evalstate HF Staff commited on
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1 Parent(s): 6d931e9

Refresh transformers dataset snapshot 20260527T000053Z

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new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260526T180028Z`
4
- - Generated: `2026-05-26T18:02:52Z`
5
  - Activity window: `60d`
6
- - Contributors: `354`
7
 
8
  ## Summary
9
 
@@ -32,8 +32,8 @@
32
  | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 18 | 0 | strong | moderate | low | — |
33
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 18 | 0 | n/a | n/a | n/a | summary unavailable |
34
  | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 17 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
 
35
  | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1497d | `2025-12-24T11:54:53Z` | 17 | 0 | mixed | moderate | low | — |
36
- | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 16 | 1 | mixed | low | low | high open PR share; targets high-star repos |
37
  | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 16 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
38
  | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
39
  | `AI-Safeter` | [profile](https://github.com/AI-Safeter) | no | NONE | 0d | `2026-05-19T04:38:35Z` | 14 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -104,6 +104,7 @@
104
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105
  | `hf-dependantbot-rollout[bot]` | [profile](https://github.com/hf-dependantbot-rollout[bot]) | no | CONTRIBUTOR | ?d | `2026-05-22T09:25:47Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
106
  | `hijingsong` | [profile](https://github.com/hijingsong) | no | FIRST_TIME_CONTRIBUTOR | 24d | `2026-04-11T16:23:48Z` | 2 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 
107
  | `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 |
108
  | `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 |
109
  | `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2226d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -139,13 +140,10 @@
139
  | `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 |
140
  | `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 |
141
  | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 3 | 1 | mixed | moderate | low | — |
142
- | `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
143
  | `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 |
144
  | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
145
  | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
146
- | `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
147
  | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
148
- | `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
149
  | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2024-08-30T13:24:23Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
150
  | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
151
  | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -153,7 +151,6 @@
153
  | `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
154
  | `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
155
  | `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
156
- | `osman-akkawi` | [profile](https://github.com/osman-akkawi) | no | NONE | 825d | `2026-03-27T17:04:14Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
157
  | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
158
  | `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
159
  | `zvik` | [profile](https://github.com/zvik) | no | FIRST_TIME_CONTRIBUTOR | 4383d | `2026-03-03T07:50:39Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
@@ -173,7 +170,6 @@
173
  | `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 |
174
  | `earino` | [profile](https://github.com/earino) | no | CONTRIBUTOR | 6609d | `2026-04-20T10:22:03Z` | 1 | 1 | strong | moderate | low | — |
175
  | `florian6973` | [profile](https://github.com/florian6973) | no | CONTRIBUTOR | 2050d | `2026-04-07T23:31:43Z` | 1 | 1 | strong | low | low | targets high-star repos |
176
- | `Fr0do` | [profile](https://github.com/Fr0do) | no | CONTRIBUTOR | 3916d | `2026-03-27T19:19:16Z` | 1 | 1 | mixed | low | low | — |
177
  | `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 |
178
  | `HanFa` | [profile](https://github.com/HanFa) | no | CONTRIBUTOR | 3537d | `2026-03-29T04:06:21Z` | 1 | 1 | mixed | low | low | targets high-star repos |
179
  | `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 1 | 1 | mixed | moderate | low | no visible non-self stars |
@@ -194,7 +190,6 @@
194
  | `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
195
  | `1fanwang` | [profile](https://github.com/1fanwang) | no | FIRST_TIME_CONTRIBUTOR | 3545d | `2026-05-12T13:51:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
196
  | `aaronmjz` | [profile](https://github.com/aaronmjz) | no | FIRST_TIMER | 1072d | `2026-05-10T17:17:58Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
197
- | `aarushisingh04` | [profile](https://github.com/aarushisingh04) | no | CONTRIBUTOR | 1351d | `2026-03-27T18:26:03Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
198
  | `abcd1927` | [profile](https://github.com/abcd1927) | no | CONTRIBUTOR | 2561d | `2026-05-18T08:06:44Z` | 1 | 0 | strong | low | low | targets high-star repos |
199
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200
  | `abhiprd200` | [profile](https://github.com/abhiprd200) | no | FIRST_TIMER | 42d | `2026-04-24T18:01:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -268,7 +263,6 @@
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  | `igordertigor` | [profile](https://github.com/igordertigor) | no | CONTRIBUTOR | 5665d | `2026-05-12T19:17:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
269
  | `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 1 | 0 | strong | low | low | high recent PR volume |
270
  | `JAE0Y2N` | [profile](https://github.com/JAE0Y2N) | no | NONE | 877d | `2026-05-20T11:02:07Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
271
- | `Jaeyo314` | [profile](https://github.com/Jaeyo314) | yes | FIRST_TIMER | 289d | `2026-05-26T16:18:11Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
272
  | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
273
  | `jankipatel20` | [profile](https://github.com/jankipatel20) | no | NONE | 1001d | `2026-05-25T08:25:28Z` | 1 | 0 | strong | low | low | — |
274
  | `jIab-b` | [profile](https://github.com/jIab-b) | no | NONE | 580d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -544,12 +538,12 @@ Example artifacts:
544
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
545
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
546
  - repo first seen: `2025-08-26T12:13:50Z`
547
- - repo last seen: `2026-05-26T18:02:12Z`
548
  - first seen in snapshot: **no**
549
  - repo association: **MEMBER**
550
  - repo primary artifacts: **47**
551
  - snapshot authored PRs/issues: **46 PRs / 1 issues**
552
- - snapshot discussion activity: **574 comments / 1027 reviews / 4289 review comments**
553
  - account age: **1991 days**
554
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
555
  - public orgs: none visible
@@ -928,6 +922,30 @@ Example artifacts:
928
  - [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
929
  - [Issue #42738: BERT-like models with RoPE](https://github.com/huggingface/transformers/issues/42738) — open
930
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
931
  ### `YangKai0616`
932
 
