evalstate HF Staff commited on
Commit
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1 Parent(s): 808a33a

Refresh transformers dataset snapshot 20260623T060018Z

Browse files
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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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13760
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13761
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13762
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17851
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17852
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20314
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22192
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22193
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22194
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22195
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22196
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22197
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22198
  "created_at": "2026-06-17T09:05:31Z"
new-contributors-report.md CHANGED
@@ -1,7 +1,7 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260623T000022Z`
4
- - Generated: `2026-06-23T00:01:24Z`
5
  - Activity window: `60d`
6
  - Contributors: `347`
7
 
@@ -28,7 +28,7 @@
28
  | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 28 | 0 | strong | low | low | targets high-star repos |
29
  | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 27 | 1 | mixed | low | low | high open PR share; targets high-star repos |
30
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 27 | 0 | n/a | n/a | n/a | summary unavailable |
31
- | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 25 | 14 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
32
  | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 24 | 4 | strong | low | low | — |
33
  | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 22 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
34
  | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 20 | 0 | strong | moderate | low | — |
@@ -44,8 +44,8 @@
44
  | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 10 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
45
  | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 97d | `2026-02-18T23:07:23Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread |
46
  | `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 
47
  | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 9 | 0 | mixed | moderate | low | targets high-star repos |
48
- | `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 8 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
49
  | `Incheonkirin` | [profile](https://github.com/Incheonkirin) | no | CONTRIBUTOR | 2854d | `2026-06-09T11:35:01Z` | 7 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
50
  | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 7 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
51
  | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 7 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -89,6 +89,7 @@
89
  | `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
90
  | `arnavkewalram` | [profile](https://github.com/arnavkewalram) | no | CONTRIBUTOR | 904d | `2026-06-15T15:28:55Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
91
  | `ishan-1010` | [profile](https://github.com/ishan-1010) | no | CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
92
  | `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 2 | 1 | mixed | low | low | — |
93
  | `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
94
  | `Milan-Bhimani` | [profile](https://github.com/Milan-Bhimani) | no | FIRST_TIME_CONTRIBUTOR | 823d | `2026-04-30T06:10:00Z` | 2 | 1 | mixed | low | low | many recent closed-unmerged PRs |
@@ -183,7 +184,6 @@
183
  | `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 |
184
  | `Reigenleif` | [profile](https://github.com/Reigenleif) | no | NONE | 1631d | `2026-06-06T14:24:41Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
185
  | `Sainava` | [profile](https://github.com/Sainava) | no | FIRST_TIME_CONTRIBUTOR | 865d | `2026-06-09T09:43:45Z` | 1 | 1 | mixed | moderate | low | — |
186
- | `sharmax-vikas` | [profile](https://github.com/sharmax-vikas) | no | FIRST_TIME_CONTRIBUTOR | 702d | `2026-06-18T18:50:23Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
187
  | `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
188
  | `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
189
  | `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 |
@@ -240,7 +240,7 @@
240
  | `dfgvaetyj3456356-hash` | [profile](https://github.com/dfgvaetyj3456356-hash) | no | NONE | 3d | `2026-06-01T03:10:16Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
241
  | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
242
  | `DiwanshuG` | [profile](https://github.com/DiwanshuG) | no | NONE | 1279d | `2026-05-22T10:39:02Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
243
- | `efazal` | [profile](https://github.com/efazal) | yes | CONTRIBUTOR | 475d | `2026-06-22T22:56:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
244
  | `Exile333` | [profile](https://github.com/Exile333) | no | FIRST_TIME_CONTRIBUTOR | 3582d | `2026-04-30T16:23:49Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
245
  | `fm1320` | [profile](https://github.com/fm1320) | no | FIRST_TIME_CONTRIBUTOR | 2016d | `2026-05-02T02:04:46Z` | 1 | 0 | strong | high | low | high recent PR volume; broad repo spread |
246
  | `fullyz` | [profile](https://github.com/fullyz) | no | CONTRIBUTOR | 2564d | `2026-05-11T13:43:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -254,6 +254,7 @@
254
  | `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
255
  | `Haris-bin-shakeel` | [profile](https://github.com/Haris-bin-shakeel) | no | NONE | 589d | `2026-06-08T18:36:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
256
  | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | NONE | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 
257
  | `Hasnaathussain` | [profile](https://github.com/Hasnaathussain) | no | NONE | 1426d | `2026-06-21T11:56:27Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
258
  | `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
259
  | `huzama` | [profile](https://github.com/huzama) | no | NONE | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -297,7 +298,6 @@
297
  | `NanoCode012` | [profile](https://github.com/NanoCode012) | no | CONTRIBUTOR | 4220d | `2026-06-13T06:09:47Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
298
  | `ndvbd` | [profile](https://github.com/ndvbd) | no | FIRST_TIME_CONTRIBUTOR | 5482d | `2026-06-16T08:24:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
299
  | `NicolasHug` | [profile](https://github.com/NicolasHug) | no | CONTRIBUTOR | 5321d | `2026-06-08T11:13:46Z` | 1 | 0 | strong | moderate | low | extremely high recent PR volume |
300
- | `Oneirag` | [profile](https://github.com/Oneirag) | no | FIRST_TIME_CONTRIBUTOR | 4233d | `2026-04-24T04:00:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
301
  | `onuralpszr` | [profile](https://github.com/onuralpszr) | no | CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
302
  | `petecao` | [profile](https://github.com/petecao) | no | CONTRIBUTOR | 2982d | `2026-05-25T19:01:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
303
  | `PHclaw` | [profile](https://github.com/PHclaw) | no | NONE | 26d | `2026-04-29T02:08:23Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
@@ -330,7 +330,7 @@
330
  | `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
331
  | `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
332
  | `shoushinya123` | [profile](https://github.com/shoushinya123) | no | CONTRIBUTOR | 669d | `2026-06-13T11:44:09Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
333
- | `shreyescodes` | [profile](https://github.com/shreyescodes) | no | FIRST_TIME_CONTRIBUTOR | 1108d | `2026-06-17T07:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
334
  | `Shylin26` | [profile](https://github.com/Shylin26) | no | NONE | 170d | `2026-06-08T23:29:09Z` | 1 | 0 | weak | moderate | medium | young account; high open PR share |
335
  | `silencelamb` | [profile](https://github.com/silencelamb) | no | CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
336
  | `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
@@ -552,7 +552,7 @@ Example artifacts:
552
  Example artifacts:
553
  - [PR #46755: [`Kernels`] Trigger proper kernelization on `use_kernels=True`](https://github.com/huggingface/transformers/pull/46755) — closed, merged
554
  - [PR #46751: [`CI`] Fix some failures introduced by myself :grimacing: ](https://github.com/huggingface/transformers/pull/46751) — closed, merged
555
- - [PR #46729: [`CB`] Add FA2 to the fast path](https://github.com/huggingface/transformers/pull/46729) — open
556
  - [Issue #46245: [`Layer Types`] Split keys across MLP and Attentions](https://github.com/huggingface/transformers/issues/46245) — open
557
  - [Issue #40827: [`Cache`] Proper support for Linear Attention (related) caches](https://github.com/huggingface/transformers/issues/40827) — closed
558
 
