evalstate HF Staff commited on
Commit
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1 Parent(s): 6bfb4a1

Refresh transformers dataset snapshot 20260514T060044Z

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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new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260514T000044Z`
4
- - Generated: `2026-05-14T00:01:41Z`
5
  - Activity window: `60d`
6
- - Contributors: `350`
7
 
8
  ## Summary
9
 
@@ -90,6 +90,7 @@
90
  | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
91
  | `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
92
  | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
93
  | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | FIRST_TIME_CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
94
  | `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
95
  | `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -233,7 +234,6 @@
233
  | `DavidSolanas` | [profile](https://github.com/DavidSolanas) | no | FIRST_TIME_CONTRIBUTOR | 2757d | `2026-04-15T08:44:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
234
  | `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
235
  | `Defalt-Meh` | [profile](https://github.com/Defalt-Meh) | no | FIRST_TIME_CONTRIBUTOR | 662d | `2026-03-15T23:26:31Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
236
- | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
237
  | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
238
  | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
239
  | `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -260,6 +260,7 @@
260
  | `hemantmm` | [profile](https://github.com/hemantmm) | no | NONE | 1646d | `2026-03-23T16:29:46Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
261
  | `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
262
  | `heycorgi` | [profile](https://github.com/heycorgi) | no | NONE | 1515d | `2026-03-23T15:33:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
263
  | `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 421d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — |
264
  | `i3hz` | [profile](https://github.com/i3hz) | no | CONTRIBUTOR | 961d | `2026-02-18T04:04:37Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
265
  | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
@@ -305,6 +306,7 @@
305
  | `NicoleRobin` | [profile](https://github.com/NicoleRobin) | no | NONE | 4096d | `2026-03-21T03:25:56Z` | 1 | 0 | strong | low | low | targets high-star repos |
306
  | `omyaaa1` | [profile](https://github.com/omyaaa1) | no | NONE | 519d | `2026-03-19T04:48:58Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
307
  | `Oneirag` | [profile](https://github.com/Oneirag) | no | FIRST_TIME_CONTRIBUTOR | 4233d | `2026-04-24T04:00:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 
308
  | `owwll` | [profile](https://github.com/owwll) | no | NONE | 636d | `2026-04-10T21:13:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
309
  | `partacc` | [profile](https://github.com/partacc) | no | NONE | 282d | `2026-04-07T20:07:02Z` | 1 | 0 | n/a | low | low | young account; no visible non-self stars |
310
  | `pdufour` | [profile](https://github.com/pdufour) | no | FIRST_TIME_CONTRIBUTOR | 5247d | `2026-04-04T00:15:04Z` | 1 | 0 | weak | moderate | low | high open PR share |
@@ -347,6 +349,7 @@
347
  | `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
348
  | `vivekvar-dl` | [profile](https://github.com/vivekvar-dl) | no | NONE | 2072d | `2026-03-21T03:12:37Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
349
  | `w601sxs` | [profile](https://github.com/w601sxs) | no | FIRST_TIME_CONTRIBUTOR | 4837d | `2026-04-01T15:02:15Z` | 1 | 0 | mixed | low | low | — |
 
350
  | `xodn348` | [profile](https://github.com/xodn348) | no | FIRST_TIME_CONTRIBUTOR | 2352d | `2026-05-01T07:27:40Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
351
  | `xr843` | [profile](https://github.com/xr843) | no | NONE | 1032d | `2026-03-18T23:53:54Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
352
  | `xu-song` | [profile](https://github.com/xu-song) | no | CONTRIBUTOR | 3895d | `2026-04-01T14:50:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -463,12 +466,12 @@ Example artifacts:
463
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
464
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
465
  - repo first seen: `2025-06-20T09:58:55Z`
466
- - repo last seen: `2026-05-13T12:42:54Z`
467
  - first seen in snapshot: **no**
468
  - repo association: **CONTRIBUTOR**
469
  - repo primary artifacts: **78**
470
  - snapshot authored PRs/issues: **74 PRs / 4 issues**
471
- - snapshot discussion activity: **61 comments / 64 reviews / 63 review comments**
472
  - account age: **3934 days**
473
  - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
474
  - public orgs: none visible
@@ -489,12 +492,12 @@ Example artifacts:
489
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
490
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
491
  - repo first seen: `2023-02-24T14:13:29Z`
492
- - repo last seen: `2026-05-13T09:20:24Z`
493
  - first seen in snapshot: **no**
494
  - repo association: **MEMBER**
495
  - repo primary artifacts: **57**
496
  - snapshot authored PRs/issues: **54 PRs / 3 issues**
497
- - snapshot discussion activity: **170 comments / 576 reviews / 1173 review comments**
498
  - account age: **2590 days**
499
  - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
500
  - public orgs: none visible
@@ -683,12 +686,12 @@ Example artifacts:
683
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
684
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
685
  - repo first seen: `2026-01-13T09:15:18Z`
686
- - repo last seen: `2026-05-12T11:08:29Z`
687
  - first seen in snapshot: **no**
688
  - repo association: **MEMBER**
689
  - repo primary artifacts: **25**
690
  - snapshot authored PRs/issues: **25 PRs / 0 issues**
691
- - snapshot discussion activity: **42 comments / 133 reviews / 144 review comments**
692
  - account age: **1813 days**
693
  - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
694
  - public orgs: none visible
@@ -706,12 +709,12 @@ Example artifacts:
706
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
707
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
708
  - repo first seen: `2024-03-21T04:37:45Z`
709
- - repo last seen: `2026-05-13T08:42:26Z`
710
  - first seen in snapshot: **no**
711
  - repo association: **CONTRIBUTOR**
712
  - repo primary artifacts: **26**
713
  - snapshot authored PRs/issues: **22 PRs / 4 issues**
714
- - snapshot discussion activity: **44 comments / 35 reviews / 35 review comments**
715
  - account age: **1396 days**
716
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
717
  - public orgs: none visible
@@ -1323,12 +1326,12 @@ Example artifacts:
1323
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
1324
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
1325
  - repo first seen: `2026-04-23T00:37:54Z`
1326
- - repo last seen: `2026-05-13T06:29:10Z`
1327
  - first seen in snapshot: **no**
1328
  - repo association: **CONTRIBUTOR**
1329
  - repo primary artifacts: **10**
1330
  - snapshot authored PRs/issues: **5 PRs / 5 issues**
1331
- - snapshot discussion activity: **7 comments / 3 reviews / 3 review comments**
1332
  - account age: **4221 days**
1333
  - recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
1334
  - public orgs: none visible
@@ -2274,6 +2277,28 @@ Example artifacts:
2274
  - [PR #45298: Add new qwen2 5 vl](https://github.com/huggingface/transformers/pull/45298) — closed
2275
  - [PR #45291: First pull request](https://github.com/huggingface/transformers/pull/45291) — closed
2276
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2277
  ### `dhruv7477`
2278
 
2279
  - profile: [github.com/dhruv7477](https://github.com/dhruv7477)
@@ -5406,27 +5431,6 @@ Example artifacts:
5406
  Example artifacts:
5407
  - [PR #44731: [Tests] Fix slow video tensor creation from list of numpy arrays in SmolVLM](https://github.com/huggingface/transformers/pull/44731) — open
5408
 
