evalstate HF Staff commited on
Commit
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1 Parent(s): a378911

Refresh transformers dataset snapshot 20260611T060033Z

Browse files
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  - eval set creation
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  Notes:
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  - raw data only; no labels or moderation decisions
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  # New Contributor Report: huggingface/transformers
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  | `agesf` | [profile](https://github.com/agesf) | no | CONTRIBUTOR | 1259d | `2026-06-01T12:58:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
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  | `Ahwar` | [profile](https://github.com/Ahwar) | no | FIRST_TIME_CONTRIBUTOR | 3615d | `2026-06-05T15:26:06Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
202
  | `AjAyrAo43` | [profile](https://github.com/AjAyrAo43) | no | FIRST_TIME_CONTRIBUTOR | 303d | `2026-05-10T17:28:09Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
203
- | `akoumpa` | [profile](https://github.com/akoumpa) | yes | FIRST_TIME_CONTRIBUTOR | 917d | `2026-06-10T19:31:49Z` | 1 | 0 | mixed | low | low | high recent PR volume |
204
  | `Aktharnvdv` | [profile](https://github.com/Aktharnvdv) | no | NONE | 1965d | `2026-05-05T15:06:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
205
  | `AlexWortega` | [profile](https://github.com/AlexWortega) | no | NONE | 3256d | `2026-05-28T12:43:05Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
206
  | `aliyevaladddin` | [profile](https://github.com/aliyevaladddin) | no | FIRST_TIME_CONTRIBUTOR | 334d | `2026-04-23T20:22:49Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
@@ -343,6 +343,7 @@
343
  | `vai-minzhou` | [profile](https://github.com/vai-minzhou) | no | CONTRIBUTOR | 723d | `2026-04-23T01:47:23Z` | 1 | 0 | mixed | low | low | high open PR share |
344
  | `Vanshajrawat` | [profile](https://github.com/Vanshajrawat) | no | NONE | 1600d | `2026-05-30T19:38:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
345
  | `W-Akrabi` | [profile](https://github.com/W-Akrabi) | no | NONE | 1346d | `2026-06-07T22:07:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
346
  | `xodn348` | [profile](https://github.com/xodn348) | no | NONE | 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 |
347
  | `Yanis01682` | [profile](https://github.com/Yanis01682) | no | NONE | 606d | `2026-04-14T01:47:54Z` | 1 | 0 | strong | low | low | — |
348
  | `Yeuvoir` | [profile](https://github.com/Yeuvoir) | no | NONE | 639d | `2026-05-13T05:45:38Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
@@ -353,7 +354,6 @@
353
  | `yuvrajsharma9981` | [profile](https://github.com/yuvrajsharma9981) | no | FIRST_TIME_CONTRIBUTOR | 3814d | `2026-05-21T22:27:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
354
  | `ZappD0S` | [profile](https://github.com/ZappD0S) | no | FIRST_TIMER | 4066d | `2026-05-19T19:36:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
355
  | `zeoses` | [profile](https://github.com/zeoses) | no | CONTRIBUTOR | 3843d | `2026-04-27T20:58:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
356
- | `zFlux` | [profile](https://github.com/zFlux) | no | FIRST_TIME_CONTRIBUTOR | 4241d | `2026-04-12T03:38:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
357
 
358
  ## Contributors
359
 
@@ -647,7 +647,7 @@ Example artifacts:
647
  Example artifacts:
648
  - [PR #46533: [CB] [Minor] Add parameter to tune default compile level](https://github.com/huggingface/transformers/pull/46533) — open
649
  - [PR #46532: (Draft) [CB] Change padding from interval to pow2](https://github.com/huggingface/transformers/pull/46532) — open
650
- - [PR #46490: [CB] [Minor] Add data-parallel to overall script](https://github.com/huggingface/transformers/pull/46490) — open
651
  - [Issue #46516: [Continuous batching] Tracker for issues and feature requests](https://github.com/huggingface/transformers/issues/46516) — open
652
 
