Refresh transformers dataset snapshot 20260525T060031Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260525T000033Z`
+- latest snapshot: `20260525T060031Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

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new-contributors-report.md

@@ -1,15 +1,15 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260525T000033Z`
-- Generated: `2026-05-25T00:01:00Z`
+- Snapshot: `20260525T060031Z`
+- Generated: `2026-05-25T06:01:48Z`
 - Activity window: `60d`
-- Contributors: `360`
+- Contributors: `361`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 97 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 99 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 89 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 79 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 79 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
@@ -32,7 +32,7 @@
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 18 | 0 | n/a | n/a | n/a | summary unavailable |
 | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 17 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
 | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 17 | 0 | strong | moderate | low | — |
-| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 16 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 16 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 16 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
 | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1497d | `2025-12-24T11:54:53Z` | 15 | 0 | mixed | moderate | low | — |
@@ -158,6 +158,7 @@
 | `sdharani91` | [profile](https://github.com/sdharani91) | no | CONTRIBUTOR | 3365d | `2026-03-18T05:45:40Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `vasanthrpjan1-boop` | [profile](https://github.com/vasanthrpjan1-boop) | no | CONTRIBUTOR | 254d | `2026-02-08T14:25:35Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
+| `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
 | `zvik` | [profile](https://github.com/zvik) | no | FIRST_TIME_CONTRIBUTOR | 4383d | `2026-03-03T07:50:39Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
 | `artem-spector` | [profile](https://github.com/artem-spector) | no | CONTRIBUTOR | 4093d | `2026-04-13T13:31:01Z` | 1 | 2 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -203,7 +204,7 @@
 | `Abdeltoto` | [profile](https://github.com/Abdeltoto) | no | NONE | 265d | `2026-04-22T02:56:43Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share |
 | `abhiprd200` | [profile](https://github.com/abhiprd200) | no | FIRST_TIMER | 42d | `2026-04-24T18:01:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5075d | `2026-01-13T19:16:29Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
-| `Ace3Z` | [profile](https://github.com/Ace3Z) | yes | FIRST_TIME_CONTRIBUTOR | 2598d | `2026-05-24T21:47:03Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `Ace3Z` | [profile](https://github.com/Ace3Z) | no | NONE | 2598d | `2026-05-24T21:47:03Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Aditya-ad48` | [profile](https://github.com/Aditya-ad48) | no | FIRST_TIME_CONTRIBUTOR | 705d | `2026-05-24T09:20:39Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `adityachoksi2512` | [profile](https://github.com/adityachoksi2512) | no | FIRST_TIMER | 1471d | `2026-05-01T03:03:13Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `adityasingh2400` | [profile](https://github.com/adityasingh2400) | no | NONE | 2313d | `2026-05-21T11:23:35Z` | 1 | 0 | weak | high | medium | extremely high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
@@ -378,11 +379,11 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
 - repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-05-20T09:37:46Z`
+- repo last seen: `2026-05-25T03:00:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **97**
-- snapshot authored PRs/issues: **97 PRs / 0 issues**
+- repo primary artifacts: **99**
+- snapshot authored PRs/issues: **99 PRs / 0 issues**
 - snapshot discussion activity: **245 comments / 326 reviews / 502 review comments**
 - account age: **2036 days**
 - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
@@ -391,9 +392,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #46189: Update cohere2_moe tp_plan](https://github.com/huggingface/transformers/pull/46189) — open
+- [PR #46188: Bump dev version](https://github.com/huggingface/transformers/pull/46188) — closed, merged
 - [PR #46115: Add new cohere2_moe model](https://github.com/huggingface/transformers/pull/46115) — closed, merged
-- [PR #46110: [loading] Free up tensors faster inside ConversionOps](https://github.com/huggingface/transformers/pull/46110) — closed, merged
-- [PR #46067: [loading] Fix base_model_prefix issues in conversions](https://github.com/huggingface/transformers/pull/46067) — open
 
