diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,11 +1,11 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260527T060031Z", - "generated_at": "2026-05-27T06:01:35Z", - "cluster_count": 57, + "snapshot_id": "20260527T180027Z", + "generated_at": "2026-05-27T18:03:48Z", + "cluster_count": 56, "pr_scope_clusters": [ { - "cluster_id": "pr-scope-43636-11", + "cluster_id": "pr-scope-43636-10", "pr_numbers": [ 43636, 43651, @@ -16,12 +16,11 @@ 44660, 45055, 45067, - 45273, - 46204 + 45273 ], "representative_pr_number": 45067, - "average_similarity": 0.43, - "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", + "average_similarity": 0.423, + "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" ], @@ -46,22 +45,6 @@ "src" ] }, - { - "left_pr_number": 44257, - "right_pr_number": 46204, - "similarity": 0.625, - "content_similarity": 0.599, - "size_similarity": 0.375, - "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, @@ -81,7 +64,7 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.543, + "similarity": 0.544, "content_similarity": 0.408, "size_similarity": 0.72, "breadth_similarity": 1.0, @@ -94,26 +77,10 @@ "src" ] }, - { - "left_pr_number": 43663, - "right_pr_number": 46204, - "similarity": 0.527, - "content_similarity": 0.401, - "size_similarity": 0.64, - "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": 0.519, + "similarity": 0.52, "content_similarity": 0.374, "size_similarity": 0.72, "breadth_similarity": 1.0, @@ -126,22 +93,6 @@ "src" ] }, - { - "left_pr_number": 43651, - "right_pr_number": 46204, - "similarity": 0.511, - "content_similarity": 0.325, - "size_similarity": 0.889, - "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, @@ -158,27 +109,11 @@ "src" ] }, - { - "left_pr_number": 45067, - "right_pr_number": 46204, - "similarity": 0.503, - "content_similarity": 0.367, - "size_similarity": 0.64, - "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": 0.495, - "content_similarity": 0.278, + "similarity": 0.49, + "content_similarity": 0.272, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -209,7 +144,7 @@ { "left_pr_number": 43663, "right_pr_number": 44660, - "similarity": 0.465, + "similarity": 0.466, "content_similarity": 0.399, "size_similarity": 0.24, "breadth_similarity": 1.0, @@ -222,27 +157,11 @@ "src" ] }, - { - "left_pr_number": 44189, - "right_pr_number": 44660, - "similarity": 0.464, - "content_similarity": 0.306, - "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": 0.463, - "content_similarity": 0.353, + "similarity": 0.465, + "content_similarity": 0.356, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -255,11 +174,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 46204, - "similarity": 0.45, - "content_similarity": 0.282, - "size_similarity": 0.688, + "left_pr_number": 44189, + "right_pr_number": 44660, + "similarity": 0.465, + "content_similarity": 0.307, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -271,11 +190,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44189, + "left_pr_number": 43636, + "right_pr_number": 43651, "similarity": 0.444, - "content_similarity": 0.386, - "size_similarity": 0.16, + "content_similarity": 0.288, + "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -289,8 +208,8 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.443, - "content_similarity": 0.324, + "similarity": 0.444, + "content_similarity": 0.326, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -303,11 +222,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43651, - "similarity": 0.442, - "content_similarity": 0.286, - "size_similarity": 0.611, + "left_pr_number": 43663, + "right_pr_number": 44189, + "similarity": 0.444, + "content_similarity": 0.386, + "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -353,8 +272,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.438, - "content_similarity": 0.269, + "similarity": 0.434, + "content_similarity": 0.263, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -382,43 +301,11 @@ "src" ] }, - { - "left_pr_number": 43663, - "right_pr_number": 44257, - "similarity": 0.431, - "content_similarity": 0.35, - "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": 44660, - "right_pr_number": 46204, - "similarity": 0.429, - "content_similarity": 0.318, - "size_similarity": 0.375, - "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": 0.428, - "content_similarity": 0.28, + "similarity": 0.429, + "content_similarity": 0.282, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -447,26 +334,10 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 46204, - "similarity": 0.421, - "content_similarity": 0.325, - "size_similarity": 0.291, - "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": 0.411, - "content_similarity": 0.321, + "left_pr_number": 43663, + "right_pr_number": 44257, + "similarity": 0.426, + "content_similarity": 0.342, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -495,11 +366,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44257, - "similarity": 0.404, - "content_similarity": 0.246, - "size_similarity": 0.545, + "left_pr_number": 44257, + "right_pr_number": 45067, + "similarity": 0.406, + "content_similarity": 0.314, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -511,11 +382,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 46204, - "similarity": 0.403, - "content_similarity": 0.308, - "size_similarity": 0.25, + "left_pr_number": 43651, + "right_pr_number": 44189, + "similarity": 0.402, + "content_similarity": 0.313, + "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -527,11 +398,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44189, - "similarity": 0.402, - "content_similarity": 0.313, - "size_similarity": 0.222, + "left_pr_number": 43636, + "right_pr_number": 44257, + "similarity": 0.401, + "content_similarity": 0.242, + "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -559,11 +430,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44257, - "similarity": 0.399, - "content_similarity": 0.284, - "size_similarity": 0.333, + "left_pr_number": 43636, + "right_pr_number": 44189, + "similarity": 0.396, + "content_similarity": 0.273, + "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -575,11 +446,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44189, + "left_pr_number": 43651, + "right_pr_number": 44257, "similarity": 0.394, - "content_similarity": 0.271, - "size_similarity": 0.364, + "content_similarity": 0.278, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -607,11 +478,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 45055, + "left_pr_number": 45055, + "right_pr_number": 45273, "similarity": 0.388, - "content_similarity": 0.232, - "size_similarity": 0.5, + "content_similarity": 0.197, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -623,11 +494,11 @@ ] }, { - "left_pr_number": 45055, + "left_pr_number": 44189, "right_pr_number": 45273, - "similarity": 0.388, - "content_similarity": 0.197, - "size_similarity": 0.667, + "similarity": 0.385, + "content_similarity": 0.228, + "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -639,10 +510,10 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 45273, - "similarity": 0.385, - "content_similarity": 0.228, + "left_pr_number": 44257, + "right_pr_number": 45055, + "similarity": 0.384, + "content_similarity": 0.227, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -655,11 +526,11 @@ ] }, { - "left_pr_number": 45055, - "right_pr_number": 45067, + "left_pr_number": 43636, + "right_pr_number": 44123, "similarity": 0.382, - "content_similarity": 0.305, - "size_similarity": 0.12, + "content_similarity": 0.289, + "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -671,11 +542,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44123, - "similarity": 