evalstate HF Staff commited on
Commit
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1 Parent(s): d3eeda1

Refresh transformers dataset snapshot 20260509T060023Z

Browse files
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  - eval set creation
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  Notes:
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  - raw data only; no labels or moderation decisions
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  # New Contributor Report: huggingface/transformers
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- | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 71 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
17
  | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 50 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
18
  | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2025-01-06T17:52:26Z` | 45 | 1 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
19
  | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 43 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
@@ -25,9 +25,9 @@
25
  | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 24 | 0 | strong | low | low | targets high-star repos |
26
  | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 22 | 4 | strong | moderate | low | high recent PR volume |
27
  | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 20 | 0 | strong | low | low | targets high-star repos |
 
28
  | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
29
  | `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
30
- | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 17 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
31
  | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 17 | 3 | strong | low | low | — |
32
  | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 16 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
33
  | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-12-16T08:22:52Z` | 16 | 1 | strong | moderate | low | targets high-star repos |
@@ -65,7 +65,7 @@
65
  | `rtrompier` | [profile](https://github.com/rtrompier) | no | MEMBER | 4939d | `2026-04-15T08:26:45Z` | 4 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share |
66
  | `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 |
67
  | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
68
- | `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 3 | 3 | strong | moderate | low | high recent PR volume |
69
  | `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
70
  | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | CONTRIBUTOR | 1230d | `2026-03-27T02:44:21Z` | 3 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
71
  | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -127,6 +127,7 @@
127
  | `saslifat-gif` | [profile](https://github.com/saslifat-gif) | no | CONTRIBUTOR | 229d | `2026-04-02T14:08:15Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
128
  | `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 |
129
  | `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 |
 
130
  | `UsamaKenway` | [profile](https://github.com/UsamaKenway) | no | CONTRIBUTOR | 2385d | `2026-04-07T18:39:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
131
  | `voodoovampire` | [profile](https://github.com/voodoovampire) | no | FIRST_TIME_CONTRIBUTOR | 512d | `2026-04-25T19:30:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
132
  | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
@@ -214,6 +215,7 @@
214
  | `AlrIsmail` | [profile](https://github.com/AlrIsmail) | no | FIRST_TIME_CONTRIBUTOR | 1299d | `2026-04-26T14:26:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
215
  | `anagnorisis2peripeteia` | [profile](https://github.com/anagnorisis2peripeteia) | no | FIRST_TIME_CONTRIBUTOR | 1130d | `2026-05-07T07:28:52Z` | 1 | 0 | weak | high | low | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
216
  | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | NONE | 9d | `2026-04-22T13:14:19Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 
217
  | `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — |
218
  | `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 149d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
219
  | `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 |
@@ -227,7 +229,6 @@
227
  | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
228
  | `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | NONE | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
229
  | `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
230
- | `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
231
  | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
232
  | `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
233
  | `chandan11248` | [profile](https://github.com/chandan11248) | no | FIRST_TIME_CONTRIBUTOR | 728d | `2026-03-15T15:23:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -344,7 +345,6 @@
344
  | `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
345
  | `silencelamb` | [profile](https://github.com/silencelamb) | no | CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
346
  | `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
347
- | `SindhuRaghuram97` | [profile](https://github.com/SindhuRaghuram97) | no | CONTRIBUTOR | 1319d | `2026-05-05T14:47:02Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
348
  | `songyuc` | [profile](https://github.com/songyuc) | no | NONE | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
349
  | `Spectual` | [profile](https://github.com/Spectual) | no | NONE | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
350
  | `stationeros` | [profile](https://github.com/stationeros) | no | FIRST_TIME_CONTRIBUTOR | 1336d | `2026-04-25T08:47:25Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -473,12 +473,12 @@ Example artifacts:
473
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
474
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
475
  - repo first seen: `2025-06-20T09:58:55Z`
476
- - repo last seen: `2026-05-08T09:42:51Z`
477
  - first seen in snapshot: **no**
478
  - repo association: **CONTRIBUTOR**
479
- - repo primary artifacts: **75**
480
- - snapshot authored PRs/issues: **71 PRs / 4 issues**
481
- - snapshot discussion activity: **61 comments / 56 reviews / 55 review comments**
482
  - account age: **3934 days**
483
  - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
484
  - public orgs: none visible
@@ -486,9 +486,9 @@ Example artifacts:
486
  - heuristic read: **high recent PR volume; targets high-star repos**
487
 
488
  Example artifacts:
 
489
  - [PR #45845: fix(rf_detr): fix failing tests](https://github.com/huggingface/transformers/pull/45845) — closed, merged
490
  - [PR #45844: fix(granite4_vision): auto-fix failing tests](https://github.com/huggingface/transformers/pull/45844) — closed, merged
491
- - [PR #45843: fix model parallel issues for deimv2](https://github.com/huggingface/transformers/pull/45843) — open
492
  - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
493
  - [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
494
  - [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
@@ -758,6 +758,32 @@ Example artifacts:
758
  - [PR #45606: [gemma4] infer from config instead of hardcoding](https://github.com/huggingface/transformers/pull/45606) — open
759
  - [PR #45534: 🚨 [ALM] Add base model without head](https://github.com/huggingface/transformers/pull/45534) — open, draft
760
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
761
  ### `tomaarsen`
762
 
