evalstate HF Staff commited on
Commit
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1 Parent(s): 57fddf2

Refresh transformers dataset snapshot 20260523T180021Z

Browse files
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  Notes:
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11948
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11960
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11961
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11962
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11963
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11964
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11970
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11971
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11972
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11973
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11974
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11975
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11984
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11985
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12362
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12363
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12364
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12365
  {
12366
  "author_login": "AnkitAhlawat7742",
12367
  "name": "AnkitAhlawat",
 
15659
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArjunSrivastava1",
15660
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17374
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17375
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17960
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17961
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17962
  "young_account": false,
17963
  "follow_through_score": "strong",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260523T120023Z`
4
- - Generated: `2026-05-23T12:00:47Z`
5
  - Activity window: `60d`
6
- - Contributors: `360`
7
 
8
  ## Summary
9
 
@@ -154,7 +154,6 @@
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
- | `philippguevorguian` | [profile](https://github.com/philippguevorguian) | no | NONE | 1996d | `2025-10-10T14:52:07Z` | 2 | 0 | mixed | low | low | — |
158
  | `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 |
159
  | `vasanthrpjan1-boop` | [profile](https://github.com/vasanthrpjan1-boop) | no | CONTRIBUTOR | 254d | `2026-02-08T14:25:35Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
160
  | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
@@ -162,12 +161,12 @@
162
  | `artem-spector` | [profile](https://github.com/artem-spector) | no | CONTRIBUTOR | 4093d | `2026-04-13T13:31:01Z` | 1 | 2 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
163
  | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
164
  | `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars |
 
165
  | `kndtran` | [profile](https://github.com/kndtran) | no | CONTRIBUTOR | 3650d | `2026-05-06T18:23:26Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
166
  | `oleksii-tumanov` | [profile](https://github.com/oleksii-tumanov) | no | FIRST_TIME_CONTRIBUTOR | 4519d | `2026-04-22T03:12:11Z` | 1 | 2 | mixed | moderate | low | high recent PR volume |
167
  | `pasta-paul` | [profile](https://github.com/pasta-paul) | no | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
168
  | `softguy777` | [profile](https://github.com/softguy777) | no | FIRST_TIMER | 955d | `2026-04-28T08:23:48Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
169
  | `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2181d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos |
170
- | `andylizf` | [profile](https://github.com/andylizf) | no | FIRST_TIME_CONTRIBUTOR | 3277d | `2026-03-24T04:53:11Z` | 1 | 1 | strong | moderate | low | targets high-star repos |
171
  | `AnkitAhlawat7742` | [profile](https://github.com/AnkitAhlawat7742) | no | CONTRIBUTOR | 432d | `2026-04-27T13:28:53Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
172
  | `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 |
173
  | `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 |
@@ -260,7 +259,7 @@
260
  | `glegendre01` | [profile](https://github.com/glegendre01) | no | MEMBER | 1282d | `2026-04-21T12:37:31Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
261
  | `GopalGB` | [profile](https://github.com/GopalGB) | no | NONE | 2136d | `2026-04-30T04:04:10Z` | 1 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
262
  | `GuaiZai233` | [profile](https://github.com/GuaiZai233) | no | CONTRIBUTOR | 821d | `2026-04-28T15:36:03Z` | 1 | 0 | strong | low | low | — |
263
- | `guinik` | [profile](https://github.com/guinik) | yes | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
264
  | `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 |
265
  | `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2974d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
266
  | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | FIRST_TIME_CONTRIBUTOR | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -930,7 +929,7 @@ Example artifacts:
930
  - heuristic read: **—**
931
 
932
  Example artifacts:
933
- - [PR #46160: [ROCm] Use AITER as Triton backend for hub attention kernels with no ROCm build ](https://github.com/huggingface/transformers/pull/46160) — open, draft
934
  - [PR #45913: [CI] AMD docker: bump to ROCm 7.2.2 / PyTorch 2.10 + prebuilt FA wheel](https://github.com/huggingface/transformers/pull/45913) — closed, merged
935
  - [PR #45675: Fix UnboundLocalError in shard_and_distribute_module for replicated parameters](https://github.com/huggingface/transformers/pull/45675) — closed, merged
936
 
