evalstate HF Staff commited on
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Refresh transformers dataset snapshot 20260615T060048Z

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7186
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7187
  "name": "Jeremy Perera",
 
15874
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15875
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15876
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15877
  {
15878
  "author_login": "blut-agent",
15879
  "name": "Blut-agent",
new-contributors-report.md CHANGED
@@ -1,7 +1,7 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260615T000032Z`
4
- - Generated: `2026-06-15T00:00:51Z`
5
  - Activity window: `60d`
6
  - Contributors: `347`
7
 
@@ -37,10 +37,10 @@
37
  | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 17 | 0 | strong | moderate | low | targets high-star repos |
38
  | `LinZiyuu` | [profile](https://github.com/LinZiyuu) | no | CONTRIBUTOR | 1483d | `2026-05-13T14:52:41Z` | 15 | 1 | weak | moderate | low | high open PR share |
39
  | `AI-Safeter` | [profile](https://github.com/AI-Safeter) | no | NONE | 0d | `2026-05-19T04:38:35Z` | 14 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
40
  | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 11 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
41
  | `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
42
  | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 97d | `2026-02-18T23:07:23Z` | 9 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread |
43
- | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | FIRST_TIME_CONTRIBUTOR | 636d | `2026-06-12T06:11:19Z` | 9 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
44
  | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 9 | 0 | mixed | moderate | low | targets high-star repos |
45
  | `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2914d | `2024-06-13T14:13:17Z` | 8 | 1 | weak | low | low | high open PR share; targets high-star repos |
46
  | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 8 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
@@ -92,6 +92,7 @@
92
  | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
93
  | `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
94
  | `ishan-1010` | [profile](https://github.com/ishan-1010) | no | FIRST_TIME_CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
95
  | `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
96
  | `Milan-Bhimani` | [profile](https://github.com/Milan-Bhimani) | no | FIRST_TIME_CONTRIBUTOR | 823d | `2026-04-30T06:10:00Z` | 2 | 1 | mixed | low | low | many recent closed-unmerged PRs |
97
  | `pcuenca` | [profile](https://github.com/pcuenca) | no | MEMBER | 5316d | `2024-04-23T13:23:10Z` | 2 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
@@ -220,7 +221,6 @@
220
  | `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | NONE | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
221
  | `bin123apple` | [profile](https://github.com/bin123apple) | no | FIRST_TIME_CONTRIBUTOR | 1577d | `2026-06-14T02:58:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
222
  | `Bissmella` | [profile](https://github.com/Bissmella) | no | CONTRIBUTOR | 2186d | `2026-05-31T07:55:52Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
223
- | `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 1 | 0 | mixed | low | low | — |
224
  | `blut-agent` | [profile](https://github.com/blut-agent) | no | FIRST_TIME_CONTRIBUTOR | 23d | `2026-05-16T06:31:21Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
225
  | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
226
  | `calliec-1223` | [profile](https://github.com/calliec-1223) | no | CONTRIBUTOR | 68d | `2026-06-02T02:20:39Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -388,12 +388,12 @@ Example artifacts:
388
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
389
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
390
  - repo first seen: `2025-03-19T10:58:02Z`
391
- - repo last seen: `2026-05-28T02:32:38Z`
392
  - first seen in snapshot: **no**
393
  - repo association: **MEMBER**
394
  - repo primary artifacts: **102**
395
  - snapshot authored PRs/issues: **102 PRs / 0 issues**
396
- - snapshot discussion activity: **253 comments / 336 reviews / 510 review comments**
397
  - account age: **2036 days**
398
  - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
399
  - public orgs: `huggingface`
@@ -894,7 +894,7 @@ Example artifacts:
894
 
895
  Example artifacts:
896
  - [PR #46394: cleaning _accumulate_local_param_grad](https://github.com/huggingface/transformers/pull/46394) — closed, merged
897
- - [PR #46292: sp + ep training / tp + ep inference](https://github.com/huggingface/transformers/pull/46292) — open, draft
898
  - [PR #46290: Tp param level](https://github.com/huggingface/transformers/pull/46290) — open
899
  - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
900
 
@@ -1037,6 +1037,29 @@ Example artifacts:
1037
  - [PR #46063: Fix typo in Qwen2.5-Omni docs example (cant -> can)](https://github.com/huggingface/transformers/pull/46063) — closed
1038
  - [PR #46062: Fix article in ViTPose docs (a object detector -> an object detector)](https://github.com/huggingface/transformers/pull/46062) — closed
1039
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1040
  ### `he-yufeng`
1041
 
1042
  - profile: [github.com/he-yufeng](https://github.com/he-yufeng)
@@ -1106,29 +1129,6 @@ Example artifacts:
1106
  - [PR #46466: Fix generate masks for unknown layer types](https://github.com/huggingface/transformers/pull/46466) — closed
1107
  - [PR #46450: docs: clarify distributed launch for semantic segmentation](https://github.com/huggingface/transformers/pull/46450) — closed
1108
 
1109
- ### `Rohan5commit`
1110
-
1111
- - profile: [github.com/Rohan5commit](https://github.com/Rohan5commit)
1112
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARohan5commit)
1113
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARohan5commit)
1114
- - repo first seen: `2026-06-12T06:11:19Z`
1115
- - repo last seen: `2026-06-14T04:39:16Z`
1116
- - first seen in snapshot: **no**
1117
- - repo association: **FIRST_TIME_CONTRIBUTOR**
1118
- - repo primary artifacts: **9**
1119
- - snapshot authored PRs/issues: **9 PRs / 0 issues**
1120
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
1121
- - account age: **636 days**
1122
- - recent public PR activity: **599 PRs** (210 merged / 211 closed-unmerged / 178 open; merged rate **35%**, closed-unmerged rate **35%**, open rate **30%**)
1123
- - public orgs: none visible
1124
- - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
1125
- - heuristic read: **extremely high recent PR volume; very broad repo spread; no visible non-self stars**
1126
-
1127
- Example artifacts:
1128
- - [PR #46637: Fix typo in modeling_mask2former.py: 'from from' → 'from'](https://github.com/huggingface/transformers/pull/46637) — open
1129
- - [PR #46636: Fix typo in test_utils.py: 'that that' → 'that'](https://github.com/huggingface/transformers/pull/46636) — open
1130
- - [PR #46635: Fix typo in configuration_utils.py: 'we we' → 'we'](https://github.com/huggingface/transformers/pull/46635) — open
1131
-
1132
  ### `zhang-prog`
1133
 
1134
  - profile: [github.com/zhang-prog](https://github.com/zhang-prog)
@@ -2330,6 +2330,29 @@ Example artifacts:
2330
  - [Issue #46552: Wav2Vec2CTCTokenizer in v5 treats the word delimiter as a special token, which leaks into get_special_tokens_mask and convert_ids_to_tokens](https://github.com/huggingface/transformers/issues/46552) — open
2331
  - [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — open
2332
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2333
  ### `J3r3myPerera`
2334
 
2335
  - profile: [github.com/J3r3myPerera](https://github.com/J3r3myPerera)
@@ -5149,27 +5172,6 @@ Example artifacts:
5149
  Example artifacts:
5150
  - [PR #46440: [Modular] Add `no_inherit_decorators` and fixup wrong RoPE related inheritances ](https://github.com/huggingface/transformers/pull/46440) — closed, merged
5151
 
5152
- ### `Bluear7878`
5153
-
5154
- - profile: [github.com/Bluear7878](https://github.com/Bluear7878)
5155
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABluear7878)
5156
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABluear7878)
5157
- - repo first seen: `2026-05-29T04:39:19Z`
5158
- - repo last seen: `2026-05-29T08:34:30Z`
5159
- - first seen in snapshot: **no**
5160
- - repo association: **CONTRIBUTOR**
5161
- - repo primary artifacts: **1**
5162
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
5163
- - snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
5164
- - account age: **461 days**
5165
- - recent public PR activity: **6 PRs** (4 merged / 0 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
5166
- - public orgs: none visible
5167
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
5168
- - heuristic read: **—**
5169
-
5170
- Example artifacts:
5171
- - [PR #46277: 🚨 Fix float16 overflow in Gemma4 vision pooler](https://github.com/huggingface/transformers/pull/46277) — closed, merged
5172
-
5173
  ### `blut-agent`
5174
 
5175
  - profile: [github.com/blut-agent](https://github.com/blut-agent)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260615T060048Z`
4
+ - Generated: `2026-06-15T06:01:31Z`
5
  - Activity window: `60d`
6
  - Contributors: `347`
7
 
 
37
  | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 17 | 0 | strong | moderate | low | targets high-star repos |
38
  | `LinZiyuu` | [profile](https://github.com/LinZiyuu) | no | CONTRIBUTOR | 1483d | `2026-05-13T14:52:41Z` | 15 | 1 | weak | moderate | low | high open PR share |
39
  | `AI-Safeter` | [profile](https://github.com/AI-Safeter) | no | NONE | 0d | `2026-05-19T04:38:35Z` | 14 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
40
+ | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | FIRST_TIME_CONTRIBUTOR | 636d | `2026-06-12T06:11:19Z` | 13 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
41
  | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 11 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
42
  | `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
43
  | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 97d | `2026-02-18T23:07:23Z` | 9 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread |
 
44
  | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 9 | 0 | mixed | moderate | low | targets high-star repos |
45
  | `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2914d | `2024-06-13T14:13:17Z` | 8 | 1 | weak | low | low | high open PR share; targets high-star repos |
46
  | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 8 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 
92
  | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
93
  | `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
94
  | `ishan-1010` | [profile](https://github.com/ishan-1010) | no | FIRST_TIME_CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
95
+ | `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 2 | 1 | mixed | low | low | — |
96
  | `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
97
  | `Milan-Bhimani` | [profile](https://github.com/Milan-Bhimani) | no | FIRST_TIME_CONTRIBUTOR | 823d | `2026-04-30T06:10:00Z` | 2 | 1 | mixed | low | low | many recent closed-unmerged PRs |
98
  | `pcuenca` | [profile](https://github.com/pcuenca) | no | MEMBER | 5316d | `2024-04-23T13:23:10Z` | 2 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
 
221
  | `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | NONE | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
222
  | `bin123apple` | [profile](https://github.com/bin123apple) | no | FIRST_TIME_CONTRIBUTOR | 1577d | `2026-06-14T02:58:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
223
  | `Bissmella` | [profile](https://github.com/Bissmella) | no | CONTRIBUTOR | 2186d | `2026-05-31T07:55:52Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 
224
  | `blut-agent` | [profile](https://github.com/blut-agent) | no | FIRST_TIME_CONTRIBUTOR | 23d | `2026-05-16T06:31:21Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
225
  | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
226
  | `calliec-1223` | [profile](https://github.com/calliec-1223) | no | CONTRIBUTOR | 68d | `2026-06-02T02:20:39Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
388
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
389
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
390
  - repo first seen: `2025-03-19T10:58:02Z`
391
+ - repo last seen: `2026-06-15T05:59:21Z`
392
  - first seen in snapshot: **no**
393
  - repo association: **MEMBER**
394
  - repo primary artifacts: **102**
395
  - snapshot authored PRs/issues: **102 PRs / 0 issues**
396
+ - snapshot discussion activity: **255 comments / 345 reviews / 522 review comments**
397
  - account age: **2036 days**
398
  - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
399
  - public orgs: `huggingface`
 
894
 
895
  Example artifacts:
896
  - [PR #46394: cleaning _accumulate_local_param_grad](https://github.com/huggingface/transformers/pull/46394) — closed, merged
897
+ - [PR #46292: sp + ep training / tp + ep inference](https://github.com/huggingface/transformers/pull/46292) — open
898
  - [PR #46290: Tp param level](https://github.com/huggingface/transformers/pull/46290) — open
899
  - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
900
 