0.381, - "content_similarity": 0.287, - "size_similarity": 0.2, + "left_pr_number": 45055, + "right_pr_number": 45067, + "similarity": 0.382, + "content_similarity": 0.305, + "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -718,22 +589,6 @@ "src" ] }, - { - "left_pr_number": 44123, - "right_pr_number": 44257, - "similarity": 0.365, - "content_similarity": 0.284, - "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": 44660, "right_pr_number": 45273, @@ -767,11 +622,11 @@ ] }, { - "left_pr_number": 45055, - "right_pr_number": 46204, - "similarity": 0.364, - "content_similarity": 0.266, - "size_similarity": 0.188, + "left_pr_number": 44123, + "right_pr_number": 44257, + "similarity": 0.361, + "content_similarity": 0.278, + "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -785,8 +640,8 @@ { "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.355, - "content_similarity": 0.234, + "similarity": 0.356, + "content_similarity": 0.236, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -801,7 +656,7 @@ { "left_pr_number": 45067, "right_pr_number": 45273, - "similarity": 0.352, + "similarity": 0.353, "content_similarity": 0.272, "size_similarity": 0.08, "breadth_similarity": 1.0, @@ -833,8 +688,8 @@ { "left_pr_number": 44257, "right_pr_number": 45273, - "similarity": 0.345, - "content_similarity": 0.207, + "similarity": 0.342, + "content_similarity": 0.202, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -863,11 +718,11 @@ ] }, { - "left_pr_number": 45273, - "right_pr_number": 46204, - "similarity": 0.334, - "content_similarity": 0.237, - "size_similarity": 0.125, + "left_pr_number": 43636, + "right_pr_number": 45273, + "similarity": 0.324, + "content_similarity": 0.21, + "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -893,44 +748,26 @@ "src/transformers", "src" ] - }, - { - "left_pr_number": 43636, - "right_pr_number": 45273, - "similarity": 0.323, - "content_similarity": 0.209, - "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-45294-7", + "cluster_id": "pr-scope-45202-5", "pr_numbers": [ + 45202, 45294, 45438, - 45606, - 45607, - 45817, 45883, 46176 ], - "representative_pr_number": 45817, - "average_similarity": 0.428, - "summary": "7 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 #45817.", + "representative_pr_number": 45438, + "average_similarity": 0.504, + "summary": "5 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.", "shared_filenames": [ - "src/transformers/models/gemma4/modeling_gemma4.py", "src/transformers/models/gemma4/modular_gemma4.py", - "tests/models/gemma4/test_modeling_gemma4.py", + "src/transformers/models/gemma4/modeling_gemma4.py", "docs/source/en/model_doc/gemma4.md", + "tests/models/gemma4/test_modeling_gemma4.py", "src/transformers/models/auto/modeling_auto.py" ], "shared_directories": [ @@ -938,34 +775,17 @@ "src/transformers/models", "src/transformers", "src", + "docs/source/en/model_doc", + "src/transformers/models/auto", "tests/models/gemma4", - "tests/models", - "tests", - "docs/source/en/model_doc" + "docs/source/en" ], "pairwise": [ - { - "left_pr_number": 45606, - "right_pr_number": 45607, - "similarity": 0.762, - "content_similarity": 0.807, - "size_similarity": 0.778, - "breadth_similarity": 0.417, - "concentration_similarity": 0.778, - "shared_filenames": [ - "tests/models/gemma4/test_modeling_gemma4.py" - ], - "shared_directories": [ - "tests/models/gemma4", - "tests/models", - "tests" - ] - }, { "left_pr_number": 45294, "right_pr_number": 45438, - "similarity": 0.76, - "content_similarity": 0.783, + "similarity": 0.757, + "content_similarity": 0.778, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -992,8 +812,8 @@ { "left_pr_number": 45883, "right_pr_number": 46176, - "similarity": 0.64, - "content_similarity": 0.605, + "similarity": 0.643, + "content_similarity": 0.609, "size_similarity": 0.446, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1008,34 +828,11 @@ "src" ] }, - { - "left_pr_number": 45606, - "right_pr_number": 45817, - "similarity": 0.603, - "content_similarity": 0.554, - "size_similarity": 0.5, - "breadth_similarity": 1.0, - "concentration_similarity": 0.806, - "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": 45294, "right_pr_number": 45883, - "similarity": 0.553, - "content_similarity": 0.478, + "similarity": 0.552, + "content_similarity": 0.477, "size_similarity": 0.933, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -1053,8 +850,8 @@ { "left_pr_number": 45438, "right_pr_number": 45883, - "similarity": 0.547, - "content_similarity": 0.586, + "similarity": 0.545, + "content_similarity": 0.583, "size_similarity": 0.392, "breadth_similarity": 0.325, "concentration_similarity": 0.92, @@ -1069,34 +866,11 @@ "src" ] }, - { - "left_pr_number": 45438, - "right_pr_number": 45817, - "similarity": 0.528, - "content_similarity": 0.575, - "size_similarity": 0.252, - "breadth_similarity": 0.55, - "concentration_similarity": 0.664, - "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": 46176, - "similarity": 0.489, - "content_similarity": 0.549, + "similarity": 0.487, + "content_similarity": 0.547, "size_similarity": 0.175, "breadth_similarity": 0.325, "concentration_similarity": 0.92, @@ -1111,34 +885,11 @@ "src" ] }, - { - "left_pr_number": 45294, - "right_pr_number": 45817, - "similarity": 0.48, - "content_similarity": 0.43, - "size_similarity": 0.6, - "breadth_similarity": 0.55, - "concentration_similarity": 0.675, - "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": 45294, "right_pr_number": 46176, - "similarity": 0.475, - "content_similarity": 0.477, + "similarity": 0.474, + "content_similarity": 0.476, "size_similarity": 0.417, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -1154,30 +905,13 @@ ] }, { - "left_pr_number": 45607, - "right_pr_number": 45817, - "similarity": 0.472, - "content_similarity": 0.49, - "size_similarity": 0.389, - "breadth_similarity": 0.417, - "concentration_similarity": 0.583, - "shared_filenames": [ - "tests/models/gemma4/test_modeling_gemma4.py" - ], - "shared_directories": [ - "tests/models/gemma4", - "tests/models", - "tests" - ] - }, - { - "left_pr_number": 45817, - "right_pr_number": 45883, - "similarity": 0.465, - "content_similarity": 0.402, - "size_similarity": 0.643, - "breadth_similarity": 0.583, - "concentration_similarity": 0.583, + "left_pr_number": 45202, + "right_pr_number": 46176, + "similarity": 0.436, + "content_similarity": 0.395, + "size_similarity": 0.06, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/models/gemma4/modeling_gemma4.py", "src/transformers/models/gemma4/modular_gemma4.py" @@ -1190,13 +924,13 @@ ] }, { - "left_pr_number": 45817, - "right_pr_number": 46176, - "similarity": 0.462, - "content_similarity": 0.386, - "size_similarity": 0.694, - "breadth_similarity": 0.583, - "concentration_similarity": 0.583, + "left_pr_number": 45202, + "right_pr_number": 45883, + "similarity": 0.432, + "content_similarity": 0.397, + "size_similarity": 0.027, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/models/gemma4/modeling_gemma4.py", "src/transformers/models/gemma4/modular_gemma4.py" @@ -1209,13 +943,13 @@ ] }, { - "left_pr_number": 45606, - "right_pr_number": 46176, - "similarity": 0.378, - "content_similarity": 0.247, - "size_similarity": 0.72, - "breadth_similarity": 0.583, - "concentration_similarity": 0.778, + "left_pr_number": 45202, + "right_pr_number": 45438, + "similarity": 0.396, + "content_similarity": 0.452, + "size_similarity": 0.01, + "breadth_similarity": 0.325, + "concentration_similarity": 0.92, "shared_filenames": [ "src/transformers/models/gemma4/modeling_gemma4.py", "src/transformers/models/gemma4/modular_gemma4.py" @@ -1228,59 +962,13 @@ ] }, { - "left_pr_number": 45294, - "right_pr_number": 45606, - "similarity": 0.352, - "content_similarity": 0.297, - "size_similarity": 0.3, - "breadth_similarity": 0.55, - "concentration_similarity": 0.869, - "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": 45606, - "similarity": 0.345, - "content_similarity": 0.326, - "size_similarity": 0.126, - "breadth_similarity": 0.55, - "concentration_similarity": 0.858, - "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": 45606, - "right_pr_number": 45883, - "similarity": 0.32, - "content_similarity": 0.249, - "size_similarity": 0.321, - "breadth_similarity": 0.583, - "concentration_similarity": 0.778, + "left_pr_number": 45202, + "right_pr_number": 45294, + "similarity": 0.314, + "content_similarity": 0.332, + "size_similarity": 0.025, + "breadth_similarity": 0.325, + "concentration_similarity": 0.908, "shared_filenames": [ "src/transformers/models/gemma4/modeling_gemma4.py", "src/transformers/models/gemma4/modular_gemma4.py" @@ -1291,337 +979,178 @@ "src/transformers", "src" ] - }, - { - "left_pr_number": 45294, - "right_pr_number": 45607, - "similarity": 0.19, - "content_similarity": 0.125, - "size_similarity": 0.233, - "breadth_similarity": 0.225, - "concentration_similarity": 0.908, - "shared_filenames": [ - "tests/models/gemma4/test_modeling_gemma4.py" - ], - "shared_directories": [ - "tests/models/gemma4", - "tests/models", - "tests" - ] - }, - { - "left_pr_number": 45438, - "right_pr_number": 45607, - "similarity": 0.17, - "content_similarity": 0.125, - "size_similarity": 0.098, - "breadth_similarity": 0.225, - "concentration_similarity": 0.92, - "shared_filenames": [ - "tests/models/gemma4/test_modeling_gemma4.py" - ], - "shared_directories": [ - "tests/models/gemma4", - "tests/models", - "tests" - ] } ] }, { - "cluster_id": "pr-scope-41606-6", + "cluster_id": "pr-scope-33686-5", "pr_numbers": [ - 41606, - 42668, - 44543, - 45422, - 45627, - 46161 - ], - "representative_pr_number": 45627, - "average_similarity": 0.429, - "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.", - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py", - "tests/models/auto/test_processor_auto.py" + 33686, + 44407, + 44550, + 46106, + 46243 ], + "representative_pr_number": 44550, + "average_similarity": 0.355, + "summary": "5 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "tests", - "src", - "tests/models/auto", - "tests/models" + "docs/source/en", + "docs/source", + "docs", + "docs/source/en/model_doc" ], "pairwise": [ { - "left_pr_number": 41606, - "right_pr_number": 44543, - "similarity": 0.686, - "content_similarity": 0.663, - "size_similarity": 0.583, - "breadth_similarity": 1.0, - "concentration_similarity": 0.683, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 45627, - "right_pr_number": 46161, - "similarity": 0.676, - "content_similarity": 0.593, - "size_similarity": 0.747, + "left_pr_number": 33686, + "right_pr_number": 44550, + "similarity": 0.387, + "content_similarity": 0.124, + "size_similarity": 1.0, "breadth_similarity": 1.0, - "concentration_similarity": 0.985, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py" - ], - "shared_directories": [ - "tests/models/auto", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 42668, - "right_pr_number": 45627, - "similarity": 0.655, - "content_similarity": 0.796, - "size_similarity": 0.189, - "breadth_similarity": 0.216, - "concentration_similarity": 0.952, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py" - ], - "shared_directories": [ - "tests/models/auto", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 42668, - "right_pr_number": 46161, - "similarity": 0.572, - "content_similarity": 0.665, - "size_similarity": 0.253, - "breadth_similarity": 0.216, - "concentration_similarity": 0.937, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py" - ], - "shared_directories": [ - "tests/models/auto", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 41606, - "right_pr_number": 45422, - "similarity": 0.501, - "content_similarity": 0.423, - "size_similarity": 0.569, - "breadth_similarity": 0.75, - "concentration_similarity": 0.881, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 44543, - "right_pr_number": 45422, - "similarity": 0.484, - "content_similarity": 0.457, - "size_similarity": 0.331, - "breadth_similarity": 0.75, - "concentration_similarity": 0.802, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" - ], + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en/model_doc", + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 44543, - "right_pr_number": 46161, - "similarity": 0.39, - "content_similarity": 0.224, - "size_similarity": 0.566, + "left_pr_number": 44550, + "right_pr_number": 46243, + "similarity": 0.363, + "content_similarity": 0.09, + "size_similarity": 1.0, "breadth_similarity": 1.0, - "concentration_similarity": 0.97, - "shared_filenames": [ - "src/transformers/processing_utils.py" - ], + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 41606, - "right_pr_number": 46161, - "similarity": 0.365, - "content_similarity": 0.12, - "size_similarity": 0.971, + "left_pr_number": 44407, + "right_pr_number": 44550, + "similarity": 0.358, + "content_similarity": 0.093, + "size_similarity": 0.957, "breadth_similarity": 1.0, - "concentration_similarity": 0.712, - "shared_filenames": [ - "src/transformers/processing_utils.py" - ], + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 44543, - "right_pr_number": 45627, - "similarity": 0.363, - "content_similarity": 0.215, - "size_similarity": 0.423, + "left_pr_number": 44550, + "right_pr_number": 46106, + "similarity": 0.356, + "content_similarity": 0.148, + "size_similarity": 0.682, "breadth_similarity": 1.0, - "concentration_similarity": 0.985, - "shared_filenames": [ - "src/transformers/processing_utils.py" - ], + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 42668, - "right_pr_number": 44543, + "left_pr_number": 33686, + "right_pr_number": 46243, "similarity": 0.355, - "content_similarity": 0.312, - "size_similarity": 0.446, - "breadth_similarity": 0.216, - "concentration_similarity": 0.967, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" - ], + "content_similarity": 0.078, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 41606, - "right_pr_number": 45627, - "similarity": 0.324, - "content_similarity": 0.115, - "size_similarity": 0.725, + "left_pr_number": 44407, + "right_pr_number": 46243, + "similarity": 0.351, + "content_similarity": 0.082, + "size_similarity": 0.957, "breadth_similarity": 1.0, - "concentration_similarity": 0.697, - "shared_filenames": [ - "src/transformers/processing_utils.py" - ], + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 45422, - "right_pr_number": 45627, - "similarity": 0.304, - "content_similarity": 0.101, - "size_similarity": 0.784, - "breadth_similarity": 0.75, - "concentration_similarity": 0.816, - "shared_filenames": [ - "src/transformers/processing_utils.py" - ], + "left_pr_number": 33686, + "right_pr_number": 44407, + "similarity": 0.349, + "content_similarity": 0.08, + "size_similarity": 0.957, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 45422, - "right_pr_number": 46161, - "similarity": 0.279, - "content_similarity": 0.106, - "size_similarity": 0.586, - "breadth_similarity": 0.75, - "concentration_similarity": 0.831, - "shared_filenames": [ - "src/transformers/processing_utils.py" - ], + "left_pr_number": 46106, + "right_pr_number": 46243, + "similarity": 0.344, + "content_similarity": 0.131, + "size_similarity": 0.682, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 41606, - "right_pr_number": 42668, - "similarity": 0.278, - "content_similarity": 0.264, - "size_similarity": 0.26, - "breadth_similarity": 