diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,8 +1,8 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260615T120125Z", - "generated_at": "2026-06-15T12:03:16Z", - "cluster_count": 73, + "snapshot_id": "20260615T180022Z", + "generated_at": "2026-06-15T18:03:46Z", + "cluster_count": 69, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-10", @@ -19,7 +19,7 @@ 45273 ], "representative_pr_number": 45067, - "average_similarity": 0.42, + "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" @@ -33,7 +33,7 @@ "left_pr_number": 44189, "right_pr_number": 45067, "similarity": 0.777, - "content_similarity": 0.861, + "content_similarity": 0.862, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -48,8 +48,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.626, - "content_similarity": 0.465, + "similarity": 0.628, + "content_similarity": 0.469, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -64,8 +64,8 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.54, - "content_similarity": 0.403, + "similarity": 0.542, + "content_similarity": 0.406, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -80,8 +80,8 @@ { "left_pr_number": 43651, "right_pr_number": 45067, - "similarity": 0.514, - "content_similarity": 0.366, + "similarity": 0.517, + "content_similarity": 0.37, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -96,8 +96,8 @@ { "left_pr_number": 43663, "right_pr_number": 44123, - "similarity": 0.504, - "content_similarity": 0.408, + "similarity": 0.503, + "content_similarity": 0.406, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -112,8 +112,8 @@ { "left_pr_number": 44257, "right_pr_number": 44660, - "similarity": 0.486, - "content_similarity": 0.266, + "similarity": 0.488, + "content_similarity": 0.269, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -128,8 +128,8 @@ { "left_pr_number": 44123, "right_pr_number": 45067, - "similarity": 0.478, - "content_similarity": 0.371, + "similarity": 0.477, + "content_similarity": 0.37, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -144,8 +144,8 @@ { "left_pr_number": 43663, "right_pr_number": 44660, - "similarity": 0.462, - "content_similarity": 0.394, + "similarity": 0.464, + "content_similarity": 0.398, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -160,8 +160,8 @@ { "left_pr_number": 43636, "right_pr_number": 43663, - "similarity": 0.461, - "content_similarity": 0.35, + "similarity": 0.463, + "content_similarity": 0.354, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -176,8 +176,8 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.461, - "content_similarity": 0.301, + "similarity": 0.463, + "content_similarity": 0.304, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -192,8 +192,8 @@ { "left_pr_number": 43663, "right_pr_number": 44189, - "similarity": 0.448, - "content_similarity": 0.391, + "similarity": 0.45, + "content_similarity": 0.395, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -208,8 +208,8 @@ { "left_pr_number": 44189, "right_pr_number": 45055, - "similarity": 0.445, - "content_similarity": 0.26, + "similarity": 0.447, + "content_similarity": 0.263, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -224,8 +224,8 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.439, - "content_similarity": 0.319, + "similarity": 0.441, + "content_similarity": 0.322, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -240,8 +240,8 @@ { "left_pr_number": 44660, "right_pr_number": 45067, - "similarity": 0.437, - "content_similarity": 0.358, + "similarity": 0.439, + "content_similarity": 0.362, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -256,8 +256,8 @@ { "left_pr_number": 43636, "right_pr_number": 43651, - "similarity": 0.435, - "content_similarity": 0.276, + "similarity": 0.437, + "content_similarity": 0.279, "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -272,8 +272,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.435, - "content_similarity": 0.264, + "similarity": 0.437, + "content_similarity": 0.267, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -288,8 +288,8 @@ { "left_pr_number": 43663, "right_pr_number": 44257, - "similarity": 0.428, - "content_similarity": 0.345, + "similarity": 0.43, + "content_similarity": 0.348, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -302,11 +302,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44123, - "similarity": 0.424, - "content_similarity": 0.321, - "size_similarity": 0.327, + "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": [ @@ -318,11 +318,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44660, - "similarity": 0.421, - "content_similarity": 0.27, - "size_similarity": 0.545, + "left_pr_number": 43651, + "right_pr_number": 44123, + "similarity": 0.423, + "content_similarity": 0.32, + "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -336,8 +336,8 @@ { "left_pr_number": 43651, "right_pr_number": 44660, - "similarity": 0.417, - "content_similarity": 0.31, + "similarity": 0.419, + "content_similarity": 0.313, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -352,8 +352,8 @@ { "left_pr_number": 44660, "right_pr_number": 45055, - "similarity": 0.409, - "content_similarity": 0.263, + "similarity": 0.411, + "content_similarity": 0.265, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -368,8 +368,8 @@ { "left_pr_number": 43663, "right_pr_number": 45055, - "similarity": 0.407, - "content_similarity": 0.341, + "similarity": 0.409, + "content_similarity": 0.344, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -384,8 +384,8 @@ { "left_pr_number": 44257, "right_pr_number": 45067, - "similarity": 0.406, - "content_similarity": 0.314, + "similarity": 0.408, + "content_similarity": 0.317, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -400,8 +400,8 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.399, - "content_similarity": 0.308, + "similarity": 0.401, + "content_similarity": 0.311, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -416,8 +416,8 @@ { "left_pr_number": 43636, "right_pr_number": 44257, - "similarity": 0.397, - "content_similarity": 0.236, + "similarity": 0.399, + "content_similarity": 0.239, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -432,8 +432,8 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.392, - "content_similarity": 0.268, + "similarity": 0.394, + "content_similarity": 0.271, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -448,8 +448,8 @@ { "left_pr_number": 43651, "right_pr_number": 44257, - "similarity": 0.39, - "content_similarity": 0.272, + "similarity": 0.392, + "content_similarity": 0.274, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -462,11 +462,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 44660, - "similarity": 0.386, - "content_similarity": 0.314, - "size_similarity": 0.109, + "left_pr_number": 44257, + "right_pr_number": 45055, + "similarity": 0.388, + "content_similarity": 0.232, + "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -478,11 +478,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 45055, - "similarity": 0.386, - "content_similarity": 0.23, - "size_similarity": 0.5, + "left_pr_number": 45055, + "right_pr_number": 45273, + "similarity": 0.388, + "content_similarity": 0.197, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -495,10 +495,10 @@ }, { "left_pr_number": 45055, - "right_pr_number": 45273, - "similarity": 0.386, - "content_similarity": 0.194, - "size_similarity": 0.667, + "right_pr_number": 45067, + "similarity": 0.387, + "content_similarity": 0.313, + "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -510,11 +510,11 @@ ] }, { - "left_pr_number": 45055, - "right_pr_number": 45067, - "similarity": 0.385, - "content_similarity": 0.31, - "size_similarity": 0.12, + "left_pr_number": 44123, + "right_pr_number": 44660, + "similarity": 0.386, + "content_similarity": 0.313, + "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -528,8 +528,8 @@ { "left_pr_number": 44189, "right_pr_number": 45273, - "similarity": 0.381, - "content_similarity": 0.223, + "similarity": 0.383, + "content_similarity": 0.226, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -545,7 +545,7 @@ "left_pr_number": 44123, "right_pr_number": 44189, "similarity": 0.379, - "content_similarity": 0.312, + "content_similarity": 0.311, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -576,8 +576,8 @@ { "left_pr_number": 43663, "right_pr_number": 45273, - "similarity": 0.366, - "content_similarity": 0.292, + "similarity": 0.368, + "content_similarity": 0.295, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -592,8 +592,8 @@ { "left_pr_number": 43651, "right_pr_number": 45055, - "similarity": 0.363, - "content_similarity": 0.268, + "similarity": 0.365, + "content_similarity": 0.271, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -624,8 +624,8 @@ { "left_pr_number": 44660, "right_pr_number": 45273, - "similarity": 0.357, - "content_similarity": 0.225, + "similarity": 0.359, + "content_similarity": 0.227, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -640,8 +640,8 @@ { "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.354, - "content_similarity": 0.233, + "similarity": 0.356, + "content_similarity": 0.236, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -654,11 +654,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 45055, - "similarity": 0.348, - "content_similarity": 0.272, - "size_similarity": 0.055, + "left_pr_number": 45067, + "right_pr_number": 45273, + "similarity": 0.35, + "content_similarity": 0.268, + "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -670,11 +670,11 @@ ] }, { - "left_pr_number": 45067, - "right_pr_number": 45273, + "left_pr_number": 