evalstate HF Staff commited on
Commit
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1 Parent(s): dc51aba

Refresh transformers dataset snapshot 20260709T000028Z

Browse files
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  - eval set creation
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  Notes:
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13615
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16218
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16280
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17295
  "url": "https://github.com/huggingface/transformers/pull/47135",
17296
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17297
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17298
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17299
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17300
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22534
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22535
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22537
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22538
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22539
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22540
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22541
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22542
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22557
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22558
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22560
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22561
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22562
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22563
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22564
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22565
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22568
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22572
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22573
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22574
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22576
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22577
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22578
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22579
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22580
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22581
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22582
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22583
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22584
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22592
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22593
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22594
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22595
  "author_login": "Saurav-Gupta-13",
22596
  "name": "Saurav Gupta",
 
23624
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asubin9",
23625
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asubin9",
23626
  "repo_first_seen_at": "2026-07-02T05:11:17Z",
23627
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23628
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23629
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23630
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23631
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23635
  "repo_association": "FIRST_TIME_CONTRIBUTOR",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260708T180046Z`
4
- - Generated: `2026-07-08T18:02:31Z`
5
  - Activity window: `60d`
6
- - Contributors: `355`
7
 
8
  ## Summary
9
 
@@ -121,7 +121,7 @@
121
  | `Jaeyo314` | [profile](https://github.com/Jaeyo314) | no | FIRST_TIMER | 289d | `2026-05-26T16:18:11Z` | 2 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
122
  | `Jatinverma0786` | [profile](https://github.com/Jatinverma0786) | no | FIRST_TIME_CONTRIBUTOR | 2165d | `2026-07-05T03:47:16Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
123
  | `JulietChinenyeDuru` | [profile](https://github.com/JulietChinenyeDuru) | no | NONE | 357d | `2026-06-05T04:17:33Z` | 2 | 0 | weak | low | low | young account; high open PR share |
124
- | `kkwjk2718` | [profile](https://github.com/kkwjk2718) | no | FIRST_TIME_CONTRIBUTOR | 889d | `2026-07-08T05:08:24Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
125
  | `Kropiunig` | [profile](https://github.com/Kropiunig) | no | CONTRIBUTOR | 2665d | `2026-06-27T21:52:44Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
126
  | `lcheng321` | [profile](https://github.com/lcheng321) | no | CONTRIBUTOR | 2614d | `2026-06-20T07:49:11Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
127
  | `meatybobby` | [profile](https://github.com/meatybobby) | no | CONTRIBUTOR | 4220d | `2026-06-04T18:30:50Z` | 2 | 0 | weak | low | low | high open PR share |
@@ -180,6 +180,7 @@
180
  | `anxovatomica` | [profile](https://github.com/anxovatomica) | no | NONE | 3464d | `2026-05-12T13:01:28Z` | 1 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
181
  | `atharv1945` | [profile](https://github.com/atharv1945) | no | CONTRIBUTOR | 1082d | `2026-06-15T10:52:55Z` | 1 | 1 | strong | low | low | targets high-star repos |
182
  | `c1prk` | [profile](https://github.com/c1prk) | no | CONTRIBUTOR | 2143d | `2026-06-23T06:34:53Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
183
  | `evnsnclr` | [profile](https://github.com/evnsnclr) | no | NONE | 1082d | `2026-07-04T15:08:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
184
  | `Heatdh` | [profile](https://github.com/Heatdh) | no | FIRST_TIME_CONTRIBUTOR | 2060d | `2026-07-01T21:42:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
185
  | `jshn9515` | [profile](https://github.com/jshn9515) | no | NONE | 214d | `2026-05-29T22:55:56Z` | 1 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -222,6 +223,7 @@
222
  | `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | NONE | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
223
  | `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 |
224
  | `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 |
 
225
  | `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
226
  | `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
227
  | `AzeezIsh` | [profile](https://github.com/AzeezIsh) | no | CONTRIBUTOR | 1650d | `2026-06-04T16:46:37Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
@@ -239,7 +241,7 @@
239
  | `Chinmay1220` | [profile](https://github.com/Chinmay1220) | no | FIRST_TIME_CONTRIBUTOR | 999d | `2026-06-11T16:14:03Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
240
  | `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
241
  | `cjc0013` | [profile](https://github.com/cjc0013) | no | NONE | 209d | `2026-06-12T22:51:55Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
242
- | `clijo` | [profile](https://github.com/clijo) | no | FIRST_TIME_CONTRIBUTOR | 2547d | `2026-07-07T11:36:27Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
243
  | `clyang82` | [profile](https://github.com/clyang82) | no | NONE | 4401d | `2026-06-14T07:17:29Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
244
  | `csantosbh` | [profile](https://github.com/csantosbh) | no | CONTRIBUTOR | 5103d | `2026-06-04T14:07:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
245
  | `damodharg6` | [profile](https://github.com/damodharg6) | no | FIRST_TIME_CONTRIBUTOR | 407d | `2026-05-15T03:01:55Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -331,6 +333,7 @@
331
  | `saitejabandaru-in` | [profile](https://github.com/saitejabandaru-in) | no | NONE | 564d | `2026-06-25T00:20:31Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
332
  | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | FIRST_TIME_CONTRIBUTOR | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
333
  | `Sarimsaljook` | [profile](https://github.com/Sarimsaljook) | no | NONE | 1930d | `2026-06-27T01:05:09Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
334
  | `Saurav-Gupta-13` | [profile](https://github.com/Saurav-Gupta-13) | no | NONE | 1717d | `2026-06-05T16:58:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
335
  | `savirpatil` | [profile](https://github.com/savirpatil) | no | NONE | 2041d | `2026-06-12T19:13:53Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
336
  | `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | FIRST_TIME_CONTRIBUTOR | 1522d | `2026-06-28T17:06:32Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -545,12 +548,12 @@ Example artifacts:
545
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
546
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
547
  - repo first seen: `2025-08-26T12:13:50Z`
548
- - repo last seen: `2026-07-08T14:13:25Z`
549
  - first seen in snapshot: **no**
550
  - repo association: **MEMBER**
551
  - repo primary artifacts: **60**
552
  - snapshot authored PRs/issues: **58 PRs / 2 issues**
553
- - snapshot discussion activity: **775 comments / 1441 reviews / 5847 review comments**
554
  - account age: **1991 days**
555
  - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
556
  - public orgs: none visible
@@ -1640,12 +1643,12 @@ Example artifacts:
1640
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
1641
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
1642
  - repo first seen: `2026-05-10T21:08:04Z`
1643
- - repo last seen: `2026-07-07T09:00:33Z`
1644
  - first seen in snapshot: **no**
1645
  - repo association: **CONTRIBUTOR**
1646
  - repo primary artifacts: **5**
1647
  - snapshot authored PRs/issues: **5 PRs / 0 issues**
1648
- - snapshot discussion activity: **3 comments / 1 reviews / 1 review comments**
1649
  - account age: **1735 days**
1650
  - recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
1651
  - public orgs: none visible
@@ -2335,12 +2338,12 @@ Example artifacts:
2335
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arigen1048)
2336
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arigen1048)
2337
  - repo first seen: `2026-04-28T15:23:48Z`
2338
- - repo last seen: `2026-07-08T04:14:00Z`
2339
  - first seen in snapshot: **no**
2340
  - repo association: **CONTRIBUTOR**
2341
  - repo primary artifacts: **5**
2342
  - snapshot authored PRs/issues: **5 PRs / 0 issues**
2343
- - snapshot discussion activity: **19 comments / 0 reviews / 0 review comments**
2344
  - account age: **92 days**
2345
  - recent public PR activity: **5 PRs** (0 merged / 3 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **60%**, open rate **40%**)
2346
  - public orgs: none visible
@@ -2998,7 +3001,7 @@ Example artifacts:
2998
  - repo first seen: `2026-07-08T05:08:24Z`
2999
  - repo last seen: `2026-07-08T05:15:24Z`
3000
  - first seen in snapshot: **no**
3001
- - repo association: **FIRST_TIME_CONTRIBUTOR**
3002
  - repo primary artifacts: **2**
3003
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
3004
  - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -3009,8 +3012,8 @@ Example artifacts:
3009
  - heuristic read: **high open PR share; targets high-star repos**
3010
 