653
  ### `harshaljanjani`
@@ -728,12 +728,12 @@ Example artifacts:
728
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
729
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
730
  - repo first seen: `2024-03-21T04:37:45Z`
731
- - repo last seen: `2026-06-10T01:29:35Z`
732
  - first seen in snapshot: **no**
733
  - repo association: **CONTRIBUTOR**
734
  - repo primary artifacts: **29**
735
  - snapshot authored PRs/issues: **25 PRs / 4 issues**
736
- - snapshot discussion activity: **54 comments / 45 reviews / 45 review comments**
737
  - account age: **1396 days**
738
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
739
  - public orgs: none visible
@@ -2878,7 +2878,7 @@ Example artifacts:
2878
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amulkymalikuldhrs)
2879
  - repo first seen: `2026-06-10T22:54:43Z`
2880
  - repo last seen: `2026-06-10T22:56:50Z`
2881
- - first seen in snapshot: **yes**
2882
  - repo association: **FIRST_TIME_CONTRIBUTOR**
2883
  - repo primary artifacts: **2**
2884
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
@@ -4732,7 +4732,7 @@ Example artifacts:
4732
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aakoumpa)
4733
  - repo first seen: `2026-06-10T19:31:49Z`
4734
  - repo last seen: `2026-06-10T19:31:49Z`
4735
- - first seen in snapshot: **yes**
4736
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4737
  - repo primary artifacts: **1**
4738
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7728,6 +7728,27 @@ Example artifacts:
7728
  Example artifacts:
7729
  - [PR #46480: Fix remote cache position and serving imports](https://github.com/huggingface/transformers/pull/46480) — closed, draft
7730
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7731
  ### `xodn348`
7732
 
7733
  - profile: [github.com/xodn348](https://github.com/xodn348)
@@ -7937,24 +7958,3 @@ Example artifacts:
7937
 
7938
  Example artifacts:
7939
  - [PR #45664: Doc translate to Persian(farsi) ](https://github.com/huggingface/transformers/pull/45664) — closed, merged
7940
-
7941
- ### `zFlux`
7942
-
7943
- - profile: [github.com/zFlux](https://github.com/zFlux)
7944
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AzFlux)
7945
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AzFlux)
7946
- - repo first seen: `2026-04-12T03:38:01Z`
7947
- - repo last seen: `2026-04-12T03:38:01Z`
7948
- - first seen in snapshot: **no**
7949
- - repo association: **FIRST_TIME_CONTRIBUTOR**
7950
- - repo primary artifacts: **1**
7951
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
7952
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7953
- - account age: **4241 days**
7954
- - recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
7955
- - public orgs: none visible
7956
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
7957
- - heuristic read: **high open PR share; targets high-star repos**
7958
-
7959
- Example artifacts:
7960
- - [PR #45382: Add AudioGen (AudioCraft) to MusicGen conversion scripts](https://github.com/huggingface/transformers/pull/45382) — open, draft
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260611T060033Z`
4
+ - Generated: `2026-06-11T06:01:12Z`
5
  - Activity window: `60d`
6
  - Contributors: `345`
7
 
