Refresh transformers dataset snapshot 20260505T000047Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260504T180032Z`
+- latest snapshot: `20260505T000047Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
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new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260504T180032Z`
-- Generated: `2026-05-04T18:02:37Z`
+- Snapshot: `20260505T000047Z`
+- Generated: `2026-05-05T00:01:35Z`
 - Activity window: `60d`
 - Contributors: `357`
 
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 | `xodn348` | [profile](https://github.com/xodn348) | no | FIRST_TIME_CONTRIBUTOR | 2352d | `2026-05-01T07:27:40Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `xr843` | [profile](https://github.com/xr843) | no | NONE | 1032d | `2026-03-18T23:53:54Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `xu-song` | [profile](https://github.com/xu-song) | no | CONTRIBUTOR | 3895d | `2026-04-01T14:50:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -447,12 +447,12 @@ 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: `2026-05-04T13:53:34Z`
+- repo last seen: `2026-05-04T18:53:39Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **71**
 - snapshot authored PRs/issues: **71 PRs / 0 issues**
-- snapshot discussion activity: **494 comments / 713 reviews / 1737 review comments**
+- snapshot discussion activity: **495 comments / 722 reviews / 1746 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`
@@ -570,12 +570,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-05-04T18:00:07Z`
+- repo last seen: `2026-05-04T18:58:38Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **43**
 - snapshot authored PRs/issues: **42 PRs / 1 issues**
-- snapshot discussion activity: **500 comments / 854 reviews / 3636 review comments**
+- snapshot discussion activity: **503 comments / 855 reviews / 3637 review comments**
 - account age: **1991 days**
 - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
 - public orgs: none visible
@@ -3373,6 +3373,29 @@ Example artifacts:
 - [PR #43681: Fix T5 v1.1 detection](https://github.com/huggingface/transformers/pull/43681) — closed, merged
 - [PR #43494: Fix loading of Qwen3 FP8](https://github.com/huggingface/transformers/pull/43494) — closed, merged
 
+### `khushali9`
+
+- profile: [github.com/khushali9](https://github.com/khushali9)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akhushali9)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akhushali9)
+- repo first seen: `2025-11-26T16:41:09Z`
+- repo last seen: `2026-05-04T22:47:02Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **22 comments / 15 reviews / 15 review comments**
+- account age: **4226 days**
+- recent public PR activity: **9 PRs** (1 merged / 5 closed-unmerged / 3 open; merged rate **11%**, closed-unmerged rate **56%**, open rate **33%**)
+- public orgs: `systers`, `crowdresearch`
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #45777: torch.backends.fp32_precision cascade conv/rnn so removing the temp fix](https://github.com/huggingface/transformers/pull/45777) — open
+- [PR #44146: Ensure final evaluation runs with step-based evaluation strategy](https://github.com/huggingface/transformers/pull/44146) — closed, merged
+- [PR #42428: logic to select tf32 API as per Pytorch version](https://github.com/huggingface/transformers/pull/42428) — closed, merged
+
 ### `Olexandr88`
 
 - profile: [github.com/Olexandr88](https://github.com/Olexandr88)
@@ -4073,12 +4096,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Advdimitrov13)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Advdimitrov13)
 - repo first seen: `2026-04-24T14:56:28Z`
-- repo last seen: `2026-05-04T16:35:28Z`
+- repo last seen: `2026-05-04T18:42:22Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **2296 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -5329,7 +5352,7 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
-- [PR #45769: feat: add bf16_loss training argument for VRAM-efficient QLoRA](https://github.com/huggingface/transformers/pull/45769) — open
+- [PR #45769: feat: add bf16_loss training argument for VRAM-efficient QLoRA by keeping loss in BF16 during training to save ~1.4 GB VRAM](https://github.com/huggingface/transformers/pull/45769) — open
 