@@ -3716,28 +3715,6 @@ Example artifacts:
3716
  - [PR #45471: Add EXAONE 4.5 implementations](https://github.com/huggingface/transformers/pull/45471) — closed, merged
3717
  - [PR #43080: Add EXAONE-MoE implementations](https://github.com/huggingface/transformers/pull/43080) — closed, merged
3718
 
3719
- ### `philippguevorguian`
3720
-
3721
- - profile: [github.com/philippguevorguian](https://github.com/philippguevorguian)
3722
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aphilippguevorguian)
3723
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aphilippguevorguian)
3724
- - repo first seen: `2025-10-10T14:52:07Z`
3725
- - repo last seen: `2026-03-30T15:29:14Z`
3726
- - first seen in snapshot: **no**
3727
- - repo association: **NONE**
3728
- - repo primary artifacts: **2**
3729
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
3730
- - snapshot discussion activity: **0 comments / 172 reviews / 172 review comments**
3731
- - account age: **1996 days**
3732
- - recent public PR activity: **9 PRs** (7 merged / 2 closed-unmerged / 0 open; merged rate **78%**, closed-unmerged rate **22%**, open rate **0%**)
3733
- - public orgs: none visible
3734
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
3735
- - heuristic read: **—**
3736
-
3737
- Example artifacts:
3738
- - [PR #44975: fix: rebase main; clean config reads, ImageProcessor backend, misc cleanup](https://github.com/huggingface/transformers/pull/44975) — closed
3739
- - [PR #44859: refactor: rope in model, flatten vision, rely on qwen3 backone, misc changes](https://github.com/huggingface/transformers/pull/44859) — closed
3740
-
3741
  ### `sdharani91`
3742
 
3743
  - profile: [github.com/sdharani91](https://github.com/sdharani91)
@@ -3895,6 +3872,29 @@ Example artifacts:
3895
  - [Issue #35905: Convert RT-DETR model to coreml](https://github.com/huggingface/transformers/issues/35905) — closed
3896
  - [Issue #30725: Support for Multiple Datasets and Domain-Specific Loss Calculation in Trainer](https://github.com/huggingface/transformers/issues/30725) — open
3897
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3898
  ### `kndtran`
3899
 
3900
  - profile: [github.com/kndtran](https://github.com/kndtran)
@@ -4009,28 +4009,6 @@ Example artifacts:
4009
  - [PR #45430: [Doc] Correct checkpoint path in Dinov2 model_docs ](https://github.com/huggingface/transformers/pull/45430) — closed, merged
4010
  - [Issue #45431: Wrong checkpoint path in Dinov2 model_docs](https://github.com/huggingface/transformers/issues/45431) — closed
4011
 
4012
- ### `andylizf`
4013
-
4014
- - profile: [github.com/andylizf](https://github.com/andylizf)
4015
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aandylizf)
4016
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aandylizf)
4017
- - repo first seen: `2026-03-24T04:53:11Z`
4018
- - repo last seen: `2026-03-24T15:46:44Z`
4019
- - first seen in snapshot: **no**
4020
- - repo association: **FIRST_TIME_CONTRIBUTOR**
4021
- - repo primary artifacts: **2**
4022
- - snapshot authored PRs/issues: **1 PRs / 1 issues**
4023
- - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
4024
- - account age: **3277 days**
4025
- - recent public PR activity: **11 PRs** (8 merged / 1 closed-unmerged / 2 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
4026
- - public orgs: `KEEER`, `leann-ai`
4027
- - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
4028
- - heuristic read: **targets high-star repos**
4029
-
4030
- Example artifacts:
4031
- - [PR #44973: Fix max_seqlen type in vision attention for torch.compile + FA2](https://github.com/huggingface/transformers/pull/44973) — open
4032
- - [Issue #44962: Qwen3VL/Qwen2.5VL VisionAttention breaks torch.compile with flash_attention_2](https://github.com/huggingface/transformers/issues/44962) — closed
4033
-
4034
  ### `AnkitAhlawat7742`
4035
 
