evalstate HF Staff commited on
Commit
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1 Parent(s): d908c11

Refresh transformers dataset snapshot 20260524T000134Z

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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12640
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12641
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15659
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15660
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22280
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22290
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22291
  "author_login": "SAY-5",
22292
  "name": "Sai Asish Y",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260523T180021Z`
4
- - Generated: `2026-05-23T18:00:48Z`
5
  - Activity window: `60d`
6
- - Contributors: `359`
7
 
8
  ## Summary
9
 
@@ -108,7 +108,6 @@
108
  | `irfaan101` | [profile](https://github.com/irfaan101) | no | CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
109
  | `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
110
  | `jonghwanhyeon` | [profile](https://github.com/jonghwanhyeon) | no | CONTRIBUTOR | 5135d | `2026-04-21T11:42:03Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
111
- | `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5838d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
112
  | `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2226d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
113
  | `Kaz-scr` | [profile](https://github.com/Kaz-scr) | no | FIRST_TIME_CONTRIBUTOR | 1941d | `2026-04-30T15:39:40Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
114
  | `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1632d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -152,6 +151,7 @@
152
  | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
153
  | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
154
  | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
155
  | `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
156
  | `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
157
  | `sdharani91` | [profile](https://github.com/sdharani91) | no | 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 |
@@ -171,7 +171,6 @@
171
  | `anxovatomica` | [profile](https://github.com/anxovatomica) | no | NONE | 3464d | `2026-05-12T13:01:28Z` | 1 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
172
  | `Butanium` | [profile](https://github.com/Butanium) | no | CONTRIBUTOR | 2396d | `2026-03-25T01:39:23Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
173
  | `caiovicentino` | [profile](https://github.com/caiovicentino) | no | NONE | 470d | `2026-04-03T01:52:14Z` | 1 | 1 | weak | low | low | — |
174
- | `cjkindel` | [profile](https://github.com/cjkindel) | no | NONE | 4189d | `2026-03-24T21:01:11Z` | 1 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread |
175
  | `danielquintas8` | [profile](https://github.com/danielquintas8) | no | CONTRIBUTOR | 2020d | `2026-03-30T16:23:11Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
176
  | `davevanveen` | [profile](https://github.com/davevanveen) | no | FIRST_TIME_CONTRIBUTOR | 3357d | `2026-04-17T20:59:54Z` | 1 | 1 | mixed | low | low | high open PR share |
177
  | `dvdimitrov13` | [profile](https://github.com/dvdimitrov13) | no | FIRST_TIME_CONTRIBUTOR | 2296d | `2026-04-24T14:56:28Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -193,6 +192,7 @@
193
  | `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
194
  | `ronansgd` | [profile](https://github.com/ronansgd) | no | FIRST_TIME_CONTRIBUTOR | 2195d | `2026-04-22T08:50:02Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
195
  | `rpathade` | [profile](https://github.com/rpathade) | no | FIRST_TIME_CONTRIBUTOR | 2005d | `2026-03-29T22:46:13Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
 
196
  | `Tokarak` | [profile](https://github.com/Tokarak) | no | CONTRIBUTOR | 2200d | `2026-04-19T17:22:36Z` | 1 | 1 | weak | low | low | high open PR share |
197
  | `ZSLsherly` | [profile](https://github.com/ZSLsherly) | no | FIRST_TIMER | 975d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
198
  | `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -334,6 +334,7 @@
334
  | `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | NONE | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
335
  | `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3282d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
336
  | `sahildando` | [profile](https://github.com/sahildando) | no | NONE | 1241d | `2026-04-07T21:12:29Z` | 1 | 0 | mixed | high | medium | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 
337
  | `SAY-5` | [profile](https://github.com/SAY-5) | no | FIRST_TIME_CONTRIBUTOR | 172d | `2026-04-20T05:44:53Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
338
  | `SeaL773` | [profile](https://github.com/SeaL773) | no | FIRST_TIME_CONTRIBUTOR | 3075d | `2026-05-04T06:26:53Z` | 1 | 0 | mixed | moderate | low | — |
339
  | `sebastianvlad1` | [profile](https://github.com/sebastianvlad1) | no | CONTRIBUTOR | 3207d | `2026-04-30T16:48:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -2684,28 +2685,6 @@ Example artifacts:
2684
  - [PR #45751: Add Conformer model](https://github.com/huggingface/transformers/pull/45751) — open
2685
  - [PR #45549: fix: apply channel averaging correctly in audio feature extractors](https://github.com/huggingface/transformers/pull/45549) — open
2686
 