3011
  Example artifacts:
3012
- - [PR #47157: 🌐 [i18n-KO] Translate accelerator_selection.md to Korean](https://github.com/huggingface/transformers/pull/47157) — open
3013
- - [PR #47156: [i18n-KO] Translate optimum.md to Korean and fix Furiosa typo](https://github.com/huggingface/transformers/pull/47156) — open, draft
3014
 
3015
  ### `Kropiunig`
3016
 
@@ -4326,6 +4329,28 @@ Example artifacts:
4326
  - [PR #46833: Fix RT-DETR indexing error when num_feature_levels exceeds backbone o…](https://github.com/huggingface/transformers/pull/46833) — closed, merged
4327
  - [Issue #46832: [RT-DETR] TypeError in RTDetrModel.forward when num_feature_levels > len(backbone outputs)](https://github.com/huggingface/transformers/issues/46832) — closed
4328
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4329
  ### `evnsnclr`
4330
 
4331
  - profile: [github.com/evnsnclr](https://github.com/evnsnclr)
@@ -5226,6 +5251,27 @@ Example artifacts:
5226
  Example artifacts:
5227
  - [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
5228
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5229
  ### `atri2549`
5230
 
5231
  - profile: [github.com/atri2549](https://github.com/atri2549)
@@ -5591,7 +5637,7 @@ Example artifacts:
5591
  - repo first seen: `2026-07-07T11:36:27Z`
5592
  - repo last seen: `2026-07-07T21:34:41Z`
5593
  - first seen in snapshot: **no**
5594
- - repo association: **FIRST_TIME_CONTRIBUTOR**
5595
  - repo primary artifacts: **1**
5596
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5597
  - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
@@ -5602,7 +5648,7 @@ Example artifacts:
5602
  - heuristic read: **high open PR share; targets high-star repos**
5603
 
5604
  Example artifacts:
5605
- - [PR #47135: [docs] fix curly quotes rendering to straight quotes](https://github.com/huggingface/transformers/pull/47135) — open
5606
 
5607
  ### `clyang82`
5608
 
@@ -7515,6 +7561,27 @@ Example artifacts:
7515
  Example artifacts:
7516
  - [PR #46929: Fix torch.export compatibility for Mixtral MoE experts](https://github.com/huggingface/transformers/pull/46929) — closed
7517
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7518
  ### `Saurav-Gupta-13`
7519
 
7520
  - profile: [github.com/Saurav-Gupta-13](https://github.com/Saurav-Gupta-13)
@@ -7899,12 +7966,12 @@ Example artifacts:
7899
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asubin9)
7900
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asubin9)
7901
  - repo first seen: `2026-07-02T05:11:17Z`
7902
- - repo last seen: `2026-07-08T04:31:01Z`
7903
  - first seen in snapshot: **no**
7904
  - repo association: **FIRST_TIME_CONTRIBUTOR**
7905
  - repo primary artifacts: **1**
7906
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
7907
- - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
7908
  - account age: **1577 days**
7909
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
7910
  - public orgs: none visible
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260709T000028Z`
4
+ - Generated: `2026-07-09T00:01:48Z`
5
  - Activity window: `60d`
6
+ - Contributors: `358`
7
 
8
  ## Summary
9
 
 
121
  | `Jaeyo314` | [profile](https://github.com/Jaeyo314) | no | FIRST_TIMER | 289d | `2026-05-26T16:18:11Z` | 2 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
122
  | `Jatinverma0786` | [profile](https://github.com/Jatinverma0786) | no | FIRST_TIME_CONTRIBUTOR | 2165d | `2026-07-05T03:47:16Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
123
  | `JulietChinenyeDuru` | [profile](https://github.com/JulietChinenyeDuru) | no | NONE | 357d | `2026-06-05T04:17:33Z` | 2 | 0 | weak | low | low | young account; high open PR share |
124
+ | `kkwjk2718` | [profile](https://github.com/kkwjk2718) | no | CONTRIBUTOR | 889d | `2026-07-08T05:08:24Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
125
  | `Kropiunig` | [profile](https://github.com/Kropiunig) | no | CONTRIBUTOR | 2665d | `2026-06-27T21:52:44Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
126
  | `lcheng321` | [profile](https://github.com/lcheng321) | no | CONTRIBUTOR | 2614d | `2026-06-20T07:49:11Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
127
  | `meatybobby` | [profile](https://github.com/meatybobby) | no | CONTRIBUTOR | 4220d | `2026-06-04T18:30:50Z` | 2 | 0 | weak | low | low | high open PR share |
 
180
  | `anxovatomica` | [profile](https://github.com/anxovatomica) | no | NONE | 3464d | `2026-05-12T13:01:28Z` | 1 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
181
  | `atharv1945` | [profile](https://github.com/atharv1945) | no | CONTRIBUTOR | 1082d | `2026-06-15T10:52:55Z` | 1 | 1 | strong | low | low | targets high-star repos |
182
  | `c1prk` | [profile](https://github.com/c1prk) | no | CONTRIBUTOR | 2143d | `2026-06-23T06:34:53Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
183
+ | `daviswer` | [profile](https://github.com/daviswer) | no | CONTRIBUTOR | 4261d | `2026-06-15T02:09:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
184
  | `evnsnclr` | [profile](https://github.com/evnsnclr) | no | NONE | 1082d | `2026-07-04T15:08:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
185
  | `Heatdh` | [profile](https://github.com/Heatdh) | no | FIRST_TIME_CONTRIBUTOR | 2060d | `2026-07-01T21:42:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
186
  | `jshn9515` | [profile](https://github.com/jshn9515) | no | NONE | 214d | `2026-05-29T22:55:56Z` | 1 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 
223
  | `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | NONE | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
224
  | `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 |
225
  | `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 |
226
+ | `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | yes | FIRST_TIME_CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
227
  | `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
228
  | `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
229
  | `AzeezIsh` | [profile](https://github.com/AzeezIsh) | no | CONTRIBUTOR | 1650d | `2026-06-04T16:46:37Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 
241
  | `Chinmay1220` | [profile](https://github.com/Chinmay1220) | no | FIRST_TIME_CONTRIBUTOR | 999d | `2026-06-11T16:14:03Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
242
  | `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
243
  | `cjc0013` | [profile](https://github.com/cjc0013) | no | NONE | 209d | `2026-06-12T22:51:55Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
244
+ | `clijo` | [profile](https://github.com/clijo) | no | CONTRIBUTOR | 2547d | `2026-07-07T11:36:27Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
245
  | `clyang82` | [profile](https://github.com/clyang82) | no | NONE | 4401d | `2026-06-14T07:17:29Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
246
  | `csantosbh` | [profile](https://github.com/csantosbh) | no | CONTRIBUTOR | 5103d | `2026-06-04T14:07:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
247
  | `damodharg6` | [profile](https://github.com/damodharg6) | no | FIRST_TIME_CONTRIBUTOR | 407d | `2026-05-15T03:01:55Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
333
  | `saitejabandaru-in` | [profile](https://github.com/saitejabandaru-in) | no | NONE | 564d | `2026-06-25T00:20:31Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
334
  | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | FIRST_TIME_CONTRIBUTOR | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
335
  | `Sarimsaljook` | [profile](https://github.com/Sarimsaljook) | no | NONE | 1930d | `2026-06-27T01:05:09Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
336
+ | `sarthak-ad011` | [profile](https://github.com/sarthak-ad011) | yes | FIRST_TIME_CONTRIBUTOR | 328d | `2026-07-08T22:41:19Z` | 1 | 0 | mixed | moderate | low | young account; high recent PR volume |
337
  | `Saurav-Gupta-13` | [profile](https://github.com/Saurav-Gupta-13) | no | NONE | 1717d | `2026-06-05T16:58:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
338
  | `savirpatil` | [profile](https://github.com/savirpatil) | no | NONE | 2041d | `2026-06-12T19:13:53Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
339
  | `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | FIRST_TIME_CONTRIBUTOR | 1522d | `2026-06-28T17:06:32Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 
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: `2026-07-08T20:00:20Z`
552
  - first seen in snapshot: **no**
553
  - repo association: **MEMBER**
554
  - repo primary artifacts: **60**
555
  - snapshot authored PRs/issues: **58 PRs / 2 issues**
556
+ - snapshot discussion activity: **776 comments / 1449 reviews / 5877 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
 