4036
  - profile: [github.com/AnkitAhlawat7742](https://github.com/AnkitAhlawat7742)
@@ -5157,12 +5135,12 @@ Example artifacts:
5157
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArjunSrivastava1)
5158
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArjunSrivastava1)
5159
  - repo first seen: `2026-05-07T18:36:08Z`
5160
- - repo last seen: `2026-05-23T08:29:41Z`
5161
  - first seen in snapshot: **no**
5162
  - repo association: **CONTRIBUTOR**
5163
  - repo primary artifacts: **1**
5164
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5165
- - snapshot discussion activity: **31 comments / 0 reviews / 0 review comments**
5166
  - account age: **430 days**
5167
  - recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
5168
  - public orgs: none visible
@@ -5788,12 +5766,12 @@ Example artifacts:
5788
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afilipinescu)
5789
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afilipinescu)
5790
  - repo first seen: `2026-05-22T20:20:49Z`
5791
- - repo last seen: `2026-05-22T20:20:49Z`
5792
  - first seen in snapshot: **no**
5793
  - repo association: **FIRST_TIMER**
5794
  - repo primary artifacts: **1**
5795
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5796
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5797
  - account age: **953 days**
5798
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5799
  - public orgs: none visible
@@ -5999,7 +5977,7 @@ Example artifacts:
5999
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguinik)
6000
  - repo first seen: `2026-05-23T07:48:33Z`
6001
  - repo last seen: `2026-05-23T07:48:33Z`
6002
- - first seen in snapshot: **yes**
6003
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6004
  - repo primary artifacts: **1**
6005
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
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
 
 
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 |
158
  | `vasanthrpjan1-boop` | [profile](https://github.com/vasanthrpjan1-boop) | no | CONTRIBUTOR | 254d | `2026-02-08T14:25:35Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
159
  | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
 
161
  | `artem-spector` | [profile](https://github.com/artem-spector) | no | CONTRIBUTOR | 4093d | `2026-04-13T13:31:01Z` | 1 | 2 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
162
  | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
163
  | `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars |
164
+ | `ir2718` | [profile](https://github.com/ir2718) | no | FIRST_TIME_CONTRIBUTOR | 1648d | `2026-05-21T13:18:46Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
165
  | `kndtran` | [profile](https://github.com/kndtran) | no | CONTRIBUTOR | 3650d | `2026-05-06T18:23:26Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
166
  | `oleksii-tumanov` | [profile](https://github.com/oleksii-tumanov) | no | FIRST_TIME_CONTRIBUTOR | 4519d | `2026-04-22T03:12:11Z` | 1 | 2 | mixed | moderate | low | high recent PR volume |
167
  | `pasta-paul` | [profile](https://github.com/pasta-paul) | no | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
168
  | `softguy777` | [profile](https://github.com/softguy777) | no | FIRST_TIMER | 955d | `2026-04-28T08:23:48Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
169
  | `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2181d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos |
 
170
  | `AnkitAhlawat7742` | [profile](https://github.com/AnkitAhlawat7742) | no | CONTRIBUTOR | 432d | `2026-04-27T13:28:53Z` | 1 | 1 | 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 |
 
259
  | `glegendre01` | [profile](https://github.com/glegendre01) | no | MEMBER | 1282d | `2026-04-21T12:37:31Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
260
  | `GopalGB` | [profile](https://github.com/GopalGB) | no | NONE | 2136d | `2026-04-30T04:04:10Z` | 1 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
261
  | `GuaiZai233` | [profile](https://github.com/GuaiZai233) | no | CONTRIBUTOR | 821d | `2026-04-28T15:36:03Z` | 1 | 0 | strong | low | low | — |
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
  | `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2974d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
265
  | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | FIRST_TIME_CONTRIBUTOR | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 
929
  - heuristic read: **—**
930
 
931
  Example artifacts:
932
+ - [PR #46160: [ROCm] Fix gpt_oss test suite: AITER attention fallback, SonicMoE guard, and distributed test fixes](https://github.com/huggingface/transformers/pull/46160) — open
933
  - [PR #45913: [CI] AMD docker: bump to ROCm 7.2.2 / PyTorch 2.10 + prebuilt FA wheel](https://github.com/huggingface/transformers/pull/45913) — closed, merged
934
  - [PR #45675: Fix UnboundLocalError in shard_and_distribute_module for replicated parameters](https://github.com/huggingface/transformers/pull/45675) — closed, merged
935
 
