transformers-pr / pr-scope-clusters.json
evalstate's picture
evalstate HF Staff
Refresh transformers dataset snapshot 20260421T060039Z
454e8a1 verified
raw
history blame
112 kB
{
"repo": "huggingface/transformers",
"snapshot_id": "20260421T060039Z",
"generated_at": "2026-04-21T06:01:10Z",
"cluster_count": 39,
"pr_scope_clusters": [
{
"cluster_id": "pr-scope-43636-10",
"pr_numbers": [
43636,
43651,
43663,
44123,
44189,
44257,
44660,
45055,
45067,
45273
],
"representative_pr_number": 45067,
"average_similarity": 0.422,
"summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [],
"pairwise": [
{
"left_pr_number": 44189,
"right_pr_number": 45067,
"similarity": 0.775,
"content_similarity": 0.859,
"size_similarity": 0.16,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43663,
"right_pr_number": 45067,
"similarity": 0.62,
"content_similarity": 0.457,
"size_similarity": 1.0,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43651,
"right_pr_number": 43663,
"similarity": 0.545,
"content_similarity": 0.411,
"size_similarity": 0.72,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43651,
"right_pr_number": 45067,
"similarity": 0.518,
"content_similarity": 0.371,
"size_similarity": 0.72,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43663,
"right_pr_number": 44123,
"similarity": 0.503,
"content_similarity": 0.407,
"size_similarity": 0.455,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44257,
"right_pr_number": 44660,
"similarity": 0.492,
"content_similarity": 0.274,
"size_similarity": 1.0,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44123,
"right_pr_number": 45067,
"similarity": 0.475,
"content_similarity": 0.367,
"size_similarity": 0.455,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43663,
"right_pr_number": 44660,
"similarity": 0.468,
"content_similarity": 0.402,
"size_similarity": 0.24,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44189,
"right_pr_number": 44660,
"similarity": 0.466,
"content_similarity": 0.309,
"size_similarity": 0.667,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43636,
"right_pr_number": 43663,
"similarity": 0.456,
"content_similarity": 0.343,
"size_similarity": 0.44,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43663,
"right_pr_number": 44189,
"similarity": 0.446,
"content_similarity": 0.388,
"size_similarity": 0.16,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44189,
"right_pr_number": 45055,
"similarity": 0.443,
"content_similarity": 0.258,
"size_similarity": 0.75,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44660,
"right_pr_number": 45067,
"similarity": 0.44,
"content_similarity": 0.363,
"size_similarity": 0.24,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43636,
"right_pr_number": 43651,
"similarity": 0.437,
"content_similarity": 0.279,
"size_similarity": 0.611,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44189,
"right_pr_number": 44257,
"similarity": 0.435,
"content_similarity": 0.264,
"size_similarity": 0.667,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43636,
"right_pr_number": 45067,
"similarity": 0.433,
"content_similarity": 0.31,
"size_similarity": 0.44,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43651,
"right_pr_number": 44123,
"similarity": 0.43,
"content_similarity": 0.33,
"size_similarity": 0.327,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43651,
"right_pr_number": 44660,
"similarity": 0.428,
"content_similarity": 0.326,
"size_similarity": 0.333,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43663,
"right_pr_number": 44257,
"similarity": 0.427,
"content_similarity": 0.345,
"size_similarity": 0.24,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43636,
"right_pr_number": 44660,
"similarity": 0.423,
"content_similarity": 0.273,
"size_similarity": 0.545,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44660,
"right_pr_number": 45055,
"similarity": 0.412,
"content_similarity": 0.267,
"size_similarity": 0.5,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43651,
"right_pr_number": 44189,
"similarity": 0.404,
"content_similarity": 0.315,
"size_similarity": 0.222,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44257,
"right_pr_number": 45067,
"similarity": 0.404,
"content_similarity": 0.311,
"size_similarity": 0.24,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43663,
"right_pr_number": 45055,
"similarity": 0.403,
"content_similarity": 0.336,
"size_similarity": 0.12,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43651,
"right_pr_number": 44257,
"similarity": 0.396,
"content_similarity": 0.28,
"size_similarity": 0.333,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43636,
"right_pr_number": 44257,
"similarity": 0.395,
"content_similarity": 0.234,
"size_similarity": 0.545,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44123,
"right_pr_number": 44660,
"similarity": 0.393,
"content_similarity": 0.323,
"size_similarity": 0.109,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43636,
"right_pr_number": 44189,
"similarity": 0.389,
"content_similarity": 0.263,
"size_similarity": 0.364,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 45055,
"right_pr_number": 45273,
"similarity": 0.389,
"content_similarity": 0.199,
"size_similarity": 0.667,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44189,
"right_pr_number": 45273,
"similarity": 0.386,
"content_similarity": 0.23,
"size_similarity": 0.5,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44257,
"right_pr_number": 45055,
"similarity": 0.385,
"content_similarity": 0.229,
"size_similarity": 0.5,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 45055,
"right_pr_number": 45067,
"similarity": 0.38,
"content_similarity": 0.303,
"size_similarity": 0.12,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44123,
"right_pr_number": 44189,
"similarity": 0.379,
"content_similarity": 0.312,
"size_similarity": 0.073,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43636,
"right_pr_number": 44123,
"similarity": 0.373,
"content_similarity": 0.276,
"size_similarity": 0.2,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43663,
"right_pr_number": 45273,
"similarity": 0.372,
"content_similarity": 0.299,
"size_similarity": 0.08,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44660,
"right_pr_number": 45273,
"similarity": 0.367,
"content_similarity": 0.238,
"size_similarity": 0.333,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43651,
"right_pr_number": 45055,
"similarity": 0.366,
"content_similarity": 0.273,
"size_similarity": 0.167,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44123,
"right_pr_number": 44257,
"similarity": 0.36,
"content_similarity": 0.277,
"size_similarity": 0.109,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 45067,
"right_pr_number": 45273,
"similarity": 0.351,
"content_similarity": 0.27,
"size_similarity": 0.08,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43636,
"right_pr_number": 45055,
"similarity": 0.35,
"content_similarity": 0.228,
"size_similarity": 0.273,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44123,
"right_pr_number": 45055,
"similarity": 0.347,
"content_similarity": 0.27,
"size_similarity": 0.055,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44257,
"right_pr_number": 45273,
"similarity": 0.343,
"content_similarity": 0.204,
"size_similarity": 0.333,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43651,
"right_pr_number": 45273,
"similarity": 0.337,
"content_similarity": 0.243,
"size_similarity": 0.111,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 44123,
"right_pr_number": 45273,
"similarity": 0.324,
"content_similarity": 0.241,
"size_similarity": 0.036,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43636,
"right_pr_number": 45273,
"similarity": 0.319,
"content_similarity": 0.203,
"size_similarity": 0.182,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-45202-6",
"pr_numbers": [
45202,
45279,
45294,
45438,
45454,
45477
],
"representative_pr_number": 45438,
"average_similarity": 0.422,
"summary": "6 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45438.",
