evalstate HF Staff commited on
Commit
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1 Parent(s): 7b478df

Refresh transformers dataset snapshot 20260420T060046Z

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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new-contributors-report.md CHANGED
@@ -1,7 +1,7 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260420T000044Z`
4
- - Generated: `2026-04-20T00:01:04Z`
5
  - Activity window: `60d`
6
  - Contributors: `359`
7
 
@@ -26,6 +26,7 @@
26
  | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 19 | 0 | strong | low | low | targets high-star repos |
27
  | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
28
  | `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
29
  | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 17 | 0 | strong | low | low | targets high-star repos |
30
  | `weiguangli-io` | [profile](https://github.com/weiguangli-io) | no | CONTRIBUTOR | 2230d | `2026-02-09T02:10:15Z` | 16 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
31
  | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 15 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
@@ -39,7 +40,6 @@
39
  | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 13 | 0 | mixed | low | low | high open PR share; targets high-star repos |
40
  | `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
41
  | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 12 | 0 | strong | moderate | low | — |
42
- | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 11 | 4 | strong | moderate | low | high recent PR volume |
43
  | `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4683d | `2025-07-25T12:59:52Z` | 9 | 0 | mixed | low | low | — |
44
  | `danielalanbates` | [profile](https://github.com/danielalanbates) | no | NONE | 338d | `2026-02-21T04:32:30Z` | 8 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
45
  | `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -149,7 +149,6 @@
149
  | `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 |
150
  | `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3057d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | 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 |
152
- | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4209d | `2025-11-26T16:41:09Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
153
  | `lmaksym` | [profile](https://github.com/lmaksym) | no | FIRST_TIME_CONTRIBUTOR | 4113d | `2026-01-19T22:09:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
154
  | `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 |
155
  | `pragnyanramtha` | [profile](https://github.com/pragnyanramtha) | no | FIRST_TIME_CONTRIBUTOR | 448d | `2026-02-08T09:24:35Z` | 2 | 0 | mixed | moderate | low | — |
@@ -181,6 +180,7 @@
181
  | `jesperschlegel` | [profile](https://github.com/jesperschlegel) | no | FIRST_TIME_CONTRIBUTOR | 3705d | `2026-04-07T17:51:38Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
182
  | `jmriosal` | [profile](https://github.com/jmriosal) | no | FIRST_TIMER | 358d | `2026-02-22T20:14:10Z` | 1 | 1 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
183
  | `josh-kean` | [profile](https://github.com/josh-kean) | no | FIRST_TIME_CONTRIBUTOR | 2847d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
184
  | `lhallee` | [profile](https://github.com/lhallee) | no | CONTRIBUTOR | 2010d | `2026-02-19T21:33:16Z` | 1 | 1 | strong | moderate | low | — |
185
  | `linfeng-du` | [profile](https://github.com/linfeng-du) | no | CONTRIBUTOR | 3031d | `2026-02-27T02:57:03Z` | 1 | 1 | strong | low | low | targets high-star repos |
186
  | `m-matthias` | [profile](https://github.com/m-matthias) | no | CONTRIBUTOR | 3768d | `2026-03-19T12:56:22Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
@@ -221,11 +221,10 @@
221
  | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
222
  | `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
223
  | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
224
- | `avasis-ai` | [profile](https://github.com/avasis-ai) | no | FIRST_TIME_CONTRIBUTOR | 30d | `2026-04-18T21:48:22Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share |
225
  | `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
226
  | `balak4` | [profile](https://github.com/balak4) | no | CONTRIBUTOR | 2770d | `2026-02-25T01:40:57Z` | 1 | 0 | strong | moderate | low | — |
227
  | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
228
- | `balvisio` | [profile](https://github.com/balvisio) | no | CONTRIBUTOR | 5039d | `2026-02-19T02:58:50Z` | 1 | 0 | mixed | moderate | low | — |
229
  | `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
230
  | `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
231
  | `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | NONE | 3170d | `2026-04-11T21:41:32Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -241,6 +240,7 @@
241
  | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
242
  | `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
243
  | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3526d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos |
 
