evalstate HF Staff commited on
Commit
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1 Parent(s): 556881d

Refresh transformers dataset snapshot 20260708T000615Z

Browse files
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  Notes:
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+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ApariidanDKE",
21180
+ "repo_first_seen_at": "2026-07-07T19:10:11Z",
21181
+ "repo_last_seen_at": "2026-07-07T19:10:11Z",
21182
+ "repo_primary_artifact_count": 1,
21183
+ "repo_artifact_count": 1,
21184
+ "snapshot_issue_count": 0,
21185
+ "snapshot_pr_count": 1,
21186
+ "snapshot_comment_count": 0,
21187
+ "snapshot_review_count": 0,
21188
+ "snapshot_review_comment_count": 0,
21189
+ "repo_association": "FIRST_TIME_CONTRIBUTOR",
21190
+ "new_to_repo": true,
21191
+ "first_seen_in_snapshot": true,
21192
+ "known_via_prior_merged_pr": false,
21193
+ "report_reason": "first_seen_in_snapshot",
21194
+ "enrichment_source": "live",
21195
+ "live_refetch_skipped": false,
21196
+ "account_age_days": 2103,
21197
+ "young_account": false,
21198
+ "follow_through_score": "mixed",
21199
+ "breadth_score": "low",
21200
+ "automation_risk_signal": "low",
21201
+ "heuristic_note": "\u2014",
21202
+ "public_orgs": [],
21203
+ "activity": {
21204
+ "visible_authored_pr_count": 3,
21205
+ "merged_pr_count": 2,
21206
+ "closed_unmerged_pr_count": 0,
21207
+ "open_pr_count": 1,
21208
+ "merged_pr_rate": 0.6667,
21209
+ "closed_unmerged_pr_rate": 0.0,
21210
+ "still_open_pr_rate": 0.3333,
21211
+ "distinct_repos_with_authored_prs": 2,
21212
+ "distinct_repos_with_open_prs": 1
21213
+ },
21214
+ "examples": {
21215
+ "pull_requests": [
21216
+ {
21217
+ "kind": "pull_request",
21218
+ "number": 47147,
21219
+ "title": "Fix IndexError Bug in XLMRoberta/Camembert ForMultipleChoice by restoring the pooler",
21220
+ "url": "https://github.com/huggingface/transformers/pull/47147",
21221
+ "state": "open",
21222
+ "merged": false,
21223
+ "draft": false,
21224
+ "created_at": "2026-07-07T19:10:11Z"
21225
+ }
21226
+ ],
21227
+ "issues": []
21228
+ },
21229
+ "fetch_error": null
21230
+ },
21231
  {
21232
  "author_login": "petecao",
21233
  "name": "Peter Cao",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260707T180018Z`
4
- - Generated: `2026-07-07T18:02:39Z`
5
  - Activity window: `60d`
6
- - Contributors: `352`
7
 