@@ -610,12 +610,12 @@ Example artifacts:
610
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
611
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
612
  - repo first seen: `2025-09-11T21:27:59Z`
613
- - repo last seen: `2026-06-19T10:15:50Z`
614
  - first seen in snapshot: **no**
615
  - repo association: **MEMBER**
616
  - repo primary artifacts: **45**
617
  - snapshot authored PRs/issues: **44 PRs / 1 issues**
618
- - snapshot discussion activity: **60 comments / 167 reviews / 173 review comments**
619
  - account age: **1813 days**
620
  - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
621
  - public orgs: none visible
@@ -694,7 +694,7 @@ Example artifacts:
694
  - heuristic read: **targets high-star repos**
695
 
696
  Example artifacts:
697
- - [PR #46825: model: Add NVIDIA Canary-1B-v2 to Transformers](https://github.com/huggingface/transformers/pull/46825) — open, draft
698
  - [PR #46472: feat[vLLM x v5]: Expose max_source_positions on VibeVoiceAsrConfig](https://github.com/huggingface/transformers/pull/46472) — closed, merged
699
  - [PR #46400: fix[vLLM x v5]: Default untied embeddings in AudioFlamingo3 and VibeVoice](https://github.com/huggingface/transformers/pull/46400) — closed, merged
700
  - [Issue #45198: [BUG] Wav2Vec2 wav2vec2-lv-60-espeak-cv-ft: save_pretrained and tokenization fail](https://github.com/huggingface/transformers/issues/45198) — closed
@@ -730,12 +730,12 @@ Example artifacts:
730
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
731
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
732
  - repo first seen: `2024-03-21T04:37:45Z`
733
- - repo last seen: `2026-06-22T08:13:57Z`
734
  - first seen in snapshot: **no**
735
  - repo association: **CONTRIBUTOR**
736
  - repo primary artifacts: **32**
737
  - snapshot authored PRs/issues: **28 PRs / 4 issues**
738
- - snapshot discussion activity: **61 comments / 45 reviews / 45 review comments**
739
  - account age: **1396 days**
740
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
741
  - public orgs: none visible
@@ -792,7 +792,7 @@ Example artifacts:
792
  - heuristic read: **high open PR share; targets high-star repos**
793
 
794
  Example artifacts:
795
- - [PR #46717: Shard on read ](https://github.com/huggingface/transformers/pull/46717) — open, draft
796
  - [PR #46707: Add native FSDP2 module + migration](https://github.com/huggingface/transformers/pull/46707) — open
797
  - [PR #46706: Add native FSDP2 module and import migration](https://github.com/huggingface/transformers/pull/46706) — closed
798
  - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
@@ -827,11 +827,11 @@ Example artifacts:
827
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
828
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
829
  - repo first seen: `2024-12-13T13:39:10Z`
830
- - repo last seen: `2026-06-21T15:27:38Z`
831
  - first seen in snapshot: **no**
832
  - repo association: **MEMBER**
833
- - repo primary artifacts: **39**
834
- - snapshot authored PRs/issues: **25 PRs / 14 issues**
835
  - snapshot discussion activity: **44 comments / 52 reviews / 53 review comments**
836
  - account age: **2692 days**
837
  - recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
@@ -840,9 +840,9 @@ Example artifacts:
840
  - heuristic read: **extremely high recent PR volume; targets high-star repos**
841
 
