evalstate HF Staff commited on
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Refresh transformers dataset snapshot 20260418T030535Z

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+ "repo_first_seen_at": "2026-03-30T12:18:41Z",
6213
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6214
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6215
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6216
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6217
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6218
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6219
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6220
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6221
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6222
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6223
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6224
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6225
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6226
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6227
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6228
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6229
+ "young_account": false,
6230
+ "follow_through_score": "weak",
6231
+ "breadth_score": "low",
6232
+ "automation_risk_signal": "medium",
6233
+ "heuristic_note": "many recent closed-unmerged PRs; high open PR share; targets high-star repos",
6234
+ "public_orgs": [],
6235
+ "activity": {
6236
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6237
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6238
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6239
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6240
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6241
+ "closed_unmerged_pr_rate": 0.5,
6242
+ "still_open_pr_rate": 0.5,
6243
+ "distinct_repos_with_authored_prs": 1,
6244
+ "distinct_repos_with_open_prs": 1
6245
+ },
6246
+ "examples": {
6247
+ "pull_requests": [
6248
+ {
6249
+ "kind": "pull_request",
6250
+ "number": 45500,
6251
+ "title": "Add full GGUF loading support for GPT\u2011OSS (fixes #43366, supersedes #43757) latest",
6252
+ "url": "https://github.com/huggingface/transformers/pull/45500",
6253
+ "state": "open",
6254
+ "merged": false,
6255
+ "draft": true,
6256
+ "created_at": "2026-04-18T02:16:41Z"
6257
+ },
6258
+ {
6259
+ "kind": "pull_request",
6260
+ "number": 45118,
6261
+ "title": "Add full GGUF loading support for GPT\u2011OSS (fixes #43366, supersedes #43757)",
6262
+ "url": "https://github.com/huggingface/transformers/pull/45118",
6263
+ "state": "open",
6264
+ "merged": false,
6265
+ "draft": false,
6266
+ "created_at": "2026-03-30T13:10:36Z"
6267
+ },
6268
+ {
6269
+ "kind": "pull_request",
6270
+ "number": 45116,
6271
+ "title": "Add full GGUF loading support for GPT\u2011OSS (fixes #43366)",
6272
+ "url": "https://github.com/huggingface/transformers/pull/45116",
6273
+ "state": "closed",
6274
+ "merged": false,
6275
+ "draft": true,
6276
+ "created_at": "2026-03-30T12:18:41Z"
6277
+ }
6278
+ ],
6279
+ "issues": []
6280
+ },
6281
+ "fetch_error": null
6282
+ },
6283
  {
6284
  "author_login": "tirth8205",
6285
  "name": "Tirth Kanani",
 
8831
  },
8832
  "fetch_error": null
8833
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8834
  {
8835
  "author_login": "KetanP1618",
8836
  "name": "Ketan Patel",
 
10112
  },
10113
  "fetch_error": null
10114
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10115
  {
10116
  "author_login": "thakoreh",
10117
  "name": "Hiren Thakore",
new-contributors-report.md CHANGED
@@ -1,7 +1,7 @@
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
 
@@ -63,6 +63,7 @@
63
  | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
64
  | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
65
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
 
66
  | `manavshrivastavagit` | [profile](https://github.com/manavshrivastavagit) | no | NONE | 4699d | `2026-02-24T20:35:18Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
67
  | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 67d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos |
68
  | `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2913d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -81,6 +82,7 @@
81
  | `onel` | [profile](https://github.com/onel) | no | NONE | 5050d | `2026-02-26T22:44:41Z` | 3 | 0 | mixed | moderate | low | many recent closed-unmerged PRs |
82
  | `paipeline` | [profile](https://github.com/paipeline) | no | NONE | 1791d | `2026-02-22T14:37:25Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
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 |
@@ -116,7 +118,6 @@
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 |
@@ -136,7 +137,6 @@
136
  | `sdharani91` | [profile](https://github.com/sdharani91) | no | FIRST_TIME_CONTRIBUTOR | 3365d | `2026-03-18T05:45:40Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
137
  | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 2 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
138
  | `sharziki` | [profile](https://github.com/sharziki) | no | CONTRIBUTOR | 1559d | `2026-04-11T02:31:44Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
139
- | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | FIRST_TIME_CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
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 |
@@ -1674,6 +1674,29 @@ Example artifacts:
1674
  - [PR #45021: chore: update anti-slop.yml](https://github.com/huggingface/transformers/pull/45021) — closed
1675
  - [PR #44813: chore: update pr-repo-consistency-bot.yml](https://github.com/huggingface/transformers/pull/44813) — closed
1676
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1677
  ### `manavshrivastavagit`
1678
 
