Refresh transformers dataset snapshot 20260706T060036Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260706T060036Z`
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new-contributors-report.md

@@ -1,18 +1,18 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260706T000824Z`
-- Generated: `2026-07-06T00:08:44Z`
+- Snapshot: `20260706T060036Z`
+- Generated: `2026-07-06T06:01:25Z`
 - Activity window: `60d`
-- Contributors: `347`
+- Contributors: `348`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-02-05T12:51:57Z` | 134 | 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` | 112 | 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` | 113 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 102 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 101 | 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` | 101 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-07-19T13:27:51Z` | 100 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 73 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 70 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -353,6 +353,7 @@
 | `Yeuvoir` | [profile](https://github.com/Yeuvoir) | no | NONE | 639d | `2026-05-13T05:45:38Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `Yooniel` | [profile](https://github.com/Yooniel) | no | CONTRIBUTOR | 2080d | `2026-05-21T15:59:30Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `YousefZahran1` | [profile](https://github.com/YousefZahran1) | no | NONE | 870d | `2026-05-07T16:00:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
+| `YuChangHui` | [profile](https://github.com/YuChangHui) | yes | FIRST_TIME_CONTRIBUTOR | 2154d | `2026-07-06T02:04:32Z` | 1 | 0 | strong | low | low | — |
 | `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `yyouretoast` | [profile](https://github.com/yyouretoast) | no | CONTRIBUTOR | 1077d | `2026-06-19T14:58:48Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `ZappD0S` | [profile](https://github.com/ZappD0S) | no | FIRST_TIMER | 4066d | `2026-05-19T19:36:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -388,12 +389,12 @@ Example artifacts:
 - 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: `2026-07-02T09:56:04Z`
+- repo last seen: `2026-07-06T04:15:22Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **112**
-- snapshot authored PRs/issues: **112 PRs / 0 issues**
-- snapshot discussion activity: **269 comments / 382 reviews / 567 review comments**
+- repo primary artifacts: **113**
+- snapshot authored PRs/issues: **113 PRs / 0 issues**
+- snapshot discussion activity: **269 comments / 384 reviews / 568 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%**)
 - public orgs: `huggingface`
@@ -401,9 +402,35 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #47018: Fix save_pretrained with offloading and weight conversions](https://github.com/huggingface/transformers/pull/47018) — open
+- [PR #47094: [masking] Improve sdpa by allowing to dispatch to FA more often](https://github.com/huggingface/transformers/pull/47094) — open
+- [PR #47018: Fix save_pretrained with offloading and weight conversions](https://github.com/huggingface/transformers/pull/47018) — closed, merged
 - [PR #46978: Fix accelerate hooks for all models using linear attention](https://github.com/huggingface/transformers/pull/46978) — closed, merged
-- [PR #46955: Remove some unnecessary generate warnings](https://github.com/huggingface/transformers/pull/46955) — closed, merged
+
+### `kaixuanliu`
+
+- profile: [github.com/kaixuanliu](https://github.com/kaixuanliu)
+- 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: `2026-07-06T03:06:17Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **106**
+- snapshot authored PRs/issues: **102 PRs / 4 issues**
+- snapshot discussion activity: **89 comments / 110 reviews / 109 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
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #47092: add XPU output expectations for minicpm3 tests](https://github.com/huggingface/transformers/pull/47092) — open
+- [PR #47025: Diffusion gemma: fix failed test cases](https://github.com/huggingface/transformers/pull/47025) — open
+- [PR #47019: fix mask return-type contract regression and add correctness guard for](https://github.com/huggingface/transformers/pull/47019) — closed, merged
+- [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
+- [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
+- [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
 
 ### `tarekziade`
 
@@ -431,32 +458,6 @@ Example artifacts:
 - [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — closed
 - [Issue #44619: Plug model rule in development flow and extend it](https://github.com/huggingface/transformers/issues/44619) — closed
 
-### `kaixuanliu`
-
-- profile: [github.com/kaixuanliu](https://github.com/kaixuanliu)
-- 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: `2026-07-03T06:24:06Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **105**
-- snapshot authored PRs/issues: **101 PRs / 4 issues**
-- snapshot discussion activity: **88 comments / 110 reviews / 109 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
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume; targets high-star repos**
-
-Example artifacts:
-- [PR #47025: Diffusion gemma: fix failed test cases](https://github.com/huggingface/transformers/pull/47025) — open
-- [PR #47019: fix mask return-type contract regression and add correctness guard for](https://github.com/huggingface/transformers/pull/47019) — open
-- [PR #46880: add XPU Expectation for cosmos3_omni tests](https://github.com/huggingface/transformers/pull/46880) — open
-- [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
-- [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
-- [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
-
 ### `zucchini-nlp`
 