0.216, - "concentration_similarity": 0.649, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" - ], + "left_pr_number": 33686, + "right_pr_number": 46106, + "similarity": 0.342, + "content_similarity": 0.128, + "size_similarity": 0.682, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 42668, - "right_pr_number": 45422, - "similarity": 0.202, - "content_similarity": 0.159, - "size_similarity": 0.148, - "breadth_similarity": 0.307, - "concentration_similarity": 0.768, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" - ], + "left_pr_number": 44407, + "right_pr_number": 46106, + "similarity": 0.342, + "content_similarity": 0.134, + "size_similarity": 0.652, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers", - "src", - "tests" + "docs/source/en", + "docs/source", + "docs" ] } ] @@ -1992,8 +1521,8 @@ { "left_pr_number": 43665, "right_pr_number": 46100, - "similarity": 0.594, - "content_similarity": 0.643, + "similarity": 0.593, + "content_similarity": 0.641, "size_similarity": 0.444, "breadth_similarity": 0.5, "concentration_similarity": 0.556, @@ -2009,8 +1538,8 @@ { "left_pr_number": 43665, "right_pr_number": 46114, - "similarity": 0.594, - "content_similarity": 0.643, + "similarity": 0.593, + "content_similarity": 0.641, "size_similarity": 0.444, "breadth_similarity": 0.5, "concentration_similarity": 0.556, @@ -2026,8 +1555,8 @@ { "left_pr_number": 43488, "right_pr_number": 43665, - "similarity": 0.379, - "content_similarity": 0.2, + "similarity": 0.378, + "content_similarity": 0.199, "size_similarity": 0.818, "breadth_similarity": 0.667, "concentration_similarity": 0.99, @@ -2044,7 +1573,7 @@ "left_pr_number": 43488, "right_pr_number": 46100, "similarity": 0.328, - "content_similarity": 0.304, + "content_similarity": 0.305, "size_similarity": 0.364, "breadth_similarity": 0.333, "concentration_similarity": 0.545, @@ -2061,7 +1590,7 @@ "left_pr_number": 43488, "right_pr_number": 46114, "similarity": 0.328, - "content_similarity": 0.304, + "content_similarity": 0.305, "size_similarity": 0.364, "breadth_similarity": 0.333, "concentration_similarity": 0.545, @@ -2163,7 +1692,7 @@ "left_pr_number": 43549, "right_pr_number": 44547, "similarity": 0.429, - "content_similarity": 0.341, + "content_similarity": 0.342, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2202,7 +1731,7 @@ 45996 ], "representative_pr_number": 45635, - "average_similarity": 0.528, + "average_similarity": 0.527, "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 #45635.", "shared_filenames": [ "src/transformers/core_model_loading.py", @@ -2220,72 +1749,325 @@ { "left_pr_number": 44974, "right_pr_number": 45635, - "similarity": 0.719, - "content_similarity": 0.72, + "similarity": 0.72, + "content_similarity": 0.721, "size_similarity": 0.59, "breadth_similarity": 0.8, "concentration_similarity": 0.929, "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/utils/test_core_model_loading.py" + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" + ], + "shared_directories": [ + "src/transformers", + "tests/utils", + "src", + "tests" + ] + }, + { + "left_pr_number": 45635, + "right_pr_number": 45996, + "similarity": 0.649, + "content_similarity": 0.595, + "size_similarity": 0.714, + "breadth_similarity": 0.875, + "concentration_similarity": 0.758, + "shared_filenames": [ + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" + ], + "shared_directories": [ + "src/transformers", + "tests/utils", + "src", + "tests" + ] + }, + { + "left_pr_number": 44974, + "right_pr_number": 45996, + "similarity": 0.586, + "content_similarity": 0.56, + "size_similarity": 0.422, + "breadth_similarity": 0.9, + "concentration_similarity": 0.829, + "shared_filenames": [ + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "tests/utils", + "src", + "tests" + ] + }, + { + "left_pr_number": 45421, + "right_pr_number": 45635, + "similarity": 0.465, + "content_similarity": 0.379, + "size_similarity": 0.803, + "breadth_similarity": 0.5, + "concentration_similarity": 0.586, + "shared_filenames": [ + "src/transformers/core_model_loading.py", + "tests/test_modeling_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 44974, + "right_pr_number": 45421, + "similarity": 0.421, + "content_similarity": 0.302, + "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" + ] + }, + { + "left_pr_number": 45421, + "right_pr_number": 45996, + "similarity": 0.321, + "content_similarity": 0.193, + "size_similarity": 0.573, + "breadth_similarity": 0.583, + "concentration_similarity": 0.828, + "shared_filenames": [ + "src/transformers/core_model_loading.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-34667-4", + "pr_numbers": [ + 34667, + 39683, + 44872, + 45985 + ], + "representative_pr_number": 45985, + "average_similarity": 0.512, + "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 34667, + "right_pr_number": 45985, + "similarity": 0.607, + "content_similarity": 0.495, + "size_similarity": 0.733, + "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": 45985, + "similarity": 0.603, + "content_similarity": 0.508, + "size_similarity": 0.652, + "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": 39683, + "similarity": 0.529, + "content_similarity": 0.44, + "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": 44872, + "right_pr_number": 45985, + "similarity": 0.467, + "content_similarity": 0.41, + "size_similarity": 0.2, + "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": 44872, + "similarity": 0.439, + "content_similarity": 0.355, + "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": 0.424, + "content_similarity": 0.364, + "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" + ] + } + ] + }, + { + "cluster_id": "pr-scope-41606-4", + "pr_numbers": [ + 41606, + 44543, + 45422, + 46195 + ], + "representative_pr_number": 41606, + "average_similarity": 0.506, + "summary": "4 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": [ + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 41606, + "right_pr_number": 44543, + "similarity": 0.676, + "content_similarity": 0.65, + "size_similarity": 0.583, + "breadth_similarity": 1.0, + "concentration_similarity": 0.683, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ "src/transformers", - "tests/utils", "src", "tests" ] }, { - "left_pr_number": 45635, - "right_pr_number": 45996, - "similarity": 0.651, - "content_similarity": 0.598, - "size_similarity": 0.714, - "breadth_similarity": 0.875, - "concentration_similarity": 0.758, + "left_pr_number": 41606, + "right_pr_number": 46195, + "similarity": 0.531, + "content_similarity": 0.484, + "size_similarity": 0.304, + "breadth_similarity": 1.0, + "concentration_similarity": 0.94, "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/utils/test_core_model_loading.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ "src/transformers", - "tests/utils", "src", "tests" ] }, { - "left_pr_number": 44974, - "right_pr_number": 45996, - "similarity": 0.586, - "content_similarity": 0.559, - "size_similarity": 0.422, - "breadth_similarity": 0.9, - "concentration_similarity": 0.829, + "left_pr_number": 41606, + "right_pr_number": 45422, + "similarity": 0.492, + "content_similarity": 0.411, + "size_similarity": 0.569, + "breadth_similarity": 0.75, + "concentration_similarity": 0.881, "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/utils/test_core_model_loading.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - "src/transformers/integrations", "src/transformers", - "tests/utils", "src", "tests" ] }, { - "left_pr_number": 45421, - "right_pr_number": 45635, - "similarity": 0.469, - "content_similarity": 0.384, - "size_similarity": 0.803, - "breadth_similarity": 0.5, - "concentration_similarity": 0.586, + "left_pr_number": 44543, + "right_pr_number": 45422, + "similarity": 0.477, + "content_similarity": 0.446, + "size_similarity": 0.331, + "breadth_similarity": 0.75, + "concentration_similarity": 0.802, "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/test_modeling_common.