evalstate HF Staff commited on
Commit
027ce85
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1 Parent(s): 24bc66b

Refresh transformers dataset snapshot 20260718T180026Z

Browse files
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@@ -75,7 +75,7 @@ Use:
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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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  - PR metadata, file-level patch hunks, and full unified diffs are included
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3420
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3421
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8714
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8720
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8760
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8761
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8762
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8763
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8764
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8773
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11827
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11828
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11830
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11831
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11832
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12575
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12576
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12578
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12579
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12580
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15999
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22969
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22970
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22985
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22986
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22987
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22988
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22989
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23000
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23001
  "name": "Rocky",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260718T120032Z`
4
- - Generated: `2026-07-18T12:01:40Z`
5
  - Activity window: `60d`
6
- - Contributors: `363`
7
 
8
  ## Summary
9
 
@@ -113,6 +113,7 @@
113
  | `Ace3Z` | [profile](https://github.com/Ace3Z) | no | CONTRIBUTOR | 2598d | `2026-05-24T21:47:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
114
  | `Achyuthan-S` | [profile](https://github.com/Achyuthan-S) | no | NONE | 1368d | `2026-06-06T07:20:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
115
  | `aoright` | [profile](https://github.com/aoright) | no | NONE | 1548d | `2026-06-30T04:02:20Z` | 2 | 0 | weak | high | medium | broad repo spread; high open PR share; targets high-star repos |
 
116
  | `bglglzd` | [profile](https://github.com/bglglzd) | no | NONE | 213d | `2026-07-12T08:39:28Z` | 2 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
117
  | `Bhavana998` | [profile](https://github.com/Bhavana998) | no | FIRST_TIME_CONTRIBUTOR | 447d | `2026-06-05T15:57:49Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
118
  | `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
@@ -155,7 +156,6 @@
155
  | `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 |
156
  | `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 242d | `2026-03-30T15:02:06Z` | 3 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
157
  | `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
158
- | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
159
  | `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
160
  | `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2704d | `2026-02-26T17:57:16Z` | 2 | 0 | mixed | moderate | low | high recent PR volume |
161
  | `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 2 | 0 | weak | moderate | low | high open PR share |
@@ -167,7 +167,6 @@
167
  | `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 2 | 0 | weak | low | low | no visible non-self stars; targets high-star repos |
168
  | `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 2 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
169
  | `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
170
- | `rmotgi1227` | [profile](https://github.com/rmotgi1227) | no | NONE | 295d | `2026-05-12T21:21:10Z` | 2 | 0 | mixed | moderate | low | young account; targets high-star repos |
171
  | `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
172
  | `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
173
  | `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
@@ -201,7 +200,7 @@
201
  | `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
202
  | `sohumt123` | [profile](https://github.com/sohumt123) | no | NONE | 451d | `2026-07-14T16:42:44Z` | 1 | 1 | weak | high | medium | broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
203
  | `XanxusCrypto` | [profile](https://github.com/XanxusCrypto) | no | CONTRIBUTOR | 3282d | `2026-04-02T09:17:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
204
- | `Yigtwxx` | [profile](https://github.com/Yigtwxx) | yes | FIRST_TIME_CONTRIBUTOR | 912d | `2026-07-18T08:03:46Z` | 1 | 1 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
205
  | `abderahmane-ai` | [profile](https://github.com/abderahmane-ai) | no | NONE | 294d | `2026-06-18T22:40:41Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
206
  | `adhavan18` | [profile](https://github.com/adhavan18) | no | NONE | 1585d | `2026-06-15T11:44:11Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
207
  | `Aditya-ad48` | [profile](https://github.com/Aditya-ad48) | no | FIRST_TIME_CONTRIBUTOR | 705d | `2026-05-24T09:20:39Z` | 1 | 0 | weak | moderate | low | high open PR share |
@@ -220,7 +219,6 @@
220
  | `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | NONE | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
221
  | `ash01825` | [profile](https://github.com/ash01825) | no | FIRST_TIME_CONTRIBUTOR | 930d | `2026-06-13T15:51:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
222
  | `ashusnapx` | [profile](https://github.com/ashusnapx) | no | NONE | 2034d | `2026-07-09T00:36:56Z` | 1 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
223
- | `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
224
  | `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
225
  | `AUTHENSOR` | [profile](https://github.com/AUTHENSOR) | no | FIRST_TIME_CONTRIBUTOR | 201d | `2026-07-10T04:12:27Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
226
  | `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -264,7 +262,7 @@
264
  | `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
265
  | `HamzaDogann` | [profile](https://github.com/HamzaDogann) | no | NONE | 1672d | `2026-05-21T15:32:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
266
  | `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 |
267
- | `hanu-14` | [profile](https://github.com/hanu-14) | yes | FIRST_TIME_CONTRIBUTOR | 1756d | `2026-07-18T07:34:31Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
268
  | `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 |
269
  | `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 |
270
  | `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 |
@@ -342,6 +340,7 @@
342
  | `ShamSaleem` | [profile](https://github.com/ShamSaleem) | no | CONTRIBUTOR | 1520d | `2026-06-22T07:57:42Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
343
  | `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
344
  | `ShareLer` | [profile](https://github.com/ShareLer) | no | FIRST_TIME_CONTRIBUTOR | 2684d | `2026-07-08T10:26:48Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 
345
  | `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
346
  | `shoushinya123` | [profile](https://github.com/shoushinya123) | no | CONTRIBUTOR | 669d | `2026-06-13T11:44:09Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
347
  | `shreyescodes` | [profile](https://github.com/shreyescodes) | no | NONE | 1108d | `2026-06-17T07:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -1307,7 +1306,7 @@ Example artifacts:
1307
 