1643
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
1644
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
1645
  - repo first seen: `2026-05-10T21:08:04Z`
1646
+ - repo last seen: `2026-07-08T23:07:14Z`
1647
  - first seen in snapshot: **no**
1648
  - repo association: **CONTRIBUTOR**
1649
  - repo primary artifacts: **5**
1650
  - snapshot authored PRs/issues: **5 PRs / 0 issues**
1651
+ - snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
1652
  - account age: **1735 days**
1653
  - recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
1654
  - public orgs: none visible
 
2338
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arigen1048)
2339
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arigen1048)
2340
  - repo first seen: `2026-04-28T15:23:48Z`
2341
+ - repo last seen: `2026-07-08T20:05:15Z`
2342
  - first seen in snapshot: **no**
2343
  - repo association: **CONTRIBUTOR**
2344
  - repo primary artifacts: **5**
2345
  - snapshot authored PRs/issues: **5 PRs / 0 issues**
2346
+ - snapshot discussion activity: **22 comments / 0 reviews / 0 review comments**
2347
  - account age: **92 days**
2348
  - recent public PR activity: **5 PRs** (0 merged / 3 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **60%**, open rate **40%**)
2349
  - public orgs: none visible
 
3001
  - repo first seen: `2026-07-08T05:08:24Z`
3002
  - repo last seen: `2026-07-08T05:15:24Z`
3003
  - first seen in snapshot: **no**
3004
+ - repo association: **CONTRIBUTOR**
3005
  - repo primary artifacts: **2**
3006
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
3007
  - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 
3012
  - heuristic read: **high open PR share; targets high-star repos**
3013
 
3014
  Example artifacts:
3015
+ - [PR #47157: 🌐 [i18n-KO] Translate accelerator_selection.md to Korean](https://github.com/huggingface/transformers/pull/47157) — closed, merged
3016
+ - [PR #47156: [i18n-KO] Translate optimum.md to Korean and fix Furiosa typo](https://github.com/huggingface/transformers/pull/47156) — closed, merged
3017
 
3018
  ### `Kropiunig`
3019
 
 
4329
  - [PR #46833: Fix RT-DETR indexing error when num_feature_levels exceeds backbone o…](https://github.com/huggingface/transformers/pull/46833) — closed, merged
4330
  - [Issue #46832: [RT-DETR] TypeError in RTDetrModel.forward when num_feature_levels > len(backbone outputs)](https://github.com/huggingface/transformers/issues/46832) — closed
4331
 
4332
+ ### `daviswer`
4333
+
4334
+ - profile: [github.com/daviswer](https://github.com/daviswer)
4335
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adaviswer)
4336
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adaviswer)
4337
+ - repo first seen: `2026-06-15T02:09:07Z`
4338
+ - repo last seen: `2026-07-08T19:28:45Z`
4339
+ - first seen in snapshot: **no**
4340
+ - repo association: **CONTRIBUTOR**
4341
+ - repo primary artifacts: **2**
4342
+ - snapshot authored PRs/issues: **1 PRs / 1 issues**
4343
+ - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
4344
+ - account age: **4261 days**
4345
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4346
+ - public orgs: none visible
4347
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
4348
+ - heuristic read: **high open PR share; targets high-star repos**
4349
+
4350
+ Example artifacts:
4351
+ - [PR #47179: Add Granite-swa and Granitemoe-swa model support](https://github.com/huggingface/transformers/pull/47179) — open
4352
+ - [Issue #46645: Add SWA+sink option to Granite models](https://github.com/huggingface/transformers/issues/46645) — open
4353
+
4354
  ### `evnsnclr`
4355
 
4356
  - profile: [github.com/evnsnclr](https://github.com/evnsnclr)
 
5251
  Example artifacts:
5252
  - [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
5253
 
5254
+ ### `atharvajoshi10`
5255
+
5256
+ - profile: [github.com/atharvajoshi10](https://github.com/atharvajoshi10)
5257
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aatharvajoshi10)
5258
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aatharvajoshi10)
5259
+ - repo first seen: `2026-07-08T22:49:00Z`
5260
+ - repo last seen: `2026-07-08T22:49:00Z`
5261
+ - first seen in snapshot: **yes**
5262
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
5263
+ - repo primary artifacts: **1**
5264
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
5265
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5266
+ - account age: **3285 days**
5267
+ - recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
5268
+ - public orgs: none visible
5269
+ - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
5270
+ - heuristic read: **high open PR share; targets high-star repos**
5271
+
5272
+ Example artifacts:
5273
+ - [PR #47181: Add Cosmos3 Edge model support](https://github.com/huggingface/transformers/pull/47181) — open
5274
+
5275
  ### `atri2549`
5276
 
5277
  - profile: [github.com/atri2549](https://github.com/atri2549)
 
5637
  - repo first seen: `2026-07-07T11:36:27Z`
5638
  - repo last seen: `2026-07-07T21:34:41Z`
5639
  - first seen in snapshot: **no**
5640
+ - repo association: **CONTRIBUTOR**
5641
  - repo primary artifacts: **1**
5642
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
5643
  - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
 
5648
  - heuristic read: **high open PR share; targets high-star repos**
5649
 
5650
  Example artifacts:
5651
+ - [PR #47135: [docs] fix curly quotes rendering to straight quotes](https://github.com/huggingface/transformers/pull/47135) — closed, merged
5652
 
5653
  ### `clyang82`
5654
 
 
7561
  Example artifacts:
7562
  - [PR #46929: Fix torch.export compatibility for Mixtral MoE experts](https://github.com/huggingface/transformers/pull/46929) — closed
7563
 
7564
+ ### `sarthak-ad011`
7565
+
7566
+ - profile: [github.com/sarthak-ad011](https://github.com/sarthak-ad011)
7567
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asarthak-ad011)
7568
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asarthak-ad011)
7569
+ - repo first seen: `2026-07-08T22:41:19Z`
7570
+ - repo last seen: `2026-07-08T22:41:19Z`
7571
+ - first seen in snapshot: **yes**
7572
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
7573
+ - repo primary artifacts: **1**
7574
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
7575
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7576
+ - account age: **328 days**
7577
+ - recent public PR activity: **60 PRs** (50 merged / 8 closed-unmerged / 2 open; merged rate **83%**, closed-unmerged rate **13%**, open rate **3%**)
7578
+ - public orgs: none visible
7579
+ - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
7580
+ - heuristic read: **young account; high recent PR volume**
7581
+
7582
+ Example artifacts:
7583
+ - [PR #47180: fix: resolve device mismatch in Bark semantic model by offloading inp…](https://github.com/huggingface/transformers/pull/47180) — open
7584
+
7585
  ### `Saurav-Gupta-13`
7586
 
7587
  - profile: [github.com/Saurav-Gupta-13](https://github.com/Saurav-Gupta-13)
 