244
  | `echarlaix` | [profile](https://github.com/echarlaix) | no | MEMBER | 1863d | `2026-03-09T18:15:17Z` | 1 | 0 | mixed | moderate | low | — |
245
  | `EhteshamSid` | [profile](https://github.com/EhteshamSid) | no | NONE | 1668d | `2026-04-07T18:40:05Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars |
246
  | `ENg-122` | [profile](https://github.com/ENg-122) | no | NONE | 1764d | `2026-04-03T09:08:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -340,6 +340,7 @@
340
  | `SamArun28` | [profile](https://github.com/SamArun28) | no | NONE | 37d | `2026-03-10T09:38:29Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
341
  | `samuelleecong` | [profile](https://github.com/samuelleecong) | no | FIRST_TIME_CONTRIBUTOR | 2187d | `2026-02-19T16:31:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
342
  | `sandesh-bhandari-dev` | [profile](https://github.com/sandesh-bhandari-dev) | no | NONE | 51d | `2026-03-05T01:40:47Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 
343
  | `shaealh` | [profile](https://github.com/shaealh) | no | FIRST_TIME_CONTRIBUTOR | 70d | `2026-03-13T05:05:01Z` | 1 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
344
  | `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 931d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos |
345
  | `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
@@ -350,7 +351,6 @@
350
  | `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
351
  | `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
352
  | `tianhaocui` | [profile](https://github.com/tianhaocui) | no | FIRST_TIME_CONTRIBUTOR | 2442d | `2026-04-19T10:27:36Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
353
- | `TinderZ` | [profile](https://github.com/TinderZ) | no | CONTRIBUTOR | 750d | `2026-02-19T02:35:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
354
  | `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
355
  | `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
356
  | `vishalpatil-45` | [profile](https://github.com/vishalpatil-45) | no | NONE | 430d | `2026-02-25T08:27:32Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -377,12 +377,12 @@
377
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
378
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
379
  - repo first seen: `2025-03-19T10:58:02Z`
380
- - repo last seen: `2026-04-17T10:41:27Z`
381
  - first seen in snapshot: **no**
382
  - repo association: **MEMBER**
383
  - repo primary artifacts: **75**
384
  - snapshot authored PRs/issues: **75 PRs / 0 issues**
385
- - snapshot discussion activity: **197 comments / 273 reviews / 432 review comments**
386
  - account age: **2036 days**
387
  - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
388
  - public orgs: `huggingface`
@@ -431,7 +431,7 @@ Example artifacts:
431
  - repo association: **MEMBER**
432
  - repo primary artifacts: **72**
433
  - snapshot authored PRs/issues: **72 PRs / 0 issues**
434
- - snapshot discussion activity: **92 comments / 164 reviews / 123 review comments**
435
  - account age: **4938 days**
436
  - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
437
  - public orgs: none visible
@@ -503,7 +503,7 @@ Example artifacts:
503
  - repo association: **MEMBER**
504
  - repo primary artifacts: **45**
505
  - snapshot authored PRs/issues: **43 PRs / 2 issues**
506
- - snapshot discussion activity: **130 comments / 444 reviews / 932 review comments**
507
  - account age: **2590 days**
508
  - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
509
  - public orgs: none visible
@@ -528,7 +528,7 @@ Example artifacts:
528
  - repo association: **MEMBER**
529
  - repo primary artifacts: **42**
530
  - snapshot authored PRs/issues: **40 PRs / 2 issues**
531
- - snapshot discussion activity: **159 comments / 263 reviews / 383 review comments**
532
  - account age: **2360 days**
533
  - recent public PR activity: **35 PRs** (28 merged / 3 closed-unmerged / 4 open; merged rate **80%**, closed-unmerged rate **9%**, open rate **11%**)
534
  - public orgs: `huggingface`
@@ -576,7 +576,7 @@ Example artifacts:
576
  - repo association: **MEMBER**
577
  - repo primary artifacts: **37**
578
  - snapshot authored PRs/issues: **36 PRs / 1 issues**
579
- - snapshot discussion activity: **436 comments / 735 reviews / 3143 review comments**
580
  - account age: **1991 days**
581
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
582
  - public orgs: none visible
@@ -595,12 +595,12 @@ Example artifacts:
595
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
596
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
597
  - repo first seen: `2025-01-06T17:52:26Z`
598
- - repo last seen: `2026-04-16T16:47:29Z`
599
  - first seen in snapshot: **no**
600
  - repo association: **MEMBER**
601
  - repo primary artifacts: **35**
602
  - snapshot authored PRs/issues: **34 PRs / 1 issues**
603
- - snapshot discussion activity: **25 comments / 102 reviews / 143 review comments**
604
  - account age: **2296 days**
605
  - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
606
  - public orgs: `huggingface`
@@ -619,12 +619,12 @@ Example artifacts:
619
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharshaljanjani)
620
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharshaljanjani)
621
  - repo first seen: `2025-09-17T20:29:13Z`
622
- - repo last seen: `2026-04-16T06:55:55Z`
623
  - first seen in snapshot: **no**
624
  - repo association: **CONTRIBUTOR**
625
  - repo primary artifacts: **51**
626
  - snapshot authored PRs/issues: **31 PRs / 20 issues**
627
- - snapshot discussion activity: **95 comments / 119 reviews / 119 review comments**
628
  - account age: **1961 days**
629
  - recent public PR activity: **18 PRs** (15 merged / 0 closed-unmerged / 3 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
630
  - public orgs: none visible
@@ -780,6 +780,32 @@ Example artifacts:
780
  - [PR #44824: fix(xlnet): add device parameter to relative_positional_encoding](https://github.com/huggingface/transformers/pull/44824) — closed
781
  - [PR #44823: fix: AutoImageProcessor from URL loading](https://github.com/huggingface/transformers/pull/44823) — closed
782
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
783
  ### `eustlb`
784
 