5409
- ### `Dev-X25874`
5410
-
5411
- - profile: [github.com/Dev-X25874](https://github.com/Dev-X25874)
5412
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADev-X25874)
5413
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADev-X25874)
5414
- - repo first seen: `2026-05-13T10:45:04Z`
5415
- - repo last seen: `2026-05-13T15:45:32Z`
5416
- - first seen in snapshot: **no**
5417
- - repo association: **FIRST_TIME_CONTRIBUTOR**
5418
- - repo primary artifacts: **1**
5419
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
5420
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
5421
- - account age: **4 days**
5422
- - recent public PR activity: **14 PRs** (1 merged / 5 closed-unmerged / 8 open; merged rate **7%**, closed-unmerged rate **36%**, open rate **57%**)
5423
- - public orgs: none visible
5424
- - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
5425
- - heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
5426
-
5427
- Example artifacts:
5428
- - [PR #45940: cache_utils: fix StaticSlidingWindowLayer.get_mask_sizes returning sliding_window size before cache is full](https://github.com/huggingface/transformers/pull/45940) — open
5429
-
5430
  ### `Dhruv908615`
5431
 
5432
  - profile: [github.com/Dhruv908615](https://github.com/Dhruv908615)
@@ -5974,6 +5978,27 @@ Example artifacts:
5974
  Example artifacts:
5975
  - [PR #44948: Create aa.py](https://github.com/huggingface/transformers/pull/44948) — closed
5976
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5977
  ### `Hyungkeun-Park-Nota`
5978
 
5979
  - profile: [github.com/Hyungkeun-Park-Nota](https://github.com/Hyungkeun-Park-Nota)
@@ -6919,6 +6944,27 @@ Example artifacts:
6919
  Example artifacts:
6920
  - [PR #45614: Add missing requests dependency to transformers[serving]](https://github.com/huggingface/transformers/pull/45614) — open
6921
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6922
  ### `owwll`
6923
 
6924
  - profile: [github.com/owwll](https://github.com/owwll)
@@ -7801,6 +7847,27 @@ Example artifacts:
7801
  Example artifacts:
7802
  - [PR #45168: Update min_lr and max_lr default values to better defaults](https://github.com/huggingface/transformers/pull/45168) — open
7803
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7804
  ### `xodn348`
7805
 
7806
  - profile: [github.com/xodn348](https://github.com/xodn348)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260514T060044Z`
4
+ - Generated: `2026-05-14T06:01:53Z`
5
  - Activity window: `60d`
6
+ - Contributors: `353`
7
 
8
  ## Summary
9
 
 
90
  | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
91
  | `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
92
  | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
93
+ | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 2 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
94
  | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | FIRST_TIME_CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
95
  | `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
96
  | `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
234
  | `DavidSolanas` | [profile](https://github.com/DavidSolanas) | no | FIRST_TIME_CONTRIBUTOR | 2757d | `2026-04-15T08:44:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
235
  | `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
236
  | `Defalt-Meh` | [profile](https://github.com/Defalt-Meh) | no | FIRST_TIME_CONTRIBUTOR | 662d | `2026-03-15T23:26:31Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 
237
  | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
238
  | `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
239
  | `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
260
  | `hemantmm` | [profile](https://github.com/hemantmm) | no | NONE | 1646d | `2026-03-23T16:29:46Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
261
  | `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
262
  | `heycorgi` | [profile](https://github.com/heycorgi) | no | NONE | 1515d | `2026-03-23T15:33:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
263
+ | `huzama` | [profile](https://github.com/huzama) | yes | FIRST_TIME_CONTRIBUTOR | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
264
  | `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 421d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — |
265
  | `i3hz` | [profile](https://github.com/i3hz) | no | CONTRIBUTOR | 961d | `2026-02-18T04:04:37Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
266
  | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 
306
  | `NicoleRobin` | [profile](https://github.com/NicoleRobin) | no | NONE | 4096d | `2026-03-21T03:25:56Z` | 1 | 0 | strong | low | low | targets high-star repos |
307
  | `omyaaa1` | [profile](https://github.com/omyaaa1) | no | NONE | 519d | `2026-03-19T04:48:58Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
308
  | `Oneirag` | [profile](https://github.com/Oneirag) | no | FIRST_TIME_CONTRIBUTOR | 4233d | `2026-04-24T04:00:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
309
+ | `otjdiepluong` | [profile](https://github.com/otjdiepluong) | yes | FIRST_TIME_CONTRIBUTOR | 32d | `2026-05-14T03:52:29Z` | 1 | 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 |
310
  | `owwll` | [profile](https://github.com/owwll) | no | NONE | 636d | `2026-04-10T21:13:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
311
  | `partacc` | [profile](https://github.com/partacc) | no | NONE | 282d | `2026-04-07T20:07:02Z` | 1 | 0 | n/a | low | low | young account; no visible non-self stars |
312
  | `pdufour` | [profile](https://github.com/pdufour) | no | FIRST_TIME_CONTRIBUTOR | 5247d | `2026-04-04T00:15:04Z` | 1 | 0 | weak | moderate | low | high open PR share |
 
349
  | `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
350
  | `vivekvar-dl` | [profile](https://github.com/vivekvar-dl) | no | NONE | 2072d | `2026-03-21T03:12:37Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
351
  | `w601sxs` | [profile](https://github.com/w601sxs) | no | FIRST_TIME_CONTRIBUTOR | 4837d | `2026-04-01T15:02:15Z` | 1 | 0 | mixed | low | low | — |
352
+ | `XciD` | [profile](https://github.com/XciD) | yes | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 1 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
353
  | `xodn348` | [profile](https://github.com/xodn348) | no | FIRST_TIME_CONTRIBUTOR | 2352d | `2026-05-01T07:27:40Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
354
  | `xr843` | [profile](https://github.com/xr843) | no | NONE | 1032d | `2026-03-18T23:53:54Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
355
  | `xu-song` | [profile](https://github.com/xu-song) | no | CONTRIBUTOR | 3895d | `2026-04-01T14:50:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
466
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
467
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
468
  - repo first seen: `2025-06-20T09:58:55Z`
469
+ - repo last seen: `2026-05-14T01:58:55Z`
470
  - first seen in snapshot: **no**
471
  - repo association: **CONTRIBUTOR**
472
  - repo primary artifacts: **78**
473
  - snapshot authored PRs/issues: **74 PRs / 4 issues**
474
+ - snapshot discussion activity: **61 comments / 65 reviews / 64 review comments**
475
  - account age: **3934 days**
476
  - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
477
  - public orgs: none visible
 
492
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
493
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
494
  - repo first seen: `2023-02-24T14:13:29Z`
495
+ - repo last seen: `2026-05-14T05:58:17Z`
496
  - first seen in snapshot: **no**
497
  - repo association: **MEMBER**
498
  - repo primary artifacts: **57**
499
  - snapshot authored PRs/issues: **54 PRs / 3 issues**
500
+ - snapshot discussion activity: **170 comments / 577 reviews / 1173 review comments**
501
  - account age: **2590 days**
502
  - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
503
  - public orgs: none visible
 
686
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
687
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
688
  - repo first seen: `2026-01-13T09:15:18Z`
689
+ - repo last seen: `2026-05-14T02:26:36Z`
690
  - first seen in snapshot: **no**
691
  - repo association: **MEMBER**
692
  - repo primary artifacts: **25**
693
  - snapshot authored PRs/issues: **25 PRs / 0 issues**
694
+ - snapshot discussion activity: **43 comments / 134 reviews / 144 review comments**
695
  - account age: **1813 days**
696
  - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
697
  - public orgs: none visible
 
709
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
710
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
711
  - repo first seen: `2024-03-21T04:37:45Z`
712
+ - repo last seen: `2026-05-14T04:56:27Z`
713
  - first seen in snapshot: **no**
714
  - repo association: **CONTRIBUTOR**
715
  - repo primary artifacts: **26**
716
  - snapshot authored PRs/issues: **22 PRs / 4 issues**
717
+ - snapshot discussion activity: **45 comments / 35 reviews / 35 review comments**
718
  - account age: **1396 days**
719
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
720
  - public orgs: none visible
 
