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Refresh transformers dataset snapshot 20260618T000034Z

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Files changed (21) hide show
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1
  # New Contributor Report: huggingface/transformers
2
 
3
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- - Generated: `2026-06-17T18:03:43Z`
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  | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5087d | `2026-03-13T14:45:22Z` | 6 | 10 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
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@@ -147,6 +146,7 @@
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@@ -220,7 +220,6 @@
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  | `AzeezIsh` | [profile](https://github.com/AzeezIsh) | no | FIRST_TIME_CONTRIBUTOR | 1650d | `2026-06-04T16:46:37Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
225
  | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
226
  | `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 |
@@ -280,6 +279,7 @@
280
  | `Kabir08` | [profile](https://github.com/Kabir08) | no | NONE | 2216d | `2026-04-19T08:27:15Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
281
  | `Kaisan10` | [profile](https://github.com/Kaisan10) | no | NONE | 1151d | `2026-05-02T07:35:16Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
282
  | `kemuxiaozi000` | [profile](https://github.com/kemuxiaozi000) | no | FIRST_TIME_CONTRIBUTOR | 3406d | `2026-06-17T09:00:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
283
  | `kfojcik-intel` | [profile](https://github.com/kfojcik-intel) | no | FIRST_TIME_CONTRIBUTOR | 1976d | `2026-05-18T08:12:12Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
284
  | `kiankyars` | [profile](https://github.com/kiankyars) | no | NONE | 2112d | `2026-05-23T05:32:32Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
285
  | `kiwigitops` | [profile](https://github.com/kiwigitops) | no | CONTRIBUTOR | 81d | `2026-05-18T23:18:34Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
@@ -295,7 +295,7 @@
295
  | `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
296
  | `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
297
  | `mbknust` | [profile](https://github.com/mbknust) | no | FIRST_TIME_CONTRIBUTOR | 2645d | `2026-06-09T15:50:35Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
298
- | `MelkiZedekICT` | [profile](https://github.com/MelkiZedekICT) | yes | FIRST_TIME_CONTRIBUTOR | 515d | `2026-06-17T17:52:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
299
  | `Melnuno` | [profile](https://github.com/Melnuno) | no | NONE | 2376d | `2026-05-05T17:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
300
  | `Mi-Jiazhi` | [profile](https://github.com/Mi-Jiazhi) | no | FIRST_TIME_CONTRIBUTOR | 2414d | `2026-06-04T14:08:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
301
  | `Minato95-ayu` | [profile](https://github.com/Minato95-ayu) | no | FIRST_TIME_CONTRIBUTOR | 657d | `2026-06-16T07:26:24Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
@@ -548,12 +548,12 @@ Example artifacts:
548
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
549
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
550
  - repo first seen: `2025-08-26T12:13:50Z`
551
- - repo last seen: `2026-06-17T17:34:56Z`
552
  - first seen in snapshot: **no**
553
  - repo association: **MEMBER**
554
  - repo primary artifacts: **54**
555
  - snapshot authored PRs/issues: **52 PRs / 2 issues**
556
- - snapshot discussion activity: **675 comments / 1232 reviews / 4879 review comments**
557
  - account age: **1991 days**
558
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
559
  - public orgs: none visible
@@ -938,12 +938,12 @@ Example artifacts:
938
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
939
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
940
  - repo first seen: `2025-12-24T11:54:53Z`
941
- - repo last seen: `2026-06-17T08:44:14Z`
942
  - first seen in snapshot: **no**
943
  - repo association: **CONTRIBUTOR**
944
  - repo primary artifacts: **20**
945
  - snapshot authored PRs/issues: **20 PRs / 0 issues**
946
- - snapshot discussion activity: **27 comments / 102 reviews / 102 review comments**
947
  - account age: **1497 days**
948
  - recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
949
  - public orgs: none visible
@@ -952,7 +952,7 @@ Example artifacts:
952
 
953
  Example artifacts:
954
  - [PR #46401: [blip_2] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46401) — closed, merged
955
- - [PR #46320: [RecurrentGemma] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46320) — open
956
  - [PR #46317: [Zamba] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46317) — closed, merged
957
 
958
  ### `Abdennacer-Badaoui`
@@ -984,12 +984,12 @@ Example artifacts:
984
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun)
985
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun)
986
  - repo first seen: `2024-10-24T15:39:49Z`
987
- - repo last seen: `2026-06-10T09:29:49Z`
988
  - first seen in snapshot: **no**
989
  - repo association: **MEMBER**
990
  - repo primary artifacts: **17**
991
  - snapshot authored PRs/issues: **17 PRs / 0 issues**
992
- - snapshot discussion activity: **6 comments / 14 reviews / 18 review comments**
993
  - account age: **3365 days**
994
  - recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
995
  - public orgs: `huggingface`
@@ -1896,12 +1896,12 @@ Example artifacts:
1896
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acasinca)
1897
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acasinca)
1898
  - repo first seen: `2025-12-10T12:31:18Z`
1899
- - repo last seen: `2026-05-19T16:12:58Z`
1900
  - first seen in snapshot: **no**
1901
  - repo association: **CONTRIBUTOR**
1902
  - repo primary artifacts: **10**
1903
  - snapshot authored PRs/issues: **8 PRs / 2 issues**
1904
- - snapshot discussion activity: **19 comments / 31 reviews / 31 review comments**
1905
  - account age: **2626 days**
1906
  - recent public PR activity: **22 PRs** (17 merged / 1 closed-unmerged / 4 open; merged rate **77%**, closed-unmerged rate **5%**, open rate **18%**)
1907
  - public orgs: none visible
@@ -2034,29 +2034,6 @@ Example artifacts:
2034
  - [PR #43915: add PaddleOCR-VL conversion](https://github.com/huggingface/transformers/pull/43915) — closed
2035
  - [Issue #41950: video-classification pipeline looks for image processors](https://github.com/huggingface/transformers/issues/41950) — closed
2036
 