2687
- ### `kallewoof`
2688
-
2689
- - profile: [github.com/kallewoof](https://github.com/kallewoof)
2690
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akallewoof)
2691
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akallewoof)
2692
- - repo first seen: `2026-03-24T23:50:07Z`
2693
- - repo last seen: `2026-04-09T14:34:19Z`
2694
- - first seen in snapshot: **no**
2695
- - repo association: **CONTRIBUTOR**
2696
- - repo primary artifacts: **2**
2697
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
2698
- - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
2699
- - account age: **5838 days**
2700
- - recent public PR activity: **6 PRs** (3 merged / 3 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
2701
- - public orgs: none visible
2702
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
2703
- - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
2704
-
2705
- Example artifacts:
2706
- - [PR #45235: feat/rfc/poc: Agnostic GPU](https://github.com/huggingface/transformers/pull/45235) — closed, draft
2707
- - [PR #44980: bug-fix: do not assume torch.cuda is available when setting up norm values, even if flash linear attention is available](https://github.com/huggingface/transformers/pull/44980) — closed
2708
-
2709
  ### `Kash6`
2710
 
2711
  - profile: [github.com/Kash6](https://github.com/Kash6)
@@ -3196,12 +3175,12 @@ Example artifacts:
3196
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASriniketh24)
3197
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASriniketh24)
3198
  - repo first seen: `2026-05-18T14:39:34Z`
3199
- - repo last seen: `2026-05-23T03:06:18Z`
3200
  - first seen in snapshot: **no**
3201
  - repo association: **CONTRIBUTOR**
3202
  - repo primary artifacts: **2**
3203
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
3204
- - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
3205
  - account age: **609 days**
3206
  - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
3207
  - public orgs: none visible
@@ -3671,6 +3650,28 @@ Example artifacts:
3671
  - [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — closed, merged
3672
  - [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
3673
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3674
  ### `mitre88`
3675
 
3676
  - profile: [github.com/mitre88](https://github.com/mitre88)
@@ -4097,28 +4098,6 @@ Example artifacts:
4097
  - [PR #45364: Add PolarQuant backend to QuantizedCache (Hadamard-rotated Lloyd-Max)](https://github.com/huggingface/transformers/pull/45364) — closed, draft
4098
  - [Issue #45203: Add PolarQuant quantization: Hadamard-rotated Lloyd-Max optimal weights + KV cache](https://github.com/huggingface/transformers/issues/45203) — open
4099
 
4100
- ### `cjkindel`
4101
-
4102
- - profile: [github.com/cjkindel](https://github.com/cjkindel)
4103
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acjkindel)
4104
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acjkindel)
4105
- - repo first seen: `2026-03-24T21:01:11Z`
4106
- - repo last seen: `2026-04-01T20:14:37Z`
4107
- - first seen in snapshot: **no**
4108
- - repo association: **NONE**
4109
- - repo primary artifacts: **2**
4110
- - snapshot authored PRs/issues: **1 PRs / 1 issues**
4111
- - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
4112
- - account age: **4189 days**
4113
- - recent public PR activity: **104 PRs** (94 merged / 8 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **8%**, open rate **2%**)
4114
- - public orgs: none visible
4115
- - compact scores: follow-through **strong**, breadth **very high**, automation risk **medium**
4116
- - heuristic read: **extremely high recent PR volume; very broad repo spread**
4117
-
4118
- Example artifacts:
4119
- - [PR #44978: fix: handle absent sys.modules entry in modeling_utils](https://github.com/huggingface/transformers/pull/44978) — closed
4120
- - [Issue #45003: modeling_utils unsafely accesses sys.modules[]](https://github.com/huggingface/transformers/issues/45003) — closed
4121
-
4122
  ### `danielquintas8`
4123
 
4124
  - profile: [github.com/danielquintas8](https://github.com/danielquintas8)
@@ -4581,6 +4560,28 @@ Example artifacts:
4581
  - [PR #45105: Fix @auto_docstring crash with from __future__ import annotations in _process_kwargs_parameters](https://github.com/huggingface/transformers/pull/45105) — open
4582
  - [Issue #45103: [auto_docstring] _process_kwargs_parameters crashes with AttributeError when module uses from __future__ import annotations](https://github.com/huggingface/transformers/issues/45103) — open
4583
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4584
  ### `Tokarak`
4585
 
4586
  - profile: [github.com/Tokarak](https://github.com/Tokarak)
@@ -5135,12 +5136,12 @@ Example artifacts:
5135
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArjunSrivastava1)
5136
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArjunSrivastava1)
5137
  - repo first seen: `2026-05-07T18:36:08Z`
5138
- - repo last seen: `2026-05-23T17:59:29Z`
5139
  - first seen in snapshot: **no**
5140
  - repo association: **CONTRIBUTOR**
5141
  - repo primary artifacts: **1**
5142
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5143
- - snapshot discussion activity: **32 comments / 0 reviews / 0 review comments**
5144
  - account age: **430 days**
5145
  - recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
5146
  - public orgs: none visible
@@ -7545,6 +7546,27 @@ Example artifacts:
7545
  Example artifacts:
7546
  - [PR #45301: docs maintenance for transformers repository 979e8](https://github.com/huggingface/transformers/pull/45301) — closed
7547
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7548
  ### `SAY-5`
7549
 
7550
  - profile: [github.com/SAY-5](https://github.com/SAY-5)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260524T000134Z`
4
+ - Generated: `2026-05-24T00:02:09Z`
5
  - Activity window: `60d`
6
+ - Contributors: `360`
7
 