842
  Example artifacts:
 
843
  - [PR #46204: Fix `num_items_in_batch` over-counting for causal LM losses](https://github.com/huggingface/transformers/pull/46204) — closed, merged
844
  - [PR #45930: [DeepSeek V4] Fix MoE converter substring-matching FP8 scale companions](https://github.com/huggingface/transformers/pull/45930) — closed, merged
845
- - [PR #45898: [fix] Add `fatal_error` to `ContinuousBatchingManager` so the serving layer can detect a dead CB worker](https://github.com/huggingface/transformers/pull/45898) — closed, merged
846
  - [Issue #46559: `apply_chat_template(return_assistant_tokens_mask=True)` returns an empty assistant mask for VLM processors when an image is present](https://github.com/huggingface/transformers/issues/46559) — closed
847
  - [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
848
  - [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
@@ -950,12 +950,12 @@ Example artifacts:
950
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
951
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
952
  - repo first seen: `2025-12-24T11:54:53Z`
953
- - repo last seen: `2026-06-17T18:04:27Z`
954
  - first seen in snapshot: **no**
955
  - repo association: **CONTRIBUTOR**
956
  - repo primary artifacts: **20**
957
  - snapshot authored PRs/issues: **20 PRs / 0 issues**
958
- - snapshot discussion activity: **27 comments / 103 reviews / 103 review comments**
959
  - account age: **1497 days**
960
  - recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
961
  - public orgs: none visible
@@ -1199,6 +1199,29 @@ Example artifacts:
1199
  - [PR #46113: clip_grad_norm avoid O(global_params) replication](https://github.com/huggingface/transformers/pull/46113) — open
1200
  - [PR #45994: Trainer.compute_loss: fix loss over-counting under TP and EP-as-TP](https://github.com/huggingface/transformers/pull/45994) — closed, merged
1201
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1202
  ### `zhang-prog`
1203
 
1204
  - profile: [github.com/zhang-prog](https://github.com/zhang-prog)
@@ -1222,29 +1245,6 @@ Example artifacts:
1222
  - [PR #45838: [Model] Add PP-OCRv6 Models Support](https://github.com/huggingface/transformers/pull/45838) — closed, merged
1223
  - [PR #45626: [Model] Add PP-FormulaNet Model Support](https://github.com/huggingface/transformers/pull/45626) — closed, merged
1224
 
1225
- ### `Sunt-ing`
1226
-
1227
- - profile: [github.com/Sunt-ing](https://github.com/Sunt-ing)
1228
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunt-ing)
1229
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunt-ing)
1230
- - repo first seen: `2026-06-18T09:58:22Z`
1231
- - repo last seen: `2026-06-22T14:16:50Z`
1232
- - first seen in snapshot: **no**
1233
- - repo association: **CONTRIBUTOR**
1234
- - repo primary artifacts: **8**
1235
- - snapshot authored PRs/issues: **8 PRs / 0 issues**
1236
- - snapshot discussion activity: **4 comments / 3 reviews / 3 review comments**
1237
- - account age: **2841 days**
1238
- - recent public PR activity: **52 PRs** (17 merged / 6 closed-unmerged / 29 open; merged rate **33%**, closed-unmerged rate **12%**, open rate **56%**)
1239
- - public orgs: none visible
1240
- - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
1241
- - heuristic read: **high recent PR volume; high open PR share; targets high-star repos**
1242
-
1243
- Example artifacts:
1244
- - [PR #46817: Don't pin the gated delta net norm to `cuda:0` with a hardcoded device](https://github.com/huggingface/transformers/pull/46817) — open
1245
- - [PR #46790: Fix prompt lookup decoding crash when no EOS token is configured](https://github.com/huggingface/transformers/pull/46790) — closed, merged
1246
- - [PR #46782: Fix left-padding token selection in `BioGptForSequenceClassification`](https://github.com/huggingface/transformers/pull/46782) — closed, merged
1247
-
1248
  ### `Incheonkirin`
1249
 
1250
  - profile: [github.com/Incheonkirin](https://github.com/Incheonkirin)
@@ -2257,6 +2257,30 @@ Example artifacts:
2257
  - [Issue #46552: Wav2Vec2CTCTokenizer in v5 treats the word delimiter as a special token, which leaks into get_special_tokens_mask and convert_ids_to_tokens](https://github.com/huggingface/transformers/issues/46552) — open
2258
  - [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — closed
2259
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2260
  ### `Bluear7878`
2261
 
