evalstate HF Staff commited on
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Refresh transformers dataset snapshot 20260418T020534Z

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10297
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12026
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12040
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16469
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16470
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16472
  {
16473
  "author_login": "avarga1",
16474
  "name": "Austin Varga",
new-contributors-report.md CHANGED
@@ -1,7 +1,7 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260418T010534Z`
4
- - Generated: `2026-04-18T01:05:48Z`
5
  - Activity window: `60d`
6
  - Contributors: `374`
7
 
@@ -57,7 +57,6 @@
57
  | `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2024-08-30T13:38:48Z` | 5 | 2 | mixed | low | low | targets high-star repos |
58
  | `aman-coder03` | [profile](https://github.com/aman-coder03) | no | FIRST_TIME_CONTRIBUTOR | 785d | `2026-02-16T15:14:20Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
59
  | `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3498d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
60
- | `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1176d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
61
  | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
62
  | `sxu75374` | [profile](https://github.com/sxu75374) | no | NONE | 2026d | `2026-02-27T04:48:08Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
63
  | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
@@ -84,6 +83,7 @@
84
  | `saivedant169` | [profile](https://github.com/saivedant169) | no | NONE | 1712d | `2026-03-14T16:47:42Z` | 3 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
85
  | `tirth8205` | [profile](https://github.com/tirth8205) | no | NONE | 2095d | `2026-02-17T23:31:31Z` | 3 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
86
  | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
 
87
  | `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
88
  | `redpanda1995` | [profile](https://github.com/redpanda1995) | no | FIRST_TIME_CONTRIBUTOR | 102d | `2026-02-07T19:04:11Z` | 4 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
89
  | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 4 | 0 | mixed | moderate | low | targets high-star repos |
@@ -116,6 +116,7 @@
116
  | `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5838d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
117
  | `KartikPawade` | [profile](https://github.com/KartikPawade) | no | CONTRIBUTOR | 1843d | `2026-03-06T18:49:59Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
118
  | `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2226d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 
119
  | `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1632d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
120
  | `kmbhattt-aws` | [profile](https://github.com/kmbhattt-aws) | no | FIRST_TIME_CONTRIBUTOR | 37d | `2026-03-11T01:01:18Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
121
  | `knQzx` | [profile](https://github.com/knQzx) | no | FIRST_TIME_CONTRIBUTOR | 1956d | `2026-03-28T16:37:49Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
@@ -139,7 +140,6 @@
139
  | `thakoreh` | [profile](https://github.com/thakoreh) | no | NONE | 2947d | `2026-02-23T21:27:09Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
140
  | `tonglei19961121` | [profile](https://github.com/tonglei19961121) | no | NONE | 2272d | `2026-02-27T11:44:01Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
141
  | `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
142
- | `tysoncung` | [profile](https://github.com/tysoncung) | no | CONTRIBUTOR | 2698d | `2026-02-17T02:03:30Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
143
  | `umbilnm` | [profile](https://github.com/umbilnm) | no | CONTRIBUTOR | 1637d | `2026-03-08T19:38:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
144
  | `UsamaKenway` | [profile](https://github.com/UsamaKenway) | no | FIRST_TIME_CONTRIBUTOR | 2385d | `2026-04-07T18:39:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
145
  | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
@@ -163,6 +163,7 @@
163
  | `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 |
164
  | `pragnyanramtha` | [profile](https://github.com/pragnyanramtha) | no | FIRST_TIME_CONTRIBUTOR | 448d | `2026-02-08T09:24:35Z` | 2 | 0 | mixed | moderate | low | — |
165
  | `Siddhartha7340` | [profile](https://github.com/Siddhartha7340) | no | FIRST_TIME_CONTRIBUTOR | 1477d | `2026-01-17T05:16:36Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
166
  | `vasanthrpjan1-boop` | [profile](https://github.com/vasanthrpjan1-boop) | no | CONTRIBUTOR | 254d | `2026-02-08T14:25:35Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
167
  | `veeceey` | [profile](https://github.com/veeceey) | no | NONE | 3056d | `2026-02-07T19:20:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
168
  | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -231,7 +232,6 @@
231
  | `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 |
232
  | `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
233
  | `ArivunidhiA` | [profile](https://github.com/ArivunidhiA) | no | FIRST_TIME_CONTRIBUTOR | 831d | `2026-02-17T07:18:00Z` | 1 | 0 | mixed | moderate | low | no visible non-self stars; targets high-star repos |
234
- | `AutumnAurelium` | [profile](https://github.com/AutumnAurelium) | no | CONTRIBUTOR | 1725d | `2026-02-17T01:07:13Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
235
  | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
236
  | `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 |
237
  | `balak4` | [profile](https://github.com/balak4) | no | CONTRIBUTOR | 2770d | `2026-02-25T01:40:57Z` | 1 | 0 | strong | moderate | low | — |
@@ -1529,29 +1529,6 @@ Example artifacts:
1529
  - [PR #45007: fix: correct type annotations across config classes for @strict validation](https://github.com/huggingface/transformers/pull/45007) — closed, merged
1530
  - [PR #45006: fix: prevent IndexError in Whisper timestamp decode on trailing replacement char](https://github.com/huggingface/transformers/pull/45006) — open
1531
 