 
117
  | `Mamiglia` | [profile](https://github.com/Mamiglia) | no | CONTRIBUTOR | 3093d | `2026-05-08T16:06:43Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
118
  | `meatybobby` | [profile](https://github.com/meatybobby) | no | NONE | 4220d | `2026-06-04T18:30:50Z` | 2 | 0 | weak | low | low | high open PR share |
119
  | `moonbogi` | [profile](https://github.com/moonbogi) | no | CONTRIBUTOR | 3943d | `2026-04-27T22:45:13Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
120
+ | `mulkymalikuldhrs` | [profile](https://github.com/mulkymalikuldhrs) | no | FIRST_TIME_CONTRIBUTOR | 416d | `2026-06-10T22:54:43Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
121
  | `nileshpatil6` | [profile](https://github.com/nileshpatil6) | no | CONTRIBUTOR | 1148d | `2026-05-16T14:53:41Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
122
  | `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 2 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
123
  | `poojansatani` | [profile](https://github.com/poojansatani) | no | FIRST_TIME_CONTRIBUTOR | 1048d | `2026-05-16T15:35:41Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
200
  | `agesf` | [profile](https://github.com/agesf) | no | CONTRIBUTOR | 1259d | `2026-06-01T12:58:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
201
  | `Ahwar` | [profile](https://github.com/Ahwar) | no | FIRST_TIME_CONTRIBUTOR | 3615d | `2026-06-05T15:26:06Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
202
  | `AjAyrAo43` | [profile](https://github.com/AjAyrAo43) | no | FIRST_TIME_CONTRIBUTOR | 303d | `2026-05-10T17:28:09Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
203
+ | `akoumpa` | [profile](https://github.com/akoumpa) | no | FIRST_TIME_CONTRIBUTOR | 917d | `2026-06-10T19:31:49Z` | 1 | 0 | mixed | low | low | high recent PR volume |
204
  | `Aktharnvdv` | [profile](https://github.com/Aktharnvdv) | no | NONE | 1965d | `2026-05-05T15:06:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
205
  | `AlexWortega` | [profile](https://github.com/AlexWortega) | no | NONE | 3256d | `2026-05-28T12:43:05Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
206
  | `aliyevaladddin` | [profile](https://github.com/aliyevaladddin) | no | FIRST_TIME_CONTRIBUTOR | 334d | `2026-04-23T20:22:49Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 
343
  | `vai-minzhou` | [profile](https://github.com/vai-minzhou) | no | CONTRIBUTOR | 723d | `2026-04-23T01:47:23Z` | 1 | 0 | mixed | low | low | high open PR share |
344
  | `Vanshajrawat` | [profile](https://github.com/Vanshajrawat) | no | NONE | 1600d | `2026-05-30T19:38:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
345
  | `W-Akrabi` | [profile](https://github.com/W-Akrabi) | no | NONE | 1346d | `2026-06-07T22:07:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
346
+ | `wangyi7099` | [profile](https://github.com/wangyi7099) | yes | FIRST_TIME_CONTRIBUTOR | 3473d | `2026-06-11T00:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
347
  | `xodn348` | [profile](https://github.com/xodn348) | no | NONE | 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 |
348
  | `Yanis01682` | [profile](https://github.com/Yanis01682) | no | NONE | 606d | `2026-04-14T01:47:54Z` | 1 | 0 | strong | low | low | — |
349
  | `Yeuvoir` | [profile](https://github.com/Yeuvoir) | no | NONE | 639d | `2026-05-13T05:45:38Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 
354
  | `yuvrajsharma9981` | [profile](https://github.com/yuvrajsharma9981) | no | FIRST_TIME_CONTRIBUTOR | 3814d | `2026-05-21T22:27:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
355
  | `ZappD0S` | [profile](https://github.com/ZappD0S) | no | FIRST_TIMER | 4066d | `2026-05-19T19:36:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
356
  | `zeoses` | [profile](https://github.com/zeoses) | no | CONTRIBUTOR | 3843d | `2026-04-27T20:58:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
357
 
358
  ## Contributors
359
 
 
647
  Example artifacts:
648
  - [PR #46533: [CB] [Minor] Add parameter to tune default compile level](https://github.com/huggingface/transformers/pull/46533) — open
649
  - [PR #46532: (Draft) [CB] Change padding from interval to pow2](https://github.com/huggingface/transformers/pull/46532) — open
650
+ - [PR #46490: [CB] [Minor] Add data-parallel to overall script](https://github.com/huggingface/transformers/pull/46490) — closed, merged
651
  - [Issue #46516: [Continuous batching] Tracker for issues and feature requests](https://github.com/huggingface/transformers/issues/46516) — open
652
 
653
  ### `harshaljanjani`
 
728
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
729
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
730
  - repo first seen: `2024-03-21T04:37:45Z`
731
+ - repo last seen: `2026-06-11T02:57:30Z`
732
  - first seen in snapshot: **no**
733
  - repo association: **CONTRIBUTOR**
734
  - repo primary artifacts: **29**
735
  - snapshot authored PRs/issues: **25 PRs / 4 issues**
736
+ - snapshot discussion activity: **56 comments / 45 reviews / 45 review comments**
737
  - account age: **1396 days**
738
  - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
739
  - public orgs: none visible
 