 
3715
  - [PR #45471: Add EXAONE 4.5 implementations](https://github.com/huggingface/transformers/pull/45471) — closed, merged
3716
  - [PR #43080: Add EXAONE-MoE implementations](https://github.com/huggingface/transformers/pull/43080) — closed, merged
3717
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3718
  ### `sdharani91`
3719
 
3720
  - profile: [github.com/sdharani91](https://github.com/sdharani91)
 
3872
  - [Issue #35905: Convert RT-DETR model to coreml](https://github.com/huggingface/transformers/issues/35905) — closed
3873
  - [Issue #30725: Support for Multiple Datasets and Domain-Specific Loss Calculation in Trainer](https://github.com/huggingface/transformers/issues/30725) — open
3874
 
3875
+ ### `ir2718`
3876
+
3877
+ - profile: [github.com/ir2718](https://github.com/ir2718)
3878
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Air2718)
3879
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Air2718)
3880
+ - repo first seen: `2026-05-21T13:18:46Z`
3881
+ - repo last seen: `2026-05-23T16:01:30Z`
3882
+ - first seen in snapshot: **no**
3883
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3884
+ - repo primary artifacts: **3**
3885
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3886
+ - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
3887
+ - account age: **1648 days**
3888
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3889
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3890
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
3891
+ - heuristic read: **high open PR share; targets high-star repos**
3892
+
3893
+ Example artifacts:
3894
+ - [PR #46171: Enable passing kwargs through RoFormer models](https://github.com/huggingface/transformers/pull/46171) — open
3895
+ - [Issue #46144: RoFormer attention implementation does not use attention interface](https://github.com/huggingface/transformers/issues/46144) — open
3896
+ - [Issue #46143: `**kwargs` not passed through methods of RoFormer models](https://github.com/huggingface/transformers/issues/46143) — open
3897
+
3898
  ### `kndtran`
3899
 
3900
  - profile: [github.com/kndtran](https://github.com/kndtran)
 
4009
  - [PR #45430: [Doc] Correct checkpoint path in Dinov2 model_docs ](https://github.com/huggingface/transformers/pull/45430) — closed, merged
4010
  - [Issue #45431: Wrong checkpoint path in Dinov2 model_docs](https://github.com/huggingface/transformers/issues/45431) — closed
4011
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4012
  ### `AnkitAhlawat7742`
4013
 
4014
  - profile: [github.com/AnkitAhlawat7742](https://github.com/AnkitAhlawat7742)
 
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`
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5142
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5143
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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
 
5766
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afilipinescu)
5767
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afilipinescu)
5768
  - repo first seen: `2026-05-22T20:20:49Z`
5769
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5770
  - first seen in snapshot: **no**
5771
  - repo association: **FIRST_TIMER**
5772
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5773
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5774
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5775
  - account age: **953 days**
5776
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5777
  - public orgs: none visible
 