8
  ## Summary
9
 
 
108
  | `irfaan101` | [profile](https://github.com/irfaan101) | no | CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
109
  | `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
110
  | `jonghwanhyeon` | [profile](https://github.com/jonghwanhyeon) | no | CONTRIBUTOR | 5135d | `2026-04-21T11:42:03Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
111
  | `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2226d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
112
  | `Kaz-scr` | [profile](https://github.com/Kaz-scr) | no | FIRST_TIME_CONTRIBUTOR | 1941d | `2026-04-30T15:39:40Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
113
  | `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1632d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 
151
  | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
152
  | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
153
  | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
154
+ | `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5838d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
155
  | `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
156
  | `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
157
  | `sdharani91` | [profile](https://github.com/sdharani91) | no | 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 |
 
171
  | `anxovatomica` | [profile](https://github.com/anxovatomica) | no | NONE | 3464d | `2026-05-12T13:01:28Z` | 1 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
172
  | `Butanium` | [profile](https://github.com/Butanium) | no | CONTRIBUTOR | 2396d | `2026-03-25T01:39:23Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
173
  | `caiovicentino` | [profile](https://github.com/caiovicentino) | no | NONE | 470d | `2026-04-03T01:52:14Z` | 1 | 1 | weak | low | low | — |
 
174
  | `danielquintas8` | [profile](https://github.com/danielquintas8) | no | CONTRIBUTOR | 2020d | `2026-03-30T16:23:11Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
175
  | `davevanveen` | [profile](https://github.com/davevanveen) | no | FIRST_TIME_CONTRIBUTOR | 3357d | `2026-04-17T20:59:54Z` | 1 | 1 | mixed | low | low | high open PR share |
176
  | `dvdimitrov13` | [profile](https://github.com/dvdimitrov13) | no | FIRST_TIME_CONTRIBUTOR | 2296d | `2026-04-24T14:56:28Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
192
  | `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
193
  | `ronansgd` | [profile](https://github.com/ronansgd) | no | FIRST_TIME_CONTRIBUTOR | 2195d | `2026-04-22T08:50:02Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
194
  | `rpathade` | [profile](https://github.com/rpathade) | no | FIRST_TIME_CONTRIBUTOR | 2005d | `2026-03-29T22:46:13Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
195
+ | `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
196
  | `Tokarak` | [profile](https://github.com/Tokarak) | no | CONTRIBUTOR | 2200d | `2026-04-19T17:22:36Z` | 1 | 1 | weak | low | low | high open PR share |
197
  | `ZSLsherly` | [profile](https://github.com/ZSLsherly) | no | FIRST_TIMER | 975d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
198
  | `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
334
  | `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | NONE | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
335
  | `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3282d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
336
  | `sahildando` | [profile](https://github.com/sahildando) | no | NONE | 1241d | `2026-04-07T21:12:29Z` | 1 | 0 | mixed | high | medium | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
337
+ | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | yes | FIRST_TIME_CONTRIBUTOR | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
338
  | `SAY-5` | [profile](https://github.com/SAY-5) | no | FIRST_TIME_CONTRIBUTOR | 172d | `2026-04-20T05:44:53Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
339
  | `SeaL773` | [profile](https://github.com/SeaL773) | no | FIRST_TIME_CONTRIBUTOR | 3075d | `2026-05-04T06:26:53Z` | 1 | 0 | mixed | moderate | low | — |
340
  | `sebastianvlad1` | [profile](https://github.com/sebastianvlad1) | no | CONTRIBUTOR | 3207d | `2026-04-30T16:48:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
2685
  - [PR #45751: Add Conformer model](https://github.com/huggingface/transformers/pull/45751) — open
2686
  - [PR #45549: fix: apply channel averaging correctly in audio feature extractors](https://github.com/huggingface/transformers/pull/45549) — open
2687
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2688
  ### `Kash6`
2689
 
2690
  - profile: [github.com/Kash6](https://github.com/Kash6)
 
3175
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASriniketh24)
3176
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASriniketh24)
3177
  - repo first seen: `2026-05-18T14:39:34Z`
3178
+ - repo last seen: `2026-05-23T19:53:04Z`
3179
  - first seen in snapshot: **no**
3180
  - repo association: **CONTRIBUTOR**
3181
  - repo primary artifacts: **2**
3182
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
3183
+ - snapshot discussion activity: **2 comments / 1 reviews / 0 review comments**
3184
  - account age: **609 days**
3185
  - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
3186
  - public orgs: none visible
 
3650
  - [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — closed, merged
3651
  - [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
3652
 
