Refresh transformers dataset snapshot 20260530T120027Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260530T060026Z`
+- latest snapshot: `20260530T120027Z`
 - 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

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260530T060026Z`
-- Generated: `2026-05-30T06:00:50Z`
+- Snapshot: `20260530T120027Z`
+- Generated: `2026-05-30T12:00:55Z`
 - Activity window: `60d`
-- Contributors: `344`
+- Contributors: `345`
 
 ## Summary
 
@@ -12,7 +12,7 @@
 | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 102 | 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` | 92 | 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` | 86 | 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` | 83 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 84 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 81 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 59 | 3 | 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` | 52 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
@@ -75,7 +75,6 @@
 | `merveenoyan` | [profile](https://github.com/merveenoyan) | no | MEMBER | 2500d | `2025-10-30T12:45:06Z` | 4 | 1 | mixed | moderate | low | — |
 | `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2024-08-30T13:24:23Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
 | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -141,6 +140,7 @@
 | `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 4 | 2 | weak | low | low | high open PR share; no visible non-self stars |
 | `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 4 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
@@ -278,6 +278,7 @@
 | `kfojcik-intel` | [profile](https://github.com/kfojcik-intel) | no | FIRST_TIME_CONTRIBUTOR | 1976d | `2026-05-18T08:12:12Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `kiankyars` | [profile](https://github.com/kiankyars) | no | NONE | 2112d | `2026-05-23T05:32:32Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
 | `kiwigitops` | [profile](https://github.com/kiwigitops) | no | CONTRIBUTOR | 81d | `2026-05-18T23:18:34Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
+| `kpal002` | [profile](https://github.com/kpal002) | yes | FIRST_TIME_CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `kuishou68` | [profile](https://github.com/kuishou68) | no | NONE | 2457d | `2026-05-05T02:27:41Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `lalitha2410` | [profile](https://github.com/lalitha2410) | no | FIRST_TIMER | 1043d | `2026-05-17T13:42:37Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `lianakoleva` | [profile](https://github.com/lianakoleva) | no | NONE | 2780d | `2026-05-13T17:04:37Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
@@ -437,11 +438,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
 - repo first seen: `2025-03-31T13:54:54Z`
-- repo last seen: `2026-05-29T07:53:53Z`
+- repo last seen: `2026-05-30T10:33:31Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **83**
-- snapshot authored PRs/issues: **83 PRs / 0 issues**
+- repo primary artifacts: **84**
+- snapshot authored PRs/issues: **84 PRs / 0 issues**
 - snapshot discussion activity: **121 comments / 215 reviews / 151 review comments**
 - account age: **4938 days**
 - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
@@ -450,9 +451,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #46299: Make more tests work with read-only cache](https://github.com/huggingface/transformers/pull/46299) — open
 - [PR #46276: Fix PR CI workflow cancellation condition](https://github.com/huggingface/transformers/pull/46276) — closed, merged
 - [PR #46250: Update a test to avoid writing to the default xet cache](https://github.com/huggingface/transformers/pull/46250) — closed, merged
-- [PR #46241: Use `main` instead of commit SHA for now](https://github.com/huggingface/transformers/pull/46241) — closed, merged
 
 ### `zucchini-nlp`
 
@@ -1370,12 +1371,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asirzechs66)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asirzechs66)
 - repo first seen: `2026-03-30T12:18:41Z`
-- repo last seen: `2026-05-25T12:40:03Z`
+- repo last seen: `2026-05-30T08:44:51Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **13 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **14 comments / 1 reviews / 1 review comments**
 - account age: **1246 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
@@ -1931,29 +1932,6 @@ Example artifacts:
 - [PR #45625: Add `supports_gradient_checkpointing` to `NemotronHPreTrainedModel`](https://github.com/huggingface/transformers/pull/45625) — closed, merged
 - [PR #44873: Fix VL model rope_deltas batch size mismatch in online RL training](https://github.com/huggingface/transformers/pull/44873) — closed, merged
 
-### `Cursx`
-
-- profile: [github.com/Cursx](https://github.com/Cursx)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACursx)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACursx)
-- repo first seen: `2026-03-31T01:44:52Z`
-- repo last seen: `2026-04-01T02:36:38Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3073 days**
-- recent public PR activity: **12 PRs** (3 merged / 5 closed-unmerged / 4 open; merged rate **25%**, closed-unmerged rate **42%**, open rate **33%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #45156: Fix save_pretrained writing incorrect tie_word_embeddings=True config after PEFT merge](https://github.com/huggingface/transformers/pull/45156) — closed, draft
-- [PR #45136: Fix #45127: Auto-fix diverged tie_word_embeddings config on save to prevent silent weight corruption](https://github.com/huggingface/transformers/pull/45136) — closed
-- [PR #45135: Fix model saving corruption for dynamically untied embeddings](https://github.com/huggingface/transformers/pull/45135) — closed
-
 ### `dependabot[bot]`
 
 - profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
@@ -3416,6 +3394,29 @@ Example artifacts:
 - [PR #43451: Add Molmo2](https://github.com/huggingface/transformers/pull/43451) — open
 - [PR #43448: Add Molmo](https://github.com/huggingface/transformers/pull/43448) — open
 
+### `Cursx`
+
+- profile: [github.com/Cursx](https://github.com/Cursx)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACursx)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACursx)
+- repo first seen: `2026-03-31T01:44:52Z`
+- repo last seen: `2026-04-01T02:36:38Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **3073 days**
+- recent public PR activity: **12 PRs** (3 merged / 5 closed-unmerged / 4 open; merged rate **25%**, closed-unmerged rate **42%**, open rate **33%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #45156: Fix save_pretrained writing incorrect tie_word_embeddings=True config after PEFT merge](https://github.com/huggingface/transformers/pull/45156) — closed, draft
+- [PR #45136: Fix #45127: Auto-fix diverged tie_word_embeddings config on save to prevent silent weight corruption](https://github.com/huggingface/transformers/pull/45136) — closed
+- [PR #45135: Fix model saving corruption for dynamically untied embeddings](https://github.com/huggingface/transformers/pull/45135) — closed
+
 ### `he-yufeng`
 
 - profile: [github.com/he-yufeng](https://github.com/he-yufeng)
@@ -6353,6 +6354,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46042: docs(readme): use canonical `huggingface.co` domain in prose links](https://github.com/huggingface/transformers/pull/46042) — closed, merged
 
+### `kpal002`
+
+- profile: [github.com/kpal002](https://github.com/kpal002)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akpal002)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akpal002)
+- repo first seen: `2026-05-30T07:56:05Z`
+- repo last seen: `2026-05-30T07:56:05Z`
+- 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: **2595 days**
+- recent public PR activity: **44 PRs** (35 merged / 1 closed-unmerged / 8 open; merged rate **80%**, closed-unmerged rate **2%**, open rate **18%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #46296: [Qwen3VL] Fix video token placeholder: use self.video_token instead of hardcoded "<|placeholder|>"](https://github.com/huggingface/transformers/pull/46296) — open
+
 ### `kuishou68`
 
 - profile: [github.com/kuishou68](https://github.com/kuishou68)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:e2f4f2fe6d6945898b3131e8805acbfae5bc7ad11bb02fd98a5715c1a5184fcb
-size 61481
+oid sha256:ab3e81fffedcb15b82f449a3f8c4ce3ba413ecad78eb4ea6f860e6b9bfc14787
+size 61862