785
  - profile: [github.com/eustlb](https://github.com/eustlb)
@@ -1090,32 +1116,6 @@ Example artifacts:
1090
  - [PR #45282: [AMD CI] Fix torch.compile/export failures on AMD CI due to untraceable set.__contains__ ](https://github.com/huggingface/transformers/pull/45282) — closed, merged
1091
  - [PR #45138: CI] Small T5 expectations updated](https://github.com/huggingface/transformers/pull/45138) — closed, merged
1092
 
1093
- ### `jiqing-feng`
1094
-
1095
- - profile: [github.com/jiqing-feng](https://github.com/jiqing-feng)
1096
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
1097
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
1098
- - repo first seen: `2024-03-21T04:37:45Z`
1099
- - repo last seen: `2026-04-07T08:52:09Z`
1100
- - first seen in snapshot: **no**
1101
- - repo association: **CONTRIBUTOR**
1102
- - repo primary artifacts: **15**
1103
- - snapshot authored PRs/issues: **11 PRs / 4 issues**
1104
- - snapshot discussion activity: **37 comments / 17 reviews / 17 review comments**
1105
- - account age: **1396 days**
1106
- - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
1107
- - public orgs: none visible
1108
- - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
1109
- - heuristic read: **high recent PR volume**
1110
-
1111
- Example artifacts:
1112
- - [PR #45108: Fix `Wav2Vec2Config.vocab_size` type to allow `None`](https://github.com/huggingface/transformers/pull/45108) — closed, merged
1113
- - [PR #45107: Fix `text-to-speech` pipeline crash when generation config contains `None` values](https://github.com/huggingface/transformers/pull/45107) — closed, merged
1114
- - [PR #44845: Fix Mllama torch.compile failure caused by new attention mask logic](https://github.com/huggingface/transformers/pull/44845) — open, draft
1115
- - [Issue #44458: Mllama compile failed after new attn mask](https://github.com/huggingface/transformers/issues/44458) — open
1116
- - [Issue #43725: Quantization model behavior changed](https://github.com/huggingface/transformers/issues/43725) — closed
1117
- - [Issue #42994: quantized model saving failed](https://github.com/huggingface/transformers/issues/42994) — closed
1118
-
1119
  ### `ebezzam`
1120
 
1121
  - profile: [github.com/ebezzam](https://github.com/ebezzam)
@@ -1127,7 +1127,7 @@ Example artifacts:
1127
  - repo association: **MEMBER**
1128
  - repo primary artifacts: **9**
1129
  - snapshot authored PRs/issues: **9 PRs / 0 issues**
1130
- - snapshot discussion activity: **51 comments / 192 reviews / 636 review comments**
1131
  - account age: **4683 days**
1132
  - recent public PR activity: **8 PRs** (4 merged / 1 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **12%**, open rate **38%**)
1133
  - public orgs: `LCAV`
@@ -1377,12 +1377,12 @@ Example artifacts:
1377
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aalbertvillanova)
1378
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aalbertvillanova)
1379
  - repo first seen: `2026-01-17T10:42:01Z`
1380
- - repo last seen: `2026-04-17T13:43:32Z`
1381
  - first seen in snapshot: **no**
1382
  - repo association: **MEMBER**
1383
  - repo primary artifacts: **8**
1384
  - snapshot authored PRs/issues: **5 PRs / 3 issues**
1385
- - snapshot discussion activity: **14 comments / 9 reviews / 6 review comments**
1386
  - account age: **4257 days**
1387
  - recent public PR activity: **157 PRs** (143 merged / 10 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **6%**, open rate **3%**)
1388
  - public orgs: `huggingface`, `aiinnova`, `bigscience-workshop`
@@ -2144,7 +2144,7 @@ Example artifacts:
2144
  - heuristic read: **high recent PR volume; targets high-star repos**
2145
 
2146
  Example artifacts:
2147
- - [PR #44763: [nemotron_h] Add support for MLP mixers](https://github.com/huggingface/transformers/pull/44763) — closed
2148
  - [PR #44729: Avoid floating point math for ceil operations](https://github.com/huggingface/transformers/pull/44729) — open
2149
  - [PR #43473: Fix Apertus model loading (NotImplementedError: Cannot copy out of meta tensor; no data!)](https://github.com/huggingface/transformers/pull/43473) — closed, merged
2150
  - [Issue #44779: Deepseek tokenizer produces incorrect results as of v5 (works in v4)](https://github.com/huggingface/transformers/issues/44779) — closed
@@ -3598,28 +3598,6 @@ Example artifacts:
3598
  - [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — open
3599
  - [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
3600
 