5977
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguinik)
5978
  - repo first seen: `2026-05-23T07:48:33Z`
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  - repo last seen: `2026-05-23T07:48:33Z`
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- "concentration_similarity": 1.0,
2311
- "shared_filenames": [
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- "src/transformers/modeling_flash_attention_utils.py"
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- ],
2314
- "shared_directories": [
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- "src/transformers",
2316
- "src"
2317
- ]
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- },
2319
- {
2320
- "left_pr_number": 41097,
2321
- "right_pr_number": 44547,
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- "size_similarity": 0.16,
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- "breadth_similarity": 1.0,
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- "concentration_similarity": 1.0,
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- "shared_filenames": [
2328
- "src/transformers/modeling_flash_attention_utils.py"
2329
- ],
2330
- "shared_directories": [
2331
- "src/transformers",
2332
- "src"
2333
- ]
2334
- }
2335
- ]
2336
- },
2337
  {
2338
  "cluster_id": "pr-scope-43488-4",
2339
  "pr_numbers": [
@@ -2458,6 +2341,123 @@
2458
  }
2459
  ]
2460
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2461
  {
2462
  "cluster_id": "pr-scope-45548-4",
2463
  "pr_numbers": [
@@ -2529,7 +2529,7 @@
2529
  "left_pr_number": 45548,
2530
  "right_pr_number": 46116,
2531
  "similarity": 0.413,
2532
- "content_similarity": 0.306,
2533
  "size_similarity": 0.489,
2534
  "breadth_similarity": 0.75,
2535
  "concentration_similarity": 1.0,
@@ -2561,7 +2561,7 @@
2561
  "left_pr_number": 45548,
2562
  "right_pr_number": 45655,
2563
  "similarity": 0.337,
2564
- "content_similarity": 0.261,
2565
  "size_similarity": 0.191,
2566
  "breadth_similarity": 0.75,
2567
  "concentration_similarity": 1.0,
@@ -2777,11 +2777,11 @@
2777
  ]
2778
  },
2779
  {
2780
- "left_pr_number": 33686,
2781
  "right_pr_number": 46106,
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- "similarity": 0.342,
2783
- "content_similarity": 0.128,
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- "size_similarity": 0.682,
2785
  "breadth_similarity": 1.0,
2786
  "concentration_similarity": 1.0,
2787
  "shared_filenames": [],
@@ -2792,11 +2792,11 @@
2792
  ]
2793
  },
2794
  {
2795
- "left_pr_number": 44407,
2796
  "right_pr_number": 46106,
2797
  "similarity": 0.342,
2798
- "content_similarity": 0.135,
2799
- "size_similarity": 0.652,
2800
  "breadth_similarity": 1.0,
2801
  "concentration_similarity": 1.0,
2802
  "shared_filenames": [],
@@ -3176,7 +3176,7 @@
3176
  {
3177
  "left_pr_number": 42976,
3178
  "right_pr_number": 45077,
3179
- "similarity": 0.486,
3180
  "content_similarity": 0.514,
3181
  "size_similarity": 0.074,
3182
  "breadth_similarity": 0.659,
@@ -3363,7 +3363,7 @@
3363
  "left_pr_number": 45634,
3364
  "right_pr_number": 46076,
3365
  "similarity": 0.325,
3366
- "content_similarity": 0.327,
3367
  "size_similarity": 0.049,
3368
  "breadth_similarity": 0.487,
3369
  "concentration_similarity": 0.786,
@@ -3524,7 +3524,7 @@
3524
  45524
3525
  ],
3526
  "representative_pr_number": 44615,
3527
- "average_similarity": 0.399,
3528
  "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
3529
  "shared_filenames": [
3530
  "src/transformers/utils/import_utils.py"
@@ -3538,8 +3538,8 @@
3538
  {
3539
  "left_pr_number": 44615,
3540
  "right_pr_number": 45524,
3541
- "similarity": 0.417,
3542
- "content_similarity": 0.332,
3543
  "size_similarity": 0.229,
3544
  "breadth_similarity": 1.0,
3545
  "concentration_similarity": 1.0,
@@ -3555,8 +3555,8 @@
3555
  {
3556
  "left_pr_number": 44385,
3557
  "right_pr_number": 44615,
3558
- "similarity": 0.403,
3559
- "content_similarity": 0.329,
3560
  "size_similarity": 0.371,
3561
  "breadth_similarity": 0.667,
3562
  "concentration_similarity": 1.0,
@@ -3572,8 +3572,8 @@
3572
  {
3573
  "left_pr_number": 44385,
3574
  "right_pr_number": 45524,
3575
- "similarity": 0.378,
3576
- "content_similarity": 0.242,
3577
  "size_similarity": 0.615,
3578
  "breadth_similarity": 0.667,
3579
  "concentration_similarity": 1.0,
@@ -3629,7 +3629,7 @@
3629
  {
3630
  "left_pr_number": 44981,
3631
  "right_pr_number": 45917,
3632
- "similarity": 0.354,
3633
  "content_similarity": 0.109,
3634
  "size_similarity": 0.87,
3635
  "breadth_similarity": 1.0,
@@ -4047,7 +4047,7 @@
4047
  45523
4048
  ],
4049
  "representative_pr_number": 41901,
4050
- "average_similarity": 0.719,
4051
  "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.",
4052
  "shared_filenames": [
4053
  "src/transformers/integrations/executorch.py"
@@ -4061,7 +4061,7 @@
4061
  {
4062
  "left_pr_number": 41901,
4063
  "right_pr_number": 45523,
4064
- "similarity": 0.719,
4065
  "content_similarity": 0.778,
4066
  "size_similarity": 0.158,
4067
  "breadth_similarity": 1.0,
@@ -4264,7 +4264,7 @@
4264
  43816
4265
  ],
4266
  "representative_pr_number": 43779,
4267
- "average_similarity": 0.668,
4268
  "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.",
4269
  "shared_filenames": [
4270
  "src/transformers/integrations/integration_utils.py"
@@ -4278,7 +4278,7 @@
4278
  {
4279
  "left_pr_number": 43779,
4280
  "right_pr_number": 43816,
4281
- "similarity": 0.668,
4282
  "content_similarity": 0.686,
4283
  "size_similarity": 0.25,
4284
  "breadth_similarity": 1.0,
@@ -5195,7 +5195,7 @@
5195
  45552
5196
  ],
5197
  "representative_pr_number": 44642,
5198
- "average_similarity": 0.355,
5199
  "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
5200
  "shared_filenames": [
5201
  "src/transformers/utils/auto_docstring.py"
@@ -5209,8 +5209,8 @@
5209
  {
5210
  "left_pr_number": 44642,
5211
  "right_pr_number": 45552,
5212
- "similarity": 0.355,
5213
- "content_similarity": 0.257,
5214
  "size_similarity": 0.167,
5215
  "breadth_similarity": 1.0,
5216
  "concentration_similarity": 1.0,
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260523T180021Z",
4
+ "generated_at": "2026-05-23T18:00:42Z",
5
  "cluster_count": 55,
6
  "pr_scope_clusters": [
7
  {
 