 ### `tarekziade`
 
@@ -427,12 +428,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
 - repo first seen: `2025-06-20T09:58:55Z`
-- repo last seen: `2026-05-22T14:42:58Z`
+- repo last seen: `2026-05-25T05:30:55Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **83**
 - snapshot authored PRs/issues: **79 PRs / 4 issues**
-- snapshot discussion activity: **64 comments / 73 reviews / 72 review comments**
+- snapshot discussion activity: **67 comments / 73 reviews / 72 review comments**
 - account age: **3934 days**
 - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
 - public orgs: none visible
@@ -476,12 +477,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-05-20T03:54:59Z`
+- repo last seen: `2026-05-25T04:17:10Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **78**
 - snapshot authored PRs/issues: **78 PRs / 0 issues**
-- snapshot discussion activity: **544 comments / 822 reviews / 1862 review comments**
+- snapshot discussion activity: **548 comments / 827 reviews / 1874 review comments**
 - account age: **1508 days**
 - recent public PR activity: **50 PRs** (33 merged / 6 closed-unmerged / 11 open; merged rate **66%**, closed-unmerged rate **12%**, open rate **22%**)
 - public orgs: `huggingface`, `deeppavlov`
@@ -499,12 +500,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-05-20T09:24:11Z`
+- repo last seen: `2026-05-25T05:36:38Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **60**
 - snapshot authored PRs/issues: **57 PRs / 3 issues**
-- snapshot discussion activity: **175 comments / 609 reviews / 1212 review comments**
+- snapshot discussion activity: **177 comments / 611 reviews / 1212 review comments**
 - account age: **2590 days**
 - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
 - public orgs: none visible
@@ -635,7 +636,7 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #46149: Fix caching allocator warmup byte estimation for EP model loading](https://github.com/huggingface/transformers/pull/46149) — open
+- [PR #46149: Fix caching allocator warmup byte estimation for EP model loading](https://github.com/huggingface/transformers/pull/46149) — closed, merged
 - [PR #46086: update xpu expectation for falcon mamba](https://github.com/huggingface/transformers/pull/46086) — open
 - [PR #46076: add flash base test and fix the incorrect and crash issue during enab…](https://github.com/huggingface/transformers/pull/46076) — open
 - [Issue #42890: tests/models/sam_hq/test_modeling_sam_hq.py::SamHQModelIntegrationTest may fail since a lot of cases are lack of set_seed()](https://github.com/huggingface/transformers/issues/42890) — closed
@@ -718,12 +719,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-05-20T12:09:45Z`
+- repo last seen: `2026-05-25T04:19:13Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **30**
 - snapshot authored PRs/issues: **30 PRs / 0 issues**
-- snapshot discussion activity: **44 comments / 140 reviews / 151 review comments**
+- snapshot discussion activity: **45 comments / 140 reviews / 151 review comments**
 - account age: **1813 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
 - public orgs: none visible
@@ -940,12 +941,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille)
 - repo first seen: `2025-11-26T16:58:10Z`
-- repo last seen: `2026-05-20T08:01:13Z`
+- repo last seen: `2026-05-25T02:45:57Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **16**
-- snapshot authored PRs/issues: **16 PRs / 0 issues**
-- snapshot discussion activity: **27 comments / 89 reviews / 95 review comments**
+- repo primary artifacts: **17**
+- snapshot authored PRs/issues: **16 PRs / 1 issues**
+- snapshot discussion activity: **28 comments / 92 reviews / 96 review comments**
 - account age: **2625 days**
 - recent public PR activity: **9 PRs** (4 merged / 0 closed-unmerged / 5 open; merged rate **44%**, closed-unmerged rate **0%**, open rate **56%**)
 - public orgs: `huggingface`
@@ -956,6 +957,7 @@ Example artifacts:
 - [PR #46104: add inference mode for TP](https://github.com/huggingface/transformers/pull/46104) — open
 - [PR #46102: clean + fix fsdp tied weights](https://github.com/huggingface/transformers/pull/46102) — open
 - [PR #46099: Sequence Parallel injection as a class](https://github.com/huggingface/transformers/pull/46099) — open
+- [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — open
 
 ### `kashif`
 
@@ -3809,6 +3811,28 @@ Example artifacts:
 - [PR #45353: add kwargs to all methods in the CallbackHandler class](https://github.com/huggingface/transformers/pull/45353) — closed, merged
 - [PR #44583: fix load_best_model_checkpoint_at_end do not load the best model chec…](https://github.com/huggingface/transformers/pull/44583) — closed, merged
 
+### `zRzRzRzRzRzRzR`
+
+- profile: [github.com/zRzRzRzRzRzRzR](https://github.com/zRzRzRzRzRzRzR)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AzRzRzRzRzRzRzR)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AzRzRzRzRzRzRzR)
+- repo first seen: `2026-01-21T13:37:27Z`
+- repo last seen: `2026-05-25T02:04:29Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
+- account age: **1671 days**
+- recent public PR activity: **20 PRs** (18 merged / 0 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **0%**, open rate **10%**)
+- public orgs: `THUDM`, `MetaGLM`, `zai-org`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #46184: [GLM-4.6V] Update with GLM-GA Processor](https://github.com/huggingface/transformers/pull/46184) — open
+- [PR #43391: [GLM-OCR] GLM-OCR Support](https://github.com/huggingface/transformers/pull/43391) — closed, merged
+
 ### `zvik`
 