2878
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amulkymalikuldhrs)
2879
  - repo first seen: `2026-06-10T22:54:43Z`
2880
  - repo last seen: `2026-06-10T22:56:50Z`
2881
+ - first seen in snapshot: **no**
2882
  - repo association: **FIRST_TIME_CONTRIBUTOR**
2883
  - repo primary artifacts: **2**
2884
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
 
4732
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aakoumpa)
4733
  - repo first seen: `2026-06-10T19:31:49Z`
4734
  - repo last seen: `2026-06-10T19:31:49Z`
4735
+ - first seen in snapshot: **no**
4736
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4737
  - repo primary artifacts: **1**
4738
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
7728
  Example artifacts:
7729
  - [PR #46480: Fix remote cache position and serving imports](https://github.com/huggingface/transformers/pull/46480) — closed, draft
7730
 
7731
+ ### `wangyi7099`
7732
+
7733
+ - profile: [github.com/wangyi7099](https://github.com/wangyi7099)
7734
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Awangyi7099)
7735
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Awangyi7099)
7736
+ - repo first seen: `2026-06-11T00:57:04Z`
7737
+ - repo last seen: `2026-06-11T00:57:04Z`
7738
+ - first seen in snapshot: **yes**
7739
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
7740
+ - repo primary artifacts: **1**
7741
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
7742
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7743
+ - account age: **3473 days**
7744
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
7745
+ - public orgs: `YvesCoding`
7746
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
7747
+ - heuristic read: **high open PR share; targets high-star repos**
7748
+
7749
+ Example artifacts:
7750
+ - [PR #46550: Remove position_ids documentation from function](https://github.com/huggingface/transformers/pull/46550) — open
7751
+
7752
  ### `xodn348`
7753
 
7754
  - profile: [github.com/xodn348](https://github.com/xodn348)
 