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py",
"tests/models/gemma4/test_modeling_gemma4.py",
"docs/source/en/model_doc/gemma4.md",
"src/transformers/models/git/modeling_git.py",
"src/transformers/models/gemma3/modular_gemma3.py",
"src/transformers/models/gemma3/modeling_gemma3.py",
"src/transformers/models/auto/modeling_auto.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"tests/models/gemma4",
"tests/models",
"tests",
"src/transformers/models/git",
"src/transformers/models/gemma3",
"docs/source/en/model_doc"
],
"pairwise": [
{
"left_pr_number": 45294,
"right_pr_number": 45438,
"similarity": 0.801,
"content_similarity": 0.841,
"size_similarity": 0.42,
"breadth_similarity": 1.0,
"concentration_similarity": 0.989,
"shared_filenames": [
"docs/source/en/model_doc/gemma4.md",
"src/transformers/models/auto/modeling_auto.py",
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py",
"tests/models/gemma4/test_modeling_gemma4.py"
],
"shared_directories": [
"docs/source/en/model_doc",
"src/transformers/models/auto",
"src/transformers/models/gemma4",
"docs/source/en",
"src/transformers/models",
"tests/models/gemma4",
"docs/source",
"src/transformers",
"tests/models",
"docs"
]
},
{
"left_pr_number": 45454,
"right_pr_number": 45477,
"similarity": 0.567,
"content_similarity": 0.582,
"size_similarity": 0.199,
"breadth_similarity": 0.806,
"concentration_similarity": 0.987,
"shared_filenames": [
"src/transformers/models/gemma3/modeling_gemma3.py",
"src/transformers/models/gemma3/modular_gemma3.py",
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py",
"src/transformers/models/git/modeling_git.py"
],
"shared_directories": [
"src/transformers/models/gemma3",
"src/transformers/models/gemma4",
"src/transformers/models/git",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45202,
"right_pr_number": 45279,
"similarity": 0.526,
"content_similarity": 0.635,
"size_similarity": 0.049,
"breadth_similarity": 0.367,
"concentration_similarity": 0.741,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45279,
"right_pr_number": 45294,
"similarity": 0.484,
"content_similarity": 0.362,
"size_similarity": 0.675,
"breadth_similarity": 0.875,
"concentration_similarity": 0.832,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45279,
"right_pr_number": 45438,
"similarity": 0.48,
"content_similarity": 0.442,
"size_similarity": 0.283,
"breadth_similarity": 0.875,
"concentration_similarity": 0.821,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45438,
"right_pr_number": 45454,
"similarity": 0.466,
"content_similarity": 0.39,
"size_similarity": 0.647,
"breadth_similarity": 0.757,
"concentration_similarity": 0.405,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py",
"tests/models/gemma4/test_modeling_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"tests/models/gemma4",
"src/transformers",
"tests/models",
"src",
"tests"
]
},
{
"left_pr_number": 45202,
"right_pr_number": 45438,
"similarity": 0.431,
"content_similarity": 0.501,
"size_similarity": 0.014,
"breadth_similarity": 0.325,
"concentration_similarity": 0.92,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45294,
"right_pr_number": 45454,
"similarity": 0.43,
"content_similarity": 0.337,
"size_similarity": 0.649,
"breadth_similarity": 0.757,
"concentration_similarity": 0.416,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py",
"tests/models/gemma4/test_modeling_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"tests/models/gemma4",
"src/transformers",
"tests/models",
"src",
"tests"
]
},
{
"left_pr_number": 45438,
"right_pr_number": 45477,
"similarity": 0.378,
"content_similarity": 0.357,
"size_similarity": 0.308,
"breadth_similarity": 0.611,
"concentration_similarity": 0.418,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45294,
"right_pr_number": 45477,
"similarity": 0.347,
"content_similarity": 0.35,
"size_similarity": 0.129,
"breadth_similarity": 0.611,
"concentration_similarity": 0.429,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45202,
"right_pr_number": 45294,
"similarity": 0.344,
"content_similarity": 0.373,
"size_similarity": 0.033,
"breadth_similarity": 0.325,
"concentration_similarity": 0.908,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45279,
"right_pr_number": 45454,
"similarity": 0.327,
"content_similarity": 0.237,
"size_similarity": 0.438,
"breadth_similarity": 0.657,
"concentration_similarity": 0.584,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45279,
"right_pr_number": 45477,
"similarity": 0.291,
"content_similarity": 0.279,
"size_similarity": 0.087,
"breadth_similarity": 0.528,
"concentration_similarity": 0.597,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45202,
"right_pr_number": 45477,
"similarity": 0.238,
"content_similarity": 0.288,
"size_similarity": 0.004,
"breadth_similarity": 0.194,
"concentration_similarity": 0.338,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45202,
"right_pr_number": 45454,
"similarity": 0.215,
"content_similarity": 0.245,
"size_similarity": 0.022,
"breadth_similarity": 0.243,
"concentration_similarity": 0.324,
"shared_filenames": [
"src/transformers/models/gemma4/modeling_gemma4.py",
"src/transformers/models/gemma4/modular_gemma4.py"
],
"shared_directories": [
"src/transformers/models/gemma4",
"src/transformers/models",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-44070-4",
"pr_numbers": [
44070,
45283,
45296,
45506
],
"representative_pr_number": 44070,
"average_similarity": 0.692,
"summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`, `tests/quantization/ggml/test_ggml.py`; representative PR #44070.",
"shared_filenames": [
"src/transformers/integrations/ggml.py",
"src/transformers/modeling_gguf_pytorch_utils.py",
"tests/quantization/ggml/test_ggml.py"
],
"shared_directories": [
"src/transformers/integrations",
"tests/quantization/ggml",
"tests/quantization",
"tests"
],
"pairwise": [
{
"left_pr_number": 44070,
"right_pr_number": 45296,
"similarity": 0.878,
"content_similarity": 0.894,
"size_similarity": 0.702,
"breadth_similarity": 1.0,
"concentration_similarity": 0.932,
"shared_filenames": [
"src/transformers/integrations/ggml.py",
"src/transformers/modeling_gguf_pytorch_utils.py",
"tests/quantization/ggml/test_ggml.py"
],
"shared_directories": [
"src/transformers/integrations",
"tests/quantization/ggml",
"src/transformers",
"tests/quantization",
"src",
"tests"
]
},
{
"left_pr_number": 45283,
"right_pr_number": 45506,
"similarity": 0.714,
"content_similarity": 0.726,
"size_similarity": 0.608,
"breadth_similarity": 0.667,
"concentration_similarity": 0.961,
"shared_filenames": [
"src/transformers/integrations/ggml.py",
"src/transformers/modeling_gguf_pytorch_utils.py"
],
"shared_directories": [
"src/transformers/integrations",
"src/transformers",
"src"
]
},
{
"left_pr_number": 44070,
"right_pr_number": 45506,
"similarity": 0.695,
"content_similarity": 0.661,
"size_similarity": 0.647,
"breadth_similarity": 1.0,
"concentration_similarity": 0.695,
"shared_filenames": [
"src/transformers/integrations/ggml.py",
"src/transformers/modeling_gguf_pytorch_utils.py",
"tests/quantization/ggml/test_ggml.py"
],
"shared_directories": [
"src/transformers/integrations",
"tests/quantization/ggml",
"src/transformers",
"tests/quantization",
"src",
"tests"
]
},
{
"left_pr_number": 45296,
"right_pr_number": 45506,
"similarity": 0.686,
"content_similarity": 0.595,
"size_similarity": 0.921,
"breadth_similarity": 1.0,
"concentration_similarity": 0.626,
"shared_filenames": [
"src/transformers/integrations/ggml.py",
"src/transformers/modeling_gguf_pytorch_utils.py",
"tests/quantization/ggml/test_ggml.py"
],
"shared_directories": [
"src/transformers/integrations",
"tests/quantization/ggml",
"src/transformers",
"tests/quantization",
"src",
"tests"
]
},
{
"left_pr_number": 44070,
"right_pr_number": 45283,
"similarity": 0.633,
"content_similarity": 0.673,
"size_similarity": 0.393,
"breadth_similarity": 0.667,
"concentration_similarity": 0.733,
"shared_filenames": [
"src/transformers/integrations/ggml.py",
"src/transformers/modeling_gguf_pytorch_utils.py"
],
"shared_directories": [
"src/transformers/integrations",