3601
- ### `khushali9`
3602
-
3603
- - profile: [github.com/khushali9](https://github.com/khushali9)
3604
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akhushali9)
3605
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akhushali9)
3606
- - repo first seen: `2025-11-26T16:41:09Z`
3607
- - repo last seen: `2026-04-10T21:48:56Z`
3608
- - first seen in snapshot: **no**
3609
- - repo association: **CONTRIBUTOR**
3610
- - repo primary artifacts: **2**
3611
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
3612
- - snapshot discussion activity: **22 comments / 13 reviews / 13 review comments**
3613
- - account age: **4209 days**
3614
- - recent public PR activity: **9 PRs** (1 merged / 5 closed-unmerged / 3 open; merged rate **11%**, closed-unmerged rate **56%**, open rate **33%**)
3615
- - public orgs: `systers`, `crowdresearch`
3616
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
3617
- - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
3618
-
3619
- Example artifacts:
3620
- - [PR #44146: Ensure final evaluation runs with step-based evaluation strategy](https://github.com/huggingface/transformers/pull/44146) — closed, merged
3621
- - [PR #42428: logic to select tf32 API as per Pytorch version](https://github.com/huggingface/transformers/pull/42428) — closed, merged
3622
-
3623
  ### `lmaksym`
3624
 
3625
  - profile: [github.com/lmaksym](https://github.com/lmaksym)
@@ -4305,6 +4283,28 @@ Example artifacts:
4305
  - [PR #44958: fixed import error with PILImageResampling](https://github.com/huggingface/transformers/pull/44958) — open
4306
  - [Issue #44933: Nonexistant import from image_utils](https://github.com/huggingface/transformers/issues/44933) — open
4307
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4308
  ### `lhallee`
4309
 
4310
  - profile: [github.com/lhallee](https://github.com/lhallee)
@@ -5171,7 +5171,7 @@ Example artifacts:
5171
  - repo first seen: `2026-04-18T21:48:22Z`
5172
  - repo last seen: `2026-04-18T21:48:22Z`
5173
  - first seen in snapshot: **no**
5174
- - repo association: **FIRST_TIME_CONTRIBUTOR**
5175
  - repo primary artifacts: **1**
5176
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5177
  - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -5182,7 +5182,7 @@ Example artifacts:
5182
  - heuristic read: **very new account; high recent PR volume; very broad repo spread; high open PR share**
5183
 
5184
  Example artifacts:
5185
- - [PR #45508: [Doc] Fix 'tokenized' -> 'tokenizer' typo in streamer docstrings](https://github.com/huggingface/transformers/pull/45508) — open
5186
 
5187
  ### `aws-zhanxun`
5188
 
@@ -5247,27 +5247,6 @@ Example artifacts:
5247
  Example artifacts:
5248
  - [PR #45251: fix(generation): beam sample when num_beams * vocab_size exceeds multinomial limit](https://github.com/huggingface/transformers/pull/45251) — closed
5249
 
5250
- ### `balvisio`
5251
-
5252
- - profile: [github.com/balvisio](https://github.com/balvisio)
5253
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abalvisio)
5254
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abalvisio)
5255
- - repo first seen: `2026-02-19T02:58:50Z`
5256
- - repo last seen: `2026-04-09T14:40:26Z`
5257
- - first seen in snapshot: **no**
5258
- - repo association: **CONTRIBUTOR**
5259
- - repo primary artifacts: **1**
5260
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
5261
- - snapshot discussion activity: **9 comments / 5 reviews / 5 review comments**
5262
- - account age: **5039 days**
5263
- - recent public PR activity: **6 PRs** (4 merged / 0 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
5264
- - public orgs: none visible
5265
- - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
5266
- - heuristic read: **—**
5267
-
5268
- Example artifacts:
5269
- - [PR #44145: Add THD support in ESM](https://github.com/huggingface/transformers/pull/44145) — closed, merged
5270
-
5271
  ### `bensons`
5272
 
5273
  - profile: [github.com/bensons](https://github.com/bensons)
@@ -5584,6 +5563,27 @@ Example artifacts:
5584
  Example artifacts:
5585
  - [PR #45197: fix(docs): correct gemma4 docs and examples](https://github.com/huggingface/transformers/pull/45197) — closed, merged
5586
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5587
  ### `echarlaix`
5588
 
5589
  - profile: [github.com/echarlaix](https://github.com/echarlaix)
@@ -7664,6 +7664,27 @@ Example artifacts:
7664
  Example artifacts:
7665
  - [PR #44449: fix: 3 bugs : MoE aux loss, ANSI TTY leak, pipeline removed and also task error](https://github.com/huggingface/transformers/pull/44449) — closed
7666
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7667
  ### `shaealh`
7668
 
7669
  - profile: [github.com/shaealh](https://github.com/shaealh)
@@ -7874,27 +7895,6 @@ Example artifacts:
7874
  Example artifacts:
7875
  - [PR #45514: Fix GraniteMoeHybrid _update_mamba_mask crash on attention-only models](https://github.com/huggingface/transformers/pull/45514) — open
7876
 