8
  ## Summary
9
 
@@ -14,7 +14,7 @@
14
  | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 103 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
15
  | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 102 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
16
  | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-07-19T13:27:51Z` | 100 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
17
- | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 74 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
18
  | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 70 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
19
  | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 58 | 2 | mixed | low | low | targets high-star repos |
20
  | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 50 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
@@ -24,7 +24,7 @@
24
  | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 37 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
25
  | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 36 | 20 | strong | low | low | targets high-star repos |
26
  | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 35 | 4 | strong | moderate | low | high recent PR volume |
27
- | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 32 | 0 | strong | low | low | targets high-star repos |
28
  | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
29
  | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3752d | `2025-08-10T08:43:09Z` | 30 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
30
  | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 28 | 4 | strong | low | low | — |
@@ -32,7 +32,7 @@
32
  | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 27 | 14 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
33
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 27 | 0 | n/a | n/a | n/a | summary unavailable |
34
  | `sergereview[bot]` | [profile](https://github.com/sergereview[bot]) | no | CONTRIBUTOR | ?d | `2026-05-13T06:40:41Z` | 24 | 0 | n/a | n/a | n/a | summary unavailable |
35
- | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 22 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
36
  | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 21 | 0 | strong | moderate | low | — |
37
  | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 21 | 0 | strong | moderate | low | targets high-star repos |
38
  | `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 21 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
@@ -97,7 +97,6 @@
97
  | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 4 | 1 | mixed | moderate | low | — |
98
  | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
99
  | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | CONTRIBUTOR | 1645d | `2026-04-29T09:34:56Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
100
- | `qflen` | [profile](https://github.com/qflen) | no | CONTRIBUTOR | 479d | `2026-04-25T02:09:42Z` | 3 | 4 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
101
  | `gante` | [profile](https://github.com/gante) | no | CONTRIBUTOR | 4054d | `2023-02-24T12:09:33Z` | 3 | 2 | strong | low | low | targets high-star repos |
102
  | `VectorPeak` | [profile](https://github.com/VectorPeak) | no | FIRST_TIME_CONTRIBUTOR | 2084d | `2026-07-03T09:46:12Z` | 2 | 3 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
103
  | `arnavkewalram` | [profile](https://github.com/arnavkewalram) | no | CONTRIBUTOR | 904d | `2026-06-15T15:28:55Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -149,6 +148,7 @@
149
  | `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | weak | low | low | high open PR share; targets high-star repos |
150
  | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 4 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
151
  | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 
152
  | `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
153
  | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
154
  | `fyhon` | [profile](https://github.com/fyhon) | no | FIRST_TIME_CONTRIBUTOR | 1467d | `2026-05-06T09:12:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -262,7 +262,7 @@
262
  | `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
263
  | `Haris-bin-shakeel` | [profile](https://github.com/Haris-bin-shakeel) | no | NONE | 589d | `2026-06-08T18:36:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
264
  | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | NONE | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
265
- | `harryjulian` | [profile](https://github.com/harryjulian) | yes | FIRST_TIME_CONTRIBUTOR | 1554d | `2026-07-07T15:04:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
266
  | `hashwnath` | [profile](https://github.com/hashwnath) | no | NONE | 2510d | `2026-06-23T04:36:24Z` | 1 | 0 | mixed | high | low | broad repo spread; high open PR share |
267
  | `Hasnaathussain` | [profile](https://github.com/Hasnaathussain) | no | NONE | 1426d | `2026-06-21T11:56:27Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
268
  | `huzama` | [profile](https://github.com/huzama) | no | NONE | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -282,7 +282,7 @@
282
  | `kiankyars` | [profile](https://github.com/kiankyars) | no | NONE | 2112d | `2026-05-23T05:32:32Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
283
  | `kiwigitops` | [profile](https://github.com/kiwigitops) | no | CONTRIBUTOR | 81d | `2026-05-18T23:18:34Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
284
  | `kurtmckee` | [profile](https://github.com/kurtmckee) | no | CONTRIBUTOR | 6391d | `2026-06-12T11:41:21Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars |
285
- | `labAxiaoming` | [profile](https://github.com/labAxiaoming) | yes | FIRST_TIME_CONTRIBUTOR | 3144d | `2026-07-07T13:04:02Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
286
  | `lakshmiprasanna07` | [profile](https://github.com/lakshmiprasanna07) | no | NONE | 1219d | `2026-07-03T19:17:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
287
  | `lalitha2410` | [profile](https://github.com/lalitha2410) | no | FIRST_TIMER | 1043d | `2026-05-17T13:42:37Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
288
  | `lanxuejin` | [profile](https://github.com/lanxuejin) | no | FIRST_TIME_CONTRIBUTOR | 2869d | `2026-06-04T12:32:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -309,6 +309,7 @@
309
  | `ndvbd` | [profile](https://github.com/ndvbd) | no | FIRST_TIME_CONTRIBUTOR | 5482d | `2026-06-16T08:24:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
310
  | `NicolasHug` | [profile](https://github.com/NicolasHug) | no | CONTRIBUTOR | 5321d | `2026-06-08T11:13:46Z` | 1 | 0 | strong | moderate | low | extremely high recent PR volume |
311
  | `onuralpszr` | [profile](https://github.com/onuralpszr) | no | CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
 
312
  | `petecao` | [profile](https://github.com/petecao) | no | CONTRIBUTOR | 2982d | `2026-05-25T19:01:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
313
  | `PINKIIILQWQ` | [profile](https://github.com/PINKIIILQWQ) | no | NONE | 333d | `2026-06-16T20:11:32Z` | 1 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
314
  | `professoralbay` | [profile](https://github.com/professoralbay) | no | FIRST_TIMER | 780d | `2026-06-03T20:51:18Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -370,12 +371,12 @@
370
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
371
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
372
  - repo first seen: `2025-02-05T12:51:57Z`
373
- - repo last seen: `2026-07-07T16:51:33Z`
374
  - first seen in snapshot: **no**
375
  - repo association: **MEMBER**
376
  - repo primary artifacts: **136**
377
  - snapshot authored PRs/issues: **136 PRs / 0 issues**
378
- - snapshot discussion activity: **139 comments / 267 reviews / 181 review comments**
379
  - account age: **4938 days**
380
  - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
381
  - public orgs: none visible
@@ -491,11 +492,11 @@ Example artifacts:
491
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
492
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
493
  - repo first seen: `2024-02-08T22:19:09Z`
494
- - repo last seen: `2026-07-07T16:52:47Z`
495
  - first seen in snapshot: **no**
496
  - repo association: **MEMBER**
497
- - repo primary artifacts: **76**
498
- - snapshot authored PRs/issues: **74 PRs / 2 issues**
499
  - snapshot discussion activity: **41 comments / 186 reviews / 319 review comments**
500
  - account age: **2296 days**
501
  - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
@@ -504,9 +505,9 @@ Example artifacts:
504
  - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
505
 