2037
- ### `Jah-yee`
2038
-
2039
- - profile: [github.com/Jah-yee](https://github.com/Jah-yee)
2040
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJah-yee)
2041
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJah-yee)
2042
- - repo first seen: `2026-04-16T00:55:40Z`
2043
- - repo last seen: `2026-04-19T11:59:23Z`
2044
- - first seen in snapshot: **no**
2045
- - repo association: **NONE**
2046
- - repo primary artifacts: **4**
2047
- - snapshot authored PRs/issues: **4 PRs / 0 issues**
2048
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
2049
- - account age: **736 days**
2050
- - recent public PR activity: **836 PRs** (85 merged / 334 closed-unmerged / 417 open; merged rate **10%**, closed-unmerged rate **40%**, open rate **50%**)
2051
- - public orgs: `hackclub`, `Spark-Lab-Global`, `Info-Tech-org`, `effectorHQ`
2052
- - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
2053
- - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
2054
-
2055
- Example artifacts:
2056
- - [PR #45515: Fix CUDA availability check in get_device_properties()](https://github.com/huggingface/transformers/pull/45515) — closed
2057
- - [PR #45509: Fix get_device_properties crash when CUDA is installed but no GPU](https://github.com/huggingface/transformers/pull/45509) — closed
2058
- - [PR #45467: Fix MPS SDPA output shape when value head dim differs from query head dim](https://github.com/huggingface/transformers/pull/45467) — closed
2059
-
2060
  ### `McPatate`
2061
 
2062
  - profile: [github.com/McPatate](https://github.com/McPatate)
@@ -3584,6 +3561,29 @@ Example artifacts:
3584
  - [PR #45442: Update workflow references to new commit hash](https://github.com/huggingface/transformers/pull/45442) — closed, merged
3585
  - [Issue #45182: 🔒 Track: Pin GitHub Actions to commit SHAs](https://github.com/huggingface/transformers/issues/45182) — closed
3586
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3587
  ### `javierdejesusda`
3588
 
3589
  - profile: [github.com/javierdejesusda](https://github.com/javierdejesusda)
@@ -4506,7 +4506,7 @@ Example artifacts:
4506
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asisaman)
4507
  - repo first seen: `2026-06-17T15:54:08Z`
4508
  - repo last seen: `2026-06-17T16:07:08Z`
4509
- - first seen in snapshot: **yes**
4510
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4511
  - repo primary artifacts: **2**
4512
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
@@ -5173,27 +5173,6 @@ Example artifacts:
5173
  Example artifacts:
5174
  - [PR #46068: fix: adapt Whisper models to use self.loss_function with num_items_in_batch support](https://github.com/huggingface/transformers/pull/46068) — closed
5175
 
5176
- ### `avasis-ai`
5177
-
5178
- - profile: [github.com/avasis-ai](https://github.com/avasis-ai)
5179
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aavasis-ai)
5180
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aavasis-ai)
5181
- - repo first seen: `2026-04-18T21:48:22Z`
5182
- - repo last seen: `2026-04-18T21:48:22Z`
5183
- - first seen in snapshot: **no**
5184
- - repo association: **CONTRIBUTOR**
5185
- - repo primary artifacts: **1**
5186
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
5187
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5188
- - account age: **30 days**
5189
- - recent public PR activity: **51 PRs** (1 merged / 20 closed-unmerged / 30 open; merged rate **2%**, closed-unmerged rate **39%**, open rate **59%**)
5190
- - public orgs: none visible
5191
- - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
5192
- - heuristic read: **very new account; high recent PR volume; very broad repo spread; high open PR share**
5193
-
5194
- Example artifacts:
5195
- - [PR #45508: [Doc] Fix 'tokenized' -> 'tokenizer' typo in streamer docstrings](https://github.com/huggingface/transformers/pull/45508) — closed, merged
5196
-
5197
  ### `AzeezIsh`
5198
 
5199
  - profile: [github.com/AzeezIsh](https://github.com/AzeezIsh)
@@ -6433,6 +6412,27 @@ Example artifacts:
6433
  Example artifacts:
6434
  - [PR #46713: feat(model): add bailing v3 model](https://github.com/huggingface/transformers/pull/46713) — open
6435
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6436
  ### `kfojcik-intel`
6437
 
6438
  - profile: [github.com/kfojcik-intel](https://github.com/kfojcik-intel)
@@ -6755,7 +6755,7 @@ Example artifacts:
6755
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMelkiZedekICT)
6756
  - repo first seen: `2026-06-17T17:52:55Z`
6757
  - repo last seen: `2026-06-17T17:52:55Z`
6758
- - first seen in snapshot: **yes**
6759
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6760
  - repo primary artifacts: **1**
6761
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260618T000034Z`
4
+ - Generated: `2026-06-18T00:01:24Z`
5
  - Activity window: `60d`
6
  - Contributors: `358`
7
 