933
  - profile: [github.com/YangKai0616](https://github.com/YangKai0616)
@@ -951,30 +969,6 @@ Example artifacts:
951
  - [PR #46196: [SeamlessM4T/v2] Support attn_implementation=sdpa dispatch](https://github.com/huggingface/transformers/pull/46196) — open
952
  - [PR #46154: [T5] Support attn_implementation=sdpa dispatch](https://github.com/huggingface/transformers/pull/46154) — open
953
 
954
- ### `3outeille`
955
-
956
- - profile: [github.com/3outeille](https://github.com/3outeille)
957
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille)
958
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille)
959
- - repo first seen: `2025-11-26T16:58:10Z`
960
- - repo last seen: `2026-05-26T17:57:47Z`
961
- - first seen in snapshot: **no**
962
- - repo association: **MEMBER**
963
- - repo primary artifacts: **17**
964
- - snapshot authored PRs/issues: **16 PRs / 1 issues**
965
- - snapshot discussion activity: **29 comments / 96 reviews / 99 review comments**
966
- - account age: **2625 days**
967
- - recent public PR activity: **9 PRs** (4 merged / 0 closed-unmerged / 5 open; merged rate **44%**, closed-unmerged rate **0%**, open rate **56%**)
968
- - public orgs: `huggingface`
969
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
970
- - heuristic read: **high open PR share; targets high-star repos**
971
-
972
- Example artifacts:
973
- - [PR #46104: add inference mode for TP](https://github.com/huggingface/transformers/pull/46104) — open
974
- - [PR #46102: init FSDP through from_pretrained](https://github.com/huggingface/transformers/pull/46102) — open
975
- - [PR #46099: Sequence Parallel injection as a class](https://github.com/huggingface/transformers/pull/46099) — open
976
- - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
977
-
978
  ### `kashif`
979
 