763
  - profile: [github.com/tomaarsen](https://github.com/tomaarsen)
@@ -807,32 +833,6 @@ Example artifacts:
807
  - [PR #44824: fix(xlnet): add device parameter to relative_positional_encoding](https://github.com/huggingface/transformers/pull/44824) — closed
808
  - [PR #44823: fix: AutoImageProcessor from URL loading](https://github.com/huggingface/transformers/pull/44823) — closed
809
 
810
- ### `qgallouedec`
811
-
812
- - profile: [github.com/qgallouedec](https://github.com/qgallouedec)
813
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
814
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
815
- - repo first seen: `2024-12-13T13:39:10Z`
816
- - repo last seen: `2026-05-08T16:37:34Z`
817
- - first seen in snapshot: **no**
818
- - repo association: **MEMBER**
819
- - repo primary artifacts: **30**
820
- - snapshot authored PRs/issues: **17 PRs / 13 issues**
821
- - snapshot discussion activity: **37 comments / 47 reviews / 47 review comments**
822
- - account age: **2692 days**
823
- - recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
824
- - public orgs: `huggingface`
825
- - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
826
- - heuristic read: **extremely high recent PR volume; targets high-star repos**
827
-
828
- Example artifacts:
829
- - [PR #45848: Add Maximal Update Parametrization (μP)](https://github.com/huggingface/transformers/pull/45848) — open
830
- - [PR #45794: Fix WeightConverter substring match on leaf-style source patterns](https://github.com/huggingface/transformers/pull/45794) — open
831
- - [PR #45443: Raise 400 on model mismatch when `transformers serve` is pinned](https://github.com/huggingface/transformers/pull/45443) — closed, merged
832
- - [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
833
- - [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
834
- - [Issue #44514: `Qwen2_5_VLProcessor.apply_chat_template` crashes on batched input when `padding=False`](https://github.com/huggingface/transformers/issues/44514) — closed
835
-
836
  ### `IlyasMoutawwakil`
837
 
838
  - profile: [github.com/IlyasMoutawwakil](https://github.com/IlyasMoutawwakil)
@@ -1708,11 +1708,11 @@ Example artifacts:
1708
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
1709
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
1710
  - repo first seen: `2026-04-23T00:37:54Z`
1711
- - repo last seen: `2026-05-04T17:56:36Z`
1712
  - first seen in snapshot: **no**
1713
  - repo association: **CONTRIBUTOR**
1714
- - repo primary artifacts: **6**
1715
- - snapshot authored PRs/issues: **3 PRs / 3 issues**
1716
  - snapshot discussion activity: **4 comments / 3 reviews / 3 review comments**
1717
  - account age: **4221 days**
1718
  - recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
@@ -1724,9 +1724,9 @@ Example artifacts:
1724
  - [PR #45770: Unwrap `text_config` in `AutoModelFor*.from_config`](https://github.com/huggingface/transformers/pull/45770) — closed, merged
1725
  - [PR #45760: End-to-end test of Gemma 3 + FA2 construction](https://github.com/huggingface/transformers/pull/45760) — open
1726
  - [PR #45589: Fix `AttributeError` on `s_aux=None` in `flash_attention_forward`](https://github.com/huggingface/transformers/pull/45589) — closed, merged
 
1727
  - [Issue #45759: `AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs](https://github.com/huggingface/transformers/issues/45759) — closed
1728
  - [Issue #45663: Gemma-4 training with FSDP2 raises `KeyError` in `Gemma4TextAttention.forward` because `shared_kv_states` is rebuilt per-layer](https://github.com/huggingface/transformers/issues/45663) — open
1729
- - [Issue #45588: `integrations/flash_attention.py` crashes with `AttributeError` on `s_aux=None` for sink-less models](https://github.com/huggingface/transformers/issues/45588) — closed
1730
 
1731
  ### `Cursx`
1732
 
@@ -2046,12 +2046,12 @@ Example artifacts:
2046
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbineshabee)
2047
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbineshabee)
2048
  - repo first seen: `2026-04-13T08:59:27Z`
2049
- - repo last seen: `2026-05-08T11:57:56Z`
2050
  - first seen in snapshot: **no**
2051
  - repo association: **CONTRIBUTOR**
2052
  - repo primary artifacts: **3**
2053
  - snapshot authored PRs/issues: **2 PRs / 1 issues**
2054
- - snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
2055
  - account age: **1453 days**
2056
  - recent public PR activity: **7 PRs** (3 merged / 3 closed-unmerged / 1 open; merged rate **43%**, closed-unmerged rate **43%**, open rate **14%**)
2057
  - public orgs: none visible
@@ -3100,6 +3100,28 @@ Example artifacts:
3100
  - [PR #45369: fix(generation): handle CUDA multinomial limit in beam search sampling](https://github.com/huggingface/transformers/pull/45369) — closed
3101
  - [PR #45368: fix(serving): resolve rust tokenizer from ProcessorMixin in streaming generation](https://github.com/huggingface/transformers/pull/45368) — closed, merged
3102
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3103
  ### `UsamaKenway`
3104
 
3105
  - profile: [github.com/UsamaKenway](https://github.com/UsamaKenway)
@@ -5018,6 +5040,27 @@ Example artifacts:
5018
  Example artifacts:
5019
  - [PR #45576: docs(pipeline): fix num_workers docstring default from 8 to 0](https://github.com/huggingface/transformers/pull/45576) — closed
5020
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5021
  ### `andrewor14`
5022
 