1532
- ### `mariam851`
1533
-
1534
- - profile: [github.com/mariam851](https://github.com/mariam851)
1535
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amariam851)
1536
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amariam851)
1537
- - repo first seen: `2026-02-15T08:51:26Z`
1538
- - repo last seen: `2026-02-20T16:58:27Z`
1539
- - first seen in snapshot: **no**
1540
- - repo association: **CONTRIBUTOR**
1541
- - repo primary artifacts: **5**
1542
- - snapshot authored PRs/issues: **5 PRs / 0 issues**
1543
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
1544
- - account age: **1176 days**
1545
- - recent public PR activity: **4 PRs** (0 merged / 3 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
1546
- - public orgs: none visible
1547
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
1548
- - heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
1549
-
1550
- Example artifacts:
1551
- - [PR #44184: feat: add OpenAI CircuitGPT core architecture and sparse linear layers](https://github.com/huggingface/transformers/pull/44184) — open
1552
- - [PR #44124: feat: add eval_on_end to Trainer for final evaluation](https://github.com/huggingface/transformers/pull/44124) — closed
1553
- - [PR #44064: feat: implement eval_on_end to trigger evaluation after training](https://github.com/huggingface/transformers/pull/44064) — closed
1554
-
1555
  ### `mvanhorn`
1556
 
1557
  - profile: [github.com/mvanhorn](https://github.com/mvanhorn)
@@ -2160,6 +2137,29 @@ Example artifacts:
2160
  - [PR #44536: Supplement skip logic for XPU in the CPU-only tp tests](https://github.com/huggingface/transformers/pull/44536) — closed, merged
2161
  - [PR #43905: XPU now supports backward for the FA2 fixed path](https://github.com/huggingface/transformers/pull/43905) — closed, merged
2162
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2163
  ### `math-hiyoko`
2164
 
2165
  - profile: [github.com/math-hiyoko](https://github.com/math-hiyoko)
@@ -2880,6 +2880,28 @@ Example artifacts:
2880
  - [PR #45330: Fix Qwen2.5-VL temporal RoPE scaling applied to still images](https://github.com/huggingface/transformers/pull/45330) — closed, merged
2881
  - [PR #45171: Fix Sam3Processor missing input_boxes_labels for padded None entries](https://github.com/huggingface/transformers/pull/45171) — closed, merged
2882
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2883
  ### `KetanP1618`
2884
 
2885
  - profile: [github.com/KetanP1618](https://github.com/KetanP1618)
@@ -3386,28 +3408,6 @@ Example artifacts:
3386
  - [PR #44836: Add cu_seqlens support to OlmoHybridGatedDeltaNet for packed sequences](https://github.com/huggingface/transformers/pull/44836) — open, draft
3387
  - [PR #44416: [tiny] Add olmo_hybrid to tokenizer auto-mapping](https://github.com/huggingface/transformers/pull/44416) — closed, merged
3388
 
3389
- ### `tysoncung`
3390
-
3391
- - profile: [github.com/tysoncung](https://github.com/tysoncung)
3392
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atysoncung)
3393
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atysoncung)
3394
- - repo first seen: `2026-02-17T02:03:30Z`
3395
- - repo last seen: `2026-02-27T16:11:46Z`
3396
- - first seen in snapshot: **no**
3397
- - repo association: **CONTRIBUTOR**
3398
- - repo primary artifacts: **2**
3399
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
3400
- - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
3401
- - account age: **2698 days**
3402
- - recent public PR activity: **149 PRs** (34 merged / 74 closed-unmerged / 41 open; merged rate **23%**, closed-unmerged rate **50%**, open rate **28%**)
3403
- - public orgs: none visible
3404
- - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
3405
- - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
3406
-
3407
- Example artifacts:
3408
- - [PR #44332: Fix typos in comments and docstrings](https://github.com/huggingface/transformers/pull/44332) — closed, merged
3409
- - [PR #44065: Refactor CTRL model output tracing with capture_outputs and can_return_tuple](https://github.com/huggingface/transformers/pull/44065) — closed
3410
-
3411
  ### `umbilnm`
3412
 