7877
- ### `TinderZ`
7878
-
7879
- - profile: [github.com/TinderZ](https://github.com/TinderZ)
7880
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ATinderZ)
7881
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ATinderZ)
7882
- - repo first seen: `2026-02-19T02:35:08Z`
7883
- - repo last seen: `2026-02-19T02:35:08Z`
7884
- - first seen in snapshot: **no**
7885
- - repo association: **CONTRIBUTOR**
7886
- - repo primary artifacts: **1**
7887
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
7888
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7889
- - account age: **750 days**
7890
- - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
7891
- - public orgs: none visible
7892
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
7893
- - heuristic read: **high open PR share; targets high-star repos**
7894
-
7895
- Example artifacts:
7896
- - [PR #44144: [docs] Add Chinese translations for common NLP task tutorials](https://github.com/huggingface/transformers/pull/44144) — closed, merged
7897
-
7898
  ### `VanshikaSohal`
7899
 
7900
  - profile: [github.com/VanshikaSohal](https://github.com/VanshikaSohal)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260420T060046Z`
4
+ - Generated: `2026-04-20T06:02:54Z`
5
  - Activity window: `60d`
6
  - Contributors: `359`
7
 
 
26
  | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 19 | 0 | strong | low | low | targets high-star repos |
27
  | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
28
  | `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
29
+ | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 17 | 4 | strong | moderate | low | high recent PR volume |
30
  | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 17 | 0 | strong | low | low | targets high-star repos |
31
  | `weiguangli-io` | [profile](https://github.com/weiguangli-io) | no | CONTRIBUTOR | 2230d | `2026-02-09T02:10:15Z` | 16 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
32
  | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 15 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 
40
  | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 13 | 0 | mixed | low | low | high open PR share; targets high-star repos |
41
  | `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
42
  | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 12 | 0 | strong | moderate | low | — |
 
43
  | `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4683d | `2025-07-25T12:59:52Z` | 9 | 0 | mixed | low | low | — |
44
  | `danielalanbates` | [profile](https://github.com/danielalanbates) | no | NONE | 338d | `2026-02-21T04:32:30Z` | 8 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
45
  | `gambletan` | [profile](https://github.com/gambletan) | no | NONE | 40d | `2026-03-13T05:22:03Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
149
  | `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 |
150
  | `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3057d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | 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 |
 
152
  | `lmaksym` | [profile](https://github.com/lmaksym) | no | FIRST_TIME_CONTRIBUTOR | 4113d | `2026-01-19T22:09:49Z` | 2 | 0 | weak | moderate | low | 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
  | `pragnyanramtha` | [profile](https://github.com/pragnyanramtha) | no | FIRST_TIME_CONTRIBUTOR | 448d | `2026-02-08T09:24:35Z` | 2 | 0 | mixed | moderate | low | — |
 
180
  | `jesperschlegel` | [profile](https://github.com/jesperschlegel) | no | FIRST_TIME_CONTRIBUTOR | 3705d | `2026-04-07T17:51:38Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
181
  | `jmriosal` | [profile](https://github.com/jmriosal) | no | FIRST_TIMER | 358d | `2026-02-22T20:14:10Z` | 1 | 1 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
182
  | `josh-kean` | [profile](https://github.com/josh-kean) | no | FIRST_TIME_CONTRIBUTOR | 2847d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
183
+ | `KeitaW` | [profile](https://github.com/KeitaW) | yes | FIRST_TIME_CONTRIBUTOR | 4241d | `2026-04-20T02:00:45Z` | 1 | 1 | mixed | moderate | low | high open PR share |
184
  | `lhallee` | [profile](https://github.com/lhallee) | no | CONTRIBUTOR | 2010d | `2026-02-19T21:33:16Z` | 1 | 1 | strong | moderate | low | — |
185
  | `linfeng-du` | [profile](https://github.com/linfeng-du) | no | CONTRIBUTOR | 3031d | `2026-02-27T02:57:03Z` | 1 | 1 | strong | low | low | targets high-star repos |
186
  | `m-matthias` | [profile](https://github.com/m-matthias) | no | CONTRIBUTOR | 3768d | `2026-03-19T12:56:22Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
 
221
  | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
222
  | `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
223
  | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
224
+ | `avasis-ai` | [profile](https://github.com/avasis-ai) | no | CONTRIBUTOR | 30d | `2026-04-18T21:48:22Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share |
225
  | `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
226
  | `balak4` | [profile](https://github.com/balak4) | no | CONTRIBUTOR | 2770d | `2026-02-25T01:40:57Z` | 1 | 0 | strong | moderate | low | — |
227
  | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
 