1308
  Example artifacts:
1309
  - [PR #47387: [WIP] Support one-to-many conversions](https://github.com/huggingface/transformers/pull/47387) — open
1310
- - [PR #47336: [Offloading] Fix fully offloaded model saving](https://github.com/huggingface/transformers/pull/47336) — open
1311
  - [PR #46965: [Model] Support `use_cache=False` for DeepSeek V4](https://github.com/huggingface/transformers/pull/46965) — closed, merged
1312
  - [Issue #47333: [Offloading] Cannot save disk-offloaded `Qwen/Qwen3-30B-A3B`](https://github.com/huggingface/transformers/issues/47333) — open
1313
  - [Issue #47332: [Offloading] Cannot save disk-offloaded `Qwen3-VL-32B-Instruct`](https://github.com/huggingface/transformers/issues/47332) — closed
@@ -2829,6 +2828,28 @@ Example artifacts:
2829
  - [PR #46987: fix(models): fix MPS float64 type compatibility crashes for MusicFlamingo and UDOP](https://github.com/huggingface/transformers/pull/46987) — closed
2830
  - [PR #46973: Fix AttributeError when window_size is set in TimesFm2_5ModelForPrediction](https://github.com/huggingface/transformers/pull/46973) — closed
2831
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2832
  ### `bglglzd`
2833
 
2834
  - profile: [github.com/bglglzd](https://github.com/bglglzd)
@@ -3775,30 +3796,6 @@ Example artifacts:
3775
  - [PR #45837: WIP: fix(deepseek_v4) correct CSA per-query block mask and causal top-k guard in eager attention](https://github.com/huggingface/transformers/pull/45837) — closed, draft
3776
  - [PR #45747: Fix split batch size](https://github.com/huggingface/transformers/pull/45747) — closed
3777
 