2262
  - profile: [github.com/Bluear7878](https://github.com/Bluear7878)
@@ -3359,12 +3383,12 @@ Example artifacts:
3359
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka)
3360
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka)
3361
  - repo first seen: `2026-01-21T06:14:39Z`
3362
- - repo last seen: `2026-06-19T11:45:39Z`
3363
  - first seen in snapshot: **no**
3364
  - repo association: **CONTRIBUTOR**
3365
  - repo primary artifacts: **9**
3366
  - snapshot authored PRs/issues: **5 PRs / 4 issues**
3367
- - snapshot discussion activity: **21 comments / 4 reviews / 4 review comments**
3368
  - account age: **3900 days**
3369
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3370
  - public orgs: none visible
@@ -3646,12 +3670,12 @@ Example artifacts:
3646
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abzantium)
3647
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abzantium)
3648
  - repo first seen: `2025-09-24T07:07:47Z`
3649
- - repo last seen: `2026-06-18T01:58:03Z`
3650
  - first seen in snapshot: **no**
3651
  - repo association: **CONTRIBUTOR**
3652
  - repo primary artifacts: **3**
3653
  - snapshot authored PRs/issues: **2 PRs / 1 issues**
3654
- - snapshot discussion activity: **5 comments / 24 reviews / 24 review comments**
3655
  - account age: **3641 days**
3656
  - recent public PR activity: **51 PRs** (11 merged / 12 closed-unmerged / 28 open; merged rate **22%**, closed-unmerged rate **24%**, open rate **55%**)
3657
  - public orgs: none visible
@@ -4373,28 +4397,6 @@ Example artifacts:
4373
  - [PR #46764: Add native masked MSE loss for Sapiens2ForPoseEstimation](https://github.com/huggingface/transformers/pull/46764) — open
4374
  - [Issue #46518: Investigate training support for Sapiens2ForPoseEstimation when labels are provided](https://github.com/huggingface/transformers/issues/46518) — open
4375
 
4376
- ### `sharmax-vikas`
4377
-
4378
- - profile: [github.com/sharmax-vikas](https://github.com/sharmax-vikas)
4379
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asharmax-vikas)
4380
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asharmax-vikas)
4381
- - repo first seen: `2026-06-18T18:50:23Z`
4382
- - repo last seen: `2026-06-19T16:18:33Z`
4383
- - first seen in snapshot: **no**
4384
- - repo association: **FIRST_TIME_CONTRIBUTOR**
4385
- - repo primary artifacts: **2**
4386
- - snapshot authored PRs/issues: **1 PRs / 1 issues**
4387
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
4388
- - account age: **702 days**
4389
- - recent public PR activity: **8 PRs** (0 merged / 1 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **12%**, open rate **88%**)
4390
- - public orgs: none visible
4391
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
4392
- - heuristic read: **high open PR share; targets high-star repos**
4393
-
4394
- Example artifacts:
4395
- - [PR #46753: fix: raise `ValueError` for empty conversation in `apply_chat_template`](https://github.com/huggingface/transformers/pull/46753) — open
4396
- - [Issue #46752: `apply_chat_template` crashes with `IndexError` when passed an empty list](https://github.com/huggingface/transformers/issues/46752) — closed
4397
-
4398
  ### `shubhammr21`
4399
 
4400
  - profile: [github.com/shubhammr21](https://github.com/shubhammr21)
@@ -5580,7 +5582,7 @@ Example artifacts:
5580
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aefazal)
5581
  - repo first seen: `2026-06-22T22:56:50Z`
5582
  - repo last seen: `2026-06-22T22:56:50Z`
5583
- - first seen in snapshot: **yes**
5584
  - repo association: **CONTRIBUTOR**
5585
  - repo primary artifacts: **1**
5586
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -5867,6 +5869,27 @@ Example artifacts:
5867
  Example artifacts:
5868
  - [PR #45863: fix: add HF_USE_MLX opt-out for MLX detection](https://github.com/huggingface/transformers/pull/45863) — closed
5869
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5870
  ### `Hasnaathussain`
5871
 
5872
  - profile: [github.com/Hasnaathussain](https://github.com/Hasnaathussain)
@@ -6770,27 +6793,6 @@ Example artifacts:
6770
  Example artifacts:
6771
  - [PR #46496: Use torchvision's native LANCZOS interpolation instead of PIL fallback](https://github.com/huggingface/transformers/pull/46496) — closed, merged
6772
 
6773
- ### `Oneirag`
6774
-
6775
- - profile: [github.com/Oneirag](https://github.com/Oneirag)
6776
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AOneirag)
6777
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AOneirag)
6778
- - repo first seen: `2026-04-24T04:00:01Z`
6779
- - repo last seen: `2026-04-24T04:00:01Z`
6780
- - first seen in snapshot: **no**
6781
- - repo association: **FIRST_TIME_CONTRIBUTOR**
6782
- - repo primary artifacts: **1**
6783
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
6784
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6785
- - account age: **4233 days**
6786
- - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
6787
- - public orgs: none visible
6788
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
6789
- - heuristic read: **high open PR share; targets high-star repos**
6790
-
6791
- Example artifacts:
6792
- - [PR #45614: Add missing requests dependency to transformers[serving]](https://github.com/huggingface/transformers/pull/45614) — open
6793
-
6794
  ### `onuralpszr`
6795
 
6796
  - profile: [github.com/onuralpszr](https://github.com/onuralpszr)
@@ -7471,7 +7473,7 @@ Example artifacts:
7471
  - repo first seen: `2026-06-17T07:30:01Z`
7472
  - repo last seen: `2026-06-19T10:08:59Z`
7473
  - first seen in snapshot: **no**
7474
- - repo association: **FIRST_TIME_CONTRIBUTOR**
7475
  - repo primary artifacts: **1**
7476
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
7477
  - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
@@ -7482,7 +7484,7 @@ Example artifacts:
7482
  - heuristic read: **high open PR share; targets high-star repos**
7483
 