7966
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asubin9)
7967
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asubin9)
7968
  - repo first seen: `2026-07-02T05:11:17Z`
7969
+ - repo last seen: `2026-07-08T23:57:08Z`
7970
  - first seen in snapshot: **no**
7971
  - repo association: **FIRST_TIME_CONTRIBUTOR**
7972
  - repo primary artifacts: **1**
7973
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
7974
+ - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
7975
  - account age: **1577 days**
7976
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
7977
  - public orgs: none visible
new_contributors.parquet CHANGED
@@ -1,3 +1,3 @@
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+ oid sha256:fcd1b8f90e5028593fe0e58b45b05fa96b18228ca77142226b2870885342d22f
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+ size 64784
pr-scope-clusters.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "repo": "huggingface/transformers",
3
- "snapshot_id": "20260708T180046Z",
4
- "generated_at": "2026-07-08T18:02:24Z",
5
  "cluster_count": 79,
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  "pr_scope_clusters": [
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  {
@@ -66,7 +66,7 @@
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  "left_pr_number": 43651,
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  "right_pr_number": 43663,
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  "similarity": 0.545,
69
- "content_similarity": 0.41,
70
  "size_similarity": 0.72,
71
  "breadth_similarity": 1.0,
72
  "concentration_similarity": 1.0,
@@ -177,7 +177,7 @@
177
  {
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  "left_pr_number": 43663,
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  "right_pr_number": 44660,
180
- "similarity": 0.458,
181
  "content_similarity": 0.388,
182
  "size_similarity": 0.24,
183
  "breadth_similarity": 1.0,
@@ -289,7 +289,7 @@
289
  {
290
  "left_pr_number": 44660,
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  "right_pr_number": 45067,
292
- "similarity": 0.433,
293
  "content_similarity": 0.352,
294
  "size_similarity": 0.24,
295
  "breadth_similarity": 1.0,
@@ -1943,7 +1943,7 @@
1943
  "left_pr_number": 41606,
1944
  "right_pr_number": 46161,
1945
  "similarity": 0.364,
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- "content_similarity": 0.119,
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  "size_similarity": 0.971,
1948
  "breadth_similarity": 1.0,
1949
  "concentration_similarity": 0.712,
@@ -1960,7 +1960,7 @@
1960
  "left_pr_number": 44543,
1961
  "right_pr_number": 45627,
1962
  "similarity": 0.36,
1963
- "content_similarity": 0.211,
1964
  "size_similarity": 0.423,
1965
  "breadth_similarity": 1.0,
1966
  "concentration_similarity": 0.985,
@@ -1994,8 +1994,8 @@
1994
  {
1995
  "left_pr_number": 41606,
1996
  "right_pr_number": 45627,
1997
- "similarity": 0.323,
1998
- "content_similarity": 0.113,
1999
  "size_similarity": 0.725,
2000
  "breadth_similarity": 1.0,
2001
  "concentration_similarity": 0.697,
@@ -2157,7 +2157,7 @@
2157
  "left_pr_number": 32189,
2158
  "right_pr_number": 47097,
2159
  "similarity": 0.474,
2160
- "content_similarity": 0.293,
2161
  "size_similarity": 0.977,
2162
  "breadth_similarity": 0.833,
2163
  "concentration_similarity": 0.766,
@@ -2276,7 +2276,7 @@
2276
  "left_pr_number": 32189,
2277
  "right_pr_number": 45985,
2278
  "similarity": 0.34,
2279
- "content_similarity": 0.34,
2280
  "size_similarity": 0.088,
2281
  "breadth_similarity": 0.417,
2282
  "concentration_similarity": 0.935,
@@ -2293,7 +2293,7 @@
2293
  "left_pr_number": 32189,
2294
  "right_pr_number": 39683,
2295
  "similarity": 0.327,
2296
- "content_similarity": 0.311,
2297
  "size_similarity": 0.135,
2298
  "breadth_similarity": 0.417,
2299
  "concentration_similarity": 0.935,
@@ -2309,7 +2309,7 @@
2309
  {
2310
  "left_pr_number": 32189,
2311
  "right_pr_number": 34667,
2312
- "similarity": 0.312,
2313
  "content_similarity": 0.306,
2314
  "size_similarity": 0.065,
2315
  "breadth_similarity": 0.417,
@@ -2344,7 +2344,7 @@
2344
  "left_pr_number": 32189,
2345
  "right_pr_number": 44872,
2346
  "similarity": 0.259,
2347
- "content_similarity": 0.239,
2348
  "size_similarity": 0.018,
2349
  "breadth_similarity": 0.417,
2350
  "concentration_similarity": 0.935,
@@ -2580,7 +2580,7 @@
2580
  47153
2581
  ],
2582
  "representative_pr_number": 46735,
2583
- "average_similarity": 0.41,
2584
  "summary": "5 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`, `src/transformers/generation/candidate_generator.py`; representative PR #46735.",
2585
  "shared_filenames": [
2586
  "tests/generation/test_utils.py",
@@ -2618,8 +2618,8 @@
2618
  {
2619
  "left_pr_number": 45979,
2620
  "right_pr_number": 46735,
2621
- "similarity": 0.582,
2622
- "content_similarity": 0.633,
2623
  "size_similarity": 0.248,
2624
  "breadth_similarity": 0.533,
2625
  "concentration_similarity": 0.96,
@@ -2638,8 +2638,8 @@
2638
  {
2639
  "left_pr_number": 45979,
2640
  "right_pr_number": 47153,
2641
- "similarity": 0.442,
2642
- "content_similarity": 0.45,
2643
  "size_similarity": 0.178,
2644
  "breadth_similarity": 0.533,
2645
  "concentration_similarity": 0.939,
@@ -2676,14 +2676,14 @@
2676
  },
2677
  {
2678
  "left_pr_number": 42655,
2679
- "right_pr_number": 46124,
2680
- "similarity": 0.399,
2681
- "content_similarity": 0.448,
2682
- "size_similarity": 0.038,
2683
- "breadth_similarity": 0.417,
2684
- "concentration_similarity": 0.753,
2685
  "shared_filenames": [
2686
- "src/transformers/generation/candidate_generator.py",
2687
  "tests/generation/test_utils.py"
2688
  ],
2689
  "shared_directories": [
@@ -2696,14 +2696,14 @@
2696
  },
2697
  {
2698
  "left_pr_number": 42655,
2699
- "right_pr_number": 45979,
2700
- "similarity": 0.386,
2701
- "content_similarity": 0.311,
2702
- "size_similarity": 0.329,
2703
- "breadth_similarity": 0.792,
2704
- "concentration_similarity": 0.797,
2705
  "shared_filenames": [
2706
- "src/transformers/generation/utils.py",
2707
  "tests/generation/test_utils.py"
2708
  ],
2709
  "shared_directories": [
@@ -2718,7 +2718,7 @@
2718
  "left_pr_number": 46124,
2719
  "right_pr_number": 46735,
2720
  "similarity": 0.386,
2721
- "content_similarity": 0.243,
2722
  "size_similarity": 0.467,
2723
  "breadth_similarity": 1.0,
2724
  "concentration_similarity": 0.917,
@@ -2737,7 +2737,7 @@
2737
  "left_pr_number": 42655,
2738
  "right_pr_number": 46735,
2739
  "similarity": 0.316,
2740
- "content_similarity": 0.314,
2741
  "size_similarity": 0.082,
2742
  "breadth_similarity": 0.417,
2743
  "concentration_similarity": 0.837,
@@ -2757,7 +2757,7 @@
2757