3778
- ### `oliverholworthy`
3779
-
3780
- - profile: [github.com/oliverholworthy](https://github.com/oliverholworthy)
3781
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aoliverholworthy)
3782
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aoliverholworthy)
3783
- - repo first seen: `2026-01-26T21:42:45Z`
3784
- - repo last seen: `2026-05-19T17:01:20Z`
3785
- - first seen in snapshot: **no**
3786
- - repo association: **CONTRIBUTOR**
3787
- - repo primary artifacts: **4**
3788
- - snapshot authored PRs/issues: **2 PRs / 2 issues**
3789
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
3790
- - account age: **5290 days**
3791
- - recent public PR activity: **20 PRs** (5 merged / 6 closed-unmerged / 9 open; merged rate **25%**, closed-unmerged rate **30%**, open rate **45%**)
3792
- - public orgs: none visible
3793
- - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
3794
- - heuristic read: **high open PR share**
3795
-
3796
- Example artifacts:
3797
- - [PR #46079: Fix Gemma4 use_bidirectional_attention="all" mask behavior](https://github.com/huggingface/transformers/pull/46079) — closed, merged
3798
- - [PR #43509: Guard torch.is_autocast_enabled(device_type) for torch<2.4](https://github.com/huggingface/transformers/pull/43509) — closed
3799
- - [Issue #46077: Gemma4 `use_bidirectional_attention="all"` still builds causal attention masks](https://github.com/huggingface/transformers/issues/46077) — closed
3800
- - [Issue #43508: Transformers 5.0.0 calls torch.is_autocast_enabled(device_type) breaking compatibility with torch<2.4](https://github.com/huggingface/transformers/issues/43508) — closed
3801
-
3802
  ### `Wauplin`
3803
 
3804
  - profile: [github.com/Wauplin](https://github.com/Wauplin)
@@ -4042,28 +4039,6 @@ Example artifacts:
4042
  - [PR #46330: Fix: strip EOS token when continue_final_message=True in MistralCommo…](https://github.com/huggingface/transformers/pull/46330) — open
4043
  - [PR #45784: fix: remove upper bound on tokenizers version constraint](https://github.com/huggingface/transformers/pull/45784) — closed
4044
 
4045
- ### `rmotgi1227`
4046
-
4047
- - profile: [github.com/rmotgi1227](https://github.com/rmotgi1227)
4048
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Armotgi1227)
4049
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Armotgi1227)
4050
- - repo first seen: `2026-05-12T21:21:10Z`
4051
- - repo last seen: `2026-05-19T17:59:32Z`
4052
- - first seen in snapshot: **no**
4053
- - repo association: **NONE**
4054
- - repo primary artifacts: **2**
4055
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
4056
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
4057
- - account age: **295 days**
4058
- - recent public PR activity: **14 PRs** (6 merged / 3 closed-unmerged / 5 open; merged rate **43%**, closed-unmerged rate **21%**, open rate **36%**)
4059
- - public orgs: none visible
4060
- - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
4061
- - heuristic read: **young account; targets high-star repos**
4062
-
4063
- Example artifacts:
4064
- - [PR #46081: fix(cache): StaticLayer.get_seq_length() should return int not Tensor](https://github.com/huggingface/transformers/pull/46081) — closed
4065
- - [PR #45924: Fix AutoTokenizer using wrong tokenizer class for olmo2, granite, granitemoehybrid, hyperclovax, and ernie models](https://github.com/huggingface/transformers/pull/45924) — closed
4066
-
4067
  ### `ryota-komatsu`
4068
 
4069
  - profile: [github.com/ryota-komatsu](https://github.com/ryota-komatsu)
@@ -4803,7 +4778,7 @@ Example artifacts:
4803
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYigtwxx)
4804
  - repo first seen: `2026-07-18T08:03:46Z`
4805
  - repo last seen: `2026-07-18T08:05:05Z`
4806
- - first seen in snapshot: **yes**
4807
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4808
  - repo primary artifacts: **2**
4809
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
@@ -5196,27 +5171,6 @@ Example artifacts:
5196
  Example artifacts:
5197
  - [PR #47183: Fix tar-slip/zip-slip arbitrary file write vulnerabilities (CWE-22)](https://github.com/huggingface/transformers/pull/47183) — closed
5198
 