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ "src/transformers", @@ -2294,15 +2076,16 @@ ] }, { - "left_pr_number": 44974, - "right_pr_number": 45421, - "similarity": 0.423, - "content_similarity": 0.304, - "size_similarity": 0.735, - "breadth_similarity": 0.667, - "concentration_similarity": 0.657, + "left_pr_number": 44543, + "right_pr_number": 46195, + "similarity": 0.475, + "content_similarity": 0.453, + "size_similarity": 0.177, + "breadth_similarity": 1.0, + "concentration_similarity": 0.622, "shared_filenames": [ - "src/transformers/core_model_loading.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ "src/transformers", @@ -2311,15 +2094,16 @@ ] }, { - "left_pr_number": 45421, - "right_pr_number": 45996, - "similarity": 0.322, - "content_similarity": 0.194, - "size_similarity": 0.573, - "breadth_similarity": 0.583, - "concentration_similarity": 0.828, + "left_pr_number": 45422, + "right_pr_number": 46195, + "similarity": 0.384, + "content_similarity": 0.268, + "size_similarity": 0.534, + "breadth_similarity": 0.75, + "concentration_similarity": 0.821, "shared_filenames": [ - "src/transformers/core_model_loading.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ "src/transformers", @@ -2330,123 +2114,116 @@ ] }, { - "cluster_id": "pr-scope-34667-4", + "cluster_id": "pr-scope-45548-4", "pr_numbers": [ - 34667, - 39683, - 44872, - 45985 + 45548, + 45649, + 45655, + 46239 ], - "representative_pr_number": 45985, - "average_similarity": 0.518, - "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", + "representative_pr_number": 45649, + "average_similarity": 0.435, + "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ], "pairwise": [ { - "left_pr_number": 34667, - "right_pr_number": 45985, - "similarity": 0.615, + "left_pr_number": 45548, + "right_pr_number": 45649, + "similarity": 0.503, "content_similarity": 0.508, - "size_similarity": 0.733, - "breadth_similarity": 1.0, + "size_similarity": 0.149, + "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 39683, - "right_pr_number": 45985, - "similarity": 0.606, - "content_similarity": 0.512, - "size_similarity": 0.652, + "left_pr_number": 45649, + "right_pr_number": 46239, + "similarity": 0.502, + "content_similarity": 0.32, + "size_similarity": 0.857, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 34667, - "right_pr_number": 39683, - "similarity": 0.533, - "content_similarity": 0.445, - "size_similarity": 0.478, + "left_pr_number": 45649, + "right_pr_number": 45655, + "similarity": 0.501, + "content_similarity": 0.334, + "size_similarity": 0.778, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 44872, - "right_pr_number": 45985, - "similarity": 0.475, - "content_similarity": 0.422, - "size_similarity": 0.2, + "left_pr_number": 45655, + "right_pr_number": 46239, + "similarity": 0.432, + "content_similarity": 0.26, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 34667, - "right_pr_number": 44872, - "similarity": 0.448, - "content_similarity": 0.367, - "size_similarity": 0.273, - "breadth_similarity": 1.0, + "left_pr_number": 45548, + "right_pr_number": 45655, + "similarity": 0.346, + "content_similarity": 0.275, + "size_similarity": 0.191, + "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 39683, - "right_pr_number": 44872, - "similarity": 0.428, - "content_similarity": 0.37, - "size_similarity": 0.13, - "breadth_similarity": 1.0, + "left_pr_number": 45548, + "right_pr_number": 46239, + "similarity": 0.328, + "content_similarity": 0.263, + "size_similarity": 0.128, + "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] @@ -2494,7 +2271,7 @@ "left_pr_number": 45060, "right_pr_number": 46152, "similarity": 0.436, - "content_similarity": 0.341, + "content_similarity": 0.342, "size_similarity": 0.95, "breadth_similarity": 0.333, "concentration_similarity": 0.421, @@ -2571,120 +2348,8 @@ ], "shared_directories": [ "src/transformers/utils", - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-33686-4", - "pr_numbers": [ - 33686, - 44407, - 44550, - 46106 - ], - "representative_pr_number": 44550, - "average_similarity": 0.356, - "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs", - "docs/source/en/model_doc" - ], - "pairwise": [ - { - "left_pr_number": 33686, - "right_pr_number": 44550, - "similarity": 0.387, - "content_similarity": 0.124, - "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": 0.359, - "content_similarity": 0.093, - "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": 44550, - "right_pr_number": 46106, - "similarity": 0.356, - "content_similarity": 0.149, - "size_similarity": 0.682, - "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": 0.35, - "content_similarity": 0.08, - "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": 46106, - "similarity": 0.342, - "content_similarity": 0.128, - "size_similarity": 0.682, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - }, - { - "left_pr_number": 44407, - "right_pr_number": 46106, - "similarity": 0.342, - "content_similarity": 0.135, - "size_similarity": 0.652, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" + "src/transformers", + "src" ] } ] @@ -2769,6 +2434,158 @@ } ] }, + { + "cluster_id": "pr-scope-42668-3", + "pr_numbers": [ + 42668, + 45627, + 46161 + ], + "representative_pr_number": 45627, + "average_similarity": 0.635, + "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_processor_auto.py`, `src/transformers/processing_utils.py`; representative PR #45627.", + "shared_filenames": [ + "tests/models/auto/test_processor_auto.py", + "src/transformers/processing_utils.py" + ], + "shared_directories": [ + "tests/models/auto", + "tests/models", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45627, + "right_pr_number": 46161, + "similarity": 0.677, + "content_similarity": 0.593, + "size_similarity": 0.747, + "breadth_similarity": 1.0, + "concentration_similarity": 0.985, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 42668, + "right_pr_number": 45627, + "similarity": 0.655, + "content_similarity": 0.797, + "size_similarity": 0.189, + "breadth_similarity": 0.216, + "concentration_similarity": 0.952, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 42668, + "right_pr_number": 46161, + "similarity": 0.572, + "content_similarity": 0.666, + "size_similarity": 0.253, + "breadth_similarity": 0.216, + "concentration_similarity": 0.937, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-44893-3", + "pr_numbers": [ + 44893, + 46173, + 46235 + ], + "representative_pr_number": 44893, + "average_similarity": 0.591, + "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.", + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 44893, + "right_pr_number": 46173, + "similarity": 0.736, + "content_similarity": 0.79, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44893, + "right_pr_number": 46235, + "similarity": 0.523, + "content_similarity": 0.473, + "size_similarity": 0.278, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 46173, + "right_pr_number": 46235, + "similarity": 0.514, + "content_similarity": 0.349, + "size_similarity": 0.8, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-44015-3", "pr_numbers": [ @@ -2898,257 +2715,94 @@ ], "shared_directories": [ "src/transformers/models/regnet", - "src/transformers/models", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43997, - "right_pr_number": 44019, - "similarity": 0.275, - "content_similarity": 