5023
  - profile: [github.com/andrewor14](https://github.com/andrewor14)
@@ -5291,27 +5334,6 @@ Example artifacts:
5291
  Example artifacts:
5292
  - [PR #44781: Fix `_set_model_specific_special_tokens` to accept list-format `extra_special_tokens`](https://github.com/huggingface/transformers/pull/44781) — open
5293
 
5294
- ### `black-yt`
5295
-
5296
- - profile: [github.com/black-yt](https://github.com/black-yt)
5297
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ablack-yt)
5298
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablack-yt)
5299
- - repo first seen: `2026-03-10T01:52:18Z`
5300
- - repo last seen: `2026-03-28T09:55:33Z`
5301
- - first seen in snapshot: **no**
5302
- - repo association: **NONE**
5303
- - repo primary artifacts: **1**
5304
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
5305
- - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
5306
- - account age: **1826 days**
5307
- - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
5308
- - public orgs: none visible
5309
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
5310
- - heuristic read: **—**
5311
-
5312
- Example artifacts:
5313
- - [PR #44555: Fix TypeError in RoPE validation when ignore_keys_at_rope_validation is a list](https://github.com/huggingface/transformers/pull/44555) — closed
5314
-
5315
  ### `butterwecksolutions`
5316
 
5317
  - profile: [github.com/butterwecksolutions](https://github.com/butterwecksolutions)
@@ -7749,27 +7771,6 @@ Example artifacts:
7749
  Example artifacts:
7750
  - [PR #45781: ..](https://github.com/huggingface/transformers/pull/45781) — closed
7751
 
7752
- ### `SindhuRaghuram97`
7753
-
7754
- - profile: [github.com/SindhuRaghuram97](https://github.com/SindhuRaghuram97)
7755
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASindhuRaghuram97)
7756
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASindhuRaghuram97)
7757
- - repo first seen: `2026-05-05T14:47:02Z`
7758
- - repo last seen: `2026-05-05T14:47:02Z`
7759
- - first seen in snapshot: **no**
7760
- - repo association: **CONTRIBUTOR**
7761
- - repo primary artifacts: **1**
7762
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
7763
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7764
- - account age: **1319 days**
7765
- - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
7766
- - public orgs: none visible
7767
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
7768
- - heuristic read: **no visible non-self stars; targets high-star repos**
7769
-
7770
- Example artifacts:
7771
- - [PR #45788: First model](https://github.com/huggingface/transformers/pull/45788) — closed, merged
7772
-
7773
  ### `songyuc`
7774
 
7775
  - profile: [github.com/songyuc](https://github.com/songyuc)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260509T060023Z`
4
+ - Generated: `2026-05-09T06:01:01Z`
5
  - Activity window: `60d`
6
  - Contributors: `360`
7
 
 
13
  | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 85 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
14
  | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 77 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
15
  | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 76 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
16
+ | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 72 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
17
  | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 50 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
18
  | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2025-01-06T17:52:26Z` | 45 | 1 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
19
  | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 43 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
 
25
  | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 24 | 0 | strong | low | low | targets high-star repos |
26
  | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 22 | 4 | strong | moderate | low | high recent PR volume |
27
  | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 20 | 0 | strong | low | low | targets high-star repos |
28
+ | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 18 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
29
  | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
30
  | `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
31
  | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 17 | 3 | strong | low | low | — |
32
  | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 16 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
33
  | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-12-16T08:22:52Z` | 16 | 1 | strong | moderate | low | targets high-star repos |
 
65
  | `rtrompier` | [profile](https://github.com/rtrompier) | no | MEMBER | 4939d | `2026-04-15T08:26:45Z` | 4 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share |
66
  | `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 |
67
  | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
68
+ | `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 3 | 4 | strong | moderate | low | high recent PR volume |
69
  | `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
70
  | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | CONTRIBUTOR | 1230d | `2026-03-27T02:44:21Z` | 3 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
71
  | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
127
  | `saslifat-gif` | [profile](https://github.com/saslifat-gif) | no | CONTRIBUTOR | 229d | `2026-04-02T14:08:15Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
128
  | `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 |
129
  | `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 |
130
+ | `SindhuRaghuram97` | [profile](https://github.com/SindhuRaghuram97) | no | CONTRIBUTOR | 1319d | `2026-05-05T14:47:02Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
131
  | `UsamaKenway` | [profile](https://github.com/UsamaKenway) | no | CONTRIBUTOR | 2385d | `2026-04-07T18:39:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
132
  | `voodoovampire` | [profile](https://github.com/voodoovampire) | no | FIRST_TIME_CONTRIBUTOR | 512d | `2026-04-25T19:30:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
133
  | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
 
215
  | `AlrIsmail` | [profile](https://github.com/AlrIsmail) | no | FIRST_TIME_CONTRIBUTOR | 1299d | `2026-04-26T14:26:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
216
  | `anagnorisis2peripeteia` | [profile](https://github.com/anagnorisis2peripeteia) | no | FIRST_TIME_CONTRIBUTOR | 1130d | `2026-05-07T07:28:52Z` | 1 | 0 | weak | high | low | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
217
  | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | NONE | 9d | `2026-04-22T13:14:19Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
218
+ | `andreay99` | [profile](https://github.com/andreay99) | yes | FIRST_TIME_CONTRIBUTOR | 1374d | `2026-05-09T02:34:44Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
219
  | `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — |
220
  | `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 149d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
221
  | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
229
  | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
230
  | `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | NONE | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
231
  | `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
232
  | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
233
  | `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
234
  | `chandan11248` | [profile](https://github.com/chandan11248) | no | FIRST_TIME_CONTRIBUTOR | 728d | `2026-03-15T15:23:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
345
  | `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
346
  | `silencelamb` | [profile](https://github.com/silencelamb) | no | CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
347
  | `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
 