44123, + "right_pr_number": 45055, "similarity": 0.348, - "content_similarity": 0.266, - "size_similarity": 0.08, + "content_similarity": 0.271, + "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -688,8 +688,8 @@ { "left_pr_number": 44257, "right_pr_number": 45273, - "similarity": 0.338, - "content_similarity": 0.197, + "similarity": 0.339, + "content_similarity": 0.199, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -704,8 +704,8 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.328, - "content_similarity": 0.23, + "similarity": 0.329, + "content_similarity": 0.232, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -718,11 +718,11 @@ ] }, { - "left_pr_number": 44123, + "left_pr_number": 43636, "right_pr_number": 45273, - "similarity": 0.318, - "content_similarity": 0.233, - "size_similarity": 0.036, + "similarity": 0.319, + "content_similarity": 0.202, + "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -734,11 +734,11 @@ ] }, { - "left_pr_number": 43636, + "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.317, - "content_similarity": 0.2, - "size_similarity": 0.182, + "similarity": 0.318, + "content_similarity": 0.232, + "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -752,429 +752,150 @@ ] }, { - "cluster_id": "pr-scope-34667-6", + "cluster_id": "pr-scope-41606-6", "pr_numbers": [ - 34667, - 39683, - 44872, - 45985, - 46590, - 46639 + 41606, + 42668, + 44543, + 45422, + 45627, + 46161 ], - "representative_pr_number": 45985, - "average_similarity": 0.497, - "summary": "6 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", + "representative_pr_number": 45627, + "average_similarity": 0.425, + "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/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "tests", + "src", + "tests/models/auto", + "tests/models" ], "pairwise": [ { - "left_pr_number": 34667, - "right_pr_number": 45985, - "similarity": 0.585, - "content_similarity": 0.464, - "size_similarity": 0.733, + "left_pr_number": 41606, + "right_pr_number": 44543, + "similarity": 0.682, + "content_similarity": 0.658, + "size_similarity": 0.583, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.683, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 39683, - "right_pr_number": 45985, - "similarity": 0.578, - "content_similarity": 0.472, - "size_similarity": 0.652, + "left_pr_number": 45627, + "right_pr_number": 46161, + "similarity": 0.672, + "content_similarity": 0.586, + "size_similarity": 0.747, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.985, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "src/transformers/generation", + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 45985, - "right_pr_number": 46590, - "similarity": 0.561, - "content_similarity": 0.459, - "size_similarity": 0.6, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 42668, + "right_pr_number": 45627, + "similarity": 0.657, + "content_similarity": 0.799, + "size_similarity": 0.189, + "breadth_similarity": 0.216, + "concentration_similarity": 0.952, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "src/transformers/generation", + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 34667, - "right_pr_number": 46590, - "similarity": 0.551, - "content_similarity": 0.397, - "size_similarity": 0.818, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 42668, + "right_pr_number": 46161, + "similarity": 0.571, + "content_similarity": 0.664, + "size_similarity": 0.253, + "breadth_similarity": 0.216, + "concentration_similarity": 0.937, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "src/transformers/generation", + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 46590, - "right_pr_number": 46639, - "similarity": 0.533, - "content_similarity": 0.38, - "size_similarity": 0.778, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 41606, + "right_pr_number": 45422, + "similarity": 0.499, + "content_similarity": 0.421, + "size_similarity": 0.569, + "breadth_similarity": 0.75, + "concentration_similarity": 0.881, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 45985, - "right_pr_number": 46639, - "similarity": 0.531, - "content_similarity": 0.444, - "size_similarity": 0.467, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 44543, + "right_pr_number": 45422, + "similarity": 0.482, + "content_similarity": 0.453, + "size_similarity": 0.331, + "breadth_similarity": 0.75, + "concentration_similarity": 0.802, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" - ] - }, - { - "left_pr_number": 34667, - "right_pr_number": 46639, - "similarity": 0.514, - "content_similarity": 0.384, - "size_similarity": 0.636, - "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": 0.508, - "content_similarity": 0.408, - "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": 39683, - "right_pr_number": 46590, - "similarity": 0.491, - "content_similarity": 0.404, - "size_similarity": 0.391, - "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": 46639, - "similarity": 0.469, - "content_similarity": 0.39, - "size_similarity": 0.304, - "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": 0.445, - "content_similarity": 0.379, - "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": 44872, - "right_pr_number": 46639, - "similarity": 0.434, - "content_similarity": 0.313, - "size_similarity": 0.429, - "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": 46590, - "similarity": 0.427, - "content_similarity": 0.324, - "size_similarity": 0.333, - "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": 0.42, - "content_similarity": 0.328, - "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": 0.403, - "content_similarity": 0.333, - "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-41606-6", - "pr_numbers": [ - 41606, - 42668, - 44543, - 45422, - 45627, - 46161 - ], - "representative_pr_number": 45627, - "average_similarity": 0.42, - "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" - ], - "shared_directories": [ - "src/transformers", - "tests", - "src", - "tests/models/auto", - "tests/models" - ], - "pairwise": [ - { - "left_pr_number": 41606, - "right_pr_number": 44543, - "similarity": 0.677, - "content_similarity": 0.651, - "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": 0.669, - "content_similarity": 0.582, - "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": 0.656, - "content_similarity": 0.798, - "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": 0.569, - "content_similarity": 0.662, - "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": 0.494, - "content_similarity": 0.414, - "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": 0.477, - "content_similarity": 0.446, - "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" + "src", + "tests" ] }, { "left_pr_number": 44543, "right_pr_number": 46161, - "similarity": 0.376, - "content_similarity": 0.204, + "similarity": 0.383, + "content_similarity": 0.213, "size_similarity": 0.566, "breadth_similarity": 1.0, "concentration_similarity": 0.97, @@ -1190,8 +911,8 @@ { "left_pr_number": 41606, "right_pr_number": 46161, - "similarity": 0.358, - "content_similarity": 0.11, + "similarity": 0.362, + "content_similarity": 0.115, "size_similarity": 0.971, "breadth_similarity": 1.0, "concentration_similarity": 0.712, @@ -1207,8 +928,8 @@ { "left_pr_number": 44543, "right_pr_number": 45627, - "similarity": 0.348, - "content_similarity": 0.193, + "similarity": 0.354, + "content_similarity": 0.202, "size_similarity": 0.423, "breadth_similarity": 1.0, "concentration_similarity": 0.985, @@ -1224,8 +945,8 @@ { "left_pr_number": 42668, "right_pr_number": 44543, - "similarity": 0.338, - "content_similarity": 0.287, + "similarity": 0.346, + "content_similarity": 0.299, "size_similarity": 0.446, "breadth_similarity": 0.216, "concentration_similarity": 0.967, @@ -1242,8 +963,8 @@ { "left_pr_number": 41606, "right_pr_number": 45627, - "similarity": 0.316, - "content_similarity": 0.104, + "similarity": 0.32, + "content_similarity": 0.109, "size_similarity": 0.725, "breadth_similarity": 1.0, "concentration_similarity": 0.697, @@ -1259,8 +980,8 @@ { "left_pr_number": 45422, "right_pr_number": 45627, - "similarity": 0.297, - "content_similarity": 0.091, + "similarity": 0.3, + "content_similarity": 0.096, "size_similarity": 0.784, "breadth_similarity": 0.75, "concentration_similarity": 0.816, @@ -1276,8 +997,8 @@ { "left_pr_number": 45422, "right_pr_number": 46161, - "similarity": 0.272, - "content_similarity": 0.096, + "similarity": 0.275, + "content_similarity": 0.101, "size_similarity": 0.586, "breadth_similarity": 0.75, "concentration_similarity": 0.831, @@ -1293,8 +1014,8 @@ { "left_pr_number": 41606, "right_pr_number": 42668, - "similarity": 0.266, - "content_similarity": 0.247, + "similarity": 0.271, + "content_similarity": 0.254, "size_similarity": 0.26, "breadth_similarity": 0.216, "concentration_similarity": 0.649, @@ -1311,8 +1032,8 @@ { "left_pr_number": 42668, "right_pr_number": 45422, - "similarity": 0.193, - "content_similarity": 0.145, + "similarity": 0.198, + "content_similarity": 0.152, "size_similarity": 0.148, "breadth_similarity": 0.307, "concentration_similarity": 0.768, @@ -1338,7 +1059,7 @@ 46467 ], "representative_pr_number": 45296, - "average_similarity": 0.586, + "average_similarity": 0.585, "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_gguf_pytorch_utils.py`, `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`; representative PR #45296.", "shared_filenames": [ "src/transformers/modeling_gguf_pytorch_utils.py", @@ -1580,8 +1301,8 @@ { "left_pr_number": 44974, "right_pr_number": 45635, - "similarity": 