506
  Example artifacts:
 
507
  - [PR #47114: [docs] Custom code conversion mapping](https://github.com/huggingface/transformers/pull/47114) — open
508
  - [PR #46968: [docs] fix autolinks](https://github.com/huggingface/transformers/pull/46968) — closed, merged
509
- - [PR #46925: [docs] continuous batching (offloading behavior, max batch tokens, block size minimum)](https://github.com/huggingface/transformers/pull/46925) — closed, merged
510
  - [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
511
  - [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
512
 
@@ -542,12 +543,12 @@ Example artifacts:
542
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
543
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
544
  - repo first seen: `2025-08-26T12:13:50Z`
545
- - repo last seen: `2026-07-07T16:36:03Z`
546
  - first seen in snapshot: **no**
547
  - repo association: **MEMBER**
548
  - repo primary artifacts: **60**
549
  - snapshot authored PRs/issues: **58 PRs / 2 issues**
550
- - snapshot discussion activity: **775 comments / 1439 reviews / 5843 review comments**
551
  - account age: **1991 days**
552
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
553
  - public orgs: none visible
@@ -738,12 +739,12 @@ Example artifacts:
738
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb)
739
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb)
740
  - repo first seen: `2025-01-20T12:27:19Z`
741
- - repo last seen: `2026-07-07T15:21:25Z`
742
  - first seen in snapshot: **no**
743
  - repo association: **MEMBER**
744
- - repo primary artifacts: **32**
745
- - snapshot authored PRs/issues: **32 PRs / 0 issues**
746
- - snapshot discussion activity: **56 comments / 213 reviews / 369 review comments**
747
  - account age: **1607 days**
748
  - recent public PR activity: **11 PRs** (8 merged / 0 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
749
  - public orgs: none visible
@@ -751,9 +752,9 @@ Example artifacts:
751
  - heuristic read: **targets high-star repos**
752
 
753
  Example artifacts:
 
754
  - [PR #47144: revert #47121](https://github.com/huggingface/transformers/pull/47144) — closed, merged
755
  - [PR #47113: [fix] fix requirements audio feature and proc](https://github.com/huggingface/transformers/pull/47113) — open
756
- - [PR #46870: [NemotronAsrStreaming] fix pipeline](https://github.com/huggingface/transformers/pull/46870) — closed, merged
757
 
758
  ### `yonigozlan`
759
 
@@ -931,11 +932,11 @@ Example artifacts:
931
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahmellor)
932
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahmellor)
933
  - repo first seen: `2025-08-14T10:03:14Z`
934
- - repo last seen: `2026-06-24T10:08:25Z`
935
  - first seen in snapshot: **no**
936
  - repo association: **MEMBER**
937
- - repo primary artifacts: **24**
938
- - snapshot authored PRs/issues: **22 PRs / 2 issues**
939
  - snapshot discussion activity: **31 comments / 58 reviews / 29 review comments**
940
  - account age: **3592 days**
941
  - recent public PR activity: **79 PRs** (72 merged / 3 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **4%**, open rate **5%**)
@@ -944,9 +945,9 @@ Example artifacts:
944
  - heuristic read: **high recent PR volume; targets high-star repos**
945
 
946
  Example artifacts:
 
947
  - [PR #46622: Fix Mistral models which contain both `tokenizer.json` and `tekken.json`](https://github.com/huggingface/transformers/pull/46622) — closed
948
  - [PR #46605: Fix `peft` lower bound](https://github.com/huggingface/transformers/pull/46605) — closed, merged
949
- - [PR #46524: Fix InternVL models](https://github.com/huggingface/transformers/pull/46524) — closed, merged
950
  - [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
951
  - [Issue #42738: BERT-like models with RoPE](https://github.com/huggingface/transformers/issues/42738) — open
952
 
@@ -1002,12 +1003,12 @@ Example artifacts:
1002
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunt-ing)
1003
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunt-ing)
1004
  - repo first seen: `2026-06-18T09:58:22Z`
1005
- - repo last seen: `2026-07-07T09:50:18Z`
1006
  - first seen in snapshot: **no**
1007
  - repo association: **CONTRIBUTOR**
1008
  - repo primary artifacts: **21**
1009
  - snapshot authored PRs/issues: **21 PRs / 0 issues**
1010
- - snapshot discussion activity: **14 comments / 4 reviews / 4 review comments**
1011
  - account age: **2841 days**
1012
  - recent public PR activity: **52 PRs** (17 merged / 6 closed-unmerged / 29 open; merged rate **33%**, closed-unmerged rate **12%**, open rate **56%**)
1013
  - public orgs: none visible
@@ -2445,32 +2446,6 @@ Example artifacts:
2445
  - [PR #47061: Fix device_map="auto" under-packing that spills quantized models to cpu (#46823)](https://github.com/huggingface/transformers/pull/47061) — open
2446
  - [PR #45752: Fix unhandled exception noise from background safetensors conversion thread](https://github.com/huggingface/transformers/pull/45752) — closed, merged
2447
 