980
  - profile: [github.com/kashif](https://github.com/kashif)
@@ -2594,6 +2588,28 @@ Example artifacts:
2594
  - [PR #45379: fix(config): add deepstack_visual_indexes to Qwen3_5MoeVisionConfig](https://github.com/huggingface/transformers/pull/45379) — open
2595
  - [PR #45378: fix(mistral): guard ReasoningEffort import for older mistral_common versions](https://github.com/huggingface/transformers/pull/45378) — open
2596
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2597
  ### `Jeevang1-epic`
2598
 
2599
  - profile: [github.com/Jeevang1-epic](https://github.com/Jeevang1-epic)
@@ -3382,29 +3398,6 @@ Example artifacts:
3382
  - [PR #43442: add trackio to training notebooks](https://github.com/huggingface/transformers/pull/43442) — closed, merged
3383
  - [Issue #41950: video-classification pipeline looks for image processors](https://github.com/huggingface/transformers/issues/41950) — open
3384
 
3385
- ### `Aravind-11`
3386
-
3387
- - profile: [github.com/Aravind-11](https://github.com/Aravind-11)
3388
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAravind-11)
3389
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAravind-11)
3390
- - repo first seen: `2025-11-10T23:38:23Z`
3391
- - repo last seen: `2026-04-22T18:57:03Z`
3392
- - first seen in snapshot: **no**
3393
- - repo association: **CONTRIBUTOR**
3394
- - repo primary artifacts: **3**
3395
- - snapshot authored PRs/issues: **3 PRs / 0 issues**
3396
- - snapshot discussion activity: **26 comments / 14 reviews / 14 review comments**
3397
- - account age: **2804 days**
3398
- - recent public PR activity: **6 PRs** (4 merged / 0 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
3399
- - public orgs: none visible
3400
- - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
3401
- - heuristic read: **—**
3402
-
3403
- Example artifacts:
3404
- - [PR #45073: Refactor OwlViT to modular Transformers](https://github.com/huggingface/transformers/pull/45073) — open
3405
- - [PR #42497: Add `skip_post_init` flag](https://github.com/huggingface/transformers/pull/42497) — closed, draft
3406
- - [PR #42136: Sdpa for owlvit](https://github.com/huggingface/transformers/pull/42136) — closed, merged
3407
-
3408
  ### `khushali9`
3409
 
3410
  - profile: [github.com/khushali9](https://github.com/khushali9)
@@ -3475,29 +3468,6 @@ Example artifacts:
3475
  - [PR #41116: Add MiniCPM3](https://github.com/huggingface/transformers/pull/41116) — open
3476
  - [Issue #41115: Add Model Architecture for MiniCPM3](https://github.com/huggingface/transformers/issues/41115) — open
3477
 
3478
- ### `thisisiron`
3479
-
3480
- - profile: [github.com/thisisiron](https://github.com/thisisiron)
3481
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Athisisiron)
3482
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Athisisiron)
3483
- - repo first seen: `2025-08-20T15:17:54Z`
3484
- - repo last seen: `2026-05-26T12:04:14Z`
3485
- - first seen in snapshot: **no**
3486
- - repo association: **CONTRIBUTOR**
3487
- - repo primary artifacts: **3**
3488
- - snapshot authored PRs/issues: **2 PRs / 1 issues**
3489
- - snapshot discussion activity: **9 comments / 31 reviews / 31 review comments**
3490
- - account age: **3447 days**
3491
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3492
- - public orgs: `ai-rush-2019`, `bcaitech1`, `ml-zip`
3493
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
3494
- - heuristic read: **high open PR share; targets high-star repos**
3495
-
3496
- Example artifacts:
3497
- - [PR #45075: Add Deepseek-OCR-2 model](https://github.com/huggingface/transformers/pull/45075) — open
3498
- - [PR #40321: [WIP] Add Ovis2.5 ](https://github.com/huggingface/transformers/pull/40321) — closed
3499
- - [Issue #45177: add DeepSeek-OCR2](https://github.com/huggingface/transformers/issues/45177) — closed
3500
-
3501
  ### `burtenshaw`
3502
 