0.72, - "content_similarity": 0.721, + "similarity": 0.719, + "content_similarity": 0.72, "size_similarity": 0.59, "breadth_similarity": 0.8, "concentration_similarity": 0.929, @@ -1599,7 +1320,7 @@ { "left_pr_number": 45635, "right_pr_number": 45996, - "similarity": 0.653, + "similarity": 0.652, "content_similarity": 0.6, "size_similarity": 0.714, "breadth_similarity": 0.875, @@ -1618,8 +1339,8 @@ { "left_pr_number": 44974, "right_pr_number": 45996, - "similarity": 0.583, - "content_similarity": 0.555, + "similarity": 0.582, + "content_similarity": 0.554, "size_similarity": 0.422, "breadth_similarity": 0.9, "concentration_similarity": 0.829, @@ -1639,7 +1360,7 @@ "left_pr_number": 45996, "right_pr_number": 46651, "similarity": 0.482, - "content_similarity": 0.492, + "content_similarity": 0.493, "size_similarity": 0.265, "breadth_similarity": 0.583, "concentration_similarity": 0.783, @@ -1658,7 +1379,7 @@ "left_pr_number": 45635, "right_pr_number": 46651, "similarity": 0.481, - "content_similarity": 0.481, + "content_similarity": 0.482, "size_similarity": 0.189, "breadth_similarity": 0.667, "concentration_similarity": 0.976, @@ -1676,8 +1397,8 @@ { "left_pr_number": 45421, "right_pr_number": 45635, - "similarity": 0.466, - "content_similarity": 0.381, + "similarity": 0.465, + "content_similarity": 0.379, "size_similarity": 0.803, "breadth_similarity": 0.5, "concentration_similarity": 0.586, @@ -1695,7 +1416,7 @@ "left_pr_number": 44974, "right_pr_number": 45421, "similarity": 0.422, - "content_similarity": 0.304, + "content_similarity": 0.302, "size_similarity": 0.735, "breadth_similarity": 0.667, "concentration_similarity": 0.657, @@ -1712,7 +1433,7 @@ "left_pr_number": 44974, "right_pr_number": 46651, "similarity": 0.409, - "content_similarity": 0.415, + "content_similarity": 0.416, "size_similarity": 0.112, "breadth_similarity": 0.533, "concentration_similarity": 0.954, @@ -1730,8 +1451,8 @@ { "left_pr_number": 45421, "right_pr_number": 45996, - "similarity": 0.322, - "content_similarity": 0.195, + "similarity": 0.321, + "content_similarity": 0.194, "size_similarity": 0.573, "breadth_similarity": 0.583, "concentration_similarity": 0.828, @@ -1747,8 +1468,8 @@ { "left_pr_number": 45421, "right_pr_number": 46651, - "similarity": 0.173, - "content_similarity": 0.123, + "similarity": 0.172, + "content_similarity": 0.122, "size_similarity": 0.152, "breadth_similarity": 0.333, "concentration_similarity": 0.611, @@ -1792,8 +1513,8 @@ { "left_pr_number": 46580, "right_pr_number": 46622, - "similarity": 0.619, - "content_similarity": 0.57, + "similarity": 0.618, + "content_similarity": 0.569, "size_similarity": 0.893, "breadth_similarity": 0.5, "concentration_similarity": 0.72, @@ -1810,7 +1531,7 @@ { "left_pr_number": 45293, "right_pr_number": 46580, - "similarity": 0.555, + "similarity": 0.554, "content_similarity": 0.514, "size_similarity": 0.714, "breadth_similarity": 0.5, @@ -1829,7 +1550,7 @@ "left_pr_number": 46091, "right_pr_number": 46580, "similarity": 0.536, - "content_similarity": 0.625, + "content_similarity": 0.624, "size_similarity": 0.224, "breadth_similarity": 0.333, "concentration_similarity": 0.64, @@ -1906,7 +1627,7 @@ "left_pr_number": 45293, "right_pr_number": 46622, "similarity": 0.413, - "content_similarity": 0.207, + "content_similarity": 0.206, "size_similarity": 0.8, "breadth_similarity": 1.0, "concentration_similarity": 0.97, @@ -2009,343 +1730,144 @@ "left_pr_number": 41097, "right_pr_number": 43549, "similarity": 0.54, - "content_similarity": 0.429, + "content_similarity": 0.428, "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": 44547, - "right_pr_number": 46013, - "similarity": 0.503, - "content_similarity": 0.29, - "size_similarity": 1.0, - "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": 46013, - "similarity": 0.435, - "content_similarity": 0.373, - "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" - ] - }, - { - "left_pr_number": 43549, - "right_pr_number": 44547, - "similarity": 0.424, - "content_similarity": 0.334, - "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": 43549, - "right_pr_number": 46268, - "similarity": 0.399, - "content_similarity": 0.268, - "size_similarity": 0.833, - "breadth_similarity": 0.417, - "concentration_similarity": 0.889, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41097, - "right_pr_number": 44547, - "similarity": 0.387, - "content_similarity": 0.305, - "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" - ] - }, - { - "left_pr_number": 41097, - "right_pr_number": 46268, - "similarity": 0.366, - "content_similarity": 0.245, - "size_similarity": 0.72, - "breadth_similarity": 0.417, - "concentration_similarity": 0.889, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 46013, - "right_pr_number": 46268, - "similarity": 0.283, - "content_similarity": 0.233, - "size_similarity": 0.222, - "breadth_similarity": 0.417, - "concentration_similarity": 0.889, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44547, - "right_pr_number": 46268, - "similarity": 0.253, - "content_similarity": 0.191, - "size_similarity": 0.222, - "breadth_similarity": 0.417, - "concentration_similarity": 0.889, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-34925-5", - "pr_numbers": [ - 34925, - 44889, - 44981, - 45917, - 46628 - ], - "representative_pr_number": 34925, - "average_similarity": 0.369, - "summary": "5 open PRs share weighted file overlap around `src/transformers/trainer.py`, `tests/trainer/test_trainer.py`; representative PR #34925.", - "shared_filenames": [ - "src/transformers/trainer.py", - "tests/trainer/test_trainer.py" - ], - "shared_directories": [ - "tests/trainer", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 34925, - "right_pr_number": 45917, - "similarity": 0.506, - "content_similarity": 0.441, - "size_similarity": 0.39, - "breadth_similarity": 1.0, - "concentration_similarity": 0.78, - "shared_filenames": [ - "tests/trainer/test_trainer.py" - ], - "shared_directories": [ - "src/transformers", - "tests/trainer", - "src", - "tests" - ] - }, - { - "left_pr_number": 34925, - "right_pr_number": 44889, - "similarity": 0.403, - "content_similarity": 0.271, - "size_similarity": 0.444, - "breadth_similarity": 1.0, - "concentration_similarity": 0.928, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/trainer.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44889, - "right_pr_number": 44981, - "similarity": 0.395, - "content_similarity": 0.152, - "size_similarity": 0.991, + "left_pr_number": 44547, + "right_pr_number": 46013, + "similarity": 0.503, + "content_similarity": 0.29, + "size_similarity": 1.0, "breadth_similarity": 1.0, - "concentration_similarity": 0.812, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/trainer.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44889, - "right_pr_number": 46628, - "similarity": 0.376, - "content_similarity": 0.18, - "size_similarity": 0.692, + "left_pr_number": 41097, + "right_pr_number": 46013, + "similarity": 0.435, + "content_similarity": 0.372, + "size_similarity": 0.16, "breadth_similarity": 1.0, - "concentration_similarity": 0.925, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/trainer.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44981, - "right_pr_number": 45917, - "similarity": 0.354, - "content_similarity": 0.108, - "size_similarity": 0.87, + "left_pr_number": 43549, + "right_pr_number": 44547, + "similarity": 0.423, + "content_similarity": 0.333, + "size_similarity": 0.267, "breadth_similarity": 1.0, - "concentration_similarity": 0.959, - "shared_filenames": [], + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/modeling_flash_attention_utils.py" + ], "shared_directories": [ "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44981, - "right_pr_number": 46628, - "similarity": 0.345, - "content_similarity": 0.14, - "size_similarity": 0.685, - "breadth_similarity": 1.0, - "concentration_similarity": 0.886, + "left_pr_number": 43549, + "right_pr_number": 46268, + "similarity": 0.399, + "content_similarity": 0.268, + "size_similarity": 0.833, + "breadth_similarity": 0.417, + "concentration_similarity": 0.889, "shared_filenames": [ - "src/transformers/trainer.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 45917, - "right_pr_number": 46628, - "similarity": 0.337, - "content_similarity": 0.103, - "size_similarity": 0.787, + "left_pr_number": 41097, + "right_pr_number": 44547, + "similarity": 0.387, + "content_similarity": 0.304, + "size_similarity": 0.16, "breadth_similarity": 1.0, - "concentration_similarity": 0.927, - "shared_filenames": [], + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/modeling_flash_attention_utils.py" + ], "shared_directories": [ "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44889, - "right_pr_number": 45917, - "similarity": 0.329, - "content_similarity": 0.079, - "size_similarity": 0.879, - "breadth_similarity": 1.0, - "concentration_similarity": 0.852, - "shared_filenames": [], + "left_pr_number": 41097, + "right_pr_number": 46268, + "similarity": 0.365, + "content_similarity": 0.244, + "size_similarity": 0.72, + "breadth_similarity": 0.417, + "concentration_similarity": 0.889, + "shared_filenames": [ + "src/transformers/modeling_flash_attention_utils.py" + ], "shared_directories": [ "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 34925, - "right_pr_number": 46628, - "similarity": 0.323, - "content_similarity": 0.192, - "size_similarity": 0.307, - "breadth_similarity": 1.0, - "concentration_similarity": 0.853, + "left_pr_number": 46013, + "right_pr_number": 46268, + "similarity": 0.282, + "content_similarity": 0.233, + "size_similarity": 0.222, + "breadth_similarity": 0.417, + "concentration_similarity": 0.889, "shared_filenames": [ - "src/transformers/trainer.