 - profile: [github.com/zucchini-nlp](https://github.com/zucchini-nlp)
@@ -2610,12 +2611,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMutugiD)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMutugiD)
 - repo first seen: `2026-07-04T00:14:46Z`
-- repo last seen: `2026-07-04T11:22:12Z`
+- repo last seen: `2026-07-05T07:01:14Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
 - account age: **2310 days**
 - recent public PR activity: **60 PRs** (54 merged / 2 closed-unmerged / 4 open; merged rate **90%**, closed-unmerged rate **3%**, open rate **7%**)
 - public orgs: none visible
@@ -7402,12 +7403,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asergioperezcheco)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asergioperezcheco)
 - repo first seen: `2026-06-28T17:06:32Z`
-- repo last seen: `2026-06-28T17:06:32Z`
+- repo last seen: `2026-07-06T02:03:19Z`
 - 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: **1522 days**
 - recent public PR activity: **14 PRs** (1 merged / 2 closed-unmerged / 11 open; merged rate **7%**, closed-unmerged rate **14%**, open rate **79%**)
 - public orgs: none visible
@@ -7717,12 +7718,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asubin9)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asubin9)
 - repo first seen: `2026-07-02T05:11:17Z`
-- repo last seen: `2026-07-02T05:11:17Z`
+- repo last seen: `2026-07-06T00:50:07Z`
 - 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: **1577 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -7963,6 +7964,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45830: fix: raise ValueError when num_beams × vocab_size exceeds torch.multinomial limit](https://github.com/huggingface/transformers/pull/45830) — closed
 
+### `YuChangHui`
+
+- profile: [github.com/YuChangHui](https://github.com/YuChangHui)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYuChangHui)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYuChangHui)
+- repo first seen: `2026-07-06T02:04:32Z`
+- repo last seen: `2026-07-06T02:04:32Z`
+- first seen in snapshot: **yes**
+- 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**
+- account age: **2154 days**
+- recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #47093: Add OpenPangu-V2 Model](https://github.com/huggingface/transformers/pull/47093) — open
+
 ### `yuekaizhang`
 
 - profile: [github.com/yuekaizhang](https://github.com/yuekaizhang)