228
  | `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
229
  | `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
230
  | `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | NONE | 3170d | `2026-04-11T21:41:32Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
240
  | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
241
  | `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
242
  | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3526d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos |
243
+ | `duyhv-qualgo` | [profile](https://github.com/duyhv-qualgo) | yes | FIRST_TIME_CONTRIBUTOR | 34d | `2026-04-20T05:20:19Z` | 1 | 0 | strong | moderate | low | very new account |
244
  | `echarlaix` | [profile](https://github.com/echarlaix) | no | MEMBER | 1863d | `2026-03-09T18:15:17Z` | 1 | 0 | mixed | moderate | low | — |
245
  | `EhteshamSid` | [profile](https://github.com/EhteshamSid) | no | NONE | 1668d | `2026-04-07T18:40:05Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars |
246
  | `ENg-122` | [profile](https://github.com/ENg-122) | no | NONE | 1764d | `2026-04-03T09:08:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 
340
  | `SamArun28` | [profile](https://github.com/SamArun28) | no | NONE | 37d | `2026-03-10T09:38:29Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
341
  | `samuelleecong` | [profile](https://github.com/samuelleecong) | no | FIRST_TIME_CONTRIBUTOR | 2187d | `2026-02-19T16:31:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
342
  | `sandesh-bhandari-dev` | [profile](https://github.com/sandesh-bhandari-dev) | no | NONE | 51d | `2026-03-05T01:40:47Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
343
+ | `SAY-5` | [profile](https://github.com/SAY-5) | yes | FIRST_TIME_CONTRIBUTOR | 172d | `2026-04-20T05:44:53Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
344
  | `shaealh` | [profile](https://github.com/shaealh) | no | FIRST_TIME_CONTRIBUTOR | 70d | `2026-03-13T05:05:01Z` | 1 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
345
  | `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 931d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos |
346
  | `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
 
351
  | `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
352
  | `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
353
  | `tianhaocui` | [profile](https://github.com/tianhaocui) | no | FIRST_TIME_CONTRIBUTOR | 2442d | `2026-04-19T10:27:36Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 
354
  | `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
355
  | `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
356
  | `vishalpatil-45` | [profile](https://github.com/vishalpatil-45) | no | NONE | 430d | `2026-02-25T08:27:32Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
377
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
378
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
379
  - repo first seen: `2025-03-19T10:58:02Z`
380
+ - repo last seen: `2026-04-20T05:25:17Z`
381
  - first seen in snapshot: **no**
382
  - repo association: **MEMBER**
383
  - repo primary artifacts: **75**
384
  - snapshot authored PRs/issues: **75 PRs / 0 issues**
385
+ - snapshot discussion activity: **200 comments / 279 reviews / 438 review comments**
386
  - account age: **2036 days**
387
  - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
388
  - public orgs: `huggingface`
 
431
  - repo association: **MEMBER**
432
  - repo primary artifacts: **72**
433
  - snapshot authored PRs/issues: **72 PRs / 0 issues**
434
+ - snapshot discussion activity: **92 comments / 165 reviews / 124 review comments**
435
  - account age: **4938 days**
436
  - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
437
  - public orgs: none visible
 
503
  - repo association: **MEMBER**
504
  - repo primary artifacts: **45**
505
  - snapshot authored PRs/issues: **43 PRs / 2 issues**
506
+ - snapshot discussion activity: **130 comments / 445 reviews / 932 review comments**
507
  - account age: **2590 days**
508
  - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
509
  - public orgs: none visible
 
528
  - repo association: **MEMBER**
529
  - repo primary artifacts: **42**
530
  - snapshot authored PRs/issues: **40 PRs / 2 issues**
531
+ - snapshot discussion activity: **159 comments / 265 reviews / 383 review comments**
532
  - account age: **2360 days**
533
  - recent public PR activity: **35 PRs** (28 merged / 3 closed-unmerged / 4 open; merged rate **80%**, closed-unmerged rate **9%**, open rate **11%**)
534
  - public orgs: `huggingface`
 
576
  - repo association: **MEMBER**
577
  - repo primary artifacts: **37**
578
  - snapshot authored PRs/issues: **36 PRs / 1 issues**
579
+ - snapshot discussion activity: **436 comments / 739 reviews / 3146 review comments**
580
  - account age: **1991 days**
581
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
582
  - public orgs: none visible
 
595
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
596
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
597
  - repo first seen: `2025-01-06T17:52:26Z`
598
+ - repo last seen: `2026-04-20T05:11:35Z`
599
  - first seen in snapshot: **no**
600
  - repo association: **MEMBER**
601
  - repo primary artifacts: **35**
602
  - snapshot authored PRs/issues: **34 PRs / 1 issues**
603
+ - snapshot discussion activity: **25 comments / 104 reviews / 144 review comments**
604
  - account age: **2296 days**
605
  - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
606
  - public orgs: `huggingface`
 
619
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharshaljanjani)
620
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharshaljanjani)
621
  - repo first seen: `2025-09-17T20:29:13Z`
622
+ - repo last seen: `2026-04-20T04:11:10Z`
623
  - first seen in snapshot: **no**
624
  - repo association: **CONTRIBUTOR**
625
  - repo primary artifacts: **51**
626
  - snapshot authored PRs/issues: **31 PRs / 20 issues**
627
+ - snapshot discussion activity: **96 comments / 119 reviews / 119 review comments**
628
  - account age: **1961 days**
629
  - recent public PR activity: **18 PRs** (15 merged / 0 closed-unmerged / 3 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
630
  - public orgs: none visible
 
780
  - [PR #44824: fix(xlnet): add device parameter to relative_positional_encoding](https://github.com/huggingface/transformers/pull/44824) — closed
781
  - [PR #44823: fix: AutoImageProcessor from URL loading](https://github.com/huggingface/transformers/pull/44823) — closed
782
 