"src/transformers",
"src"
]
},
{
"left_pr_number": 45283,
"right_pr_number": 45296,
"similarity": 0.547,
"content_similarity": 0.519,
"size_similarity": 0.56,
"breadth_similarity": 0.667,
"concentration_similarity": 0.665,
"shared_filenames": [
"src/transformers/integrations/ggml.py",
"src/transformers/modeling_gguf_pytorch_utils.py"
],
"shared_directories": [
"src/transformers/integrations",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-43656-4",
"pr_numbers": [
43656,
43836,
43842,
44682
],
"representative_pr_number": 43836,
"average_similarity": 0.557,
"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"
],
"pairwise": [
{
"left_pr_number": 43656,
"right_pr_number": 43836,
"similarity": 0.686,
"content_similarity": 0.74,
"size_similarity": 0.121,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/cli/serve.py"
],
"shared_directories": [
"src/transformers/cli",
"src/transformers",
"src"
]
},
{
"left_pr_number": 43836,
"right_pr_number": 43842,
"similarity": 0.61,
"content_similarity": 0.651,
"size_similarity": 0.027,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/cli/serve.py"
],
"shared_directories": [
"src/transformers/cli",
"src/transformers",
"src"
]
},
{
"left_pr_number": 43836,
"right_pr_number": 44682,
"similarity": 0.604,
"content_similarity": 0.649,
"size_similarity": 0.398,
"breadth_similarity": 0.5,
"concentration_similarity": 0.802,
"shared_filenames": [
"src/transformers/cli/serve.py"
],
"shared_directories": [
"src/transformers/cli",
"src/transformers",
"src"
]
},
{
"left_pr_number": 43656,
"right_pr_number": 43842,
"similarity": 0.593,
"content_similarity": 0.586,
"size_similarity": 0.222,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/cli/serve.py"
],
"shared_directories": [
"src/transformers/cli",
"src/transformers",
"src"
]
},
{
"left_pr_number": 43656,
"right_pr_number": 44682,
"similarity": 0.441,
"content_similarity": 0.491,
"size_similarity": 0.048,
"breadth_similarity": 0.5,
"concentration_similarity": 0.802,
"shared_filenames": [
"src/transformers/cli/serve.py"
],
"shared_directories": [
"src/transformers/cli",
"src/transformers",
"src"
]
},
{
"left_pr_number": 43842,
"right_pr_number": 44682,
"similarity": 0.41,
"content_similarity": 0.454,
"size_similarity": 0.011,
"breadth_similarity": 0.5,
"concentration_similarity": 0.802,
"shared_filenames": [
"src/transformers/cli/serve.py"
],
"shared_directories": [
"src/transformers/cli",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-41992-4",
"pr_numbers": [
41992,
44157,
44973,
45396
],
"representative_pr_number": 44157,
"average_similarity": 0.454,
"summary": "4 open PRs share weighted file overlap around `src/transformers/models/glm_ocr/modular_glm_ocr.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #44157.",
"shared_filenames": [
"src/transformers/models/glm_ocr/modular_glm_ocr.py",
"src/transformers/models/glm4v/modeling_glm4v.py",
"src/transformers/models/glm_ocr/modeling_glm_ocr.py",
"src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
"src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
"src/transformers/models/video_llama_3/modeling_video_llama_3.py",
"src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
"src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
],
"shared_directories": [
"src/transformers/models/glm_ocr",
"src/transformers/models/qwen2_5_omni",
"src/transformers/models/qwen3_5_moe",
"src/transformers/models/glm4v",
"src/transformers/models/glm4v_moe",
"src/transformers/models/paddleocr_vl",
"src/transformers/models/qwen2_5_vl",
"src/transformers/models/qwen2_vl"
],
"pairwise": [
{
"left_pr_number": 44157,
"right_pr_number": 45396,
"similarity": 0.625,
"content_similarity": 0.672,
"size_similarity": 0.324,
"breadth_similarity": 0.585,
"concentration_similarity": 0.959,
"shared_filenames": [
"src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
"src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py",
"src/transformers/models/glm4v/modeling_glm4v.py",
"src/transformers/models/glm4v/modular_glm4v.py",
"src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
"src/transformers/models/glm_ocr/modeling_glm_ocr.py",
"src/transformers/models/glm_ocr/modular_glm_ocr.py",
"src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
"src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py",
"src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py"
],
"shared_directories": [
"src/transformers/models/ernie4_5_vl_moe",
"src/transformers/models/glm4v",
"src/transformers/models/glm4v_moe",
"src/transformers/models/glm_ocr",
"src/transformers/models/paddleocr_vl",
"src/transformers/models/qwen2_5_omni",
"src/transformers/models/qwen2_5_vl",
"src/transformers/models/qwen2_vl",
"src/transformers/models/qwen3_5",
"src/transformers/models/qwen3_5_moe"
]
},
{
"left_pr_number": 44157,
"right_pr_number": 44973,
"similarity": 0.552,
"content_similarity": 0.589,
"size_similarity": 0.029,
"breadth_similarity": 0.896,
"concentration_similarity": 0.919,
"shared_filenames": [
"src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
"src/transformers/models/glm4v/modeling_glm4v.py",
"src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
"src/transformers/models/glm_ocr/modeling_glm_ocr.py",
"src/transformers/models/glm_ocr/modular_glm_ocr.py",
"src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
"src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
"src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py",
"src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py",
"src/transformers/models/qwen2_vl/modeling_qwen2_vl.py"
],
"shared_directories": [
"src/transformers/models/ernie4_5_vl_moe",
"src/transformers/models/glm4v",
"src/transformers/models/glm4v_moe",
"src/transformers/models/glm_ocr",
"src/transformers/models/paddleocr_vl",
"src/transformers/models/qwen2_5_omni",
"src/transformers/models/qwen2_5_vl",
"src/transformers/models/qwen2_vl",
"src/transformers/models/qwen3_5",
"src/transformers/models/qwen3_5_moe"
]
},
{
"left_pr_number": 41992,
"right_pr_number": 45396,
"similarity": 0.526,
"content_similarity": 0.481,
"size_similarity": 0.65,
"breadth_similarity": 0.508,
"concentration_similarity": 0.826,
"shared_filenames": [
"src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
"src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py",
"src/transformers/models/esm/configuration_esm.py",
"src/transformers/models/glm46v/modeling_glm46v.py",
"src/transformers/models/glm4v/modeling_glm4v.py",
"src/transformers/models/glm4v/modular_glm4v.py",
"src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
"src/transformers/models/glm_image/modeling_glm_image.py",
"src/transformers/models/glm_image/modular_glm_image.py",
"src/transformers/models/glm_ocr/modeling_glm_ocr.py"
],
"shared_directories": [
"src/transformers/models/ernie4_5_vl_moe",
"src/transformers/models/esm",
"src/transformers/models/glm46v",
"src/transformers/models/glm4v",
"src/transformers/models/glm4v_moe",
"src/transformers/models/glm_image",
"src/transformers/models/glm_ocr",
"src/transformers/models/paddleocr_vl",
"src/transformers/models/qwen2_5_omni",
"src/transformers/models/qwen2_5_vl"
]
},
{
"left_pr_number": 44973,
"right_pr_number": 45396,
"similarity": 0.393,
"content_similarity": 0.416,
"size_similarity": 0.009,
"breadth_similarity": 0.521,
"concentration_similarity": 0.96,
"shared_filenames": [
"src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
"src/transformers/models/glm4v/modeling_glm4v.py",
"src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
"src/transformers/models/glm_image/modeling_glm_image.py",
"src/transformers/models/glm_image/modular_glm_image.py",
"src/transformers/models/glm_ocr/modeling_glm_ocr.py",
"src/transformers/models/glm_ocr/modular_glm_ocr.py",
"src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
"src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
"src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
],
"shared_directories": [
"src/transformers/models/ernie4_5_vl_moe",
"src/transformers/models/glm4v",
"src/transformers/models/glm4v_moe",