 ### `chandan11248`
 
@@ -7354,12 +7377,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arigen1048)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arigen1048)
 - repo first seen: `2026-04-28T15:23:48Z`
-- repo last seen: `2026-05-04T15:13:39Z`
+- repo last seen: `2026-05-04T21:00:13Z`
 - 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: **6 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
 - account age: **92 days**
 - recent public PR activity: **5 PRs** (0 merged / 3 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **60%**, open rate **40%**)
 - public orgs: none visible
@@ -7606,12 +7629,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASeaL773)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASeaL773)
 - repo first seen: `2026-05-04T06:26:53Z`
-- repo last seen: `2026-05-04T17:44:12Z`
-- first seen in snapshot: **yes**
+- repo last seen: `2026-05-04T18:40:52Z`
+- 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: **2 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
 - account age: **3075 days**
 - recent public PR activity: **14 PRs** (8 merged / 4 closed-unmerged / 2 open; merged rate **57%**, closed-unmerged rate **29%**, open rate **14%**)
 - public orgs: none visible
@@ -7978,27 +8001,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45168: Update min_lr and max_lr default values to better defaults](https://github.com/huggingface/transformers/pull/45168) — open
 
-### `XingyuHu109`
-
-- profile: [github.com/XingyuHu109](https://github.com/XingyuHu109)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AXingyuHu109)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AXingyuHu109)
-- repo first seen: `2026-03-05T21:14:38Z`
-- repo last seen: `2026-03-06T01:35:37Z`
-- 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**
-- account age: **1517 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44481: Add native DeepSeek-V3.2 support](https://github.com/huggingface/transformers/pull/44481) — closed
-
 ### `xodn348`
 
 - profile: [github.com/xodn348](https://github.com/xodn348)