 
79
  | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5087d | `2026-03-13T14:45:22Z` | 6 | 10 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
80
  | `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
81
  | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 4 | 1 | mixed | moderate | low | — |
 
82
  | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-09-05T15:52:11Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
83
  | `rtrompier` | [profile](https://github.com/rtrompier) | no | MEMBER | 4939d | `2026-04-15T08:26:45Z` | 4 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share |
84
  | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 
146
  | `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
147
  | `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 4 | 2 | weak | low | low | high open PR share; no visible non-self stars |
148
  | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
149
+ | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 736d | `2026-04-16T00:55:40Z` | 4 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
150
  | `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 4 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
151
  | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
152
  | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 
188
  | `Reigenleif` | [profile](https://github.com/Reigenleif) | no | NONE | 1631d | `2026-06-06T14:24:41Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
189
  | `ronansgd` | [profile](https://github.com/ronansgd) | no | FIRST_TIME_CONTRIBUTOR | 2195d | `2026-04-22T08:50:02Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
190
  | `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
191
+ | `sisaman` | [profile](https://github.com/sisaman) | no | FIRST_TIME_CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
192
  | `Tokarak` | [profile](https://github.com/Tokarak) | no | CONTRIBUTOR | 2200d | `2026-04-19T17:22:36Z` | 1 | 1 | weak | low | low | high open PR share |
193
  | `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
194
  | `1fanwang` | [profile](https://github.com/1fanwang) | no | FIRST_TIME_CONTRIBUTOR | 3545d | `2026-05-12T13:51:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 
220
  | `aryanp2107` | [profile](https://github.com/aryanp2107) | no | NONE | 1390d | `2026-04-25T21:44:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
221
  | `ash01825` | [profile](https://github.com/ash01825) | no | FIRST_TIME_CONTRIBUTOR | 930d | `2026-06-13T15:51:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
222
  | `Ashutosh-177` | [profile](https://github.com/Ashutosh-177) | no | NONE | 978d | `2026-05-19T06:28:43Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 
223
  | `AzeezIsh` | [profile](https://github.com/AzeezIsh) | no | FIRST_TIME_CONTRIBUTOR | 1650d | `2026-06-04T16:46:37Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
224
  | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
225
  | `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 |
 
279
  | `Kabir08` | [profile](https://github.com/Kabir08) | no | NONE | 2216d | `2026-04-19T08:27:15Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
280
  | `Kaisan10` | [profile](https://github.com/Kaisan10) | no | NONE | 1151d | `2026-05-02T07:35:16Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
281
  | `kemuxiaozi000` | [profile](https://github.com/kemuxiaozi000) | no | FIRST_TIME_CONTRIBUTOR | 3406d | `2026-06-17T09:00:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
282
+ | `Kevin-Li-2025` | [profile](https://github.com/Kevin-Li-2025) | yes | FIRST_TIME_CONTRIBUTOR | 371d | `2026-06-17T18:09:50Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
283
  | `kfojcik-intel` | [profile](https://github.com/kfojcik-intel) | no | FIRST_TIME_CONTRIBUTOR | 1976d | `2026-05-18T08:12:12Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
284
  | `kiankyars` | [profile](https://github.com/kiankyars) | no | NONE | 2112d | `2026-05-23T05:32:32Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
285
  | `kiwigitops` | [profile](https://github.com/kiwigitops) | no | CONTRIBUTOR | 81d | `2026-05-18T23:18:34Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
 
295
  | `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
296
  | `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
297
  | `mbknust` | [profile](https://github.com/mbknust) | no | FIRST_TIME_CONTRIBUTOR | 2645d | `2026-06-09T15:50:35Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
298
+ | `MelkiZedekICT` | [profile](https://github.com/MelkiZedekICT) | no | FIRST_TIME_CONTRIBUTOR | 515d | `2026-06-17T17:52:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
299
  | `Melnuno` | [profile](https://github.com/Melnuno) | no | NONE | 2376d | `2026-05-05T17:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
300
  | `Mi-Jiazhi` | [profile](https://github.com/Mi-Jiazhi) | no | FIRST_TIME_CONTRIBUTOR | 2414d | `2026-06-04T14:08:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
301
  | `Minato95-ayu` | [profile](https://github.com/Minato95-ayu) | no | FIRST_TIME_CONTRIBUTOR | 657d | `2026-06-16T07:26:24Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 
548
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
549
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
550
  - repo first seen: `2025-08-26T12:13:50Z`
551
+ - repo last seen: `2026-06-17T19:03:56Z`
552
  - first seen in snapshot: **no**
553
  - repo association: **MEMBER**
554
  - repo primary artifacts: **54**
555
  - snapshot authored PRs/issues: **52 PRs / 2 issues**
556
+ - snapshot discussion activity: **676 comments / 1232 reviews / 4879 review comments**
557
  - account age: **1991 days**
558
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
559
  - public orgs: none visible
 
938
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
939
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
940
  - repo first seen: `2025-12-24T11:54:53Z`
941
+ - repo last seen: `2026-06-17T18:04:27Z`
942
  - first seen in snapshot: **no**
943
  - repo association: **CONTRIBUTOR**
944
  - repo primary artifacts: **20**
945
  - snapshot authored PRs/issues: **20 PRs / 0 issues**
946
+ - snapshot discussion activity: **27 comments / 103 reviews / 103 review comments**
947
  - account age: **1497 days**
948
  - recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
949
  - public orgs: none visible
 