1326
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
1327
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
1328
  - repo first seen: `2026-04-23T00:37:54Z`
1329
+ - repo last seen: `2026-05-14T00:51:47Z`
1330
  - first seen in snapshot: **no**
1331
  - repo association: **CONTRIBUTOR**
1332
  - repo primary artifacts: **10**
1333
  - snapshot authored PRs/issues: **5 PRs / 5 issues**
1334
+ - snapshot discussion activity: **8 comments / 3 reviews / 3 review comments**
1335
  - account age: **4221 days**
1336
  - recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
1337
  - public orgs: none visible
 
2277
  - [PR #45298: Add new qwen2 5 vl](https://github.com/huggingface/transformers/pull/45298) — closed
2278
  - [PR #45291: First pull request](https://github.com/huggingface/transformers/pull/45291) — closed
2279
 
2280
+ ### `Dev-X25874`
2281
+
2282
+ - profile: [github.com/Dev-X25874](https://github.com/Dev-X25874)
2283
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADev-X25874)
2284
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADev-X25874)
2285
+ - repo first seen: `2026-05-13T10:45:04Z`
2286
+ - repo last seen: `2026-05-14T01:21:22Z`
2287
+ - first seen in snapshot: **no**
2288
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
2289
+ - repo primary artifacts: **2**
2290
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
2291
+ - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
2292
+ - account age: **4 days**
2293
+ - recent public PR activity: **14 PRs** (1 merged / 5 closed-unmerged / 8 open; merged rate **7%**, closed-unmerged rate **36%**, open rate **57%**)
2294
+ - public orgs: none visible
2295
+ - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
2296
+ - heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
2297
+
2298
+ Example artifacts:
2299
+ - [PR #45952: hf_argparser: fix parse_yaml_file missing utf-8 encoding and wrong docstring](https://github.com/huggingface/transformers/pull/45952) — open
2300
+ - [PR #45940: cache_utils: fix StaticSlidingWindowLayer.get_mask_sizes returning sliding_window size before cache is full](https://github.com/huggingface/transformers/pull/45940) — closed
2301
+
2302
  ### `dhruv7477`
2303
 
2304
  - profile: [github.com/dhruv7477](https://github.com/dhruv7477)
 
5431
  Example artifacts:
5432
  - [PR #44731: [Tests] Fix slow video tensor creation from list of numpy arrays in SmolVLM](https://github.com/huggingface/transformers/pull/44731) — open
5433
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5434
  ### `Dhruv908615`
5435
 
5436
  - profile: [github.com/Dhruv908615](https://github.com/Dhruv908615)
 
5978
  Example artifacts:
5979
  - [PR #44948: Create aa.py](https://github.com/huggingface/transformers/pull/44948) — closed
5980
 
5981
+ ### `huzama`
5982
+
5983
+ - profile: [github.com/huzama](https://github.com/huzama)
5984
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahuzama)
5985
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahuzama)
5986
+ - repo first seen: `2026-05-14T02:06:51Z`
5987
+ - repo last seen: `2026-05-14T02:06:51Z`
5988
+ - first seen in snapshot: **yes**
5989
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
5990
+ - repo primary artifacts: **1**
5991
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
5992
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5993
+ - account age: **3081 days**
5994
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5995
+ - public orgs: none visible
5996
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
5997
+ - heuristic read: **high open PR share; targets high-star repos**
5998
+
5999
+ Example artifacts:
6000
+ - [PR #45953: Strip language_model. prefix when loading multimodal Gemma 4 checkpoint into Gemma4ForCausalLM](https://github.com/huggingface/transformers/pull/45953) — open
6001
+
6002
  ### `Hyungkeun-Park-Nota`
6003
 
6004
  - profile: [github.com/Hyungkeun-Park-Nota](https://github.com/Hyungkeun-Park-Nota)
 
6944
  Example artifacts:
6945
  - [PR #45614: Add missing requests dependency to transformers[serving]](https://github.com/huggingface/transformers/pull/45614) — open
6946
 
6947
+ ### `otjdiepluong`
6948
+
6949
+ - profile: [github.com/otjdiepluong](https://github.com/otjdiepluong)
6950
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aotjdiepluong)
6951
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aotjdiepluong)
6952
+ - repo first seen: `2026-05-14T03:52:29Z`
6953
+ - repo last seen: `2026-05-14T03:52:29Z`
6954
+ - first seen in snapshot: **yes**
6955
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
6956
+ - repo primary artifacts: **1**
6957
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
6958
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6959
+ - account age: **32 days**
6960
+ - recent public PR activity: **34 PRs** (2 merged / 6 closed-unmerged / 26 open; merged rate **6%**, closed-unmerged rate **18%**, open rate **76%**)
6961
+ - public orgs: none visible
6962
+ - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
6963
+ - heuristic read: **very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos**
6964
+
6965
+ Example artifacts:
6966
+ - [PR #45954: tests: fix duplicated "for" in test_video_utils FIXME comment](https://github.com/huggingface/transformers/pull/45954) — open
6967
+
6968
  ### `owwll`
6969
 
6970
  - profile: [github.com/owwll](https://github.com/owwll)
 
7847
  Example artifacts:
7848
  - [PR #45168: Update min_lr and max_lr default values to better defaults](https://github.com/huggingface/transformers/pull/45168) — open
7849
 
7850
+ ### `XciD`
7851
+
7852
+ - profile: [github.com/XciD](https://github.com/XciD)
7853
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AXciD)
7854
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AXciD)
7855
+ - repo first seen: `2026-05-14T05:53:53Z`
7856
+ - repo last seen: `2026-05-14T05:53:53Z`
7857
+ - first seen in snapshot: **yes**
7858
+ - repo association: **MEMBER**
7859
+ - repo primary artifacts: **1**
7860
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
7861
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7862
+ - account age: **4481 days**
7863
+ - recent public PR activity: **125 PRs** (95 merged / 23 closed-unmerged / 7 open; merged rate **76%**, closed-unmerged rate **18%**, open rate **6%**)
7864
+ - public orgs: `huggingface`
7865
+ - compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
7866
+ - heuristic read: **extremely high recent PR volume; broad repo spread**
7867
+
7868
+ Example artifacts:
7869
+ - [PR #45955: chore(ci): pin all GitHub Actions and reusable workflows by SHA](https://github.com/huggingface/transformers/pull/45955) — open
7870
+
7871
  ### `xodn348`
7872
 
7873
  - profile: [github.com/xodn348](https://github.com/xodn348)
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1375
  "shared_directories": [
 
1376
  "src/transformers",
1377
- "tests/utils",
1378
- "src",
1379
- "tests"
1380
  ]
1381
  },
1382
  {
1383
- "left_pr_number": 43875,
1384
- "right_pr_number": 45931,
1385
- "similarity": 0.405,
1386
- "content_similarity": 0.461,
1387
- "size_similarity": 0.058,
1388
- "breadth_similarity": 0.31,
1389
- "concentration_similarity": 0.861,
1390
  "shared_filenames": [
1391
- "src/transformers/cache_utils.py",
1392
- "tests/utils/test_cache_utils.py"
1393
  ],
1394
  "shared_directories": [
 
1395
  "src/transformers",
1396
- "tests/utils",
1397
- "src",
1398
- "tests"
1399
  ]
1400
  },
1401
  {
1402
- "left_pr_number": 42655,
1403
- "right_pr_number": 43875,
1404
- "similarity": 0.271,
1405
- "content_similarity": 0.253,
1406
- "size_similarity": 0.042,
1407
- "breadth_similarity": 0.417,
1408
- "concentration_similarity": 0.923,
1409
  "shared_filenames": [
1410
- "src/transformers/cache_utils.py",
1411
- "tests/utils/test_cache_utils.py"
1412
  ],
1413
  "shared_directories": [
 