2448
- ### `qflen`
2449
-
2450
- - profile: [github.com/qflen](https://github.com/qflen)
2451
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqflen)
2452
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqflen)
2453
- - repo first seen: `2026-04-25T02:09:42Z`
2454
- - repo last seen: `2026-07-06T23:07:43Z`
2455
- - first seen in snapshot: **no**
2456
- - repo association: **CONTRIBUTOR**
2457
- - repo primary artifacts: **7**
2458
- - snapshot authored PRs/issues: **3 PRs / 4 issues**
2459
- - snapshot discussion activity: **9 comments / 3 reviews / 3 review comments**
2460
- - account age: **479 days**
2461
- - recent public PR activity: **49 PRs** (12 merged / 6 closed-unmerged / 31 open; merged rate **24%**, closed-unmerged rate **12%**, open rate **63%**)
2462
- - public orgs: none visible
2463
- - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
2464
- - heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
2465
-
2466
- Example artifacts:
2467
- - [PR #46514: Honor a concrete dtype in AutoModel for composite checkpoints](https://github.com/huggingface/transformers/pull/46514) — closed, merged
2468
- - [PR #45852: Fix slow Trainer path with 4D attention mask](https://github.com/huggingface/transformers/pull/45852) — closed, merged
2469
- - [PR #45822: Fix added-token prefix space in SentencePiece fast tokenizers](https://github.com/huggingface/transformers/pull/45822) — open
2470
- - [Issue #46723: Several models hardcode `torch.float64` in their forward pass, crashing on MPS (Apple Silicon)](https://github.com/huggingface/transformers/issues/46723) — open
2471
- - [Issue #46512: from_config(dtype=...) builds weights in the requested dtype but leaves model.config.dtype stale](https://github.com/huggingface/transformers/issues/46512) — open
2472
- - [Issue #46459: `dtype` is silently ignored when loading composite (multimodal) checkpoints through AutoModelForCausalLM (affects all Qwen3.5 repos)](https://github.com/huggingface/transformers/issues/46459) — closed
2473
-
2474
  ### `gante`
2475
 
2476
  - profile: [github.com/gante](https://github.com/gante)
@@ -3625,6 +3600,32 @@ Example artifacts:
3625
  - [PR #45625: Add `supports_gradient_checkpointing` to `NemotronHPreTrainedModel`](https://github.com/huggingface/transformers/pull/45625) — closed, merged
3626
  - [PR #44873: Fix VL model rope_deltas batch size mismatch in online RL training](https://github.com/huggingface/transformers/pull/44873) — closed, merged
3627
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3628
  ### `Abineshabee`
3629
 
3630
  - profile: [github.com/Abineshabee](https://github.com/Abineshabee)
@@ -4130,12 +4131,12 @@ Example artifacts:
4130
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aandreasgoulas)
4131
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aandreasgoulas)
4132
  - repo first seen: `2026-06-15T09:54:17Z`
4133
- - repo last seen: `2026-07-07T10:35:51Z`
4134
  - first seen in snapshot: **no**
4135
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4136
  - repo primary artifacts: **4**
4137
  - snapshot authored PRs/issues: **1 PRs / 3 issues**
4138
- - snapshot discussion activity: **9 comments / 0 reviews / 0 review comments**
4139
  - account age: **5178 days**
4140
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4141
  - public orgs: `EmptyJuiceBox`
@@ -4143,7 +4144,7 @@ Example artifacts:
4143
  - heuristic read: **high open PR share; targets high-star repos**
4144
 
4145
  Example artifacts:
4146
- - [PR #47134: Fix FA performance regression](https://github.com/huggingface/transformers/pull/47134) — open, draft
4147
  - [Issue #46693: Performance regression with FA2 and long-context generation after 5.2.0](https://github.com/huggingface/transformers/issues/46693) — open
4148
  - [Issue #46664: SmolVLM: Inconsistent meaning of num_frames in video processor](https://github.com/huggingface/transformers/issues/46664) — closed
4149
  - [Issue #46655: SmolVLM: Error due to incorrect padding calculation in video processor](https://github.com/huggingface/transformers/issues/46655) — closed
@@ -4486,12 +4487,12 @@ Example artifacts:
4486
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALauraGPT)
4487
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALauraGPT)
4488
  - repo first seen: `2026-05-24T11:07:04Z`
4489
- - repo last seen: `2026-07-07T15:21:40Z`
4490
  - first seen in snapshot: **no**
4491
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4492
  - repo primary artifacts: **2**
4493
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
4494
- - snapshot discussion activity: **33 comments / 0 reviews / 0 review comments**
4495
  - account age: **3699 days**
4496
  - recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
4497
  - public orgs: `FunAudioLLM`
@@ -5588,12 +5589,12 @@ Example artifacts:
5588
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aclijo)
5589
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aclijo)
5590
  - repo first seen: `2026-07-07T11:36:27Z`
5591
- - repo last seen: `2026-07-07T11:36:27Z`
5592
  - first seen in snapshot: **no**
5593
  - repo association: **FIRST_TIME_CONTRIBUTOR**
5594
  - repo primary artifacts: **1**
5595
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5596
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5597
  - account age: **2547 days**
5598
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5599
  - public orgs: none visible
@@ -6072,7 +6073,7 @@ Example artifacts:
6072
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharryjulian)
6073
  - repo first seen: `2026-07-07T15:04:12Z`
6074
  - repo last seen: `2026-07-07T16:13:45Z`
6075
- - first seen in snapshot: **yes**
6076
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6077
  - repo primary artifacts: **1**
6078
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -6492,7 +6493,7 @@ Example artifacts:
6492
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AlabAxiaoming)
6493
  - repo first seen: `2026-07-07T13:04:02Z`
6494
  - repo last seen: `2026-07-07T13:04:02Z`
6495
- - first seen in snapshot: **yes**
6496
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6497
  - repo primary artifacts: **1**
6498
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7052,6 +7053,27 @@ Example artifacts:
7052
  Example artifacts:
7053
  - [PR #46312: docs: 🌐 add Turkish translation for README file](https://github.com/huggingface/transformers/pull/46312) — closed, merged
7054
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7055
  ### `petecao`
7056
 