"src/transformers/models/glm_image",
"src/transformers/models/glm_ocr",
"src/transformers/models/paddleocr_vl",
"src/transformers/models/qwen2_5_omni",
"src/transformers/models/qwen2_5_vl",
"src/transformers/models/qwen2_vl",
"src/transformers/models/qwen3_5"
]
},
{
"left_pr_number": 41992,
"right_pr_number": 44157,
"similarity": 0.376,
"content_similarity": 0.393,
"size_similarity": 0.211,
"breadth_similarity": 0.296,
"concentration_similarity": 0.785,
"shared_filenames": [
"src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
"src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py",
"src/transformers/models/glm4v/modeling_glm4v.py",
"src/transformers/models/glm4v/modular_glm4v.py",
"src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
"src/transformers/models/glm_ocr/modeling_glm_ocr.py",
"src/transformers/models/glm_ocr/modular_glm_ocr.py",
"src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
"src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py",
"src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py"
],
"shared_directories": [
"src/transformers/models/ernie4_5_vl_moe",
"src/transformers/models/glm4v",
"src/transformers/models/glm4v_moe",
"src/transformers/models/glm_ocr",
"src/transformers/models/paddleocr_vl",
"src/transformers/models/qwen2_5_omni",
"src/transformers/models/qwen2_5_vl",
"src/transformers/models/qwen2_vl",
"src/transformers/models/qwen3_5",
"src/transformers/models/qwen3_5_moe"
]
},
{
"left_pr_number": 41992,
"right_pr_number": 44973,
"similarity": 0.253,
"content_similarity": 0.261,
"size_similarity": 0.006,
"breadth_similarity": 0.266,
"concentration_similarity": 0.866,
"shared_filenames": [
"src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
"src/transformers/models/glm4v/modeling_glm4v.py",
"src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
"src/transformers/models/glm_image/modeling_glm_image.py",
"src/transformers/models/glm_image/modular_glm_image.py",
"src/transformers/models/glm_ocr/modeling_glm_ocr.py",
"src/transformers/models/glm_ocr/modular_glm_ocr.py",
"src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
"src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
"src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
],
"shared_directories": [
"src/transformers/models/ernie4_5_vl_moe",
"src/transformers/models/glm4v",
"src/transformers/models/glm4v_moe",
"src/transformers/models/glm_image",
"src/transformers/models/glm_ocr",
"src/transformers/models/paddleocr_vl",
"src/transformers/models/qwen2_5_omni",
"src/transformers/models/qwen2_5_vl",
"src/transformers/models/qwen2_vl",
"src/transformers/models/qwen3_5"
]
}
]
},
{
"cluster_id": "pr-scope-34667-4",
"pr_numbers": [
34667,
39683,
44872,
45389
],
"representative_pr_number": 34667,
"average_similarity": 0.437,
"summary": "4 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"
],
"pairwise": [
{
"left_pr_number": 34667,
"right_pr_number": 39683,
"similarity": 0.553,
"content_similarity": 0.473,
"size_similarity": 0.478,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/generation/utils.py"
],
"shared_directories": [
"src/transformers/generation",
"src/transformers",
"src"
]
},
{
"left_pr_number": 34667,
"right_pr_number": 45389,
"similarity": 0.524,
"content_similarity": 0.564,
"size_similarity": 0.344,
"breadth_similarity": 0.5,
"concentration_similarity": 0.562,
"shared_filenames": [
"src/transformers/generation/utils.py"
],
"shared_directories": [
"src/transformers/generation",
"src/transformers",
"src"
]
},
{
"left_pr_number": 34667,
"right_pr_number": 44872,
"similarity": 0.46,
"content_similarity": 0.384,
"size_similarity": 0.273,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/generation/utils.py"
],
"shared_directories": [
"src/transformers/generation",
"src/transformers",
"src"
]
},
{
"left_pr_number": 39683,
"right_pr_number": 44872,
"similarity": 0.438,
"content_similarity": 0.383,
"size_similarity": 0.13,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/generation/utils.py"
],
"shared_directories": [
"src/transformers/generation",
"src/transformers",
"src"
]
},
{
"left_pr_number": 39683,
"right_pr_number": 45389,
"similarity": 0.391,
"content_similarity": 0.293,
"size_similarity": 0.719,
"breadth_similarity": 0.5,
"concentration_similarity": 0.562,
"shared_filenames": [
"src/transformers/generation/utils.py"
],
"shared_directories": [
"src/transformers/generation",
"src/transformers",
"src"
]
},
{
"left_pr_number": 44872,
"right_pr_number": 45389,
"similarity": 0.259,
"content_similarity": 0.238,
"size_similarity": 0.094,
"breadth_similarity": 0.5,
"concentration_similarity": 0.562,
"shared_filenames": [
"src/transformers/generation/utils.py"
],
"shared_directories": [
"src/transformers/generation",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-44066-3",
"pr_numbers": [
44066,
44085,
44722
],
"representative_pr_number": 44722,
"average_similarity": 0.941,
"summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.",
"shared_filenames": [
"src/transformers/models/gptj/modeling_gptj.py",
"src/transformers/models/codegen/modeling_codegen.py"
],
"shared_directories": [
"src/transformers/models/gptj",
"src/transformers/models",
"src/transformers/models/codegen"
],
"pairwise": [
{
"left_pr_number": 44066,
"right_pr_number": 44722,
"similarity": 0.969,
"content_similarity": 0.967,
"size_similarity": 0.959,
"breadth_similarity": 1.0,
"concentration_similarity": 0.957,
"shared_filenames": [
"src/transformers/models/codegen/modeling_codegen.py",
"src/transformers/models/gptj/modeling_gptj.py"
],
"shared_directories": [
"src/transformers/models/codegen",
"src/transformers/models/gptj",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 44085,
"right_pr_number": 44722,
"similarity": 0.938,
"content_similarity": 0.988,
"size_similarity": 0.98,
"breadth_similarity": 0.5,
"concentration_similarity": 0.986,
"shared_filenames": [
"src/transformers/models/gptj/modeling_gptj.py"
],
"shared_directories": [
"src/transformers/models/gptj",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 44066,
"right_pr_number": 44085,
"similarity": 0.918,
"content_similarity": 0.963,
"size_similarity": 0.979,
"breadth_similarity": 0.5,
"concentration_similarity": 0.944,
"shared_filenames": [
"src/transformers/models/gptj/modeling_gptj.py"
],
"shared_directories": [
"src/transformers/models/gptj",
"src/transformers/models",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-44015-3",
"pr_numbers": [
44015,
44059,
44676
],
"representative_pr_number": 44059,
"average_similarity": 0.568,
"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"
],
"pairwise": [
{
"left_pr_number": 44059,
"right_pr_number": 44676,
"similarity": 0.68,
"content_similarity": 0.744,
"size_similarity": 0.062,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/models/gpt2/modeling_gpt2.py"
],
"shared_directories": [
"src/transformers/models/gpt2",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 44015,
"right_pr_number": 44059,
"similarity": 0.612,
"content_similarity": 0.675,
"size_similarity": 0.543,
"breadth_similarity": 0.333,
"concentration_similarity": 0.488,
"shared_filenames": [
"src/transformers/models/gpt2/modeling_gpt2.py"
],
"shared_directories": [
"src/transformers/models/gpt2",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 44015,
"right_pr_number": 44676,
"similarity": 0.413,
"content_similarity": 0.501,
"size_similarity": 0.034,
"breadth_similarity": 0.333,
"concentration_similarity": 0.488,
"shared_filenames": [
"src/transformers/models/gpt2/modeling_gpt2.py"
],
"shared_directories": [
"src/transformers/models/gpt2",
"src/transformers/models",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-42975-3",
"pr_numbers": [
42975,
42976,
45077
],
"representative_pr_number": 45077,
"average_similarity": 0.529,
"summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.",
"shared_filenames": [
".github/workflows/build-ci-docker-images.yml",
".github/workflows/build-docker-images.yml",
".github/workflows/build-nightly-ci-docker-images.yml",
".github/workflows/build-past-ci-docker-images.yml",