 - profile: [github.com/zvik](https://github.com/zvik)
@@ -4805,8 +4829,8 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAce3Z)
 - repo first seen: `2026-05-24T21:47:03Z`
 - repo last seen: `2026-05-24T22:15:32Z`
-- first seen in snapshot: **yes**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- first seen in snapshot: **no**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
@@ -4817,7 +4841,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #46183: Guard torch.distributed.tensor.device_mesh import in continuous_batching](https://github.com/huggingface/transformers/pull/46183) — open
+- [PR #46183: Guard torch.distributed.tensor.device_mesh import in continuous_batching](https://github.com/huggingface/transformers/pull/46183) — closed
 
 ### `Aditya-ad48`
 
@@ -7577,12 +7601,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASAY-5)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASAY-5)
 - repo first seen: `2026-04-20T05:44:53Z`
-- repo last seen: `2026-04-20T05:44:53Z`
+- repo last seen: `2026-05-25T05:04:06Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **172 days**
 - recent public PR activity: **595 PRs** (86 merged / 144 closed-unmerged / 365 open; merged rate **14%**, closed-unmerged rate **24%**, open rate **61%**)
 - public orgs: none visible

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:c3678f48c9ec7e7647080d7b261d00c2933cbac17874ec20c0ca46d362cf55af
-size 63955
+oid sha256:c31299e70595b9246ff5deb2f9eb4510d01d2ffd315179572ca8e6cab0592f81
+size 64005