 
1037
  - [PR #46063: Fix typo in Qwen2.5-Omni docs example (cant -> can)](https://github.com/huggingface/transformers/pull/46063) — closed
1038
  - [PR #46062: Fix article in ViTPose docs (a object detector -> an object detector)](https://github.com/huggingface/transformers/pull/46062) — closed
1039
 
1040
+ ### `Rohan5commit`
1041
+
1042
+ - profile: [github.com/Rohan5commit](https://github.com/Rohan5commit)
1043
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARohan5commit)
1044
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARohan5commit)
1045
+ - repo first seen: `2026-06-12T06:11:19Z`
1046
+ - repo last seen: `2026-06-15T04:10:05Z`
1047
+ - first seen in snapshot: **no**
1048
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
1049
+ - repo primary artifacts: **13**
1050
+ - snapshot authored PRs/issues: **13 PRs / 0 issues**
1051
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
1052
+ - account age: **636 days**
1053
+ - recent public PR activity: **599 PRs** (210 merged / 211 closed-unmerged / 178 open; merged rate **35%**, closed-unmerged rate **35%**, open rate **30%**)
1054
+ - public orgs: none visible
1055
+ - compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
1056
+ - heuristic read: **extremely high recent PR volume; very broad repo spread; no visible non-self stars**
1057
+
1058
+ Example artifacts:
1059
+ - [PR #46649: Fix typo in input_outputs.py: 'ouputs' → 'outputs'](https://github.com/huggingface/transformers/pull/46649) — open
1060
+ - [PR #46648: Fix typo in modeling_mobilebert.py: 'embedings' → 'embeddings'](https://github.com/huggingface/transformers/pull/46648) — open
1061
+ - [PR #46647: Fix typo in modeling_rope_utils.py: 'funcitonality' → 'functionality'](https://github.com/huggingface/transformers/pull/46647) — open
1062
+
1063
  ### `he-yufeng`
1064
 
1065
  - profile: [github.com/he-yufeng](https://github.com/he-yufeng)
 
1129
  - [PR #46466: Fix generate masks for unknown layer types](https://github.com/huggingface/transformers/pull/46466) — closed
1130
  - [PR #46450: docs: clarify distributed launch for semantic segmentation](https://github.com/huggingface/transformers/pull/46450) — closed
1131
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1132
  ### `zhang-prog`
1133
 
1134
  - profile: [github.com/zhang-prog](https://github.com/zhang-prog)
 
2330
  - [Issue #46552: Wav2Vec2CTCTokenizer in v5 treats the word delimiter as a special token, which leaks into get_special_tokens_mask and convert_ids_to_tokens](https://github.com/huggingface/transformers/issues/46552) — open
2331
  - [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — open
2332
 
2333
+ ### `Bluear7878`
2334
+
2335
+ - profile: [github.com/Bluear7878](https://github.com/Bluear7878)
2336
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABluear7878)
2337
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABluear7878)
2338
+ - repo first seen: `2026-05-29T04:39:19Z`
2339
+ - repo last seen: `2026-06-15T05:02:36Z`
2340
+ - first seen in snapshot: **no**
2341
+ - repo association: **CONTRIBUTOR**
2342
+ - repo primary artifacts: **3**
2343
+ - snapshot authored PRs/issues: **2 PRs / 1 issues**
2344
+ - snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
2345
+ - account age: **461 days**
2346
+ - recent public PR activity: **6 PRs** (4 merged / 0 closed-unmerged / 2 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
2347
+ - public orgs: none visible
2348
+ - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
2349
+ - heuristic read: **—**
2350
+
2351
+ Example artifacts:
2352
+ - [PR #46651: Fix non-idempotent revert_weight_conversion corrupting trust_remote_code saves](https://github.com/huggingface/transformers/pull/46651) — open
2353
+ - [PR #46277: 🚨 Fix float16 overflow in Gemma4 vision pooler](https://github.com/huggingface/transformers/pull/46277) — closed, merged
2354
+ - [Issue #46650: `save_pretrained` corrupts keys (`encoder.encoder.*`) for trust_remote_code / from_config models via non-idempotent reverse rename](https://github.com/huggingface/transformers/issues/46650) — open
2355
+
2356
  ### `J3r3myPerera`
2357
 
2358
  - profile: [github.com/J3r3myPerera](https://github.com/J3r3myPerera)
 
5172
  Example artifacts:
5173
  - [PR #46440: [Modular] Add `no_inherit_decorators` and fixup wrong RoPE related inheritances ](https://github.com/huggingface/transformers/pull/46440) — closed, merged
5174
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5175
  ### `blut-agent`
5176
 