7484
  Example artifacts:
7485
- - [PR #46714: Fix busy-waiting issue in ContinuousBatchingManager.get_result (#46516)](https://github.com/huggingface/transformers/pull/46714) — open
7486
 
7487
  ### `Shylin26`
7488
 
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260623T060018Z`
4
+ - Generated: `2026-06-23T06:01:29Z`
5
  - Activity window: `60d`
6
  - Contributors: `347`
7
 
 
28
  | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 28 | 0 | strong | low | low | targets high-star repos |
29
  | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 27 | 1 | mixed | low | low | high open PR share; targets high-star repos |
30
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 27 | 0 | n/a | n/a | n/a | summary unavailable |
31
+ | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 26 | 14 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
32
  | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 24 | 4 | strong | low | low | — |
33
  | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 22 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
34
  | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 20 | 0 | strong | moderate | low | — |
 
44
  | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 10 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
45
  | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 97d | `2026-02-18T23:07:23Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread |
46
  | `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
47
+ | `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 9 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
48
  | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 9 | 0 | mixed | moderate | low | targets high-star repos |
 
49
  | `Incheonkirin` | [profile](https://github.com/Incheonkirin) | no | CONTRIBUTOR | 2854d | `2026-06-09T11:35:01Z` | 7 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
50
  | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 7 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
51
  | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 7 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 
89
  | `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
90
  | `arnavkewalram` | [profile](https://github.com/arnavkewalram) | no | CONTRIBUTOR | 904d | `2026-06-15T15:28:55Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
91
  | `ishan-1010` | [profile](https://github.com/ishan-1010) | no | CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
92
+ | `sharmax-vikas` | [profile](https://github.com/sharmax-vikas) | no | FIRST_TIME_CONTRIBUTOR | 702d | `2026-06-18T18:50:23Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
93
  | `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 2 | 1 | mixed | low | low | — |
94
  | `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
95
  | `Milan-Bhimani` | [profile](https://github.com/Milan-Bhimani) | no | FIRST_TIME_CONTRIBUTOR | 823d | `2026-04-30T06:10:00Z` | 2 | 1 | mixed | low | low | many recent closed-unmerged PRs |
 
184
  | `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 |
185
  | `Reigenleif` | [profile](https://github.com/Reigenleif) | no | NONE | 1631d | `2026-06-06T14:24:41Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
186
  | `Sainava` | [profile](https://github.com/Sainava) | no | FIRST_TIME_CONTRIBUTOR | 865d | `2026-06-09T09:43:45Z` | 1 | 1 | mixed | moderate | low | — |
 
187
  | `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
188
  | `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
189
  | `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 |
 
240
  | `dfgvaetyj3456356-hash` | [profile](https://github.com/dfgvaetyj3456356-hash) | no | NONE | 3d | `2026-06-01T03:10:16Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
241
  | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
242
  | `DiwanshuG` | [profile](https://github.com/DiwanshuG) | no | NONE | 1279d | `2026-05-22T10:39:02Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
243
+ | `efazal` | [profile](https://github.com/efazal) | no | CONTRIBUTOR | 475d | `2026-06-22T22:56:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
244
  | `Exile333` | [profile](https://github.com/Exile333) | no | FIRST_TIME_CONTRIBUTOR | 3582d | `2026-04-30T16:23:49Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
245
  | `fm1320` | [profile](https://github.com/fm1320) | no | FIRST_TIME_CONTRIBUTOR | 2016d | `2026-05-02T02:04:46Z` | 1 | 0 | strong | high | low | high recent PR volume; broad repo spread |
246
  | `fullyz` | [profile](https://github.com/fullyz) | no | CONTRIBUTOR | 2564d | `2026-05-11T13:43:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
254
  | `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
255
  | `Haris-bin-shakeel` | [profile](https://github.com/Haris-bin-shakeel) | no | NONE | 589d | `2026-06-08T18:36:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
256
  | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | NONE | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
257
+ | `hashwnath` | [profile](https://github.com/hashwnath) | yes | FIRST_TIME_CONTRIBUTOR | 2510d | `2026-06-23T04:36:24Z` | 1 | 0 | mixed | high | low | broad repo spread; high open PR share |
258
  | `Hasnaathussain` | [profile](https://github.com/Hasnaathussain) | no | NONE | 1426d | `2026-06-21T11:56:27Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
259
  | `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
260
  | `huzama` | [profile](https://github.com/huzama) | no | NONE | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
298
  | `NanoCode012` | [profile](https://github.com/NanoCode012) | no | CONTRIBUTOR | 4220d | `2026-06-13T06:09:47Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
299
  | `ndvbd` | [profile](https://github.com/ndvbd) | no | FIRST_TIME_CONTRIBUTOR | 5482d | `2026-06-16T08:24:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
300
  | `NicolasHug` | [profile](https://github.com/NicolasHug) | no | CONTRIBUTOR | 5321d | `2026-06-08T11:13:46Z` | 1 | 0 | strong | moderate | low | extremely high recent PR volume |
 