49
  {
50
  "left_pr_number": 43663,
51
  "right_pr_number": 45067,
52
+ "similarity": 0.623,
53
  "content_similarity": 0.461,
54
  "size_similarity": 1.0,
55
  "breadth_similarity": 1.0,
 
82
  "left_pr_number": 43651,
83
  "right_pr_number": 45067,
84
  "similarity": 0.519,
85
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86
  "size_similarity": 0.72,
87
  "breadth_similarity": 1.0,
88
  "concentration_similarity": 1.0,
 
146
  "left_pr_number": 44123,
147
  "right_pr_number": 45067,
148
  "similarity": 0.48,
149
+ "content_similarity": 0.374,
150
  "size_similarity": 0.455,
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  "breadth_similarity": 1.0,
152
  "concentration_similarity": 1.0,
 
304
  },
305
  {
306
  "left_pr_number": 43636,
307
+ "right_pr_number": 45067,
308
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309
+ "content_similarity": 0.324,
310
+ "size_similarity": 0.44,
311
  "breadth_similarity": 1.0,
312
  "concentration_similarity": 1.0,
313
  "shared_filenames": [
 
320
  },
321
  {
322
  "left_pr_number": 43636,
323
+ "right_pr_number": 43651,
324
  "similarity": 0.442,
325
+ "content_similarity": 0.286,
326
+ "size_similarity": 0.611,
327
  "breadth_similarity": 1.0,
328
  "concentration_similarity": 1.0,
329
  "shared_filenames": [
 
335
  ]
336
  },
337
  {
338
+ "left_pr_number": 44189,
339
+ "right_pr_number": 45055,
340
  "similarity": 0.442,
341
+ "content_similarity": 0.256,
342
+ "size_similarity": 0.75,
343
  "breadth_similarity": 1.0,
344
  "concentration_similarity": 1.0,
345
  "shared_filenames": [
 
351
  ]
352
  },
353
  {
354
+ "left_pr_number": 44660,
355
+ "right_pr_number": 45067,
356
+ "similarity": 0.442,
357
+ "content_similarity": 0.366,
358
+ "size_similarity": 0.24,
359
  "breadth_similarity": 1.0,
360
  "concentration_similarity": 1.0,
361
  "shared_filenames": [
 
401
  {
402
  "left_pr_number": 43651,
403
  "right_pr_number": 44123,
404
+ "similarity": 0.431,
405
+ "content_similarity": 0.331,
406
  "size_similarity": 0.327,
407
  "breadth_similarity": 1.0,
408
  "concentration_similarity": 1.0,
 