783
+ ### `jiqing-feng`
784
+
785
+ - profile: [github.com/jiqing-feng](https://github.com/jiqing-feng)
786
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
787
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
788
+ - repo first seen: `2024-03-21T04:37:45Z`
789
+ - repo last seen: `2026-04-07T08:52:09Z`
790
+ - first seen in snapshot: **no**
791
+ - repo association: **CONTRIBUTOR**
792
+ - repo primary artifacts: **21**
793
+ - snapshot authored PRs/issues: **17 PRs / 4 issues**
794
+ - snapshot discussion activity: **37 comments / 21 reviews / 21 review comments**
795
+ - account age: **1396 days**
796
+ - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
797
+ - public orgs: none visible
798
+ - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
799
+ - heuristic read: **high recent PR volume**
800
+
801
+ Example artifacts:
802
+ - [PR #45108: Fix `Wav2Vec2Config.vocab_size` type to allow `None`](https://github.com/huggingface/transformers/pull/45108) — closed, merged
803
+ - [PR #45107: Fix `text-to-speech` pipeline crash when generation config contains `None` values](https://github.com/huggingface/transformers/pull/45107) — closed, merged
804
+ - [PR #44845: Fix Mllama torch.compile failure caused by new attention mask logic](https://github.com/huggingface/transformers/pull/44845) — closed, draft
805
+ - [Issue #44458: Mllama compile failed after new attn mask](https://github.com/huggingface/transformers/issues/44458) — open
806
+ - [Issue #43725: Quantization model behavior changed](https://github.com/huggingface/transformers/issues/43725) — closed
807
+ - [Issue #42994: quantized model saving failed](https://github.com/huggingface/transformers/issues/42994) — closed
808
+
809
  ### `eustlb`
810
 
811
  - profile: [github.com/eustlb](https://github.com/eustlb)
 
1116
  - [PR #45282: [AMD CI] Fix torch.compile/export failures on AMD CI due to untraceable set.__contains__ ](https://github.com/huggingface/transformers/pull/45282) — closed, merged
1117
  - [PR #45138: CI] Small T5 expectations updated](https://github.com/huggingface/transformers/pull/45138) — closed, merged
1118
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1119
  ### `ebezzam`
1120
 
1121
  - profile: [github.com/ebezzam](https://github.com/ebezzam)
 
1127
  - repo association: **MEMBER**
1128
  - repo primary artifacts: **9**
1129
  - snapshot authored PRs/issues: **9 PRs / 0 issues**
1130
+ - snapshot discussion activity: **51 comments / 193 reviews / 637 review comments**
1131
  - account age: **4683 days**
1132
  - recent public PR activity: **8 PRs** (4 merged / 1 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **12%**, open rate **38%**)
1133
  - public orgs: `LCAV`
 
1377
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aalbertvillanova)
1378
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aalbertvillanova)
1379
  - repo first seen: `2026-01-17T10:42:01Z`
1380
+ - repo last seen: `2026-04-20T05:18:26Z`
1381
  - first seen in snapshot: **no**
1382
  - repo association: **MEMBER**
1383
  - repo primary artifacts: **8**
1384
  - snapshot authored PRs/issues: **5 PRs / 3 issues**
1385
+ - snapshot discussion activity: **15 comments / 9 reviews / 6 review comments**
1386
  - account age: **4257 days**
1387
  - recent public PR activity: **157 PRs** (143 merged / 10 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **6%**, open rate **3%**)
1388
  - public orgs: `huggingface`, `aiinnova`, `bigscience-workshop`
 
2144
  - heuristic read: **high recent PR volume; targets high-star repos**
2145
 
2146
  Example artifacts:
2147
+ - [PR #44763: [nemotron_h] Add support for MLP mixers](https://github.com/huggingface/transformers/pull/44763) — open
2148
  - [PR #44729: Avoid floating point math for ceil operations](https://github.com/huggingface/transformers/pull/44729) — open
2149
  - [PR #43473: Fix Apertus model loading (NotImplementedError: Cannot copy out of meta tensor; no data!)](https://github.com/huggingface/transformers/pull/43473) — closed, merged
2150
  - [Issue #44779: Deepseek tokenizer produces incorrect results as of v5 (works in v4)](https://github.com/huggingface/transformers/issues/44779) — closed
 
3598
  - [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — open
3599
  - [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
3600
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3601
  ### `lmaksym`
3602
 
3603
  - profile: [github.com/lmaksym](https://github.com/lmaksym)
 
4283
  - [PR #44958: fixed import error with PILImageResampling](https://github.com/huggingface/transformers/pull/44958) — open
4284
  - [Issue #44933: Nonexistant import from image_utils](https://github.com/huggingface/transformers/issues/44933) — open
4285
 