7057
  - profile: [github.com/petecao](https://github.com/petecao)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260708T000615Z`
4
+ - Generated: `2026-07-08T00:07:06Z`
5
  - Activity window: `60d`
6
+ - Contributors: `353`
7
 
8
  ## Summary
9
 
 
14
  | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 103 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
15
  | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 102 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
16
  | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-07-19T13:27:51Z` | 100 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
17
+ | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 75 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
18
  | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 70 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
19
  | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 58 | 2 | mixed | low | low | targets high-star repos |
20
  | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 50 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
 
24
  | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 37 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
25
  | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 36 | 20 | strong | low | low | targets high-star repos |
26
  | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 35 | 4 | strong | moderate | low | high recent PR volume |
27
+ | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 33 | 0 | strong | low | low | targets high-star repos |
28
  | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
29
  | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3752d | `2025-08-10T08:43:09Z` | 30 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
30
  | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 28 | 4 | strong | low | low | — |
 
32
  | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 27 | 14 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
33
  | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 27 | 0 | n/a | n/a | n/a | summary unavailable |
34
  | `sergereview[bot]` | [profile](https://github.com/sergereview[bot]) | no | CONTRIBUTOR | ?d | `2026-05-13T06:40:41Z` | 24 | 0 | n/a | n/a | n/a | summary unavailable |
35
+ | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 23 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
36
  | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 21 | 0 | strong | moderate | low | — |
37
  | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 21 | 0 | strong | moderate | low | targets high-star repos |
38
  | `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 21 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
 