1679
  - profile: [github.com/manavshrivastavagit](https://github.com/manavshrivastavagit)
@@ -2091,6 +2114,29 @@ Example artifacts:
2091
  - [PR #44706: Add position_ids to BloomForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44706) — closed
2092
  - [PR #44705: Add position_ids to RoFormerForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44705) — closed
2093
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2094
  ### `tirth8205`
2095
 
2096
  - profile: [github.com/tirth8205](https://github.com/tirth8205)
@@ -2880,28 +2926,6 @@ 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
- ### `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)
@@ -3320,28 +3344,6 @@ Example artifacts:
3320
  - [PR #45369: fix(generation): handle CUDA multinomial limit in beam search sampling](https://github.com/huggingface/transformers/pull/45369) — closed
3321
  - [PR #45368: fix(serving): resolve rust tokenizer from ProcessorMixin in streaming generation](https://github.com/huggingface/transformers/pull/45368) — closed, merged
3322
 
3323
- ### `sirzechs66`
3324
-
3325
- - profile: [github.com/sirzechs66](https://github.com/sirzechs66)
3326
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asirzechs66)
3327
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asirzechs66)
3328
- - repo first seen: `2026-03-30T12:18:41Z`
3329
- - repo last seen: `2026-04-16T03:42:33Z`
3330
- - first seen in snapshot: **no**
3331
- - repo association: **FIRST_TIME_CONTRIBUTOR**
3332
- - repo primary artifacts: **2**
3333
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
3334
- - snapshot discussion activity: **5 comments / 1 reviews / 1 review comments**
3335
- - account age: **1246 days**
3336
- - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
3337
- - public orgs: none visible
3338
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
3339
- - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
3340
-
3341
- Example artifacts:
3342
- - [PR #45118: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757)](https://github.com/huggingface/transformers/pull/45118) — open
3343
- - [PR #45116: Add full GGUF loading support for GPT‑OSS (fixes #43366)](https://github.com/huggingface/transformers/pull/45116) — closed, draft
3344
-
3345
  ### `thakoreh`
3346
 
3347
  - profile: [github.com/thakoreh](https://github.com/thakoreh)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260418T030535Z`
4
+ - Generated: `2026-04-18T03:05:57Z`
5
  - Activity window: `60d`
6
  - Contributors: `374`
7
 
 
63
  | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
64
  | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
65
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
66
+ | `kchpp940` | [profile](https://github.com/kchpp940) | no | FIRST_TIME_CONTRIBUTOR | 375d | `2026-04-18T01:12:45Z` | 4 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
67
  | `manavshrivastavagit` | [profile](https://github.com/manavshrivastavagit) | no | NONE | 4699d | `2026-02-24T20:35:18Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
68
  | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 67d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos |
69
  | `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2913d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 
82
  | `onel` | [profile](https://github.com/onel) | no | NONE | 5050d | `2026-02-26T22:44:41Z` | 3 | 0 | mixed | moderate | low | many recent closed-unmerged PRs |
83
  | `paipeline` | [profile](https://github.com/paipeline) | no | NONE | 1791d | `2026-02-22T14:37:25Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
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
+ | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | FIRST_TIME_CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
86
  | `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 |
87
  | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
88
  | `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 |
 
118
  | `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 |
119
  | `KartikPawade` | [profile](https://github.com/KartikPawade) | no | CONTRIBUTOR | 1843d | `2026-03-06T18:49:59Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
120
  | `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 |
 
121
  | `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 |
122
  | `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 |
123
  | `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 |
 
137
  | `sdharani91` | [profile](https://github.com/sdharani91) | no | FIRST_TIME_CONTRIBUTOR | 3365d | `2026-03-18T05:45:40Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
138
  | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 2 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
139
  | `sharziki` | [profile](https://github.com/sharziki) | no | CONTRIBUTOR | 1559d | `2026-04-11T02:31:44Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 
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 |
 
1674
  - [PR #45021: chore: update anti-slop.yml](https://github.com/huggingface/transformers/pull/45021) — closed
1675
  - [PR #44813: chore: update pr-repo-consistency-bot.yml](https://github.com/huggingface/transformers/pull/44813) — closed
1676
 