7958
 
7959
  Example artifacts:
7960
  - [PR #45664: Doc translate to Persian(farsi) ](https://github.com/huggingface/transformers/pull/45664) — closed, merged
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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1830
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@@ -1838,8 +1838,8 @@
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  "concentration_similarity": 1.0,
@@ -1923,8 +1923,8 @@
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  "right_pr_number": 44872,
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  "concentration_similarity": 1.0,
@@ -2723,6 +2723,138 @@
2723
  }
2724
  ]
2725
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2726
  {
2727
  "cluster_id": "pr-scope-43997-3",
2728
  "pr_numbers": [
@@ -2892,102 +3024,6 @@
2892
  }
2893
  ]
2894
  },
2895
- {
2896
- "cluster_id": "pr-scope-46490-3",
2897
- "pr_numbers": [
2898
- 46490,
2899
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2900
- 46533
2901
- ],
2902
- "representative_pr_number": 46532,
2903
- "average_similarity": 0.507,
2904
- "summary": "3 open PRs share weighted file overlap around `benchmark_v2/benchmark_scripts/continuous_batching_overall.py`, `src/transformers/generation/configuration_utils.py`, `src/transformers/generation/continuous_batching/initialization.py`; representative PR #46532.",
2905
- "shared_filenames": [
2906
- "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
2907
- "src/transformers/generation/configuration_utils.py",
2908
- "src/transformers/generation/continuous_batching/initialization.py",
2909
- "tests/generation/test_continuous_batching.py"
2910
- ],
2911
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2912
- "src/transformers/generation/continuous_batching",
2913
- "src/transformers/generation",
2914
- "benchmark_v2/benchmark_scripts",
2915
- "src/transformers",
2916
- "benchmark_v2",
2917
- "src",
2918
- "tests/generation",
2919
- "tests"
2920
- ],
2921
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- {
2923
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2924
- "right_pr_number": 46532,
2925
- "similarity": 0.71,
2926
- "content_similarity": 0.803,
2927
- "size_similarity": 0.488,
2928
- "breadth_similarity": 0.436,
2929
- "concentration_similarity": 0.622,
2930
- "shared_filenames": [
2931
- "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
2932
- "src/transformers/generation/configuration_utils.py"
2933
- ],
2934
- "shared_directories": [
2935
- "src/transformers/generation/continuous_batching",
2936
- "src/transformers/generation",
2937
- "benchmark_v2/benchmark_scripts",
2938
- "src/transformers",
2939
- "benchmark_v2",
2940
- "src"
2941
- ]
2942
- },
2943
- {
2944
- "left_pr_number": 46532,
2945
- "right_pr_number": 46533,
2946
- "similarity": 0.454,
2947
- "content_similarity": 0.425,
2948
- "size_similarity": 0.274,
2949
- "breadth_similarity": 0.727,
2950
- "concentration_similarity": 0.854,
2951
- "shared_filenames": [
2952
- "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
2953
- "src/transformers/generation/configuration_utils.py",
2954
- "src/transformers/generation/continuous_batching/initialization.py",
2955
- "tests/generation/test_continuous_batching.py"
2956
- ],
2957
- "shared_directories": [
2958
- "src/transformers/generation/continuous_batching",
2959
- "src/transformers/generation",
2960
- "benchmark_v2/benchmark_scripts",
2961
- "src/transformers",
2962
- "tests/generation",
2963
- "benchmark_v2",
2964
- "src",
2965
- "tests"
2966
- ]
2967
- },
2968
- {
2969
- "left_pr_number": 46490,
2970
- "right_pr_number": 46533,
2971
- "similarity": 0.358,
2972
- "content_similarity": 0.271,
2973
- "size_similarity": 0.562,
2974
- "breadth_similarity": 0.6,
2975
- "concentration_similarity": 0.476,
2976
- "shared_filenames": [
2977
- "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
2978
- "src/transformers/generation/configuration_utils.py"
2979
- ],
2980
- "shared_directories": [
2981
- "src/transformers/generation/continuous_batching",
2982
- "src/transformers/generation",
2983
- "benchmark_v2/benchmark_scripts",
2984
- "src/transformers",
2985
- "benchmark_v2",
2986
- "src"
2987
- ]
2988
- }
2989
- ]
2990
- },
2991
  {
2992
  "cluster_id": "pr-scope-46124-3",
2993
  "pr_numbers": [
@@ -3033,7 +3069,7 @@
3033
  {
3034
  "left_pr_number": 46124,
3035
  "right_pr_number": 46436,
3036
- "similarity": 0.452,
3037
  "content_similarity": 0.231,
3038
  "size_similarity": 0.966,
3039
  "breadth_similarity": 1.0,
@@ -3589,114 +3625,6 @@
3589
  }
3590
  ]
3591
  },
3592
- {
3593
- "cluster_id": "pr-scope-44114-3",
3594
- "pr_numbers": [
3595
- 44114,
3596
- 45720,
3597
- 46196
3598
- ],
3599
- "representative_pr_number": 44114,
3600
- "average_similarity": 0.4,
3601
- "summary": "3 open PRs share weighted file overlap around `src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py`, `src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py`, `src/transformers/models/data2vec/modeling_data2vec_audio.py`; representative PR #44114.",
3602
- "shared_filenames": [
3603
- "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py",
3604
- "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py",
3605
- "src/transformers/models/data2vec/modeling_data2vec_audio.py",
3606
- "src/transformers/models/wavlm/modeling_wavlm.py",
3607
- "src/transformers/models/hubert/modeling_hubert.py",
3608
- "src/transformers/models/sew_d/modeling_sew_d.py",
3609
- "src/transformers/models/unispeech/modeling_unispeech.py",
3610
- "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py"
3611
- ],
3612