5199
- ### `atharvajoshi10`
5200
-
5201
- - profile: [github.com/atharvajoshi10](https://github.com/atharvajoshi10)
5202
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aatharvajoshi10)
5203
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aatharvajoshi10)
5204
- - repo first seen: `2026-07-08T22:49:00Z`
5205
- - repo last seen: `2026-07-08T22:49:00Z`
5206
- - first seen in snapshot: **no**
5207
- - repo association: **CONTRIBUTOR**
5208
- - repo primary artifacts: **1**
5209
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
5210
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5211
- - account age: **3285 days**
5212
- - recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
5213
- - public orgs: none visible
5214
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
5215
- - heuristic read: **high open PR share; targets high-star repos**
5216
-
5217
- Example artifacts:
5218
- - [PR #47181: Add Cosmos3 Edge model support](https://github.com/huggingface/transformers/pull/47181) — closed, merged
5219
-
5220
  ### `atri2549`
5221
 
5222
  - profile: [github.com/atri2549](https://github.com/atri2549)
@@ -6127,7 +6081,7 @@ Example artifacts:
6127
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahanu-14)
6128
  - repo first seen: `2026-07-18T07:34:31Z`
6129
  - repo last seen: `2026-07-18T07:34:31Z`
6130
- - first seen in snapshot: **yes**
6131
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6132
  - repo primary artifacts: **1**
6133
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7758,6 +7712,27 @@ Example artifacts:
7758
  Example artifacts:
7759
  - [PR #47170: Optimize flash attention max seqlen computation in vision attention](https://github.com/huggingface/transformers/pull/47170) — open
7760
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7761
  ### `Shashank-Tripathi-07`
7762
 
7763
  - profile: [github.com/Shashank-Tripathi-07](https://github.com/Shashank-Tripathi-07)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260718T180026Z`
4
+ - Generated: `2026-07-18T18:00:57Z`
5
  - Activity window: `60d`
6
+ - Contributors: `362`
7
 
8
  ## Summary
9
 
 
113
  | `Ace3Z` | [profile](https://github.com/Ace3Z) | no | CONTRIBUTOR | 2598d | `2026-05-24T21:47:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
114
  | `Achyuthan-S` | [profile](https://github.com/Achyuthan-S) | no | NONE | 1368d | `2026-06-06T07:20:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
115
  | `aoright` | [profile](https://github.com/aoright) | no | NONE | 1548d | `2026-06-30T04:02:20Z` | 2 | 0 | weak | high | medium | broad repo spread; high open PR share; targets high-star repos |
116
+ | `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
117
  | `bglglzd` | [profile](https://github.com/bglglzd) | no | NONE | 213d | `2026-07-12T08:39:28Z` | 2 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
118
  | `Bhavana998` | [profile](https://github.com/Bhavana998) | no | FIRST_TIME_CONTRIBUTOR | 447d | `2026-06-05T15:57:49Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
119
  | `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
 
156
  | `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 |
157
  | `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 242d | `2026-03-30T15:02:06Z` | 3 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
158
  | `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
159
  | `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
160
  | `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2704d | `2026-02-26T17:57:16Z` | 2 | 0 | mixed | moderate | low | high recent PR volume |
161
  | `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 2 | 0 | weak | moderate | low | high open PR share |
 
167
  | `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 2 | 0 | weak | low | low | no visible non-self stars; targets high-star repos |
168
  | `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 2 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
169
  | `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
170
  | `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
171
  | `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
172
  | `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
 