3413
  - profile: [github.com/umbilnm](https://github.com/umbilnm)
@@ -3926,6 +3926,28 @@ Example artifacts:
3926
  - [PR #44072: refactor efficientnet output tracing with @capture_outputs and @can_r…](https://github.com/huggingface/transformers/pull/44072) — open
3927
  - [PR #43331: docs(yoso): fix and stabilize doctest for YOSO](https://github.com/huggingface/transformers/pull/43331) — closed
3928
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3929
  ### `vasanthrpjan1-boop`
3930
 
3931
  - profile: [github.com/vasanthrpjan1-boop](https://github.com/vasanthrpjan1-boop)
@@ -5402,27 +5424,6 @@ Example artifacts:
5402
  Example artifacts:
5403
  - [PR #44071: [Refactor] Migrate MPT to standardized output tracing decorators](https://github.com/huggingface/transformers/pull/44071) — open
5404
 
5405
- ### `AutumnAurelium`
5406
-
5407
- - profile: [github.com/AutumnAurelium](https://github.com/AutumnAurelium)
5408
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAutumnAurelium)
5409
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAutumnAurelium)
5410
- - repo first seen: `2026-02-17T01:07:13Z`
5411
- - repo last seen: `2026-02-26T22:36:37Z`
5412
- - first seen in snapshot: **no**
5413
- - repo association: **CONTRIBUTOR**
5414
- - repo primary artifacts: **1**
5415
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
5416
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
5417
- - account age: **1725 days**
5418
- - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
5419
- - public orgs: none visible
5420
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
5421
- - heuristic read: **no visible non-self stars; targets high-star repos**
5422
-
5423
- Example artifacts:
5424
- - [PR #44063: Update AFMoE architecture to use v5-style MoE impl](https://github.com/huggingface/transformers/pull/44063) — closed, merged
5425
-
5426
  ### `avarga1`
5427
 
5428
  - profile: [github.com/avarga1](https://github.com/avarga1)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260418T020534Z`
4
+ - Generated: `2026-04-18T02:05:54Z`
5
  - Activity window: `60d`
6
  - Contributors: `374`
7
 
 
57
  | `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2024-08-30T13:38:48Z` | 5 | 2 | mixed | low | low | targets high-star repos |
58
  | `aman-coder03` | [profile](https://github.com/aman-coder03) | no | FIRST_TIME_CONTRIBUTOR | 785d | `2026-02-16T15:14:20Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
59
  | `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3498d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 
60
  | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
61
  | `sxu75374` | [profile](https://github.com/sxu75374) | no | NONE | 2026d | `2026-02-27T04:48:08Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
62
  | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
 
83
  | `saivedant169` | [profile](https://github.com/saivedant169) | no | NONE | 1712d | `2026-03-14T16:47:42Z` | 3 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
84
  | `tirth8205` | [profile](https://github.com/tirth8205) | no | NONE | 2095d | `2026-02-17T23:31:31Z` | 3 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
85
  | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
86
+ | `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1176d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
87
  | `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
88
  | `redpanda1995` | [profile](https://github.com/redpanda1995) | no | FIRST_TIME_CONTRIBUTOR | 102d | `2026-02-07T19:04:11Z` | 4 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
89
  | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 4 | 0 | mixed | moderate | low | targets high-star repos |
 
116
  | `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5838d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
117
  | `KartikPawade` | [profile](https://github.com/KartikPawade) | no | CONTRIBUTOR | 1843d | `2026-03-06T18:49:59Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
118
  | `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2226d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
119
+ | `kchpp940` | [profile](https://github.com/kchpp940) | yes | FIRST_TIME_CONTRIBUTOR | 375d | `2026-04-18T01:12:45Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
120
  | `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1632d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
121
  | `kmbhattt-aws` | [profile](https://github.com/kmbhattt-aws) | no | FIRST_TIME_CONTRIBUTOR | 37d | `2026-03-11T01:01:18Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
122
  | `knQzx` | [profile](https://github.com/knQzx) | no | FIRST_TIME_CONTRIBUTOR | 1956d | `2026-03-28T16:37:49Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 
140
  | `thakoreh` | [profile](https://github.com/thakoreh) | no | NONE | 2947d | `2026-02-23T21:27:09Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
141
  | `tonglei19961121` | [profile](https://github.com/tonglei19961121) | no | NONE | 2272d | `2026-02-27T11:44:01Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
142
  | `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
 