- "shared_directories": [
3613
- "src/transformers/models/wav2vec2_conformer",
3614
- "src/transformers/models/wav2vec2_bert",
3615
- "src/transformers/models",
3616
- "src/transformers",
3617
- "src",
3618
- "src/transformers/models/unispeech",
3619
- "src/transformers/models/unispeech_sat",
3620
- "src/transformers/models/wav2vec2"
3621
- ],
3622
- "pairwise": [
3623
- {
3624
- "left_pr_number": 44114,
3625
- "right_pr_number": 45720,
3626
- "similarity": 0.509,
3627
- "content_similarity": 0.434,
3628
- "size_similarity": 0.549,
3629
- "breadth_similarity": 0.727,
3630
- "concentration_similarity": 0.999,
3631
- "shared_filenames": [
3632
- "src/transformers/models/data2vec/modeling_data2vec_audio.py",
3633
- "src/transformers/models/hubert/modeling_hubert.py",
3634
- "src/transformers/models/sew/modeling_sew.py",
3635
- "src/transformers/models/sew_d/modeling_sew_d.py",
3636
- "src/transformers/models/unispeech/modeling_unispeech.py",
3637
- "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py",
3638
- "src/transformers/models/wav2vec2/modeling_wav2vec2.py",
3639
- "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py",
3640
- "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py",
3641
- "src/transformers/models/wavlm/modeling_wavlm.py"
3642
- ],
3643
- "shared_directories": [
3644
- "src/transformers/models/data2vec",
3645
- "src/transformers/models/hubert",
3646
- "src/transformers/models/sew",
3647
- "src/transformers/models/sew_d",
3648
- "src/transformers/models/unispeech",
3649
- "src/transformers/models/unispeech_sat",
3650
- "src/transformers/models/wav2vec2",
3651
- "src/transformers/models/wav2vec2_bert",
3652
- "src/transformers/models/wav2vec2_conformer",
3653
- "src/transformers/models/wavlm"
3654
- ]
3655
- },
3656
- {
3657
- "left_pr_number": 44114,
3658
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3659
- "similarity": 0.45,
3660
- "content_similarity": 0.284,
3661
- "size_similarity": 0.911,
3662
- "breadth_similarity": 0.715,
3663
- "concentration_similarity": 0.848,
3664
- "shared_filenames": [
3665
- "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py",
3666
- "src/transformers/models/wav2vec2_bert/modular_wav2vec2_bert.py",
3667
- "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py",
3668
- "src/transformers/models/wav2vec2_conformer/modular_wav2vec2_conformer.py"
3669
- ],
3670
- "shared_directories": [
3671
- "src/transformers/models/wav2vec2_bert",
3672
- "src/transformers/models/wav2vec2_conformer",
3673
- "src/transformers/models",
3674
- "src/transformers",
3675
- "src"
3676
- ]
3677
- },
3678
- {
3679
- "left_pr_number": 45720,
3680
- "right_pr_number": 46196,
3681
- "similarity": 0.24,
3682
- "content_similarity": 0.101,
3683
- "size_similarity": 0.501,
3684
- "breadth_similarity": 0.523,
3685
- "concentration_similarity": 0.85,
3686
- "shared_filenames": [
3687
- "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py",
3688
- "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py"
3689
- ],
3690
- "shared_directories": [
3691
- "src/transformers/models/wav2vec2_bert",
3692
- "src/transformers/models/wav2vec2_conformer",
3693
- "src/transformers/models",
3694
- "src/transformers",
3695
- "src"
3696
- ]
3697
- }
3698
- ]
3699
- },
3700
  {
3701
  "cluster_id": "pr-scope-42655-3",
3702
  "pr_numbers": [
@@ -3723,8 +3651,8 @@
3723
  {
3724
  "left_pr_number": 42655,
3725
  "right_pr_number": 46446,
3726
- "similarity": 0.416,
3727
- "content_similarity": 0.357,
3728
  "size_similarity": 0.297,
3729
  "breadth_similarity": 0.792,
3730
  "concentration_similarity": 0.857,
@@ -3744,7 +3672,7 @@
3744
  {
3745
  "left_pr_number": 43875,
3746
  "right_pr_number": 46446,
3747
- "similarity": 0.414,
3748
  "content_similarity": 0.417,
3749
  "size_similarity": 0.142,
3750
  "breadth_similarity": 0.533,
@@ -3764,7 +3692,7 @@
3764
  "left_pr_number": 42655,
3765
  "right_pr_number": 43875,
3766
  "similarity": 0.282,
3767
- "content_similarity": 0.269,
3768
  "size_similarity": 0.042,
3769
  "breadth_similarity": 0.417,
3770
  "concentration_similarity": 0.923,
@@ -4708,7 +4636,7 @@
4708
  "left_pr_number": 45932,
4709
  "right_pr_number": 46174,
4710
  "similarity": 0.597,
4711
- "content_similarity": 0.638,
4712
  "size_similarity": 0.248,
4713
  "breadth_similarity": 0.679,
4714
  "concentration_similarity": 0.916,
@@ -4888,7 +4816,7 @@
4888
  45333
4889
  ],
4890
  "representative_pr_number": 45332,
4891
- "average_similarity": 0.546,
4892
  "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.",
4893
  "shared_filenames": [
4894
  "src/transformers/heterogeneity/__init__.py",
@@ -4908,11 +4836,11 @@
4908
  {
4909
  "left_pr_number": 45332,
4910
  "right_pr_number": 45333,
4911
- "similarity": 0.546,
4912
- "content_similarity": 0.583,
4913
- "size_similarity": 0.264,
4914
  "breadth_similarity": 0.542,
4915
- "concentration_similarity": 0.883,
4916
  "shared_filenames": [
4917
  "src/transformers/configuration_utils.py",
4918
  "src/transformers/heterogeneity/__init__.py",
@@ -5203,7 +5131,7 @@
5203
  "left_pr_number": 45110,
5204
  "right_pr_number": 46128,
5205
  "similarity": 0.5,
5206
- "content_similarity": 0.439,
5207
  "size_similarity": 0.443,
5208
  "breadth_similarity": 0.84,
5209
  "concentration_similarity": 0.86,
@@ -5405,6 +5333,59 @@
5405
  }
5406
  ]
5407
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5408
  {
5409
  "cluster_id": "pr-scope-46127-2",
5410
  "pr_numbers": [
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260611T060033Z",
4
+ "generated_at": "2026-06-11T06:01:05Z",
5
  "cluster_count": 71,
6
  "pr_scope_clusters": [
7
  {
 