5177
  - profile: [github.com/blut-agent](https://github.com/blut-agent)
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  "breadth_similarity": 0.667,
2769
  "concentration_similarity": 1.0,
@@ -2940,7 +3371,7 @@
2940
  {
2941
  "left_pr_number": 34925,
2942
  "right_pr_number": 44981,
2943
- "similarity": 0.32,
2944
  "content_similarity": 0.166,
2945
  "size_similarity": 0.448,
2946
  "breadth_similarity": 1.0,
@@ -3403,7 +3834,7 @@
3403
  46632
3404
  ],
3405
  "representative_pr_number": 46632,
3406
- "average_similarity": 0.566,
3407
  "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46632.",
3408
  "shared_filenames": [
3409
  "tests/utils/test_modeling_utils.py",
@@ -3419,8 +3850,8 @@
3419
  {
3420
  "left_pr_number": 46207,
3421
  "right_pr_number": 46632,
3422
- "similarity": 0.617,
3423
- "content_similarity": 0.527,
3424
  "size_similarity": 0.673,
3425
  "breadth_similarity": 1.0,
3426
  "concentration_similarity": 0.935,
@@ -3439,7 +3870,7 @@
3439
  "left_pr_number": 44940,
3440
  "right_pr_number": 46632,
3441
  "similarity": 0.546,
3442
- "content_similarity": 0.502,
3443
  "size_similarity": 0.446,
3444
  "breadth_similarity": 0.833,
3445
  "concentration_similarity": 0.903,
@@ -3722,7 +4153,7 @@
3722
  "left_pr_number": 43656,
3723
  "right_pr_number": 44682,
3724
  "similarity": 0.447,
3725
- "content_similarity": 0.499,
3726
  "size_similarity": 0.048,
3727
  "breadth_similarity": 0.5,
3728
  "concentration_similarity": 0.802,
@@ -3775,8 +4206,8 @@
3775
  {
3776
  "left_pr_number": 45548,
3777
  "right_pr_number": 45649,
3778
- "similarity": 0.506,
3779
- "content_similarity": 0.513,
3780
  "size_similarity": 0.149,
3781
  "breadth_similarity": 0.75,
3782
  "concentration_similarity": 1.0,
@@ -3791,8 +4222,8 @@
3791
  {
3792
  "left_pr_number": 45649,
3793
  "right_pr_number": 45655,
3794
- "similarity": 0.499,
3795
- "content_similarity": 0.331,
3796
  "size_similarity": 0.778,
3797
  "breadth_similarity": 1.0,
3798
  "concentration_similarity": 1.0,
@@ -3808,7 +4239,7 @@
3808
  "left_pr_number": 45548,
3809
  "right_pr_number": 45655,
3810
  "similarity": 0.343,
3811
- "content_similarity": 0.271,
3812
  "size_similarity": 0.191,
3813
  "breadth_similarity": 0.75,
3814
  "concentration_similarity": 1.0,
@@ -3886,8 +4317,8 @@
3886
  {
3887
  "left_pr_number": 46124,
3888
  "right_pr_number": 46615,
3889
- "similarity": 0.351,
3890
- "content_similarity": 0.234,
3891
  "size_similarity": 0.286,
3892
  "breadth_similarity": 1.0,
3893
  "concentration_similarity": 0.883,
@@ -3990,86 +4421,6 @@
3990
  }
3991
  ]
3992
  },
3993
- {
3994
- "cluster_id": "pr-scope-45425-3",
3995
- "pr_numbers": [
3996
- 45425,
3997
- 45682,
3998
- 46442
3999
- ],
4000
- "representative_pr_number": 45682,
4001
- "average_similarity": 0.423,
4002
- "summary": "3 open PRs share weighted file overlap around `src/transformers/integrations/peft.py`, `tests/peft_integration/test_peft_integration.py`; representative PR #45682.",
4003
- "shared_filenames": [
4004
- "src/transformers/integrations/peft.py",
4005
- "tests/peft_integration/test_peft_integration.py"
4006
- ],
4007
- "shared_directories": [
4008
- "src/transformers/integrations",
4009
- "src/transformers",
4010
- "tests",
4011
- "src",
4012
- "tests/peft_integration"
4013
- ],
4014
- "pairwise": [
4015
- {
4016
- "left_pr_number": 45682,
4017
- "right_pr_number": 46442,
4018
- "similarity": 0.609,
4019
- "content_similarity": 0.678,
4020
- "size_similarity": 0.435,
4021
- "breadth_similarity": 0.31,
4022
- "concentration_similarity": 0.773,
4023
- "shared_filenames": [
4024
- "src/transformers/integrations/peft.py",
4025
- "tests/peft_integration/test_peft_integration.py"
4026
- ],
4027
- "shared_directories": [
4028
- "src/transformers/integrations",
4029
- "src/transformers",
4030
- "tests/peft_integration",
4031
- "src",
4032
- "tests"
4033
- ]
4034
- },
4035
- {
4036
- "left_pr_number": 45425,
4037
- "right_pr_number": 45682,
4038
- "similarity": 0.343,
4039
- "content_similarity": 0.172,
4040
- "size_similarity": 0.963,
4041
- "breadth_similarity": 0.343,
4042
- "concentration_similarity": 0.884,
4043
- "shared_filenames": [
4044
- "src/transformers/integrations/peft.py"
4045
- ],
4046
- "shared_directories": [
4047
- "src/transformers/integrations",
4048
- "src/transformers",
4049
- "src",
4050
- "tests"
4051
- ]
4052
- },
4053
- {
4054
- "left_pr_number": 45425,
4055
- "right_pr_number": 46442,
4056
- "similarity": 0.316,
4057
- "content_similarity": 0.16,
4058
- "size_similarity": 0.451,
4059
- "breadth_similarity": 0.917,
4060
- "concentration_similarity": 0.888,
4061
- "shared_filenames": [
4062
- "src/transformers/integrations/peft.py"
4063
- ],
4064
- "shared_directories": [
4065
- "src/transformers/integrations",
4066
- "src/transformers",
4067
- "src",
4068
- "tests"
4069
- ]
4070
- }
4071
- ]
4072
- },
4073
  {
4074
  "cluster_id": "pr-scope-45709-3",
4075
  "pr_numbers": [
@@ -4078,7 +4429,7 @@
4078
  46211
4079
  ],
4080
  "representative_pr_number": 45742,
4081
- "average_similarity": 0.419,
4082
  "summary": "3 open PRs share weighted file overlap around `tests/models/llama/test_modeling_llama.py`, `src/transformers/models/llama/configuration_llama.py`, `src/transformers/models/llama/modeling_llama.py`; representative PR #45742.",
4083
  "shared_filenames": [
4084
  "tests/models/llama/test_modeling_llama.py",
@@ -4098,189 +4449,57 @@
4098
  {
4099
  "left_pr_number": 45742,
4100
  "right_pr_number": 46211,
4101
- "similarity": 0.561,
4102
- "content_similarity": 0.498,
4103
  "size_similarity": 0.963,
4104
  "breadth_similarity": 0.25,
4105
  "concentration_similarity": 0.852,
4106
  "shared_filenames": [
4107
  "src/transformers/models/llama/configuration_llama.py",
4108
  "tests/models/llama/test_modeling_llama.py"
4109
- ],
4110
- "shared_directories": [
4111
- "src/transformers/models/llama",
4112
- "src/transformers/models",
4113
- "tests/models/llama",
4114
- "src/transformers",
4115
- "tests/models",
4116
- "src",
4117
- "tests"
4118
- ]
4119
- },
4120
- {
4121
- "left_pr_number": 45709,
4122
- "right_pr_number": 45742,
4123
- "similarity": 0.501,
4124
- "content_similarity": 0.377,
4125
- "size_similarity": 0.782,
4126
- "breadth_similarity": 0.833,
4127
- "concentration_similarity": 0.72,
4128
- "shared_filenames": [
4129
- "src/transformers/models/llama/modeling_llama.py"
4130
- ],
4131
- "shared_directories": [
4132
- "src/transformers/models/llama",
4133
- "src/transformers/models",
4134
- "src/transformers",
4135
- "src"
4136
- ]
4137
- },
4138
- {
4139
- "left_pr_number": 45709,
4140
- "right_pr_number": 46211,
4141
- "similarity": 0.195,
4142
- "content_similarity": 0.048,
4143
- "size_similarity": 0.753,
4144
- "breadth_similarity": 0.2,
4145
- "concentration_similarity": 0.571,
4146
- "shared_filenames": [],
4147
- "shared_directories": [
4148
- "src/transformers/models/llama",
4149
- "src/transformers/models",
4150
- "src/transformers",
4151
- "src"
4152
- ]
4153
- }
4154
- ]
4155
- },
4156
- {
4157
- "cluster_id": "pr-scope-46099-3",
4158
- "pr_numbers": [
4159
- 46099,
4160
- 46269,
4161
- 46290
4162
- ],
4163
- "representative_pr_number": 46099,
4164
- "average_similarity": 0.379,
4165
- "summary": "3 open PRs share weighted file overlap around `src/transformers/models/deepseek_v2/modular_deepseek_v2.py`, `src/transformers/models/minimax_m2/configuration_minimax_m2.py`, `src/transformers/models/minimax_m2/modular_minimax_m2.py`; representative PR #46099.",
4166
- "shared_filenames": [
4167
- "src/transformers/models/deepseek_v2/modular_deepseek_v2.py",
4168
- "src/transformers/models/minimax_m2/configuration_minimax_m2.py",
4169
- "src/transformers/models/minimax_m2/modular_minimax_m2.py",
4170
- "src/transformers/models/mixtral/configuration_mixtral.py",
4171
- "src/transformers/models/olmoe/configuration_olmoe.py",
4172
- "src/transformers/models/qwen3_vl_moe/configuration_qwen3_vl_moe.py",
4173
- "src/transformers/models/solar_open/configuration_solar_open.py",
4174
- "src/transformers/distributed/tensor_parallel.py"
4175
- ],
4176
- "shared_directories": [
4177
- "src/transformers/models/deepseek_v2",
4178
- "src/transformers/models/solar_open",
4179
- "src/transformers/models/minimax_m2",
4180
- "src/transformers/models/mixtral",
4181
- "src/transformers/models/olmoe",
4182
- "src/transformers/models/qwen3_moe",
4183
- "src/transformers/models/qwen3_vl_moe",
4184
- "src/transformers/models/qwen3_omni_moe"
4185
- ],
4186
- "pairwise": [
4187
- {
4188
- "left_pr_number": 46099,
4189
- "right_pr_number": 46269,
4190
- "similarity": 0.409,
4191
- "content_similarity": 0.481,
4192
- "size_similarity": 0.013,
4193
- "breadth_similarity": 0.303,
4194
- "concentration_similarity": 0.796,
4195
- "shared_filenames": [
4196
- "src/transformers/distributed/tensor_parallel.py",
4197
- "src/transformers/modeling_utils.py",
4198
- "src/transformers/models/apertus/configuration_apertus.py",
4199
- "src/transformers/models/apertus/modular_apertus.py",
4200
- "src/transformers/models/arcee/configuration_arcee.py",
4201
- "src/transformers/models/arcee/modular_arcee.py",
4202
- "src/transformers/models/aria/configuration_aria.py",
4203
- "src/transformers/models/cohere/configuration_cohere.py",
4204
- "src/transformers/models/cohere2/configuration_cohere2.py",
4205
- "src/transformers/models/cohere2/modular_cohere2.py"
4206
- ],
4207
- "shared_directories": [
4208
- "src/transformers/models/apertus",
4209
- "src/transformers/models/arcee",
4210
- "src/transformers/models/aria",
4211
- "src/transformers/models/cohere",
4212
- "src/transformers/models/cohere2",
4213
- "src/transformers/models/cwm",
4214
- "src/transformers/models/deepseek_v2",
4215
- "src/transformers/models/ernie4_5",
4216
- "src/transformers/models/eurobert",
4217
- "src/transformers/models/exaone4"
4218
- ]
4219
- },
4220
- {
4221
- "left_pr_number": 46099,
4222
- "right_pr_number": 46290,
4223
- "similarity": 0.37,
4224
- "content_similarity": 0.332,
4225
- "size_similarity": 0.089,
4226
- "breadth_similarity": 0.745,
4227
- "concentration_similarity": 0.996,
4228
- "shared_filenames": [
4229
- "src/transformers/distributed/tensor_parallel.py",
4230
- "src/transformers/models/deepseek_v2/configuration_deepseek_v2.py",
4231
- "src/transformers/models/deepseek_v2/modular_deepseek_v2.py",
4232
- "src/transformers/models/minimax_m2/configuration_minimax_m2.py",
4233
- "src/transformers/models/minimax_m2/modular_minimax_m2.py",
4234
- "src/transformers/models/mixtral/configuration_mixtral.py",
4235
- "src/transformers/models/olmoe/configuration_olmoe.py",
4236
- "src/transformers/models/qwen3_moe/configuration_qwen3_moe.py",
4237
- "src/transformers/models/qwen3_omni_moe/configuration_qwen3_omni_moe.py",
4238
- "src/transformers/models/qwen3_vl_moe/configuration_qwen3_vl_moe.py"
4239
- ],
4240
- "shared_directories": [
4241
- "src/transformers/models/deepseek_v2",
4242
- "src/transformers/models/minimax_m2",
4243
- "src/transformers/models/mixtral",
4244
- "src/transformers/models/olmoe",
4245
- "src/transformers/models/qwen3_moe",
4246
- "src/transformers/models/qwen3_omni_moe",
4247
- "src/transformers/models/qwen3_vl_moe",
4248
- "src/transformers/models/solar_open",
4249
- "src/transformers/distributed",
4250
- "src/transformers/models"
4251
  ]
4252
  },
4253
  {
4254
- "left_pr_number": 46269,
4255
- "right_pr_number": 46290,
4256
- "similarity": 0.359,
4257
- "content_similarity": 0.393,
4258
- "size_similarity": 0.148,
4259
- "breadth_similarity": 0.223,
4260
- "concentration_similarity": 0.8,
4261
  "shared_filenames": [
4262
- "src/transformers/distributed/tensor_parallel.py",
4263
- "src/transformers/integrations/moe.py",
4264
- "src/transformers/models/cohere2_moe/configuration_cohere2_moe.py",
4265
- "src/transformers/models/deepseek_v2/configuration_deepseek_v2.py",
4266
- "src/transformers/models/deepseek_v2/modular_deepseek_v2.py",
4267
- "src/transformers/models/deepseek_v3/configuration_deepseek_v3.py",
4268
- "src/transformers/models/dots1/configuration_dots1.py",
4269
- "src/transformers/models/dots1/modular_dots1.py",
4270
- "src/transformers/models/ernie4_5_moe/configuration_ernie4_5_moe.py",
4271
- "src/transformers/models/ernie4_5_vl_moe/configuration_ernie4_5_vl_moe.py"
4272
  ],
4273
  "shared_directories": [
4274
- "src/transformers/models/cohere2_moe",
4275
- "src/transformers/models/deepseek_v2",
4276
- "src/transformers/models/deepseek_v3",
4277
- "src/transformers/models/dots1",
4278
- "src/transformers/models/ernie4_5_moe",
4279
- "src/transformers/models/ernie4_5_vl_moe",
4280
- "src/transformers/models/exaone_moe",
4281
- "src/transformers/models/flex_olmo",
4282
- "src/transformers/models/gemma4",
4283
- "src/transformers/models/glm4_moe"
 
 
 
 
 
 
 
 
 
 
4284
  ]
4285
  }
4286
  ]
@@ -4391,7 +4610,7 @@
4391
  "left_pr_number": 33686,
4392
  "right_pr_number": 44550,
4393
  "similarity": 0.387,
4394
- "content_similarity": 0.124,
4395
  "size_similarity": 1.0,
4396
  "breadth_similarity": 1.0,
4397
  "concentration_similarity": 1.0,
@@ -4407,7 +4626,7 @@
4407
  "left_pr_number": 44407,
4408
  "right_pr_number": 44550,
4409
  "similarity": 0.358,
4410
- "content_similarity": 0.092,
4411
  "size_similarity": 0.957,
4412
  "breadth_similarity": 1.0,
4413
  "concentration_similarity": 1.0,
@@ -4421,7 +4640,7 @@
4421
  {
4422
  "left_pr_number": 33686,
4423
  "right_pr_number": 44407,
4424
- "similarity": 0.349,
4425
  "content_similarity": 0.08,
4426
  "size_similarity": 0.957,
4427
  "breadth_similarity": 1.0,
@@ -4808,17 +5027,17 @@
4808
  43775
4809
  ],
4810
  "representative_pr_number": 43543,
4811
- "average_similarity": 0.775,
4812
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/jamba/modeling_jamba.py`; representative PR #43543.",
4813
  "shared_filenames": [
4814
  "src/transformers/models/jetmoe/modeling_jetmoe.py",
4815
  "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
4816
  "src/transformers/models/jamba/modeling_jamba.py",
4817
  "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
 