3503
  - profile: [github.com/burtenshaw](https://github.com/burtenshaw)
@@ -3520,28 +3490,6 @@ Example artifacts:
3520
  - [PR #45365: Refactor GPT-J output tracing to use standardized decorators](https://github.com/huggingface/transformers/pull/45365) — closed
3521
  - [PR #44411: Update agentic contributions guidelines in AGENTS.md to force yielding.](https://github.com/huggingface/transformers/pull/44411) — closed, merged
3522
 
3523
- ### `dagecko`
3524
-
3525
- - profile: [github.com/dagecko](https://github.com/dagecko)
3526
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adagecko)
3527
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adagecko)
3528
- - repo first seen: `2026-03-26T06:19:29Z`
3529
- - repo last seen: `2026-03-27T22:20:57Z`
3530
- - first seen in snapshot: **no**
3531
- - repo association: **FIRST_TIME_CONTRIBUTOR**
3532
- - repo primary artifacts: **2**
3533
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
3534
- - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
3535
- - account age: **4479 days**
3536
- - recent public PR activity: **301 PRs** (33 merged / 186 closed-unmerged / 82 open; merged rate **11%**, closed-unmerged rate **62%**, open rate **27%**)
3537
- - public orgs: none visible
3538
- - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
3539
- - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
3540
-
3541
- Example artifacts:
3542
- - [PR #45077: fix: pin 50 unpinned actions to commit SHA, extract 1 secret to env var](https://github.com/huggingface/transformers/pull/45077) — open
3543
- - [PR #45010: fix: pin 69 unpinned action(s),extract 2 unsafe expression(s) to env vars](https://github.com/huggingface/transformers/pull/45010) — closed
3544
-
3545
  ### `dependabot[bot]`
3546
 
3547
  - profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
@@ -3637,12 +3585,12 @@ Example artifacts:
3637
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amatdou)
3638
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amatdou)
3639
  - repo first seen: `2026-03-26T23:00:35Z`
3640
- - repo last seen: `2026-05-20T11:40:13Z`
3641
  - first seen in snapshot: **no**
3642
  - repo association: **FIRST_TIME_CONTRIBUTOR**
3643
  - repo primary artifacts: **2**
3644
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
3645
- - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
3646
  - account age: **1502 days**
3647
  - recent public PR activity: **6 PRs** (0 merged / 3 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
3648
  - public orgs: none visible
@@ -3697,28 +3645,6 @@ Example artifacts:
3697
  - [PR #45471: Add EXAONE 4.5 implementations](https://github.com/huggingface/transformers/pull/45471) — closed, merged
3698
  - [PR #43080: Add EXAONE-MoE implementations](https://github.com/huggingface/transformers/pull/43080) — closed, merged
3699
 
3700
- ### `osman-akkawi`
3701
-
3702
- - profile: [github.com/osman-akkawi](https://github.com/osman-akkawi)
3703
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aosman-akkawi)
3704
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aosman-akkawi)
3705
- - repo first seen: `2026-03-27T17:04:14Z`
3706
- - repo last seen: `2026-03-27T20:31:59Z`
3707
- - first seen in snapshot: **no**
3708
- - repo association: **NONE**
3709
- - repo primary artifacts: **2**
3710
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
3711
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
3712
- - account age: **825 days**
3713
- - recent public PR activity: **2 PRs** (0 merged / 2 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
3714
- - public orgs: none visible
3715
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
3716
- - heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
3717
-
3718
- Example artifacts:
3719
- - [PR #45076: Osman-Level Innovations: Hardware-Aware Advisor & Selective Weight Surgery CLI](https://github.com/huggingface/transformers/pull/45076) — closed
3720
- - [PR #45066: [PR] Unique Enhancement: Transformers Model Advisor & Legacy Cleanup](https://github.com/huggingface/transformers/pull/45066) — closed
3721
-
3722
  ### `wilnn`
3723
 