".github/workflows/release-conda.yml",
".github/workflows/benchmark.yml",
".github/workflows/check_failed_tests.yml",
".github/workflows/check_tiny_models.yml"
],
"shared_directories": [
".github/workflows",
".github"
],
"pairwise": [
{
"left_pr_number": 42975,
"right_pr_number": 45077,
"similarity": 0.681,
"content_similarity": 0.626,
"size_similarity": 0.731,
"breadth_similarity": 0.833,
"concentration_similarity": 1.0,
"shared_filenames": [
".github/workflows/benchmark.yml",
".github/workflows/build-ci-docker-images.yml",
".github/workflows/build-docker-images.yml",
".github/workflows/build-nightly-ci-docker-images.yml",
".github/workflows/build-past-ci-docker-images.yml",
".github/workflows/check_tiny_models.yml",
".github/workflows/model_jobs.yml",
".github/workflows/release-conda.yml",
".github/workflows/release.yml",
".github/workflows/trufflehog.yml"
],
"shared_directories": [
".github/workflows",
".github"
]
},
{
"left_pr_number": 42976,
"right_pr_number": 45077,
"similarity": 0.492,
"content_similarity": 0.522,
"size_similarity": 0.074,
"breadth_similarity": 0.659,
"concentration_similarity": 1.0,
"shared_filenames": [
".github/workflows/build-ci-docker-images.yml",
".github/workflows/build-docker-images.yml",
".github/workflows/build-nightly-ci-docker-images.yml",
".github/workflows/build-past-ci-docker-images.yml",
".github/workflows/release-conda.yml"
],
"shared_directories": [
".github/workflows",
".github"
]
},
{
"left_pr_number": 42975,
"right_pr_number": 42976,
"similarity": 0.414,
"content_similarity": 0.412,
"size_similarity": 0.101,
"breadth_similarity": 0.606,
"concentration_similarity": 1.0,
"shared_filenames": [
".github/workflows/build-ci-docker-images.yml",
".github/workflows/build-docker-images.yml",
".github/workflows/build-nightly-ci-docker-images.yml",
".github/workflows/build-past-ci-docker-images.yml",
".github/workflows/check_failed_tests.yml",
".github/workflows/new_model_pr_merged_notification.yml",
".github/workflows/release-conda.yml"
],
"shared_directories": [
".github/workflows",
".github"
]
}
]
},
{
"cluster_id": "pr-scope-43997-3",
"pr_numbers": [
43997,
44007,
44019
],
"representative_pr_number": 44007,
"average_similarity": 0.525,
"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",
"src/transformers/models/resnet/modeling_resnet.py"
],
"shared_directories": [
"src/transformers/models",
"src/transformers/models/regnet",
"src/transformers/models/resnet"
],
"pairwise": [
{
"left_pr_number": 44007,
"right_pr_number": 44019,
"similarity": 0.688,
"content_similarity": 0.695,
"size_similarity": 0.94,
"breadth_similarity": 0.333,
"concentration_similarity": 0.548,
"shared_filenames": [
"src/transformers/models/resnet/modeling_resnet.py"
],
"shared_directories": [
"src/transformers/models/resnet",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 43997,
"right_pr_number": 44007,
"similarity": 0.619,
"content_similarity": 0.652,
"size_similarity": 0.679,
"breadth_similarity": 0.333,
"concentration_similarity": 0.548,
"shared_filenames": [
"src/transformers/models/regnet/modeling_regnet.py"
],
"shared_directories": [
"src/transformers/models/regnet",
"src/transformers/models",
"src/transformers",
"src"
]
},
{
"left_pr_number": 43997,
"right_pr_number": 44019,
"similarity": 0.267,
"content_similarity": 0.012,
"size_similarity": 0.722,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [],
"shared_directories": [
"src/transformers/models",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-43875-3",
"pr_numbers": [
43875,
44893,
45510
],
"representative_pr_number": 45510,
"average_similarity": 0.491,
"summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #45510.",
"shared_filenames": [
"src/transformers/cache_utils.py"
],
"shared_directories": [],
"pairwise": [
{
"left_pr_number": 44893,
"right_pr_number": 45510,
"similarity": 0.558,
"content_similarity": 0.512,
"size_similarity": 0.327,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/cache_utils.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43875,
"right_pr_number": 45510,
"similarity": 0.557,
"content_similarity": 0.562,
"size_similarity": 0.564,
"breadth_similarity": 0.5,
"concentration_similarity": 0.581,
"shared_filenames": [
"src/transformers/cache_utils.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43875,
"right_pr_number": 44893,
"similarity": 0.357,
"content_similarity": 0.273,
"size_similarity": 0.581,
"breadth_similarity": 0.5,
"concentration_similarity": 0.581,
"shared_filenames": [
"src/transformers/cache_utils.py"
],
"shared_directories": [
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-41097-3",
"pr_numbers": [
41097,
43549,
44547
],
"representative_pr_number": 43549,
"average_similarity": 0.467,
"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": [],
"pairwise": [
{
"left_pr_number": 41097,
"right_pr_number": 43549,
"similarity": 0.552,
"content_similarity": 0.446,
"size_similarity": 0.6,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/modeling_flash_attention_utils.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 43549,
"right_pr_number": 44547,
"similarity": 0.441,
"content_similarity": 0.358,
"size_similarity": 0.267,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/modeling_flash_attention_utils.py"
],
"shared_directories": [
"src/transformers",
"src"
]
},
{
"left_pr_number": 41097,
"right_pr_number": 44547,
"similarity": 0.408,
"content_similarity": 0.334,
"size_similarity": 0.16,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/modeling_flash_attention_utils.py"
],
"shared_directories": [
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-44385-3",
"pr_numbers": [
44385,
44615,
45524
],
"representative_pr_number": 44615,
"average_similarity": 0.4,
"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"
],
"shared_directories": [
"src/transformers/utils"
],
"pairwise": [
{
"left_pr_number": 44615,
"right_pr_number": 45524,
"similarity": 0.418,
"content_similarity": 0.333,
"size_similarity": 0.229,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/utils/import_utils.py"
],
"shared_directories": [
"src/transformers/utils",
"src/transformers",
"src"
]
},
{
"left_pr_number": 44385,
"right_pr_number": 44615,
"similarity": 0.404,
"content_similarity": 0.331,
"size_similarity": 0.371,
"breadth_similarity": 0.667,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/utils/import_utils.py"
],
"shared_directories": [
"src/transformers/utils",
"src/transformers",
"src"
]
},
{
"left_pr_number": 44385,
"right_pr_number": 45524,
"similarity": 0.38,
"content_similarity": 0.244,
"size_similarity": 0.615,
"breadth_similarity": 0.667,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/utils/import_utils.py"
],
"shared_directories": [
"src/transformers/utils",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-33686-3",
"pr_numbers": [
33686,
44407,
44550
],
"representative_pr_number": 44550,
"average_similarity": 0.374,
"summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
"shared_filenames": [],
"shared_directories": [
"docs/source/en",
"docs/source",
"docs",
"docs/source/en/model_doc"
],
"pairwise": [
{
"left_pr_number": 33686,
"right_pr_number": 44550,
"similarity": 0.397,
"content_similarity": 0.138,
"size_similarity": 1.0,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [],
"shared_directories": [
"docs/source/en/model_doc",
"docs/source/en",
"docs/source",
"docs"
]
},
{
"left_pr_number": 44407,
"right_pr_number": 44550,
"similarity": 0.368,
"content_similarity": 0.106,
"size_similarity": 0.957,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [],
"shared_directories": [
"docs/source/en",
"docs/source",
"docs"
]
},
{
"left_pr_number": 33686,
"right_pr_number": 44407,
"similarity": 0.356,
"content_similarity": 0.09,
"size_similarity": 0.957,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [],
"shared_directories": [
"docs/source/en",
"docs/source",
"docs"
]
}
]
},
{
"cluster_id": "pr-scope-43488-3",
"pr_numbers": [
43488,
43665,
45476
],
"representative_pr_number": 43665,
"average_similarity": 0.371,
