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -6501,27 +6476,6 @@ Example artifacts:
6501
  Example artifacts:
6502
  - [PR #45494: Fix: propagate quantization_config to text sub-config for composite models in AutoModelForCausalLM](https://github.com/huggingface/transformers/pull/45494) — closed, merged
6503
 
6504
- ### `maanas1234`
6505
-
6506
- - profile: [github.com/maanas1234](https://github.com/maanas1234)
6507
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amaanas1234)
6508
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amaanas1234)
6509
- - repo first seen: `2026-03-31T17:31:37Z`
6510
- - repo last seen: `2026-03-31T17:31:37Z`
6511
- - first seen in snapshot: **no**
6512
- - repo association: **CONTRIBUTOR**
6513
- - repo primary artifacts: **1**
6514
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
6515
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6516
- - account age: **584 days**
6517
- - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
6518
- - public orgs: none visible
6519
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
6520
- - heuristic read: **targets high-star repos**
6521
-
6522
- Example artifacts:
6523
- - [PR #45150: Fix incorrect TrainingArguments example in training.md](https://github.com/huggingface/transformers/pull/45150) — closed, merged
6524
-
6525
  ### `MaciejBalaNV`
6526
 
6527
  - profile: [github.com/MaciejBalaNV](https://github.com/MaciejBalaNV)
@@ -6669,27 +6623,6 @@ Example artifacts:
6669
  Example artifacts:
6670
  - [PR #45694: Fix train_batch_size and eval_batch_size to respect split_batches config](https://github.com/huggingface/transformers/pull/45694) — open
6671
 
6672
- ### `mobicham`
6673
-
6674
- - profile: [github.com/mobicham](https://github.com/mobicham)
6675
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amobicham)
6676
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amobicham)
6677
- - repo first seen: `2026-03-18T20:18:41Z`
6678
- - repo last seen: `2026-04-07T07:34:00Z`
6679
- - first seen in snapshot: **no**
6680
- - repo association: **CONTRIBUTOR**
6681
- - repo primary artifacts: **1**
6682
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
6683
- - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
6684
- - account age: **2961 days**
6685
- - recent public PR activity: **7 PRs** (5 merged / 0 closed-unmerged / 2 open; merged rate **71%**, closed-unmerged rate **0%**, open rate **29%**)
6686
- - public orgs: none visible
6687
- - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
6688
- - heuristic read: **—**
6689
-
6690
- Example artifacts:
6691
- - [PR #45147: Fix broken HQQ support](https://github.com/huggingface/transformers/pull/45147) — open
6692
-
6693
  ### `mohamad-tohidi`
6694
 
6695
  - profile: [github.com/mohamad-tohidi](https://github.com/mohamad-tohidi)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260530T180032Z`
4
+ - Generated: `2026-05-30T18:01:07Z`
5
  - Activity window: `60d`
6
+ - Contributors: `342`
7
 
8
  ## Summary
9
 
 
12
  | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 102 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
13
  | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 92 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
14
  | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 86 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
15
+ | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 85 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
16
  | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 81 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
17
  | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 59 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
18
  | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 52 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 
70
  | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 6 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
71
  | `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2021-08-30T15:40:15Z` | 6 | 2 | mixed | low | low | targets high-star repos |
72
  | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
73
+ | `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
74
  | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
75
  | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
76
  | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 4 | 1 | mixed | moderate | low | — |
 
140
  | `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | weak | low | low | high open PR share; targets high-star repos |
141
  | `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 4 | 2 | weak | low | low | high open PR share; no visible non-self stars |
142
  | `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 |
 
143
  | `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
144
  | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
145
  | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 
172
  | `dvdimitrov13` | [profile](https://github.com/dvdimitrov13) | no | FIRST_TIME_CONTRIBUTOR | 2296d | `2026-04-24T14:56:28Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
173
  | `earino` | [profile](https://github.com/earino) | no | CONTRIBUTOR | 6609d | `2026-04-20T10:22:03Z` | 1 | 1 | strong | moderate | low | — |
174
  | `florian6973` | [profile](https://github.com/florian6973) | no | CONTRIBUTOR | 2050d | `2026-04-07T23:31:43Z` | 1 | 1 | strong | low | low | targets high-star repos |
 