3724
  - profile: [github.com/wilnn](https://github.com/wilnn)
@@ -4144,28 +4070,6 @@ Example artifacts:
4144
  - [PR #45349: Fix #45305 + add regression test GAS](https://github.com/huggingface/transformers/pull/45349) — closed, merged
4145
  - [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
4146
 
4147
- ### `Fr0do`
4148
-
4149
- - profile: [github.com/Fr0do](https://github.com/Fr0do)
4150
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AFr0do)
4151
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AFr0do)
4152
- - repo first seen: `2026-03-27T19:19:16Z`
4153
- - repo last seen: `2026-03-27T19:21:01Z`
4154
- - first seen in snapshot: **no**
4155
- - repo association: **CONTRIBUTOR**
4156
- - repo primary artifacts: **2**
4157
- - snapshot authored PRs/issues: **1 PRs / 1 issues**
4158
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
4159
- - account age: **3916 days**
4160
- - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
4161
- - public orgs: none visible
4162
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
4163
- - heuristic read: **—**
4164
-
4165
- Example artifacts:
4166
- - [PR #45069: Fix TypeError in rope validation when ignore_keys is a list](https://github.com/huggingface/transformers/pull/45069) — closed, merged
4167
- - [Issue #45068: TypeError in rope validation: set -= list when config loaded from JSON](https://github.com/huggingface/transformers/issues/45068) — closed
4168
-
4169
  ### `HallerPatrick`
4170
 
4171
  - profile: [github.com/HallerPatrick](https://github.com/HallerPatrick)
@@ -4603,27 +4507,6 @@ Example artifacts:
4603
  Example artifacts:
4604
  - [PR #45867: security: enforce weights_only=True across multiple conversion scripts](https://github.com/huggingface/transformers/pull/45867) — closed
4605
 
4606
- ### `aarushisingh04`
4607
-
4608
- - profile: [github.com/aarushisingh04](https://github.com/aarushisingh04)
4609
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aaarushisingh04)
4610
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aaarushisingh04)
4611
- - repo first seen: `2026-03-27T18:26:03Z`
4612
- - repo last seen: `2026-03-27T18:26:03Z`
4613
- - first seen in snapshot: **no**
4614
- - repo association: **CONTRIBUTOR**
4615
- - repo primary artifacts: **1**
4616
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
4617
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
4618
- - account age: **1351 days**
4619
- - recent public PR activity: **18 PRs** (5 merged / 2 closed-unmerged / 11 open; merged rate **28%**, closed-unmerged rate **11%**, open rate **61%**)
4620
- - public orgs: none visible
4621
- - compact scores: follow-through **weak**, breadth **high**, automation risk **low**
4622
- - heuristic read: **broad repo spread; high open PR share**
4623
-
4624
- Example artifacts:
4625
- - [PR #45067: feat: trainer resume_from_checkpoint support hub downloads (#43375)](https://github.com/huggingface/transformers/pull/45067) — open
4626
-
4627
  ### `abcd1927`
4628
 
4629
  - profile: [github.com/abcd1927](https://github.com/abcd1927)
@@ -6158,27 +6041,6 @@ Example artifacts:
6158
  Example artifacts:
6159
  - [PR #46118: Defensive: validate tar members in parakeet NeMo conversion (CWE-22 / Zip Slip)](https://github.com/huggingface/transformers/pull/46118) — closed
6160
 
6161
- ### `Jaeyo314`
6162
-
6163
- - profile: [github.com/Jaeyo314](https://github.com/Jaeyo314)
6164
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJaeyo314)
6165
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJaeyo314)
6166
- - repo first seen: `2026-05-26T16:18:11Z`
6167
- - repo last seen: `2026-05-26T16:18:11Z`
6168
- - first seen in snapshot: **yes**
6169
- - repo association: **FIRST_TIMER**
6170
- - repo primary artifacts: **1**
6171
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
6172
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6173
- - account age: **289 days**
6174
- - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
6175
- - public orgs: none visible
6176
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
6177
- - heuristic read: **young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
6178
-
6179
- Example artifacts:
6180
- - [PR #46223: Add files via upload](https://github.com/huggingface/transformers/pull/46223) — closed
6181
-
6182
  ### `jagwar`
6183
 