143
  | `umbilnm` | [profile](https://github.com/umbilnm) | no | CONTRIBUTOR | 1637d | `2026-03-08T19:38:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
144
  | `UsamaKenway` | [profile](https://github.com/UsamaKenway) | no | FIRST_TIME_CONTRIBUTOR | 2385d | `2026-04-07T18:39:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
145
  | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
 
163
  | `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 |
164
  | `pragnyanramtha` | [profile](https://github.com/pragnyanramtha) | no | FIRST_TIME_CONTRIBUTOR | 448d | `2026-02-08T09:24:35Z` | 2 | 0 | mixed | moderate | low | — |
165
  | `Siddhartha7340` | [profile](https://github.com/Siddhartha7340) | no | FIRST_TIME_CONTRIBUTOR | 1477d | `2026-01-17T05:16:36Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
166
+ | `tysoncung` | [profile](https://github.com/tysoncung) | no | CONTRIBUTOR | 2698d | `2026-02-17T02:03:30Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
167
  | `vasanthrpjan1-boop` | [profile](https://github.com/vasanthrpjan1-boop) | no | CONTRIBUTOR | 254d | `2026-02-08T14:25:35Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
168
  | `veeceey` | [profile](https://github.com/veeceey) | no | NONE | 3056d | `2026-02-07T19:20:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
169
  | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 
232
  | `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 |
233
  | `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
234
  | `ArivunidhiA` | [profile](https://github.com/ArivunidhiA) | no | FIRST_TIME_CONTRIBUTOR | 831d | `2026-02-17T07:18:00Z` | 1 | 0 | mixed | moderate | low | no visible non-self stars; targets high-star repos |
 
235
  | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
236
  | `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 |
237
  | `balak4` | [profile](https://github.com/balak4) | no | CONTRIBUTOR | 2770d | `2026-02-25T01:40:57Z` | 1 | 0 | strong | moderate | low | — |
 
1529
  - [PR #45007: fix: correct type annotations across config classes for @strict validation](https://github.com/huggingface/transformers/pull/45007) — closed, merged
1530
  - [PR #45006: fix: prevent IndexError in Whisper timestamp decode on trailing replacement char](https://github.com/huggingface/transformers/pull/45006) — open
1531
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1532
  ### `mvanhorn`
1533
 
1534
  - profile: [github.com/mvanhorn](https://github.com/mvanhorn)
 
2137
  - [PR #44536: Supplement skip logic for XPU in the CPU-only tp tests](https://github.com/huggingface/transformers/pull/44536) — closed, merged
2138
  - [PR #43905: XPU now supports backward for the FA2 fixed path](https://github.com/huggingface/transformers/pull/43905) — closed, merged
2139
 
2140
+ ### `mariam851`
2141
+
2142
+ - profile: [github.com/mariam851](https://github.com/mariam851)
2143
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amariam851)
2144
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amariam851)
2145
+ - repo first seen: `2026-02-15T08:51:26Z`
2146
+ - repo last seen: `2026-02-20T16:58:27Z`
2147
+ - first seen in snapshot: **no**
2148
+ - repo association: **CONTRIBUTOR**
2149
+ - repo primary artifacts: **5**
2150
+ - snapshot authored PRs/issues: **5 PRs / 0 issues**
2151
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
2152
+ - account age: **1176 days**
2153
+ - recent public PR activity: **4 PRs** (0 merged / 3 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
2154
+ - public orgs: none visible
2155
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
2156
+ - heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
2157
+
2158
+ Example artifacts:
2159
+ - [PR #44184: feat: add OpenAI CircuitGPT core architecture and sparse linear layers](https://github.com/huggingface/transformers/pull/44184) — open
2160
+ - [PR #44124: feat: add eval_on_end to Trainer for final evaluation](https://github.com/huggingface/transformers/pull/44124) — closed
2161
+ - [PR #44064: feat: implement eval_on_end to trigger evaluation after training](https://github.com/huggingface/transformers/pull/44064) — closed
2162
+
2163
  ### `math-hiyoko`
2164
 
2165
  - profile: [github.com/math-hiyoko](https://github.com/math-hiyoko)
 