3653
+ ### `kallewoof`
3654
+
3655
+ - profile: [github.com/kallewoof](https://github.com/kallewoof)
3656
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akallewoof)
3657
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akallewoof)
3658
+ - repo first seen: `2026-03-24T23:50:07Z`
3659
+ - repo last seen: `2026-04-09T14:34:19Z`
3660
+ - first seen in snapshot: **no**
3661
+ - repo association: **CONTRIBUTOR**
3662
+ - repo primary artifacts: **2**
3663
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
3664
+ - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
3665
+ - account age: **5838 days**
3666
+ - recent public PR activity: **6 PRs** (3 merged / 3 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
3667
+ - public orgs: none visible
3668
+ - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
3669
+ - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
3670
+
3671
+ Example artifacts:
3672
+ - [PR #45235: feat/rfc/poc: Agnostic GPU](https://github.com/huggingface/transformers/pull/45235) — closed, draft
3673
+ - [PR #44980: bug-fix: do not assume torch.cuda is available when setting up norm values, even if flash linear attention is available](https://github.com/huggingface/transformers/pull/44980) — closed
3674
+
3675
  ### `mitre88`
3676
 
3677
  - profile: [github.com/mitre88](https://github.com/mitre88)
 
4098
  - [PR #45364: Add PolarQuant backend to QuantizedCache (Hadamard-rotated Lloyd-Max)](https://github.com/huggingface/transformers/pull/45364) — closed, draft
4099
  - [Issue #45203: Add PolarQuant quantization: Hadamard-rotated Lloyd-Max optimal weights + KV cache](https://github.com/huggingface/transformers/issues/45203) — open
4100
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4101
  ### `danielquintas8`
4102
 
4103
  - profile: [github.com/danielquintas8](https://github.com/danielquintas8)
 
4560
  - [PR #45105: Fix @auto_docstring crash with from __future__ import annotations in _process_kwargs_parameters](https://github.com/huggingface/transformers/pull/45105) — open
4561
  - [Issue #45103: [auto_docstring] _process_kwargs_parameters crashes with AttributeError when module uses from __future__ import annotations](https://github.com/huggingface/transformers/issues/45103) — open
4562
 
4563
+ ### `shubhammr21`
4564
+
4565
+ - profile: [github.com/shubhammr21](https://github.com/shubhammr21)
4566
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ashubhammr21)
4567
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ashubhammr21)
4568
+ - repo first seen: `2026-05-22T10:45:10Z`
4569
+ - repo last seen: `2026-05-23T20:08:56Z`
4570
+ - first seen in snapshot: **no**
4571
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
4572
+ - repo primary artifacts: **2**
4573
+ - snapshot authored PRs/issues: **1 PRs / 1 issues**
4574
+ - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
4575
+ - account age: **4155 days**
4576
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4577
+ - public orgs: none visible
4578
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
4579
+ - heuristic read: **high open PR share; targets high-star repos**
4580
+
4581
+ Example artifacts:
4582
+ - [PR #46174: fix(mps): build_2d_sinusoidal_position_embedding crashes on Apple Silicon due to float64 on MPS device](https://github.com/huggingface/transformers/pull/46174) — open
4583
+ - [Issue #46159: [RT-DETRv2] MPS crash: build_2d_sinusoidal_position_embedding hardcodes torch.float64, breaking Apple Silicon / MPS inference](https://github.com/huggingface/transformers/issues/46159) — open
4584
+
4585
  ### `Tokarak`
4586
 
4587
  - profile: [github.com/Tokarak](https://github.com/Tokarak)
 
5136
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArjunSrivastava1)
5137
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArjunSrivastava1)
5138
  - repo first seen: `2026-05-07T18:36:08Z`
5139
+ - repo last seen: `2026-05-23T18:35:54Z`
5140
  - first seen in snapshot: **no**
5141
  - repo association: **CONTRIBUTOR**
5142
  - repo primary artifacts: **1**
5143
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5144
+ - snapshot discussion activity: **35 comments / 0 reviews / 0 review comments**
5145
  - account age: **430 days**
5146
  - recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
5147
  - public orgs: none visible
 
7546
  Example artifacts:
7547
  - [PR #45301: docs maintenance for transformers repository 979e8](https://github.com/huggingface/transformers/pull/45301) — closed
7548
 
7549
+ ### `Sanjays2402`
7550
+
7551
+ - profile: [github.com/Sanjays2402](https://github.com/Sanjays2402)
7552
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASanjays2402)
7553
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASanjays2402)
7554
+ - repo first seen: `2026-05-23T19:26:01Z`
7555
+ - repo last seen: `2026-05-23T19:26:01Z`
7556
+ - first seen in snapshot: **yes**
7557
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
7558
+ - repo primary artifacts: **1**
7559
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
7560
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7561
+ - account age: **2554 days**
7562
+ - recent public PR activity: **204 PRs** (46 merged / 92 closed-unmerged / 66 open; merged rate **23%**, closed-unmerged rate **45%**, open rate **32%**)
7563
+ - public orgs: none visible
7564
+ - compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
7565
+ - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
7566
+
7567
+ Example artifacts:
7568
+ - [PR #46173: Fix StaticLayer.get_seq_length return type annotation (#45987)](https://github.com/huggingface/transformers/pull/46173) — open
7569
+
7570
  ### `SAY-5`
7571
 