1414
  "src/transformers",
1415
- "tests/utils",
1416
- "src",
1417
- "tests"
1418
  ]
1419
  }
1420
  ]
@@ -1466,7 +1698,7 @@
1466
  {
1467
  "left_pr_number": 45421,
1468
  "right_pr_number": 45635,
1469
- "similarity": 0.468,
1470
  "content_similarity": 0.384,
1471
  "size_similarity": 0.803,
1472
  "breadth_similarity": 0.5,
@@ -1580,7 +1812,7 @@
1580
  "left_pr_number": 33686,
1581
  "right_pr_number": 44550,
1582
  "similarity": 0.391,
1583
- "content_similarity": 0.129,
1584
  "size_similarity": 1.0,
1585
  "breadth_similarity": 1.0,
1586
  "concentration_similarity": 1.0,
@@ -1595,7 +1827,7 @@
1595
  {
1596
  "left_pr_number": 44407,
1597
  "right_pr_number": 44550,
1598
- "similarity": 0.361,
1599
  "content_similarity": 0.097,
1600
  "size_similarity": 0.957,
1601
  "breadth_similarity": 1.0,
@@ -1610,8 +1842,8 @@
1610
  {
1611
  "left_pr_number": 44550,
1612
  "right_pr_number": 45899,
1613
- "similarity": 0.361,
1614
- "content_similarity": 0.097,
1615
  "size_similarity": 0.955,
1616
  "breadth_similarity": 1.0,
1617
  "concentration_similarity": 1.0,
@@ -1641,7 +1873,7 @@
1641
  "left_pr_number": 33686,
1642
  "right_pr_number": 45899,
1643
  "similarity": 0.351,
1644
- "content_similarity": 0.082,
1645
  "size_similarity": 0.955,
1646
  "breadth_similarity": 1.0,
1647
  "concentration_similarity": 1.0,
@@ -1833,7 +2065,7 @@
1833
  45422
1834
  ],
1835
  "representative_pr_number": 41606,
1836
- "average_similarity": 0.558,
1837
  "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
1838
  "shared_filenames": [
1839
  "tests/test_processing_common.py",
@@ -2090,74 +2322,67 @@
2090
  ]
2091
  },
2092
  {
2093
- "cluster_id": "pr-scope-43997-3",
2094
  "pr_numbers": [
2095
- 43997,
2096
- 44007,
2097
- 44019
2098
  ],
2099
- "representative_pr_number": 44007,
2100
- "average_similarity": 0.529,
2101
- "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.",
2102
  "shared_filenames": [
2103
- "src/transformers/models/regnet/modeling_regnet.py",
2104
- "src/transformers/models/resnet/modeling_resnet.py"
2105
  ],
2106
  "shared_directories": [
2107
- "src/transformers/models",
2108
  "src/transformers",
2109
- "src",
2110
- "src/transformers/models/regnet",
2111
- "src/transformers/models/resnet"
2112
  ],
2113
  "pairwise": [
2114
  {
2115
- "left_pr_number": 44007,
2116
- "right_pr_number": 44019,
2117
- "similarity": 0.698,
2118
- "content_similarity": 0.709,
2119
- "size_similarity": 0.94,
2120
- "breadth_similarity": 0.333,
2121
- "concentration_similarity": 0.548,
2122
  "shared_filenames": [
2123
- "src/transformers/models/resnet/modeling_resnet.py"
2124
  ],
2125
  "shared_directories": [
2126
- "src/transformers/models/resnet",
2127
- "src/transformers/models",
2128
  "src/transformers",
2129
  "src"
2130
  ]
2131
  },
2132
  {
2133
- "left_pr_number": 43997,
2134
- "right_pr_number": 44007,
2135
- "similarity": 0.615,
2136
- "content_similarity": 0.647,
2137
- "size_similarity": 0.679,
2138
- "breadth_similarity": 0.333,
2139
- "concentration_similarity": 0.548,
2140
  "shared_filenames": [
2141
- "src/transformers/models/regnet/modeling_regnet.py"
2142
  ],
2143
  "shared_directories": [
2144
- "src/transformers/models/regnet",
2145
- "src/transformers/models",
2146
  "src/transformers",
2147
  "src"
2148
  ]
2149
  },
2150
  {
2151
- "left_pr_number": 43997,
2152
- "right_pr_number": 44019,
2153
- "similarity": 0.275,
2154
- "content_similarity": 0.024,
2155
- "size_similarity": 0.722,
2156
- "breadth_similarity": 1.0,
2157
- "concentration_similarity": 1.0,
2158
- "shared_filenames": [],
 
 
2159
  "shared_directories": [
2160
- "src/transformers/models",
2161
  "src/transformers",
2162
  "src"
2163
  ]
@@ -2165,95 +2390,76 @@
2165
  ]
2166
  },
2167
  {
2168
- "cluster_id": "pr-scope-42975-3",
2169
  "pr_numbers": [
2170
- 42975,
2171
- 42976,
2172
- 45077
2173
  ],
2174
- "representative_pr_number": 45077,
2175
- "average_similarity": 0.525,
2176
- "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.",
2177
  "shared_filenames": [
2178
- ".github/workflows/build-ci-docker-images.yml",
2179
- ".github/workflows/build-docker-images.yml",
2180
- ".github/workflows/build-nightly-ci-docker-images.yml",
2181
- ".github/workflows/build-past-ci-docker-images.yml",
2182
- ".github/workflows/release-conda.yml",
2183
- ".github/workflows/benchmark.yml",
2184
- ".github/workflows/check_failed_tests.yml",
2185
- ".github/workflows/check_tiny_models.yml"
2186
  ],
2187
  "shared_directories": [
2188
- ".github/workflows",
2189
- ".github"
 
 
 
2190
  ],
2191
  "pairwise": [
2192
  {
2193
- "left_pr_number": 42975,
2194
- "right_pr_number": 45077,
2195
- "similarity": 0.678,
2196
- "content_similarity": 0.621,
2197
- "size_similarity": 0.731,
2198
- "breadth_similarity": 0.833,
2199
- "concentration_similarity": 1.0,
2200
- "shared_filenames": [
2201
- ".github/workflows/benchmark.yml",
2202
- ".github/workflows/build-ci-docker-images.yml",
2203
- ".github/workflows/build-docker-images.yml",
2204
- ".github/workflows/build-nightly-ci-docker-images.yml",
2205
- ".github/workflows/build-past-ci-docker-images.yml",
2206
- ".github/workflows/check_tiny_models.yml",
2207
- ".github/workflows/model_jobs.yml",
2208
- ".github/workflows/release-conda.yml",
2209
- ".github/workflows/release.yml",
2210
- ".github/workflows/trufflehog.yml"
2211
  ],
2212
  "shared_directories": [
2213
- ".github/workflows",
2214
- ".github"
 
 
2215
  ]
2216
  },
2217
  {
2218
- "left_pr_number": 42976,
2219
- "right_pr_number": 45077,
2220
- "similarity": 0.488,
2221
- "content_similarity": 0.516,
2222
- "size_similarity": 0.074,
2223
- "breadth_similarity": 0.659,
2224
- "concentration_similarity": 1.0,
2225
  "shared_filenames": [
2226
- ".github/workflows/build-ci-docker-images.yml",
2227
- ".github/workflows/build-docker-images.yml",
2228
- ".github/workflows/build-nightly-ci-docker-images.yml",
2229
- ".github/workflows/build-past-ci-docker-images.yml",
2230
- ".github/workflows/release-conda.yml"
2231
  ],
2232
  "shared_directories": [
2233
- ".github/workflows",
2234
- ".github"
 