301
  | `onuralpszr` | [profile](https://github.com/onuralpszr) | no | CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
302
  | `petecao` | [profile](https://github.com/petecao) | no | CONTRIBUTOR | 2982d | `2026-05-25T19:01:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
303
  | `PHclaw` | [profile](https://github.com/PHclaw) | no | NONE | 26d | `2026-04-29T02:08:23Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 
330
  | `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
331
  | `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
332
  | `shoushinya123` | [profile](https://github.com/shoushinya123) | no | CONTRIBUTOR | 669d | `2026-06-13T11:44:09Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
333
+ | `shreyescodes` | [profile](https://github.com/shreyescodes) | no | NONE | 1108d | `2026-06-17T07:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
334
  | `Shylin26` | [profile](https://github.com/Shylin26) | no | NONE | 170d | `2026-06-08T23:29:09Z` | 1 | 0 | weak | moderate | medium | young account; high open PR share |
335
  | `silencelamb` | [profile](https://github.com/silencelamb) | no | CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
336
  | `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
 
552
  Example artifacts:
553
  - [PR #46755: [`Kernels`] Trigger proper kernelization on `use_kernels=True`](https://github.com/huggingface/transformers/pull/46755) — closed, merged
554
  - [PR #46751: [`CI`] Fix some failures introduced by myself :grimacing: ](https://github.com/huggingface/transformers/pull/46751) — closed, merged
555
+ - [PR #46729: [`CB`] Add FA2 to the fast path](https://github.com/huggingface/transformers/pull/46729) — closed, merged
556
  - [Issue #46245: [`Layer Types`] Split keys across MLP and Attentions](https://github.com/huggingface/transformers/issues/46245) — open
557
  - [Issue #40827: [`Cache`] Proper support for Linear Attention (related) caches](https://github.com/huggingface/transformers/issues/40827) — closed
558
 
 
610
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
611
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
612
  - repo first seen: `2025-09-11T21:27:59Z`
613
+ - repo last seen: `2026-06-23T02:13:26Z`
614
  - first seen in snapshot: **no**
615
  - repo association: **MEMBER**
616
  - repo primary artifacts: **45**
617
  - snapshot authored PRs/issues: **44 PRs / 1 issues**
618
+ - snapshot discussion activity: **62 comments / 168 reviews / 173 review comments**
619
  - account age: **1813 days**
620
  - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
621
  - public orgs: none visible
 
694
  - heuristic read: **targets high-star repos**
695
 
696
  Example artifacts:
697
+ - [PR #46825: model: Add NVIDIA Canary-1B-v2 to Transformers](https://github.com/huggingface/transformers/pull/46825) — open
698
  - [PR #46472: feat[vLLM x v5]: Expose max_source_positions on VibeVoiceAsrConfig](https://github.com/huggingface/transformers/pull/46472) — closed, merged
699
  - [PR #46400: fix[vLLM x v5]: Default untied embeddings in AudioFlamingo3 and VibeVoice](https://github.com/huggingface/transformers/pull/46400) — closed, merged
700
  - [Issue #45198: [BUG] Wav2Vec2 wav2vec2-lv-60-espeak-cv-ft: save_pretrained and tokenization fail](https://github.com/huggingface/transformers/issues/45198) — closed
 
730
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
731
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
732
  - repo first seen: `2024-03-21T04:37:45Z`
733
+ - repo last seen: `2026-06-23T02:12:28Z`
734
  - first seen in snapshot: **no**
735
  - repo association: **CONTRIBUTOR**
736
  - repo primary artifacts: **32**
737
  - snapshot authored PRs/issues: **28 PRs / 4 issues**
738
+ - snapshot discussion activity: **62 comments / 45 reviews / 45 review comments**
739
  - account age: **1396 days**
740
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
741
  - public orgs: none visible
 
792
  - heuristic read: **high open PR share; targets high-star repos**
793
 
794
  Example artifacts:
795
+ - [PR #46717: Shard on read ](https://github.com/huggingface/transformers/pull/46717) — open
796
  - [PR #46707: Add native FSDP2 module + migration](https://github.com/huggingface/transformers/pull/46707) — open
797
  - [PR #46706: Add native FSDP2 module and import migration](https://github.com/huggingface/transformers/pull/46706) — closed
798
  - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
 
827
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
828
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
829
  - repo first seen: `2024-12-13T13:39:10Z`
830
+ - repo last seen: `2026-06-23T03:25:09Z`
831
  - first seen in snapshot: **no**
832
  - repo association: **MEMBER**
833
+ - repo primary artifacts: **40**
834
+ - snapshot authored PRs/issues: **26 PRs / 14 issues**
835
  - snapshot discussion activity: **44 comments / 52 reviews / 53 review comments**
836
  - account age: **2692 days**
837
  - recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
 
840
  - heuristic read: **extremely high recent PR volume; targets high-star repos**
841
 