  "left_pr_number": 42655,
2758
  "right_pr_number": 47153,
2759
  "similarity": 0.301,
2760
- "content_similarity": 0.305,
2761
  "size_similarity": 0.059,
2762
  "breadth_similarity": 0.417,
2763
  "concentration_similarity": 0.736,
@@ -2777,7 +2777,7 @@
2777
  "left_pr_number": 45979,
2778
  "right_pr_number": 46124,
2779
  "similarity": 0.272,
2780
- "content_similarity": 0.219,
2781
  "size_similarity": 0.116,
2782
  "breadth_similarity": 0.533,
2783
  "concentration_similarity": 0.957,
@@ -2804,7 +2804,7 @@
2804
  47109
2805
  ],
2806
  "representative_pr_number": 44407,
2807
- "average_similarity": 0.356,
2808
  "summary": "5 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44407.",
2809
  "shared_filenames": [],
2810
  "shared_directories": [
@@ -2834,8 +2834,8 @@
2834
  {
2835
  "left_pr_number": 33686,
2836
  "right_pr_number": 44550,
2837
- "similarity": 0.396,
2838
- "content_similarity": 0.137,
2839
  "size_similarity": 1.0,
2840
  "breadth_similarity": 1.0,
2841
  "concentration_similarity": 1.0,
@@ -3186,7 +3186,7 @@
3186
  {
3187
  "left_pr_number": 45293,
3188
  "right_pr_number": 46580,
3189
- "similarity": 0.547,
3190
  "content_similarity": 0.503,
3191
  "size_similarity": 0.714,
3192
  "breadth_similarity": 0.5,
@@ -3204,8 +3204,8 @@
3204
  {
3205
  "left_pr_number": 46580,
3206
  "right_pr_number": 47017,
3207
- "similarity": 0.505,
3208
- "content_similarity": 0.537,
3209
  "size_similarity": 0.318,
3210
  "breadth_similarity": 0.5,
3211
  "concentration_similarity": 0.625,
@@ -3352,7 +3352,7 @@
3352
  {
3353
  "left_pr_number": 45438,
3354
  "right_pr_number": 45883,
3355
- "similarity": 0.544,
3356
  "content_similarity": 0.58,
3357
  "size_similarity": 0.392,
3358
  "breadth_similarity": 0.325,
@@ -3393,7 +3393,7 @@
3393
  "left_pr_number": 45294,
3394
  "right_pr_number": 46642,
3395
  "similarity": 0.343,
3396
- "content_similarity": 0.315,
3397
  "size_similarity": 0.275,
3398
  "breadth_similarity": 0.561,
3399
  "concentration_similarity": 0.51,
@@ -3454,8 +3454,8 @@
3454
  {
3455
  "left_pr_number": 44615,
3456
  "right_pr_number": 46152,
3457
- "similarity": 0.626,
3458
- "content_similarity": 0.555,
3459
  "size_similarity": 0.583,
3460
  "breadth_similarity": 1.0,
3461
  "concentration_similarity": 1.0,
@@ -3471,8 +3471,8 @@
3471
  {
3472
  "left_pr_number": 44615,
3473
  "right_pr_number": 46995,
3474
- "similarity": 0.488,
3475
- "content_similarity": 0.433,
3476
  "size_similarity": 0.229,
3477
  "breadth_similarity": 1.0,
3478
  "concentration_similarity": 1.0,
@@ -3489,7 +3489,7 @@
3489
  "left_pr_number": 46152,
3490
  "right_pr_number": 46995,
3491
  "similarity": 0.474,
3492
- "content_similarity": 0.435,
3493
  "size_similarity": 0.133,
3494
  "breadth_similarity": 1.0,
3495
  "concentration_similarity": 1.0,
@@ -3505,8 +3505,8 @@
3505
  {
3506
  "left_pr_number": 44385,
3507
  "right_pr_number": 46995,
3508
- "similarity": 0.424,
3509
- "content_similarity": 0.307,
3510
  "size_similarity": 0.615,
3511
  "breadth_similarity": 0.667,
3512
  "concentration_similarity": 1.0,
@@ -3522,8 +3522,8 @@
3522
  {
3523
  "left_pr_number": 44385,
3524
  "right_pr_number": 44615,
3525
- "similarity": 0.408,
3526
- "content_similarity": 0.336,
3527
  "size_similarity": 0.371,
3528
  "breadth_similarity": 0.667,
3529
  "concentration_similarity": 1.0,
@@ -3540,7 +3540,7 @@
3540
  "left_pr_number": 44385,
3541
  "right_pr_number": 46152,
3542
  "similarity": 0.385,
3543
- "content_similarity": 0.337,
3544
  "size_similarity": 0.217,
3545
  "breadth_similarity": 0.667,
3546
  "concentration_similarity": 1.0,
@@ -3866,8 +3866,8 @@
3866
  {
3867
  "left_pr_number": 44015,
3868
  "right_pr_number": 44676,
3869
- "similarity": 0.42,
3870
- "content_similarity": 0.51,
3871
  "size_similarity": 0.034,
3872
  "breadth_similarity": 0.333,
3873
  "concentration_similarity": 0.488,
@@ -3891,7 +3891,7 @@
3891
  46364
3892
  ],
3893
  "representative_pr_number": 41441,
3894
- "average_similarity": 0.57,
3895
  "summary": "3 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
3896
  "shared_filenames": [
3897
  "src/transformers/hf_argparser.py"
@@ -4012,7 +4012,7 @@
4012
  {
4013
  "left_pr_number": 43997,
4014
  "right_pr_number": 44019,
4015
- "similarity": 0.275,
4016
  "content_similarity": 0.023,
4017
  "size_similarity": 0.722,
4018
  "breadth_similarity": 1.0,
@@ -4061,7 +4061,7 @@
4061
  "left_pr_number": 44114,
4062
  "right_pr_number": 46196,
4063
  "similarity": 0.668,
4064
- "content_similarity": 0.701,
4065
  "size_similarity": 0.431,
4066
  "breadth_similarity": 0.631,
4067
  "concentration_similarity": 0.993,
@@ -4180,7 +4180,7 @@
4180
  {
4181
  "left_pr_number": 43656,
4182
  "right_pr_number": 43842,
4183
- "similarity": 0.58,
4184
  "content_similarity": 0.566,
4185
  "size_similarity": 0.222,
4186
  "breadth_similarity": 1.0,
@@ -4316,7 +4316,7 @@
4316
  45655
4317
  ],
4318
  "representative_pr_number": 45649,
4319
- "average_similarity": 0.465,
4320
  "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
4321
  "shared_filenames": [
4322
  "src/transformers/modeling_utils.py"
@@ -4327,12 +4327,12 @@
4327
  ],
4328
  "pairwise": [
4329
  {
4330
- "left_pr_number": 45649,
4331
- "right_pr_number": 45655,
4332
- "similarity": 0.517,
4333
- "content_similarity": 0.357,
4334
- "size_similarity": 0.778,
4335
- "breadth_similarity": 1.0,
4336
  "concentration_similarity": 1.0,
4337
  "shared_filenames": [
4338
  "src/transformers/modeling_utils.py"
@@ -4343,12 +4343,12 @@
4343
  ]
4344
  },
4345
  {
4346
- "left_pr_number": 45548,
4347
- "right_pr_number": 45649,
4348
  "similarity": 0.514,
4349
- "content_similarity": 0.523,
4350
- "size_similarity": 0.149,
4351
- "breadth_similarity": 0.75,
4352
  "concentration_similarity": 1.0,
4353
  "shared_filenames": [
4354
  "src/transformers/modeling_utils.py"
@@ -4361,8 +4361,8 @@
4361
  {
4362
  "left_pr_number": 45548,
4363
  "right_pr_number": 45655,
4364
- "similarity": 0.364,
4365
- "content_similarity": 0.3,
4366
  "size_similarity": 0.191,
4367
  "breadth_similarity": 0.75,
4368
  "concentration_similarity": 1.0,
@@ -4444,7 +4444,7 @@
4444
  "left_pr_number": 46099,
4445
  "right_pr_number": 46269,
4446
  "similarity": 0.413,
4447
- "content_similarity": 0.49,
4448
  "size_similarity": 0.013,
4449
  "breadth_similarity": 0.284,
4450
  "concentration_similarity": 0.805,
@@ -4576,8 +4576,8 @@
4576
  {
4577
  "left_pr_number": 45709,
4578
  "right_pr_number": 46211,
4579
- "similarity": 0.196,
4580
- "content_similarity": 0.049,
4581
  "size_similarity": 0.753,
4582
  "breadth_similarity": 0.2,
4583
  "concentration_similarity": 0.571,
@@ -5426,7 +5426,7 @@
5426
  45977