"summary": "3 open PRs share weighted file overlap around `tests/models/vit/test_modeling_vit.py`; representative PR #43665.",
"shared_filenames": [
"tests/models/vit/test_modeling_vit.py"
],
"shared_directories": [
"tests/models/vit",
"tests/models",
"tests"
],
"pairwise": [
{
"left_pr_number": 43665,
"right_pr_number": 45476,
"similarity": 0.401,
"content_similarity": 0.293,
"size_similarity": 0.643,
"breadth_similarity": 0.5,
"concentration_similarity": 0.984,
"shared_filenames": [
"tests/models/vit/test_modeling_vit.py"
],
"shared_directories": [
"tests/models/vit",
"tests/models",
"tests"
]
},
{
"left_pr_number": 43488,
"right_pr_number": 43665,
"similarity": 0.378,
"content_similarity": 0.198,
"size_similarity": 0.818,
"breadth_similarity": 0.667,
"concentration_similarity": 0.99,
"shared_filenames": [
"tests/models/vit/test_modeling_vit.py"
],
"shared_directories": [
"tests/models/vit",
"tests/models",
"tests"
]
},
{
"left_pr_number": 43488,
"right_pr_number": 45476,
"similarity": 0.334,
"content_similarity": 0.132,
"size_similarity": 0.786,
"breadth_similarity": 0.75,
"concentration_similarity": 0.974,
"shared_filenames": [
"tests/models/vit/test_modeling_vit.py"
],
"shared_directories": [
"tests/models/vit",
"src/transformers",
"tests/models",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-44018-2",
"pr_numbers": [
44018,
44068
],
"representative_pr_number": 44018,
"average_similarity": 0.989,
"summary": "2 open PRs share weighted file overlap around `src/transformers/models/gpt_neo/modeling_gpt_neo.py`, `tests/models/gpt_neo/test_modeling_gpt_neo.py`; representative PR #44018.",
"shared_filenames": [
"src/transformers/models/gpt_neo/modeling_gpt_neo.py",
"tests/models/gpt_neo/test_modeling_gpt_neo.py"
],
"shared_directories": [
"src/transformers/models/gpt_neo",
"tests/models/gpt_neo",
"src/transformers/models",
"tests/models",
"tests"
],
"pairwise": [
{
"left_pr_number": 44018,
"right_pr_number": 44068,
"similarity": 0.989,
"content_similarity": 0.998,
"size_similarity": 0.932,
"breadth_similarity": 1.0,
"concentration_similarity": 0.999,
"shared_filenames": [
"src/transformers/models/gpt_neo/modeling_gpt_neo.py",
"tests/models/gpt_neo/test_modeling_gpt_neo.py"
],
"shared_directories": [
"src/transformers/models/gpt_neo",
"src/transformers/models",
"tests/models/gpt_neo",
"src/transformers",
"tests/models",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-40962-2",
"pr_numbers": [
40962,
45186
],
"representative_pr_number": 40962,
"average_similarity": 0.925,
"summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/isaac.md`, `src/transformers/models/isaac/__init__.py`, `src/transformers/models/isaac/configuration_isaac.py`; representative PR #40962.",
"shared_filenames": [
"docs/source/en/model_doc/isaac.md",
"src/transformers/models/isaac/__init__.py",
"src/transformers/models/isaac/configuration_isaac.py",
"src/transformers/models/isaac/image_processing_isaac.py",
"src/transformers/models/isaac/modeling_isaac.py",
"src/transformers/models/isaac/modular_isaac.py",
"src/transformers/models/isaac/processing_isaac.py",
"tests/models/isaac/__init__.py"
],
"shared_directories": [
"src/transformers/models/isaac",
"docs/source/en/model_doc",
"src/transformers/models/auto",
"tests/models/isaac",
"docs/source/en",
"src/transformers/models",
"tests/utils",
"docs/source"
],
"pairwise": [
{
"left_pr_number": 40962,
"right_pr_number": 45186,
"similarity": 0.925,
"content_similarity": 0.943,
"size_similarity": 0.818,
"breadth_similarity": 1.0,
"concentration_similarity": 0.832,
"shared_filenames": [
"docs/source/en/_toctree.yml",
"docs/source/en/model_doc/isaac.md",
"src/transformers/conversion_mapping.py",
"src/transformers/modeling_utils.py",
"src/transformers/models/__init__.py",
"src/transformers/models/auto/configuration_auto.py",
"src/transformers/models/auto/image_processing_auto.py",
"src/transformers/models/auto/modeling_auto.py",
"src/transformers/models/auto/processing_auto.py",
"src/transformers/models/isaac/__init__.py"
],
"shared_directories": [
"docs/source/en/model_doc",
"src/transformers/models/auto",
"src/transformers/models/isaac",
"docs/source/en",
"src/transformers/models",
"tests/models/isaac",
"docs/source",
"src/transformers",
"tests/models",
"tests/utils"
]
}
]
},
{
"cluster_id": "pr-scope-43251-2",
"pr_numbers": [
43251,
43254
],
"representative_pr_number": 43251,
"average_similarity": 0.904,
"summary": "2 open PRs share weighted file overlap around `src/transformers/loss/loss_utils.py`; representative PR #43251.",
"shared_filenames": [
"src/transformers/loss/loss_utils.py"
],
"shared_directories": [
"src/transformers/loss"
],
"pairwise": [
{
"left_pr_number": 43251,
"right_pr_number": 43254,
"similarity": 0.904,
"content_similarity": 0.992,
"size_similarity": 0.4,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/loss/loss_utils.py"
],
"shared_directories": [
"src/transformers/loss",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-43543-2",
"pr_numbers": [
43543,
43775
],
"representative_pr_number": 43543,
"average_similarity": 0.819,
"summary": "2 open PRs share weighted file overlap around `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/jamba/modeling_jamba.py`; representative PR #43543.",
"shared_filenames": [
"src/transformers/models/dbrx/modeling_dbrx.py",
"src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
"src/transformers/models/jamba/modeling_jamba.py",
"src/transformers/models/jetmoe/modeling_jetmoe.py",
"src/transformers/models/minimax_m2/modeling_minimax_m2.py",
"src/transformers/models/mixtral/modeling_mixtral.py",
"src/transformers/models/mixtral/modular_mixtral.py",
"src/transformers/models/phimoe/modeling_phimoe.py"
],
"shared_directories": [
"src/transformers/models/dbrx",
"src/transformers/models/ernie4_5_moe",
"src/transformers/models/jetmoe",
"src/transformers/models/minimax_m2",
"src/transformers/models/mixtral",
"src/transformers/models/phimoe",
"src/transformers/models/flex_olmo",
"src/transformers/models/jamba"
],
"pairwise": [
{
"left_pr_number": 43543,
"right_pr_number": 43775,
"similarity": 0.819,
"content_similarity": 0.913,
"size_similarity": 0.2,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/models/dbrx/modeling_dbrx.py",
"src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
"src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
"src/transformers/models/flex_olmo/modeling_flex_olmo.py",
"src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
"src/transformers/models/gpt_oss/modeling_gpt_oss.py",
"src/transformers/models/granitemoe/modeling_granitemoe.py",
"src/transformers/models/granitemoehybrid/modeling_granitemoehybrid.py",
"src/transformers/models/granitemoeshared/modeling_granitemoeshared.py",
"src/transformers/models/jamba/modeling_jamba.py"
],
"shared_directories": [
"src/transformers/models/dbrx",
"src/transformers/models/ernie4_5_moe",
"src/transformers/models/ernie4_5_vl_moe",
"src/transformers/models/flex_olmo",
"src/transformers/models/glm4v_moe",
"src/transformers/models/gpt_oss",
"src/transformers/models/granitemoe",
"src/transformers/models/granitemoehybrid",
"src/transformers/models/granitemoeshared",
"src/transformers/models/jamba"
]
}
]
},
{
"cluster_id": "pr-scope-36895-2",
"pr_numbers": [
36895,
44375
],
"representative_pr_number": 36895,
"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",
"src/transformers/loss/loss_lw_detr.py",
"src/transformers/models/rf_detr/__init__.py",
"src/transformers/models/rf_detr/configuration_rf_detr.py",
"src/transformers/models/rf_detr/modeling_rf_detr.py",
"src/transformers/models/rf_detr/modular_rf_detr.py",
"tests/models/rf_detr/__init__.py",
"tests/models/rf_detr/test_modeling_rf_detr.py"
],
"shared_directories": [
"src/transformers/models/rf_detr",
"docs/source/en/model_doc",
"src/transformers/models/auto",
"tests/models/rf_detr",
"src/transformers/loss",
"docs/source/en",
"src/transformers/models",
"docs/source"
],
"pairwise": [
{
"left_pr_number": 36895,
"right_pr_number": 44375,
"similarity": 0.761,
"content_similarity": 0.721,
"size_similarity": 0.806,
"breadth_similarity": 0.886,