842
  Example artifacts:
843
+ - [PR #46827: Avoid NumPy 2.0 `__array__` copy-keyword deprecation in `create_mm_token_type_ids`](https://github.com/huggingface/transformers/pull/46827) — open
844
  - [PR #46204: Fix `num_items_in_batch` over-counting for causal LM losses](https://github.com/huggingface/transformers/pull/46204) — closed, merged
845
  - [PR #45930: [DeepSeek V4] Fix MoE converter substring-matching FP8 scale companions](https://github.com/huggingface/transformers/pull/45930) — closed, merged
 
846
  - [Issue #46559: `apply_chat_template(return_assistant_tokens_mask=True)` returns an empty assistant mask for VLM processors when an image is present](https://github.com/huggingface/transformers/issues/46559) — closed
847
  - [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
848
  - [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
 
950
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
951
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
952
  - repo first seen: `2025-12-24T11:54:53Z`
953
+ - repo last seen: `2026-06-23T01:34:55Z`
954
  - first seen in snapshot: **no**
955
  - repo association: **CONTRIBUTOR**
956
  - repo primary artifacts: **20**
957
  - snapshot authored PRs/issues: **20 PRs / 0 issues**
958
+ - snapshot discussion activity: **28 comments / 103 reviews / 103 review comments**
959
  - account age: **1497 days**
960
  - recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
961
  - public orgs: none visible
 
1199
  - [PR #46113: clip_grad_norm avoid O(global_params) replication](https://github.com/huggingface/transformers/pull/46113) — open
1200
  - [PR #45994: Trainer.compute_loss: fix loss over-counting under TP and EP-as-TP](https://github.com/huggingface/transformers/pull/45994) — closed, merged
1201
 
1202
+ ### `Sunt-ing`
1203
+
1204
+ - profile: [github.com/Sunt-ing](https://github.com/Sunt-ing)
1205
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunt-ing)
1206
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunt-ing)
1207
+ - repo first seen: `2026-06-18T09:58:22Z`
1208
+ - repo last seen: `2026-06-23T05:00:10Z`
1209
+ - first seen in snapshot: **no**
1210
+ - repo association: **CONTRIBUTOR**
1211
+ - repo primary artifacts: **9**
1212
+ - snapshot authored PRs/issues: **9 PRs / 0 issues**
1213
+ - snapshot discussion activity: **5 comments / 3 reviews / 3 review comments**
1214
+ - account age: **2841 days**
1215
+ - recent public PR activity: **52 PRs** (17 merged / 6 closed-unmerged / 29 open; merged rate **33%**, closed-unmerged rate **12%**, open rate **56%**)
1216
+ - public orgs: none visible
1217
+ - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
1218
+ - heuristic read: **high recent PR volume; high open PR share; targets high-star repos**
1219
+
1220
+ Example artifacts:
1221
+ - [PR #46831: Fix garbage generation for Qwen3.5/Qwen3-Next under device_map CPU offload](https://github.com/huggingface/transformers/pull/46831) — open
1222
+ - [PR #46817: Don't pin the gated delta net norm to `cuda:0` with a hardcoded device](https://github.com/huggingface/transformers/pull/46817) — open
1223
+ - [PR #46790: Fix prompt lookup decoding crash when no EOS token is configured](https://github.com/huggingface/transformers/pull/46790) — closed, merged
1224
+
1225
  ### `zhang-prog`
1226
 
1227
  - profile: [github.com/zhang-prog](https://github.com/zhang-prog)
 
1245
  - [PR #45838: [Model] Add PP-OCRv6 Models Support](https://github.com/huggingface/transformers/pull/45838) — closed, merged
1246
  - [PR #45626: [Model] Add PP-FormulaNet Model Support](https://github.com/huggingface/transformers/pull/45626) — closed, merged
1247
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1248
  ### `Incheonkirin`
1249
 
1250
  - profile: [github.com/Incheonkirin](https://github.com/Incheonkirin)
 
2257
  - [Issue #46552: Wav2Vec2CTCTokenizer in v5 treats the word delimiter as a special token, which leaks into get_special_tokens_mask and convert_ids_to_tokens](https://github.com/huggingface/transformers/issues/46552) — open
2258
  - [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — closed
2259
 
2260
+ ### `sharmax-vikas`
2261
+
2262
+ - profile: [github.com/sharmax-vikas](https://github.com/sharmax-vikas)
2263
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asharmax-vikas)
2264
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asharmax-vikas)
2265
+ - repo first seen: `2026-06-18T18:50:23Z`
2266
+ - repo last seen: `2026-06-23T04:40:59Z`
2267
+ - first seen in snapshot: **no**
2268
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
2269
+ - repo primary artifacts: **4**
2270
+ - snapshot authored PRs/issues: **2 PRs / 2 issues**
2271
+ - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
2272
+ - account age: **702 days**
2273
+ - recent public PR activity: **8 PRs** (0 merged / 1 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **12%**, open rate **88%**)
2274
+ - public orgs: none visible
2275
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
2276
+ - heuristic read: **high open PR share; targets high-star repos**
2277
+
2278
+ Example artifacts:
2279
+ - [PR #46830: Fix VideoPrismForVideoClassification returning last_hidden_state as h…](https://github.com/huggingface/transformers/pull/46830) — open
2280
+ - [PR #46753: fix: raise `ValueError` for empty conversation in `apply_chat_template`](https://github.com/huggingface/transformers/pull/46753) — open
2281
+ - [Issue #46829: [Bug] VideoPrismForVideoClassification returns last_hidden_state tensor as hidden_states in ImageClassifierOutput](https://github.com/huggingface/transformers/issues/46829) — open
2282
+ - [Issue #46752: `apply_chat_template` crashes with `IndexError` when passed an empty list](https://github.com/huggingface/transformers/issues/46752) — closed
2283
+
2284
  ### `Bluear7878`
2285
 