0.024, - "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-43656-3", - "pr_numbers": [ - 43656, - 43842, - 44682 - ], - "representative_pr_number": 43656, - "average_similarity": 0.473, - "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.", - "shared_filenames": [ - "src/transformers/cli/serve.py" - ], - "shared_directories": [ - "src/transformers/cli", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 43656, - "right_pr_number": 43842, - "similarity": 0.575, - "content_similarity": 0.56, - "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": 0.438, - "content_similarity": 0.486, - "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": 0.405, - "content_similarity": 0.447, - "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-45634-3", - "pr_numbers": [ - 45634, - 45880, - 46076 - ], - "representative_pr_number": 45880, - "average_similarity": 0.452, - "summary": "3 open PRs share weighted file overlap around `src/transformers/quantizers/quantizer_finegrained_fp8.py`, `src/transformers/integrations/finegrained_fp8.py`, `src/transformers/models/deepseek_v4/configuration_deepseek_v4.py`; representative PR #45880.", - "shared_filenames": [ - "src/transformers/quantizers/quantizer_finegrained_fp8.py", - "src/transformers/integrations/finegrained_fp8.py", - "src/transformers/models/deepseek_v4/configuration_deepseek_v4.py", - "tests/models/deepseek_v4/test_modeling_deepseek_v4.py" - ], - "shared_directories": [ - "src/transformers/quantizers", - "src/transformers/integrations", - "src/transformers", - "tests", - "src", - "src/transformers/models/deepseek_v4", - "tests/models/deepseek_v4", - "src/transformers/models" - ], - "pairwise": [ - { - "left_pr_number": 45880, - "right_pr_number": 46076, - "similarity": 0.591, - "content_similarity": 0.583, - "size_similarity": 0.417, - "breadth_similarity": 0.75, - "concentration_similarity": 0.901, - "shared_filenames": [ - "src/transformers/integrations/finegrained_fp8.py", - "src/transformers/quantizers/quantizer_finegrained_fp8.py", - "tests/models/deepseek_v4/test_modeling_deepseek_v4.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers/quantizers", - "tests/models/deepseek_v4", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 45634, - "right_pr_number": 45880, - "similarity": 0.442, - "content_similarity": 0.49, - "size_similarity": 0.119, - "breadth_similarity": 0.365, - "concentration_similarity": 0.885, - "shared_filenames": [ - "src/transformers/integrations/finegrained_fp8.py", - "src/transformers/quantizers/quantizer_finegrained_fp8.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers/quantizers", + "src/transformers/models", "src/transformers", - "src", - "tests" + "src" ] }, { - "left_pr_number": 45634, - "right_pr_number": 46076, - "similarity": 0.325, - "content_similarity": 0.328, - "size_similarity": 0.049, - "breadth_similarity": 0.487, - "concentration_similarity": 0.786, - "shared_filenames": [ - "src/transformers/integrations/finegrained_fp8.py", - "src/transformers/models/deepseek_v4/configuration_deepseek_v4.py", - "src/transformers/quantizers/quantizer_finegrained_fp8.py" - ], + "left_pr_number": 43997, + "right_pr_number": 44019, + "similarity": 0.275, + "content_similarity": 0.024, + "size_similarity": 0.722, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - "src/transformers/models/deepseek_v4", - "src/transformers/integrations", "src/transformers/models", - "src/transformers/quantizers", "src/transformers", - "src", - "tests" + "src" ] } ] }, { - "cluster_id": "pr-scope-45548-3", + "cluster_id": "pr-scope-43656-3", "pr_numbers": [ - 45548, - 45649, - 45655 + 43656, + 43842, + 44682 ], - "representative_pr_number": 45649, - "average_similarity": 0.45, - "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", + "representative_pr_number": 43656, + "average_similarity": 0.474, + "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.", "shared_filenames": [ - "src/transformers/modeling_utils.py" + "src/transformers/cli/serve.py" ], "shared_directories": [ + "src/transformers/cli", "src/transformers", "src" ], "pairwise": [ { - "left_pr_number": 45548, - "right_pr_number": 45649, - "similarity": 0.505, - "content_similarity": 0.511, - "size_similarity": 0.149, - "breadth_similarity": 0.75, + "left_pr_number": 43656, + "right_pr_number": 43842, + "similarity": 0.575, + "content_similarity": 0.56, + "size_similarity": 0.222, + "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "src/transformers/cli/serve.py" ], "shared_directories": [ + "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 45649, - "right_pr_number": 45655, - "similarity": 0.5, - "content_similarity": 0.334, - "size_similarity": 0.778, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 43656, + "right_pr_number": 44682, + "similarity": 0.439, + "content_similarity": 0.489, + "size_similarity": 0.048, + "breadth_similarity": 0.5, + "concentration_similarity": 0.802, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "src/transformers/cli/serve.py" ], "shared_directories": [ + "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 45548, - "right_pr_number": 45655, - "similarity": 0.345, - "content_similarity": 0.273, - "size_similarity": 0.191, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, + "left_pr_number": 43842, + "right_pr_number": 44682, + "similarity": 0.407, + "content_similarity": 0.45, + "size_similarity": 0.011, + "breadth_similarity": 0.5, + "concentration_similarity": 0.802, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "src/transformers/cli/serve.py" ], "shared_directories": [ + "src/transformers/cli", "src/transformers", "src" ] @@ -3163,27 +2817,27 @@ 45827 ], "representative_pr_number": 45783, - "average_similarity": 0.429, - "summary": "3 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm4v/modular_glm4v.py`; representative PR #45783.", + "average_similarity": 0.427, + "summary": "3 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #45783.", "shared_filenames": [ "src/transformers/models/glm46v/modeling_glm46v.py", "src/transformers/models/glm4v/modeling_glm4v.py", - "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/glm_ocr/modeling_glm_ocr.py", "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py", + "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py" ], "shared_directories": [ - "src/transformers/models/glm_ocr", "src/transformers/models/glm46v", + "src/transformers/models/glm_ocr", "src/transformers/models/glm4v", "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen3_vl", "src/transformers/models/glm4v_moe", "src/transformers/models/paddleocr_vl", - "src/transformers/models/qwen2_5_vl", - "src/transformers/models/qwen3_5_moe" + "src/transformers/models/qwen2_5_vl" ], "pairwise": [ { @@ -3222,11 +2876,11 @@ { "left_pr_number": 45783, "right_pr_number": 45827, - "similarity": 0.433, - "content_similarity": 0.475, - "size_similarity": 0.162, - "breadth_similarity": 0.304, - "concentration_similarity": 0.926, + "similarity": 0.431, + "content_similarity": 0.472, + "size_similarity": 0.165, + "breadth_similarity": 0.293, + "concentration_similarity": 0.929, "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", @@ -3247,19 +2901,19 @@ "src/transformers/models/glm4v_moe", "src/transformers/models/glm_image", "src/transformers/models/glm_ocr", + "src/transformers/models/minicpmv4_6", "src/transformers/models/paddleocr_vl", - "src/transformers/models/qwen2_5_omni", - "src/transformers/models/qwen2_5_vl" + "src/transformers/models/qwen2_5_omni" ] }, { "left_pr_number": 44907, "right_pr_number": 45827, - "similarity": 0.369, - "content_similarity": 0.306, - "size_similarity": 0.48, - "breadth_similarity": 0.368, - "concentration_similarity": 0.912, + "similarity": 