 
2235
  ]
2236
  },
2237
  {
2238
- "left_pr_number": 42975,
2239
- "right_pr_number": 42976,
2240
- "similarity": 0.409,
2241
- "content_similarity": 0.405,
2242
- "size_similarity": 0.101,
2243
- "breadth_similarity": 0.606,
2244
  "concentration_similarity": 1.0,
2245
- "shared_filenames": [
2246
- ".github/workflows/build-ci-docker-images.yml",
2247
- ".github/workflows/build-docker-images.yml",
2248
- ".github/workflows/build-nightly-ci-docker-images.yml",
2249
- ".github/workflows/build-past-ci-docker-images.yml",
2250
- ".github/workflows/check_failed_tests.yml",
2251
- ".github/workflows/new_model_pr_merged_notification.yml",
2252
- ".github/workflows/release-conda.yml"
2253
- ],
2254
  "shared_directories": [
2255
- ".github/workflows",
2256
- ".github"
 
2257
  ]
2258
  }
2259
  ]
@@ -2281,7 +2487,7 @@
2281
  "left_pr_number": 34667,
2282
  "right_pr_number": 39683,
2283
  "similarity": 0.53,
2284
- "content_similarity": 0.44,
2285
  "size_similarity": 0.478,
2286
  "breadth_similarity": 1.0,
2287
  "concentration_similarity": 1.0,
@@ -2298,7 +2504,7 @@
2298
  "left_pr_number": 34667,
2299
  "right_pr_number": 44872,
2300
  "similarity": 0.44,
2301
- "content_similarity": 0.355,
2302
  "size_similarity": 0.273,
2303
  "breadth_similarity": 1.0,
2304
  "concentration_similarity": 1.0,
@@ -2315,7 +2521,7 @@
2315
  "left_pr_number": 39683,
2316
  "right_pr_number": 44872,
2317
  "similarity": 0.425,
2318
- "content_similarity": 0.364,
2319
  "size_similarity": 0.13,
2320
  "breadth_similarity": 1.0,
2321
  "concentration_similarity": 1.0,
@@ -2352,7 +2558,7 @@
2352
  "left_pr_number": 41097,
2353
  "right_pr_number": 43549,
2354
  "similarity": 0.548,
2355
- "content_similarity": 0.439,
2356
  "size_similarity": 0.6,
2357
  "breadth_similarity": 1.0,
2358
  "concentration_similarity": 1.0,
@@ -2367,7 +2573,7 @@
2367
  {
2368
  "left_pr_number": 43549,
2369
  "right_pr_number": 44547,
2370
- "similarity": 0.436,
2371
  "content_similarity": 0.352,
2372
  "size_similarity": 0.267,
2373
  "breadth_similarity": 1.0,
@@ -2398,6 +2604,104 @@
2398
  }
2399
  ]
2400
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2401
  {
2402
  "cluster_id": "pr-scope-44907-3",
2403
  "pr_numbers": [
@@ -2433,7 +2737,7 @@
2433
  "left_pr_number": 44907,
2434
  "right_pr_number": 45783,
2435
  "similarity": 0.482,
2436
- "content_similarity": 0.482,
2437
  "size_similarity": 0.078,
2438
  "breadth_similarity": 0.836,
2439
  "concentration_similarity": 0.986,
@@ -2498,7 +2802,7 @@
2498
  {
2499
  "left_pr_number": 44907,
2500
  "right_pr_number": 45827,
2501
- "similarity": 0.347,
2502
  "content_similarity": 0.286,
2503
  "size_similarity": 0.446,
2504
  "breadth_similarity": 0.345,
@@ -2584,7 +2888,7 @@
2584
  "left_pr_number": 45548,
2585
  "right_pr_number": 45655,
2586
  "similarity": 0.348,
2587
- "content_similarity": 0.277,
2588
  "size_similarity": 0.191,
2589
  "breadth_similarity": 0.75,
2590
  "concentration_similarity": 1.0,
@@ -2621,7 +2925,7 @@
2621
  "left_pr_number": 44615,
2622
  "right_pr_number": 45524,
2623
  "similarity": 0.42,
2624
- "content_similarity": 0.336,
2625
  "size_similarity": 0.229,
2626
  "breadth_similarity": 1.0,
2627
  "concentration_similarity": 1.0,
@@ -2638,7 +2942,7 @@
2638
  "left_pr_number": 44385,
2639
  "right_pr_number": 44615,
2640
  "similarity": 0.407,
2641
- "content_similarity": 0.335,
2642
  "size_similarity": 0.371,
2643
  "breadth_similarity": 0.667,
2644
  "concentration_similarity": 1.0,
@@ -2693,8 +2997,8 @@
2693
  {
2694
  "left_pr_number": 44889,
2695
  "right_pr_number": 44981,
2696
- "similarity": 0.399,
2697
- "content_similarity": 0.157,
2698
  "size_similarity": 0.991,
2699
  "breadth_similarity": 1.0,
2700
  "concentration_similarity": 0.812,
@@ -2712,7 +3016,7 @@
2712
  "left_pr_number": 44981,
2713
  "right_pr_number": 45917,
2714
  "similarity": 0.354,
2715
- "content_similarity": 0.108,
2716
  "size_similarity": 0.87,
2717
  "breadth_similarity": 1.0,
2718
  "concentration_similarity": 0.959,
@@ -3072,7 +3376,7 @@
3072
  45645
3073
  ],
3074
  "representative_pr_number": 45639,
3075
- "average_similarity": 0.783,
3076
  "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `src/transformers/testing_utils.py`; representative PR #45639.",
3077
  "shared_filenames": [
3078
  "tests/utils/test_testing_utils.py",
@@ -3088,8 +3392,8 @@
3088
  {
3089
  "left_pr_number": 45639,
3090
  "right_pr_number": 45645,
3091
- "similarity": 0.783,
3092
- "content_similarity": 0.845,
3093
  "size_similarity": 0.646,
3094
  "breadth_similarity": 0.5,
3095
  "concentration_similarity": 0.893,
@@ -3241,41 +3545,6 @@
3241
  }
3242
  ]
3243
  },
3244
- {
3245
- "cluster_id": "pr-scope-41441-2",
3246
- "pr_numbers": [
3247
- 41441,
3248
- 43469
3249
- ],
3250
- "representative_pr_number": 41441,
3251
- "average_similarity": 0.671,
3252
- "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
3253
- "shared_filenames": [
3254
- "src/transformers/hf_argparser.py"
3255
- ],
3256
- "shared_directories": [
3257
- "src/transformers",
3258
- "src"
3259
- ],
3260
- "pairwise": [
3261
- {
3262
- "left_pr_number": 41441,
3263
- "right_pr_number": 43469,
3264
- "similarity": 0.671,
3265
- "content_similarity": 0.758,
3266
- "size_similarity": 0.35,
3267
- "breadth_similarity": 0.5,
3268
- "concentration_similarity": 0.75,
3269
- "shared_filenames": [
3270
- "src/transformers/hf_argparser.py"
3271
- ],
3272
- "shared_directories": [
3273
- "src/transformers",
3274
- "src"
3275
- ]
3276
- }
3277
- ]
3278
- },
3279
  {
3280
  "cluster_id": "pr-scope-43779-2",
3281
  "pr_numbers": [
@@ -3363,7 +3632,7 @@
3363
  44116
3364
  ],
3365
  "representative_pr_number": 44101,
3366
- "average_similarity": 0.553,
3367
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.",
3368
  "shared_filenames": [
3369
  "src/transformers/models/flaubert/modeling_flaubert.py"
@@ -3378,7 +3647,7 @@
3378
  {
3379
  "left_pr_number": 44101,
3380
  "right_pr_number": 44116,
3381
- "similarity": 0.553,
3382
  "content_similarity": 0.615,
3383
  "size_similarity": 0.319,
3384
  "breadth_similarity": 0.5,
@@ -3437,13 +3706,13 @@
3437
  43649
3438
  ],
3439
  "representative_pr_number": 43532,
3440
- "average_similarity": 0.515,
3441
- "summary": "2 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
3442
  "shared_filenames": [
3443
- ".github/workflows/self-comment-ci.yml",
3444
  "utils/notification_service.py",
3445
- ".github/workflows/self-scheduled.yml",
3446
- "tests/models/vit/test_modeling_vit.py"
 