4286
+ ### `KeitaW`
4287
+
4288
+ - profile: [github.com/KeitaW](https://github.com/KeitaW)
4289
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKeitaW)
4290
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKeitaW)
4291
+ - repo first seen: `2026-04-20T02:00:45Z`
4292
+ - repo last seen: `2026-04-20T02:08:37Z`
4293
+ - first seen in snapshot: **yes**
4294
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
4295
+ - repo primary artifacts: **2**
4296
+ - snapshot authored PRs/issues: **1 PRs / 1 issues**
4297
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
4298
+ - account age: **4241 days**
4299
+ - recent public PR activity: **20 PRs** (9 merged / 0 closed-unmerged / 11 open; merged rate **45%**, closed-unmerged rate **0%**, open rate **55%**)
4300
+ - public orgs: `brain-theory`, `oist-ncbc`
4301
+ - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
4302
+ - heuristic read: **high open PR share**
4303
+
4304
+ Example artifacts:
4305
+ - [PR #45519: [Trainer] Add ddp_static_graph option](https://github.com/huggingface/transformers/pull/45519) — open
4306
+ - [Issue #45518: Expose static_graph DDP flag via TrainingArguments](https://github.com/huggingface/transformers/issues/45518) — open
4307
+
4308
  ### `lhallee`
4309
 
4310
  - profile: [github.com/lhallee](https://github.com/lhallee)
 
5171
  - repo first seen: `2026-04-18T21:48:22Z`
5172
  - repo last seen: `2026-04-18T21:48:22Z`
5173
  - first seen in snapshot: **no**
5174
+ - repo association: **CONTRIBUTOR**
5175
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5176
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5177
  - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 
5182
  - heuristic read: **very new account; high recent PR volume; very broad repo spread; high open PR share**
5183
 
5184
  Example artifacts:
5185
+ - [PR #45508: [Doc] Fix 'tokenized' -> 'tokenizer' typo in streamer docstrings](https://github.com/huggingface/transformers/pull/45508) — closed, merged
5186
 
5187
  ### `aws-zhanxun`
5188
 
 
5247
  Example artifacts:
5248
  - [PR #45251: fix(generation): beam sample when num_beams * vocab_size exceeds multinomial limit](https://github.com/huggingface/transformers/pull/45251) — closed
5249
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5250
  ### `bensons`
5251
 
5252
  - profile: [github.com/bensons](https://github.com/bensons)
 
5563
  Example artifacts:
5564
  - [PR #45197: fix(docs): correct gemma4 docs and examples](https://github.com/huggingface/transformers/pull/45197) — closed, merged
5565
 
5566
+ ### `duyhv-qualgo`
5567
+
5568
+ - profile: [github.com/duyhv-qualgo](https://github.com/duyhv-qualgo)
5569
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aduyhv-qualgo)
5570
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aduyhv-qualgo)
5571
+ - repo first seen: `2026-04-20T05:20:19Z`
5572
+ - repo last seen: `2026-04-20T05:20:19Z`
5573
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5574
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
5575
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5576
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5577
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5578
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5579
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5580
+ - public orgs: none visible
5581
+ - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
5582
+ - heuristic read: **very new account**
5583
+
5584
+ Example artifacts:
5585
+ - [PR #45523: Fix Seq2SeqLM ExecuTorch export: add encoder_attention_mask to decoder and use static encoder shapes](https://github.com/huggingface/transformers/pull/45523) — open
5586
+
5587
  ### `echarlaix`
5588
 
5589
  - profile: [github.com/echarlaix](https://github.com/echarlaix)
 
7664
  Example artifacts:
7665
  - [PR #44449: fix: 3 bugs : MoE aux loss, ANSI TTY leak, pipeline removed and also task error](https://github.com/huggingface/transformers/pull/44449) — closed
7666
 
7667
+ ### `SAY-5`
7668
+
7669
+ - profile: [github.com/SAY-5](https://github.com/SAY-5)
7670
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASAY-5)
7671
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASAY-5)
7672
+ - repo first seen: `2026-04-20T05:44:53Z`
7673
+ - repo last seen: `2026-04-20T05:44:53Z`
7674
+ - first seen in snapshot: **yes**
7675
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
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+ - repo primary artifacts: **1**
7677
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
7678
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7679
+ - account age: **172 days**
7680
+ - recent public PR activity: **595 PRs** (86 merged / 144 closed-unmerged / 365 open; merged rate **14%**, closed-unmerged rate **24%**, open rate **61%**)
7681
+ - public orgs: none visible
7682
+ - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
7683
+ - heuristic read: **young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars**
7684
+
7685
+ Example artifacts:
7686
+ - [PR #45524: utils: handle flash_attn missing from importlib packages_distributions without crashing](https://github.com/huggingface/transformers/pull/45524) — open
7687
+
7688
  ### `shaealh`
7689
 
7690
  - profile: [github.com/shaealh](https://github.com/shaealh)
 
7895
  Example artifacts:
7896
  - [PR #45514: Fix GraniteMoeHybrid _update_mamba_mask crash on attention-only models](https://github.com/huggingface/transformers/pull/45514) — open
7897
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7898
  ### `VanshikaSohal`
7899
 
7900
  - profile: [github.com/VanshikaSohal](https://github.com/VanshikaSohal)
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