new_contributors.parquet

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+size 63298

pr-scope-clusters.json

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 {
   "repo": "huggingface/transformers",
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+  "generated_at": "2026-05-05T00:01:29Z",
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   "pr_scope_clusters": [
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-      "average_similarity": 0.416,
-      "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
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+      "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
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@@ -251,11 +255,11 @@
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           "concentration_similarity": 1.0,
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           "breadth_similarity": 1.0,
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@@ -330,11 +334,27 @@
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@@ -348,9 +368,25 @@
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@@ -363,11 +399,11 @@
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@@ -381,8 +417,8 @@
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@@ -395,12 +431,12 @@
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           "shared_filenames": [
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@@ -411,11 +447,11 @@
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@@ -427,11 +463,11 @@
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@@ -443,11 +479,11 @@
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@@ -475,11 +511,11 @@
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@@ -571,11 +607,11 @@
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@@ -602,11 +638,43 @@
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+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "size_similarity": 0.333,
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+          ],
+          "shared_directories": [
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+            "src"
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@@ -634,11 +702,27 @@
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+          "size_similarity": 0.08,
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+          "concentration_similarity": 1.0,
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+          ],
+          "shared_directories": [
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+            "src"
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+        },
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -650,11 +734,43 @@
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+        {
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+          ],
+          "shared_directories": [
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+            "src"
+          ]
+        },
+        {
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+          "shared_directories": [
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+            "src"
+          ]
+        },
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           "breadth_similarity": 0.75,
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@@ -666,11 +782,43 @@
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+        {
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+          "shared_directories": [
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+            "src"
+          ]
+        },
+        {
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+          "shared_directories": [
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+            "src"
+          ]
+        },
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@@ -685,8 +833,8 @@
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@@ -701,8 +849,8 @@
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@@ -733,8 +881,8 @@
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -745,6 +893,22 @@
             "src/transformers",
             "src"
           ]
+        },
+        {
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+          "right_pr_number": 45769,
+          "similarity": 0.241,
+          "content_similarity": 0.146,
+          "size_similarity": 0.091,
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+            "src"
+          ]
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@@ -757,7 +921,7 @@
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       "representative_pr_number": 45546,
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+      "average_similarity": 0.75,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
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@@ -768,14 +932,16 @@
         "tests/quantization/ggml",
         "src/transformers/integrations",
         "tests/quantization",
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+        "src/transformers",
+        "tests",
+        "src"
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@@ -796,8 +962,8 @@
         {
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@@ -818,8 +984,8 @@
         {
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@@ -840,8 +1006,8 @@
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@@ -862,8 +1028,8 @@
         {
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@@ -884,8 +1050,8 @@
         {
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@@ -914,20 +1080,22 @@
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       ],
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+      "average_similarity": 0.562,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
       ],
       "shared_directories": [
-        "src/transformers/cli"
+        "src/transformers/cli",
+        "src/transformers",
+        "src"
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@@ -943,8 +1111,8 @@
         {
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-          "similarity": 0.612,
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@@ -960,8 +1128,8 @@
         {
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@@ -977,8 +1145,8 @@
         {
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@@ -994,8 +1162,8 @@
         {
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@@ -1011,8 +1179,8 @@
         {
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@@ -1036,7 +1204,7 @@
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       ],
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-      "average_similarity": 0.558,
+      "average_similarity": 0.56,
       "summary": "4 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45681.",
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         "tests/models/auto/test_tokenization_auto.py",
@@ -1045,7 +1213,9 @@
       "shared_directories": [
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         "tests/models",
+        "src/transformers",
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+        "src",
         "src/transformers/models/auto",
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@@ -1075,8 +1245,8 @@
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@@ -1095,17 +1265,20 @@
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           "shared_filenames": [