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 34925, - "right_pr_number": 44981, - "similarity": 0.319, - "content_similarity": 0.165, - "size_similarity": 0.448, - "breadth_similarity": 1.0, - "concentration_similarity": 0.74, + "left_pr_number": 44547, + "right_pr_number": 46268, + "similarity": 0.253, + "content_similarity": 0.19, + "size_similarity": 0.222, + "breadth_similarity": 0.417, + "concentration_similarity": 0.889, "shared_filenames": [ - "src/transformers/trainer.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] } ] @@ -2359,7 +1881,7 @@ 46564 ], "representative_pr_number": 42975, - "average_similarity": 0.54, + "average_similarity": 0.541, "summary": "4 open PRs share weighted file overlap around `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`, `.github/workflows/build-past-ci-docker-images.yml`; representative PR #42975.", "shared_filenames": [ ".github/workflows/build-docker-images.yml", @@ -2380,7 +1902,7 @@ "left_pr_number": 42975, "right_pr_number": 46564, "similarity": 0.678, - "content_similarity": 0.716, + "content_similarity": 0.717, "size_similarity": 0.206, "breadth_similarity": 0.955, "concentration_similarity": 1.0, @@ -2404,8 +1926,8 @@ { "left_pr_number": 42975, "right_pr_number": 45077, - "similarity": 0.661, - "content_similarity": 0.597, + "similarity": 0.662, + "content_similarity": 0.599, "size_similarity": 0.731, "breadth_similarity": 0.833, "concentration_similarity": 1.0, @@ -2429,8 +1951,8 @@ { "left_pr_number": 42976, "right_pr_number": 46564, - "similarity": 0.559, - "content_similarity": 0.534, + "similarity": 0.56, + "content_similarity": 0.535, "size_similarity": 0.489, "breadth_similarity": 0.617, "concentration_similarity": 1.0, @@ -2451,8 +1973,8 @@ { "left_pr_number": 45077, "right_pr_number": 46564, - "similarity": 0.475, - "content_similarity": 0.451, + "similarity": 0.476, + "content_similarity": 0.452, "size_similarity": 0.151, "breadth_similarity": 0.867, "concentration_similarity": 1.0, @@ -2476,8 +1998,8 @@ { "left_pr_number": 42976, "right_pr_number": 45077, - "similarity": 0.473, - "content_similarity": 0.494, + "similarity": 0.474, + "content_similarity": 0.495, "size_similarity": 0.074, "breadth_similarity": 0.659, "concentration_similarity": 1.0, @@ -2496,8 +2018,8 @@ { "left_pr_number": 42975, "right_pr_number": 42976, - "similarity": 0.396, - "content_similarity": 0.387, + "similarity": 0.398, + "content_similarity": 0.389, "size_similarity": 0.101, "breadth_similarity": 0.606, "concentration_similarity": 1.0, @@ -2517,6 +2039,130 @@ } ] }, + { + "cluster_id": "pr-scope-34667-4", + "pr_numbers": [ + 34667, + 39683, + 44872, + 45985 + ], + "representative_pr_number": 45985, + "average_similarity": 0.495, + "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": 0.589, + "content_similarity": 0.47, + "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": 0.586, + "content_similarity": 0.483, + "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": 0.515, + "content_similarity": 0.419, + "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": 0.449, + "content_similarity": 0.384, + "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": 0.424, + "content_similarity": 0.333, + "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": 0.409, + "content_similarity": 0.342, + "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-45202-4", "pr_numbers": [ @@ -2550,7 +2196,7 @@ "left_pr_number": 45294, "right_pr_number": 45438, "similarity": 0.748, - "content_similarity": 0.766, + "content_similarity": 0.765, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -2577,8 +2223,8 @@ { "left_pr_number": 45294, "right_pr_number": 45883, - "similarity": 0.533, - "content_similarity": 0.45, + "similarity": 0.532, + "content_similarity": 0.449, "size_similarity": 0.933, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -2616,7 +2262,7 @@ "left_pr_number": 45202, "right_pr_number": 45883, "similarity": 0.417, - "content_similarity": 0.376, + "content_similarity": 0.375, "size_similarity": 0.027, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2634,7 +2280,7 @@ { "left_pr_number": 45202, "right_pr_number": 45438, - "similarity": 0.381, + "similarity": 0.38, "content_similarity": 0.429, "size_similarity": 0.01, "breadth_similarity": 0.325, @@ -2654,7 +2300,7 @@ "left_pr_number": 45202, "right_pr_number": 45294, "similarity": 0.295, - "content_similarity": 0.305, + "content_similarity": 0.304, "size_similarity": 0.025, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -2699,7 +2345,7 @@ "left_pr_number": 44680, "right_pr_number": 46478, "similarity": 0.547, - "content_similarity": 0.509, + "content_similarity": 0.508, "size_similarity": 0.552, "breadth_similarity": 0.667, "concentration_similarity": 0.838, @@ -2719,7 +2365,7 @@ "left_pr_number": 45666, "right_pr_number": 46520, "similarity": 0.487, - "content_similarity": 0.518, + "content_similarity": 0.517, "size_similarity": 0.087, "breadth_similarity": 0.625, "concentration_similarity": 0.987, @@ -2739,7 +2385,7 @@ { "left_pr_number": 45666, "right_pr_number": 46478, - "similarity": 0.481, + "similarity": 0.48, "content_similarity": 0.524, "size_similarity": 0.077, "breadth_similarity": 0.625, @@ -2760,7 +2406,7 @@ "left_pr_number": 46478, "right_pr_number": 46520, "similarity": 0.452, - "content_similarity": 0.259, + "content_similarity": 0.258, "size_similarity": 0.879, "breadth_similarity": 1.0, "concentration_similarity": 0.782, @@ -2887,7 +2533,7 @@ "left_pr_number": 46269, "right_pr_number": 46292, "similarity": 0.445, - "content_similarity": 0.449, + "content_similarity": 0.448, "size_similarity": 0.161, "breadth_similarity": 0.585, "concentration_similarity": 0.964, @@ -3024,153 +2670,530 @@ "breadth_similarity": 0.515, "concentration_similarity": 0.832, "shared_filenames": [ - "src/transformers/distributed/tensor_parallel.py", - "src/transformers/modeling_utils.py", - "src/transformers/models/mixtral/configuration_mixtral.py", - "src/transformers/models/olmoe/configuration_olmoe.py", - "src/transformers/models/qwen3_moe/configuration_qwen3_moe.py", - "src/transformers/models/qwen3_omni_moe/configuration_qwen3_omni_moe.py", - "src/transformers/models/qwen3_vl_moe/configuration_qwen3_vl_moe.py" + "src/transformers/distributed/tensor_parallel.py", + "src/transformers/modeling_utils.py", + "src/transformers/models/mixtral/configuration_mixtral.py", + "src/transformers/models/olmoe/configuration_olmoe.py", + "src/transformers/models/qwen3_moe/configuration_qwen3_moe.py", + "src/transformers/models/qwen3_omni_moe/configuration_qwen3_omni_moe.py", + "src/transformers/models/qwen3_vl_moe/configuration_qwen3_vl_moe.py" + ], + "shared_directories": [ + "src/transformers/models/apertus", + "src/transformers/models/arcee", + "src/transformers/models/aria", + "src/transformers/models/cohere", + "src/transformers/models/cohere2", + "src/transformers/models/cwm", + "src/transformers/models/deepseek_v2", + "src/transformers/models/ernie4_5", + "src/transformers/models/eurobert", + "src/transformers/models/exaone4" + ] + } + ] + }, + { + "cluster_id": "pr-scope-44385-4", + "pr_numbers": [ + 44385, + 44615, + 45060, + 46152 + ], + "representative_pr_number": 46152, + "average_similarity": 0.406, + "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #46152.", + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], + "shared_directories": [ + "src/transformers/utils", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 44615, + "right_pr_number": 46152, + "similarity": 0.626, + "content_similarity": 0.555, + "size_similarity": 0.583, + "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": 45060, + "right_pr_number": 46152, + "similarity": 0.439, + "content_similarity": 0.347, + "size_similarity": 0.95, + "breadth_similarity": 0.333, + "concentration_similarity": 0.421, + "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": 0.412, + "content_similarity": 0.343, + "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": 46152, + "similarity": 0.397, + "content_similarity": 0.354, + "size_similarity": 0.217, + "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": 44615, + "right_pr_number": 45060, + "similarity": 0.317, + "content_similarity": 0.243, + "size_similarity": 0.614, + "breadth_similarity": 0.333, + "concentration_similarity": 0.421, + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], + "shared_directories": [ + "src/transformers/utils", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44385, + "right_pr_number": 45060, + "similarity": 0.247, + "content_similarity": 0.179, + "size_similarity": 0.228, + "breadth_similarity": 0.667, + "concentration_similarity": 0.421, + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], + "shared_directories": [ + "src/transformers/utils", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-34925-4", + "pr_numbers": [ + 34925, + 44889, + 44981, + 45917 + ], + "representative_pr_number": 34925, + "average_similarity": 0.386, + "summary": "4 open PRs share weighted file overlap around `src/transformers/trainer.py`, `tests/trainer/test_trainer.py`; representative PR #34925.", + "shared_filenames": [ + "src/transformers/trainer.py", + "tests/trainer/test_trainer.py" + ], + "shared_directories": [ + "tests/trainer", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 34925, + "right_pr_number": 45917, + "similarity": 0.505, + "content_similarity": 0.439, + "size_similarity": 0.39, + "breadth_similarity": 