433
  {
434
  "left_pr_number": 43651,
435
  "right_pr_number": 44660,
436
+ "similarity": 0.427,
437
+ "content_similarity": 0.324,
438
  "size_similarity": 0.333,
439
  "breadth_similarity": 1.0,
440
  "concentration_similarity": 1.0,
 
466
  "left_pr_number": 44660,
467
  "right_pr_number": 45055,
468
  "similarity": 0.41,
469
+ "content_similarity": 0.265,
470
  "size_similarity": 0.5,
471
  "breadth_similarity": 1.0,
472
  "concentration_similarity": 1.0,
 
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,
488
  "concentration_similarity": 1.0,
 
498
  "left_pr_number": 45055,
499
  "right_pr_number": 45994,
500
  "similarity": 0.404,
501
+ "content_similarity": 0.271,
502
  "size_similarity": 0.429,
503
  "breadth_similarity": 1.0,
504
  "concentration_similarity": 1.0,
 
641
  {
642
  "left_pr_number": 44189,
643
  "right_pr_number": 45273,
644
+ "similarity": 0.385,
645
  "content_similarity": 0.228,
646
  "size_similarity": 0.5,
647
  "breadth_similarity": 1.0,
 
689
  {
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,
 
786
  "left_pr_number": 44123,
787
  "right_pr_number": 44257,
788
  "similarity": 0.361,
789
+ "content_similarity": 0.278,
790
  "size_similarity": 0.109,
791
  "breadth_similarity": 1.0,
792
  "concentration_similarity": 1.0,
 
898
  "left_pr_number": 43636,
899
  "right_pr_number": 45273,
900
  "similarity": 0.323,
901
+ "content_similarity": 0.209,
902
  "size_similarity": 0.182,
903
  "breadth_similarity": 1.0,
904
  "concentration_similarity": 1.0,
 
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,
 
1158
  {
1159
  "left_pr_number": 45817,
1160
  "right_pr_number": 45883,
1161
+ "similarity": 0.474,
1162
  "content_similarity": 0.414,
1163
  "size_similarity": 0.643,
1164
  "breadth_similarity": 0.583,
 
1217
  {
1218
  "left_pr_number": 45438,
1219
  "right_pr_number": 45606,
1220
+ "similarity": 0.348,
1221
  "content_similarity": 0.33,
1222
  "size_similarity": 0.126,
1223
  "breadth_similarity": 0.55,
 
1361
  46161
1362
  ],
1363
  "representative_pr_number": 45627,
1364
+ "average_similarity": 0.433,
1365
  "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.",
1366
  "shared_filenames": [
1367
  "src/transformers/processing_utils.py",
 
1678
  {
1679
  "left_pr_number": 45996,
1680
  "right_pr_number": 46067,
1681
+ "similarity": 0.853,
1682
  "content_similarity": 0.853,
1683
  "size_similarity": 0.808,
1684
  "breadth_similarity": 0.9,
 
1700
  {
1701
  "left_pr_number": 44974,
1702
  "right_pr_number": 45635,
1703
+ "similarity": 0.716,
1704
+ "content_similarity": 0.716,
1705
  "size_similarity": 0.59,
1706
  "breadth_similarity": 0.8,
1707
  "concentration_similarity": 0.929,
 
1720
  "left_pr_number": 45635,
1721
  "right_pr_number": 45996,
1722
  "similarity": 0.653,
1723
+ "content_similarity": 0.601,
1724
  "size_similarity": 0.714,
1725
  "breadth_similarity": 0.875,
1726
  "concentration_similarity": 0.758,
 
1739
  "left_pr_number": 45635,
1740
  "right_pr_number": 46067,
1741
  "similarity": 0.623,
1742
+ "content_similarity": 0.524,
1743
  "size_similarity": 0.884,
1744
  "breadth_similarity": 0.8,
1745
  "concentration_similarity": 0.874,
 
1797
  {
1798
  "left_pr_number": 45421,
1799
  "right_pr_number": 45635,
1800
+ "similarity": 0.468,
1801
  "content_similarity": 0.384,
1802
  "size_similarity": 0.803,
1803
  "breadth_similarity": 0.5,
 