3447
  ],
3448
  "shared_directories": [
3449
  "tests/models/vit",
@@ -3457,8 +3726,8 @@
3457
  {
3458
  "left_pr_number": 43532,
3459
  "right_pr_number": 43649,
3460
- "similarity": 0.515,
3461
- "content_similarity": 0.462,
3462
  "size_similarity": 0.395,
3463
  "breadth_similarity": 0.875,
3464
  "concentration_similarity": 0.893,
@@ -3808,100 +4077,6 @@
3808
  }
3809
  ]
3810
  },
3811
- {
3812
- "cluster_id": "pr-scope-44893-2",
3813
- "pr_numbers": [
3814
- 44893,
3815
- 45940
3816
- ],
3817
- "representative_pr_number": 44893,
3818
- "average_similarity": 0.467,
3819
- "summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.",
3820
- "shared_filenames": [
3821
- "src/transformers/cache_utils.py"
3822
- ],
3823
- "shared_directories": [
3824
- "src/transformers",
3825
- "src"
3826
- ],
3827
- "pairwise": [
3828
- {
3829
- "left_pr_number": 44893,
3830
- "right_pr_number": 45940,
3831
- "similarity": 0.467,
3832
- "content_similarity": 0.405,
3833
- "size_similarity": 0.222,
3834
- "breadth_similarity": 1.0,
3835
- "concentration_similarity": 1.0,
3836
- "shared_filenames": [
3837
- "src/transformers/cache_utils.py"
3838
- ],
3839
- "shared_directories": [
3840
- "src/transformers",
3841
- "src"
3842
- ]
3843
- }
3844
- ]
3845
- },
3846
- {
3847
- "cluster_id": "pr-scope-41356-2",
3848
- "pr_numbers": [
3849
- 41356,
3850
- 44339
3851
- ],
3852
- "representative_pr_number": 41356,
3853
- "average_similarity": 0.433,
3854
- "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.",
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1361
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+ ".github/workflows/build-ci-docker-images.yml",
1449
+ ".github/workflows/build-docker-images.yml",
1450
+ ".github/workflows/build-nightly-ci-docker-images.yml",
1451
+ ".github/workflows/build-past-ci-docker-images.yml",
1452
+ ".github/workflows/check_failed_tests.yml",
1453
+ ".github/workflows/new_model_pr_merged_notification.yml",
1454
+ ".github/workflows/release-conda.yml"
1455
  ],
1456
  "shared_directories": [
1457
+ ".github/workflows",
1458
+ ".github"
 
1459
  ]
1460
  },
1461
  {
1462
+ "left_pr_number": 45077,
1463
+ "right_pr_number": 45955,
1464
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1465
+ "content_similarity": 0.528,
1466
+ "size_similarity": 0.468,
1467
+ "breadth_similarity": 0.789,
1468
  "concentration_similarity": 1.0,
1469
  "shared_filenames": [
1470
+ ".github/workflows/anti-slop.yml",
1471
+ ".github/workflows/build-ci-docker-images.yml",
1472
+ ".github/workflows/build-docker-images.yml",
1473
+ ".github/workflows/build-nightly-ci-docker-images.yml",
1474
+ ".github/workflows/build-past-ci-docker-images.yml",
1475
+ ".github/workflows/check_tiny_models.yml",
1476
+ ".github/workflows/model_jobs.yml",
1477
+ ".github/workflows/pr_build_doc_with_comment.yml",
1478
+ ".github/workflows/release-conda.yml",
1479
+ ".github/workflows/release.yml"
1480
  ],
1481
  "shared_directories": [
1482
+ ".github/workflows",
1483
+ ".github"
 
1484
  ]
1485
  },
1486
  {
1487
+ "left_pr_number": 42976,
1488
+ "right_pr_number": 45077,
1489
+ "similarity": 0.487,
1490
+ "content_similarity": 0.514,
1491
+ "size_similarity": 0.074,
1492
+ "breadth_similarity": 0.659,
1493
+ "concentration_similarity": 1.0,
1494
  "shared_filenames": [
1495
+ ".github/workflows/build-ci-docker-images.yml",
1496
+ ".github/workflows/build-docker-images.yml",
1497
+ ".github/workflows/build-nightly-ci-docker-images.yml",
1498
+ ".github/workflows/build-past-ci-docker-images.yml",
1499
+ ".github/workflows/release-conda.yml"
1500
  ],
1501
  "shared_directories": [
1502
+ ".github/workflows",
1503
+ ".github"
 
1504
  ]
1505
  },
1506
  {
1507
+ "left_pr_number": 42975,
1508
+ "right_pr_number": 42976,
1509
+ "similarity": 0.413,
1510
+ "content_similarity": 0.41,
1511
+ "size_similarity": 0.101,
1512
+ "breadth_similarity": 0.606,
1513
+ "concentration_similarity": 1.0,
1514
  "shared_filenames": [
1515
+ ".github/workflows/build-ci-docker-images.yml",
1516
+ ".github/workflows/build-docker-images.yml",
1517
+ ".github/workflows/build-nightly-ci-docker-images.yml",
1518
+ ".github/workflows/build-past-ci-docker-images.yml",
1519
+ ".github/workflows/check_failed_tests.yml",
1520
+ ".github/workflows/new_model_pr_merged_notification.yml",
1521
+ ".github/workflows/release-conda.yml"
1522
  ],
1523
  "shared_directories": [
1524
+ ".github/workflows",
1525
+ ".github"
 
1526
  ]
1527
  }
1528
  ]
1529
  },
1530
  {
1531
+ "cluster_id": "pr-scope-43656-4",
1532
  "pr_numbers": [
1533
+ 43656,
1534
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1535
+ 43842,
1536
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1537
  ],
1538
+ "representative_pr_number": 43836,
1539
+ "average_similarity": 0.561,
1540
+ "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
1541
  "shared_filenames": [
1542
+ "src/transformers/cli/serve.py"
 
 
1543
  ],
1544
  "shared_directories": [
1545
+ "src/transformers/cli",
1546
  "src/transformers",
1547
+ "src"
 
 
1548
  ],
1549
  "pairwise": [
1550
  {
1551
+ "left_pr_number": 43656,
1552
+ "right_pr_number": 43836,
1553
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1554
+ "content_similarity": 0.743,
1555
+ "size_similarity": 0.121,
1556
+ "breadth_similarity": 1.0,
1557
+ "concentration_similarity": 1.0,
1558
  "shared_filenames": [
1559
+ "src/transformers/cli/serve.py"
 
1560
  ],
1561
  "shared_directories": [
1562
+ "src/transformers/cli",
1563
  "src/transformers",
1564
+ "src"
 
 
1565
  ]
1566
  },
1567
  {
1568
+ "left_pr_number": 43836,
1569
+ "right_pr_number": 43842,
1570
+ "similarity": 0.613,
1571
+ "content_similarity": 0.656,
1572
+ "size_similarity": 0.027,
1573
  "breadth_similarity": 1.0,
1574
+ "concentration_similarity": 1.0,
1575
  "shared_filenames": [
1576
+ "src/transformers/cli/serve.py"
 