0.365, + "content_similarity": 0.305, + "size_similarity": 0.472, + "breadth_similarity": 0.354, + "concentration_similarity": 0.915, "shared_filenames": [ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/glm46v/modeling_glm46v.py", @@ -3295,7 +2949,7 @@ 46126 ], "representative_pr_number": 46126, - "average_similarity": 0.429, + "average_similarity": 0.425, "summary": "3 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`, `src/transformers/distributed/tensor_parallel.py`; representative PR #46126.", "shared_filenames": [ "src/transformers/distributed/utils.py", @@ -3310,8 +2964,8 @@ { "left_pr_number": 46104, "right_pr_number": 46126, - "similarity": 0.558, - "content_similarity": 0.469, + "similarity": 0.552, + "content_similarity": 0.461, "size_similarity": 0.872, "breadth_similarity": 0.583, "concentration_similarity": 0.808, @@ -3327,8 +2981,8 @@ { "left_pr_number": 46113, "right_pr_number": 46126, - "similarity": 0.482, - "content_similarity": 0.532, + "similarity": 0.477, + "content_similarity": 0.525, "size_similarity": 0.335, "breadth_similarity": 0.292, "concentration_similarity": 0.603, @@ -3344,8 +2998,8 @@ { "left_pr_number": 46104, "right_pr_number": 46113, - "similarity": 0.246, - "content_similarity": 0.141, + "similarity": 0.245, + "content_similarity": 0.14, "size_similarity": 0.385, "breadth_similarity": 0.5, "concentration_similarity": 0.795, @@ -3366,7 +3020,7 @@ 46211 ], "representative_pr_number": 45742, - "average_similarity": 0.417, + "average_similarity": 0.416, "summary": "3 open PRs share weighted file overlap around `tests/models/llama/test_modeling_llama.py`, `src/transformers/models/llama/configuration_llama.py`, `src/transformers/models/llama/modeling_llama.py`; representative PR #45742.", "shared_filenames": [ "tests/models/llama/test_modeling_llama.py", @@ -3386,8 +3040,8 @@ { "left_pr_number": 45742, "right_pr_number": 46211, - "similarity": 0.548, - "content_similarity": 0.479, + "similarity": 0.555, + "content_similarity": 0.489, "size_similarity": 0.963, "breadth_similarity": 0.25, "concentration_similarity": 0.852, @@ -3408,8 +3062,8 @@ { "left_pr_number": 45709, "right_pr_number": 45742, - "similarity": 0.51, - "content_similarity": 0.39, + "similarity": 0.499, + "content_similarity": 0.376, "size_similarity": 0.782, "breadth_similarity": 0.833, "concentration_similarity": 0.72, @@ -3567,7 +3221,7 @@ 45613 ], "representative_pr_number": 41116, - "average_similarity": 0.954, + "average_similarity": 0.953, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/minicpm3.md`, `src/transformers/models/minicpm3/__init__.py`, `src/transformers/models/minicpm3/configuration_minicpm3.py`; representative PR #41116.", "shared_filenames": [ "docs/source/en/model_doc/minicpm3.md", @@ -3593,8 +3247,8 @@ { "left_pr_number": 41116, "right_pr_number": 45613, - "similarity": 0.954, - "content_similarity": 0.988, + "similarity": 0.953, + "content_similarity": 0.986, "size_similarity": 0.897, "breadth_similarity": 0.792, "concentration_similarity": 0.983, @@ -3734,21 +3388,21 @@ ], "representative_pr_number": 43543, "average_similarity": 0.82, - "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.", + "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", "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/phimoe/modeling_phimoe.py", "src/transformers/models/flex_olmo/modeling_flex_olmo.py", "src/transformers/models/mixtral/modeling_mixtral.py" ], "shared_directories": [ + "src/transformers/models/jetmoe", "src/transformers/models/dbrx", "src/transformers/models/ernie4_5_moe", - "src/transformers/models/jetmoe", "src/transformers/models/phimoe", "src/transformers/models/flex_olmo", "src/transformers/models/jamba", @@ -3798,7 +3452,7 @@ 45645 ], "representative_pr_number": 45639, - "average_similarity": 0.785, + "average_similarity": 0.784, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `src/transformers/testing_utils.py`; representative PR #45639.", "shared_filenames": [ "tests/utils/test_testing_utils.py", @@ -3814,7 +3468,7 @@ { "left_pr_number": 45639, "right_pr_number": 45645, - "similarity": 0.785, + "similarity": 0.784, "content_similarity": 0.847, "size_similarity": 0.646, "breadth_similarity": 0.5, @@ -3833,77 +3487,38 @@ ] }, { - "cluster_id": "pr-scope-46127-2", + "cluster_id": "pr-scope-45606-2", "pr_numbers": [ - 46127, - 46198 - ], - "representative_pr_number": 46127, - "average_similarity": 0.782, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`, `src/transformers/models/deepseek_v4/modular_deepseek_v4.py`; representative PR #46127.", - "shared_filenames": [ - "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py", - "src/transformers/models/deepseek_v4/modular_deepseek_v4.py" - ], - "shared_directories": [ - "src/transformers/models/deepseek_v4", - "src/transformers/models", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46127, - "right_pr_number": 46198, - "similarity": 0.782, - "content_similarity": 0.894, - "size_similarity": 0.045, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py", - "src/transformers/models/deepseek_v4/modular_deepseek_v4.py" - ], - "shared_directories": [ - "src/transformers/models/deepseek_v4", - "src/transformers/models", - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44893-2", - "pr_numbers": [ - 44893, - 46173 + 45606, + 45607 ], - "representative_pr_number": 44893, - "average_similarity": 0.738, - "summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.", + "representative_pr_number": 45606, + "average_similarity": 0.765, + "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.", "shared_filenames": [ - "src/transformers/cache_utils.py" + "tests/models/gemma4/test_modeling_gemma4.py" ], "shared_directories": [ - "src/transformers", - "src" + "tests/models/gemma4", + "tests/models", + "tests" ], "pairwise": [ { - "left_pr_number": 44893, - "right_pr_number": 46173, - "similarity": 0.738, - "content_similarity": 0.792, - "size_similarity": 0.222, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45606, + "right_pr_number": 45607, + "similarity": 0.765, + "content_similarity": 0.812, + "size_similarity": 0.778, + "breadth_similarity": 0.417, + "concentration_similarity": 0.778, "shared_filenames": [ - "src/transformers/cache_utils.py" + "tests/models/gemma4/test_modeling_gemma4.py" ], "shared_directories": [ - "src/transformers", - "src" + "tests/models/gemma4", + "tests/models", + "tests" ] } ] @@ -3978,7 +3593,7 @@ 45523 ], "representative_pr_number": 41901, - "average_similarity": 0.718, + "average_similarity": 0.719, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.", "shared_filenames": [ "src/transformers/integrations/executorch.py" @@ -3992,7 +3607,7 @@ { "left_pr_number": 41901, "right_pr_number": 45523, - "similarity": 0.718, + "similarity": 0.719, "content_similarity": 0.778, "size_similarity": 0.158, "breadth_similarity": 1.0, @@ -4077,7 +3692,7 @@ "left_pr_number": 43747, "right_pr_number": 45480, "similarity": 0.682, - "content_similarity": 0.636, + "content_similarity": 0.635, "size_similarity": 0.664, "breadth_similarity": 1.0, "concentration_similarity": 0.751, @@ -4134,7 +3749,7 @@ 43816 ], "representative_pr_number": 43779, - "average_similarity": 0.667, + "average_similarity": 0.668, "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" @@ -4148,7 +3763,7 @@ { "left_pr_number": 43779, "right_pr_number": 43816, - "similarity": 0.667, + "similarity": 0.668, "content_similarity": 0.686, "size_similarity": 0.25, "breadth_similarity": 1.0, @@ -4231,7 +3846,7 @@ "left_pr_number": 45974, "right_pr_number": 45975, "similarity": 0.614, - "content_similarity": 0.568, + "content_similarity": 0.567, "size_similarity": 0.451, "breadth_similarity": 1.0, "concentration_similarity": 0.975, @@ -4255,7 +3870,7 @@ 46174 ], "representative_pr_number": 45932, - "average_similarity": 0.594, + "average_similarity": 0.596, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #45932.", "shared_filenames": [ "src/transformers/models/vit_mae/modeling_vit_mae.py", @@ -4281,8 +3896,8 @@ { "left_pr_number": 45932, "right_pr_number": 46174, - "similarity": 0.594, - "content_similarity": 0.632, + "similarity": 0.596, + "content_similarity": 0.635, "size_similarity": 0.248, "breadth_similarity": 0.679, "concentration_similarity": 0.916, @@ -4313,81 +3928,81 @@ ] }, { - "cluster_id": "pr-scope-44940-2", + "cluster_id": "pr-scope-44101-2", "pr_numbers": [ - 44940, - 46207 + 44101, + 44116 ], - "representative_pr_number": 44940, - "average_similarity": 0.557, - "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.", + "representative_pr_number": 44101, + "average_similarity": 0.554, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", "shared_filenames": [ - "tests/utils/test_modeling_utils.py", - "src/transformers/modeling_utils.