200
  | `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
201
  | `sohumt123` | [profile](https://github.com/sohumt123) | no | NONE | 451d | `2026-07-14T16:42:44Z` | 1 | 1 | weak | high | medium | broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
202
  | `XanxusCrypto` | [profile](https://github.com/XanxusCrypto) | no | CONTRIBUTOR | 3282d | `2026-04-02T09:17:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
203
+ | `Yigtwxx` | [profile](https://github.com/Yigtwxx) | no | FIRST_TIME_CONTRIBUTOR | 912d | `2026-07-18T08:03:46Z` | 1 | 1 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
204
  | `abderahmane-ai` | [profile](https://github.com/abderahmane-ai) | no | NONE | 294d | `2026-06-18T22:40:41Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
205
  | `adhavan18` | [profile](https://github.com/adhavan18) | no | NONE | 1585d | `2026-06-15T11:44:11Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
206
  | `Aditya-ad48` | [profile](https://github.com/Aditya-ad48) | no | FIRST_TIME_CONTRIBUTOR | 705d | `2026-05-24T09:20:39Z` | 1 | 0 | weak | moderate | low | high open PR share |
 
219
  | `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | NONE | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
220
  | `ash01825` | [profile](https://github.com/ash01825) | no | FIRST_TIME_CONTRIBUTOR | 930d | `2026-06-13T15:51:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
221
  | `ashusnapx` | [profile](https://github.com/ashusnapx) | no | NONE | 2034d | `2026-07-09T00:36:56Z` | 1 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
222
  | `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
223
  | `AUTHENSOR` | [profile](https://github.com/AUTHENSOR) | no | FIRST_TIME_CONTRIBUTOR | 201d | `2026-07-10T04:12:27Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
224
  | `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 
262
  | `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
263
  | `HamzaDogann` | [profile](https://github.com/HamzaDogann) | no | NONE | 1672d | `2026-05-21T15:32:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
264
  | `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 |
265
+ | `hanu-14` | [profile](https://github.com/hanu-14) | no | FIRST_TIME_CONTRIBUTOR | 1756d | `2026-07-18T07:34:31Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
266
  | `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 |
267
  | `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 |
268
  | `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 |
 
340
  | `ShamSaleem` | [profile](https://github.com/ShamSaleem) | no | CONTRIBUTOR | 1520d | `2026-06-22T07:57:42Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
341
  | `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
342
  | `ShareLer` | [profile](https://github.com/ShareLer) | no | FIRST_TIME_CONTRIBUTOR | 2684d | `2026-07-08T10:26:48Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
343
+ | `shark8pepper-eng` | [profile](https://github.com/shark8pepper-eng) | yes | FIRST_TIMER | 0d | `2026-07-18T14:10:28Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
344
  | `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
345
  | `shoushinya123` | [profile](https://github.com/shoushinya123) | no | CONTRIBUTOR | 669d | `2026-06-13T11:44:09Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
346
  | `shreyescodes` | [profile](https://github.com/shreyescodes) | no | NONE | 1108d | `2026-06-17T07:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
1306
 
1307
  Example artifacts:
1308
  - [PR #47387: [WIP] Support one-to-many conversions](https://github.com/huggingface/transformers/pull/47387) — open
1309
+ - [PR #47336: [Offloading] [Bugfix] Fix fully offloaded model saving](https://github.com/huggingface/transformers/pull/47336) — open
1310
  - [PR #46965: [Model] Support `use_cache=False` for DeepSeek V4](https://github.com/huggingface/transformers/pull/46965) — closed, merged
1311
  - [Issue #47333: [Offloading] Cannot save disk-offloaded `Qwen/Qwen3-30B-A3B`](https://github.com/huggingface/transformers/issues/47333) — open
1312
  - [Issue #47332: [Offloading] Cannot save disk-offloaded `Qwen3-VL-32B-Instruct`](https://github.com/huggingface/transformers/issues/47332) — closed
 
2828
  - [PR #46987: fix(models): fix MPS float64 type compatibility crashes for MusicFlamingo and UDOP](https://github.com/huggingface/transformers/pull/46987) — closed
2829
  - [PR #46973: Fix AttributeError when window_size is set in TimesFm2_5ModelForPrediction](https://github.com/huggingface/transformers/pull/46973) — closed
2830
 