348
  | `songyuc` | [profile](https://github.com/songyuc) | no | NONE | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
349
  | `Spectual` | [profile](https://github.com/Spectual) | no | NONE | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
350
  | `stationeros` | [profile](https://github.com/stationeros) | no | FIRST_TIME_CONTRIBUTOR | 1336d | `2026-04-25T08:47:25Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 
473
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
474
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
475
  - repo first seen: `2025-06-20T09:58:55Z`
476
+ - repo last seen: `2026-05-09T05:45:40Z`
477
  - first seen in snapshot: **no**
478
  - repo association: **CONTRIBUTOR**
479
+ - repo primary artifacts: **76**
480
+ - snapshot authored PRs/issues: **72 PRs / 4 issues**
481
+ - snapshot discussion activity: **61 comments / 60 reviews / 59 review comments**
482
  - account age: **3934 days**
483
  - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
484
  - public orgs: none visible
 
486
  - heuristic read: **high recent PR volume; targets high-star repos**
487
 
488
  Example artifacts:
489
+ - [PR #45858: hy_v3: add XPU expectations](https://github.com/huggingface/transformers/pull/45858) — open
490
  - [PR #45845: fix(rf_detr): fix failing tests](https://github.com/huggingface/transformers/pull/45845) — closed, merged
491
  - [PR #45844: fix(granite4_vision): auto-fix failing tests](https://github.com/huggingface/transformers/pull/45844) — closed, merged
 
492
  - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
493
  - [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
494
  - [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
 
758
  - [PR #45606: [gemma4] infer from config instead of hardcoding](https://github.com/huggingface/transformers/pull/45606) — open
759
  - [PR #45534: 🚨 [ALM] Add base model without head](https://github.com/huggingface/transformers/pull/45534) — open, draft
760
 
761
+ ### `qgallouedec`
762
+
763
+ - profile: [github.com/qgallouedec](https://github.com/qgallouedec)
764
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
765
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
766
+ - repo first seen: `2024-12-13T13:39:10Z`
767
+ - repo last seen: `2026-05-09T04:16:37Z`
768
+ - first seen in snapshot: **no**
769
+ - repo association: **MEMBER**
770
+ - repo primary artifacts: **31**
771
+ - snapshot authored PRs/issues: **18 PRs / 13 issues**
772
+ - snapshot discussion activity: **37 comments / 47 reviews / 47 review comments**
773
+ - account age: **2692 days**
774
+ - recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
775
+ - public orgs: `huggingface`
776
+ - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
777
+ - heuristic read: **extremely high recent PR volume; targets high-star repos**
778
+
779
+ Example artifacts:
780
+ - [PR #45857: Fix `tie_word_embeddings` not lifted from `text_config` for some VLM configs (BC regression)](https://github.com/huggingface/transformers/pull/45857) — open
781
+ - [PR #45848: Add Maximal Update Parametrization (μP)](https://github.com/huggingface/transformers/pull/45848) — open
782
+ - [PR #45794: Fix WeightConverter substring match on leaf-style source patterns](https://github.com/huggingface/transformers/pull/45794) — open
783
+ - [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
784
+ - [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
785
+ - [Issue #44514: `Qwen2_5_VLProcessor.apply_chat_template` crashes on batched input when `padding=False`](https://github.com/huggingface/transformers/issues/44514) — closed
786
+
787
  ### `tomaarsen`
788
 
789
  - profile: [github.com/tomaarsen](https://github.com/tomaarsen)
 
833
  - [PR #44824: fix(xlnet): add device parameter to relative_positional_encoding](https://github.com/huggingface/transformers/pull/44824) — closed
834
  - [PR #44823: fix: AutoImageProcessor from URL loading](https://github.com/huggingface/transformers/pull/44823) — closed
835
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
836
  ### `IlyasMoutawwakil`
837
 
838
  - profile: [github.com/IlyasMoutawwakil](https://github.com/IlyasMoutawwakil)
 
1708
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
1709
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
1710
  - repo first seen: `2026-04-23T00:37:54Z`
1711
+ - repo last seen: `2026-05-09T05:46:24Z`
1712
  - first seen in snapshot: **no**
1713
  - repo association: **CONTRIBUTOR**
1714
+ - repo primary artifacts: **7**
1715
+ - snapshot authored PRs/issues: **3 PRs / 4 issues**
1716
  - snapshot discussion activity: **4 comments / 3 reviews / 3 review comments**
1717
  - account age: **4221 days**
1718
  - recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
 
1724
  - [PR #45770: Unwrap `text_config` in `AutoModelFor*.from_config`](https://github.com/huggingface/transformers/pull/45770) — closed, merged
1725
  - [PR #45760: End-to-end test of Gemma 3 + FA2 construction](https://github.com/huggingface/transformers/pull/45760) — open
1726
  - [PR #45589: Fix `AttributeError` on `s_aux=None` in `flash_attention_forward`](https://github.com/huggingface/transformers/pull/45589) — closed, merged
1727
+ - [Issue #45859: `Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload](https://github.com/huggingface/transformers/issues/45859) — open
1728
  - [Issue #45759: `AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs](https://github.com/huggingface/transformers/issues/45759) — closed
1729
  - [Issue #45663: Gemma-4 training with FSDP2 raises `KeyError` in `Gemma4TextAttention.forward` because `shared_kv_states` is rebuilt per-layer](https://github.com/huggingface/transformers/issues/45663) — open
 