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ - "tests/utils", + "src/transformers/models/flaubert", + "src/transformers/models", "src/transformers", - "tests", "src" ], "pairwise": [ { - "left_pr_number": 44940, - "right_pr_number": 46207, - "similarity": 0.557, - "content_similarity": 0.444, - "size_similarity": 0.838, - "breadth_similarity": 0.833, - "concentration_similarity": 0.753, + "left_pr_number": 44101, + "right_pr_number": 44116, + "similarity": 0.554, + "content_similarity": 0.615, + "size_similarity": 0.319, + "breadth_similarity": 0.5, + "concentration_similarity": 0.507, "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ + "src/transformers/models/flaubert", + "src/transformers/models", "src/transformers", - "tests/utils", - "src", - "tests" + "src" ] } ] }, { - "cluster_id": "pr-scope-44101-2", + "cluster_id": "pr-scope-44940-2", "pr_numbers": [ - 44101, - 44116 + 44940, + 46207 ], - "representative_pr_number": 44101, + "representative_pr_number": 44940, "average_similarity": 0.554, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", + "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.", "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "tests/utils/test_modeling_utils.py", + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models", + "tests/utils", "src/transformers", + "tests", "src" ], "pairwise": [ { - "left_pr_number": 44101, - "right_pr_number": 44116, + "left_pr_number": 44940, + "right_pr_number": 46207, "similarity": 0.554, - "content_similarity": 0.615, - "size_similarity": 0.319, - "breadth_similarity": 0.5, - "concentration_similarity": 0.507, + "content_similarity": 0.439, + "size_similarity": 0.838, + "breadth_similarity": 0.833, + "concentration_similarity": 0.753, "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "src/transformers/modeling_utils.py", + "tests/utils/test_modeling_utils.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models", "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] } ] @@ -4434,17 +4049,17 @@ 45720 ], "representative_pr_number": 44114, - "average_similarity": 0.516, - "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/unispeech/modeling_unispeech.py`; representative PR #44114.", + "average_similarity": 0.51, + "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/sew_d/modeling_sew_d.py`; representative PR #44114.", "shared_filenames": [ "src/transformers/models/data2vec/modeling_data2vec_audio.py", "src/transformers/models/hubert/modeling_hubert.py", + "src/transformers/models/sew_d/modeling_sew_d.py", "src/transformers/models/unispeech/modeling_unispeech.py", "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", "src/transformers/models/wav2vec2/modeling_wav2vec2.py", "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", - "src/transformers/models/wavlm/modeling_wavlm.py", - "src/transformers/models/sew/modeling_sew.py" + "src/transformers/models/wavlm/modeling_wavlm.py" ], "shared_directories": [ "src/transformers/models/unispeech", @@ -4453,15 +4068,15 @@ "src/transformers/models/wav2vec2_conformer", "src/transformers/models/wavlm", "src/transformers/models/hubert", - "src/transformers/models/wav2vec2_bert", - "src/transformers/models/data2vec" + "src/transformers/models/sew_d", + "src/transformers/models/wav2vec2_bert" ], "pairwise": [ { "left_pr_number": 44114, "right_pr_number": 45720, - "similarity": 0.516, - "content_similarity": 0.444, + "similarity": 0.51, + "content_similarity": 0.435, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, @@ -4646,7 +4261,7 @@ 45333 ], "representative_pr_number": 45332, - "average_similarity": 0.491, + "average_similarity": 0.492, "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", @@ -4666,8 +4281,8 @@ { "left_pr_number": 45332, "right_pr_number": 45333, - "similarity": 0.491, - "content_similarity": 0.52, + "similarity": 0.492, + "content_similarity": 0.521, "size_similarity": 0.203, "breadth_similarity": 0.479, "concentration_similarity": 0.976, @@ -4695,7 +4310,7 @@ 45317 ], "representative_pr_number": 45293, - "average_similarity": 0.49, + "average_similarity": 0.491, "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" @@ -4711,7 +4326,7 @@ { "left_pr_number": 45293, "right_pr_number": 45317, - "similarity": 0.49, + "similarity": 0.491, "content_similarity": 0.33, "size_similarity": 0.741, "breadth_similarity": 1.0, @@ -4736,7 +4351,7 @@ 45868 ], "representative_pr_number": 45540, - "average_similarity": 0.487, + "average_similarity": 0.485, "summary": "2 open PRs share weighted file overlap around `tests/models/t5gemma2/test_modeling_t5gemma2.py`, `src/transformers/models/t5gemma2/modular_t5gemma2.py`, `src/transformers/models/t5gemma2/modeling_t5gemma2.py`; representative PR #45540.", "shared_filenames": [ "tests/models/t5gemma2/test_modeling_t5gemma2.py", @@ -4756,8 +4371,8 @@ { "left_pr_number": 45540, "right_pr_number": 45868, - "similarity": 0.487, - "content_similarity": 0.359, + "similarity": 0.485, + "content_similarity": 0.356, "size_similarity": 0.593, "breadth_similarity": 1.0, "concentration_similarity": 0.936, @@ -5009,41 +4624,6 @@ } ] }, - { - "cluster_id": "pr-scope-45193-2", - "pr_numbers": [ - 45193, - 46220 - ], - "representative_pr_number": 45193, - "average_similarity": 0.418, - "summary": "2 open PRs share weighted file overlap around `src/transformers/configuration_utils.py`; representative PR #45193.", - "shared_filenames": [ - "src/transformers/configuration_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45193, - "right_pr_number": 46220, - "similarity": 0.418, - "content_similarity": 0.281, - "size_similarity": 0.952, - "breadth_similarity": 0.5, - "concentration_similarity": 0.571, - "shared_filenames": [ - "src/transformers/configuration_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-44606-2", "pr_numbers": [ @@ -5086,7 +4666,7 @@ 46124 ], "representative_pr_number": 42655, - "average_similarity": 0.414, + "average_similarity": 0.41, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `tests/generation/test_utils.py`; representative PR #42655.", "shared_filenames": [ "src/transformers/generation/candidate_generator.py", @@ -5103,8 +4683,8 @@ { "left_pr_number": 42655, "right_pr_number": 46124, - "similarity": 0.414, - "content_similarity": 0.47, + "similarity": 0.41, + "content_similarity": 0.464, "size_similarity": 0.038, "breadth_similarity": 0.417, "concentration_similarity": 0.753, @@ -5144,7 +4724,7 @@ "left_pr_number": 44642, "right_pr_number": 45552, "similarity": 0.355, - "content_similarity": 0.257, + "content_similarity": 0.258, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0,