"concentration_similarity": 0.93,
"shared_filenames": [
"docs/source/en/_toctree.yml",
"docs/source/en/model_doc/rf_detr.md",
"src/transformers/loss/loss_lw_detr.py",
"src/transformers/loss/loss_utils.py",
"src/transformers/models/__init__.py",
"src/transformers/models/auto/configuration_auto.py",
"src/transformers/models/auto/image_processing_auto.py",
"src/transformers/models/auto/modeling_auto.py",
"src/transformers/models/rf_detr/__init__.py",
"src/transformers/models/rf_detr/configuration_rf_detr.py"
],
"shared_directories": [
"docs/source/en/model_doc",
"src/transformers/models/auto",
"src/transformers/models/rf_detr",
"docs/source/en",
"src/transformers/loss",
"src/transformers/models",
"tests/models/rf_detr",
"docs/source",
"src/transformers",
"tests/models"
]
}
]
},
{
"cluster_id": "pr-scope-43020-2",
"pr_numbers": [
43020,
45144
],
"representative_pr_number": 43020,
"average_similarity": 0.719,
"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",
"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",
"src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py",
"tests/models/mimo_v2_flash/__init__.py",
"tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py",
"src/transformers/models/__init__.py",
"src/transformers/models/auto/modeling_auto.py"
],
"shared_directories": [
"src/transformers/models/mimo_v2_flash",
"src/transformers/models/auto",
"tests/models/mimo_v2_flash",
"src/transformers/models",
"tests/models",
"tests"
],
"pairwise": [
{
"left_pr_number": 43020,
"right_pr_number": 45144,
"similarity": 0.719,
"content_similarity": 0.746,
"size_similarity": 0.592,
"breadth_similarity": 0.632,
"concentration_similarity": 0.906,
"shared_filenames": [
"src/transformers/models/__init__.py",
"src/transformers/models/auto/modeling_auto.py",
"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",
"src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py",
"tests/models/mimo_v2_flash/__init__.py",
"tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py"
],
"shared_directories": [
"src/transformers/models/auto",
"src/transformers/models/mimo_v2_flash",
"src/transformers/models",
"tests/models/mimo_v2_flash",
"src/transformers",
"tests/models",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-41901-2",
"pr_numbers": [
41901,
45523
],
"representative_pr_number": 41901,
"average_similarity": 0.716,
"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"
],
"pairwise": [
{
"left_pr_number": 41901,
"right_pr_number": 45523,
"similarity": 0.716,
"content_similarity": 0.774,
"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-41441-2",
"pr_numbers": [
41441,
43469
],
"representative_pr_number": 41441,
"average_similarity": 0.681,
"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": [],
"pairwise": [
{
"left_pr_number": 41441,
"right_pr_number": 43469,
"similarity": 0.681,
"content_similarity": 0.751,
"size_similarity": 0.45,
"breadth_similarity": 0.5,
"concentration_similarity": 0.75,
"shared_filenames": [
"src/transformers/hf_argparser.py"
],
"shared_directories": [
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-43747-2",
"pr_numbers": [
43747,
45480
],
"representative_pr_number": 43747,
"average_similarity": 0.673,
"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"
],
"shared_directories": [
"tests/quantization/compressed_tensors_integration",
"tests/quantization",
"tests"
],
"pairwise": [
{
"left_pr_number": 43747,
"right_pr_number": 45480,
"similarity": 0.673,
"content_similarity": 0.623,
"size_similarity": 0.664,
"breadth_similarity": 1.0,
"concentration_similarity": 0.751,
"shared_filenames": [
"tests/quantization/compressed_tensors_integration/test_compressed_models.py"
],
"shared_directories": [
"tests/quantization/compressed_tensors_integration",
"tests/quantization",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-43779-2",
"pr_numbers": [
43779,
43816
],
"representative_pr_number": 43779,
"average_similarity": 0.665,
"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"
],
"pairwise": [
{
"left_pr_number": 43779,
"right_pr_number": 43816,
"similarity": 0.665,
"content_similarity": 0.682,
"size_similarity": 0.25,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/integrations/integration_utils.py"
],
"shared_directories": [
"src/transformers/integrations",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-45034-2",
"pr_numbers": [
45034,
45513
],
"representative_pr_number": 45034,
"average_similarity": 0.633,
"summary": "2 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 #45034.",
"shared_filenames": [
"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"
],
"shared_directories": [
"src/transformers/models/qwen3_5",
"tests/models/qwen3_5",
"src/transformers/models",
"tests/models",
"tests"
],
"pairwise": [
{
"left_pr_number": 45034,
"right_pr_number": 45513,
"similarity": 0.633,
"content_similarity": 0.585,
"size_similarity": 0.866,
"breadth_similarity": 0.437,
"concentration_similarity": 0.999,
"shared_filenames": [
"src/transformers/models/qwen3_5/modeling_qwen3_5.py",
"src/transformers/models/qwen3_5/modular_qwen3_5.py",
"tests/models/qwen3_5/test_modeling_qwen3_5.py"
],
"shared_directories": [
"src/transformers/models/qwen3_5",
"src/transformers/models",
"tests/models/qwen3_5",
"src/transformers",
"tests/models",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-44101-2",
"pr_numbers": [
44101,
44116
],
"representative_pr_number": 44101,
"average_similarity": 0.55,
"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"
],
"pairwise": [
{
"left_pr_number": 44101,
"right_pr_number": 44116,
"similarity": 0.55,
"content_similarity": 0.61,
"size_similarity": 0.319,
"breadth_similarity": 0.5,
"concentration_similarity": 0.507,
"shared_filenames": [
"src/transformers/models/flaubert/modeling_flaubert.py"
],
"shared_directories": [
"src/transformers/models/flaubert",
"src/transformers/models",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-43532-2",
"pr_numbers": [
43532,
43649
],
"representative_pr_number": 43532,
"average_similarity": 0.517,
"summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
"shared_filenames": [
"utils/notification_service.py",
".github/workflows/self-comment-ci.yml",
".github/workflows/self-scheduled.yml",
"tests/models/vit/test_modeling_vit.py"
],
"shared_directories": [
"tests/models/vit",
".github/workflows",
"tests/models",
".github",
"utils",
"tests"
],
"pairwise": [
{
"left_pr_number": 43532,
"right_pr_number": 43649,
"similarity": 0.517,
"content_similarity": 0.465,
"size_similarity": 0.395,
"breadth_similarity": 0.875,
"concentration_similarity": 0.893,
"shared_filenames": [
".github/workflows/self-comment-ci.yml",
".github/workflows/self-scheduled.yml",
"tests/models/vit/test_modeling_vit.py",
"utils/notification_service.py"
],
"shared_directories": [
"tests/models/vit",
".github/workflows",
"tests/models",
".github",
"tests",
"utils"
]
}
]
},
{
"cluster_id": "pr-scope-45293-2",
"pr_numbers": [
45293,
45317
],
"representative_pr_number": 45293,
"average_similarity": 0.508,
"summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`; representative PR #45293.",
"shared_filenames": [
"tests/models/auto/test_tokenization_auto.py"
],
"shared_directories": [
"tests/models/auto",
"tests/models",
"tests"
],
"pairwise": [
{
"left_pr_number": 45293,
"right_pr_number": 45317,
"similarity": 0.508,
"content_similarity": 0.354,
"size_similarity": 0.741,
"breadth_similarity": 1.0,
"concentration_similarity": 0.972,
"shared_filenames": [
"tests/models/auto/test_tokenization_auto.py"
],
"shared_directories": [
"tests/models/auto",
"src/transformers",
"tests/models",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-44543-2",
"pr_numbers": [
44543,
45422
],
"representative_pr_number": 44543,
"average_similarity": 0.503,
"summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.",
"shared_filenames": [
"tests/test_processing_common.py",
"src/transformers/processing_utils.py"
],
"shared_directories": [
"tests"
],
"pairwise": [
{
"left_pr_number": 44543,
"right_pr_number": 45422,
"similarity": 0.503,
"content_similarity": 0.483,