6184
  - profile: [github.com/jagwar](https://github.com/jagwar)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260527T000053Z`
4
+ - Generated: `2026-05-27T00:01:32Z`
5
  - Activity window: `60d`
6
+ - Contributors: `348`
7
 
8
  ## Summary
9
 
 
32
  | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 18 | 0 | strong | moderate | low | — |
33
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 18 | 0 | n/a | n/a | n/a | summary unavailable |
34
  | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 17 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
35
+ | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 17 | 1 | mixed | low | low | high open PR share; targets high-star repos |
36
  | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1497d | `2025-12-24T11:54:53Z` | 17 | 0 | mixed | moderate | low | — |
 
37
  | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 16 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
38
  | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
39
  | `AI-Safeter` | [profile](https://github.com/AI-Safeter) | no | NONE | 0d | `2026-05-19T04:38:35Z` | 14 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
104
  | `GitGlimpse895` | [profile](https://github.com/GitGlimpse895) | no | NONE | 5d | `2026-04-12T10:14:58Z` | 2 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
105
  | `hf-dependantbot-rollout[bot]` | [profile](https://github.com/hf-dependantbot-rollout[bot]) | no | CONTRIBUTOR | ?d | `2026-05-22T09:25:47Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
106
  | `hijingsong` | [profile](https://github.com/hijingsong) | no | FIRST_TIME_CONTRIBUTOR | 24d | `2026-04-11T16:23:48Z` | 2 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
107
+ | `Jaeyo314` | [profile](https://github.com/Jaeyo314) | no | FIRST_TIME_CONTRIBUTOR | 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 |
108
  | `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 |
109
  | `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 |
110
  | `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2226d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 
140
  | `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 |
141
  | `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 |
142
  | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 3 | 1 | mixed | moderate | low | — |
 
143
  | `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 |
144
  | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
145
  | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 
146
  | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 
147
  | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2024-08-30T13:24:23Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
148
  | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
149
  | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
151
  | `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
152
  | `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
153
  | `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
154
  | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
155
  | `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
156
  | `zvik` | [profile](https://github.com/zvik) | no | FIRST_TIME_CONTRIBUTOR | 4383d | `2026-03-03T07:50:39Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
 
170
  | `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 |
171
  | `earino` | [profile](https://github.com/earino) | no | CONTRIBUTOR | 6609d | `2026-04-20T10:22:03Z` | 1 | 1 | strong | moderate | low | — |
172
  | `florian6973` | [profile](https://github.com/florian6973) | no | CONTRIBUTOR | 2050d | `2026-04-07T23:31:43Z` | 1 | 1 | strong | low | low | targets high-star repos |
 
173
  | `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 |
174
  | `HanFa` | [profile](https://github.com/HanFa) | no | CONTRIBUTOR | 3537d | `2026-03-29T04:06:21Z` | 1 | 1 | mixed | low | low | targets high-star repos |
175
  | `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 1 | 1 | mixed | moderate | low | no visible non-self stars |
 