5427
  ],
5428
  "representative_pr_number": 44794,
5429
- "average_similarity": 0.714,
5430
  "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`, `src/transformers/quantizers/quantizer_gguf.py`; representative PR #44794.",
5431
  "shared_filenames": [
5432
  "src/transformers/integrations/gguf_dequant.py",
@@ -5452,7 +5452,7 @@
5452
  {
5453
  "left_pr_number": 44794,
5454
  "right_pr_number": 45977,
5455
- "similarity": 0.714,
5456
  "content_similarity": 0.735,
5457
  "size_similarity": 0.596,
5458
  "breadth_similarity": 0.694,
@@ -5526,7 +5526,7 @@
5526
  45480
5527
  ],
5528
  "representative_pr_number": 43747,
5529
- "average_similarity": 0.672,
5530
  "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
5531
  "shared_filenames": [
5532
  "tests/quantization/compressed_tensors_integration/test_compressed_models.py"
@@ -5540,8 +5540,8 @@
5540
  {
5541
  "left_pr_number": 43747,
5542
  "right_pr_number": 45480,
5543
- "similarity": 0.672,
5544
- "content_similarity": 0.621,
5545
  "size_similarity": 0.664,
5546
  "breadth_similarity": 1.0,
5547
  "concentration_similarity": 0.751,
@@ -5716,7 +5716,7 @@
5716
  "left_pr_number": 44228,
5717
  "right_pr_number": 46324,
5718
  "similarity": 0.563,
5719
- "content_similarity": 0.599,
5720
  "size_similarity": 0.259,
5721
  "breadth_similarity": 0.583,
5722
  "concentration_similarity": 0.926,
@@ -5831,6 +5831,43 @@
5831
  }
5832
  ]
5833
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5834
  {
5835
  "cluster_id": "pr-scope-45541-2",
5836
  "pr_numbers": [
@@ -5909,80 +5946,6 @@
5909
  }
5910
  ]
5911
  },
5912
- {
5913
- "cluster_id": "pr-scope-45037-2",
5914
- "pr_numbers": [
5915
- 45037,
5916
- 47135
5917
- ],
5918
- "representative_pr_number": 45037,
5919
- "average_similarity": 0.512,
5920
- "summary": "2 open PRs share weighted file overlap around `docs/source/en/attention_interface.md`; representative PR #45037.",
5921
- "shared_filenames": [
5922
- "docs/source/en/attention_interface.md"
5923
- ],
5924
- "shared_directories": [
5925
- "docs/source/en",
5926
- "docs/source",
5927
- "docs"
5928
- ],
5929
- "pairwise": [
5930
- {
5931
- "left_pr_number": 45037,
5932
- "right_pr_number": 47135,
5933
- "similarity": 0.512,
5934
- "content_similarity": 0.497,
5935
- "size_similarity": 0.095,
5936
- "breadth_similarity": 1.0,
5937
- "concentration_similarity": 1.0,
5938
- "shared_filenames": [
5939
- "docs/source/en/attention_interface.md"
5940
- ],
5941
- "shared_directories": [
5942
- "docs/source/en",
5943
- "docs/source",
5944
- "docs"
5945
- ]
5946
- }
5947
- ]
5948
- },
5949
- {
5950
- "cluster_id": "pr-scope-45056-2",
5951
- "pr_numbers": [
5952
- 45056,
5953
- 45128
5954
- ],
5955
- "representative_pr_number": 45056,
5956
- "average_similarity": 0.508,
5957
- "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
5958
- "shared_filenames": [
5959
- "src/transformers/utils/auto_docstring.py"
5960
- ],
5961
- "shared_directories": [
5962
- "src/transformers/utils",
5963
- "src/transformers",
5964
- "src"
5965
- ],
5966
- "pairwise": [
5967
- {
5968
- "left_pr_number": 45056,
5969
- "right_pr_number": 45128,
5970
- "similarity": 0.508,
5971
- "content_similarity": 0.406,
5972
- "size_similarity": 0.669,
5973
- "breadth_similarity": 0.875,
5974
- "concentration_similarity": 0.724,
5975
- "shared_filenames": [
5976
- "src/transformers/utils/auto_docstring.py"
5977
- ],
5978
- "shared_directories": [
5979
- "src/transformers/utils",
5980
- "src/transformers",
5981
- "src"
5982
- ]
5983
- }
5984
- ]
5985
- },
5986
  {
5987
  "cluster_id": "pr-scope-44973-2",
5988
  "pr_numbers": [
@@ -6048,6 +6011,43 @@
6048
  }
6049
  ]
6050
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6051
  {
6052
  "cluster_id": "pr-scope-45110-2",
6053
  "pr_numbers": [
@@ -6433,7 +6433,7 @@
6433
  44339
6434
  ],
6435
  "representative_pr_number": 41356,
6436
- "average_similarity": 0.439,
6437
  "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`, `src/transformers/models/deimv2/configuration_deimv2.py`; representative PR #41356.",
6438
  "shared_filenames": [
6439
  "docs/source/en/model_doc/deimv2.md",
@@ -6457,7 +6457,7 @@
6457
  {
6458
  "left_pr_number": 41356,
6459
  "right_pr_number": 44339,
6460
- "similarity": 0.439,
6461
  "content_similarity": 0.476,
6462
  "size_similarity": 0.081,
6463
  "breadth_similarity": 0.444,
@@ -6566,7 +6566,7 @@
6566
  46643
6567
  ],
6568
  "representative_pr_number": 42112,
6569
- "average_similarity": 0.429,
6570
  "summary": "2 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 #42112.",
6571
  "shared_filenames": [
6572
  "src/transformers/generation/logits_process.py",
@@ -6584,8 +6584,8 @@
6584
  {
6585
  "left_pr_number": 42112,
6586
  "right_pr_number": 46643,
6587
- "similarity": 0.429,
6588
- "content_similarity": 0.472,
6589
  "size_similarity": 0.029,
6590
  "breadth_similarity": 0.521,
6591
  "concentration_similarity": 0.841,
@@ -6703,7 +6703,7 @@
6703
  45783
6704
  ],
6705
  "representative_pr_number": 43446,
6706
- "average_similarity": 0.402,
6707
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`; representative PR #43446.",
6708
  "shared_filenames": [
6709
  "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
@@ -6729,7 +6729,7 @@
6729
  {
6730
  "left_pr_number": 43446,
6731
  "right_pr_number": 45783,
6732
- "similarity": 0.402,
6733
  "content_similarity": 0.378,
6734
  "size_similarity": 0.344,
6735
  "breadth_similarity": 0.4,
@@ -6821,7 +6821,7 @@
6821
  "left_pr_number": 44606,
6822
  "right_pr_number": 45086,
6823
  "similarity": 0.401,
6824
- "content_similarity": 0.312,
6825
  "size_similarity": 0.222,
6826
  "breadth_similarity": 1.0,
6827
  "concentration_similarity": 1.0,
@@ -6908,7 +6908,7 @@
6908
  45552
6909
  ],
6910
  "representative_pr_number": 44642,
6911
- "average_similarity": 0.364,
6912
  "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
6913
  "shared_filenames": [
6914
  "src/transformers/utils/auto_docstring.py"
@@ -6922,8 +6922,8 @@
6922
  {
6923
  "left_pr_number": 44642,
6924
  "right_pr_number": 45552,
6925
- "similarity": 0.364,
6926
- "content_similarity": 0.27,
6927
  "size_similarity": 0.167,
6928
  "breadth_similarity": 1.0,
6929
  "concentration_similarity": 1.0,
@@ -6995,7 +6995,7 @@
6995
  "left_pr_number": 45975,
6996
  "right_pr_number": 46792,
6997
  "similarity": 0.353,
6998
- "content_similarity": 0.256,
6999
  "size_similarity": 0.444,
7000
  "breadth_similarity": 0.75,
7001
  "concentration_similarity": 0.647,
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260709T000028Z",
4
+ "generated_at": "2026-07-09T00:01:39Z",
5
  "cluster_count": 79,
6
  "pr_scope_clusters": [
7
  {
 