7572
  - profile: [github.com/SAY-5](https://github.com/SAY-5)
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@@ -193,7 +193,7 @@
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  "breadth_similarity": 1.0,
@@ -242,7 +242,7 @@
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  "breadth_similarity": 1.0,
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  "concentration_similarity": 1.0,
@@ -322,7 +322,7 @@
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  "breadth_similarity": 1.0,
328
  "concentration_similarity": 1.0,
@@ -418,7 +418,7 @@
418
  "left_pr_number": 43636,
419
  "right_pr_number": 44660,
420
  "similarity": 0.428,
421
- "content_similarity": 0.28,
422
  "size_similarity": 0.545,
423
  "breadth_similarity": 1.0,
424
  "concentration_similarity": 1.0,
@@ -481,7 +481,7 @@
481
  {
482
  "left_pr_number": 44257,
483
  "right_pr_number": 45067,
484
- "similarity": 0.405,
485
  "content_similarity": 0.314,
486
  "size_similarity": 0.24,
487
  "breadth_similarity": 1.0,
@@ -562,7 +562,7 @@
562
  "left_pr_number": 43636,
563
  "right_pr_number": 44257,
564
  "similarity": 0.4,
565
- "content_similarity": 0.24,
566
  "size_similarity": 0.545,
567
  "breadth_similarity": 1.0,
568
  "concentration_similarity": 1.0,
@@ -594,7 +594,7 @@
594
  "left_pr_number": 43651,
595
  "right_pr_number": 44257,
596
  "similarity": 0.394,
597
- "content_similarity": 0.277,
598
  "size_similarity": 0.333,
599
  "breadth_similarity": 1.0,
600
  "concentration_similarity": 1.0,
@@ -690,7 +690,7 @@
690
  "left_pr_number": 43636,
691
  "right_pr_number": 44123,
692
  "similarity": 0.381,
693
- "content_similarity": 0.286,
694
  "size_similarity": 0.2,
695
  "breadth_similarity": 1.0,
696
  "concentration_similarity": 1.0,
@@ -849,7 +849,7 @@
849
  {
850
  "left_pr_number": 44257,
851
  "right_pr_number": 45273,
852
- "similarity": 0.341,
853
  "content_similarity": 0.202,
854
  "size_similarity": 0.333,
855
  "breadth_similarity": 1.0,
@@ -1016,7 +1016,7 @@
1016
  "left_pr_number": 45607,
1017
  "right_pr_number": 46079,
1018
  "similarity": 0.56,
1019
- "content_similarity": 0.539,
1020
  "size_similarity": 0.571,
1021
  "breadth_similarity": 0.5,
1022
  "concentration_similarity": 0.938,
@@ -1093,7 +1093,7 @@
1093
  {
1094
  "left_pr_number": 45606,
1095
  "right_pr_number": 46079,
1096
- "similarity": 0.505,
1097
  "content_similarity": 0.448,
1098
  "size_similarity": 0.444,
1099
  "breadth_similarity": 0.833,
@@ -1115,7 +1115,7 @@
1115
  "left_pr_number": 45817,
1116
  "right_pr_number": 46079,
1117
  "similarity": 0.485,
1118
- "content_similarity": 0.479,
1119
  "size_similarity": 0.222,
1120
  "breadth_similarity": 0.833,
1121
  "concentration_similarity": 0.646,
@@ -1940,7 +1940,7 @@
1940
  {
1941
  "left_pr_number": 45985,
1942
  "right_pr_number": 46111,
1943
- "similarity": 0.501,
1944
  "content_similarity": 0.431,
1945
  "size_similarity": 0.333,
1946
  "breadth_similarity": 1.0,
@@ -2026,7 +2026,7 @@
2026
  "left_pr_number": 34667,
2027
  "right_pr_number": 44872,
2028
  "similarity": 0.445,
2029
- "content_similarity": 0.362,
2030
  "size_similarity": 0.273,
2031
  "breadth_similarity": 1.0,
2032
  "concentration_similarity": 1.0,
@@ -2153,7 +2153,7 @@
2153
  "left_pr_number": 44070,
2154
  "right_pr_number": 45546,
2155
  "similarity": 0.736,
2156
- "content_similarity": 0.755,
2157
  "size_similarity": 0.404,
2158
  "breadth_similarity": 1.0,
2159
  "concentration_similarity": 0.927,
@@ -2380,7 +2380,7 @@
2380
  "left_pr_number": 41097,
2381
  "right_pr_number": 43549,
2382
  "similarity": 0.546,
2383
- "content_similarity": 0.437,
2384
  "size_similarity": 0.6,