1577
  ],
1578
  "shared_directories": [
1579
+ "src/transformers/cli",
1580
  "src/transformers",
1581
+ "src"
 
 
1582
  ]
1583
  },
1584
  {
1585
+ "left_pr_number": 43836,
1586
+ "right_pr_number": 44682,
1587
+ "similarity": 0.61,
1588
+ "content_similarity": 0.658,
1589
+ "size_similarity": 0.398,
1590
+ "breadth_similarity": 0.5,
1591
+ "concentration_similarity": 0.802,
1592
  "shared_filenames": [
1593
+ "src/transformers/cli/serve.py"
 
 
1594
  ],
1595
  "shared_directories": [
1596
+ "src/transformers/cli",
1597
  "src/transformers",
1598
+ "src"
 
 
1599
  ]
1600
  },
1601
  {
1602
+ "left_pr_number": 43656,
1603
+ "right_pr_number": 43842,
1604
+ "similarity": 0.592,
1605
+ "content_similarity": 0.584,
1606
+ "size_similarity": 0.222,
1607
+ "breadth_similarity": 1.0,
1608
+ "concentration_similarity": 1.0,
1609
  "shared_filenames": [
1610
+ "src/transformers/cli/serve.py"
 
1611
  ],
1612
  "shared_directories": [
1613
+ "src/transformers/cli",
1614
  "src/transformers",
1615
+ "src"
 
 
1616
  ]
1617
  },
1618
  {
1619
+ "left_pr_number": 43656,
1620
+ "right_pr_number": 44682,
1621
+ "similarity": 0.447,
1622
+ "content_similarity": 0.499,
1623
+ "size_similarity": 0.048,
1624
+ "breadth_similarity": 0.5,
1625
+ "concentration_similarity": 0.802,
1626
  "shared_filenames": [
1627
+ "src/transformers/cli/serve.py"
 
1628
  ],
1629
  "shared_directories": [
1630
+ "src/transformers/cli",
1631
  "src/transformers",
1632
+ "src"
 
 
1633
  ]
1634
  },
1635
  {
1636
+ "left_pr_number": 43842,
1637
+ "right_pr_number": 44682,
1638
+ "similarity": 0.417,
1639
+ "content_similarity": 0.464,
1640
+ "size_similarity": 0.011,
1641
+ "breadth_similarity": 0.5,
1642
+ "concentration_similarity": 0.802,
1643
  "shared_filenames": [
1644
+ "src/transformers/cli/serve.py"
 
1645
  ],
1646
  "shared_directories": [
1647
+ "src/transformers/cli",
1648
  "src/transformers",
1649
+ "src"
 
 
1650
  ]
1651
  }
1652
  ]
 
1698
  {
1699
  "left_pr_number": 45421,
1700
  "right_pr_number": 45635,
1701
+ "similarity": 0.469,
1702
  "content_similarity": 0.384,
1703
  "size_similarity": 0.803,
1704
  "breadth_similarity": 0.5,
 
1812
  "left_pr_number": 33686,
1813
  "right_pr_number": 44550,
1814
  "similarity": 0.391,
1815
+ "content_similarity": 0.13,
1816
  "size_similarity": 1.0,
1817
  "breadth_similarity": 1.0,
1818
  "concentration_similarity": 1.0,
 
1827
  {
1828
  "left_pr_number": 44407,
1829
  "right_pr_number": 44550,
1830
+ "similarity": 0.362,
1831
  "content_similarity": 0.097,
1832
  "size_similarity": 0.957,
1833
  "breadth_similarity": 1.0,
 
1842
  {
1843
  "left_pr_number": 44550,
1844
  "right_pr_number": 45899,
1845
+ "similarity": 0.362,
1846
+ "content_similarity": 0.098,
1847
  "size_similarity": 0.955,
1848
  "breadth_similarity": 1.0,
1849
  "concentration_similarity": 1.0,
 
1873
  "left_pr_number": 33686,
1874
  "right_pr_number": 45899,
1875
  "similarity": 0.351,
1876
+ "content_similarity": 0.083,
1877
  "size_similarity": 0.955,
1878
  "breadth_similarity": 1.0,
1879
  "concentration_similarity": 1.0,
 
2065
  45422
2066
  ],
2067
  "representative_pr_number": 41606,
2068
+ "average_similarity": 0.559,
2069
  "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
2070
  "shared_filenames": [
2071
  "tests/test_processing_common.py",
 
2322
  ]
2323
  },
2324
  {
2325
+ "cluster_id": "pr-scope-41441-3",
2326
  "pr_numbers": [
2327
+ 41441,
2328
+ 43469,
2329
+ 45952
2330
  ],
2331
+ "representative_pr_number": 41441,
2332
+ "average_similarity": 0.531,
2333
+ "summary": "3 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
2334
  "shared_filenames": [
2335
+ "src/transformers/hf_argparser.py"
 
2336
  ],
2337
  "shared_directories": [
 
2338
  "src/transformers",
2339
+ "src"
 
 
2340
  ],
2341
  "pairwise": [
2342
  {
2343
+ "left_pr_number": 41441,
2344
+ "right_pr_number": 43469,
2345
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2346
+ "content_similarity": 0.751,
2347
+ "size_similarity": 0.35,
2348
+ "breadth_similarity": 0.5,
2349
+ "concentration_similarity": 0.75,
2350
  "shared_filenames": [
2351
+ "src/transformers/hf_argparser.py"
2352
  ],
2353
  "shared_directories": [
 
 
2354
  "src/transformers",
2355
  "src"
2356
  ]
2357
  },
2358
  {
2359
+ "left_pr_number": 41441,
2360
+ "right_pr_number": 45952,
2361
+ "similarity": 0.583,
2362
+ "content_similarity": 0.434,
2363
+ "size_similarity": 0.857,
2364
+ "breadth_similarity": 1.0,
2365
+ "concentration_similarity": 1.0,
2366
  "shared_filenames": [
2367
+ "src/transformers/hf_argparser.py"
2368
  ],
2369
  "shared_directories": [
 
 
2370
  "src/transformers",
2371
  "src"
2372
  ]
2373
  },
2374
  {
2375
+ "left_pr_number": 43469,
2376
+ "right_pr_number": 45952,
2377
+ "similarity": 0.343,
2378
+ "content_similarity": 0.301,
2379
+ "size_similarity": 0.3,
2380
+ "breadth_similarity": 0.5,
2381
+ "concentration_similarity": 0.75,
2382
+ "shared_filenames": [
2383
+ "src/transformers/hf_argparser.py"
2384
+ ],
2385
  "shared_directories": [
 
2386
  "src/transformers",
2387
  "src"
2388
  ]
 
2390
  ]
2391
  },
2392
  {
2393
+ "cluster_id": "pr-scope-43997-3",
2394
  "pr_numbers": [
2395
+ 43997,
2396
+ 44007,
2397
+ 44019
2398
  ],
2399
+ "representative_pr_number": 44007,
2400
+ "average_similarity": 0.529,
2401
+ "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.",
2402
  "shared_filenames": [
2403
+ "src/transformers/models/regnet/modeling_regnet.py",
2404
+ "src/transformers/models/resnet/modeling_resnet.py"
 
 
 
 
 