952
 
953
  Example artifacts:
954
  - [PR #46401: [blip_2] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46401) — closed, merged
955
+ - [PR #46320: [RecurrentGemma] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46320) — closed, merged
956
  - [PR #46317: [Zamba] Support attn_implementation dispatch](https://github.com/huggingface/transformers/pull/46317) — closed, merged
957
 
958
  ### `Abdennacer-Badaoui`
 
984
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun)
985
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun)
986
  - repo first seen: `2024-10-24T15:39:49Z`
987
+ - repo last seen: `2026-06-17T20:06:23Z`
988
  - first seen in snapshot: **no**
989
  - repo association: **MEMBER**
990
  - repo primary artifacts: **17**
991
  - snapshot authored PRs/issues: **17 PRs / 0 issues**
992
+ - snapshot discussion activity: **7 comments / 14 reviews / 18 review comments**
993
  - account age: **3365 days**
994
  - recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
995
  - public orgs: `huggingface`
 
1896
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acasinca)
1897
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acasinca)
1898
  - repo first seen: `2025-12-10T12:31:18Z`
1899
+ - repo last seen: `2026-06-17T18:59:02Z`
1900
  - first seen in snapshot: **no**
1901
  - repo association: **CONTRIBUTOR**
1902
  - repo primary artifacts: **10**
1903
  - snapshot authored PRs/issues: **8 PRs / 2 issues**
1904
+ - snapshot discussion activity: **20 comments / 31 reviews / 31 review comments**
1905
  - account age: **2626 days**
1906
  - recent public PR activity: **22 PRs** (17 merged / 1 closed-unmerged / 4 open; merged rate **77%**, closed-unmerged rate **5%**, open rate **18%**)
1907
  - public orgs: none visible
 
2034
  - [PR #43915: add PaddleOCR-VL conversion](https://github.com/huggingface/transformers/pull/43915) — closed
2035
  - [Issue #41950: video-classification pipeline looks for image processors](https://github.com/huggingface/transformers/issues/41950) — closed
2036
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2037
  ### `McPatate`
2038
 
2039
  - profile: [github.com/McPatate](https://github.com/McPatate)
 
3561
  - [PR #45442: Update workflow references to new commit hash](https://github.com/huggingface/transformers/pull/45442) — closed, merged
3562
  - [Issue #45182: 🔒 Track: Pin GitHub Actions to commit SHAs](https://github.com/huggingface/transformers/issues/45182) — closed
3563
 
3564
+ ### `Jah-yee`
3565
+
3566
+ - profile: [github.com/Jah-yee](https://github.com/Jah-yee)
3567
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJah-yee)
3568
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJah-yee)
3569
+ - repo first seen: `2026-04-16T00:55:40Z`
3570
+ - repo last seen: `2026-04-19T11:59:23Z`
3571
+ - first seen in snapshot: **no**
3572
+ - repo association: **NONE**
3573
+ - repo primary artifacts: **4**
3574
+ - snapshot authored PRs/issues: **4 PRs / 0 issues**
3575
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
3576
+ - account age: **736 days**
3577
+ - recent public PR activity: **836 PRs** (85 merged / 334 closed-unmerged / 417 open; merged rate **10%**, closed-unmerged rate **40%**, open rate **50%**)
3578
+ - public orgs: `hackclub`, `Spark-Lab-Global`, `Info-Tech-org`, `effectorHQ`
3579
+ - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
3580
+ - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
3581
+
3582
+ Example artifacts:
3583
+ - [PR #45515: Fix CUDA availability check in get_device_properties()](https://github.com/huggingface/transformers/pull/45515) — closed
3584
+ - [PR #45509: Fix get_device_properties crash when CUDA is installed but no GPU](https://github.com/huggingface/transformers/pull/45509) — closed
3585
+ - [PR #45467: Fix MPS SDPA output shape when value head dim differs from query head dim](https://github.com/huggingface/transformers/pull/45467) — closed
3586
+
3587
  ### `javierdejesusda`
3588
 
3589
  - profile: [github.com/javierdejesusda](https://github.com/javierdejesusda)
 
4506
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asisaman)
4507
  - repo first seen: `2026-06-17T15:54:08Z`
4508
  - repo last seen: `2026-06-17T16:07:08Z`
4509
+ - first seen in snapshot: **no**
4510
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4511
  - repo primary artifacts: **2**
4512
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
 
5173
  Example artifacts:
5174
  - [PR #46068: fix: adapt Whisper models to use self.loss_function with num_items_in_batch support](https://github.com/huggingface/transformers/pull/46068) — closed
5175
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5176
  ### `AzeezIsh`
5177
 
5178
  - profile: [github.com/AzeezIsh](https://github.com/AzeezIsh)
 
6412
  Example artifacts:
6413
  - [PR #46713: feat(model): add bailing v3 model](https://github.com/huggingface/transformers/pull/46713) — open
6414
 