2385
  "breadth_similarity": 1.0,
2386
  "concentration_similarity": 1.0,
@@ -2513,7 +2513,7 @@
2513
  "left_pr_number": 45655,
2514
  "right_pr_number": 46116,
2515
  "similarity": 0.421,
2516
- "content_similarity": 0.303,
2517
  "size_similarity": 0.391,
2518
  "breadth_similarity": 1.0,
2519
  "concentration_similarity": 1.0,
@@ -2705,7 +2705,7 @@
2705
  46106
2706
  ],
2707
  "representative_pr_number": 44550,
2708
- "average_similarity": 0.356,
2709
  "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
2710
  "shared_filenames": [],
2711
  "shared_directories": [
@@ -2719,7 +2719,7 @@
2719
  "left_pr_number": 33686,
2720
  "right_pr_number": 44550,
2721
  "similarity": 0.388,
2722
- "content_similarity": 0.125,
2723
  "size_similarity": 1.0,
2724
  "breadth_similarity": 1.0,
2725
  "concentration_similarity": 1.0,
@@ -2780,7 +2780,7 @@
2780
  "left_pr_number": 44407,
2781
  "right_pr_number": 46106,
2782
  "similarity": 0.343,
2783
- "content_similarity": 0.135,
2784
  "size_similarity": 0.652,
2785
  "breadth_similarity": 1.0,
2786
  "concentration_similarity": 1.0,
@@ -3123,6 +3123,74 @@
3123
  }
3124
  ]
3125
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3126
  {
3127
  "cluster_id": "pr-scope-42975-3",
3128
  "pr_numbers": [
@@ -3485,7 +3553,7 @@
3485
  "left_pr_number": 44907,
3486
  "right_pr_number": 45827,
3487
  "similarity": 0.369,
3488
- "content_similarity": 0.306,
3489
  "size_similarity": 0.48,
3490
  "breadth_similarity": 0.368,
3491
  "concentration_similarity": 0.912,
@@ -3646,7 +3714,7 @@
3646
  "left_pr_number": 44889,
3647
  "right_pr_number": 45917,
3648
  "similarity": 0.331,
3649
- "content_similarity": 0.08,
3650
  "size_similarity": 0.879,
3651
  "breadth_similarity": 1.0,
3652
  "concentration_similarity": 0.852,
@@ -4378,6 +4446,70 @@
4378
  }
4379
  ]
4380
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4381
  {
4382
  "cluster_id": "pr-scope-44101-2",
4383
  "pr_numbers": [
@@ -4786,7 +4918,7 @@
4786
  "left_pr_number": 45540,
4787
  "right_pr_number": 45868,
4788
  "similarity": 0.487,
4789
- "content_similarity": 0.359,
4790
  "size_similarity": 0.593,
4791
  "breadth_similarity": 1.0,
4792
  "concentration_similarity": 0.936,
@@ -4980,7 +5112,7 @@
4980
  44339
4981
  ],
4982
  "representative_pr_number": 41356,
4983
- "average_similarity": 0.445,
4984
  "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`, `src/transformers/models/deimv2/configuration_deimv2.py`; representative PR #41356.",
4985
  "shared_filenames": [
4986
  "docs/source/en/model_doc/deimv2.md",
@@ -5004,8 +5136,8 @@
5004
  {
5005
  "left_pr_number": 41356,
5006
  "right_pr_number": 44339,
5007
- "similarity": 0.445,
5008
- "content_similarity": 0.485,
5009
  "size_similarity": 0.081,
5010
  "breadth_similarity": 0.444,
5011
  "concentration_similarity": 0.974,
@@ -5117,7 +5249,7 @@
5117
  46124
5118
  ],
5119
  "representative_pr_number": 42655,
5120
- "average_similarity": 0.414,
5121
  "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `tests/generation/test_utils.py`; representative PR #42655.",
5122
  "shared_filenames": [
5123
  "src/transformers/generation/candidate_generator.py",
@@ -5134,8 +5266,8 @@
5134
  {
5135
  "left_pr_number": 42655,
5136
  "right_pr_number": 46124,
5137
- "similarity": 0.414,
5138
- "content_similarity": 0.471,
5139
  "size_similarity": 0.038,
5140
  "breadth_similarity": 0.417,
5141
  "concentration_similarity": 0.753,
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260524T000134Z",
4
+ "generated_at": "2026-05-24T00:01:57Z",
5
+ "cluster_count": 57,
6
  "pr_scope_clusters": [
7
  {
8
  "cluster_id": "pr-scope-43636-11",
 