1975
  "left_pr_number": 44872,
1976
  "right_pr_number": 45985,
1977
  "similarity": 0.472,
1978
+ "content_similarity": 0.418,
1979
  "size_similarity": 0.2,
1980
  "breadth_similarity": 1.0,
1981
  "concentration_similarity": 1.0,
 
2042
  {
2043
  "left_pr_number": 39683,
2044
  "right_pr_number": 44872,
2045
+ "similarity": 0.426,
2046
  "content_similarity": 0.366,
2047
  "size_similarity": 0.13,
2048
  "breadth_similarity": 1.0,
 
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,
 
2217
  }
2218
  ]
2219
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2220
  {
2221
  "cluster_id": "pr-scope-43488-4",
2222
  "pr_numbers": [
 
2341
  }
2342
  ]
2343
  },
2344
+ {
2345
+ "cluster_id": "pr-scope-41097-4",
2346
+ "pr_numbers": [
2347
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2348
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2349
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2350
+ 46013
2351
+ ],
2352
+ "representative_pr_number": 43549,
2353
+ "average_similarity": 0.534,
2354
+ "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
2355
+ "shared_filenames": [
2356
+ "src/transformers/modeling_flash_attention_utils.py"
2357
+ ],
2358
+ "shared_directories": [
2359
+ "src/transformers",
2360
+ "src"
2361
+ ],
2362
+ "pairwise": [
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+ {
2364
+ "left_pr_number": 43549,
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+ "right_pr_number": 46013,
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+ "similarity": 0.885,
2367
+ "content_similarity": 0.993,
2368
+ "size_similarity": 0.267,
2369
+ "breadth_similarity": 1.0,
2370
+ "concentration_similarity": 1.0,
2371
+ "shared_filenames": [
2372
+ "src/transformers/modeling_flash_attention_utils.py"
2373
+ ],
2374
+ "shared_directories": [
2375
+ "src/transformers",
2376
+ "src"
2377
+ ]
2378
+ },
2379
+ {
2380
+ "left_pr_number": 41097,
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+ "similarity": 0.546,
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+ "breadth_similarity": 1.0,
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+ "concentration_similarity": 1.0,
2387
+ "shared_filenames": [
2388
+ "src/transformers/modeling_flash_attention_utils.py"
2389
+ ],
2390
+ "shared_directories": [
2391
+ "src/transformers",
2392
+ "src"
2393
+ ]
2394
+ },
2395
+ {
2396
+ "left_pr_number": 44547,
2397
+ "right_pr_number": 46013,
2398
+ "similarity": 0.508,
2399
+ "content_similarity": 0.298,
2400
+ "size_similarity": 1.0,
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+ "breadth_similarity": 1.0,
2402
+ "concentration_similarity": 1.0,
2403
+ "shared_filenames": [
2404
+ "src/transformers/modeling_flash_attention_utils.py"
2405
+ ],
2406
+ "shared_directories": [
2407
+ "src/transformers",
2408
+ "src"
2409
+ ]
2410
+ },
2411
+ {
2412
+ "left_pr_number": 41097,
2413
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2414
+ "similarity": 0.441,
2415
+ "content_similarity": 0.381,
2416
+ "size_similarity": 0.16,
2417
+ "breadth_similarity": 1.0,
2418
+ "concentration_similarity": 1.0,
2419
+ "shared_filenames": [
2420
+ "src/transformers/modeling_flash_attention_utils.py"
2421
+ ],
2422
+ "shared_directories": [
2423
+ "src/transformers",
2424
+ "src"
2425
+ ]
2426
+ },
2427
+ {
2428
+ "left_pr_number": 43549,
2429
+ "right_pr_number": 44547,
2430
+ "similarity": 0.429,
2431
+ "content_similarity": 0.341,
2432
+ "size_similarity": 0.267,
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+ "breadth_similarity": 1.0,
2434
+ "concentration_similarity": 1.0,
2435
+ "shared_filenames": [
2436
+ "src/transformers/modeling_flash_attention_utils.py"
2437
+ ],
2438
+ "shared_directories": [
2439
+ "src/transformers",
2440
+ "src"
2441
+ ]
2442
+ },
2443
+ {
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