4818
  "src/transformers/models/phimoe/modeling_phimoe.py",
4819
  "src/transformers/models/dbrx/modeling_dbrx.py",
4820
- "src/transformers/models/flex_olmo/modeling_flex_olmo.py",
4821
- "src/transformers/models/mixtral/modeling_mixtral.py"
4822
  ],
4823
  "shared_directories": [
4824
  "src/transformers/models/jetmoe",
@@ -4834,8 +5053,8 @@
4834
  {
4835
  "left_pr_number": 43543,
4836
  "right_pr_number": 43775,
4837
- "similarity": 0.775,
4838
- "content_similarity": 0.879,
4839
  "size_similarity": 0.191,
4840
  "breadth_similarity": 0.811,
4841
  "concentration_similarity": 0.996,
@@ -4888,7 +5107,7 @@
4888
  "left_pr_number": 45606,
4889
  "right_pr_number": 45607,
4890
  "similarity": 0.769,
4891
- "content_similarity": 0.816,
4892
  "size_similarity": 0.778,
4893
  "breadth_similarity": 0.417,
4894
  "concentration_similarity": 0.778,
@@ -5027,7 +5246,7 @@
5027
  "left_pr_number": 42824,
5028
  "right_pr_number": 46461,
5029
  "similarity": 0.717,
5030
- "content_similarity": 0.748,
5031
  "size_similarity": 0.652,
5032
  "breadth_similarity": 0.5,
5033
  "concentration_similarity": 0.928,
@@ -5103,7 +5322,7 @@
5103
  "left_pr_number": 43779,
5104
  "right_pr_number": 43816,
5105
  "similarity": 0.663,
5106
- "content_similarity": 0.679,
5107
  "size_similarity": 0.25,
5108
  "breadth_similarity": 1.0,
5109
  "concentration_similarity": 1.0,
@@ -5157,6 +5376,49 @@
5157
  }
5158
  ]
5159
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5160
  {
5161
  "cluster_id": "pr-scope-45932-2",
5162
  "pr_numbers": [
@@ -5369,7 +5631,7 @@
5369
  "left_pr_number": 45541,
5370
  "right_pr_number": 46177,
5371
  "similarity": 0.526,
5372
- "content_similarity": 0.425,
5373
  "size_similarity": 0.519,
5374
  "breadth_similarity": 1.0,
5375
  "concentration_similarity": 1.0,
@@ -5390,7 +5652,7 @@
5390
  46523
5391
  ],
5392
  "representative_pr_number": 43488,
5393
- "average_similarity": 0.509,
5394
  "summary": "2 open PRs share weighted file overlap around `src/transformers/dependency_versions_table.py`, `setup.py`; representative PR #43488.",
5395
  "shared_filenames": [
5396
  "src/transformers/dependency_versions_table.py",
@@ -5404,8 +5666,8 @@
5404
  {
5405
  "left_pr_number": 43488,
5406
  "right_pr_number": 46523,
5407
- "similarity": 0.509,
5408
- "content_similarity": 0.342,
5409
  "size_similarity": 1.0,
5410
  "breadth_similarity": 0.833,
5411
  "concentration_similarity": 0.727,
@@ -5546,7 +5808,7 @@
5546
  "left_pr_number": 43532,
5547
  "right_pr_number": 43649,
5548
  "similarity": 0.492,
5549
- "content_similarity": 0.429,
5550
  "size_similarity": 0.395,
5551
  "breadth_similarity": 0.875,
5552
  "concentration_similarity": 0.893,
@@ -5567,6 +5829,47 @@
5567
  }
5568
  ]
5569
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5570
  {
5571
  "cluster_id": "pr-scope-45540-2",
5572
  "pr_numbers": [
@@ -5574,7 +5877,7 @@
5574
  45868
5575
  ],
5576
  "representative_pr_number": 45540,
5577
- "average_similarity": 0.489,
5578
  "summary": "2 open PRs share weighted file overlap around `tests/models/t5gemma2/test_modeling_t5gemma2.py`, `src/transformers/models/t5gemma2/modular_t5gemma2.py`, `src/transformers/models/t5gemma2/modeling_t5gemma2.py`; representative PR #45540.",
5579
  "shared_filenames": [
5580
  "tests/models/t5gemma2/test_modeling_t5gemma2.py",
@@ -5594,8 +5897,8 @@
5594
  {
5595
  "left_pr_number": 45540,
5596
  "right_pr_number": 45868,
5597
- "similarity": 0.489,
5598
- "content_similarity": 0.362,
5599
  "size_similarity": 0.593,
5600
  "breadth_similarity": 1.0,
5601
  "concentration_similarity": 0.936,
@@ -5616,47 +5919,6 @@
5616
  }
5617
  ]
5618
  },
5619
- {
5620
- "cluster_id": "pr-scope-46310-2",
5621
- "pr_numbers": [
5622
- 46310,
5623
- 46546
5624
- ],
5625
- "representative_pr_number": 46310,
5626
- "average_similarity": 0.487,
5627
- "summary": "2 open PRs share weighted file overlap around `src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py`, `src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py`; representative PR #46310.",
5628
- "shared_filenames": [
5629
- "src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py",
5630
- "src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py"
5631
- ],
5632
- "shared_directories": [
5633
- "src/transformers/models/moonshine_streaming",
5634
- "src/transformers/models",
5635
- "src/transformers",
5636
- "src"
5637
- ],
5638
- "pairwise": [
5639
- {
5640
- "left_pr_number": 46310,
5641
- "right_pr_number": 46546,
5642
- "similarity": 0.487,
5643
- "content_similarity": 0.534,
5644
- "size_similarity": 0.286,
5645
- "breadth_similarity": 0.417,
5646
- "concentration_similarity": 0.571,
5647
- "shared_filenames": [
5648
- "src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py",
5649
- "src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py"
5650
- ],
5651
- "shared_directories": [
5652
- "src/transformers/models/moonshine_streaming",
5653
- "src/transformers/models",
5654
- "src/transformers",
5655
- "src"
5656
- ]
5657
- }
5658
- ]
5659
- },
5660
  {
5661
  "cluster_id": "pr-scope-45300-2",
5662
  "pr_numbers": [
@@ -5759,6 +6021,39 @@
5759
  }
5760
  ]
5761
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5762
  {
5763
  "cluster_id": "pr-scope-46113-2",
5764
  "pr_numbers": [
@@ -5766,7 +6061,7 @@
5766
  46126
5767
  ],
5768
  "representative_pr_number": 46113,
5769
- "average_similarity": 0.475,
5770
  "summary": "2 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`; representative PR #46113.",
5771
  "shared_filenames": [
5772
  "src/transformers/distributed/utils.py"
@@ -5780,8 +6075,8 @@
5780
  {
5781
  "left_pr_number": 46113,
5782
  "right_pr_number": 46126,
5783
- "similarity": 0.475,
5784
- "content_similarity": 0.529,
5785
  "size_similarity": 0.302,
5786
  "breadth_similarity": 0.292,
5787
  "concentration_similarity": 0.603,
@@ -5796,39 +6091,6 @@
5796
  }
5797
  ]
5798
  },
5799
- {
5800
- "cluster_id": "pr-scope-45790-2",
5801
- "pr_numbers": [
5802
- 45790,
5803
- 46606
5804
- ],
5805
- "representative_pr_number": 45790,
5806
- "average_similarity": 0.473,
5807
- "summary": "2 open PRs share weighted file overlap around `.github/PULL_REQUEST_TEMPLATE.md`; representative PR #45790.",
5808
- "shared_filenames": [
5809
- ".github/PULL_REQUEST_TEMPLATE.md"
5810
- ],
5811
- "shared_directories": [
5812
- ".github"
5813
- ],
5814
- "pairwise": [
5815
- {
5816
- "left_pr_number": 45790,
5817
- "right_pr_number": 46606,
5818
- "similarity": 0.473,
5819
- "content_similarity": 0.456,
5820
- "size_similarity": 0.667,
5821
- "breadth_similarity": 0.333,
5822
- "concentration_similarity": 0.4,
5823
- "shared_filenames": [
5824
- ".github/PULL_REQUEST_TEMPLATE.md"
5825
- ],
5826
- "shared_directories": [
5827
- ".github"
5828
- ]
5829
- }
5830
- ]
5831
- },
5832
  {
5833
  "cluster_id": "pr-scope-40755-2",
5834
  "pr_numbers": [
@@ -5924,7 +6186,7 @@
5924
  46423
5925
  ],
5926
  "representative_pr_number": 41458,
5927
- "average_similarity": 0.459,
5928
  "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/hub_kernels.py`; representative PR #41458.",
5929
  "shared_filenames": [
5930
  "src/transformers/integrations/hub_kernels.py"
@@ -5939,8 +6201,8 @@
5939
  {
5940
  "left_pr_number": 41458,
5941
  "right_pr_number": 46423,
5942
- "similarity": 0.459,
5943
- "content_similarity": 0.342,
5944
  "size_similarity": 0.577,
5945
  "breadth_similarity": 0.875,
5946
  "concentration_similarity": 0.91,
@@ -5963,7 +6225,7 @@
5963
  46257
5964
  ],
5965
  "representative_pr_number": 46127,
5966
- "average_similarity": 0.446,
5967
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.",
5968
  "shared_filenames": [
5969
  "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py"
@@ -5978,8 +6240,8 @@
5978
  {
5979
  "left_pr_number": 46127,
5980
  "right_pr_number": 46257,
5981
- "similarity": 0.446,
5982
- "content_similarity": 0.448,
5983
  "size_similarity": 0.053,
5984
  "breadth_similarity": 0.75,
5985
  "concentration_similarity": 1.0,
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260615T060048Z",
4
+ "generated_at": "2026-06-15T06:01:30Z",
5
+ "cluster_count": 74,
6
  "pr_scope_clusters": [
7
  {
8
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49
  {
50
  "left_pr_number": 44123,
51
  "right_pr_number": 46628,
52
+ "similarity": 0.642,
53
  "content_similarity": 0.667,
54
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55
  "breadth_similarity": 1.0,
 
65
  {
66
  "left_pr_number": 43663,
67
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68
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69
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70
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71
  "breadth_similarity": 1.0,
 
82
  "left_pr_number": 43651,
83
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84
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85
+ "content_similarity": 0.403,
86
  "size_similarity": 0.72,
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  "breadth_similarity": 1.0,
88
  "concentration_similarity": 1.0,
 
113
  {
114
  "left_pr_number": 43663,
115
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116
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117
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118
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120
  "concentration_similarity": 1.0,
 
130
  "left_pr_number": 44257,
131
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132
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133
+ "content_similarity": 0.266,
134
  "size_similarity": 1.0,
135
  "breadth_similarity": 1.0,
136
  "concentration_similarity": 1.0,
 
161
  {
162
  "left_pr_number": 44123,
163
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164
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165
+ "content_similarity": 0.371,
166
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167
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168
  "concentration_similarity": 1.0,
 
177
  {
178
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179
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180
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181
+ "content_similarity": 0.307,
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184
  "concentration_similarity": 1.0,
 
193
  {
194
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196
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197
+ "content_similarity": 0.273,
198
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199
  "breadth_similarity": 1.0,
200
  "concentration_similarity": 1.0,
 
257
  {
258
  "left_pr_number": 45067,
259
  "right_pr_number": 46628,
260
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261
  "content_similarity": 0.362,
262
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263
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273
  {
274
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275
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276
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277
  "content_similarity": 0.391,
278
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279
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338
  "left_pr_number": 44257,
339
  "right_pr_number": 46628,
340
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  "size_similarity": 0.667,
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344
  "concentration_similarity": 1.0,
 
369
  {
370
  "left_pr_number": 43636,
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372
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+ "content_similarity": 0.276,
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  "size_similarity": 0.611,
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  "breadth_similarity": 1.0,
376
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385
  {
386
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  "right_pr_number": 44257,
388
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389
+ "content_similarity": 0.264,
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  "size_similarity": 0.667,
391
  "breadth_similarity": 1.0,
392
  "concentration_similarity": 1.0,
 
433
  {
434
  "left_pr_number": 43651,
435
  "right_pr_number": 44123,
436
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437
+ "content_similarity": 0.321,
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  "size_similarity": 0.327,
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  "breadth_similarity": 1.0,
440
  "concentration_similarity": 1.0,
 
449
  {
450
  "left_pr_number": 43636,
451
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452
+ "similarity": 0.421,
453
+ "content_similarity": 0.27,
454
  "size_similarity": 0.545,
455
  "breadth_similarity": 1.0,
456
  "concentration_similarity": 1.0,
 
481
  {
482
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483
  "right_pr_number": 45055,
484
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485
  "content_similarity": 0.262,
486
  "size_similarity": 0.5,
487
  "breadth_similarity": 1.0,
 
498
  "left_pr_number": 43663,
499
  "right_pr_number": 45055,
500
  "similarity": 0.406,
501
+ "content_similarity": 0.341,
502
  "size_similarity": 0.12,
503
  "breadth_similarity": 1.0,
504
  "concentration_similarity": 1.0,
 
513
  {
514
  "left_pr_number": 44257,
515
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516
+ "similarity": 0.406,
517
+ "content_similarity": 0.314,
518
  "size_similarity": 0.24,
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  "breadth_similarity": 1.0,
520
  "concentration_similarity": 1.0,
 