65
  {
66
  "left_pr_number": 43651,
67
  "right_pr_number": 43663,
68
+ "similarity": 0.544,
69
  "content_similarity": 0.408,
70
  "size_similarity": 0.72,
71
  "breadth_similarity": 1.0,
 
81
  {
82
  "left_pr_number": 43651,
83
  "right_pr_number": 45067,
84
+ "similarity": 0.52,
85
  "content_similarity": 0.374,
86
  "size_similarity": 0.72,
87
  "breadth_similarity": 1.0,
 
97
  {
98
  "left_pr_number": 44660,
99
  "right_pr_number": 45994,
100
+ "similarity": 0.506,
101
  "content_similarity": 0.324,
102
  "size_similarity": 0.857,
103
  "breadth_similarity": 1.0,
 
162
  "left_pr_number": 43663,
163
  "right_pr_number": 45994,
164
  "similarity": 0.478,
165
+ "content_similarity": 0.409,
166
  "size_similarity": 0.28,
167
  "breadth_similarity": 1.0,
168
  "concentration_similarity": 1.0,
 
193
  {
194
  "left_pr_number": 43663,
195
  "right_pr_number": 44660,
196
+ "similarity": 0.466,
197
  "content_similarity": 0.399,
198
  "size_similarity": 0.24,
199
  "breadth_similarity": 1.0,
 
209
  {
210
  "left_pr_number": 44189,
211
  "right_pr_number": 44660,
212
+ "similarity": 0.465,
213
  "content_similarity": 0.306,
214
  "size_similarity": 0.667,
215
  "breadth_similarity": 1.0,
 
242
  "left_pr_number": 44189,
243
  "right_pr_number": 45994,
244
  "similarity": 0.455,
245
+ "content_similarity": 0.314,
246
  "size_similarity": 0.571,
247
  "breadth_similarity": 1.0,
248
  "concentration_similarity": 1.0,
 
322
  "left_pr_number": 43636,
323
  "right_pr_number": 43651,
324
  "similarity": 0.442,
325
+ "content_similarity": 0.287,
326
  "size_similarity": 0.611,
327
  "breadth_similarity": 1.0,
328
  "concentration_similarity": 1.0,
 
418
  "left_pr_number": 43636,
419
  "right_pr_number": 44660,
420
  "similarity": 0.428,
421
+ "content_similarity": 0.281,
422
  "size_similarity": 0.545,
423
  "breadth_similarity": 1.0,
424
  "concentration_similarity": 1.0,
 
481
  {
482
  "left_pr_number": 44257,
483
  "right_pr_number": 45067,
484
+ "similarity": 0.406,
485
  "content_similarity": 0.314,
486
  "size_similarity": 0.24,
487
  "breadth_similarity": 1.0,
 
562
  "left_pr_number": 43636,
563
  "right_pr_number": 44257,
564
  "similarity": 0.4,
565
+ "content_similarity": 0.241,
566
  "size_similarity": 0.545,
567
  "breadth_similarity": 1.0,
568
  "concentration_similarity": 1.0,
 
594
  "left_pr_number": 43651,
595
  "right_pr_number": 44257,
596
  "similarity": 0.394,
597
+ "content_similarity": 0.278,
598
  "size_similarity": 0.333,
599
  "breadth_similarity": 1.0,
600
  "concentration_similarity": 1.0,
 
690
  "left_pr_number": 43636,
691
  "right_pr_number": 44123,
692
  "similarity": 0.381,
693
+ "content_similarity": 0.287,
694
  "size_similarity": 0.2,
695
  "breadth_similarity": 1.0,
696
  "concentration_similarity": 1.0,
 
849
  {
850
  "left_pr_number": 44257,
851
  "right_pr_number": 45273,
852
+ "similarity": 0.342,
853
  "content_similarity": 0.202,
854
  "size_similarity": 0.333,
855
  "breadth_similarity": 1.0,
 
1016
  "left_pr_number": 45607,
1017
  "right_pr_number": 46079,
1018
  "similarity": 0.56,
1019
+ "content_similarity": 0.54,
1020
  "size_similarity": 0.571,
1021
  "breadth_similarity": 0.5,
1022
  "concentration_similarity": 0.938,
 
1093
  {
1094
  "left_pr_number": 45606,
1095
  "right_pr_number": 46079,
1096
+ "similarity": 0.506,
1097
  "content_similarity": 0.448,
1098
  "size_similarity": 0.444,
1099
  "breadth_similarity": 0.833,
 
1115
  "left_pr_number": 45817,
1116
  "right_pr_number": 46079,
1117
  "similarity": 0.485,
1118
+ "content_similarity": 0.48,
1119
  "size_similarity": 0.222,
1120
  "breadth_similarity": 0.833,
1121
  "concentration_similarity": 0.646,
 
1940
  {
1941
  "left_pr_number": 45985,
1942
  "right_pr_number": 46111,
1943
+ "similarity": 0.502,
1944
  "content_similarity": 0.431,
1945
  "size_similarity": 0.333,
1946
  "breadth_similarity": 1.0,
 
2026
  "left_pr_number": 34667,
2027
  "right_pr_number": 44872,
2028
  "similarity": 0.445,
2029
+ "content_similarity": 0.363,
2030
  "size_similarity": 0.273,
2031
  "breadth_similarity": 1.0,
2032
  "concentration_similarity": 1.0,
 
2153
  "left_pr_number": 44070,
2154
  "right_pr_number": 45546,
2155
  "similarity": 0.736,
2156
+ "content_similarity": 0.756,
2157
  "size_similarity": 0.404,
2158
  "breadth_similarity": 1.0,
2159
  "concentration_similarity": 0.927,
 
2380
  "left_pr_number": 41097,
2381
  "right_pr_number": 43549,
2382
  "similarity": 0.546,
2383
+ "content_similarity": 0.438,
2384
  "size_similarity": 0.6,
2385
  "breadth_similarity": 1.0,
2386
  "concentration_similarity": 1.0,
 