175
  | `jesperschlegel` | [profile](https://github.com/jesperschlegel) | no | FIRST_TIME_CONTRIBUTOR | 3705d | `2026-04-07T17:51:38Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
176
  | `jshn9515` | [profile](https://github.com/jshn9515) | no | FIRST_TIME_CONTRIBUTOR | 214d | `2026-05-29T22:55:56Z` | 1 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
177
  | `karnakarreddi` | [profile](https://github.com/karnakarreddi) | no | NONE | 3847d | `2026-05-20T05:12:29Z` | 1 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share |
 
277
  | `kfojcik-intel` | [profile](https://github.com/kfojcik-intel) | no | FIRST_TIME_CONTRIBUTOR | 1976d | `2026-05-18T08:12:12Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
278
  | `kiankyars` | [profile](https://github.com/kiankyars) | no | NONE | 2112d | `2026-05-23T05:32:32Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
279
  | `kiwigitops` | [profile](https://github.com/kiwigitops) | no | CONTRIBUTOR | 81d | `2026-05-18T23:18:34Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
280
+ | `kpal002` | [profile](https://github.com/kpal002) | no | FIRST_TIME_CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
281
  | `kuishou68` | [profile](https://github.com/kuishou68) | no | NONE | 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 |
282
  | `lalitha2410` | [profile](https://github.com/lalitha2410) | no | FIRST_TIMER | 1043d | `2026-05-17T13:42:37Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
283
  | `lianakoleva` | [profile](https://github.com/lianakoleva) | no | NONE | 2780d | `2026-05-13T17:04:37Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
284
  | `lowzhao` | [profile](https://github.com/lowzhao) | no | CONTRIBUTOR | 3244d | `2026-04-06T08:41:40Z` | 1 | 0 | strong | low | low | targets high-star repos |
285
  | `lucaspirola` | [profile](https://github.com/lucaspirola) | no | FIRST_TIME_CONTRIBUTOR | 4682d | `2026-04-27T23:02:07Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
286
  | `lvliang-intel` | [profile](https://github.com/lvliang-intel) | no | CONTRIBUTOR | 1455d | `2026-04-17T14:12:41Z` | 1 | 0 | mixed | low | low | — |
 
287
  | `MaciejBalaNV` | [profile](https://github.com/MaciejBalaNV) | no | FIRST_TIME_CONTRIBUTOR | 717d | `2026-05-21T19:47:46Z` | 1 | 0 | weak | moderate | low | high open PR share |
288
  | `madhav1k` | [profile](https://github.com/madhav1k) | no | FIRST_TIME_CONTRIBUTOR | 2059d | `2026-04-06T17:47:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
289
  | `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 |
 
291
  | `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 |
292
  | `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 |
293
  | `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 |
 
294
  | `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 |
295
  | `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 |
296
  | `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 |
 
435
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
436
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
437
  - repo first seen: `2025-03-31T13:54:54Z`
438
+ - repo last seen: `2026-05-30T14:50:03Z`
439
  - first seen in snapshot: **no**
440
  - repo association: **MEMBER**
441
+ - repo primary artifacts: **85**
442
+ - snapshot authored PRs/issues: **85 PRs / 0 issues**
443
  - snapshot discussion activity: **121 comments / 215 reviews / 151 review comments**
444
  - account age: **4938 days**
445
  - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
 
448
  - heuristic read: **high recent PR volume; targets high-star repos**
449
 
450
  Example artifacts:
451
+ - [PR #46301: check](https://github.com/huggingface/transformers/pull/46301) — open
452
+ - [PR #46299: Make more tests work with read-only cache](https://github.com/huggingface/transformers/pull/46299) — closed, merged
453
  - [PR #46276: Fix PR CI workflow cancellation condition](https://github.com/huggingface/transformers/pull/46276) — closed, merged
 
454
 
455
  ### `zucchini-nlp`
456
 
 
1807
  - [PR #45628: [MistralCommonBackend] Soften validation mode and apply_chat_template arguments check](https://github.com/huggingface/transformers/pull/45628) — closed, merged
1808
  - [PR #44760: Add Mistral 4](https://github.com/huggingface/transformers/pull/44760) — closed, merged
1809
 