1.0, + "concentration_similarity": 0.78, + "shared_filenames": [ + "tests/trainer/test_trainer.py" + ], + "shared_directories": [ + "src/transformers", + "tests/trainer", + "src", + "tests" + ] + }, + { + "left_pr_number": 34925, + "right_pr_number": 44889, + "similarity": 0.405, + "content_similarity": 0.274, + "size_similarity": 0.444, + "breadth_similarity": 1.0, + "concentration_similarity": 0.928, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "tests/trainer", + "src", + "tests" + ] + }, + { + "left_pr_number": 44889, + "right_pr_number": 44981, + "similarity": 0.397, + "content_similarity": 0.154, + "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" + ] + }, + { + "left_pr_number": 44981, + "right_pr_number": 45917, + "similarity": 0.355, + "content_similarity": 0.109, + "size_similarity": 0.87, + "breadth_similarity": 1.0, + "concentration_similarity": 0.959, + "shared_filenames": [], + "shared_directories": [ + "src/transformers", + "tests/trainer", + "src", + "tests" + ] + }, + { + "left_pr_number": 44889, + "right_pr_number": 45917, + "similarity": 0.33, + "content_similarity": 0.08, + "size_similarity": 0.879, + "breadth_similarity": 1.0, + "concentration_similarity": 0.852, + "shared_filenames": [], + "shared_directories": [ + "src/transformers", + "tests/trainer", + "src", + "tests" + ] + }, + { + "left_pr_number": 34925, + "right_pr_number": 44981, + "similarity": 0.321, + "content_similarity": 0.167, + "size_similarity": 0.448, + "breadth_similarity": 1.0, + "concentration_similarity": 0.74, + "shared_filenames": [ + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/models/apertus", - "src/transformers/models/arcee", - "src/transformers/models/aria", - "src/transformers/models/cohere", - "src/transformers/models/cohere2", - "src/transformers/models/cwm", - "src/transformers/models/deepseek_v2", - "src/transformers/models/ernie4_5", - "src/transformers/models/eurobert", - "src/transformers/models/exaone4" + "src/transformers", + "tests/trainer", + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-44385-4", + "cluster_id": "pr-scope-32189-4", "pr_numbers": [ - 44385, - 44615, - 45060, - 46152 + 32189, + 42655, + 46124, + 46436 ], - "representative_pr_number": 46152, - "average_similarity": 0.406, - "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #46152.", + "representative_pr_number": 46124, + "average_similarity": 0.372, + "summary": "4 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`; representative PR #46124.", "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "tests/generation/test_utils.py", + "src/transformers/generation/candidate_generator.py", + "src/transformers/generation/utils.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/generation", "src/transformers", - "src" + "src", + "tests/generation", + "tests" ], "pairwise": [ { - "left_pr_number": 44615, - "right_pr_number": 46152, - "similarity": 0.626, - "content_similarity": 0.555, - "size_similarity": 0.583, + "left_pr_number": 46124, + "right_pr_number": 46436, + "similarity": 0.458, + "content_similarity": 0.239, + "size_similarity": 0.966, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.922, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "tests/generation/test_utils.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/generation", "src/transformers", - "src" + "tests/generation", + "src", + "tests" ] }, { - "left_pr_number": 45060, - "right_pr_number": 46152, - "similarity": 0.44, - "content_similarity": 0.347, - "size_similarity": 0.95, - "breadth_similarity": 0.333, - "concentration_similarity": 0.421, + "left_pr_number": 32189, + "right_pr_number": 42655, + "similarity": 0.455, + "content_similarity": 0.489, + "size_similarity": 0.231, + "breadth_similarity": 0.5, + "concentration_similarity": 0.568, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/generation/candidate_generator.py", + "src/transformers/generation/utils.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 44385, - "right_pr_number": 44615, - "similarity": 0.412, - "content_similarity": 0.343, - "size_similarity": 0.371, - "breadth_similarity": 0.667, - "concentration_similarity": 1.0, + "left_pr_number": 42655, + "right_pr_number": 46124, + "similarity": 0.405, + "content_similarity": 0.456, + "size_similarity": 0.038, + "breadth_similarity": 0.417, + "concentration_similarity": 0.753, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/generation/candidate_generator.py", + "tests/generation/test_utils.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/generation", "src/transformers", - "src" + "tests/generation", + "src", + "tests" ] }, { - "left_pr_number": 44385, - "right_pr_number": 46152, - "similarity": 0.397, - "content_similarity": 0.354, - "size_similarity": 0.217, - "breadth_similarity": 0.667, - "concentration_similarity": 1.0, + "left_pr_number": 32189, + "right_pr_number": 46124, + "similarity": 0.389, + "content_similarity": 0.344, + "size_similarity": 0.165, + "breadth_similarity": 0.833, + "concentration_similarity": 0.815, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/generation/candidate_generator.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 44615, - "right_pr_number": 45060, - "similarity": 0.317, - "content_similarity": 0.243, - "size_similarity": 0.614, - "breadth_similarity": 0.333, - "concentration_similarity": 0.421, + "left_pr_number": 42655, + "right_pr_number": 46436, + "similarity": 0.283, + "content_similarity": 0.289, + "size_similarity": 0.039, + "breadth_similarity": 0.417, + "concentration_similarity": 0.676, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/generation/utils.py", + "tests/generation/test_utils.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/generation", "src/transformers", - "src" + "tests/generation", + "src", + "tests" ] }, { - "left_pr_number": 44385, - "right_pr_number": 45060, - "similarity": 0.247, - "content_similarity": 0.179, - "size_similarity": 0.228, - "breadth_similarity": 0.667, - "concentration_similarity": 0.421, + "left_pr_number": 32189, + "right_pr_number": 46436, + "similarity": 0.242, + "content_similarity": 0.126, + "size_similarity": 0.171, + "breadth_similarity": 0.833, + "concentration_similarity": 0.892, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/generation/utils.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/generation", "src/transformers", "src" ] } ] }, + { + "cluster_id": "pr-scope-33686-4", + "pr_numbers": [ + 33686, + 44407, + 44550, + 46675 + ], + "representative_pr_number": 44550, + "average_similarity": 0.36, + "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": 0.388, + "content_similarity": 0.126, + "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": 44550, + "right_pr_number": 46675, + "similarity": 0.361, + "content_similarity": 0.097, + "size_similarity": 0.955, + "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": 44550, + "similarity": 0.359, + "content_similarity": 0.094, + "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": 46675, + "similarity": 0.352, + "content_similarity": 0.084, + "size_similarity": 0.955, + "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": 0.081, + "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": 44407, + "right_pr_number": 46675, + "similarity": 0.349, + "content_similarity": 0.089, + "size_similarity": 0.913, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + "docs/source/en", + "docs/source", + "docs" + ] + } + ] + }, { "cluster_id": "pr-scope-44066-3", "pr_numbers": [ @@ -3289,7 +3312,7 @@ "left_pr_number": 46554, "right_pr_number": 46563, "similarity": 0.873, - "content_similarity": 0.996, + "content_similarity": 0.997, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3327,7 +3350,7 @@ 46474 ], "representative_pr_number": 46173, - "average_similarity": 0.833, + "average_similarity": 0.603, "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #46173.", "shared_filenames": [ "src/transformers/cache_utils.py" @@ -3338,11 +3361,11 @@ ], "pairwise": [ { - "left_pr_number": 46173, - "right_pr_number": 46474, - "similarity": 1.0, - "content_similarity": 1.0, - "size_similarity": 1.0, + "left_pr_number": 44893, + "right_pr_number": 46173, + "similarity": 0.752, + "content_similarity": 0.812, + "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -3354,11 +3377,11 @@ ] }, { - "left_pr_number": 44893, - "right_pr_number": 46173, - "similarity": 0.75, - "content_similarity": 0.809, - "size_similarity": 0.222, + "left_pr_number": 46173, + "right_pr_number": 46474, + "similarity": 0.617, + "content_similarity": 0.453, + "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -3372,8 +3395,8 @@ { "left_pr_number": 44893, "right_pr_number": 46474, - "similarity": 0.75, - "content_similarity": 0.809, + "similarity": 0.44, + "content_similarity": 0.366, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3388,79 +3411,81 @@ ] }, { - "cluster_id": "pr-scope-46647-3", + "cluster_id": "pr-scope-44940-3", "pr_numbers": [ - 46647, - 46648, - 46649 + 44940, + 46207, + 46632 ], - "representative_pr_number": 46648, - "average_similarity": 0.66, - "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_rope_utils.py`, `src/transformers/processing_utils.py`, `src/transformers/models/mobilebert/modeling_mobilebert.py`; representative PR #46648.", + "representative_pr_number": 46632, + "average_similarity": 0.573, + "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46632.", "shared_filenames": [ - "src/transformers/modeling_rope_utils.py", - "src/transformers/processing_utils.py", - "src/transformers/models/mobilebert/modeling_mobilebert.py" + "tests/utils/test_modeling_utils.py", + "src/transformers/modeling_utils.py" ], "shared_directories": [ + "tests/utils", "src/transformers", - "src", - "src/transformers/models/mobilebert", - "src/transformers/models" + "tests", + "src" ], "pairwise": [ { - "left_pr_number": 46648, - "right_pr_number": 46649, - "similarity": 0.845, - "content_similarity": 0.87, - "size_similarity": 0.8, - "breadth_similarity": 0.708, - "concentration_similarity": 0.9, + "left_pr_number": 46207, + "right_pr_number": 46632, + "similarity": 0.623, + "content_similarity": 0.536, + "size_similarity": 0.673, + "breadth_similarity": 1.0, + "concentration_similarity": 0.935, "shared_filenames": [ - "src/transformers/modeling_rope_utils.py", - "src/transformers/models/mobilebert/modeling_mobilebert.py", - "src/transformers/processing_utils.py" + "src/transformers/modeling_utils.py", + "tests/utils/test_modeling_utils.py" ], "shared_directories": [ - "src/transformers/models/mobilebert", - "src/transformers/models", "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 46647, - "right_pr_number": 46648, - "similarity": 0.616, - "content_similarity": 0.654, - "size_similarity": 0.5, - "breadth_similarity": 0.583, - "concentration_similarity": 0.5, + "left_pr_number": 44940, + "right_pr_number": 46632, + "similarity": 0.554, + "content_similarity": 0.512, + "size_similarity": 0.446, + "breadth_similarity": 0.833, + "concentration_similarity": 0.903, "shared_filenames": [ - "src/transformers/modeling_rope_utils.py", - "src/transformers/processing_utils.py" + "src/transformers/modeling_utils.py", + "tests/utils/test_modeling_utils.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 46647, - "right_pr_number": 46649, - "similarity": 0.52, - "content_similarity": 0.569, - "size_similarity": 0.4, - "breadth_similarity": 0.417, - "concentration_similarity": 0.4, + "left_pr_number": 44940, + "right_pr_number": 46207, + "similarity": 0.541, + "content_similarity": 0.452, + "size_similarity": 0.662, + "breadth_similarity": 0.833, + "concentration_similarity": 0.839, "shared_filenames": [ - "src/transformers/modeling_rope_utils.py", - "src/transformers/processing_utils.py" + "src/transformers/modeling_utils.py", + "tests/utils/test_modeling_utils.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] } ] @@ -3557,7 +3582,7 @@ "left_pr_number": 44059, "right_pr_number": 44676, "similarity": 0.678, - "content_similarity": 0.742, + "content_similarity": 0.741, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3575,7 +3600,7 @@ "left_pr_number": 44015, "right_pr_number": 44059, "similarity": 0.611, - "content_similarity": 0.675, + "content_similarity": 0.674, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -3609,86 +3634,6 @@ } ] }, - { - "cluster_id": "pr-scope-44940-3", - "pr_numbers": [ - 44940, - 46207, - 46632 - ], - "representative_pr_number": 46632, - "average_similarity": 0.565, - "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46632.", - "shared_filenames": [ - "tests/utils/test_modeling_utils.py", - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "tests/utils", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46207, - "right_pr_number": 46632, - "similarity": 0.616, - "content_similarity": 0.526, - "size_similarity": 0.673, - "breadth_similarity": 1.0, - "concentration_similarity": 0.935, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 44940, - "right_pr_number": 46632, - "similarity": 0.546, - "content_similarity": 0.501, - "size_similarity": 0.446, - "breadth_similarity": 0.833, - "concentration_similarity": 0.903, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 44940, - "right_pr_number": 46207, - "similarity": 0.533, - "content_similarity": 0.441, - "size_similarity": 0.662, - "breadth_similarity": 0.833, - "concentration_similarity": 0.839, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-43997-3", "pr_numbers": [ @@ -3750,7 +3695,7 @@ { "left_pr_number": 43997, "right_pr_number": 44019, - "similarity": 0.275, + "similarity": 0.276, "content_similarity": 0.025, "size_similarity": 0.722, "breadth_similarity": 1.0, @@ -3772,7 +3717,7 @@ 46196 ], "representative_pr_number": 44114, - "average_similarity": 0.527, + "average_similarity": 0.526, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/wavlm/modeling_wavlm.py`, `src/transformers/models/hubert/modeling_hubert.py`; representative PR #44114.", "shared_filenames": [ "src/transformers/models/data2vec/modeling_data2vec_audio.py", @@ -3831,8 +3776,8 @@ { "left_pr_number": 44114, "right_pr_number": 45720, - "similarity": 0.504, - "content_similarity": 0.426, + "similarity": 0.502, + "content_similarity": 0.424, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, @@ -3864,8 +3809,8 @@ { "left_pr_number": 45720, "right_pr_number": 46196, - "similarity": 0.397, - "content_similarity": 0.326, + "similarity": 0.396, + "content_similarity": 0.324, "size_similarity": 0.263, "breadth_similarity": 0.798, "concentration_similarity": 0.994, @@ -3904,7 +3849,7 @@ 44682 ], "representative_pr_number": 43656, - "average_similarity": 0.481, + "average_similarity": 0.48, "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.", "shared_filenames": [ "src/transformers/cli/serve.py" @@ -3918,8 +3863,8 @@ { "left_pr_number": 43656, "right_pr_number": 43842, - "similarity": 0.584, - "content_similarity": 0.573, + "similarity": 0.583, + "content_similarity": 0.572, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3935,8 +3880,8 @@ { "left_pr_number": 43656, "right_pr_number": 44682, - "similarity": 0.447, - "content_similarity": 0.5, + "similarity": 0.445, + "content_similarity": 0.497, "size_similarity": 0.048, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -3952,8 +3897,8 @@ { "left_pr_number": 43842, "right_pr_number": 44682, - "similarity": 0.413, - "content_similarity": 0.459, + "similarity": 0.411, + "content_similarity": 0.456, "size_similarity": 0.011, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -3969,151 +3914,167 @@ ] }, { - "cluster_id": "pr-scope-45548-3", + "cluster_id": "pr-scope-43532-3", "pr_numbers": [ - 45548, - 45649, - 45655 + 43532, + 43649, + 46539 ], - "representative_pr_number": 45649, - "average_similarity": 0.449, - "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", + "representative_pr_number": 43649, + "average_similarity": 0.456, + "summary": "3 open PRs share weighted file overlap around `.github/workflows/self-scheduled.yml`, `utils/split_model_tests.py`, `.github/workflows/self-scheduled-caller.yml`; representative PR #43649.", "shared_filenames": [ - "src/transformers/modeling_utils.py" + ".github/workflows/self-scheduled.yml", + "utils/split_model_tests.py", + ".github/workflows/self-scheduled-caller.yml", + "utils/notification_service.py", + "tests/models/vit/test_modeling_vit.py", + ".github/workflows/self-comment-ci.yml", + "src/transformers/testing_utils.py" ], "shared_directories": [ + ".github/workflows", + "tests/models", + ".github", + "utils", + "tests", + "tests/models/vit", "src/transformers", "src" ], "pairwise": [ { - "left_pr_number": 45548, - "right_pr_number": 45649, - "similarity": 0.507, - "content_similarity": 0.514, - "size_similarity": 0.149, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, + "left_pr_number": 43532, + "right_pr_number": 43649, + "similarity": 0.493, + "content_similarity": 0.43, + "size_similarity": 0.395, + "breadth_similarity": 0.875, + "concentration_similarity": 0.893, "shared_filenames": [ - "src/transformers/modeling_utils.py" + ".github/workflows/self-comment-ci.yml", + ".github/workflows/self-scheduled.yml", + "tests/models/vit/test_modeling_vit.py", + "utils/notification_service.py" ], "shared_directories": [ - "src/transformers", - "src" + "tests/models/vit", + ".github/workflows", + "tests/models", + ".github", + "tests", + "utils" ] }, { - "left_pr_number": 45649, - "right_pr_number": 45655, - "similarity": 0.496, - "content_similarity": 0.328, - "size_similarity": 0.778, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 43649, + "right_pr_number": 46539, + "similarity": 0.473, + "content_similarity": 0.371, + "size_similarity": 0.555, + "breadth_similarity": 0.838, + "concentration_similarity": 0.941, "shared_filenames": [ - "src/transformers/modeling_utils.py" + ".github/workflows/self-scheduled-caller.yml", + ".github/workflows/self-scheduled.yml", + "utils/split_model_tests.py" ], "shared_directories": [ - "src/transformers", - "src" + ".github/workflows", + "tests/models", + ".github", + "tests", + "utils" ] }, { - "left_pr_number": 45548, - "right_pr_number": 45655, - "similarity": 0.343, - "content_similarity": 0.27, - "size_similarity": 0.191, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, + "left_pr_number": 43532, + "right_pr_number": 46539, + "similarity": 0.401, + "content_similarity": 0.234, + "size_similarity": 0.713, + "breadth_similarity": 0.829, + "concentration_similarity": 0.952, "shared_filenames": [ - "src/transformers/modeling_utils.py" + ".github/workflows/self-scheduled.yml", + "src/transformers/testing_utils.py" ], "shared_directories": [ + ".github/workflows", "src/transformers", - "src" + "tests/models", + ".github", + "src", + "tests", + "utils" ] } ] }, { - "cluster_id": "pr-scope-46124-3", + "cluster_id": "pr-scope-45548-3", "pr_numbers": [ - 46124, - 46436, - 46615 + 45548, + 45649, + 45655 ], - "representative_pr_number": 46436, - "average_similarity": 0.448, - "summary": "3 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #46436.", + "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.", "shared_filenames": [ - "tests/generation/test_utils.py", - "src/transformers/generation/utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", - "tests/generation", "src/transformers", - "tests", "src" ], "pairwise": [ { - "left_pr_number": 46436, - "right_pr_number": 46615, - "similarity": 0.531, - "content_similarity": 0.494, - "size_similarity": 0.296, - "breadth_similarity": 1.0, - "concentration_similarity": 0.805, + "left_pr_number": 45548, + "right_pr_number": 45649, + "similarity": 0.508, + "content_similarity": 0.516, + "size_similarity": 0.149, + "breadth_similarity": 0.75, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py", - "tests/generation/test_utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "tests/generation", - "src", - "tests" + "src" ] }, { - "left_pr_number": 46124, - "right_pr_number": 46436, - "similarity": 0.453, - "content_similarity": 0.232, - "size_similarity": 0.966, + "left_pr_number": 45649, + "right_pr_number": 45655, + "similarity": 0.498, + "content_similarity": 0.331, + "size_similarity": 0.778, "breadth_similarity": 1.0, - "concentration_similarity": 0.922, + "concentration_similarity": 1.0, "shared_filenames": [ - "tests/generation/test_utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "tests/generation", - "src", - "tests" + "src" ] }, { - "left_pr_number": 46124, - "right_pr_number": 46615, - "similarity": 0.359, - "content_similarity": 0.246, - "size_similarity": 0.286, - "breadth_similarity": 1.0, - "concentration_similarity": 0.883, + "left_pr_number": 45548, + "right_pr_number": 45655, + "similarity": 0.344, + "content_similarity": 0.272, + "size_similarity": 0.191, + "breadth_similarity": 0.75, + "concentration_similarity": 1.0, "shared_filenames": [ - "tests/generation/test_utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "tests/generation", - "src", - "tests" + "src" ] } ] @@ -4145,7 +4106,7 @@ "left_pr_number": 45413, "right_pr_number": 46643, "similarity": 0.474, - "content_similarity": 0.376, + "content_similarity": 0.377, "size_similarity": 0.571, "breadth_similarity": 0.833, "concentration_similarity": 0.821, @@ -4164,7 +4125,7 @@ { "left_pr_number": 42112, "right_pr_number": 46643, - "similarity": 0.417, + "similarity": 0.418, "content_similarity": 0.456, "size_similarity": 0.029, "breadth_similarity": 0.521, @@ -4287,256 +4248,6 @@ } ] }, - { - "cluster_id": "pr-scope-46595-3", - "pr_numbers": [ - 46595, - 46642, - 46654 - ], - "representative_pr_number": 46654, - "average_similarity": 0.384, - "summary": "3 open PRs share weighted file overlap around `tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py`, `src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py`, `src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py`; representative PR #46654.", - "shared_filenames": [ - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py", - "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", - "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py", - "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py", - "src/transformers/models/gemma4/modular_gemma4.py", - "src/transformers/models/gemma4/modeling_gemma4.py" - ], - "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "tests/models/diffusion_gemma", - "src/transformers/models", - "tests/models", - "src/transformers", - "tests", - "src", - "src/transformers/models/gemma4" - ], - "pairwise": [ - { - "left_pr_number": 46642, - "right_pr_number": 46654, - "similarity": 0.459, - "content_similarity": 0.353, - "size_similarity": 0.547, - "breadth_similarity": 0.85, - "concentration_similarity": 0.893, - "shared_filenames": [ - "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py", - "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py", - "src/transformers/models/gemma4/modeling_gemma4.py", - "src/transformers/models/gemma4/modular_gemma4.py", - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" - ], - "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "src/transformers/models/gemma4", - "src/transformers/models", - "tests/models/diffusion_gemma", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 46595, - "right_pr_number": 46654, - "similarity": 0.377, - "content_similarity": 0.28, - "size_similarity": 0.562, - "breadth_similarity": 0.522, - "concentration_similarity": 0.893, - "shared_filenames": [ - "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" - ], - "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "src/transformers/models", - "tests/models/diffusion_gemma", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 46595, - "right_pr_number": 46642, - "similarity": 0.316, - "content_similarity": 0.105, - "size_similarity": 0.973, - "breadth_similarity": 0.575, - "concentration_similarity": 0.786, - "shared_filenames": [ - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" - ], - "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "src/transformers/models", - "tests/models/diffusion_gemma", - "src/transformers", - "tests/models", - "src", - "tests" - ] - } - ] - }, - { - "cluster_id": "pr-scope-42655-3", - "pr_numbers": [ - 42655, - 43875, - 46446 - ], - "representative_pr_number": 46446, - "average_similarity": 0.37, - "summary": "3 open PRs share weighted file overlap around `tests/utils/test_cache_utils.py`, `src/transformers/cache_utils.py`, `src/transformers/generation/utils.py`; representative PR #46446.", - "shared_filenames": [ - "tests/utils/test_cache_utils.py", - "src/transformers/cache_utils.py", - "src/transformers/generation/utils.py" - ], - "shared_directories": [ - "tests/utils", - "src/transformers", - "tests", - "src", - "src/transformers/generation" - ], - "pairwise": [ - { - "left_pr_number": 42655, - "right_pr_number": 46446, - "similarity": 0.423, - "content_similarity": 0.351, - "size_similarity": 0.305, - "breadth_similarity": 0.875, - "concentration_similarity": 0.874, - "shared_filenames": [ - "src/transformers/cache_utils.py", - "src/transformers/generation/utils.py", - "tests/utils/test_cache_utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 43875, - "right_pr_number": 46446, - "similarity": 0.406, - "content_similarity": 0.411, - "size_similarity": 0.138, - "breadth_similarity": 0.5, - "concentration_similarity": 0.951, - "shared_filenames": [ - "src/transformers/cache_utils.py", - "tests/utils/test_cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 42655, - "right_pr_number": 43875, - "similarity": 0.282, - "content_similarity": 0.268, - "size_similarity": 0.042, - "breadth_similarity": 0.417, - "concentration_similarity": 0.923, - "shared_filenames": [ - "src/transformers/cache_utils.py", - "tests/utils/test_cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - } - ] - }, - { - "cluster_id": "pr-scope-33686-3", - "pr_numbers": [ - 33686, - 44407, - 44550 - ], - "representative_pr_number": 44550, - "average_similarity": 0.365, - "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": 0.387, - "content_similarity": 0.125, - "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": 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" - ] - } - ] - }, { "cluster_id": "pr-scope-44018-2", "pr_numbers": [ @@ -4561,68 +4272,21 @@ ], "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-46616-2", - "pr_numbers": [ - 46616, - 46638 - ], - "representative_pr_number": 46616, - "average_similarity": 0.97, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/wav2vec2_phoneme/tokenization_wav2vec2_phoneme.py`, `tests/models/wav2vec2_phoneme/test_tokenization_wav2vec2_phoneme.py`; representative PR #46616.", - "shared_filenames": [ - "src/transformers/models/wav2vec2_phoneme/tokenization_wav2vec2_phoneme.py", - "tests/models/wav2vec2_phoneme/test_tokenization_wav2vec2_phoneme.py" - ], - "shared_directories": [ - "src/transformers/models/wav2vec2_phoneme", - "tests/models/wav2vec2_phoneme", - "src/transformers/models", - "tests/models", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46616, - "right_pr_number": 46638, - "similarity": 0.97, + "left_pr_number": 44018, + "right_pr_number": 44068, + "similarity": 0.989, "content_similarity": 0.998, - "size_similarity": 0.812, + "size_similarity": 0.932, "breadth_similarity": 1.0, - "concentration_similarity": 0.986, + "concentration_similarity": 0.999, "shared_filenames": [ - "src/transformers/models/wav2vec2_phoneme/tokenization_wav2vec2_phoneme.py", - "tests/models/wav2vec2_phoneme/test_tokenization_wav2vec2_phoneme.py" + "src/transformers/models/gpt_neo/modeling_gpt_neo.py", + "tests/models/gpt_neo/test_modeling_gpt_neo.py" ], "shared_directories": [ - "src/transformers/models/wav2vec2_phoneme", + "src/transformers/models/gpt_neo", "src/transformers/models", - "tests/models/wav2vec2_phoneme", + "tests/models/gpt_neo", "src/transformers", "tests/models", "src", @@ -4695,71 +4359,6 @@ } ] }, - { - "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": 0.944, - "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": [ @@ -4804,7 +4403,7 @@ 46267 ], "representative_pr_number": 45847, - "average_similarity": 0.854, + "average_similarity": 0.856, "summary": "2 open PRs share weighted file overlap around `docs/source/en/chat_response_parsing.md`, `src/transformers/cli/serving/utils.py`, `src/transformers/models/gemma4/convert_gemma4_weights.py`; representative PR #45847.", "shared_filenames": [ "docs/source/en/chat_response_parsing.md", @@ -4830,8 +4429,8 @@ { "left_pr_number": 45847, "right_pr_number": 46267, - "similarity": 0.854, - "content_similarity": 0.85, + "similarity": 0.856, + "content_similarity": 0.852, "size_similarity": 0.811, "breadth_similarity": 0.925, "concentration_similarity": 0.9, @@ -4923,7 +4522,7 @@ "left_pr_number": 