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260525T000033Z",
-  "generated_at": "2026-05-25T00:00:57Z",
-  "cluster_count": 57,
+  "snapshot_id": "20260525T060031Z",
+  "generated_at": "2026-05-25T06:01:41Z",
+  "cluster_count": 56,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-11",
@@ -194,7 +194,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 44660,
           "similarity": 0.466,
-          "content_similarity": 0.4,
+          "content_similarity": 0.399,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -225,7 +225,7 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 43663,
-          "similarity": 0.464,
+          "similarity": 0.463,
           "content_similarity": 0.354,
           "size_similarity": 0.44,
           "breadth_similarity": 1.0,
@@ -529,7 +529,7 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 45055,
-          "similarity": 0.402,
+          "similarity": 0.401,
           "content_similarity": 0.334,
           "size_similarity": 0.12,
           "breadth_similarity": 1.0,
@@ -577,7 +577,7 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 44189,
-          "similarity": 0.395,
+          "similarity": 0.394,
           "content_similarity": 0.271,
           "size_similarity": 0.364,
           "breadth_similarity": 1.0,
@@ -834,7 +834,7 @@
           "left_pr_number": 44123,
           "right_pr_number": 45055,
           "similarity": 0.348,
-          "content_similarity": 0.271,
+          "content_similarity": 0.27,
           "size_similarity": 0.055,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -925,7 +925,7 @@
         46176
       ],
       "representative_pr_number": 45817,
-      "average_similarity": 0.433,
+      "average_similarity": 0.432,
       "summary": "8 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`; representative PR #45817.",
       "shared_filenames": [
         "tests/models/gemma4/test_modeling_gemma4.py",
@@ -948,7 +948,7 @@
         {
           "left_pr_number": 45294,
           "right_pr_number": 45438,
-          "similarity": 0.76,
+          "similarity": 0.759,
           "content_similarity": 0.782,
           "size_similarity": 0.42,
           "breadth_similarity": 1.0,
@@ -994,7 +994,7 @@
           "left_pr_number": 45817,
           "right_pr_number": 46176,
           "similarity": 0.619,
-          "content_similarity": 0.517,
+          "content_similarity": 0.516,
           "size_similarity": 0.735,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.947,
@@ -1267,7 +1267,7 @@
           "left_pr_number": 45607,
           "right_pr_number": 45817,
           "similarity": 0.464,
-          "content_similarity": 0.479,
+          "content_similarity": 0.478,
           "size_similarity": 0.389,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.583,
@@ -1782,7 +1782,7 @@
           "left_pr_number": 42668,
           "right_pr_number": 45422,
           "similarity": 0.206,
-          "content_similarity": 0.164,
+          "content_similarity": 0.163,
           "size_similarity": 0.148,
           "breadth_similarity": 0.307,
           "concentration_similarity": 0.768,
@@ -1828,7 +1828,7 @@
         {
           "left_pr_number": 45996,
           "right_pr_number": 46067,
-          "similarity": 0.853,
+          "similarity": 0.852,
           "content_similarity": 0.853,
           "size_similarity": 0.808,
           "breadth_similarity": 0.9,
@@ -1851,7 +1851,7 @@
           "left_pr_number": 44974,
           "right_pr_number": 45635,
           "similarity": 0.716,
-          "content_similarity": 0.716,
+          "content_similarity": 0.715,
           "size_similarity": 0.59,
           "breadth_similarity": 0.8,
           "concentration_similarity": 0.929,
@@ -1908,7 +1908,7 @@
           "left_pr_number": 44974,
           "right_pr_number": 46067,
           "similarity": 0.595,
-          "content_similarity": 0.528,
+          "content_similarity": 0.527,
           "size_similarity": 0.522,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.945,
@@ -1927,8 +1927,8 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 45996,
-          "similarity": 0.587,
-          "content_similarity": 0.56,
+          "similarity": 0.586,
+          "content_similarity": 0.559,
           "size_similarity": 0.422,
           "breadth_similarity": 0.9,
           "concentration_similarity": 0.829,
@@ -2025,7 +2025,7 @@
         46111
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.497,
+      "average_similarity": 0.498,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -2039,8 +2039,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 45985,
-          "similarity": 0.612,
-          "content_similarity": 0.502,
+          "similarity": 0.613,
+          "content_similarity": 0.504,
           "size_similarity": 0.733,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2057,7 +2057,7 @@
           "left_pr_number": 39683,
           "right_pr_number": 45985,
           "similarity": 0.603,
-          "content_similarity": 0.507,
+          "content_similarity": 0.508,
           "size_similarity": 0.652,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2073,8 +2073,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 39683,
-          "similarity": 0.53,
-          "content_similarity": 0.44,
+          "similarity": 0.531,
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@@ -2090,8 +2090,8 @@
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+          "similarity": 0.502,
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@@ -2107,8 +2107,8 @@
         {
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           "right_pr_number": 46111,
-          "similarity": 0.479,
-          "content_similarity": 0.373,
+          "similarity": 0.48,
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@@ -2125,7 +2125,7 @@
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           "right_pr_number": 45985,
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@@ -2141,8 +2141,8 @@
         {
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@@ -2158,8 +2158,8 @@
         {
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           "right_pr_number": 46111,
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@@ -2175,8 +2175,8 @@
         {
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+          "similarity": 0.445,
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           "breadth_similarity": 1.0,
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@@ -2192,8 +2192,8 @@
         {
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           "right_pr_number": 44872,
-          "similarity": 0.425,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2258,7 +2258,7 @@
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           "right_pr_number": 45668,
-          "similarity": 0.804,
+          "similarity": 0.805,
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@@ -2280,8 +2280,8 @@
         {
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           "right_pr_number": 45546,
-          "similarity": 0.782,
-          "content_similarity": 0.79,
+          "similarity": 0.783,
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           "breadth_similarity": 1.0,
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@@ -2302,7 +2302,7 @@
         {
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           "right_pr_number": 45546,
-          "similarity": 0.736,
+          "similarity": 0.737,
           "content_similarity": 0.756,
           "size_similarity": 0.404,
           "breadth_similarity": 1.0,
@@ -2346,7 +2346,7 @@
         {
           "left_pr_number": 44070,
           "right_pr_number": 45668,
-          "similarity": 0.638,
+          "similarity": 0.637,
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           "size_similarity": 0.312,
           "breadth_similarity": 1.0,
@@ -2367,6 +2367,151 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45524-4",
+      "pr_numbers": [
+        45524,