1677
+ ### `kchpp940`
1678
+
1679
+ - profile: [github.com/kchpp940](https://github.com/kchpp940)
1680
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akchpp940)
1681
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akchpp940)
1682
+ - repo first seen: `2026-04-18T01:12:45Z`
1683
+ - repo last seen: `2026-04-18T02:59:11Z`
1684
+ - first seen in snapshot: **no**
1685
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
1686
+ - repo primary artifacts: **4**
1687
+ - snapshot authored PRs/issues: **4 PRs / 0 issues**
1688
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
1689
+ - account age: **375 days**
1690
+ - recent public PR activity: **66 PRs** (2 merged / 25 closed-unmerged / 39 open; merged rate **3%**, closed-unmerged rate **38%**, open rate **59%**)
1691
+ - public orgs: none visible
1692
+ - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
1693
+ - heuristic read: **high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos**
1694
+
1695
+ Example artifacts:
1696
+ - [PR #45502: .4021378118068288:4da7ed27ccaa5f974fe4a552e2b67bb6_69e2eea842c82e665fe04002.69e2eec142c82e665fe04006.69e2eec18b8bd167e2faa241:Trae CN.T(2026/4/18 10:38:57)](https://github.com/huggingface/transformers/pull/45502) — open
1697
+ - [PR #45501: .4021378118068288:e3506c3c5a98ec3a50332c6102362804_69e2e58842c82e665fe03f65.69e2e58c42c82e665fe03f69.69e2e58b8b8bd167e2faa23e:Trae CN.T(2026/4/18 09:59:40)](https://github.com/huggingface/transformers/pull/45501) — open
1698
+ - [PR #45499: .4021378118068288:94a295563cf6b5aa7d67bd0f2c0cd7a7_69e2df7342c82e665fe03edd.69e2df7542c82e665fe03ee1.69e2df758b8bd167e2faa23c:Trae CN.T(2026/4/18 09:33:41)](https://github.com/huggingface/transformers/pull/45499) — open
1699
+
1700
  ### `manavshrivastavagit`
1701
 
1702
  - profile: [github.com/manavshrivastavagit](https://github.com/manavshrivastavagit)
 
2114
  - [PR #44706: Add position_ids to BloomForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44706) — closed
2115
  - [PR #44705: Add position_ids to RoFormerForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44705) — closed
2116
 
2117
+ ### `sirzechs66`
2118
+
2119
+ - profile: [github.com/sirzechs66](https://github.com/sirzechs66)
2120
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asirzechs66)
2121
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asirzechs66)
2122
+ - repo first seen: `2026-03-30T12:18:41Z`
2123
+ - repo last seen: `2026-04-18T02:16:41Z`
2124
+ - first seen in snapshot: **no**
2125
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
2126
+ - repo primary artifacts: **3**
2127
+ - snapshot authored PRs/issues: **3 PRs / 0 issues**
2128
+ - snapshot discussion activity: **5 comments / 1 reviews / 1 review comments**
2129
+ - account age: **1246 days**
2130
+ - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
2131
+ - public orgs: none visible
2132
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
2133
+ - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
2134
+
2135
+ Example artifacts:
2136
+ - [PR #45500: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45500) — open, draft
2137
+ - [PR #45118: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757)](https://github.com/huggingface/transformers/pull/45118) — open
2138
+ - [PR #45116: Add full GGUF loading support for GPT‑OSS (fixes #43366)](https://github.com/huggingface/transformers/pull/45116) — closed, draft
2139
+
2140
  ### `tirth8205`
2141
 
2142
  - profile: [github.com/tirth8205](https://github.com/tirth8205)
 
2926
  - [PR #45330: Fix Qwen2.5-VL temporal RoPE scaling applied to still images](https://github.com/huggingface/transformers/pull/45330) — closed, merged
2927
  - [PR #45171: Fix Sam3Processor missing input_boxes_labels for padded None entries](https://github.com/huggingface/transformers/pull/45171) — closed, merged
2928
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2929
  ### `KetanP1618`
2930
 
2931
  - profile: [github.com/KetanP1618](https://github.com/KetanP1618)
 
3344
  - [PR #45369: fix(generation): handle CUDA multinomial limit in beam search sampling](https://github.com/huggingface/transformers/pull/45369) — closed
3345
  - [PR #45368: fix(serving): resolve rust tokenizer from ProcessorMixin in streaming generation](https://github.com/huggingface/transformers/pull/45368) — closed, merged
3346
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3347
  ### `thakoreh`
3348
 
3349
  - profile: [github.com/thakoreh](https://github.com/thakoreh)
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