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@@ -479,10 +479,10 @@
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@@ -2681,7 +2681,7 @@
         46642
       ],
       "representative_pr_number": 45438,
-      "average_similarity": 0.488,
+      "average_similarity": 0.489,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.",
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         "src/transformers/models/gemma4/modular_gemma4.py",
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@@ -2813,7 +2813,7 @@
           "left_pr_number": 45883,
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@@ -2939,7 +2939,7 @@
           "left_pr_number": 44385,
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@@ -2954,123 +2954,6 @@
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-        45548,
-        45649,
-        45655,
-        47018
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-      "representative_pr_number": 45649,
-      "average_similarity": 0.453,
-      "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
-      "shared_filenames": [
-        "src/transformers/modeling_utils.py"
-      ],
-      "shared_directories": [
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-        "src"
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-            "src"
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-        {
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-          "shared_filenames": [
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-          "shared_directories": [
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-            "src"
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-        {
-          "left_pr_number": 45649,
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-          "content_similarity": 0.39,
-          "size_similarity": 0.135,
-          "breadth_similarity": 1.0,
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-          "shared_filenames": [
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-            "src/transformers",
-            "src"
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-          "shared_directories": [
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-            "src"
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-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-43875-4",
       "pr_numbers": [
@@ -3221,7 +3104,7 @@
         {
           "left_pr_number": 45979,
           "right_pr_number": 46735,
-          "similarity": 0.584,
+          "similarity": 0.585,
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           "breadth_similarity": 0.533,
@@ -3280,7 +3163,7 @@
           "left_pr_number": 42655,
           "right_pr_number": 46735,
           "similarity": 0.322,
-          "content_similarity": 0.324,
+          "content_similarity": 0.323,
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@@ -3341,7 +3224,7 @@
         46007
       ],
       "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": [
@@ -3354,8 +3237,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.396,
-          "content_similarity": 0.137,
+          "similarity": 0.394,
+          "content_similarity": 0.135,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3370,8 +3253,8 @@
         {
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           "right_pr_number": 44550,
-          "similarity": 0.364,
-          "content_similarity": 0.101,
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           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3385,8 +3268,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44407,
-          "similarity": 0.355,
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+          "similarity": 0.354,
+          "content_similarity": 0.086,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3401,7 +3284,7 @@
           "left_pr_number": 44407,
           "right_pr_number": 46007,
           "similarity": 0.345,
-          "content_similarity": 0.082,
+          "content_similarity": 0.081,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3415,8 +3298,8 @@
         {
           "left_pr_number": 44550,
           "right_pr_number": 46007,
-          "similarity": 0.345,
-          "content_similarity": 0.089,
+          "similarity": 0.344,
+          "content_similarity": 0.088,
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           "breadth_similarity": 1.0,
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@@ -3430,8 +3313,8 @@
         {
           "left_pr_number": 33686,
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-          "similarity": 0.336,
-          "content_similarity": 0.077,
+          "similarity": 0.335,
+          "content_similarity": 0.076,
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@@ -3772,7 +3655,7 @@
         46780
       ],
       "representative_pr_number": 46780,
-      "average_similarity": 0.72,
+      "average_similarity": 0.721,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #46780.",
       "shared_filenames": [
         "src/transformers/models/vit_mae/modeling_vit_mae.py",
@@ -3830,8 +3713,8 @@
         {
           "left_pr_number": 45932,
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           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -3862,8 +3745,8 @@
         {
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           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -3953,7 +3836,7 @@
           "left_pr_number": 44015,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.488,
@@ -4322,6 +4205,74 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45548-3",
+      "pr_numbers": [
+        45548,
+        45649,
+        45655
+      ],
+      "representative_pr_number": 45649,
+      "average_similarity": 0.464,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
+      "shared_filenames": [
+        "src/transformers/modeling_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45548,
+          "right_pr_number": 45649,
+          "similarity": 0.519,
+          "content_similarity": 0.531,
+          "size_similarity": 0.149,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45649,
+          "right_pr_number": 45655,
+          "similarity": 0.512,
+          "content_similarity": 0.35,
+          "size_similarity": 0.778,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45548,
+          "right_pr_number": 45655,
+          "similarity": 0.361,
+          "content_similarity": 0.297,
+          "size_similarity": 0.191,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-34925-3",
       "pr_numbers": [
@@ -4896,7 +4847,7 @@
         {
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           "size_similarity": 0.75,
           "breadth_similarity": 1.0,
@@ -5536,43 +5487,6 @@
         }
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     },
-    {
-      "cluster_id": "pr-scope-41901-2",
-      "pr_numbers": [
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-        45523
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-      "representative_pr_number": 41901,
-      "average_similarity": 0.725,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.",
-      "shared_filenames": [
-        "src/transformers/integrations/executorch.py"
-      ],
-      "shared_directories": [
-        "src/transformers/integrations",
-        "src/transformers",
-        "src"
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-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "src"