"size_similarity": 0.331,
"breadth_similarity": 0.75,
"concentration_similarity": 0.802,
"shared_filenames": [
"src/transformers/processing_utils.py",
"tests/test_processing_common.py"
],
"shared_directories": [
"src/transformers",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-45056-2",
"pr_numbers": [
45056,
45128
],
"representative_pr_number": 45056,
"average_similarity": 0.5,
"summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
"shared_filenames": [
"src/transformers/utils/auto_docstring.py"
],
"shared_directories": [
"src/transformers/utils"
],
"pairwise": [
{
"left_pr_number": 45056,
"right_pr_number": 45128,
"similarity": 0.5,
"content_similarity": 0.395,
"size_similarity": 0.669,
"breadth_similarity": 0.875,
"concentration_similarity": 0.724,
"shared_filenames": [
"src/transformers/utils/auto_docstring.py"
],
"shared_directories": [
"src/transformers/utils",
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-45332-2",
"pr_numbers": [
45332,
45333
],
"representative_pr_number": 45332,
"average_similarity": 0.497,
"summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.",
"shared_filenames": [
"src/transformers/heterogeneity/__init__.py",
"src/transformers/heterogeneity/configuration_utils.py",
"tests/heterogeneity/__init__.py",
"tests/heterogeneity/test_configuration_utils.py",
"src/transformers/configuration_utils.py"
],
"shared_directories": [
"src/transformers/heterogeneity",
"tests/heterogeneity",
"tests"
],
"pairwise": [
{
"left_pr_number": 45332,
"right_pr_number": 45333,
"similarity": 0.497,
"content_similarity": 0.528,
"size_similarity": 0.215,
"breadth_similarity": 0.479,
"concentration_similarity": 0.945,
"shared_filenames": [
"src/transformers/configuration_utils.py",
"src/transformers/heterogeneity/__init__.py",
"src/transformers/heterogeneity/configuration_utils.py",
"tests/heterogeneity/__init__.py",
"tests/heterogeneity/test_configuration_utils.py"
],
"shared_directories": [
"src/transformers/heterogeneity",
"src/transformers",
"tests/heterogeneity",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-41356-2",
"pr_numbers": [
41356,
44339
],
"representative_pr_number": 41356,
"average_similarity": 0.46,
"summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`, `src/transformers/models/deimv2/configuration_deimv2.py`; representative PR #41356.",
"shared_filenames": [
"docs/source/en/model_doc/deimv2.md",
"src/transformers/models/deimv2/__init__.py",
"src/transformers/models/deimv2/configuration_deimv2.py",
"src/transformers/models/deimv2/modeling_deimv2.py",
"tests/models/deimv2/__init__.py",
"tests/models/deimv2/test_modeling_deimv2.py"
],
"shared_directories": [
"src/transformers/models/deimv2",
"docs/source/en/model_doc",
"tests/models/deimv2",
"docs/source/en",
"src/transformers/models",
"docs/source",
"tests/models",
"docs"
],
"pairwise": [
{
"left_pr_number": 41356,
"right_pr_number": 44339,
"similarity": 0.46,
"content_similarity": 0.499,
"size_similarity": 0.082,
"breadth_similarity": 0.5,
"concentration_similarity": 0.963,
"shared_filenames": [
"docs/source/en/model_doc/deimv2.md",
"src/transformers/models/deimv2/__init__.py",
"src/transformers/models/deimv2/configuration_deimv2.py",
"src/transformers/models/deimv2/modeling_deimv2.py",
"tests/models/deimv2/__init__.py",
"tests/models/deimv2/test_modeling_deimv2.py"
],
"shared_directories": [
"docs/source/en/model_doc",
"src/transformers/models/deimv2",
"docs/source/en",
"src/transformers/models",
"tests/models/deimv2",
"docs/source",
"src/transformers",
"tests/models",
"docs",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-42112-2",
"pr_numbers": [
42112,
45413
],
"representative_pr_number": 42112,
"average_similarity": 0.435,
"summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`; representative PR #42112.",
"shared_filenames": [
"src/transformers/generation/logits_process.py",
"tests/generation/test_logits_process.py"
],
"shared_directories": [
"src/transformers/generation",
"tests/generation",
"tests"
],
"pairwise": [
{
"left_pr_number": 42112,
"right_pr_number": 45413,
"similarity": 0.435,
"content_similarity": 0.482,
"size_similarity": 0.019,
"breadth_similarity": 0.458,
"concentration_similarity": 0.969,
"shared_filenames": [
"src/transformers/generation/logits_process.py",
"tests/generation/test_logits_process.py"
],
"shared_directories": [
"src/transformers/generation",
"src/transformers",
"tests/generation",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-44974-2",
"pr_numbers": [
44974,
45421
],
"representative_pr_number": 44974,
"average_similarity": 0.426,
"summary": "2 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`; representative PR #44974.",
"shared_filenames": [
"src/transformers/core_model_loading.py"
],
"shared_directories": [
"tests"
],
"pairwise": [
{
"left_pr_number": 44974,
"right_pr_number": 45421,
"similarity": 0.426,
"content_similarity": 0.309,
"size_similarity": 0.735,
"breadth_similarity": 0.667,
"concentration_similarity": 0.657,
"shared_filenames": [
"src/transformers/core_model_loading.py"
],
"shared_directories": [
"src/transformers",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-40755-2",
"pr_numbers": [
40755,
45233
],
"representative_pr_number": 40755,
"average_similarity": 0.416,
"summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`; representative PR #40755.",
"shared_filenames": [
"src/transformers/models/timesfm/modeling_timesfm.py",
"src/transformers/models/timesfm/modular_timesfm.py"
],
"shared_directories": [
"src/transformers/models/timesfm",
"src/transformers/models",
"tests/models",
"tests"
],
"pairwise": [
{
"left_pr_number": 40755,
"right_pr_number": 45233,
"similarity": 0.416,
"content_similarity": 0.342,
"size_similarity": 0.211,
"breadth_similarity": 1.0,
"concentration_similarity": 0.901,
"shared_filenames": [
"src/transformers/models/timesfm/modeling_timesfm.py",
"src/transformers/models/timesfm/modular_timesfm.py"
],
"shared_directories": [
"src/transformers/models/timesfm",
"src/transformers/models",
"src/transformers",
"tests/models",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-44606-2",
"pr_numbers": [
44606,
45086
],
"representative_pr_number": 44606,
"average_similarity": 0.409,
"summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
"shared_filenames": [
"src/transformers/tokenization_utils_tokenizers.py"
],
"shared_directories": [],
"pairwise": [
{
"left_pr_number": 44606,
"right_pr_number": 45086,
"similarity": 0.409,
"content_similarity": 0.322,
"size_similarity": 0.222,
"breadth_similarity": 1.0,
"concentration_similarity": 1.0,
"shared_filenames": [
"src/transformers/tokenization_utils_tokenizers.py"
],
"shared_directories": [
"src/transformers",
"src"
]
}
]
},
{
"cluster_id": "pr-scope-44889-2",
"pr_numbers": [
44889,
44981
],
"representative_pr_number": 44889,
"average_similarity": 0.404,
"summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.",
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"tests/trainer",
"tests"
],
"pairwise": [
{
"left_pr_number": 44889,
"right_pr_number": 44981,
"similarity": 0.404,
"content_similarity": 0.164,
"size_similarity": 0.991,
"breadth_similarity": 1.0,
"concentration_similarity": 0.812,
"shared_filenames": [
"src/transformers/trainer.py"
],
"shared_directories": [
"src/transformers",
"tests/trainer",
"src",
"tests"
]
}
]
},
{
"cluster_id": "pr-scope-44369-2",
"pr_numbers": [
44369,
45114
],
"representative_pr_number": 44369,
"average_similarity": 0.4,
"summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.",
"shared_filenames": [
"docs/source/en/tasks/zero_shot_object_detection.md"
],
"shared_directories": [
"docs/source/en/tasks",
"docs/source/en",
"docs/source",
"docs"
],
"pairwise": [
{
"left_pr_number": 44369,
"right_pr_number": 45114,
"similarity": 0.4,
"content_similarity": 0.244,
"size_similarity": 0.808,
"breadth_similarity": 0.625,
"concentration_similarity": 0.919,
"shared_filenames": [
"docs/source/en/tasks/zero_shot_object_detection.md"
],
"shared_directories": [
"docs/source/en/tasks",
"docs/source/en",
"docs/source",
"docs"
]
}
]
}
]
}