+            "src/transformers/models/auto/tokenization_auto.py",
             "tests/models/auto/test_tokenization_auto.py"
           ],
           "shared_directories": [
+            "src/transformers/models/auto",
+            "src/transformers/models",
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@@ -1114,20 +1287,17 @@
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@@ -1138,8 +1308,8 @@
         {
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@@ -1157,8 +1327,8 @@
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@@ -1196,14 +1366,16 @@
         "tests/models",
         "tests",
         "src/transformers/models/gemma4",
-        "src/transformers/models"
+        "src/transformers/models",
+        "src/transformers",
+        "src"
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@@ -1219,8 +1391,8 @@
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         {
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@@ -1265,8 +1437,8 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.893,
@@ -1280,43 +1452,160 @@
             "src/transformers/models",
             "tests/models/gemma4",
             "src/transformers",
-            "tests/models",
-            "src",
-            "tests"
+            "tests/models",
+            "src",
+            "tests"
+          ]
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+          "size_similarity": 0.538,
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+          "concentration_similarity": 0.885,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "tests/models/gemma4",
+            "tests/models",
+            "tests"
+          ]
+        },
+        {
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+          "right_pr_number": 45716,
+          "similarity": 0.331,
+          "content_similarity": 0.248,
+          "size_similarity": 0.509,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.8,
+          "shared_filenames": [
+            "tests/models/gemma4/test_modeling_gemma4.py"
+          ],
+          "shared_directories": [
+            "tests/models/gemma4",
+            "tests/models",
+            "tests"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-45342-4",
+      "pr_numbers": [
+        45342,
+        45548,
+        45649,
+        45655
+      ],
+      "representative_pr_number": 45342,
+      "average_similarity": 0.475,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
+      "shared_filenames": [
+        "src/transformers/modeling_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
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+          "right_pr_number": 45655,
+          "similarity": 0.84,
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+          "size_similarity": 0.889,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 45649,
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+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "concentration_similarity": 1.0,
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+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 45649,
+          "similarity": 0.371,
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+          "size_similarity": 0.106,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
           ]
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+          "size_similarity": 0.17,
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+            "src/transformers/modeling_utils.py"
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-            "tests/models/gemma4",
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-          "size_similarity": 0.509,
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-          "concentration_similarity": 0.8,
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+          "right_pr_number": 45655,
+          "similarity": 0.353,
+          "content_similarity": 0.284,
+          "size_similarity": 0.191,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
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+            "src/transformers/modeling_utils.py"
           ],
           "shared_directories": [
-            "tests/models/gemma4",
-            "tests/models",
-            "tests"
+            "src/transformers",
+            "src"
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       ]
@@ -1330,7 +1619,7 @@
         45661
       ],
       "representative_pr_number": 44974,
-      "average_similarity": 0.469,
+      "average_similarity": 0.474,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #44974.",
       "shared_filenames": [
         "src/transformers/core_model_loading.py",
@@ -1339,7 +1628,9 @@
         "src/transformers/modeling_utils.py"
       ],
       "shared_directories": [
+        "src/transformers",
         "tests",
+        "src",
         "tests/utils",
         "src/transformers/integrations",
         "tests/models"
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           "breadth_similarity": 0.8,
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@@ -1367,8 +1658,8 @@
         {
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@@ -1388,8 +1679,8 @@
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-          "similarity": 0.473,
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           "breadth_similarity": 0.5,
           "concentration_similarity": 0.586,
@@ -1406,8 +1697,8 @@
         {
           "left_pr_number": 45635,
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           "breadth_similarity": 0.123,
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@@ -1426,8 +1717,8 @@
         {
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-          "similarity": 0.426,
-          "content_similarity": 0.309,
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           "breadth_similarity": 0.667,
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@@ -1443,8 +1734,8 @@
         {
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           "breadth_similarity": 0.246,
           "concentration_similarity": 0.831,
@@ -1461,120 +1752,6 @@
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-      "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
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-        "src/transformers/modeling_utils.py"
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@@ -1592,6 +1769,8 @@
       "shared_directories": [
         "src/transformers/models/gptj",
         "src/transformers/models",
+        "src/transformers",
+        "src",
         "src/transformers/models/codegen"
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@@ -1661,21 +1840,23 @@
         44676
       ],
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+      "average_similarity": 0.569,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
       "shared_filenames": [
         "src/transformers/models/gpt2/modeling_gpt2.py"
       ],
       "shared_directories": [
         "src/transformers/models/gpt2",
-        "src/transformers/models"
+        "src/transformers/models",
+        "src/transformers",
+        "src"
       ],
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@@ -1692,8 +1873,8 @@
         {
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@@ -1710,8 +1891,8 @@
         {
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@@ -1735,21 +1916,23 @@