530
  "left_pr_number": 43651,
531
  "right_pr_number": 44189,
532
  "similarity": 0.399,
533
+ "content_similarity": 0.308,
534
  "size_similarity": 0.222,
535
  "breadth_similarity": 1.0,
536
  "concentration_similarity": 1.0,
 
562
  "left_pr_number": 43636,
563
  "right_pr_number": 44189,
564
  "similarity": 0.392,
565
+ "content_similarity": 0.268,
566
  "size_similarity": 0.364,
567
  "breadth_similarity": 1.0,
568
  "concentration_similarity": 1.0,
 
610
  "left_pr_number": 44257,
611
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612
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+ "content_similarity": 0.23,
614
  "size_similarity": 0.5,
615
  "breadth_similarity": 1.0,
616
  "concentration_similarity": 1.0,
 
640
  },
641
  {
642
  "left_pr_number": 45055,
643
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645
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  "breadth_similarity": 1.0,
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  "concentration_similarity": 1.0,
649
  "shared_filenames": [
 
656
  },
657
  {
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  "left_pr_number": 45055,
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+ "right_pr_number": 45067,
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  "similarity": 0.385,
661
+ "content_similarity": 0.31,
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+ "size_similarity": 0.12,
663
  "breadth_similarity": 1.0,
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  "concentration_similarity": 1.0,
665
  "shared_filenames": [
 
690
  "left_pr_number": 44123,
691
  "right_pr_number": 44189,
692
  "similarity": 0.379,
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+ "content_similarity": 0.312,
694
  "size_similarity": 0.073,
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  "breadth_similarity": 1.0,
696
  "concentration_similarity": 1.0,
 
737
  {
738
  "left_pr_number": 43651,
739
  "right_pr_number": 45055,
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+ "similarity": 0.363,
741
  "content_similarity": 0.268,
742
  "size_similarity": 0.167,
743
  "breadth_similarity": 1.0,
 
770
  "left_pr_number": 44660,
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772
  "similarity": 0.357,
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+ "content_similarity": 0.225,
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  "size_similarity": 0.333,
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  "breadth_similarity": 1.0,
776
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850
  "left_pr_number": 44257,
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  "right_pr_number": 45273,
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  "similarity": 0.338,
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  "size_similarity": 0.333,
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  "breadth_similarity": 1.0,
856
  "concentration_similarity": 1.0,
 
866
  "left_pr_number": 43651,
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  "right_pr_number": 45273,
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  "similarity": 0.327,
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+ "content_similarity": 0.23,
870
  "size_similarity": 0.111,
871
  "breadth_similarity": 1.0,
872
  "concentration_similarity": 1.0,
 
882
  "left_pr_number": 44123,
883
  "right_pr_number": 45273,
884
  "similarity": 0.318,
885
+ "content_similarity": 0.233,
886
  "size_similarity": 0.036,
887
  "breadth_similarity": 1.0,
888
  "concentration_similarity": 1.0,
 
898
  "left_pr_number": 43636,
899
  "right_pr_number": 45273,
900
  "similarity": 0.317,
901
+ "content_similarity": 0.2,
902
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903
  "breadth_similarity": 1.0,
904
  "concentration_similarity": 1.0,
 
938
  "left_pr_number": 34667,
939
  "right_pr_number": 45985,
940
  "similarity": 0.584,
941
+ "content_similarity": 0.463,
942
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943
  "breadth_similarity": 1.0,
944
  "concentration_similarity": 1.0,
 
954
  {
955
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956
  "right_pr_number": 45985,
957
+ "similarity": 0.577,
958
+ "content_similarity": 0.47,
959
  "size_similarity": 0.652,
960
  "breadth_similarity": 1.0,
961
  "concentration_similarity": 1.0,
 
971
  {
972
  "left_pr_number": 45985,
973
  "right_pr_number": 46590,
974
+ "similarity": 0.56,
975
  "content_similarity": 0.458,
976
  "size_similarity": 0.6,
977
  "breadth_similarity": 1.0,
 
989
  "left_pr_number": 34667,
990
  "right_pr_number": 46590,
991
  "similarity": 0.55,
992
+ "content_similarity": 0.396,
993
  "size_similarity": 0.818,
994
  "breadth_similarity": 1.0,
995
  "concentration_similarity": 1.0,
 
1040
  "left_pr_number": 34667,
1041
  "right_pr_number": 46639,
1042
  "similarity": 0.514,
1043
+ "content_similarity": 0.383,
1044
  "size_similarity": 0.636,
1045
  "breadth_similarity": 1.0,
1046
  "concentration_similarity": 1.0,
 
1057
  "left_pr_number": 34667,
1058
  "right_pr_number": 39683,
1059
  "similarity": 0.507,
1060
+ "content_similarity": 0.407,
1061
  "size_similarity": 0.478,
1062
  "breadth_similarity": 1.0,
1063
  "concentration_similarity": 1.0,
 
1090
  {
1091
  "left_pr_number": 39683,
1092
  "right_pr_number": 46639,
1093
+ "similarity": 0.468,
1094
+ "content_similarity": 0.389,
1095
  "size_similarity": 0.304,
1096
  "breadth_similarity": 1.0,
1097
  "concentration_similarity": 1.0,
 
1107
  {
1108
  "left_pr_number": 44872,
1109
  "right_pr_number": 45985,
1110
+ "similarity": 0.444,
1111
+ "content_similarity": 0.377,
1112
  "size_similarity": 0.2,
1113
  "breadth_similarity": 1.0,
1114
  "concentration_similarity": 1.0,
 
1125
  "left_pr_number": 44872,
1126
  "right_pr_number": 46639,
1127
  "similarity": 0.433,
1128
+ "content_similarity": 0.312,
1129
  "size_similarity": 0.429,
1130
  "breadth_similarity": 1.0,
1131
  "concentration_similarity": 1.0,
 
1202
  46161
1203
  ],
1204
  "representative_pr_number": 45627,
1205
+ "average_similarity": 0.419,
1206
  "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.",
1207
  "shared_filenames": [
1208
  "src/transformers/processing_utils.py",
 
1220
  {
1221
  "left_pr_number": 41606,
1222
  "right_pr_number": 44543,
1223
+ "similarity": 0.677,
1224
+ "content_similarity": 0.65,
1225
  "size_similarity": 0.583,
1226
  "breadth_similarity": 1.0,
1227
  "concentration_similarity": 0.683,
 
1238
  {
1239
  "left_pr_number": 45627,
1240
  "right_pr_number": 46161,
1241
+ "similarity": 0.668,
1242
+ "content_similarity": 0.581,
1243
  "size_similarity": 0.747,
1244
  "breadth_similarity": 1.0,
1245
  "concentration_similarity": 0.985,
 
1258
  {
1259
  "left_pr_number": 42668,
1260
  "right_pr_number": 45627,
1261
+ "similarity": 0.656,
1262
+ "content_similarity": 0.798,
1263
  "size_similarity": 0.189,
1264
  "breadth_similarity": 0.216,
1265
  "concentration_similarity": 0.952,
 
1278
  {
1279
  "left_pr_number": 42668,
1280
  "right_pr_number": 46161,
1281
+ "similarity": 0.569,
1282
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1283
  "size_similarity": 0.253,
1284
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1285
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1298
  {
1299
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1300
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1301
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1302
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1303
  "size_similarity": 0.569,
1304
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1305
  "concentration_similarity": 0.881,
 
1316
  {
1317
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1318
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1319
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1320
+ "content_similarity": 0.445,
1321
  "size_similarity": 0.331,
1322
  "breadth_similarity": 0.75,
1323
  "concentration_similarity": 0.802,
 
1334
  {
1335
  "left_pr_number": 44543,
1336
  "right_pr_number": 46161,
1337
+ "similarity": 0.373,
1338
+ "content_similarity": 0.2,
1339
  "size_similarity": 0.566,
1340
  "breadth_similarity": 1.0,
1341
  "concentration_similarity": 0.97,
 
1351
  {
1352
  "left_pr_number": 41606,
1353
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1354
+ "similarity": 0.357,
1355
+ "content_similarity": 0.108,
1356
  "size_similarity": 0.971,
1357
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1358
  "concentration_similarity": 0.712,
 
1368
  {
1369
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1370
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1371
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1372
+ "content_similarity": 0.19,
1373
  "size_similarity": 0.423,
1374
  "breadth_similarity": 1.0,
1375
  "concentration_similarity": 0.985,
 
1385
  {
1386
  "left_pr_number": 42668,
1387
  "right_pr_number": 44543,
1388
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1389
+ "content_similarity": 0.284,
1390
  "size_similarity": 0.446,
1391
  "breadth_similarity": 0.216,
1392
  "concentration_similarity": 0.967,
 
1403
  {
1404
  "left_pr_number": 41606,
1405
  "right_pr_number": 45627,
1406
+ "similarity": 0.315,
1407
+ "content_similarity": 0.102,
1408
  "size_similarity": 0.725,
1409
  "breadth_similarity": 1.0,
1410
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1420
  {
1421
  "left_pr_number": 45422,
1422
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1423
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1424
+ "content_similarity": 0.089,
1425
  "size_similarity": 0.784,
1426
  "breadth_similarity": 0.75,
1427
  "concentration_similarity": 0.816,
 
1437
  {
1438
  "left_pr_number": 45422,
1439
  "right_pr_number": 46161,
1440
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1441
+ "content_similarity": 0.094,
1442
  "size_similarity": 0.586,
1443
  "breadth_similarity": 0.75,
1444
  "concentration_similarity": 0.831,
 
1454
  {
1455
  "left_pr_number": 41606,
1456
  "right_pr_number": 42668,
1457
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1458
+ "content_similarity": 0.245,
1459
  "size_similarity": 0.26,
1460
  "breadth_similarity": 0.216,
1461
  "concentration_similarity": 0.649,
 
1472
  {
1473
  "left_pr_number": 42668,
1474
  "right_pr_number": 45422,
1475
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1476
+ "content_similarity": 0.143,
1477
  "size_similarity": 0.148,
1478
  "breadth_similarity": 0.307,
1479
  "concentration_similarity": 0.768,
 