2880
  - [PR #45330: Fix Qwen2.5-VL temporal RoPE scaling applied to still images](https://github.com/huggingface/transformers/pull/45330) — closed, merged
2881
  - [PR #45171: Fix Sam3Processor missing input_boxes_labels for padded None entries](https://github.com/huggingface/transformers/pull/45171) — closed, merged
2882
 
2883
+ ### `kchpp940`
2884
+
2885
+ - profile: [github.com/kchpp940](https://github.com/kchpp940)
2886
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akchpp940)
2887
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akchpp940)
2888
+ - repo first seen: `2026-04-18T01:12:45Z`
2889
+ - repo last seen: `2026-04-18T01:54:36Z`
2890
+ - first seen in snapshot: **yes**
2891
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
2892
+ - repo primary artifacts: **2**
2893
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
2894
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
2895
+ - account age: **375 days**
2896
+ - recent public PR activity: **66 PRs** (2 merged / 25 closed-unmerged / 39 open; merged rate **3%**, closed-unmerged rate **38%**, open rate **59%**)
2897
+ - public orgs: none visible
2898
+ - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
2899
+ - heuristic read: **high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos**
2900
+
2901
+ Example artifacts:
2902
+ - [PR #45499: .4021378118068288:94a295563cf6b5aa7d67bd0f2c0cd7a7_69e2df7342c82e665fe03edd.69e2df7542c82e665fe03ee1.69e2df758b8bd167e2faa23c:Trae CN.T(2026/4/18 09:33:41)](https://github.com/huggingface/transformers/pull/45499) — open
2903
+ - [PR #45498: .4021378118068288:98296403e0cd6dedb7b420b80d0fe80b_69e2ce7c42c82e665fe03e0c.69e2ce9842c82e665fe03e10.69e2ce988b8bd167e2faa239:Trae CN.T(2026/4/18 08:21:44)](https://github.com/huggingface/transformers/pull/45498) — open
2904
+
2905
  ### `KetanP1618`
2906
 
2907
  - profile: [github.com/KetanP1618](https://github.com/KetanP1618)
 
3408
  - [PR #44836: Add cu_seqlens support to OlmoHybridGatedDeltaNet for packed sequences](https://github.com/huggingface/transformers/pull/44836) — open, draft
3409
  - [PR #44416: [tiny] Add olmo_hybrid to tokenizer auto-mapping](https://github.com/huggingface/transformers/pull/44416) — closed, merged
3410
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3411
  ### `umbilnm`
3412
 
3413
  - profile: [github.com/umbilnm](https://github.com/umbilnm)
 
3926
  - [PR #44072: refactor efficientnet output tracing with @capture_outputs and @can_r…](https://github.com/huggingface/transformers/pull/44072) — open
3927
  - [PR #43331: docs(yoso): fix and stabilize doctest for YOSO](https://github.com/huggingface/transformers/pull/43331) — closed
3928
 
3929
+ ### `tysoncung`
3930
+
3931
+ - profile: [github.com/tysoncung](https://github.com/tysoncung)
3932
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atysoncung)
3933
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atysoncung)
3934
+ - repo first seen: `2026-02-17T02:03:30Z`
3935
+ - repo last seen: `2026-02-27T16:11:46Z`
3936
+ - first seen in snapshot: **no**
3937
+ - repo association: **CONTRIBUTOR**
3938
+ - repo primary artifacts: **2**
3939
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
3940
+ - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
3941
+ - account age: **2698 days**
3942
+ - recent public PR activity: **149 PRs** (34 merged / 74 closed-unmerged / 41 open; merged rate **23%**, closed-unmerged rate **50%**, open rate **28%**)
3943
+ - public orgs: none visible
3944
+ - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
3945
+ - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
3946
+
3947
+ Example artifacts:
3948
+ - [PR #44332: Fix typos in comments and docstrings](https://github.com/huggingface/transformers/pull/44332) — closed, merged
3949
+ - [PR #44065: Refactor CTRL model output tracing with capture_outputs and can_return_tuple](https://github.com/huggingface/transformers/pull/44065) — closed
3950
+
3951
  ### `vasanthrpjan1-boop`
3952
 
3953
  - profile: [github.com/vasanthrpjan1-boop](https://github.com/vasanthrpjan1-boop)
 
5424
  Example artifacts:
5425
  - [PR #44071: [Refactor] Migrate MPT to standardized output tracing decorators](https://github.com/huggingface/transformers/pull/44071) — open
5426
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5427
  ### `avarga1`
5428
 
5429
  - profile: [github.com/avarga1](https://github.com/avarga1)
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