1810
+ ### `SangbumChoi`
1811
+
1812
+ - profile: [github.com/SangbumChoi](https://github.com/SangbumChoi)
1813
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASangbumChoi)
1814
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASangbumChoi)
1815
+ - repo first seen: `2024-06-07T00:26:26Z`
1816
+ - repo last seen: `2026-05-30T14:12:37Z`
1817
+ - first seen in snapshot: **no**
1818
+ - repo association: **CONTRIBUTOR**
1819
+ - repo primary artifacts: **5**
1820
+ - snapshot authored PRs/issues: **5 PRs / 0 issues**
1821
+ - snapshot discussion activity: **4 comments / 86 reviews / 105 review comments**
1822
+ - account age: **3079 days**
1823
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
1824
+ - public orgs: none visible
1825
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
1826
+ - heuristic read: **high open PR share; targets high-star repos**
1827
+
1828
+ Example artifacts:
1829
+ - [PR #46300: LocateAnything 3B](https://github.com/huggingface/transformers/pull/46300) — open
1830
+ - [PR #45746: Fix link to modular transformers documentation](https://github.com/huggingface/transformers/pull/45746) — closed, merged
1831
+ - [PR #43451: Add Molmo2](https://github.com/huggingface/transformers/pull/43451) — open
1832
+
1833
  ### `jw9603`
1834
 
1835
  - profile: [github.com/jw9603](https://github.com/jw9603)
 
3391
  - [PR #45079: Fix resized LM head weights being overwritten by post_init](https://github.com/huggingface/transformers/pull/45079) — closed, merged
3392
  - [PR #45019: Fix GraniteConfig type hints to accept int for multiplier fields](https://github.com/huggingface/transformers/pull/45019) — closed, merged
3393
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3394
  ### `Cursx`
3395
 
3396
  - profile: [github.com/Cursx](https://github.com/Cursx)
 
4108
  - [PR #45349: Fix #45305 + add regression test GAS](https://github.com/huggingface/transformers/pull/45349) — closed, merged
4109
  - [Issue #45305: Gradients not averaged by GAS when using DeepSpeed + model_accepts_loss_kwargs=True (Qwen3, Llama3, etc.)](https://github.com/huggingface/transformers/issues/45305) — closed
4110
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4111
  ### `jesperschlegel`
4112
 
4113
  - profile: [github.com/jesperschlegel](https://github.com/jesperschlegel)
 
4906
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArjunSrivastava1)
4907
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArjunSrivastava1)
4908
  - repo first seen: `2026-05-07T18:36:08Z`
4909
+ - repo last seen: `2026-05-30T14:15:51Z`
4910
  - first seen in snapshot: **no**
4911
  - repo association: **CONTRIBUTOR**
4912
  - repo primary artifacts: **1**
4913
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
4914
+ - snapshot discussion activity: **39 comments / 0 reviews / 0 review comments**
4915
  - account age: **430 days**
4916
  - recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
4917
  - public orgs: none visible
 
5116
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ablipbyte)
5117
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablipbyte)
5118
  - repo first seen: `2026-05-20T19:46:05Z`
5119
+ - repo last seen: `2026-05-30T15:27:18Z`
5120
  - first seen in snapshot: **no**
5121
  - repo association: **FIRST_TIME_CONTRIBUTOR**
5122
  - repo primary artifacts: **1**
5123
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5124
+ - snapshot discussion activity: **3 comments / 3 reviews / 3 review comments**
5125
  - account age: **2606 days**
5126
  - 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**)
5127
  - public orgs: none visible
 
6336
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akpal002)
6337
  - repo first seen: `2026-05-30T07:56:05Z`
6338
  - repo last seen: `2026-05-30T07:56:05Z`
6339
+ - first seen in snapshot: **no**
6340
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6341
  - repo primary artifacts: **1**
6342
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
6476
  Example artifacts:
6477
  - [PR #45494: Fix: propagate quantization_config to text sub-config for composite models in AutoModelForCausalLM](https://github.com/huggingface/transformers/pull/45494) — closed, merged
6478
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6479
  ### `MaciejBalaNV`
6480
 
6481
  - profile: [github.com/MaciejBalaNV](https://github.com/MaciejBalaNV)
 
6623
  Example artifacts:
6624
  - [PR #45694: Fix train_batch_size and eval_batch_size to respect split_batches config](https://github.com/huggingface/transformers/pull/45694) — open
6625
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6626
  ### `mohamad-tohidi`
6627
 
6628
  - profile: [github.com/mohamad-tohidi](https://github.com/mohamad-tohidi)
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