190
  | `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
191
  | `1fanwang` | [profile](https://github.com/1fanwang) | no | FIRST_TIME_CONTRIBUTOR | 3545d | `2026-05-12T13:51:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
192
  | `aaronmjz` | [profile](https://github.com/aaronmjz) | no | FIRST_TIMER | 1072d | `2026-05-10T17:17:58Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
193
  | `abcd1927` | [profile](https://github.com/abcd1927) | no | CONTRIBUTOR | 2561d | `2026-05-18T08:06:44Z` | 1 | 0 | strong | low | low | targets high-star repos |
194
  | `Abdeltoto` | [profile](https://github.com/Abdeltoto) | no | NONE | 265d | `2026-04-22T02:56:43Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share |
195
  | `abhiprd200` | [profile](https://github.com/abhiprd200) | no | FIRST_TIMER | 42d | `2026-04-24T18:01:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
263
  | `igordertigor` | [profile](https://github.com/igordertigor) | no | CONTRIBUTOR | 5665d | `2026-05-12T19:17:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
264
  | `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 1 | 0 | strong | low | low | high recent PR volume |
265
  | `JAE0Y2N` | [profile](https://github.com/JAE0Y2N) | no | NONE | 877d | `2026-05-20T11:02:07Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 
266
  | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
267
  | `jankipatel20` | [profile](https://github.com/jankipatel20) | no | NONE | 1001d | `2026-05-25T08:25:28Z` | 1 | 0 | strong | low | low | — |
268
  | `jIab-b` | [profile](https://github.com/jIab-b) | no | NONE | 580d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
538
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
539
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
540
  - repo first seen: `2025-08-26T12:13:50Z`
541
+ - repo last seen: `2026-05-26T18:49:12Z`
542
  - first seen in snapshot: **no**
543
  - repo association: **MEMBER**
544
  - repo primary artifacts: **47**
545
  - snapshot authored PRs/issues: **46 PRs / 1 issues**
546
+ - snapshot discussion activity: **574 comments / 1029 reviews / 4337 review comments**
547
  - account age: **1991 days**
548
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
549
  - public orgs: none visible
 
922
  - [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
923
  - [Issue #42738: BERT-like models with RoPE](https://github.com/huggingface/transformers/issues/42738) — open
924
 
925
+ ### `3outeille`
926
+
927
+ - profile: [github.com/3outeille](https://github.com/3outeille)
928
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille)
929
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille)
930
+ - repo first seen: `2025-11-26T16:58:10Z`
931
+ - repo last seen: `2026-05-26T22:59:01Z`
932
+ - first seen in snapshot: **no**
933
+ - repo association: **MEMBER**
934
+ - repo primary artifacts: **18**
935
+ - snapshot authored PRs/issues: **17 PRs / 1 issues**
936
+ - snapshot discussion activity: **30 comments / 96 reviews / 99 review comments**
937
+ - account age: **2625 days**
938
+ - recent public PR activity: **9 PRs** (4 merged / 0 closed-unmerged / 5 open; merged rate **44%**, closed-unmerged rate **0%**, open rate **56%**)
939
+ - public orgs: `huggingface`
940
+ - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
941
+ - heuristic read: **high open PR share; targets high-star repos**
942
+
943
+ Example artifacts:
944
+ - [PR #46224: separate cpu ofloadding and mixed precision tests into mocking](https://github.com/huggingface/transformers/pull/46224) — open
945
+ - [PR #46104: add inference mode for TP](https://github.com/huggingface/transformers/pull/46104) — open
946
+ - [PR #46102: init FSDP through from_pretrained](https://github.com/huggingface/transformers/pull/46102) — closed, merged
947
+ - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
948
+
949
  ### `YangKai0616`
950
 
951
  - profile: [github.com/YangKai0616](https://github.com/YangKai0616)
 
969
  - [PR #46196: [SeamlessM4T/v2] Support attn_implementation=sdpa dispatch](https://github.com/huggingface/transformers/pull/46196) — open
970
  - [PR #46154: [T5] Support attn_implementation=sdpa dispatch](https://github.com/huggingface/transformers/pull/46154) — open
971
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
972
  ### `kashif`
973
 
974
  - profile: [github.com/kashif](https://github.com/kashif)
 
2588
  - [PR #45379: fix(config): add deepstack_visual_indexes to Qwen3_5MoeVisionConfig](https://github.com/huggingface/transformers/pull/45379) — open
2589
  - [PR #45378: fix(mistral): guard ReasoningEffort import for older mistral_common versions](https://github.com/huggingface/transformers/pull/45378) — open
2590
 