6415
+ ### `Kevin-Li-2025`
6416
+
6417
+ - profile: [github.com/Kevin-Li-2025](https://github.com/Kevin-Li-2025)
6418
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKevin-Li-2025)
6419
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKevin-Li-2025)
6420
+ - repo first seen: `2026-06-17T18:09:50Z`
6421
+ - repo last seen: `2026-06-17T18:09:50Z`
6422
+ - first seen in snapshot: **yes**
6423
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
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+ - repo primary artifacts: **1**
6425
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
6426
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6427
+ - account age: **371 days**
6428
+ - recent public PR activity: **31 PRs** (3 merged / 9 closed-unmerged / 19 open; merged rate **10%**, closed-unmerged rate **29%**, open rate **61%**)
6429
+ - public orgs: none visible
6430
+ - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
6431
+ - heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
6432
+
6433
+ Example artifacts:
6434
+ - [PR #46735: Fix beam cache reordering for non-default cache keys](https://github.com/huggingface/transformers/pull/46735) — open
6435
+
6436
  ### `kfojcik-intel`
6437
 
6438
  - profile: [github.com/kfojcik-intel](https://github.com/kfojcik-intel)
 
6755
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMelkiZedekICT)
6756
  - repo first seen: `2026-06-17T17:52:55Z`
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  - repo last seen: `2026-06-17T17:52:55Z`
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+ - first seen in snapshot: **no**
6759
  - repo association: **FIRST_TIME_CONTRIBUTOR**
6760
  - repo primary artifacts: **1**
6761
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
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- "src/transformers/integrations",
1652
- "src/transformers",
1653
- "src"
1654
- ]
1655
- },
1656
- {
1657
- "left_pr_number": 44680,
1658
- "right_pr_number": 46423,
1659
- "similarity": 0.234,
1660
- "content_similarity": 0.092,
1661
- "size_similarity": 0.542,
1662
- "breadth_similarity": 0.533,
1663
- "concentration_similarity": 0.702,
1664
- "shared_filenames": [
1665
- "src/transformers/integrations/hub_kernels.py"
1666
- ],
1667
- "shared_directories": [
1668
- "src/transformers/integrations",
1669
- "src/transformers",
1670
- "src"
1671
- ]
1672
- }
1673
- ]
1674
- },
1675
  {
1676
  "cluster_id": "pr-scope-41097-5",
1677
  "pr_numbers": [
@@ -2144,127 +1842,345 @@
2144
  "src/transformers/models",
2145
  "tests/models/auto",
2146
  "src/transformers",
2147
- "tests/models",
2148
- "src",
2149
- "tests"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2150
  ]
2151
  },
2152
  {
2153
- "left_pr_number": 45293,
2154
- "right_pr_number": 45317,
2155
- "similarity": 0.502,
2156
- "content_similarity": 0.347,
2157
- "size_similarity": 0.741,
2158
- "breadth_similarity": 1.0,
2159
- "concentration_similarity": 0.972,
2160
  "shared_filenames": [
2161
- "tests/models/auto/test_tokenization_auto.py"
 
2162
  ],
2163
  "shared_directories": [
2164
- "tests/models/auto",
2165
  "src/transformers",
2166
- "tests/models",
2167
  "src",
2168
  "tests"
2169
  ]
2170
  },
2171
  {
2172
- "left_pr_number": 46091,
2173
- "right_pr_number": 46580,
2174
- "similarity": 0.488,
2175
- "content_similarity": 0.551,
2176
- "size_similarity": 0.275,
2177
- "breadth_similarity": 0.333,
2178
- "concentration_similarity": 0.559,
2179
  "shared_filenames": [
2180
- "src/transformers/models/auto/tokenization_auto.py"
2181
  ],
2182
  "shared_directories": [
2183
- "src/transformers/models/auto",
2184
- "src/transformers/models",
2185
  "src/transformers",
2186
  "src"
2187
  ]
2188
  },
2189
  {
2190
- "left_pr_number": 45293,
2191
- "right_pr_number": 46622,
2192
- "similarity": 0.412,
2193
- "content_similarity": 0.205,
2194
- "size_similarity": 0.8,
2195
- "breadth_similarity": 1.0,
2196
- "concentration_similarity": 0.97,
2197
  "shared_filenames": [
2198
- "src/transformers/models/auto/tokenization_auto.py"
2199
  ],
2200
  "shared_directories": [
2201
- "src/transformers/models/auto",
2202
- "src/transformers/models",
2203
  "src/transformers",
2204
  "src"
2205
  ]
2206
  },
2207
  {
2208
- "left_pr_number": 45317,
2209
- "right_pr_number": 46091,
2210
- "similarity": 0.392,
2211
- "content_similarity": 0.352,
2212
- "size_similarity": 0.265,
2213
- "breadth_similarity": 0.667,
2214
- "concentration_similarity": 0.781,
2215
  "shared_filenames": [
2216
- "tests/models/auto/test_tokenization_auto.py"
 
2217
  ],
2218
  "shared_directories": [
2219
- "tests/models/auto",
2220
  "src/transformers",
2221
- "tests/models",
2222
  "src",
2223
  "tests"
2224
  ]
2225
  },
2226
  {
2227
- "left_pr_number": 46091,
2228
- "right_pr_number": 46622,
2229
- "similarity": 0.367,
2230
- "content_similarity": 0.316,
2231
- "size_similarity": 0.245,
2232
- "breadth_similarity": 0.667,
2233
- "concentration_similarity": 0.839,
2234
  "shared_filenames": [
2235
- "src/transformers/models/auto/tokenization_auto.py"
 