         45422
       ],
       "representative_pr_number": 41606,
-      "average_similarity": 0.561,
+      "average_similarity": 0.563,
       "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
       "shared_filenames": [
         "tests/test_processing_common.py",
         "src/transformers/processing_utils.py"
       ],
       "shared_directories": [
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+        "src/transformers",
+        "tests",
+        "src"
       ],
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@@ -1766,8 +1949,8 @@
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@@ -1784,8 +1967,8 @@
         {
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@@ -1903,7 +2086,7 @@
         44019
       ],
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-      "average_similarity": 0.525,
+      "average_similarity": 0.529,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.",
       "shared_filenames": [
         "src/transformers/models/regnet/modeling_regnet.py",
@@ -1911,6 +2094,8 @@
       ],
       "shared_directories": [
         "src/transformers/models",
+        "src/transformers",
+        "src",
         "src/transformers/models/regnet",
         "src/transformers/models/resnet"
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@@ -1918,8 +2103,8 @@
         {
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@@ -1936,8 +2121,8 @@
         {
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@@ -1954,8 +2139,8 @@
         {
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@@ -1976,7 +2161,7 @@
         45438
       ],
       "representative_pr_number": 45438,
-      "average_similarity": 0.483,
+      "average_similarity": 0.487,
       "summary": "3 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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@@ -1988,19 +2173,19 @@
       "shared_directories": [
         "src/transformers/models/gemma4",
         "src/transformers/models",
+        "src/transformers",
+        "src",
         "docs/source/en/model_doc",
         "src/transformers/models/auto",
         "tests/models/gemma4",
-        "docs/source/en",
-        "docs/source",
-        "tests/models"
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@@ -2027,8 +2212,8 @@
         {
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@@ -2046,8 +2231,8 @@
         {
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@@ -2072,20 +2257,22 @@
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       ],
       "representative_pr_number": 34667,
-      "average_similarity": 0.461,
+      "average_similarity": 0.467,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
       ],
       "shared_directories": [
-        "src/transformers/generation"
+        "src/transformers/generation",
+        "src/transformers",
+        "src"
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@@ -2101,8 +2288,8 @@
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@@ -2118,8 +2305,8 @@
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@@ -2142,18 +2329,21 @@
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       "representative_pr_number": 43549,
-      "average_similarity": 0.457,
+      "average_similarity": 0.462,
       "summary": "3 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"
       ],
-      "shared_directories": [],
+      "shared_directories": [
+        "src/transformers",
+        "src"
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@@ -2184,8 +2374,8 @@
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         45524
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       "representative_pr_number": 44615,
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+      "average_similarity": 0.409,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
       "shared_filenames": [
         "src/transformers/utils/import_utils.py"
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-            "src/transformers",
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-      "summary": "3 open PRs share weighted file overlap around `tests/models/qwen3_5/test_modeling_qwen3_5.py`, `src/transformers/models/qwen3_5/modular_qwen3_5.py`, `src/transformers/models/qwen3_5/modeling_qwen3_5.py`; representative PR #45513.",
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-        "tests/models/qwen3_5",
-        "src/transformers/models",
-        "tests/models",
-        "tests",
-        "src/transformers/models/qwen3_next"
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+        "src/transformers",
+        "src"
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-            "src/transformers/models/qwen3_5",
-            "src/transformers/models/qwen3_next",
-            "src/transformers/models",
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+            "src/transformers/utils",
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-            "tests/models/qwen3_5/test_modeling_qwen3_5.py"
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           "shared_directories": [
-            "src/transformers/models/qwen3_5",
-            "src/transformers/models",
-            "tests/models/qwen3_5",
+            "src/transformers/utils",
             "src/transformers",
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+            "src"
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+          "similarity": 0.388,
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+          "size_similarity": 0.615,
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           "shared_filenames": [
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-            "src/transformers/models/qwen3_5/modular_qwen3_5.py",
-            "tests/models/qwen3_5/test_modeling_qwen3_5.py"
+            "src/transformers/utils/import_utils.py"
           ],
           "shared_directories": [
-            "src/transformers/models/qwen3_5",
-            "src/transformers/models",
-            "tests/models/qwen3_5",
+            "src/transformers/utils",
             "src/transformers",
-            "tests/models",
-            "src",
-            "tests"
+            "src"
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@@ -2391,7 +2483,7 @@
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@@ -2421,7 +2513,7 @@
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@@ -2453,7 +2545,9 @@
         "tests/models/gpt_neo",
         "src/transformers/models",
         "tests/models",
-        "tests"
+        "src/transformers",
+        "tests",
+        "src"
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           "concentration_similarity": 0.832,
@@ -2622,7 +2716,9 @@
         "src/transformers/loss/loss_utils.py"
       ],
       "shared_directories": [
-        "src/transformers/loss"
+        "src/transformers/loss",
+        "src/transformers",
+        "src"
       ],
       "pairwise": [
         {
@@ -2651,7 +2747,7 @@
         43775
       ],
       "representative_pr_number": 43543,
-      "average_similarity": 0.819,
+      "average_similarity": 0.82,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`; representative PR #43543.",
       "shared_filenames": [
         "src/transformers/models/jetmoe/modeling_jetmoe.py",
@@ -2677,8 +2773,8 @@
         {
           "left_pr_number": 43543,