2591
+ ### `Jaeyo314`
2592
+
2593
+ - profile: [github.com/Jaeyo314](https://github.com/Jaeyo314)
2594
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJaeyo314)
2595
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJaeyo314)
2596
+ - repo first seen: `2026-05-26T16:18:11Z`
2597
+ - repo last seen: `2026-05-26T21:46:31Z`
2598
+ - first seen in snapshot: **no**
2599
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
2600
+ - repo primary artifacts: **2**
2601
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
2602
+ - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
2603
+ - account age: **289 days**
2604
+ - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
2605
+ - public orgs: none visible
2606
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
2607
+ - heuristic read: **young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
2608
+
2609
+ Example artifacts:
2610
+ - [PR #46225: Add rio2 model](https://github.com/huggingface/transformers/pull/46225) — open
2611
+ - [PR #46223: Add files via upload](https://github.com/huggingface/transformers/pull/46223) — closed
2612
+
2613
  ### `Jeevang1-epic`
2614
 
2615
  - profile: [github.com/Jeevang1-epic](https://github.com/Jeevang1-epic)
 
3398
  - [PR #43442: add trackio to training notebooks](https://github.com/huggingface/transformers/pull/43442) — closed, merged
3399
  - [Issue #41950: video-classification pipeline looks for image processors](https://github.com/huggingface/transformers/issues/41950) — open
3400
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3401
  ### `khushali9`
3402
 
3403
  - profile: [github.com/khushali9](https://github.com/khushali9)
 
3468
  - [PR #41116: Add MiniCPM3](https://github.com/huggingface/transformers/pull/41116) — open
3469
  - [Issue #41115: Add Model Architecture for MiniCPM3](https://github.com/huggingface/transformers/issues/41115) — open
3470
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3471
  ### `burtenshaw`
3472
 
3473
  - profile: [github.com/burtenshaw](https://github.com/burtenshaw)
 
3490
  - [PR #45365: Refactor GPT-J output tracing to use standardized decorators](https://github.com/huggingface/transformers/pull/45365) — closed
3491
  - [PR #44411: Update agentic contributions guidelines in AGENTS.md to force yielding.](https://github.com/huggingface/transformers/pull/44411) — closed, merged
3492
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3493
  ### `dependabot[bot]`
3494
 
3495
  - profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
 
3585
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amatdou)
3586
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amatdou)
3587
  - repo first seen: `2026-03-26T23:00:35Z`
3588
+ - repo last seen: `2026-05-26T22:11:42Z`
3589
  - first seen in snapshot: **no**
3590
  - repo association: **FIRST_TIME_CONTRIBUTOR**
3591
  - repo primary artifacts: **2**
3592
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
3593
+ - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
3594
  - account age: **1502 days**
3595
  - recent public PR activity: **6 PRs** (0 merged / 3 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
3596
  - public orgs: none visible
 
3645
  - [PR #45471: Add EXAONE 4.5 implementations](https://github.com/huggingface/transformers/pull/45471) — closed, merged
3646
  - [PR #43080: Add EXAONE-MoE implementations](https://github.com/huggingface/transformers/pull/43080) — closed, merged
3647
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3648
  ### `wilnn`
3649
 
3650
  - profile: [github.com/wilnn](https://github.com/wilnn)
 
4070
  - [PR #45349: Fix #45305 + add regression test GAS](https://github.com/huggingface/transformers/pull/45349) — closed, merged
4071
  - [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
4072
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4073
  ### `HallerPatrick`
4074
 
4075
  - profile: [github.com/HallerPatrick](https://github.com/HallerPatrick)
 
4507
  Example artifacts:
4508
  - [PR #45867: security: enforce weights_only=True across multiple conversion scripts](https://github.com/huggingface/transformers/pull/45867) — closed
4509
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4510
  ### `abcd1927`
4511
 
4512
  - profile: [github.com/abcd1927](https://github.com/abcd1927)
 
6041
  Example artifacts:
6042
  - [PR #46118: Defensive: validate tar members in parakeet NeMo conversion (CWE-22 / Zip Slip)](https://github.com/huggingface/transformers/pull/46118) — closed
6043
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6044
  ### `jagwar`
6045
 
6046
  - profile: [github.com/jagwar](https://github.com/jagwar)
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