1824
  45985
1825
  ],
1826
  "representative_pr_number": 45985,
1827
+ "average_similarity": 0.503,
1828
  "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
1829
  "shared_filenames": [
1830
  "src/transformers/generation/utils.py"
 
1838
  {
1839
  "left_pr_number": 34667,
1840
  "right_pr_number": 45985,
1841
+ "similarity": 0.599,
1842
+ "content_similarity": 0.485,
1843
  "size_similarity": 0.733,
1844
  "breadth_similarity": 1.0,
1845
  "concentration_similarity": 1.0,
 
1856
  "left_pr_number": 39683,
1857
  "right_pr_number": 45985,
1858
  "similarity": 0.592,
1859
+ "content_similarity": 0.492,
1860
  "size_similarity": 0.652,
1861
  "breadth_similarity": 1.0,
1862
  "concentration_similarity": 1.0,
 
1872
  {
1873
  "left_pr_number": 34667,
1874
  "right_pr_number": 39683,
1875
+ "similarity": 0.522,
1876
+ "content_similarity": 0.429,
1877
  "size_similarity": 0.478,
1878
  "breadth_similarity": 1.0,
1879
  "concentration_similarity": 1.0,
 
1889
  {
1890
  "left_pr_number": 44872,
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  "right_pr_number": 45985,
1892
+ "similarity": 0.457,
1893
+ "content_similarity": 0.396,
1894
  "size_similarity": 0.2,
1895
  "breadth_similarity": 1.0,
1896
  "concentration_similarity": 1.0,
 
1906
  {
1907
  "left_pr_number": 34667,
1908
  "right_pr_number": 44872,
1909
+ "similarity": 0.432,
1910
+ "content_similarity": 0.345,
1911
  "size_similarity": 0.273,
1912
  "breadth_similarity": 1.0,
1913
  "concentration_similarity": 1.0,
 
1923
  {
1924
  "left_pr_number": 39683,
1925
  "right_pr_number": 44872,
1926
+ "similarity": 0.415,
1927
+ "content_similarity": 0.35,
1928
  "size_similarity": 0.13,
1929
  "breadth_similarity": 1.0,
1930
  "concentration_similarity": 1.0,
 