1713
  }
1714
  ]
1715
  },
1716
+ {
1717
+ "cluster_id": "pr-scope-44974-5",
1718
+ "pr_numbers": [
1719
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1720
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1721
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1722
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1723
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1724
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1725
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1726
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1727
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1728
+ "shared_filenames": [
1729
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1730
+ "tests/utils/test_core_model_loading.py",
1731
+ "tests/test_modeling_common.py"
1732
+ ],
1733
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1734
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1735
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1736
+ "src",
1737
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1738
+ "src/transformers/integrations"
1739
+ ],
1740
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1741
+ {
1742
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1743
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1744
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1745
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1746
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1747
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1748
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1749
+ "shared_filenames": [
1750
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1751
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1752
+ ],
1753
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1754
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1755
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1756
+ "src",
1757
+ "tests"
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+ ]
1759
+ },
1760
+ {
1761
+ "left_pr_number": 45635,
1762
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1763
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1764
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1765
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1766
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1767
+ "concentration_similarity": 0.758,
1768
+ "shared_filenames": [
1769
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1770
+ "tests/utils/test_core_model_loading.py"
1771
+ ],
1772
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1773
+ "src/transformers",
1774
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1775
+ "src",
1776
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+ ]
1778
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1779
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1780
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1781
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1787
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1788
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1789
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1790
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1791
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1792
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1793
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1794
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1795
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1796
+ "tests"
1797
+ ]
1798
+ },
1799
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1800
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1801
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1805
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1806
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1807
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1808
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1809
+ "tests/utils/test_core_model_loading.py"
1810
+ ],
1811
+ "shared_directories": [
1812
+ "src/transformers",
1813
+ "tests/utils",
1814
+ "src",
1815
+ "tests"
1816
+ ]
1817
+ },
1818
+ {
1819
+ "left_pr_number": 45635,
1820
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1821
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1822
+ "content_similarity": 0.481,
1823
+ "size_similarity": 0.189,
1824
+ "breadth_similarity": 0.667,
1825
+ "concentration_similarity": 0.976,
1826
+ "shared_filenames": [
1827
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1828
+ "tests/utils/test_core_model_loading.py"
1829
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1830
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1831
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1832
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1833
+ "src",
1834
+ "tests"
1835
+ ]
1836
+ },
1837
+ {
1838
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1839
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1840
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1841
+ "content_similarity": 0.381,
1842
+ "size_similarity": 0.803,
1843
+ "breadth_similarity": 0.5,
1844
+ "concentration_similarity": 0.586,
1845
+ "shared_filenames": [
1846
+ "src/transformers/core_model_loading.py",
1847
+ "tests/test_modeling_common.py"
1848
+ ],
1849
+ "shared_directories": [
1850
+ "src/transformers",
1851
+ "src",
1852
+ "tests"
1853
+ ]
1854
+ },
1855
+ {
1856
+ "left_pr_number": 44974,
1857
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1858
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1859
+ "content_similarity": 0.303,
1860
+ "size_similarity": 0.735,
1861
+ "breadth_similarity": 0.667,
1862
+ "concentration_similarity": 0.657,
1863
+ "shared_filenames": [
1864
+ "src/transformers/core_model_loading.py"
1865
+ ],
1866
+ "shared_directories": [
1867
+ "src/transformers",
1868
+ "src",
1869
+ "tests"
1870
+ ]
1871
+ },
1872
+ {
1873
+ "left_pr_number": 44974,
1874
+ "right_pr_number": 46651,
1875
+ "similarity": 0.409,
1876
+ "content_similarity": 0.415,
1877
+ "size_similarity": 0.112,
1878
+ "breadth_similarity": 0.533,
1879
+ "concentration_similarity": 0.954,
1880
+ "shared_filenames": [
1881
+ "src/transformers/core_model_loading.py",
1882
+ "tests/utils/test_core_model_loading.py"
1883
+ ],
1884
+ "shared_directories": [
1885
+ "src/transformers",
1886
+ "tests/utils",
1887
+ "src",
1888
+ "tests"
1889
+ ]
1890
+ },
1891
+ {
1892
+ "left_pr_number": 45421,
1893
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1894
+ "similarity": 0.322,
1895
+ "content_similarity": 0.195,
1896
+ "size_similarity": 0.573,
1897
+ "breadth_similarity": 0.583,
1898
+ "concentration_similarity": 0.828,
1899
+ "shared_filenames": [
1900
+ "src/transformers/core_model_loading.py"
1901
+ ],
1902
+ "shared_directories": [
1903
+ "src/transformers",
1904
+ "src",
1905
+ "tests"
1906
+ ]
1907
+ },
1908
+ {
1909
+ "left_pr_number": 45421,
1910
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1911
+ "similarity": 0.172,
1912
+ "content_similarity": 0.123,
1913
+ "size_similarity": 0.152,
1914
+ "breadth_similarity": 0.333,
1915
+ "concentration_similarity": 0.611,
1916
+ "shared_filenames": [
1917
+ "src/transformers/core_model_loading.py"
1918
+ ],
1919
+ "shared_directories": [
1920
+ "src/transformers",
1921
+ "src",
1922
+ "tests"
1923
+ ]
1924
+ }
1925
+ ]
1926
+ },
1927
  {
1928
  "cluster_id": "pr-scope-45293-5",
1929
  "pr_numbers": [
 
1953
  {
1954
  "left_pr_number": 46580,
1955
  "right_pr_number": 46622,
1956
+ "similarity": 0.619,
1957
  "content_similarity": 0.569,
1958
  "size_similarity": 0.893,
1959
  "breadth_similarity": 0.5,
 
1990
  "left_pr_number": 46091,
1991
  "right_pr_number": 46580,
1992
  "similarity": 0.536,
1993
+ "content_similarity": 0.625,
1994
  "size_similarity": 0.224,
1995
  "breadth_similarity": 0.333,
1996
  "concentration_similarity": 0.64,
 
2067
  "left_pr_number": 45293,
2068
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2069
  "similarity": 0.413,
2070
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2071
  "size_similarity": 0.8,
2072
  "breadth_similarity": 1.0,
2073
  "concentration_similarity": 0.97,
 
2084
  {
2085
  "left_pr_number": 45317,
2086
  "right_pr_number": 46091,
2087
+ "similarity": 0.371,
2088
  "content_similarity": 0.326,
2089
  "size_similarity": 0.216,
2090
  "breadth_similarity": 0.667,
 
2118
  "left_pr_number": 45317,
2119
  "right_pr_number": 46580,
2120
  "similarity": 0.239,
2121
+ "content_similarity": 0.007,
2122
  "size_similarity": 0.964,
2123
  "breadth_similarity": 0.5,
2124
  "concentration_similarity": 0.778,
 
2202
  "left_pr_number": 41097,
2203
  "right_pr_number": 46013,
2204
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2205
+ "content_similarity": 0.373,
2206
  "size_similarity": 0.16,
2207
  "breadth_similarity": 1.0,
2208
  "concentration_similarity": 1.0,
 
2217
  {
2218
  "left_pr_number": 43549,
2219
  "right_pr_number": 44547,
2220
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2221
+ "content_similarity": 0.334,
2222
  "size_similarity": 0.267,
2223
  "breadth_similarity": 1.0,
2224
  "concentration_similarity": 1.0,
 
2250
  "left_pr_number": 41097,
2251
  "right_pr_number": 44547,
2252
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2253
+ "content_similarity": 0.305,
2254
  "size_similarity": 0.16,
2255
  "breadth_similarity": 1.0,
2256
  "concentration_similarity": 1.0,
 
2265
  {
2266
  "left_pr_number": 41097,
2267
  "right_pr_number": 46268,
2268
+ "similarity": 0.366,
2269
  "content_similarity": 0.245,
2270
  "size_similarity": 0.72,
2271
  "breadth_similarity": 0.417,
 
2298
  "left_pr_number": 44547,
2299
  "right_pr_number": 46268,
2300
  "similarity": 0.253,
2301
+ "content_similarity": 0.191,
2302
  "size_similarity": 0.222,
2303
  "breadth_similarity": 0.417,
2304
  "concentration_similarity": 0.889,
 
2313
  ]
2314
  },
2315
  {
2316
+ "cluster_id": "pr-scope-46646-4",
2317
  "pr_numbers": [
2318
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2319
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2320
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2321
+ 46649
2322
+ ],
2323
+ "representative_pr_number": 46648,
2324
+ "average_similarity": 0.567,
2325
+ "summary": "4 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `src/transformers/modeling_rope_utils.py`, `src/transformers/models/mobilebert/modeling_mobilebert.py`; representative PR #46648.",
2326
+ "shared_filenames": [
2327
+ "src/transformers/processing_utils.py",
2328
+ "src/transformers/modeling_rope_utils.py",
2329
+ "src/transformers/models/mobilebert/modeling_mobilebert.py"
2330
+ ],
2331
+ "shared_directories": [
2332
+ "src/transformers",
2333
+ "src",
2334
+ "src/transformers/models/mobilebert",
2335
+ "src/transformers/models"
2336
+ ],
2337
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+ {
2339
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2340
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2341
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2343
+ "size_similarity": 0.8,
2344
+ "breadth_similarity": 0.708,
2345
+ "concentration_similarity": 0.9,
2346
+ "shared_filenames": [
2347
+ "src/transformers/modeling_rope_utils.py",
2348
+ "src/transformers/models/mobilebert/modeling_mobilebert.py",
2349
+ "src/transformers/processing_utils.py"
2350
+ ],
2351
+ "shared_directories": [
2352
+ "src/transformers/models/mobilebert",
2353
+ "src/transformers/models",
2354
+ "src/transformers",
2355
+ "src"
2356
+ ]
2357
+ },
2358
+ {
2359
+ "left_pr_number": 46646,
2360
+ "right_pr_number": 46647,
2361
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2362
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2363
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2364
+ "breadth_similarity": 0.75,
2365
+ "concentration_similarity": 1.0,
2366
+ "shared_filenames": [
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+ "src/transformers/processing_utils.py"
2368
+ ],
2369
+ "shared_directories": [
2370
+ "src/transformers",
2371
+ "src"
2372
+ ]
2373
+ },
2374
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2375
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2376
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2377
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2379
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2380
+ "breadth_similarity": 0.583,
2381
+ "concentration_similarity": 0.5,
2382
+ "shared_filenames": [
2383
+ "src/transformers/modeling_rope_utils.py",
2384
+ "src/transformers/processing_utils.py"
2385
+ ],
2386
+ "shared_directories": [
2387
+ "src/transformers",
2388
+ "src"
2389
+ ]
2390
+ },
2391
+ {
2392
+ "left_pr_number": 46647,
2393
+ "right_pr_number": 46649,
2394
+ "similarity": 0.517,
2395
+ "content_similarity": 0.565,
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+ "size_similarity": 0.4,
2397
+ "breadth_similarity": 0.417,
2398
+ "concentration_similarity": 0.4,
2399
+ "shared_filenames": [
2400
+ "src/transformers/modeling_rope_utils.py",
2401
+ "src/transformers/processing_utils.py"
2402
+ ],
2403
+ "shared_directories": [
2404
+ "src/transformers",
2405
+ "src"
2406
+ ]
2407
+ },
2408
+ {
2409
+ "left_pr_number": 46646,
2410
+ "right_pr_number": 46648,
2411
+ "similarity": 0.411,
2412
+ "content_similarity": 0.438,
2413
+ "size_similarity": 0.25,
2414
+ "breadth_similarity": 0.417,
2415
+ "concentration_similarity": 0.5,
2416
+ "shared_filenames": [
2417
+ "src/transformers/processing_utils.py"
2418
+ ],
2419
+ "shared_directories": [
2420
+ "src/transformers",
2421
+ "src"
2422
+ ]
2423
+ },
2424
+ {
2425
+ "left_pr_number": 46646,
2426
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2427
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2428
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2429
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2430
+ "breadth_similarity": 0.292,
2431
+ "concentration_similarity": 0.4,
2432
+ "shared_filenames": [
2433
+ "src/transformers/processing_utils.py"
2434
+ ],
2435
+ "shared_directories": [
2436
+ "src/transformers",
2437
+ "src"
2438
+ ]
2439
+ }
2440
+ ]
2441
+ },
2442
+ {
2443
+ "cluster_id": "pr-scope-42975-4",
2444
+ "pr_numbers": [
2445
+ 42975,
2446
  42976,
2447
  45077,
2448
  46564
 
2469
  "left_pr_number": 42975,
2470
  "right_pr_number": 46564,
2471
  "similarity": 0.678,
2472
+ "content_similarity": 0.717,
2473
  "size_similarity": 0.206,
2474
  "breadth_similarity": 0.955,
2475
  "concentration_similarity": 1.0,
 
2518
  {
2519
  "left_pr_number": 42976,
2520
  "right_pr_number": 46564,
2521
+ "similarity": 0.56,
2522
  "content_similarity": 0.535,
2523
  "size_similarity": 0.489,
2524
  "breadth_similarity": 0.617,
 
2565
  {
2566
  "left_pr_number": 42976,
2567
  "right_pr_number": 45077,
2568
+ "similarity": 0.474,
2569
  "content_similarity": 0.495,
2570
  "size_similarity": 0.074,
2571
  "breadth_similarity": 0.659,
 