-          ]
-        }
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-    },
     {
       "cluster_id": "pr-scope-42824-2",
       "pr_numbers": [
@@ -5614,6 +5528,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-41901-2",
+      "pr_numbers": [
+        41901,
+        45523
+      ],
+      "representative_pr_number": 41901,
+      "average_similarity": 0.717,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.",
+      "shared_filenames": [
+        "src/transformers/integrations/executorch.py"
+      ],
+      "shared_directories": [
+        "src/transformers/integrations",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 41901,
+          "right_pr_number": 45523,
+          "similarity": 0.717,
+          "content_similarity": 0.776,
+          "size_similarity": 0.158,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/integrations/executorch.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44794-2",
       "pr_numbers": [
@@ -5929,66 +5880,6 @@
         }
       ]
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-    {
-      "cluster_id": "pr-scope-45332-2",
-      "pr_numbers": [
-        45332,
-        45333
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-      "representative_pr_number": 45332,
-      "average_similarity": 0.571,
-      "summary": "2 open PRs share weighted file overlap around `docs/source/en/heterogeneous_configurations.md`, `src/transformers/integrations/heterogeneity/__init__.py`, `src/transformers/integrations/heterogeneity/configuration_utils.py`; representative PR #45332.",
-      "shared_filenames": [
-        "docs/source/en/heterogeneous_configurations.md",
-        "src/transformers/integrations/heterogeneity/__init__.py",
-        "src/transformers/integrations/heterogeneity/configuration_utils.py",
-        "tests/heterogeneity/__init__.py",
-        "tests/heterogeneity/test_configuration_utils.py",
-        "src/transformers/configuration_utils.py",
-        "docs/source/en/_toctree.yml"
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-      "shared_directories": [
-        "src/transformers/integrations/heterogeneity",
-        "src/transformers/integrations",
-        "docs/source/en",
-        "tests/heterogeneity",
-        "docs/source",
-        "src/transformers",
-        "docs",
-        "tests"
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-          "concentration_similarity": 0.889,
-          "shared_filenames": [
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-            "docs/source/en/heterogeneous_configurations.md",
-            "src/transformers/configuration_utils.py",
-            "src/transformers/integrations/heterogeneity/__init__.py",
-            "src/transformers/integrations/heterogeneity/configuration_utils.py",
-            "tests/heterogeneity/__init__.py",
-            "tests/heterogeneity/test_configuration_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/integrations/heterogeneity",
-            "docs/source/en",
-            "src/transformers/integrations",
-            "docs/source",
-            "src/transformers",
-            "tests/heterogeneity",
-            "docs",
-            "src",
-            "tests"
-          ]
-        }
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     {
       "cluster_id": "pr-scope-45638-2",
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@@ -6051,7 +5942,7 @@
           "left_pr_number": 44228,
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-          "content_similarity": 0.599,
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           "breadth_similarity": 0.583,
           "concentration_similarity": 0.926,
@@ -6145,6 +6036,66 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45332-2",
+      "pr_numbers": [
+        45332,
+        45333
+      ],
+      "representative_pr_number": 45332,
+      "average_similarity": 0.55,
+      "summary": "2 open PRs share weighted file overlap around `docs/source/en/heterogeneous_configurations.md`, `src/transformers/integrations/heterogeneity/__init__.py`, `src/transformers/integrations/heterogeneity/configuration_utils.py`; representative PR #45332.",
+      "shared_filenames": [
+        "docs/source/en/heterogeneous_configurations.md",
+        "src/transformers/integrations/heterogeneity/__init__.py",
+        "src/transformers/integrations/heterogeneity/configuration_utils.py",
+        "tests/heterogeneity/__init__.py",
+        "tests/heterogeneity/test_configuration_utils.py",
+        "src/transformers/configuration_utils.py",
+        "docs/source/en/_toctree.yml"
+      ],
+      "shared_directories": [
+        "src/transformers/integrations/heterogeneity",
+        "src/transformers/integrations",
+        "docs/source/en",
+        "tests/heterogeneity",
+        "docs/source",
+        "src/transformers",
+        "docs",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45332,
+          "right_pr_number": 45333,
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+          "content_similarity": 0.587,
+          "size_similarity": 0.269,
+          "breadth_similarity": 0.535,
+          "concentration_similarity": 0.903,
+          "shared_filenames": [
+            "docs/source/en/_toctree.yml",
+            "docs/source/en/heterogeneous_configurations.md",
+            "src/transformers/configuration_utils.py",
+            "src/transformers/integrations/heterogeneity/__init__.py",
+            "src/transformers/integrations/heterogeneity/configuration_utils.py",
+            "tests/heterogeneity/__init__.py",
+            "tests/heterogeneity/test_configuration_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations/heterogeneity",
+            "docs/source/en",
+            "src/transformers/integrations",
+            "docs/source",
+            "src/transformers",
+            "tests/heterogeneity",
+            "docs",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-47032-2",
       "pr_numbers": [
@@ -6189,77 +6140,77 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-44940-2",
+      "cluster_id": "pr-scope-45541-2",
       "pr_numbers": [
-        44940,
-        46890
+        45541,
+        46177
       ],
-      "representative_pr_number": 44940,
-      "average_similarity": 0.535,
-      "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.",
+      "representative_pr_number": 45541,
+      "average_similarity": 0.536,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.",
       "shared_filenames": [
-        "tests/utils/test_modeling_utils.py",
-        "src/transformers/modeling_utils.py"
+        "src/transformers/tokenization_utils_base.py"
       ],
       "shared_directories": [
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         "src/transformers",
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         "src"
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+          "left_pr_number": 45541,
+          "right_pr_number": 46177,
+          "similarity": 0.536,
+          "content_similarity": 0.44,
+          "size_similarity": 0.519,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/transformers/modeling_utils.py",
-            "tests/utils/test_modeling_utils.py"
+            "src/transformers/tokenization_utils_base.py"
           ],
           "shared_directories": [
             "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
+            "src"
           ]
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