2723
  }
2724
  ]
2725
  },
2726
+ {
2727
+ "cluster_id": "pr-scope-44114-3",
2728
+ "pr_numbers": [
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+ 44114,
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+ ],
2733
+ "representative_pr_number": 44114,
2734
+ "average_similarity": 0.531,
2735
+ "summary": "3 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/wavlm/modeling_wavlm.py`, `src/transformers/models/hubert/modeling_hubert.py`; representative PR #44114.",
2736
+ "shared_filenames": [
2737
+ "src/transformers/models/data2vec/modeling_data2vec_audio.py",
2738
+ "src/transformers/models/wavlm/modeling_wavlm.py",
2739
+ "src/transformers/models/hubert/modeling_hubert.py",
2740
+ "src/transformers/models/sew_d/modeling_sew_d.py",
2741
+ "src/transformers/models/unispeech/modeling_unispeech.py",
2742
+ "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py",
2743
+ "src/transformers/models/wav2vec2/modeling_wav2vec2.py",
2744
+ "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py"
2745
+ ],
2746
+ "shared_directories": [
2747
+ "src/transformers/models/unispeech",
2748
+ "src/transformers/models/unispeech_sat",
2749
+ "src/transformers/models/wav2vec2",
2750
+ "src/transformers/models/wavlm",
2751
+ "src/transformers/models/data2vec",
2752
+ "src/transformers/models/hubert",
2753
+ "src/transformers/models/sew_d",
2754
+ "src/transformers/models/wav2vec2_conformer"
2755
+ ],
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+ "pairwise": [
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+ {
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+ "size_similarity": 0.471,
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+ "breadth_similarity": 0.734,
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+ "concentration_similarity": 0.995,
2765
+ "shared_filenames": [
2766
+ "src/transformers/models/data2vec/modeling_data2vec_audio.py",
2767
+ "src/transformers/models/hubert/modeling_hubert.py",
2768
+ "src/transformers/models/hubert/modular_hubert.py",
2769
+ "src/transformers/models/sew/modeling_sew.py",
2770
+ "src/transformers/models/sew/modular_sew.py",
2771
+ "src/transformers/models/sew_d/modeling_sew_d.py",
2772
+ "src/transformers/models/unispeech/modeling_unispeech.py",
2773
+ "src/transformers/models/unispeech/modular_unispeech.py",
2774
+ "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py",
2775
+ "src/transformers/models/unispeech_sat/modular_unispeech_sat.py"
2776
+ ],
2777
+ "shared_directories": [
2778
+ "src/transformers/models/data2vec",
2779
+ "src/transformers/models/hubert",
2780
+ "src/transformers/models/sew",
2781
+ "src/transformers/models/sew_d",
2782
+ "src/transformers/models/unispeech",
2783
+ "src/transformers/models/unispeech_sat",
2784
+ "src/transformers/models/wav2vec2",
2785
+ "src/transformers/models/wav2vec2_bert",
2786
+ "src/transformers/models/wav2vec2_conformer",
2787
+ "src/transformers/models/wavlm"
2788
+ ]
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+ },
2790
+ {
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+ "concentration_similarity": 0.999,
2798
+ "shared_filenames": [
2799
+ "src/transformers/models/data2vec/modeling_data2vec_audio.py",
2800
+ "src/transformers/models/hubert/modeling_hubert.py",
2801
+ "src/transformers/models/sew/modeling_sew.py",
2802
+ "src/transformers/models/sew_d/modeling_sew_d.py",
2803
+ "src/transformers/models/unispeech/modeling_unispeech.py",
2804
+ "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py",
2805
+ "src/transformers/models/wav2vec2/modeling_wav2vec2.py",
2806
+ "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py",
2807
+ "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py",
2808
+ "src/transformers/models/wavlm/modeling_wavlm.py"
2809
+ ],
2810
+ "shared_directories": [
2811
+ "src/transformers/models/data2vec",
2812
+ "src/transformers/models/hubert",
2813
+ "src/transformers/models/sew",
2814
+ "src/transformers/models/sew_d",
2815
+ "src/transformers/models/unispeech",
2816
+ "src/transformers/models/unispeech_sat",
2817
+ "src/transformers/models/wav2vec2",
2818
+ "src/transformers/models/wav2vec2_bert",
2819
+ "src/transformers/models/wav2vec2_conformer",
2820
+ "src/transformers/models/wavlm"
2821
+ ]
2822
+ },
2823
+ {
2824
+ "left_pr_number": 45720,
2825
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