 
2405
  ],
2406
  "shared_directories": [
2407
+ "src/transformers/models",
2408
+ "src/transformers",
2409
+ "src",
2410
+ "src/transformers/models/regnet",
2411
+ "src/transformers/models/resnet"
2412
  ],
2413
  "pairwise": [
2414
  {
2415
+ "left_pr_number": 44007,
2416
+ "right_pr_number": 44019,
2417
+ "similarity": 0.698,
2418
+ "content_similarity": 0.709,
2419
+ "size_similarity": 0.94,
2420
+ "breadth_similarity": 0.333,
2421
+ "concentration_similarity": 0.548,
2422
+ "shared_filenames": [
2423
+ "src/transformers/models/resnet/modeling_resnet.py"
 
 
 
 
 
 
 
 
 
2424
  ],
2425
  "shared_directories": [
2426
+ "src/transformers/models/resnet",
2427
+ "src/transformers/models",
2428
+ "src/transformers",
2429
+ "src"
2430
  ]
2431
  },
2432
  {
2433
+ "left_pr_number": 43997,
2434
+ "right_pr_number": 44007,
2435
+ "similarity": 0.615,
2436
+ "content_similarity": 0.647,
2437
+ "size_similarity": 0.679,
2438
+ "breadth_similarity": 0.333,
2439
+ "concentration_similarity": 0.548,
2440
  "shared_filenames": [
2441
+ "src/transformers/models/regnet/modeling_regnet.py"
 
 
 
 
2442
  ],
2443
  "shared_directories": [
2444
+ "src/transformers/models/regnet",
2445
+ "src/transformers/models",
2446
+ "src/transformers",
2447
+ "src"
2448
  ]
2449
  },
2450
  {
2451
+ "left_pr_number": 43997,
2452
+ "right_pr_number": 44019,
2453
+ "similarity": 0.275,
2454
+ "content_similarity": 0.024,
2455
+ "size_similarity": 0.722,
2456
+ "breadth_similarity": 1.0,
2457
  "concentration_similarity": 1.0,
2458
+ "shared_filenames": [],
 
 
 
 
 
 
 
 
2459
  "shared_directories": [
2460
+ "src/transformers/models",
2461
+ "src/transformers",
2462
+ "src"
2463
  ]
2464
  }
2465
  ]
 
2487
  "left_pr_number": 34667,
2488
  "right_pr_number": 39683,
2489
  "similarity": 0.53,
2490
+ "content_similarity": 0.441,
2491
  "size_similarity": 0.478,
2492
  "breadth_similarity": 1.0,
2493
  "concentration_similarity": 1.0,
 
2504
  "left_pr_number": 34667,
2505
  "right_pr_number": 44872,
2506
  "similarity": 0.44,
2507
+ "content_similarity": 0.356,
2508
  "size_similarity": 0.273,
2509
  "breadth_similarity": 1.0,
2510
  "concentration_similarity": 1.0,
 
2521
  "left_pr_number": 39683,
2522
  "right_pr_number": 44872,
2523
  "similarity": 0.425,
2524
+ "content_similarity": 0.365,
2525
  "size_similarity": 0.13,
2526
  "breadth_similarity": 1.0,
2527
  "concentration_similarity": 1.0,
 
2558
  "left_pr_number": 41097,
2559
  "right_pr_number": 43549,
2560
  "similarity": 0.548,
2561
+ "content_similarity": 0.44,
2562
  "size_similarity": 0.6,
2563
  "breadth_similarity": 1.0,
2564
  "concentration_similarity": 1.0,
 
2573
  {
2574
  "left_pr_number": 43549,
2575
  "right_pr_number": 44547,
2576
+ "similarity": 0.437,
2577
  "content_similarity": 0.352,
2578
  "size_similarity": 0.267,
2579
  "breadth_similarity": 1.0,
 
2604
  }
2605
  ]
2606
  },
2607
+ {
2608
+ "cluster_id": "pr-scope-41356-3",
2609
+ "pr_numbers": [
2610
+ 41356,
2611
+ 44339,
2612
+ 45843
2613
+ ],
2614
+ "representative_pr_number": 44339,
2615
+ "average_similarity": 0.438,
2616
+ "summary": "3 open PRs share weighted file overlap around `src/transformers/models/deimv2/modeling_deimv2.py`, `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`; representative PR #44339.",
2617
+ "shared_filenames": [
2618
+ "src/transformers/models/deimv2/modeling_deimv2.py",
2619
+ "docs/source/en/model_doc/deimv2.md",
2620
+ "src/transformers/models/deimv2/__init__.py",
2621
+ "src/transformers/models/deimv2/configuration_deimv2.py",
2622
+ "src/transformers/models/deimv2/modular_deimv2.py",
2623
+ "tests/models/deimv2/__init__.py",
2624
+ "tests/models/deimv2/test_modeling_deimv2.py"
2625
+ ],
2626
+ "shared_directories": [
2627
+ "src/transformers/models/deimv2",
2628
+ "src/transformers/models",
2629
+ "src/transformers",
2630
+ "src",
2631
+ "docs/source/en/model_doc",
2632
+ "tests/models/deimv2",
2633
+ "docs/source/en",
2634
+ "docs/source"
2635
+ ],
2636
+ "pairwise": [
2637
+ {
2638
+ "left_pr_number": 44339,
2639
+ "right_pr_number": 45843,
2640
+ "similarity": 0.453,
2641
+ "content_similarity": 0.569,
2642
+ "size_similarity": 0.066,
2643
+ "breadth_similarity": 0.111,
2644
+ "concentration_similarity": 0.667,
2645
+ "shared_filenames": [
2646
+ "src/transformers/models/deimv2/modeling_deimv2.py",
2647
+ "src/transformers/models/deimv2/modular_deimv2.py"
2648
+ ],
2649
+ "shared_directories": [
2650
+ "src/transformers/models/deimv2",
2651
+ "src/transformers/models",
2652
+ "src/transformers",
2653
+ "src"
2654
+ ]
2655
+ },
2656
+ {
2657
+ "left_pr_number": 41356,
2658
+ "right_pr_number": 44339,
2659
+ "similarity": 0.434,
2660
+ "content_similarity": 0.469,
2661
+ "size_similarity": 0.081,
2662
+ "breadth_similarity": 0.444,
2663
+ "concentration_similarity": 0.974,
2664
+ "shared_filenames": [
2665
+ "docs/source/en/model_doc/deimv2.md",
2666
+ "src/transformers/models/deimv2/__init__.py",
2667
+ "src/transformers/models/deimv2/configuration_deimv2.py",
2668
+ "src/transformers/models/deimv2/modeling_deimv2.py",
2669
+ "tests/models/deimv2/__init__.py",
2670
+ "tests/models/deimv2/test_modeling_deimv2.py"
2671
+ ],
2672
+ "shared_directories": [
2673
+ "docs/source/en/model_doc",
2674
+ "src/transformers/models/deimv2",
2675
+ "docs/source/en",
2676
+ "src/transformers/models",
2677
+ "tests/models/deimv2",
2678
+ "docs/source",
2679
+ "src/transformers",
2680
+ "tests/models",
2681
+ "docs",
2682
+ "src"
2683
+ ]
2684
+ },
2685
+ {
2686
+ "left_pr_number": 41356,
2687
+ "right_pr_number": 45843,
2688
+ "similarity": 0.428,
2689
+ "content_similarity": 0.353,
2690
+ "size_similarity": 0.813,
2691
+ "breadth_similarity": 0.267,
2692
+ "concentration_similarity": 0.641,
2693
+ "shared_filenames": [
2694
+ "src/transformers/models/deimv2/modeling_deimv2.py"
2695
+ ],
2696
+ "shared_directories": [
2697
+ "src/transformers/models/deimv2",
2698
+ "src/transformers/models",
2699
+ "src/transformers",
2700
+ "src"
2701
+ ]
2702
+ }
2703
+ ]
2704
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