2236
  ],
2237
  "shared_directories": [
2238
- "src/transformers/models/auto",
2239
- "src/transformers/models",
2240
- "src/transformers",
2241
- "src"
2242
- ]
2243
- },
2244
- {
2245
- "left_pr_number": 45317,
2246
- "right_pr_number": 46622,
2247
- "similarity": 0.291,
2248
- "content_similarity": 0.007,
2249
- "size_similarity": 0.926,
2250
- "breadth_similarity": 1.0,
2251
- "concentration_similarity": 0.942,
2252
- "shared_filenames": [],
2253
- "shared_directories": [
2254
  "src/transformers",
2255
- "src"
 
 
2256
  ]
2257
  },
2258
  {
2259
- "left_pr_number": 45317,
2260
- "right_pr_number": 46580,
2261
- "similarity": 0.239,
2262
- "content_similarity": 0.007,
2263
- "size_similarity": 0.964,
2264
  "breadth_similarity": 0.5,
2265
- "concentration_similarity": 0.778,
2266
- "shared_filenames": [],
 
 
2267
  "shared_directories": [
 
2268
  "src/transformers",
2269
  "src"
2270
  ]
@@ -2564,7 +2480,7 @@
2564
  45985
2565
  ],
2566
  "representative_pr_number": 45985,
2567
- "average_similarity": 0.495,
2568
  "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
2569
  "shared_filenames": [
2570
  "src/transformers/generation/utils.py"
@@ -2578,8 +2494,8 @@
2578
  {
2579
  "left_pr_number": 34667,
2580
  "right_pr_number": 45985,
2581
- "similarity": 0.588,
2582
- "content_similarity": 0.469,
2583
  "size_similarity": 0.733,
2584
  "breadth_similarity": 1.0,
2585
  "concentration_similarity": 1.0,
@@ -2595,8 +2511,8 @@
2595
  {
2596
  "left_pr_number": 39683,
2597
  "right_pr_number": 45985,
2598
- "similarity": 0.587,
2599
- "content_similarity": 0.484,
2600
  "size_similarity": 0.652,
2601
  "breadth_similarity": 1.0,
2602
  "concentration_similarity": 1.0,
@@ -2612,8 +2528,8 @@
2612
  {
2613
  "left_pr_number": 34667,
2614
  "right_pr_number": 39683,
2615
- "similarity": 0.515,
2616
- "content_similarity": 0.42,
2617
  "size_similarity": 0.478,
2618
  "breadth_similarity": 1.0,
2619
  "concentration_similarity": 1.0,
@@ -2629,8 +2545,8 @@
2629
  {
2630
  "left_pr_number": 44872,
2631
  "right_pr_number": 45985,
2632
- "similarity": 0.448,
2633
- "content_similarity": 0.383,
2634
  "size_similarity": 0.2,
2635
  "breadth_similarity": 1.0,
2636
  "concentration_similarity": 1.0,
@@ -2646,8 +2562,8 @@
2646
  {
2647
  "left_pr_number": 34667,
2648
  "right_pr_number": 44872,
2649
- "similarity": 0.423,
2650
- "content_similarity": 0.332,
2651
  "size_similarity": 0.273,
2652
  "breadth_similarity": 1.0,
2653
  "concentration_similarity": 1.0,
@@ -2663,8 +2579,8 @@
2663
  {
2664
  "left_pr_number": 39683,
2665
  "right_pr_number": 44872,
2666
- "similarity": 0.409,
2667
- "content_similarity": 0.343,
2668
  "size_similarity": 0.13,
2669
  "breadth_similarity": 1.0,
2670
  "concentration_similarity": 1.0,
@@ -2892,69 +2808,206 @@
2892
  ]
2893
  },
2894
  {
2895
- "left_pr_number": 44385,
2896
- "right_pr_number": 44615,
2897
- "similarity": 0.407,
2898
- "content_similarity": 0.336,
2899
- "size_similarity": 0.371,
2900
- "breadth_similarity": 0.667,
2901
- "concentration_similarity": 1.0,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2902
  "shared_filenames": [
2903
- "src/transformers/utils/import_utils.py"
2904
  ],
2905
  "shared_directories": [
2906
- "src/transformers/utils",
2907
  "src/transformers",
2908
  "src"
2909
  ]
2910
  },
2911
  {
2912
- "left_pr_number": 44385,
2913
- "right_pr_number": 46152,
2914
- "similarity": 0.392,
2915
- "content_similarity": 0.347,
2916
- "size_similarity": 0.217,
2917
- "breadth_similarity": 0.667,
2918
- "concentration_similarity": 1.0,
2919
  "shared_filenames": [
2920
- "src/transformers/utils/import_utils.py"
2921
  ],
2922
  "shared_directories": [
2923
- "src/transformers/utils",
2924
  "src/transformers",
2925
- "src"
 
 
2926
  ]
2927
  },
2928
  {
2929
- "left_pr_number": 44615,
2930
- "right_pr_number": 45060,
2931
- "similarity": 0.314,
2932
- "content_similarity": 0.239,
2933
- "size_similarity": 0.614,
2934
- "breadth_similarity": 0.333,
2935
- "concentration_similarity": 0.421,
2936
  "shared_filenames": [
2937
- "src/transformers/utils/import_utils.py"
 
2938
  ],
2939
  "shared_directories": [
2940
- "src/transformers/utils",
2941
  "src/transformers",
2942
- "src"
 