2513
  "left_pr_number": 45655,
2514
  "right_pr_number": 46116,
2515
  "similarity": 0.421,
2516
+ "content_similarity": 0.304,
2517
  "size_similarity": 0.391,
2518
  "breadth_similarity": 1.0,
2519
  "concentration_similarity": 1.0,
 
2705
  46106
2706
  ],
2707
  "representative_pr_number": 44550,
2708
+ "average_similarity": 0.357,
2709
  "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
2710
  "shared_filenames": [],
2711
  "shared_directories": [
 
2719
  "left_pr_number": 33686,
2720
  "right_pr_number": 44550,
2721
  "similarity": 0.388,
2722
+ "content_similarity": 0.126,
2723
  "size_similarity": 1.0,
2724
  "breadth_similarity": 1.0,
2725
  "concentration_similarity": 1.0,
 
2780
  "left_pr_number": 44407,
2781
  "right_pr_number": 46106,
2782
  "similarity": 0.343,
2783
+ "content_similarity": 0.136,
2784
  "size_similarity": 0.652,
2785
  "breadth_similarity": 1.0,
2786
  "concentration_similarity": 1.0,
 
3123
  }
3124
  ]
3125
  },
3126
+ {
3127
+ "cluster_id": "pr-scope-43875-3",
3128
+ "pr_numbers": [
3129
+ 43875,
3130
+ 44893,
3131
+ 46173
3132
+ ],
3133
+ "representative_pr_number": 44893,
3134
+ "average_similarity": 0.524,
3135
+ "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.",
3136
+ "shared_filenames": [
3137
+ "src/transformers/cache_utils.py"
3138
+ ],
3139
+ "shared_directories": [
3140
+ "src/transformers",
3141
+ "src"
3142
+ ],
3143
+ "pairwise": [
3144
+ {
3145
+ "left_pr_number": 44893,
3146
+ "right_pr_number": 46173,
3147
+ "similarity": 0.891,
3148
+ "content_similarity": 0.904,
3149
+ "size_similarity": 0.722,
3150
+ "breadth_similarity": 1.0,
3151
+ "concentration_similarity": 1.0,
3152
+ "shared_filenames": [
3153
+ "src/transformers/cache_utils.py"
3154
+ ],
3155
+ "shared_directories": [
3156
+ "src/transformers",
3157
+ "src"
3158
+ ]
3159
+ },
3160
+ {
3161
+ "left_pr_number": 43875,
3162
+ "right_pr_number": 44893,
3163
+ "similarity": 0.359,
3164
+ "content_similarity": 0.275,
3165
+ "size_similarity": 0.581,
3166
+ "breadth_similarity": 0.5,
3167
+ "concentration_similarity": 0.581,
3168
+ "shared_filenames": [
3169
+ "src/transformers/cache_utils.py"
3170
+ ],
3171
+ "shared_directories": [
3172
+ "src/transformers",
3173
+ "src"
3174
+ ]
3175
+ },
3176
+ {
3177
+ "left_pr_number": 43875,
3178
+ "right_pr_number": 46173,
3179
+ "similarity": 0.322,
3180
+ "content_similarity": 0.258,
3181
+ "size_similarity": 0.419,
3182
+ "breadth_similarity": 0.5,
3183
+ "concentration_similarity": 0.581,
3184
+ "shared_filenames": [
3185
+ "src/transformers/cache_utils.py"
3186
+ ],
3187
+ "shared_directories": [
3188
+ "src/transformers",
3189
+ "src"
3190
+ ]
3191
+ }
3192
+ ]
3193
+ },
3194
  {
3195
  "cluster_id": "pr-scope-42975-3",
3196
  "pr_numbers": [
 
3553
  "left_pr_number": 44907,
3554
  "right_pr_number": 45827,
3555
  "similarity": 0.369,
3556
+ "content_similarity": 0.307,
3557
  "size_similarity": 0.48,
3558
  "breadth_similarity": 0.368,
3559
  "concentration_similarity": 0.912,
 
3714
  "left_pr_number": 44889,
3715
  "right_pr_number": 45917,
3716
  "similarity": 0.331,
3717
+ "content_similarity": 0.081,
3718
  "size_similarity": 0.879,
3719
  "breadth_similarity": 1.0,
3720
  "concentration_similarity": 0.852,
 
4446
  }
4447
  ]
4448
  },
4449
+ {
4450
+ "cluster_id": "pr-scope-45932-2",
4451
+ "pr_numbers": [
4452
+ 45932,
4453
+ 46174
4454
+ ],
4455
+ "representative_pr_number": 45932,
4456
+ "average_similarity": 0.593,
4457
+ "summary": "2 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #45932.",
4458
+ "shared_filenames": [
4459
+ "src/transformers/models/vit_mae/modeling_vit_mae.py",
4460
+ "src/transformers/models/vit_mae/modular_vit_mae.py",
4461
+ "src/transformers/models/aimv2/modeling_aimv2.py",
4462
+ "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py",
4463
+ "src/transformers/models/deimv2/modeling_deimv2.py",
4464
+ "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py",
4465
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