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260530T060026Z",
-  "generated_at": "2026-05-30T06:00:49Z",
+  "snapshot_id": "20260530T120027Z",
+  "generated_at": "2026-05-30T12:00:51Z",
   "cluster_count": 55,
   "pr_scope_clusters": [
     {
@@ -33,7 +33,7 @@
           "left_pr_number": 44189,
           "right_pr_number": 45067,
           "similarity": 0.776,
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+          "content_similarity": 0.861,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -81,7 +81,7 @@
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           "right_pr_number": 45067,
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@@ -177,7 +177,7 @@
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@@ -190,11 +190,11 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -206,11 +206,11 @@
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-          "similarity": 0.443,
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-          "size_similarity": 0.611,
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+          "right_pr_number": 44189,
+          "similarity": 0.444,
+          "content_similarity": 0.385,
+          "size_similarity": 0.16,
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           "concentration_similarity": 1.0,
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@@ -223,10 +223,10 @@
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@@ -529,7 +529,7 @@
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           "concentration_similarity": 1.0,
@@ -545,7 +545,7 @@
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@@ -590,11 +590,11 @@
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-          "size_similarity": 0.333,
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           "shared_filenames": [
@@ -606,11 +606,11 @@
           ]
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-          "right_pr_number": 45055,
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+          "similarity": 0.364,
+          "content_similarity": 0.235,
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@@ -736,7 +736,7 @@
         {
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           "breadth_similarity": 1.0,
@@ -1172,7 +1172,7 @@
           "left_pr_number": 45294,
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           "similarity": 0.465,
-          "content_similarity": 0.333,
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           "breadth_similarity": 0.55,
           "concentration_similarity": 0.783,
@@ -1213,7 +1213,7 @@
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           "breadth_similarity": 0.55,
@@ -1626,6 +1626,141 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44940-4",
+      "pr_numbers": [
+        44940,
+        46114,
+        46207,
+        46299
+      ],
+      "representative_pr_number": 46299,
+      "average_similarity": 0.555,
+      "summary": "4 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `tests/cli/test_download.py`, `tests/utils/test_hub_utils.py`; representative PR #46299.",
+      "shared_filenames": [
+        "tests/utils/test_modeling_utils.py",
+        "tests/cli/test_download.py",
+        "tests/utils/test_hub_utils.py",
+        "tests/test_tensor_parallel_mixin.py",
+        "src/transformers/modeling_utils.py"
+      ],
+      "shared_directories": [
+        "tests/utils",
+        "tests",
+        "src/transformers",
+        "src",
+        "tests/cli"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46114,
+          "right_pr_number": 46299,
+          "similarity": 0.918,
+          "content_similarity": 0.962,
+          "size_similarity": 0.943,
+          "breadth_similarity": 0.536,
+          "concentration_similarity": 0.98,
+          "shared_filenames": [
+            "tests/cli/test_download.py",
+            "tests/test_tensor_parallel_mixin.py",
+            "tests/utils/test_hub_utils.py",
+            "tests/utils/test_modeling_utils.py"
+          ],
+          "shared_directories": [
+            "tests/cli",
+            "tests/utils",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 44940,
+          "right_pr_number": 46207,
+          "similarity": 0.527,
+          "content_similarity": 0.432,
+          "size_similarity": 0.662,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.839,
+          "shared_filenames": [
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+            "tests/utils/test_modeling_utils.py"
+          ],
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+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
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+        {
+          "left_pr_number": 44940,
+          "right_pr_number": 46299,
+          "similarity": 0.516,
+          "content_similarity": 0.429,
+          "size_similarity": 0.652,
+          "breadth_similarity": 0.708,
+          "concentration_similarity": 0.94,
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+            "tests/utils",
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+          "left_pr_number": 44940,
+          "right_pr_number": 46114,
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+          "breadth_similarity": 0.381,
+          "concentration_similarity": 0.96,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
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+          "right_pr_number": 46299,
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+          "size_similarity": 0.432,
+          "breadth_similarity": 0.583,
+          "concentration_similarity": 0.778,
+          "shared_filenames": [
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+          ],
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+            "tests/utils",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 46114,
+          "right_pr_number": 46207,
+          "similarity": 0.428,
+          "content_similarity": 0.412,
+          "size_similarity": 0.458,
+          "breadth_similarity": 0.31,
+          "concentration_similarity": 0.798,
+          "shared_filenames": [
+            "tests/utils/test_modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41097-4",
       "pr_numbers": [
@@ -1729,7 +1864,7 @@
           "left_pr_number": 41097,
           "right_pr_number": 44547,
           "similarity": 0.392,
-          "content_similarity": 0.311,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1770,7 +1905,7 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 45635,
-          "similarity": 0.718,
+          "similarity": 0.719,
           "content_similarity": 0.719,
           "size_similarity": 0.59,
           "breadth_similarity": 0.8,
@@ -1829,7 +1964,7 @@
           "left_pr_number": 45421,
           "right_pr_number": 45635,
           "similarity": 0.463,
-          "content_similarity": 0.376,
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           "size_similarity": 0.803,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.586,
@@ -1954,7 +2089,7 @@
           "left_pr_number": 44872,
           "right_pr_number": 45985,
           "similarity": 0.468,
-          "content_similarity": 0.411,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2012,7 +2147,7 @@
         46239
       ],
       "representative_pr_number": 45649,
-      "average_similarity": 0.436,
+      "average_similarity": 0.437,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -2057,7 +2192,7 @@
         {
           "left_pr_number": 45649,
           "right_pr_number": 45655,
-          "similarity": 0.5,
+          "similarity": 0.501,
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           "size_similarity": 0.778,
           "breadth_similarity": 1.0,
@@ -2073,7 +2208,7 @@
         {
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           "breadth_similarity": 1.0,
@@ -2090,7 +2225,7 @@
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