66
  "left_pr_number": 43651,
67
  "right_pr_number": 43663,
68
  "similarity": 0.545,
69
+ "content_similarity": 0.409,
70
  "size_similarity": 0.72,
71
  "breadth_similarity": 1.0,
72
  "concentration_similarity": 1.0,
 
177
  {
178
  "left_pr_number": 43663,
179
  "right_pr_number": 44660,
180
+ "similarity": 0.457,
181
  "content_similarity": 0.388,
182
  "size_similarity": 0.24,
183
  "breadth_similarity": 1.0,
 
289
  {
290
  "left_pr_number": 44660,
291
  "right_pr_number": 45067,
292
+ "similarity": 0.432,
293
  "content_similarity": 0.352,
294
  "size_similarity": 0.24,
295
  "breadth_similarity": 1.0,
 
1943
  "left_pr_number": 41606,
1944
  "right_pr_number": 46161,
1945
  "similarity": 0.364,
1946
+ "content_similarity": 0.118,
1947
  "size_similarity": 0.971,
1948
  "breadth_similarity": 1.0,
1949
  "concentration_similarity": 0.712,
 
1960
  "left_pr_number": 44543,
1961
  "right_pr_number": 45627,
1962
  "similarity": 0.36,
1963
+ "content_similarity": 0.21,
1964
  "size_similarity": 0.423,
1965
  "breadth_similarity": 1.0,
1966
  "concentration_similarity": 0.985,
 
1994
  {
1995
  "left_pr_number": 41606,
1996
  "right_pr_number": 45627,
1997
+ "similarity": 0.322,
1998
+ "content_similarity": 0.112,
1999
  "size_similarity": 0.725,
2000
  "breadth_similarity": 1.0,
2001
  "concentration_similarity": 0.697,
 
2157
  "left_pr_number": 32189,
2158
  "right_pr_number": 47097,
2159
  "similarity": 0.474,
2160
+ "content_similarity": 0.294,
2161
  "size_similarity": 0.977,
2162
  "breadth_similarity": 0.833,
2163
  "concentration_similarity": 0.766,
 
2276
  "left_pr_number": 32189,
2277
  "right_pr_number": 45985,
2278
  "similarity": 0.34,
2279
+ "content_similarity": 0.341,
2280
  "size_similarity": 0.088,
2281
  "breadth_similarity": 0.417,
2282
  "concentration_similarity": 0.935,
 
2293
  "left_pr_number": 32189,
2294
  "right_pr_number": 39683,
2295
  "similarity": 0.327,
2296
+ "content_similarity": 0.312,
2297
  "size_similarity": 0.135,
2298
  "breadth_similarity": 0.417,
2299
  "concentration_similarity": 0.935,
 
2309
  {
2310
  "left_pr_number": 32189,
2311
  "right_pr_number": 34667,
2312
+ "similarity": 0.313,
2313
  "content_similarity": 0.306,
2314
  "size_similarity": 0.065,
2315
  "breadth_similarity": 0.417,
 
2344
  "left_pr_number": 32189,
2345
  "right_pr_number": 44872,
2346
  "similarity": 0.259,
2347
+ "content_similarity": 0.24,
2348
  "size_similarity": 0.018,
2349
  "breadth_similarity": 0.417,
2350
  "concentration_similarity": 0.935,
 
2580
  47153
2581
  ],
2582
  "representative_pr_number": 46735,
2583
+ "average_similarity": 0.413,
2584
  "summary": "5 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`, `src/transformers/generation/candidate_generator.py`; representative PR #46735.",
2585
  "shared_filenames": [
2586
  "tests/generation/test_utils.py",
 
2618
  {
2619
  "left_pr_number": 45979,
2620
  "right_pr_number": 46735,
2621
+ "similarity": 0.584,
2622
+ "content_similarity": 0.636,
2623
  "size_similarity": 0.248,
2624
  "breadth_similarity": 0.533,
2625
  "concentration_similarity": 0.96,
 
2638
  {
2639
  "left_pr_number": 45979,
2640
  "right_pr_number": 47153,
2641
+ "similarity": 0.443,
2642
+ "content_similarity": 0.452,
2643
  "size_similarity": 0.178,
2644
  "breadth_similarity": 0.533,
2645
  "concentration_similarity": 0.939,
 
2676
  },
2677
  {
2678
  "left_pr_number": 42655,
2679
+ "right_pr_number": 45979,
2680
+ "similarity": 0.412,
2681
+ "content_similarity": 0.347,
2682
+ "size_similarity": 0.329,
2683
+ "breadth_similarity": 0.792,
2684
+ "concentration_similarity": 0.797,
2685
  "shared_filenames": [
2686
+ "src/transformers/generation/utils.py",
2687
  "tests/generation/test_utils.py"
2688
  ],
2689
  "shared_directories": [
 
2696
  },
2697
  {
2698
  "left_pr_number": 42655,
2699
+ "right_pr_number": 46124,
2700
+ "similarity": 0.399,
2701
+ "content_similarity": 0.449,
2702
+ "size_similarity": 0.038,
2703
+ "breadth_similarity": 0.417,
2704
+ "concentration_similarity": 0.753,
2705
  "shared_filenames": [
2706
+ "src/transformers/generation/candidate_generator.py",
2707
  "tests/generation/test_utils.py"
2708
  ],
2709
  "shared_directories": [
 
2718
  "left_pr_number": 46124,
2719
  "right_pr_number": 46735,
2720
  "similarity": 0.386,
2721
+ "content_similarity": 0.242,
2722
  "size_similarity": 0.467,
2723
  "breadth_similarity": 1.0,
2724
  "concentration_similarity": 0.917,
 
2737
  "left_pr_number": 42655,
2738
  "right_pr_number": 46735,
2739
  "similarity": 0.316,
2740
+ "content_similarity": 0.315,
2741
  "size_similarity": 0.082,
2742
  "breadth_similarity": 0.417,
2743
  "concentration_similarity": 0.837,
 
2757
  "left_pr_number": 42655,
2758
  "right_pr_number": 47153,
2759
  "similarity": 0.301,
2760
+ "content_similarity": 0.306,
2761
  "size_similarity": 0.059,
2762
  "breadth_similarity": 0.417,
2763
  "concentration_similarity": 0.736,
 
2777
  "left_pr_number": 45979,
2778
  "right_pr_number": 46124,
2779
  "similarity": 0.272,
2780
+ "content_similarity": 0.22,
2781
  "size_similarity": 0.116,
2782
  "breadth_similarity": 0.533,
2783
  "concentration_similarity": 0.957,
 
2804
  47109
2805
  ],
2806
  "representative_pr_number": 44407,
2807
+ "average_similarity": 0.355,
2808
  "summary": "5 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44407.",
2809
  "shared_filenames": [],
2810
  "shared_directories": [
 
2834
  {
2835
  "left_pr_number": 33686,
2836
  "right_pr_number": 44550,
2837
+ "similarity": 0.395,
2838
+ "content_similarity": 0.136,
2839
  "size_similarity": 1.0,
2840
  "breadth_similarity": 1.0,
2841
  "concentration_similarity": 1.0,
 
3186
  {
3187
  "left_pr_number": 45293,
3188
  "right_pr_number": 46580,
3189
+ "similarity": 0.546,
3190
  "content_similarity": 0.503,
3191
  "size_similarity": 0.714,
3192
  "breadth_similarity": 0.5,
 
3204
  {
3205
  "left_pr_number": 46580,
3206
  "right_pr_number": 47017,
3207
+ "similarity": 0.504,
3208
+ "content_similarity": 0.536,
3209
  "size_similarity": 0.318,
3210
  "breadth_similarity": 0.5,
3211
  "concentration_similarity": 0.625,
 
3352
  {
3353
  "left_pr_number": 45438,
3354
  "right_pr_number": 45883,
3355
+ "similarity": 0.543,
3356
  "content_similarity": 0.58,
3357
  "size_similarity": 0.392,
3358
  "breadth_similarity": 0.325,
 
3393
  "left_pr_number": 45294,
3394
  "right_pr_number": 46642,
3395
  "similarity": 0.343,
3396
+ "content_similarity": 0.314,
3397
  "size_similarity": 0.275,
3398
  "breadth_similarity": 0.561,
3399
  "concentration_similarity": 0.51,
 
3454
  {
3455
  "left_pr_number": 44615,
3456
  "right_pr_number": 46152,
3457
+ "similarity": 0.625,
3458
+ "content_similarity": 0.554,
3459
  "size_similarity": 0.583,
3460
  "breadth_similarity": 1.0,
3461
  "concentration_similarity": 1.0,
 
3471
  {
3472
  "left_pr_number": 44615,
3473
  "right_pr_number": 46995,
3474
+ "similarity": 0.487,
3475
+ "content_similarity": 0.432,
3476
  "size_similarity": 0.229,
3477
  "breadth_similarity": 1.0,
3478
  "concentration_similarity": 1.0,
 