1730
 
1731
  ### `Cursx`
1732
 
 
2046
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbineshabee)
2047
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbineshabee)
2048
  - repo first seen: `2026-04-13T08:59:27Z`
2049
+ - repo last seen: `2026-05-09T05:22:14Z`
2050
  - first seen in snapshot: **no**
2051
  - repo association: **CONTRIBUTOR**
2052
  - repo primary artifacts: **3**
2053
  - snapshot authored PRs/issues: **2 PRs / 1 issues**
2054
+ - snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
2055
  - account age: **1453 days**
2056
  - recent public PR activity: **7 PRs** (3 merged / 3 closed-unmerged / 1 open; merged rate **43%**, closed-unmerged rate **43%**, open rate **14%**)
2057
  - public orgs: none visible
 
3100
  - [PR #45369: fix(generation): handle CUDA multinomial limit in beam search sampling](https://github.com/huggingface/transformers/pull/45369) — closed
3101
  - [PR #45368: fix(serving): resolve rust tokenizer from ProcessorMixin in streaming generation](https://github.com/huggingface/transformers/pull/45368) — closed, merged
3102
 
3103
+ ### `SindhuRaghuram97`
3104
+
3105
+ - profile: [github.com/SindhuRaghuram97](https://github.com/SindhuRaghuram97)
3106
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASindhuRaghuram97)
3107
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASindhuRaghuram97)
3108
+ - repo first seen: `2026-05-05T14:47:02Z`
3109
+ - repo last seen: `2026-05-09T02:19:50Z`
3110
+ - first seen in snapshot: **no**
3111
+ - repo association: **CONTRIBUTOR**
3112
+ - repo primary artifacts: **2**
3113
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
3114
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
3115
+ - account age: **1319 days**
3116
+ - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
3117
+ - public orgs: none visible
3118
+ - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
3119
+ - heuristic read: **no visible non-self stars; targets high-star repos**
3120
+
3121
+ Example artifacts:
3122
+ - [PR #45855: -](https://github.com/huggingface/transformers/pull/45855) — closed, draft
3123
+ - [PR #45788: First model](https://github.com/huggingface/transformers/pull/45788) — closed, merged
3124
+
3125
  ### `UsamaKenway`
3126
 
3127
  - profile: [github.com/UsamaKenway](https://github.com/UsamaKenway)
 
5040
  Example artifacts:
5041
  - [PR #45576: docs(pipeline): fix num_workers docstring default from 8 to 0](https://github.com/huggingface/transformers/pull/45576) — closed
5042
 
5043
+ ### `andreay99`
5044
+
5045
+ - profile: [github.com/andreay99](https://github.com/andreay99)
5046
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aandreay99)
5047
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aandreay99)
5048
+ - repo first seen: `2026-05-09T02:34:44Z`
5049
+ - repo last seen: `2026-05-09T02:34:44Z`
5050
+ - first seen in snapshot: **yes**
5051
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
5052
+ - repo primary artifacts: **1**
5053
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
5054
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5055
+ - account age: **1374 days**
5056
+ - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
5057
+ - public orgs: none visible
5058
+ - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
5059
+ - heuristic read: **high open PR share; targets high-star repos**
5060
+
5061
+ Example artifacts:
5062
+ - [PR #45856: Migrate TF32 API calls to new fp32_precision API](https://github.com/huggingface/transformers/pull/45856) — open
5063
+
5064
  ### `andrewor14`
5065
 
5066
  - profile: [github.com/andrewor14](https://github.com/andrewor14)
 
5334
  Example artifacts:
5335
  - [PR #44781: Fix `_set_model_specific_special_tokens` to accept list-format `extra_special_tokens`](https://github.com/huggingface/transformers/pull/44781) — open
5336
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5337
  ### `butterwecksolutions`
5338
 
5339
  - profile: [github.com/butterwecksolutions](https://github.com/butterwecksolutions)
 
7771
  Example artifacts:
7772
  - [PR #45781: ..](https://github.com/huggingface/transformers/pull/45781) — closed
7773
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7774
  ### `songyuc`
7775
 
7776
  - profile: [github.com/songyuc](https://github.com/songyuc)
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2068
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2069
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  "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.",
4195
  "shared_filenames": [
4196
  "src/transformers/generation/utils.py"
@@ -4206,7 +4258,7 @@
4206
  {
4207
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4208
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4209
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4210
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4212
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1
  {
2
  "repo": "huggingface/transformers",
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  "pr_scope_clusters": [
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  {
 
48
  {
49
  "left_pr_number": 43663,
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52
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  "breadth_similarity": 1.0,
 
64
  {
65
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  "right_pr_number": 43663,
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80
  {
81
  "left_pr_number": 43651,
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  "right_pr_number": 45067,
83
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87
  "concentration_similarity": 1.0,
 
144
  {
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  "left_pr_number": 43663,
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147
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  {
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182
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273
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279
  "concentration_similarity": 1.0,
 