97
  | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 4 | 1 | mixed | moderate | low | — |
98
  | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
99
  | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | CONTRIBUTOR | 1645d | `2026-04-29T09:34:56Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
100
  | `gante` | [profile](https://github.com/gante) | no | CONTRIBUTOR | 4054d | `2023-02-24T12:09:33Z` | 3 | 2 | strong | low | low | targets high-star repos |
101
  | `VectorPeak` | [profile](https://github.com/VectorPeak) | no | FIRST_TIME_CONTRIBUTOR | 2084d | `2026-07-03T09:46:12Z` | 2 | 3 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
102
  | `arnavkewalram` | [profile](https://github.com/arnavkewalram) | no | CONTRIBUTOR | 904d | `2026-06-15T15:28:55Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 
148
  | `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | weak | low | low | high open PR share; targets high-star repos |
149
  | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 4 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
150
  | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
151
+ | `qflen` | [profile](https://github.com/qflen) | no | CONTRIBUTOR | 479d | `2026-04-25T02:09:42Z` | 3 | 4 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
152
  | `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
153
  | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
154
  | `fyhon` | [profile](https://github.com/fyhon) | no | FIRST_TIME_CONTRIBUTOR | 1467d | `2026-05-06T09:12:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
262
  | `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
263
  | `Haris-bin-shakeel` | [profile](https://github.com/Haris-bin-shakeel) | no | NONE | 589d | `2026-06-08T18:36:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
264
  | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | NONE | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
265
+ | `harryjulian` | [profile](https://github.com/harryjulian) | no | FIRST_TIME_CONTRIBUTOR | 1554d | `2026-07-07T15:04:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
266
  | `hashwnath` | [profile](https://github.com/hashwnath) | no | NONE | 2510d | `2026-06-23T04:36:24Z` | 1 | 0 | mixed | high | low | broad repo spread; high open PR share |
267
  | `Hasnaathussain` | [profile](https://github.com/Hasnaathussain) | no | NONE | 1426d | `2026-06-21T11:56:27Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
268
  | `huzama` | [profile](https://github.com/huzama) | no | NONE | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
282
  | `kiankyars` | [profile](https://github.com/kiankyars) | no | NONE | 2112d | `2026-05-23T05:32:32Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
283
  | `kiwigitops` | [profile](https://github.com/kiwigitops) | no | CONTRIBUTOR | 81d | `2026-05-18T23:18:34Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
284
  | `kurtmckee` | [profile](https://github.com/kurtmckee) | no | CONTRIBUTOR | 6391d | `2026-06-12T11:41:21Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars |
285
+ | `labAxiaoming` | [profile](https://github.com/labAxiaoming) | no | FIRST_TIME_CONTRIBUTOR | 3144d | `2026-07-07T13:04:02Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
286
  | `lakshmiprasanna07` | [profile](https://github.com/lakshmiprasanna07) | no | NONE | 1219d | `2026-07-03T19:17:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
287
  | `lalitha2410` | [profile](https://github.com/lalitha2410) | no | FIRST_TIMER | 1043d | `2026-05-17T13:42:37Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
288
  | `lanxuejin` | [profile](https://github.com/lanxuejin) | no | FIRST_TIME_CONTRIBUTOR | 2869d | `2026-06-04T12:32:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
309
  | `ndvbd` | [profile](https://github.com/ndvbd) | no | FIRST_TIME_CONTRIBUTOR | 5482d | `2026-06-16T08:24:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
310
  | `NicolasHug` | [profile](https://github.com/NicolasHug) | no | CONTRIBUTOR | 5321d | `2026-06-08T11:13:46Z` | 1 | 0 | strong | moderate | low | extremely high recent PR volume |
311
  | `onuralpszr` | [profile](https://github.com/onuralpszr) | no | CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
312
+ | `pariidanDKE` | [profile](https://github.com/pariidanDKE) | yes | FIRST_TIME_CONTRIBUTOR | 2103d | `2026-07-07T19:10:11Z` | 1 | 0 | mixed | low | low | — |
313
  | `petecao` | [profile](https://github.com/petecao) | no | CONTRIBUTOR | 2982d | `2026-05-25T19:01:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
314
  | `PINKIIILQWQ` | [profile](https://github.com/PINKIIILQWQ) | no | NONE | 333d | `2026-06-16T20:11:32Z` | 1 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
315
  | `professoralbay` | [profile](https://github.com/professoralbay) | no | FIRST_TIMER | 780d | `2026-06-03T20:51:18Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
371
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
372
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
373
  - repo first seen: `2025-02-05T12:51:57Z`
374
+ - repo last seen: `2026-07-07T20:58:53Z`
375
  - first seen in snapshot: **no**
376
  - repo association: **MEMBER**
377
  - repo primary artifacts: **136**
378
  - snapshot authored PRs/issues: **136 PRs / 0 issues**
379
+ - snapshot discussion activity: **140 comments / 267 reviews / 181 review comments**
380
  - account age: **4938 days**
381
  - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
382
  - public orgs: none visible
 
492
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
493
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
494
  - repo first seen: `2024-02-08T22:19:09Z`
495
+ - repo last seen: `2026-07-07T20:47:46Z`
496
  - first seen in snapshot: **no**
497
  - repo association: **MEMBER**
498
+ - repo primary artifacts: **77**
499
+ - snapshot authored PRs/issues: **75 PRs / 2 issues**
500
  - snapshot discussion activity: **41 comments / 186 reviews / 319 review comments**
501
  - account age: **2296 days**
502
  - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 
505
  - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
506
 
507
  Example artifacts:
508
+ - [PR #47149: [docs] MoE decode switching](https://github.com/huggingface/transformers/pull/47149) — open
509
  - [PR #47114: [docs] Custom code conversion mapping](https://github.com/huggingface/transformers/pull/47114) — open
510
  - [PR #46968: [docs] fix autolinks](https://github.com/huggingface/transformers/pull/46968) — closed, merged
 
511
  - [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
512
  - [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
513
 
 
543
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
544
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
545
  - repo first seen: `2025-08-26T12:13:50Z`
546
+ - repo last seen: `2026-07-07T20:48:36Z`
547
  - first seen in snapshot: **no**
548
  - repo association: **MEMBER**
549
  - repo primary artifacts: **60**
550
  - snapshot authored PRs/issues: **58 PRs / 2 issues**
551
+ - snapshot discussion activity: **775 comments / 1440 reviews / 5845 review comments**
552
  - account age: **1991 days**
553
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
554
  - public orgs: none visible
 
739
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb)
740
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb)
741
  - repo first seen: `2025-01-20T12:27:19Z`
742
+ - repo last seen: `2026-07-07T20:52:03Z`
743
  - first seen in snapshot: **no**
744
  - repo association: **MEMBER**
745
+ - repo primary artifacts: **33**
746
+ - snapshot authored PRs/issues: **33 PRs / 0 issues**
747
+ - snapshot discussion activity: **57 comments / 215 reviews / 371 review comments**
748
  - account age: **1607 days**
749
  - recent public PR activity: **11 PRs** (8 merged / 0 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
750
  - public orgs: none visible
 