3489
  "left_pr_number": 46152,
3490
  "right_pr_number": 46995,
3491
  "similarity": 0.474,
3492
+ "content_similarity": 0.434,
3493
  "size_similarity": 0.133,
3494
  "breadth_similarity": 1.0,
3495
  "concentration_similarity": 1.0,
 
3505
  {
3506
  "left_pr_number": 44385,
3507
  "right_pr_number": 46995,
3508
+ "similarity": 0.423,
3509
+ "content_similarity": 0.306,
3510
  "size_similarity": 0.615,
3511
  "breadth_similarity": 0.667,
3512
  "concentration_similarity": 1.0,
 
3522
  {
3523
  "left_pr_number": 44385,
3524
  "right_pr_number": 44615,
3525
+ "similarity": 0.407,
3526
+ "content_similarity": 0.335,
3527
  "size_similarity": 0.371,
3528
  "breadth_similarity": 0.667,
3529
  "concentration_similarity": 1.0,
 
3540
  "left_pr_number": 44385,
3541
  "right_pr_number": 46152,
3542
  "similarity": 0.385,
3543
+ "content_similarity": 0.336,
3544
  "size_similarity": 0.217,
3545
  "breadth_similarity": 0.667,
3546
  "concentration_similarity": 1.0,
 
3866
  {
3867
  "left_pr_number": 44015,
3868
  "right_pr_number": 44676,
3869
+ "similarity": 0.419,
3870
+ "content_similarity": 0.509,
3871
  "size_similarity": 0.034,
3872
  "breadth_similarity": 0.333,
3873
  "concentration_similarity": 0.488,
 
3891
  46364
3892
  ],
3893
  "representative_pr_number": 41441,
3894
+ "average_similarity": 0.569,
3895
  "summary": "3 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
3896
  "shared_filenames": [
3897
  "src/transformers/hf_argparser.py"
 
4012
  {
4013
  "left_pr_number": 43997,
4014
  "right_pr_number": 44019,
4015
+ "similarity": 0.274,
4016
  "content_similarity": 0.023,
4017
  "size_similarity": 0.722,
4018
  "breadth_similarity": 1.0,
 
4061
  "left_pr_number": 44114,
4062
  "right_pr_number": 46196,
4063
  "similarity": 0.668,
4064
+ "content_similarity": 0.7,
4065
  "size_similarity": 0.431,
4066
  "breadth_similarity": 0.631,
4067
  "concentration_similarity": 0.993,
 
4180
  {
4181
  "left_pr_number": 43656,
4182
  "right_pr_number": 43842,
4183
+ "similarity": 0.579,
4184
  "content_similarity": 0.566,
4185
  "size_similarity": 0.222,
4186
  "breadth_similarity": 1.0,
 
4316
  45655
4317
  ],
4318
  "representative_pr_number": 45649,
4319
+ "average_similarity": 0.463,
4320
  "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
4321
  "shared_filenames": [
4322
  "src/transformers/modeling_utils.py"
 
4327
  ],
4328
  "pairwise": [
4329
  {
4330
+ "left_pr_number": 45548,
4331
+ "right_pr_number": 45649,
4332
+ "similarity": 0.514,
4333
+ "content_similarity": 0.523,
4334
+ "size_similarity": 0.149,
4335
+ "breadth_similarity": 0.75,
4336
  "concentration_similarity": 1.0,
4337
  "shared_filenames": [
4338
  "src/transformers/modeling_utils.py"
 
4343
  ]
4344
  },
4345
  {
4346
+ "left_pr_number": 45649,
4347
+ "right_pr_number": 45655,
4348
  "similarity": 0.514,
4349
+ "content_similarity": 0.353,
4350
+ "size_similarity": 0.778,
4351
+ "breadth_similarity": 1.0,
4352
  "concentration_similarity": 1.0,
4353
  "shared_filenames": [
4354
  "src/transformers/modeling_utils.py"
 
4361
  {
4362
  "left_pr_number": 45548,
4363
  "right_pr_number": 45655,
4364
+ "similarity": 0.362,
4365
+ "content_similarity": 0.297,
4366
  "size_similarity": 0.191,
4367
  "breadth_similarity": 0.75,
4368
  "concentration_similarity": 1.0,
 
4444
  "left_pr_number": 46099,
4445
  "right_pr_number": 46269,
4446
  "similarity": 0.413,
4447
+ "content_similarity": 0.489,
4448
  "size_similarity": 0.013,
4449
  "breadth_similarity": 0.284,
4450
  "concentration_similarity": 0.805,
 
4576
  {
4577
  "left_pr_number": 45709,
4578
  "right_pr_number": 46211,
4579
+ "similarity": 0.195,
4580
+ "content_similarity": 0.048,
4581
  "size_similarity": 0.753,
4582
  "breadth_similarity": 0.2,
4583
  "concentration_similarity": 0.571,
 
5426
  45977
5427
  ],
5428
  "representative_pr_number": 44794,
5429
+ "average_similarity": 0.715,
5430
  "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`, `src/transformers/quantizers/quantizer_gguf.py`; representative PR #44794.",
5431
  "shared_filenames": [
5432
  "src/transformers/integrations/gguf_dequant.py",
 
5452
  {
5453
  "left_pr_number": 44794,
5454
  "right_pr_number": 45977,
5455
+ "similarity": 0.715,
5456
  "content_similarity": 0.735,
5457
  "size_similarity": 0.596,
5458
  "breadth_similarity": 0.694,
 
5526
  45480
5527
  ],
5528
  "representative_pr_number": 43747,
5529
+ "average_similarity": 0.668,
5530
  "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
5531
  "shared_filenames": [
5532
  "tests/quantization/compressed_tensors_integration/test_compressed_models.py"
 
5540
  {
5541
  "left_pr_number": 43747,
5542
  "right_pr_number": 45480,
5543
+ "similarity": 0.668,
5544
+ "content_similarity": 0.616,
5545
  "size_similarity": 0.664,
5546
  "breadth_similarity": 1.0,
5547
  "concentration_similarity": 0.751,
 
5716
  "left_pr_number": 44228,
5717
  "right_pr_number": 46324,
5718
  "similarity": 0.563,
5719
+ "content_similarity": 0.6,
5720
  "size_similarity": 0.259,
5721
  "breadth_similarity": 0.583,
5722
  "concentration_similarity": 0.926,
 
5831
  }
5832
  ]
5833
  },
5834
+ {
5835
+ "cluster_id": "pr-scope-47089-2",
5836
+ "pr_numbers": [
5837
+ 47089,
5838
+ 47152
5839
+ ],
5840
+ "representative_pr_number": 47089,
5841
+ "average_similarity": 0.547,
5842
+ "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/quantization_config.py`; representative PR #47089.",
5843
+ "shared_filenames": [
5844
+ "src/transformers/utils/quantization_config.py"
5845
+ ],
5846
+ "shared_directories": [
5847
+ "src/transformers/utils",
5848
+ "src/transformers",
5849
+ "src"
5850
+ ],
5851
+ "pairwise": [
5852
+ {
5853
+ "left_pr_number": 47089,
5854
+ "right_pr_number": 47152,
5855
+ "similarity": 0.547,
5856
+ "content_similarity": 0.46,
5857
+ "size_similarity": 0.5,
5858
+ "breadth_similarity": 1.0,
5859
+ "concentration_similarity": 1.0,
5860
+ "shared_filenames": [
5861
+ "src/transformers/utils/quantization_config.py"
5862
+ ],
5863
+ "shared_directories": [
5864
+ "src/transformers/utils",
5865
+ "src/transformers",
5866
+ "src"
5867
+ ]
5868
+ }
5869
+ ]
5870
+ },
5871
  {
5872
  "cluster_id": "pr-scope-45541-2",
5873
  "pr_numbers": [
 
5946
  }
5947
  ]
5948
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5949
  {
5950
  "cluster_id": "pr-scope-44973-2",
5951
  "pr_numbers": [
 
6011
  }
6012
  ]
6013
  },
6014
+ {
6015
+ "cluster_id": "pr-scope-45056-2",
6016
+ "pr_numbers": [
6017
+ 45056,
6018
+ 45128
6019
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