288
  {
289
  "left_pr_number": 43651,
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291
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292
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294
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305
  "left_pr_number": 43636,
306
  "right_pr_number": 44660,
307
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308
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309
  "size_similarity": 0.545,
310
  "breadth_similarity": 1.0,
311
  "concentration_similarity": 1.0,
 
385
  "left_pr_number": 43663,
386
  "right_pr_number": 45055,
387
  "similarity": 0.399,
388
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389
  "size_similarity": 0.12,
390
  "breadth_similarity": 1.0,
391
  "concentration_similarity": 1.0,
 
512
  {
513
  "left_pr_number": 44257,
514
  "right_pr_number": 45055,
515
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  "concentration_similarity": 1.0,
 
526
  ]
527
  },
528
  {
529
+ "left_pr_number": 44123,
530
+ "right_pr_number": 44189,
531
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534
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535
  "concentration_similarity": 1.0,
536
  "shared_filenames": [
 
542
  ]
543
  },
544
  {
545
+ "left_pr_number": 43636,
546
+ "right_pr_number": 44123,
547
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+ "size_similarity": 0.2,
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  "breadth_similarity": 1.0,
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  "concentration_similarity": 1.0,
552
  "shared_filenames": [
 
576
  {
577
  "left_pr_number": 43663,
578
  "right_pr_number": 45273,
579
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580
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  "breadth_similarity": 1.0,
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  "concentration_similarity": 1.0,
 
593
  "left_pr_number": 44660,
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  "right_pr_number": 45273,
595
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  "breadth_similarity": 1.0,
599
  "concentration_similarity": 1.0,
 
625
  "left_pr_number": 44123,
626
  "right_pr_number": 44257,
627
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628
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629
  "size_similarity": 0.109,
630
  "breadth_similarity": 1.0,
631
  "concentration_similarity": 1.0,
 
705
  "left_pr_number": 43651,
706
  "right_pr_number": 45273,
707
  "similarity": 0.333,
708
+ "content_similarity": 0.238,
709
  "size_similarity": 0.111,
710
  "breadth_similarity": 1.0,
711
  "concentration_similarity": 1.0,
 
720
  {
721
  "left_pr_number": 44123,
722
  "right_pr_number": 45273,
723
+ "similarity": 0.322,
724
  "content_similarity": 0.237,
725
  "size_similarity": 0.036,
726
  "breadth_similarity": 1.0,
 
803
  "left_pr_number": 45294,
804
  "right_pr_number": 45438,
805
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806
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807
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808
  "breadth_similarity": 1.0,
809
  "concentration_similarity": 0.989,
 
900
  "left_pr_number": 45438,
901
  "right_pr_number": 45817,
902
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903
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904
  "size_similarity": 0.231,
905
  "breadth_similarity": 0.55,
906
  "concentration_similarity": 0.626,
 
963
  "left_pr_number": 45294,
964
  "right_pr_number": 45716,
965
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966
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967
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968
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969
  "concentration_similarity": 0.892,
 
1129
  "shared_directories": [
1130
  "src/transformers/models/glm_image",
1131
  "src/transformers/models/glm_ocr",
 
1132
  "src/transformers/models/paddleocr_vl",
1133
+ "src/transformers/models/glm4v",
1134
  "src/transformers/models/qwen3_5_moe",
1135
+ "src/transformers/models/glm4v_moe",
1136
  "src/transformers/models/qwen2_5_omni",
1137
+ "src/transformers/models/qwen3_vl"
1138
  ],
1139
  "pairwise": [
1140
  {
 
1174
  "left_pr_number": 45396,
1175
  "right_pr_number": 45783,
1176
  "similarity": 0.528,
1177
+ "content_similarity": 0.459,
1178
  "size_similarity": 0.761,
1179
  "breadth_similarity": 0.465,
1180
  "concentration_similarity": 0.919,
 
1273
  "left_pr_number": 45783,
1274
  "right_pr_number": 45827,
1275
  "similarity": 0.43,
1276
+ "content_similarity": 0.469,
1277
  "size_similarity": 0.174,
1278
  "breadth_similarity": 0.285,
1279
  "concentration_similarity": 0.929,
 
1306
  "left_pr_number": 41992,
1307
  "right_pr_number": 45783,
1308
  "similarity": 0.417,
1309
+ "content_similarity": 0.258,
1310
  "size_similarity": 0.751,
1311
  "breadth_similarity": 0.851,
1312
  "concentration_similarity": 0.774,
 
1372
  "left_pr_number": 41992,
1373
  "right_pr_number": 45827,
1374
  "similarity": 0.315,
1375
+ "content_similarity": 0.314,
1376
  "size_similarity": 0.131,
1377
  "breadth_similarity": 0.335,
1378
  "concentration_similarity": 0.845,
 
1515
  {
1516
  "left_pr_number": 45635,
1517
  "right_pr_number": 45828,
1518
+ "similarity": 0.614,
1519
  "content_similarity": 0.578,
1520
  "size_similarity": 0.711,
1521
  "breadth_similarity": 0.675,
 
1535
  "left_pr_number": 44974,
1536
  "right_pr_number": 45828,
1537
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1538
+ "content_similarity": 0.528,
1539
  "size_similarity": 0.42,
1540
  "breadth_similarity": 0.875,
1541
  "concentration_similarity": 0.771,
 
1555
  "left_pr_number": 45635,
1556
  "right_pr_number": 45794,
1557
  "similarity": 0.46,
1558
+ "content_similarity": 0.547,
1559
  "size_similarity": 0.02,
1560
  "breadth_similarity": 0.333,
1561
  "concentration_similarity": 0.814,
 