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-          "similarity": 0.819,
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           "concentration_similarity": 1.0,
@@ -2724,7 +2820,9 @@
       ],
       "shared_directories": [
         "tests/utils",
-        "tests"
+        "src/transformers",
+        "tests",
+        "src"
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         {
@@ -2755,7 +2853,7 @@
         44375
       ],
       "representative_pr_number": 36895,
-      "average_similarity": 0.759,
+      "average_similarity": 0.761,
       "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/rf_detr.md`, `src/transformers/loss/loss_lw_detr.py`, `src/transformers/models/rf_detr/__init__.py`; representative PR #36895.",
       "shared_filenames": [
         "docs/source/en/model_doc/rf_detr.md",
@@ -2781,8 +2879,8 @@
         {
           "left_pr_number": 36895,
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@@ -2820,20 +2918,22 @@
         45523
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-      "average_similarity": 0.716,
+      "average_similarity": 0.718,
       "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/integrations",
+        "src/transformers",
+        "src"
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         {
           "left_pr_number": 41901,
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@@ -2855,7 +2955,7 @@
         45144
       ],
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-      "average_similarity": 0.712,
+      "average_similarity": 0.714,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/convert_mimo_v2_flash_weights_to_hf.py`; representative PR #43020.",
       "shared_filenames": [
         "src/transformers/models/mimo_v2_flash/__init__.py",
@@ -2873,14 +2973,16 @@
         "tests/models/mimo_v2_flash",
         "src/transformers/models",
         "tests/models",
-        "tests"
+        "src/transformers",
+        "tests",
+        "src"
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@@ -2914,18 +3016,21 @@
         43469
       ],
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-      "average_similarity": 0.682,
+      "average_similarity": 0.684,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
       "shared_filenames": [
         "src/transformers/hf_argparser.py"
       ],
-      "shared_directories": [],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
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         {
           "left_pr_number": 41441,
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@@ -2946,7 +3051,7 @@
         45480
       ],
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-      "average_similarity": 0.679,
+      "average_similarity": 0.678,
       "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
       "shared_filenames": [
         "tests/quantization/compressed_tensors_integration/test_compressed_models.py"
@@ -2960,8 +3065,8 @@
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@@ -2983,20 +3088,22 @@
         43816
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-      "average_similarity": 0.666,
+      "average_similarity": 0.667,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.",
       "shared_filenames": [
         "src/transformers/integrations/integration_utils.py"
       ],
       "shared_directories": [
-        "src/transformers/integrations"
+        "src/transformers/integrations",
+        "src/transformers",
+        "src"
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         {
           "left_pr_number": 43779,
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@@ -3018,7 +3125,7 @@
         45627
       ],
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-      "average_similarity": 0.661,
+      "average_similarity": 0.662,
       "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_processor_auto.py`, `src/transformers/processing_utils.py`; representative PR #42668.",
       "shared_filenames": [
         "tests/models/auto/test_processor_auto.py",
@@ -3027,14 +3134,16 @@
       "shared_directories": [
         "tests/models/auto",
         "tests/models",
-        "tests"
+        "src/transformers",
+        "tests",
+        "src"
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@@ -3059,21 +3168,23 @@
         44116
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-      "average_similarity": 0.56,
+      "average_similarity": 0.563,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.",
       "shared_filenames": [
         "src/transformers/models/flaubert/modeling_flaubert.py"
       ],
       "shared_directories": [
         "src/transformers/models/flaubert",
-        "src/transformers/models"
+        "src/transformers/models",
+        "src/transformers",
+        "src"
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         {
           "left_pr_number": 44101,
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           "breadth_similarity": 0.5,
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@@ -3138,41 +3249,6 @@
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-        45687
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-      "average_similarity": 0.513,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.",
-      "shared_filenames": [
-        "src/transformers/integrations/moe.py"
-      ],
-      "shared_directories": [
-        "src/transformers/integrations"
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-          "breadth_similarity": 1.0,
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-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "src"
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@@ -3180,7 +3256,7 @@
         45396
       ],
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-      "average_similarity": 0.512,
+      "average_similarity": 0.517,
       "summary": "2 open PRs share weighted file overlap around `tests/models/video_llama_3/test_modeling_video_llama_3.py`, `src/transformers/models/glm_ocr/modular_glm_ocr.py`, `src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py`; representative PR #41992.",
       "shared_filenames": [
         "tests/models/video_llama_3/test_modeling_video_llama_3.py",
@@ -3206,8 +3282,8 @@
         {
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@@ -3245,18 +3321,21 @@
         45651
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-      "average_similarity": 0.512,
+      "average_similarity": 0.515,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer_pt_utils.py`; representative PR #43363.",
       "shared_filenames": [
         "src/transformers/trainer_pt_utils.py"
       ],
-      "shared_directories": [],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
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         {
           "left_pr_number": 43363,
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@@ -3277,7 +3356,7 @@
         45720
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-      "average_similarity": 0.508,
+      "average_similarity": 0.512,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/wavlm/modeling_wavlm.py`; representative PR #44114.",
       "shared_filenames": [
         "src/transformers/models/data2vec/modeling_data2vec_audio.py",
@@ -3303,8 +3382,8 @@
         {
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