 
2943
  ]
2944
  },
2945
  {
2946
- "left_pr_number": 44385,
2947
- "right_pr_number": 45060,
2948
- "similarity": 0.245,
2949
- "content_similarity": 0.175,
2950
- "size_similarity": 0.228,
2951
- "breadth_similarity": 0.667,
2952
- "concentration_similarity": 0.421,
2953
  "shared_filenames": [
2954
- "src/transformers/utils/import_utils.py"
2955
  ],
2956
  "shared_directories": [
2957
- "src/transformers/utils",
2958
  "src/transformers",
2959
  "src"
2960
  ]
@@ -3416,7 +3469,7 @@
3416
  46196
3417
  ],
3418
  "representative_pr_number": 44114,
3419
- "average_similarity": 0.526,
3420
  "summary": "3 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/wavlm/modeling_wavlm.py`, `src/transformers/models/hubert/modeling_hubert.py`; representative PR #44114.",
3421
  "shared_filenames": [
3422
  "src/transformers/models/data2vec/modeling_data2vec_audio.py",
@@ -3475,8 +3528,8 @@
3475
  {
3476
  "left_pr_number": 44114,
3477
  "right_pr_number": 45720,
3478
- "similarity": 0.502,
3479
- "content_similarity": 0.424,
3480
  "size_similarity": 0.549,
3481
  "breadth_similarity": 0.727,
3482
  "concentration_similarity": 0.999,
@@ -3508,8 +3561,8 @@
3508
  {
3509
  "left_pr_number": 45720,
3510
  "right_pr_number": 46196,
3511
- "similarity": 0.396,
3512
- "content_similarity": 0.324,
3513
  "size_similarity": 0.263,
3514
  "breadth_similarity": 0.798,
3515
  "concentration_similarity": 0.994,
@@ -3579,8 +3632,8 @@
3579
  {
3580
  "left_pr_number": 43656,
3581
  "right_pr_number": 44682,
3582
- "similarity": 0.443,
3583
- "content_similarity": 0.494,
3584
  "size_similarity": 0.048,
3585
  "breadth_similarity": 0.5,
3586
  "concentration_similarity": 0.802,
@@ -3596,7 +3649,7 @@
3596
  {
3597
  "left_pr_number": 43842,
3598
  "right_pr_number": 44682,
3599
- "similarity": 0.409,
3600
  "content_similarity": 0.454,
3601
  "size_similarity": 0.011,
3602
  "breadth_similarity": 0.5,
@@ -3698,7 +3751,7 @@
3698
  45655
3699
  ],
3700
  "representative_pr_number": 45649,
3701
- "average_similarity": 0.461,
3702
  "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
3703
  "shared_filenames": [
3704
  "src/transformers/modeling_utils.py"
@@ -3711,8 +3764,8 @@
3711
  {
3712
  "left_pr_number": 45548,
3713
  "right_pr_number": 45649,
3714
- "similarity": 0.519,
3715
- "content_similarity": 0.53,
3716
  "size_similarity": 0.149,
3717
  "breadth_similarity": 0.75,
3718
  "concentration_similarity": 1.0,
@@ -3727,8 +3780,8 @@
3727
  {
3728
  "left_pr_number": 45649,
3729
  "right_pr_number": 45655,
3730
- "similarity": 0.509,
3731
- "content_similarity": 0.346,
3732
  "size_similarity": 0.778,
3733
  "breadth_similarity": 1.0,
3734
  "concentration_similarity": 1.0,
@@ -3766,7 +3819,7 @@
3766
  46643
3767
  ],
3768
  "representative_pr_number": 46643,
3769
- "average_similarity": 0.434,
3770
  "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`, `src/transformers/generation/utils.py`; representative PR #46643.",
3771
  "shared_filenames": [
3772
  "src/transformers/generation/logits_process.py",
@@ -3784,8 +3837,8 @@
3784
  {
3785
  "left_pr_number": 45413,
3786
  "right_pr_number": 46643,
3787
- "similarity": 0.475,
3788
- "content_similarity": 0.378,
3789
  "size_similarity": 0.571,
3790
  "breadth_similarity": 0.833,
3791
  "concentration_similarity": 0.821,
@@ -3805,7 +3858,7 @@
3805
  "left_pr_number": 42112,
3806
  "right_pr_number": 46643,
3807
  "similarity": 0.418,
3808
- "content_similarity": 0.457,
3809
  "size_similarity": 0.029,
3810
  "breadth_similarity": 0.521,
3811
  "concentration_similarity": 0.841,
@@ -3825,8 +3878,8 @@
3825
  {
3826
  "left_pr_number": 42112,
3827
  "right_pr_number": 45413,
3828
- "similarity": 0.409,
3829
- "content_similarity": 0.445,
3830
  "size_similarity": 0.017,
3831
  "breadth_similarity": 0.458,
3832
  "concentration_similarity": 0.981,
@@ -3927,86 +3980,6 @@
3927
  }
3928
  ]
3929
  },
3930
- {
3931
- "cluster_id": "pr-scope-32189-3",
3932
- "pr_numbers": [
3933
- 32189,
3934
- 42655,
3935
- 46124
3936
- ],
3937
- "representative_pr_number": 42655,
3938
- "average_similarity": 0.417,
3939
- "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #42655.",
3940
- "shared_filenames": [
3941
- "src/transformers/generation/candidate_generator.py",
3942
- "tests/generation/test_utils.py",
3943
- "src/transformers/generation/utils.py"
3944
- ],
3945
- "shared_directories": [
3946
- "src/transformers/generation",
3947
- "src/transformers",
3948
- "src",
3949
- "tests/generation",
3950
- "tests"
3951
- ],
3952
- "pairwise": [
3953
- {
3954
- "left_pr_number": 32189,
3955
- "right_pr_number": 42655,
3956
- "similarity": 0.454,
3957
- "content_similarity": 0.487,
3958
- "size_similarity": 0.231,
3959
- "breadth_similarity": 0.5,
3960
- "concentration_similarity": 0.568,
3961
- "shared_filenames": [
3962
- "src/transformers/generation/candidate_generator.py",
3963
- "src/transformers/generation/utils.py"
3964
- ],
3965
- "shared_directories": [
3966
- "src/transformers/generation",
3967
- "src/transformers",
3968
- "src"
3969
- ]
3970
- },
3971
- {
3972
- "left_pr_number": 42655,
3973
- "right_pr_number": 46124,
3974
- "similarity": 0.407,
3975
- "content_similarity": 0.461,
3976
- "size_similarity": 0.038,
3977
- "breadth_similarity": 0.417,
3978
- "concentration_similarity": 0.753,
3979
- "shared_filenames": [
3980
- "src/transformers/generation/candidate_generator.py",
3981
- "tests/generation/test_utils.py"
3982
- ],
3983
- "shared_directories": [
3984