1881
  {
1882
  "left_pr_number": 43836,
1883
  "right_pr_number": 44682,
1884
+ "similarity": 0.61,
1885
  "content_similarity": 0.657,
1886
  "size_similarity": 0.398,
1887
  "breadth_similarity": 0.5,
 
2003
  "left_pr_number": 45649,
2004
  "right_pr_number": 45655,
2005
  "similarity": 0.458,
2006
+ "content_similarity": 0.321,
2007
  "size_similarity": 0.556,
2008
  "breadth_similarity": 1.0,
2009
  "concentration_similarity": 1.0,
 
2065
  }
2066
  ]
2067
  },
2068
+ {
2069
+ "cluster_id": "pr-scope-44385-4",
2070
+ "pr_numbers": [
2071
+ 44385,
2072
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2073
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2074
+ 45856
2075
+ ],
2076
+ "representative_pr_number": 44615,
2077
+ "average_similarity": 0.408,
2078
+ "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
2079
+ "shared_filenames": [
2080
+ "src/transformers/utils/import_utils.py"
2081
+ ],
2082
+ "shared_directories": [
2083
+ "src/transformers/utils",
2084
+ "src/transformers",
2085
+ "src"
2086
+ ],
2087
+ "pairwise": [
2088
+ {
2089
+ "left_pr_number": 44615,
2090
+ "right_pr_number": 45856,
2091
+ "similarity": 0.524,
2092
+ "content_similarity": 0.425,
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+ "size_similarity": 0.897,
2094
+ "breadth_similarity": 0.5,
2095
+ "concentration_similarity": 0.846,
2096
+ "shared_filenames": [
2097
+ "src/transformers/utils/import_utils.py"
2098
+ ],
2099
+ "shared_directories": [
2100
+ "src/transformers/utils",
2101
+ "src/transformers",
2102
+ "src"
2103
+ ]
2104
+ },
2105
+ {
2106
+ "left_pr_number": 44615,
2107
+ "right_pr_number": 45524,
2108
+ "similarity": 0.42,
2109
+ "content_similarity": 0.336,
2110
+ "size_similarity": 0.229,
2111
+ "breadth_similarity": 1.0,
2112
+ "concentration_similarity": 1.0,
2113
+ "shared_filenames": [
2114
+ "src/transformers/utils/import_utils.py"
2115
+ ],
2116
+ "shared_directories": [
2117
+ "src/transformers/utils",
2118
+ "src/transformers",
2119
+ "src"
2120
+ ]
2121
+ },
2122
+ {
2123
+ "left_pr_number": 44385,
2124
+ "right_pr_number": 44615,
2125
+ "similarity": 0.407,
2126
+ "content_similarity": 0.336,
2127
+ "size_similarity": 0.371,
2128
+ "breadth_similarity": 0.667,
2129
+ "concentration_similarity": 1.0,
2130
+ "shared_filenames": [
2131
+ "src/transformers/utils/import_utils.py"
2132
+ ],
2133
+ "shared_directories": [
2134
+ "src/transformers/utils",
2135
+ "src/transformers",
2136
+ "src"
2137
+ ]
2138
+ },
2139
+ {
2140
+ "left_pr_number": 44385,
2141
+ "right_pr_number": 45524,
2142
+ "similarity": 0.383,
2143
+ "content_similarity": 0.248,
2144
+ "size_similarity": 0.615,
2145
+ "breadth_similarity": 0.667,
2146
+ "concentration_similarity": 1.0,
2147
+ "shared_filenames": [
2148
+ "src/transformers/utils/import_utils.py"
2149
+ ],
2150
+ "shared_directories": [
2151
+ "src/transformers/utils",
2152
+ "src/transformers",
2153
+ "src"
2154
+ ]
2155
+ },
2156
+ {
2157
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2158
+ "right_pr_number": 45856,
2159
+ "similarity": 0.37,
2160
+ "content_similarity": 0.313,
2161
+ "size_similarity": 0.333,
2162
+ "breadth_similarity": 0.583,
2163
+ "concentration_similarity": 0.846,
2164
+ "shared_filenames": [
2165
+ "src/transformers/utils/import_utils.py"
2166
+ ],
2167
+ "shared_directories": [
2168
+ "src/transformers/utils",
2169
+ "src/transformers",
2170
+ "src"
2171
+ ]
2172
+ },
2173
+ {
2174
+ "left_pr_number": 45524,
2175
+ "right_pr_number": 45856,
2176
+ "similarity": 0.343,
2177
+ "content_similarity": 0.314,
2178
+ "size_similarity": 0.205,
2179
+ "breadth_similarity": 0.5,
2180
+ "concentration_similarity": 0.846,
2181
+ "shared_filenames": [
2182
+ "src/transformers/utils/import_utils.py"
2183
+ ],
2184
+ "shared_directories": [
2185
+ "src/transformers/utils",
2186
+ "src/transformers",
2187
+ "src"
2188
+ ]
2189
+ }
2190
+ ]
2191
+ },
2192
  {
2193
  "cluster_id": "pr-scope-44066-3",
2194
  "pr_numbers": [
 
2353
  45422
2354
  ],
2355
  "representative_pr_number": 41606,
2356
+ "average_similarity": 0.559,
2357
  "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
2358
  "shared_filenames": [
2359
  "tests/test_processing_common.py",
 