2606
  }
2607
  ]
2608
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2609
  {
2610
  "cluster_id": "pr-scope-45202-4",
2611
  "pr_numbers": [
 
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2617
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2618
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2619
  "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.",
2620
  "shared_filenames": [
2621
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2638
  {
2639
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2642
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2645
  "concentration_similarity": 0.989,
 
2666
  {
2667
  "left_pr_number": 45294,
2668
  "right_pr_number": 45883,
2669
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2670
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2671
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2672
  "breadth_similarity": 0.325,
2673
  "concentration_similarity": 0.908,
 
2685
  {
2686
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2687
  "right_pr_number": 45883,
2688
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2690
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  {
2705
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2710
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2711
  "concentration_similarity": 1.0,
 
2723
  {
2724
  "left_pr_number": 45202,
2725
  "right_pr_number": 45438,
2726
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2727
+ "content_similarity": 0.438,
2728
  "size_similarity": 0.01,
2729
  "breadth_similarity": 0.325,
2730
  "concentration_similarity": 0.92,
 
2742
  {
2743
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2744
  "right_pr_number": 45294,
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2746
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2747
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2748
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2749
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2849
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2850
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2851
  "similarity": 0.452,
2852
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2853
  "size_similarity": 0.879,
2854
  "breadth_similarity": 1.0,
2855
  "concentration_similarity": 0.782,
 
2878
  "tests/kernels/test_kernels.py"
2879
  ],
2880
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2881
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2882
+ "src/transformers",
2883
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2884
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2887
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2888
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2892
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+ "concentration_similarity": 0.62,
2896
+ "shared_filenames": [
2897
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2898
+ "tests/kernels/test_kernels.py"
2899
+ ],
2900
+ "shared_directories": [
2901
+ "src/transformers/integrations",
2902
+ "src/transformers",
2903
+ "tests/kernels",
2904
+ "src",
2905
+ "tests"
2906
+ ]
2907
+ }
2908
+ ]
2909
+ },
2910
+ {
2911
+ "cluster_id": "pr-scope-46099-4",
2912
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2921
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2922
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2923
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2924
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2925
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2926
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2927
+ "src/transformers/models/qwen3_omni_moe/configuration_qwen3_omni_moe.py",
2928
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2929
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2930
+ ],
2931
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2932
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2933
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2934
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2935
+ "src/transformers/models/mixtral",
2936
+ "src/transformers/models/olmoe",
2937
+ "src/transformers/models/qwen3_moe",
2938
+ "src/transformers/models/qwen3_vl_moe",
2939
+ "src/transformers/models/qwen3_omni_moe"
2940
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2943
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+ "concentration_similarity": 0.835,
2950
+ "shared_filenames": [
2951
+ "src/transformers/distributed/tensor_parallel.py",
2952
+ "src/transformers/models/flex_olmo/configuration_flex_olmo.py",
2953
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2954
+ "src/transformers/models/gemma4/configuration_gemma4.py",
2955
+ "src/transformers/models/laguna/configuration_laguna.py",
2956
+ "src/transformers/models/laguna/modular_laguna.py",
2957
+ "src/transformers/models/llama4/configuration_llama4.py",
2958
+ "src/transformers/models/mellum/configuration_mellum.py",
2959
+ "src/transformers/models/mixtral/configuration_mixtral.py",
2960
+ "src/transformers/models/olmoe/configuration_olmoe.py"
2961
+ ],
2962
+ "shared_directories": [
2963
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2964
+ "src/transformers/models/deepseek_v2",
2965
+ "src/transformers/models/deepseek_v3",
2966
+ "src/transformers/models/dots1",
2967
+ "src/transformers/models/ernie4_5_moe",
2968
+ "src/transformers/models/exaone_moe",
2969
+ "src/transformers/models/flex_olmo",
2970
+ "src/transformers/models/gemma4",
2971
+ "src/transformers/models/glm4_moe",
2972
+ "src/transformers/models/glm4_moe_lite"
2973
+ ]
2974
+ },
2975
+ {
2976
+ "left_pr_number": 46269,
2977
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2978
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2979
+ "content_similarity": 0.449,
2980
+ "size_similarity": 0.161,
2981
+ "breadth_similarity": 0.585,
2982
+ "concentration_similarity": 0.964,
2983
+ "shared_filenames": [
2984
+ "src/transformers/configuration_utils.py",
2985
+ "src/transformers/distributed/__init__.py",
2986
+ "src/transformers/distributed/configuration_utils.py",
2987
+ "src/transformers/distributed/fsdp.py",
2988
+ "src/transformers/distributed/tensor_parallel.py",
2989
+ "src/transformers/distributed/utils.py",
2990
+ "src/transformers/modeling_utils.py",
2991
+ "src/transformers/models/afmoe/modeling_afmoe.py",
2992
+ "src/transformers/models/afmoe/modular_afmoe.py",
2993
+ "src/transformers/models/apertus/modeling_apertus.py"
2994
+ ],
2995
+ "shared_directories": [
2996
+ "src/transformers/models/afmoe",
2997
+ "src/transformers/models/apertus",
2998
+ "src/transformers/models/arcee",
2999
+ "src/transformers/models/aria",
3000
+ "src/transformers/models/bamba",
3001
+ "src/transformers/models/bitnet",
3002
+ "src/transformers/models/cohere",
3003
+ "src/transformers/models/cohere2",
3004
+ "src/transformers/models/cohere2_moe",
3005
+ "src/transformers/models/csm"
3006
+ ]
3007
+ },
3008
+ {
3009
+ "left_pr_number": 46099,
3010
+ "right_pr_number": 46269,
3011
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3012
+ "content_similarity": 0.481,
3013
+ "size_similarity": 0.013,
3014
+ "breadth_similarity": 0.303,
3015
+ "concentration_similarity": 0.796,
3016
+ "shared_filenames": [
3017
+ "src/transformers/distributed/tensor_parallel.py",
3018
+ "src/transformers/modeling_utils.py",
3019
+ "src/transformers/models/apertus/configuration_apertus.py",
3020
+ "src/transformers/models/apertus/modular_apertus.py",
3021
+ "src/transformers/models/arcee/configuration_arcee.py",
3022
+ "src/transformers/models/arcee/modular_arcee.py",
3023
+ "src/transformers/models/aria/configuration_aria.py",
3024
+ "src/transformers/models/cohere/configuration_cohere.py",
3025
+ "src/transformers/models/cohere2/configuration_cohere2.py",
3026
+ "src/transformers/models/cohere2/modular_cohere2.py"
3027
+ ],
3028
+ "shared_directories": [
3029
+ "src/transformers/models/apertus",
3030
+ "src/transformers/models/arcee",
3031
+ "src/transformers/models/aria",
3032
+ "src/transformers/models/cohere",
3033
+ "src/transformers/models/cohere2",
3034
+ "src/transformers/models/cwm",
3035
+ "src/transformers/models/deepseek_v2",
3036
+ "src/transformers/models/ernie4_5",
3037
+ "src/transformers/models/eurobert",
3038
+ "src/transformers/models/exaone4"
3039
+ ]
3040
+ },
3041
+ {
3042
+ "left_pr_number": 46099,
3043
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3044
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3045
+ "content_similarity": 0.327,
3046
+ "size_similarity": 0.089,
3047
+ "breadth_similarity": 0.745,
3048
+ "concentration_similarity": 0.996,
3049
+ "shared_filenames": [
3050
+ "src/transformers/distributed/tensor_parallel.py",
3051
+ "src/transformers/models/deepseek_v2/configuration_deepseek_v2.py",
3052
+ "src/transformers/models/deepseek_v2/modular_deepseek_v2.py",
3053
+ "src/transformers/models/minimax_m2/configuration_minimax_m2.py",
3054
+ "src/transformers/models/minimax_m2/modular_minimax_m2.py",
3055
+ "src/transformers/models/mixtral/configuration_mixtral.py",
3056
+ "src/transformers/models/olmoe/configuration_olmoe.py",
3057
+ "src/transformers/models/qwen3_moe/configuration_qwen3_moe.py",
3058
+ "src/transformers/models/qwen3_omni_moe/configuration_qwen3_omni_moe.py",
3059
+ "src/transformers/models/qwen3_vl_moe/configuration_qwen3_vl_moe.py"
3060
+ ],
3061
+ "shared_directories": [
3062
+ "src/transformers/models/deepseek_v2",
3063
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3064
+ "src/transformers/models/mixtral",
3065
+ "src/transformers/models/olmoe",
3066
+ "src/transformers/models/qwen3_moe",
3067
+ "src/transformers/models/qwen3_omni_moe",
3068
+ "src/transformers/models/qwen3_vl_moe",
3069
+ "src/transformers/models/solar_open",
3070
+ "src/transformers/distributed",
3071
+ "src/transformers/models"
3072
+ ]
3073
+ },
3074
+ {
3075
+ "left_pr_number": 46269,
3076
+ "right_pr_number": 46290,
3077
+ "similarity": 0.358,
3078
+ "content_similarity": 0.391,
3079
+ "size_similarity": 0.148,
3080
+ "breadth_similarity": 0.223,
3081
+ "concentration_similarity": 0.8,
3082
+ "shared_filenames": [
3083
+ "src/transformers/distributed/tensor_parallel.py",
3084
+ "src/transformers/integrations/moe.py",
3085
+ "src/transformers/models/cohere2_moe/configuration_cohere2_moe.py",
3086
+ "src/transformers/models/deepseek_v2/configuration_deepseek_v2.py",
3087
+ "src/transformers/models/deepseek_v2/modular_deepseek_v2.py",
3088
+ "src/transformers/models/deepseek_v3/configuration_deepseek_v3.py",
3089
+ "src/transformers/models/dots1/configuration_dots1.py",
3090
+ "src/transformers/models/dots1/modular_dots1.py",
3091
+ "src/transformers/models/ernie4_5_moe/configuration_ernie4_5_moe.py",
3092
+ "src/transformers/models/ernie4_5_vl_moe/configuration_ernie4_5_vl_moe.py"
3093
+ ],
3094
+ "shared_directories": [
3095
+ "src/transformers/models/cohere2_moe",
3096
+ "src/transformers/models/deepseek_v2",
3097
+ "src/transformers/models/deepseek_v3",
3098
+ "src/transformers/models/dots1",
3099
+ "src/transformers/models/ernie4_5_moe",
3100
+ "src/transformers/models/ernie4_5_vl_moe",
3101
+ "src/transformers/models/exaone_moe",
3102
+ "src/transformers/models/flex_olmo",
3103
+ "src/transformers/models/gemma4",
3104
+ "src/transformers/models/glm4_moe"
3105
  ]
3106
  },
3107
  {
3108
+ "left_pr_number": 46099,
3109
+ "right_pr_number": 46292,
3110
+ "similarity": 0.289,
3111
+ "content_similarity": 0.262,
3112
+ "size_similarity": 0.081,
3113
+ "breadth_similarity": 0.515,
3114
+ "concentration_similarity": 0.832,
3115
  "shared_filenames": [
3116
+ "src/transformers/distributed/tensor_parallel.py",
3117
+ "src/transformers/modeling_utils.py",
3118
+ "src/transformers/models/mixtral/configuration_mixtral.py",
3119
+ "src/transformers/models/olmoe/configuration_olmoe.py",
3120
+ "src/transformers/models/qwen3_moe/configuration_qwen3_moe.py",
3121
+ "src/transformers/models/qwen3_omni_moe/configuration_qwen3_omni_moe.py",
3122
+ "src/transformers/models/qwen3_vl_moe/configuration_qwen3_vl_moe.py"
3123
  ],
3124
  "shared_directories": [
3125
+ "src/transformers/models/apertus",
3126
+ "src/transformers/models/arcee",
3127
+ "src/transformers/models/aria",
3128
+ "src/transformers/models/cohere",
3129
+ "src/transformers/models/cohere2",
3130
+ "src/transformers/models/cwm",
3131
+ "src/transformers/models/deepseek_v2",
3132
+ "src/transformers/models/ernie4_5",
3133
+ "src/transformers/models/eurobert",
3134
+ "src/transformers/models/exaone4"
3135
  ]
3136
  }
3137
  ]
 