- "src/transformers/generation",
3985
- "src/transformers",
3986
- "tests/generation",
3987
- "src",
3988
- "tests"
3989
- ]
3990
- },
3991
- {
3992
- "left_pr_number": 32189,
3993
- "right_pr_number": 46124,
3994
- "similarity": 0.388,
3995
- "content_similarity": 0.342,
3996
- "size_similarity": 0.165,
3997
- "breadth_similarity": 0.833,
3998
- "concentration_similarity": 0.815,
3999
- "shared_filenames": [
4000
- "src/transformers/generation/candidate_generator.py"
4001
- ],
4002
- "shared_directories": [
4003
- "src/transformers/generation",
4004
- "src/transformers",
4005
- "src"
4006
- ]
4007
- }
4008
- ]
4009
- },
4010
  {
4011
  "cluster_id": "pr-scope-33686-3",
4012
  "pr_numbers": [
@@ -4029,7 +4002,7 @@
4029
  "left_pr_number": 33686,
4030
  "right_pr_number": 44550,
4031
  "similarity": 0.388,
4032
- "content_similarity": 0.125,
4033
  "size_similarity": 1.0,
4034
  "breadth_similarity": 1.0,
4035
  "concentration_similarity": 1.0,
@@ -5355,7 +5328,7 @@
5355
  "left_pr_number": 45540,
5356
  "right_pr_number": 45868,
5357
  "similarity": 0.489,
5358
- "content_similarity": 0.361,
5359
  "size_similarity": 0.593,
5360
  "breadth_similarity": 1.0,
5361
  "concentration_similarity": 0.936,
@@ -5609,21 +5582,16 @@
5609
  "cluster_id": "pr-scope-41458-2",
5610
  "pr_numbers": [
5611
  41458,
5612
- 46526
5613
  ],
5614
  "representative_pr_number": 41458,
5615
- "average_similarity": 0.447,
5616
- "summary": "2 open PRs share weighted file overlap around `src/transformers/models/granitemoe/modular_granitemoe.py`, `src/transformers/models/granitemoe/modeling_granitemoe.py`, `src/transformers/models/granitemoeshared/modeling_granitemoeshared.py`; representative PR #41458.",
5617
  "shared_filenames": [
5618
- "src/transformers/models/granitemoe/modular_granitemoe.py",
5619
- "src/transformers/models/granitemoe/modeling_granitemoe.py",
5620
- "src/transformers/models/granitemoeshared/modeling_granitemoeshared.py",
5621
- "src/transformers/models/granitemoehybrid/modeling_granitemoehybrid.py"
5622
  ],
5623
  "shared_directories": [
5624
- "src/transformers/models/granitemoe",
5625
- "src/transformers/models/granitemoeshared",
5626
- "src/transformers/models/granitemoehybrid",
5627
  "src/transformers/models",
5628
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5629
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5960
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5961
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  "cluster_id": "pr-scope-43446-2",
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1373
  {
1374
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  "pr_numbers": [
 
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1984
+ "shared_filenames": [
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+ "src"
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2107
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2108
  "shared_directories": [
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+ "src/transformers/integrations",
 
2110
  "src/transformers",
2111
  "src"
2112
  ]
2113
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  ],
2125
  "shared_directories": [
2126
+ "src/transformers/integrations",
 
2127
  "src/transformers",
2128
  "src"
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2130
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  "shared_filenames": [
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2162
  ],
2163
  "shared_directories": [
2164
+ "src/transformers/integrations",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2165
  "src/transformers",
2166
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2167
+ "src",
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2169
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2178
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  "shared_directories": [
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+ "src/transformers/integrations",
2184
  "src/transformers",
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  ]
 
2480
  45985
2481
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2808
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+ "shared_filenames": [
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  "src/transformers",
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  ],
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  "src/transformers",
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  "shared_directories": [
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  "shared_filenames": [
3475
  "src/transformers/models/data2vec/modeling_data2vec_audio.py",
 
3528
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3529
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  {
3562
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3564
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3751
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3753
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3756
  "shared_filenames": [
3757
  "src/transformers/modeling_utils.py"
 
3764
  {
3765
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3780
  {
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  "shared_filenames": [
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  {
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3858
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  {
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5610
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