752
  - heuristic read: **targets high-star repos**
753
 
754
  Example artifacts:
755
+ - [PR #47146: [fix] update integration test values](https://github.com/huggingface/transformers/pull/47146) — open
756
  - [PR #47144: revert #47121](https://github.com/huggingface/transformers/pull/47144) — closed, merged
757
  - [PR #47113: [fix] fix requirements audio feature and proc](https://github.com/huggingface/transformers/pull/47113) — open
 
758
 
759
  ### `yonigozlan`
760
 
 
932
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahmellor)
933
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahmellor)
934
  - repo first seen: `2025-08-14T10:03:14Z`
935
+ - repo last seen: `2026-07-07T19:39:16Z`
936
  - first seen in snapshot: **no**
937
  - repo association: **MEMBER**
938
+ - repo primary artifacts: **25**
939
+ - snapshot authored PRs/issues: **23 PRs / 2 issues**
940
  - snapshot discussion activity: **31 comments / 58 reviews / 29 review comments**
941
  - account age: **3592 days**
942
  - recent public PR activity: **79 PRs** (72 merged / 3 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **4%**, open rate **5%**)
 
945
  - heuristic read: **high recent PR volume; targets high-star repos**
946
 
947
  Example artifacts:
948
+ - [PR #47148: Fix case where `_LazyAutoMapping.register` is passed a `str` key](https://github.com/huggingface/transformers/pull/47148) — open
949
  - [PR #46622: Fix Mistral models which contain both `tokenizer.json` and `tekken.json`](https://github.com/huggingface/transformers/pull/46622) — closed
950
  - [PR #46605: Fix `peft` lower bound](https://github.com/huggingface/transformers/pull/46605) — closed, merged
 
951
  - [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
952
  - [Issue #42738: BERT-like models with RoPE](https://github.com/huggingface/transformers/issues/42738) — open
953
 
 
1003
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunt-ing)
1004
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunt-ing)
1005
  - repo first seen: `2026-06-18T09:58:22Z`
1006
+ - repo last seen: `2026-07-07T20:00:05Z`
1007
  - first seen in snapshot: **no**
1008
  - repo association: **CONTRIBUTOR**
1009
  - repo primary artifacts: **21**
1010
  - snapshot authored PRs/issues: **21 PRs / 0 issues**
1011
+ - snapshot discussion activity: **15 comments / 5 reviews / 5 review comments**
1012
  - account age: **2841 days**
1013
  - recent public PR activity: **52 PRs** (17 merged / 6 closed-unmerged / 29 open; merged rate **33%**, closed-unmerged rate **12%**, open rate **56%**)
1014
  - public orgs: none visible
 
2446
  - [PR #47061: Fix device_map="auto" under-packing that spills quantized models to cpu (#46823)](https://github.com/huggingface/transformers/pull/47061) — open
2447
  - [PR #45752: Fix unhandled exception noise from background safetensors conversion thread](https://github.com/huggingface/transformers/pull/45752) — closed, merged
2448
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2449
  ### `gante`
2450
 
2451
  - profile: [github.com/gante](https://github.com/gante)
 
3600
  - [PR #45625: Add `supports_gradient_checkpointing` to `NemotronHPreTrainedModel`](https://github.com/huggingface/transformers/pull/45625) — closed, merged
3601
  - [PR #44873: Fix VL model rope_deltas batch size mismatch in online RL training](https://github.com/huggingface/transformers/pull/44873) — closed, merged
3602
 
3603
+ ### `qflen`
3604
+
3605
+ - profile: [github.com/qflen](https://github.com/qflen)
3606
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqflen)
3607
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqflen)
3608
+ - repo first seen: `2026-04-25T02:09:42Z`
3609
+ - repo last seen: `2026-07-06T23:07:43Z`
3610
+ - first seen in snapshot: **no**
3611
+ - repo association: **CONTRIBUTOR**
3612
+ - repo primary artifacts: **7**
3613
+ - snapshot authored PRs/issues: **3 PRs / 4 issues**
3614
+ - snapshot discussion activity: **9 comments / 3 reviews / 3 review comments**
3615
+ - account age: **479 days**
3616
+ - recent public PR activity: **49 PRs** (12 merged / 6 closed-unmerged / 31 open; merged rate **24%**, closed-unmerged rate **12%**, open rate **63%**)
3617
+ - public orgs: none visible
3618
+ - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
3619
+ - heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
3620
+
3621
+ Example artifacts:
3622
+ - [PR #46514: Honor a concrete dtype in AutoModel for composite checkpoints](https://github.com/huggingface/transformers/pull/46514) — closed, merged
3623
+ - [PR #45852: Fix slow Trainer path with 4D attention mask](https://github.com/huggingface/transformers/pull/45852) — closed, merged
3624
+ - [PR #45822: Fix added-token prefix space in SentencePiece fast tokenizers](https://github.com/huggingface/transformers/pull/45822) — open
3625
+ - [Issue #46723: Several models hardcode `torch.float64` in their forward pass, crashing on MPS (Apple Silicon)](https://github.com/huggingface/transformers/issues/46723) — open
3626
+ - [Issue #46512: from_config(dtype=...) builds weights in the requested dtype but leaves model.config.dtype stale](https://github.com/huggingface/transformers/issues/46512) — open
3627
+ - [Issue #46459: `dtype` is silently ignored when loading composite (multimodal) checkpoints through AutoModelForCausalLM (affects all Qwen3.5 repos)](https://github.com/huggingface/transformers/issues/46459) — closed
3628
+
3629
  ### `Abineshabee`
3630
 