3176
  {
3177
  "left_pr_number": 45060,
3178
  "right_pr_number": 46152,
3179
+ "similarity": 0.44,
3180
+ "content_similarity": 0.347,
3181
  "size_similarity": 0.95,
3182
  "breadth_similarity": 0.333,
3183
  "concentration_similarity": 0.421,
 
3194
  "left_pr_number": 44385,
3195
  "right_pr_number": 44615,
3196
  "similarity": 0.412,
3197
+ "content_similarity": 0.343,
3198
  "size_similarity": 0.371,
3199
  "breadth_similarity": 0.667,
3200
  "concentration_similarity": 1.0,
 
3371
  {
3372
  "left_pr_number": 34925,
3373
  "right_pr_number": 44981,
3374
+ "similarity": 0.321,
3375
  "content_similarity": 0.166,
3376
  "size_similarity": 0.448,
3377
  "breadth_similarity": 1.0,
 
3834
  46632
3835
  ],
3836
  "representative_pr_number": 46632,
3837
+ "average_similarity": 0.565,
3838
  "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46632.",
3839
  "shared_filenames": [
3840
  "tests/utils/test_modeling_utils.py",
 
3850
  {
3851
  "left_pr_number": 46207,
3852
  "right_pr_number": 46632,
3853
+ "similarity": 0.616,
3854
+ "content_similarity": 0.526,
3855
  "size_similarity": 0.673,
3856
  "breadth_similarity": 1.0,
3857
  "concentration_similarity": 0.935,
 
3870
  "left_pr_number": 44940,
3871
  "right_pr_number": 46632,
3872
  "similarity": 0.546,
3873
+ "content_similarity": 0.501,
3874
  "size_similarity": 0.446,
3875
  "breadth_similarity": 0.833,
3876
  "concentration_similarity": 0.903,
 
4153
  "left_pr_number": 43656,
4154
  "right_pr_number": 44682,
4155
  "similarity": 0.447,
4156
+ "content_similarity": 0.5,
4157
  "size_similarity": 0.048,
4158
  "breadth_similarity": 0.5,
4159
  "concentration_similarity": 0.802,
 
4206
  {
4207
  "left_pr_number": 45548,
4208
  "right_pr_number": 45649,
4209
+ "similarity": 0.507,
4210
+ "content_similarity": 0.514,
4211
  "size_similarity": 0.149,
4212
  "breadth_similarity": 0.75,
4213
  "concentration_similarity": 1.0,
 
4222
  {
4223
  "left_pr_number": 45649,
4224
  "right_pr_number": 45655,
4225
+ "similarity": 0.496,
4226
+ "content_similarity": 0.328,
4227
  "size_similarity": 0.778,
4228
  "breadth_similarity": 1.0,
4229
  "concentration_similarity": 1.0,
 
4239
  "left_pr_number": 45548,
4240
  "right_pr_number": 45655,
4241
  "similarity": 0.343,
4242
+ "content_similarity": 0.27,
4243
  "size_similarity": 0.191,
4244
  "breadth_similarity": 0.75,
4245
  "concentration_similarity": 1.0,
 
4317
  {
4318
  "left_pr_number": 46124,
4319
  "right_pr_number": 46615,
4320
+ "similarity": 0.35,
4321
+ "content_similarity": 0.233,
4322
  "size_similarity": 0.286,
4323
  "breadth_similarity": 1.0,
4324
  "concentration_similarity": 0.883,
 
4421
  }
4422
  ]
4423
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4424
  {
4425
  "cluster_id": "pr-scope-45709-3",
4426
  "pr_numbers": [
 
4429
  46211
4430
  ],
4431
  "representative_pr_number": 45742,
4432
+ "average_similarity": 0.417,
4433
  "summary": "3 open PRs share weighted file overlap around `tests/models/llama/test_modeling_llama.py`, `src/transformers/models/llama/configuration_llama.py`, `src/transformers/models/llama/modeling_llama.py`; representative PR #45742.",
4434
  "shared_filenames": [
4435
  "tests/models/llama/test_modeling_llama.py",
 
4449
  {
4450
  "left_pr_number": 45742,
4451
  "right_pr_number": 46211,
4452
+ "similarity": 0.564,
4453
+ "content_similarity": 0.502,
4454
  "size_similarity": 0.963,
4455
  "breadth_similarity": 0.25,
4456
  "concentration_similarity": 0.852,
4457
  "shared_filenames": [
4458
  "src/transformers/models/llama/configuration_llama.py",
4459
  "tests/models/llama/test_modeling_llama.py"
4460
+ ],
4461
+ "shared_directories": [
4462
+ "src/transformers/models/llama",
4463
+ "src/transformers/models",
4464
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4469
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4470
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4472
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4478
+ "concentration_similarity": 0.72,
4479
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4480
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4481
  ],
4482
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4483
+ "src/transformers/models/llama",
4484
+ "src/transformers/models",
4485
+ "src/transformers",
4486
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4487
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4488
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4490
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4501
+ "src/transformers",
4502
+ "src"
4503
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4504
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4505
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4610
  "left_pr_number": 33686,
4611
  "right_pr_number": 44550,
4612
  "similarity": 0.387,
4613
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4614
  "size_similarity": 1.0,
4615
  "breadth_similarity": 1.0,
4616
  "concentration_similarity": 1.0,
 
4626
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4627
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4628
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4629
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4630
  "size_similarity": 0.957,
4631
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4632
  "concentration_similarity": 1.0,
 
4640
  {
4641
  "left_pr_number": 33686,
4642
  "right_pr_number": 44407,
4643
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  "content_similarity": 0.08,
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  "size_similarity": 0.957,
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  "breadth_similarity": 1.0,
 
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5029
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  "shared_filenames": [
5033
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5034
  "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
5035
  "src/transformers/models/jamba/modeling_jamba.py",
5036
  "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
5037
+ "src/transformers/models/mixtral/modular_mixtral.py",
5038
  "src/transformers/models/phimoe/modeling_phimoe.py",
5039
  "src/transformers/models/dbrx/modeling_dbrx.py",
5040
+ "src/transformers/models/flex_olmo/modeling_flex_olmo.py"
 
5041
  ],
5042
  "shared_directories": [
5043
  "src/transformers/models/jetmoe",
 
5053
  {
5054
  "left_pr_number": 43543,
5055
  "right_pr_number": 43775,
5056
+ "similarity": 0.774,
5057
+ "content_similarity": 0.877,
5058
  "size_similarity": 0.191,
5059
  "breadth_similarity": 0.811,
5060
  "concentration_similarity": 0.996,
 
5107
  "left_pr_number": 45606,
5108
  "right_pr_number": 45607,
5109
  "similarity": 0.769,
5110
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5111
  "size_similarity": 0.778,
5112
  "breadth_similarity": 0.417,
5113
  "concentration_similarity": 0.778,
 
5246
  "left_pr_number": 42824,
5247
  "right_pr_number": 46461,
5248
  "similarity": 0.717,
5249
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5250
  "size_similarity": 0.652,
5251
  "breadth_similarity": 0.5,
5252
  "concentration_similarity": 0.928,
 
5322
  "left_pr_number": 43779,
5323
  "right_pr_number": 43816,
5324
  "similarity": 0.663,
5325
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5326
  "size_similarity": 0.25,
5327
  "breadth_similarity": 1.0,
5328
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5376
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5377
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5378
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5379
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5380
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5381
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5385
+ "representative_pr_number": 45682,
5386
+ "average_similarity": 0.609,
5387
+ "summary": "2 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.",
5388
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5389
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5410
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5411
+ ],
5412
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5413
+ "src/transformers/integrations",
5414
+ "src/transformers",
5415
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5416
+ "src",
5417
+ "tests"
5418
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5419
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5423
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5424
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5631
  "left_pr_number": 45541,
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  "size_similarity": 0.519,
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  "breadth_similarity": 1.0,
5637
  "concentration_similarity": 1.0,
 
5652
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5653
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5654
  "representative_pr_number": 43488,
5655
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5656
  "summary": "2 open PRs share weighted file overlap around `src/transformers/dependency_versions_table.py`, `setup.py`; representative PR #43488.",
5657
  "shared_filenames": [
5658
  "src/transformers/dependency_versions_table.py",
 
5666
  {
5667
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5668
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5669
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5670
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5671
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5672
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5673
  "concentration_similarity": 0.727,
 
5808
  "left_pr_number": 43532,
5809
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5810
  "similarity": 0.492,
5811
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5812
  "size_similarity": 0.395,
5813
  "breadth_similarity": 0.875,
5814
  "concentration_similarity": 0.893,
 
5829
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5830
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5831
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5832
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5833
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5834
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5838
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5841
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5842
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5843
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5844
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5845
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5849
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5850
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5851
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5854
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5856
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5857
+ "size_similarity": 0.286,
5858
+ "breadth_similarity": 0.417,
5859
+ "concentration_similarity": 0.571,
5860
+ "shared_filenames": [
5861
+ "src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py",
5862
+ "src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py"
5863
+ ],
5864
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5865
+ "src/transformers/models/moonshine_streaming",
5866
+ "src/transformers/models",
5867
+ "src/transformers",
5868
+ "src"
5869
+ ]
5870
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5871
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5872
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5874
  "cluster_id": "pr-scope-45540-2",
5875
  "pr_numbers": [
 
5877
  45868
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5879
  "representative_pr_number": 45540,
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  "summary": "2 open PRs share weighted file overlap around `tests/models/t5gemma2/test_modeling_t5gemma2.py`, `src/transformers/models/t5gemma2/modular_t5gemma2.py`, `src/transformers/models/t5gemma2/modeling_t5gemma2.py`; representative PR #45540.",
5882
  "shared_filenames": [
5883
  "tests/models/t5gemma2/test_modeling_t5gemma2.py",
 
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  {
5898
  "left_pr_number": 45540,
5899
  "right_pr_number": 45868,
5900
+ "similarity": 0.486,
5901
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5902
  "size_similarity": 0.593,
5903
  "breadth_similarity": 1.0,
5904
  "concentration_similarity": 0.936,
 
5919
  }
5920
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5921
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5922
  {
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  "cluster_id": "pr-scope-45300-2",
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  "representative_pr_number": 46113,
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  "summary": "2 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`; representative PR #46113.",
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  "shared_filenames": [
6067
  "src/transformers/distributed/utils.py"
 
6075
  {
6076
  "left_pr_number": 46113,
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  "right_pr_number": 46126,
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  "size_similarity": 0.302,
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  "breadth_similarity": 0.292,
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  "concentration_similarity": 0.603,
 
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6092
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6093
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6094
  {
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  "cluster_id": "pr-scope-40755-2",
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  "pr_numbers": [
 
6186
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  "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/hub_kernels.py`; representative PR #41458.",
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  "shared_filenames": [
6192
  "src/transformers/integrations/hub_kernels.py"
 
6201
  {
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  "left_pr_number": 41458,
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  "right_pr_number": 46423,
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  "size_similarity": 0.577,
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  "breadth_similarity": 0.875,
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  "concentration_similarity": 0.91,
 
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  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.",
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  "shared_filenames": [
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