2387
  "left_pr_number": 41606,
2388
  "right_pr_number": 45422,
2389
  "similarity": 0.501,
2390
+ "content_similarity": 0.424,
2391
  "size_similarity": 0.569,
2392
  "breadth_similarity": 0.75,
2393
  "concentration_similarity": 0.881,
 
2525
  "left_pr_number": 42975,
2526
  "right_pr_number": 45077,
2527
  "similarity": 0.679,
2528
+ "content_similarity": 0.624,
2529
  "size_similarity": 0.731,
2530
  "breadth_similarity": 0.833,
2531
  "concentration_similarity": 1.0,
 
2569
  {
2570
  "left_pr_number": 42975,
2571
  "right_pr_number": 42976,
2572
+ "similarity": 0.412,
2573
  "content_similarity": 0.408,
2574
  "size_similarity": 0.101,
2575
  "breadth_similarity": 0.606,
 
2612
  {
2613
  "left_pr_number": 34667,
2614
  "right_pr_number": 39683,
2615
+ "similarity": 0.536,
2616
  "content_similarity": 0.448,
2617
  "size_similarity": 0.478,
2618
  "breadth_similarity": 1.0,
 
2715
  {
2716
  "left_pr_number": 41097,
2717
  "right_pr_number": 44547,
2718
+ "similarity": 0.404,
2719
  "content_similarity": 0.328,
2720
  "size_similarity": 0.16,
2721
  "breadth_similarity": 1.0,
 
2738
  45846
2739
  ],
2740
  "representative_pr_number": 43875,
2741
+ "average_similarity": 0.424,
2742
  "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`; representative PR #43875.",
2743
  "shared_filenames": [
2744
  "src/transformers/cache_utils.py",
 
2755
  "left_pr_number": 43875,
2756
  "right_pr_number": 45846,
2757
  "similarity": 0.573,
2758
+ "content_similarity": 0.586,
2759
  "size_similarity": 0.101,
2760
  "breadth_similarity": 1.0,
2761
  "concentration_similarity": 0.963,
 
2774
  "left_pr_number": 43875,
2775
  "right_pr_number": 44893,
2776
  "similarity": 0.365,
2777
+ "content_similarity": 0.284,
2778
  "size_similarity": 0.581,
2779
  "breadth_similarity": 0.5,
2780
  "concentration_similarity": 0.581,
 
2804
  }
2805
  ]
2806
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2807
  {
2808
  "cluster_id": "pr-scope-33686-3",
2809
  "pr_numbers": [
 
2812
  44550
2813
  ],
2814
  "representative_pr_number": 44550,
2815
+ "average_similarity": 0.37,
2816
  "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
2817
  "shared_filenames": [],
2818
  "shared_directories": [
 
2857
  "left_pr_number": 33686,
2858
  "right_pr_number": 44407,
2859
  "similarity": 0.352,
2860
+ "content_similarity": 0.084,
2861
  "size_similarity": 0.957,
2862
  "breadth_similarity": 1.0,
2863
  "concentration_similarity": 1.0,
 
3528
  45849
3529
  ],
3530
  "representative_pr_number": 45167,
3531
+ "average_similarity": 0.565,
3532
  "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/chat_template_utils.py`; representative PR #45167.",
3533
  "shared_filenames": [
3534
  "src/transformers/utils/chat_template_utils.py"
 
3542
  {
3543
  "left_pr_number": 45167,
3544
  "right_pr_number": 45849,
3545
+ "similarity": 0.565,
3546
  "content_similarity": 0.467,
3547
  "size_similarity": 0.591,
3548
  "breadth_similarity": 1.0,
 
3604
  45840
3605
  ],
3606
  "representative_pr_number": 45777,
3607
+ "average_similarity": 0.522,
3608
  "summary": "2 open PRs share weighted file overlap around `conftest.py`; representative PR #45777.",
3609
  "shared_filenames": [
3610
  "conftest.py"
 
3614
  {
3615
  "left_pr_number": 45777,
3616
  "right_pr_number": 45840,
3617
+ "similarity": 0.522,
3618
+ "content_similarity": 0.456,
3619
  "size_similarity": 0.353,
3620
  "breadth_similarity": 1.0,
3621
  "concentration_similarity": 1.0,
 
3881
  "left_pr_number": 45332,
3882
  "right_pr_number": 45333,
3883
  "similarity": 0.497,
3884
+ "content_similarity": 0.529,
3885
  "size_similarity": 0.215,
3886
  "breadth_similarity": 0.479,
3887
  "concentration_similarity": 0.945,
 
4021
  "left_pr_number": 45034,
4022
  "right_pr_number": 45513,
4023
  "similarity": 0.477,
4024
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4025
  "size_similarity": 0.309,
4026
  "breadth_similarity": 0.829,
4027
  "concentration_similarity": 0.712,
 
4242
  45618
4243
  ],
4244
  "representative_pr_number": 42655,
4245
+ "average_similarity": 0.378,
4246
  "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.",
4247
  "shared_filenames": [
4248
  "src/transformers/generation/utils.py"
 
4258
  {
4259
  "left_pr_number": 42655,
4260
  "right_pr_number": 45618,
4261
+ "similarity": 0.378,
4262
  "content_similarity": 0.212,
4263
  "size_similarity": 0.974,
4264
  "breadth_similarity": 0.389,
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