+        45863,
+        46125,
+        46152
+      ],
+      "representative_pr_number": 45524,
+      "average_similarity": 0.602,
+      "summary": "4 open PRs share weighted file overlap around `tests/utils/test_import_utils.py`, `src/transformers/utils/import_utils.py`; representative PR #45524.",
+      "shared_filenames": [
+        "tests/utils/test_import_utils.py",
+        "src/transformers/utils/import_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/utils",
+        "tests/utils",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
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+          "right_pr_number": 46125,
+          "similarity": 0.663,
+          "content_similarity": 0.75,
+          "size_similarity": 0.224,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.762,
+          "shared_filenames": [
+            "src/transformers/utils/import_utils.py",
+            "tests/utils/test_import_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 45524,
+          "right_pr_number": 45863,
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+          "content_similarity": 0.554,
+          "size_similarity": 0.618,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.93,
+          "shared_filenames": [
+            "src/transformers/utils/import_utils.py",
+            "tests/utils/test_import_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 45524,
+          "right_pr_number": 46152,
+          "similarity": 0.61,
+          "content_similarity": 0.554,
+          "size_similarity": 0.514,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.909,
+          "shared_filenames": [
+            "src/transformers/utils/import_utils.py",
+            "tests/utils/test_import_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 45863,
+          "right_pr_number": 46125,
+          "similarity": 0.604,
+          "content_similarity": 0.641,
+          "size_similarity": 0.362,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.692,
+          "shared_filenames": [
+            "src/transformers/utils/import_utils.py",
+            "tests/utils/test_import_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 46125,
+          "right_pr_number": 46152,
+          "similarity": 0.597,
+          "content_similarity": 0.685,
+          "size_similarity": 0.115,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.672,
+          "shared_filenames": [
+            "src/transformers/utils/import_utils.py",
+            "tests/utils/test_import_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 45863,
+          "right_pr_number": 46152,
+          "similarity": 0.511,
+          "content_similarity": 0.449,
+          "size_similarity": 0.318,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.98,
+          "shared_filenames": [
+            "src/transformers/utils/import_utils.py",
+            "tests/utils/test_import_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
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@@ -2500,7 +2645,7 @@
         46013
       ],
       "representative_pr_number": 43549,
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+      "average_similarity": 0.528,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
       "shared_filenames": [
         "src/transformers/modeling_flash_attention_utils.py"
@@ -2529,8 +2674,8 @@
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@@ -2545,8 +2690,8 @@
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@@ -2561,8 +2706,8 @@
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@@ -2577,8 +2722,8 @@
         {
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@@ -2593,8 +2738,8 @@
         {
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@@ -2608,130 +2753,6 @@
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-      "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #46181.",
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-          "shared_directories": [
-            "src/transformers/utils",
-            "src/transformers",
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-          "size_similarity": 0.314,
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@@ -2741,7 +2762,7 @@
         46116
       ],
       "representative_pr_number": 45649,
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+      "average_similarity": 0.42,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -2754,8 +2775,8 @@
         {
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           "breadth_similarity": 1.0,
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@@ -2770,8 +2791,8 @@
         {
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-          "similarity": 0.462,
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           "breadth_similarity": 1.0,
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@@ -2786,8 +2807,8 @@
         {
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@@ -2802,8 +2823,8 @@
         {
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-          "similarity": 0.413,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2818,8 +2839,8 @@
         {
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           "right_pr_number": 45649,
-          "similarity": 0.377,
-          "content_similarity": 0.328,
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           "size_similarity": 0.149,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2834,8 +2855,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45655,
-          "similarity": 0.337,
-          "content_similarity": 0.262,
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           "breadth_similarity": 0.75,
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@@ -2858,7 +2879,7 @@
         46141
       ],
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+      "average_similarity": 0.401,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`, `src/transformers/distributed/tensor_parallel.py`; representative PR #46126.",
       "shared_filenames": [
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@@ -2873,8 +2894,8 @@
         {
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           "breadth_similarity": 0.75,
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@@ -2890,8 +2911,8 @@
         {
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           "breadth_similarity": 0.583,
           "concentration_similarity": 0.808,
@@ -2907,8 +2928,8 @@
         {
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@@ -2924,8 +2945,8 @@
         {
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-          "similarity": 0.325,
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           "breadth_similarity": 0.417,
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@@ -2941,8 +2962,8 @@
         {
           "left_pr_number": 46104,
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-          "similarity": 0.228,
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+          "similarity": 0.229,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.795,
@@ -2956,8 +2977,8 @@
         {
           "left_pr_number": 46104,
           "right_pr_number": 46141,
-          "similarity": 0.205,
-          "content_similarity": 0.102,
+          "similarity": 0.206,
+          "content_similarity": 0.103,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 0.795,
@@ -2979,7 +3000,7 @@
         46106
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.357,
+      "average_similarity": 0.356,
       "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -2992,8 +3013,8 @@
         {
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@@ -3009,7 +3030,7 @@
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@@ -3024,7 +3045,7 @@
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@@ -3053,8 +3074,8 @@
         {
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@@ -3068,8 +3089,8 @@
         {
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@@ -3162,90 +3183,6 @@
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