3631
  - profile: [github.com/Abineshabee](https://github.com/Abineshabee)
 
4131
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aandreasgoulas)
4132
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aandreasgoulas)
4133
  - repo first seen: `2026-06-15T09:54:17Z`
4134
+ - repo last seen: `2026-07-07T20:58:01Z`
4135
  - first seen in snapshot: **no**
4136
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4137
  - repo primary artifacts: **4**
4138
  - snapshot authored PRs/issues: **1 PRs / 3 issues**
4139
+ - snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
4140
  - account age: **5178 days**
4141
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4142
  - public orgs: `EmptyJuiceBox`
 
4144
  - heuristic read: **high open PR share; targets high-star repos**
4145
 
4146
  Example artifacts:
4147
+ - [PR #47134: Fix FA performance regression](https://github.com/huggingface/transformers/pull/47134) — open
4148
  - [Issue #46693: Performance regression with FA2 and long-context generation after 5.2.0](https://github.com/huggingface/transformers/issues/46693) — open
4149
  - [Issue #46664: SmolVLM: Inconsistent meaning of num_frames in video processor](https://github.com/huggingface/transformers/issues/46664) — closed
4150
  - [Issue #46655: SmolVLM: Error due to incorrect padding calculation in video processor](https://github.com/huggingface/transformers/issues/46655) — closed
 
4487
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALauraGPT)
4488
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALauraGPT)
4489
  - repo first seen: `2026-05-24T11:07:04Z`
4490
+ - repo last seen: `2026-07-07T22:12:41Z`
4491
  - first seen in snapshot: **no**
4492
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4493
  - repo primary artifacts: **2**
4494
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
4495
+ - snapshot discussion activity: **34 comments / 0 reviews / 0 review comments**
4496
  - account age: **3699 days**
4497
  - recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
4498
  - public orgs: `FunAudioLLM`
 
5589
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aclijo)
5590
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aclijo)
5591
  - repo first seen: `2026-07-07T11:36:27Z`
5592
+ - repo last seen: `2026-07-07T21:34:41Z`
5593
  - first seen in snapshot: **no**
5594
  - repo association: **FIRST_TIME_CONTRIBUTOR**
5595
  - repo primary artifacts: **1**
5596
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5597
+ - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
5598
  - account age: **2547 days**
5599
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5600
  - public orgs: none visible
 
6073
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharryjulian)
6074
  - repo first seen: `2026-07-07T15:04:12Z`
6075
  - repo last seen: `2026-07-07T16:13:45Z`
6076
+ - first seen in snapshot: **no**
6077
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6078
  - repo primary artifacts: **1**
6079
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
6493
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AlabAxiaoming)
6494
  - repo first seen: `2026-07-07T13:04:02Z`
6495
  - repo last seen: `2026-07-07T13:04:02Z`
6496
+ - first seen in snapshot: **no**
6497
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6498
  - repo primary artifacts: **1**
6499
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
7053
  Example artifacts:
7054
  - [PR #46312: docs: 🌐 add Turkish translation for README file](https://github.com/huggingface/transformers/pull/46312) — closed, merged
7055
 
7056
+ ### `pariidanDKE`
7057
+
7058
+ - profile: [github.com/pariidanDKE](https://github.com/pariidanDKE)
7059
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ApariidanDKE)
7060
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ApariidanDKE)
7061
+ - repo first seen: `2026-07-07T19:10:11Z`
7062
+ - repo last seen: `2026-07-07T19:10:11Z`
7063
+ - first seen in snapshot: **yes**
7064
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
7065
+ - repo primary artifacts: **1**
7066
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
7067
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7068
+ - account age: **2103 days**
7069
+ - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
7070
+ - public orgs: none visible
7071
+ - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
7072
+ - heuristic read: **—**
7073
+
7074
+ Example artifacts:
7075
+ - [PR #47147: Fix IndexError Bug in XLMRoberta/Camembert ForMultipleChoice by restoring the pooler](https://github.com/huggingface/transformers/pull/47147) — open
7076
+
7077
  ### `petecao`
7078
 
7079
  - profile: [github.com/petecao](https://github.com/petecao)
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  {
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@@ -608,8 +608,8 @@
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