2286
  - profile: [github.com/Bluear7878](https://github.com/Bluear7878)
 
3383
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka)
3384
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka)
3385
  - repo first seen: `2026-01-21T06:14:39Z`
3386
+ - repo last seen: `2026-06-23T00:44:30Z`
3387
  - first seen in snapshot: **no**
3388
  - repo association: **CONTRIBUTOR**
3389
  - repo primary artifacts: **9**
3390
  - snapshot authored PRs/issues: **5 PRs / 4 issues**
3391
+ - snapshot discussion activity: **22 comments / 4 reviews / 4 review comments**
3392
  - account age: **3900 days**
3393
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3394
  - public orgs: none visible
 
3670
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abzantium)
3671
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abzantium)
3672
  - repo first seen: `2025-09-24T07:07:47Z`
3673
+ - repo last seen: `2026-06-23T04:32:59Z`
3674
  - first seen in snapshot: **no**
3675
  - repo association: **CONTRIBUTOR**
3676
  - repo primary artifacts: **3**
3677
  - snapshot authored PRs/issues: **2 PRs / 1 issues**
3678
+ - snapshot discussion activity: **6 comments / 24 reviews / 24 review comments**
3679
  - account age: **3641 days**
3680
  - recent public PR activity: **51 PRs** (11 merged / 12 closed-unmerged / 28 open; merged rate **22%**, closed-unmerged rate **24%**, open rate **55%**)
3681
  - public orgs: none visible
 
4397
  - [PR #46764: Add native masked MSE loss for Sapiens2ForPoseEstimation](https://github.com/huggingface/transformers/pull/46764) — open
4398
  - [Issue #46518: Investigate training support for Sapiens2ForPoseEstimation when labels are provided](https://github.com/huggingface/transformers/issues/46518) — open
4399
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4400
  ### `shubhammr21`
4401
 
4402
  - profile: [github.com/shubhammr21](https://github.com/shubhammr21)
 
5582
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aefazal)
5583
  - repo first seen: `2026-06-22T22:56:50Z`
5584
  - repo last seen: `2026-06-22T22:56:50Z`
5585
+ - first seen in snapshot: **no**
5586
  - repo association: **CONTRIBUTOR**
5587
  - repo primary artifacts: **1**
5588
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
5869
  Example artifacts:
5870
  - [PR #45863: fix: add HF_USE_MLX opt-out for MLX detection](https://github.com/huggingface/transformers/pull/45863) — closed
5871
 
5872
+ ### `hashwnath`
5873
+
5874
+ - profile: [github.com/hashwnath](https://github.com/hashwnath)
5875
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahashwnath)
5876
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahashwnath)
5877
+ - repo first seen: `2026-06-23T04:36:24Z`
5878
+ - repo last seen: `2026-06-23T04:51:59Z`
5879
+ - first seen in snapshot: **yes**
5880
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
5881
+ - repo primary artifacts: **1**
5882
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
5883
+ - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
5884
+ - account age: **2510 days**
5885
+ - recent public PR activity: **14 PRs** (6 merged / 0 closed-unmerged / 8 open; merged rate **43%**, closed-unmerged rate **0%**, open rate **57%**)
5886
+ - public orgs: none visible
5887
+ - compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
5888
+ - heuristic read: **broad repo spread; high open PR share**
5889
+
5890
+ Example artifacts:
5891
+ - [PR #46828: fix: convert Tensor q_offset/kv_offset to int in flex_attention_mask](https://github.com/huggingface/transformers/pull/46828) — open
5892
+
5893
  ### `Hasnaathussain`
5894
 
5895
  - profile: [github.com/Hasnaathussain](https://github.com/Hasnaathussain)
 
6793
  Example artifacts:
6794
  - [PR #46496: Use torchvision's native LANCZOS interpolation instead of PIL fallback](https://github.com/huggingface/transformers/pull/46496) — closed, merged
6795
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6796
  ### `onuralpszr`
6797
 
6798
  - profile: [github.com/onuralpszr](https://github.com/onuralpszr)
 
7473
  - repo first seen: `2026-06-17T07:30:01Z`
7474
  - repo last seen: `2026-06-19T10:08:59Z`
7475
  - first seen in snapshot: **no**
7476
+ - repo association: **NONE**
7477
  - repo primary artifacts: **1**
7478
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
7479
  - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
 
7484
  - heuristic read: **high open PR share; targets high-star repos**
7485
 
7486
  Example artifacts:
7487
+ - [PR #46714: Fix busy-waiting issue in ContinuousBatchingManager.get_result (#46516)](https://github.com/huggingface/transformers/pull/46714) — closed
7488
 
7489
  ### `Shylin26`
7490
 
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