2831
+ ### `atharvajoshi10`
2832
+
2833
+ - profile: [github.com/atharvajoshi10](https://github.com/atharvajoshi10)
2834
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aatharvajoshi10)
2835
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aatharvajoshi10)
2836
+ - repo first seen: `2026-07-08T22:49:00Z`
2837
+ - repo last seen: `2026-07-18T18:00:03Z`
2838
+ - first seen in snapshot: **no**
2839
+ - repo association: **CONTRIBUTOR**
2840
+ - repo primary artifacts: **2**
2841
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
2842
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
2843
+ - account age: **3285 days**
2844
+ - recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
2845
+ - public orgs: none visible
2846
+ - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
2847
+ - heuristic read: **high open PR share; targets high-star repos**
2848
+
2849
+ Example artifacts:
2850
+ - [PR #47399: Fix Cosmos 3 Edge Patch packing order](https://github.com/huggingface/transformers/pull/47399) — open
2851
+ - [PR #47181: Add Cosmos3 Edge model support](https://github.com/huggingface/transformers/pull/47181) — closed, merged
2852
+
2853
  ### `bglglzd`
2854
 
2855
  - profile: [github.com/bglglzd](https://github.com/bglglzd)
 
3796
  - [PR #45837: WIP: fix(deepseek_v4) correct CSA per-query block mask and causal top-k guard in eager attention](https://github.com/huggingface/transformers/pull/45837) — closed, draft
3797
  - [PR #45747: Fix split batch size](https://github.com/huggingface/transformers/pull/45747) — closed
3798
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3799
  ### `Wauplin`
3800
 
3801
  - profile: [github.com/Wauplin](https://github.com/Wauplin)
 
4039
  - [PR #46330: Fix: strip EOS token when continue_final_message=True in MistralCommo…](https://github.com/huggingface/transformers/pull/46330) — open
4040
  - [PR #45784: fix: remove upper bound on tokenizers version constraint](https://github.com/huggingface/transformers/pull/45784) — closed
4041
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4042
  ### `ryota-komatsu`
4043
 
4044
  - profile: [github.com/ryota-komatsu](https://github.com/ryota-komatsu)
 
4778
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYigtwxx)
4779
  - repo first seen: `2026-07-18T08:03:46Z`
4780
  - repo last seen: `2026-07-18T08:05:05Z`
4781
+ - first seen in snapshot: **no**
4782
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4783
  - repo primary artifacts: **2**
4784
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
 
5171
  Example artifacts:
5172
  - [PR #47183: Fix tar-slip/zip-slip arbitrary file write vulnerabilities (CWE-22)](https://github.com/huggingface/transformers/pull/47183) — closed
5173
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5174
  ### `atri2549`
5175
 
5176
  - profile: [github.com/atri2549](https://github.com/atri2549)
 
6081
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahanu-14)
6082
  - repo first seen: `2026-07-18T07:34:31Z`
6083
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6084
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6085
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6086
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6087
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7712
  Example artifacts:
7713
  - [PR #47170: Optimize flash attention max seqlen computation in vision attention](https://github.com/huggingface/transformers/pull/47170) — open
7714
 
7715
+ ### `shark8pepper-eng`
7716
+
7717
+ - profile: [github.com/shark8pepper-eng](https://github.com/shark8pepper-eng)
7718
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ashark8pepper-eng)
7719
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ashark8pepper-eng)
7720
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7721
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7730
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7731
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7732
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7733
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7734
+ - [PR #47398: Fix #47355: num_experts fallback instead of override in GlmMoeDsaConfig](https://github.com/huggingface/transformers/pull/47398) — open
7735
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7736
  ### `Shashank-Tripathi-07`
7737
 
7738
  - profile: [github.com/Shashank-Tripathi-07](https://github.com/Shashank-Tripathi-07)
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