45639, "right_pr_number": 45645, "similarity": 0.777, - "content_similarity": 0.837, + "content_similarity": 0.836, "size_similarity": 0.646, "breadth_similarity": 0.5, "concentration_similarity": 0.893, @@ -5112,7 +4711,7 @@ 46461 ], "representative_pr_number": 42824, - "average_similarity": 0.717, + "average_similarity": 0.718, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_feature_extraction_utils.py`, `src/transformers/feature_extraction_utils.py`; representative PR #42824.", "shared_filenames": [ "tests/utils/test_feature_extraction_utils.py", @@ -5128,8 +4727,8 @@ { "left_pr_number": 42824, "right_pr_number": 46461, - "similarity": 0.717, - "content_similarity": 0.747, + "similarity": 0.718, + "content_similarity": 0.748, "size_similarity": 0.652, "breadth_similarity": 0.5, "concentration_similarity": 0.928, @@ -5205,7 +4804,7 @@ "left_pr_number": 43779, "right_pr_number": 43816, "similarity": 0.663, - "content_similarity": 0.68, + "content_similarity": 0.679, "size_similarity": 0.25, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5284,7 +4883,7 @@ "left_pr_number": 45682, "right_pr_number": 46442, "similarity": 0.609, - "content_similarity": 0.678, + "content_similarity": 0.677, "size_similarity": 0.435, "breadth_similarity": 0.31, "concentration_similarity": 0.773, @@ -5500,7 +5099,7 @@ 46177 ], "representative_pr_number": 45541, - "average_similarity": 0.526, + "average_similarity": 0.525, "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.", "shared_filenames": [ "src/transformers/tokenization_utils_base.py" @@ -5513,8 +5112,8 @@ { "left_pr_number": 45541, "right_pr_number": 46177, - "similarity": 0.526, - "content_similarity": 0.426, + "similarity": 0.525, + "content_similarity": 0.425, "size_similarity": 0.519, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5535,7 +5134,7 @@ 46523 ], "representative_pr_number": 43488, - "average_similarity": 0.514, + "average_similarity": 0.513, "summary": "2 open PRs share weighted file overlap around `src/transformers/dependency_versions_table.py`, `setup.py`; representative PR #43488.", "shared_filenames": [ "src/transformers/dependency_versions_table.py", @@ -5549,8 +5148,8 @@ { "left_pr_number": 43488, "right_pr_number": 46523, - "similarity": 0.514, - "content_similarity": 0.349, + "similarity": 0.513, + "content_similarity": 0.348, "size_similarity": 1.0, "breadth_similarity": 0.833, "concentration_similarity": 0.727, @@ -5572,7 +5171,7 @@ 45128 ], "representative_pr_number": 45056, - "average_similarity": 0.508, + "average_similarity": 0.512, "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" @@ -5586,8 +5185,8 @@ { "left_pr_number": 45056, "right_pr_number": 45128, - "similarity": 0.508, - "content_similarity": 0.406, + "similarity": 0.512, + "content_similarity": 0.411, "size_similarity": 0.669, "breadth_similarity": 0.875, "concentration_similarity": 0.724, @@ -5663,55 +5262,6 @@ } ] }, - { - "cluster_id": "pr-scope-43532-2", - "pr_numbers": [ - 43532, - 43649 - ], - "representative_pr_number": 43532, - "average_similarity": 0.492, - "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`, `tests/models/vit/test_modeling_vit.py`; representative PR #43532.", - "shared_filenames": [ - "utils/notification_service.py", - ".github/workflows/self-scheduled.yml", - "tests/models/vit/test_modeling_vit.py", - ".github/workflows/self-comment-ci.yml" - ], - "shared_directories": [ - "tests/models/vit", - ".github/workflows", - "tests/models", - ".github", - "utils", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 43532, - "right_pr_number": 43649, - "similarity": 0.492, - "content_similarity": 0.429, - "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-46310-2", "pr_numbers": [ @@ -5760,7 +5310,7 @@ 45868 ], "representative_pr_number": 45540, - "average_similarity": 0.487, + "average_similarity": 0.486, "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", @@ -5780,7 +5330,7 @@ { "left_pr_number": 45540, "right_pr_number": 45868, - "similarity": 0.487, + "similarity": 0.486, "content_similarity": 0.358, "size_similarity": 0.593, "breadth_similarity": 1.0, @@ -5867,39 +5417,6 @@ } ] }, - { - "cluster_id": "pr-scope-45790-2", - "pr_numbers": [ - 45790, - 46606 - ], - "representative_pr_number": 45790, - "average_similarity": 0.472, - "summary": "2 open PRs share weighted file overlap around `.github/PULL_REQUEST_TEMPLATE.md`; representative PR #45790.", - "shared_filenames": [ - ".github/PULL_REQUEST_TEMPLATE.md" - ], - "shared_directories": [ - ".github" - ], - "pairwise": [ - { - "left_pr_number": 45790, - "right_pr_number": 46606, - "similarity": 0.472, - "content_similarity": 0.456, - "size_similarity": 0.667, - "breadth_similarity": 0.333, - "concentration_similarity": 0.4, - "shared_filenames": [ - ".github/PULL_REQUEST_TEMPLATE.md" - ], - "shared_directories": [ - ".github" - ] - } - ] - }, { "cluster_id": "pr-scope-46113-2", "pr_numbers": [ @@ -6064,6 +5581,63 @@ } ] }, + { + "cluster_id": "pr-scope-46642-2", + "pr_numbers": [ + 46642, + 46654 + ], + "representative_pr_number": 46642, + "average_similarity": 0.455, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py`, `tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py`, `src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py`; representative PR #46642.", + "shared_filenames": [ + "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py", + "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py", + "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py", + "src/transformers/models/gemma4/modular_gemma4.py", + "tests/test_modeling_common.py", + "src/transformers/models/gemma4/modeling_gemma4.py" + ], + "shared_directories": [ + "src/transformers/models/diffusion_gemma", + "src/transformers/models/gemma4", + "tests/models/diffusion_gemma", + "src/transformers/models", + "tests/models", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46642, + "right_pr_number": 46654, + "similarity": 0.455, + "content_similarity": 0.339, + "size_similarity": 0.549, + "breadth_similarity": 0.909, + "concentration_similarity": 0.901, + "shared_filenames": [ + "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py", + "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py", + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py", + "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py", + "tests/test_modeling_common.py" + ], + "shared_directories": [ + "src/transformers/models/diffusion_gemma", + "src/transformers/models/gemma4", + "src/transformers/models", + "tests/models/diffusion_gemma", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-46127-2", "pr_numbers": [ @@ -6071,7 +5645,7 @@ 46257 ], "representative_pr_number": 46127, - "average_similarity": 0.438, + "average_similarity": 0.436, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.", "shared_filenames": [ "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py" @@ -6086,8 +5660,8 @@ { "left_pr_number": 46127, "right_pr_number": 46257, - "similarity": 0.438, - "content_similarity": 0.436, + "similarity": 0.436, + "content_similarity": 0.433, "size_similarity": 0.053, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -6162,6 +5736,41 @@ } ] }, + { + "cluster_id": "pr-scope-46473-2", + "pr_numbers": [ + 46473, + 46671 + ], + "representative_pr_number": 46473, + "average_similarity": 0.42, + "summary": "2 open PRs cluster in `src/transformers/cli/serving`, `src/transformers/cli`, `src/transformers` with similar change breadth; representative PR #46473.", + "shared_filenames": [], + "shared_directories": [ + "src/transformers/cli/serving", + "src/transformers/cli", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46473, + "right_pr_number": 46671, + "similarity": 0.42, + "content_similarity": 0.191, + "size_similarity": 0.909, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + "src/transformers/cli/serving", + "src/transformers/cli", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-44606-2", "pr_numbers": [ @@ -6183,7 +5792,7 @@ "left_pr_number": 44606, "right_pr_number": 45086, "similarity": 0.412, - "content_similarity": 0.327, + "content_similarity": 0.326, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -6252,6 +5861,47 @@ } ] }, + { + "cluster_id": "pr-scope-43875-2", + "pr_numbers": [ + 43875, + 46446 + ], + "representative_pr_number": 43875, + "average_similarity": 0.405, + "summary": "2 open PRs share weighted file overlap around `tests/utils/test_cache_utils.py`, `src/transformers/cache_utils.py`; representative PR #43875.", + "shared_filenames": [ + "tests/utils/test_cache_utils.py", + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "tests/utils", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 43875, + "right_pr_number": 46446, + "similarity": 0.405, + "content_similarity": 0.41, + "size_similarity": 0.138, + "breadth_similarity": 0.5, + "concentration_similarity": 0.951, + "shared_filenames": [ + "src/transformers/cache_utils.py", + "tests/utils/test_cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "tests/utils", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-43446-2", "pr_numbers": [ @@ -6359,7 +6009,7 @@ 46503 ], "representative_pr_number": 46501, - "average_similarity": 0.365, + "average_similarity": 0.366, "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46501.", "shared_filenames": [], "shared_directories": [ @@ -6370,8 +6020,8 @@ { "left_pr_number": 46501, "right_pr_number": 46503, - "similarity": 0.365, - "content_similarity": 0.093, + "similarity": 0.366, + "content_similarity": 0.095, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -6390,7 +6040,7 @@ 45552 ], "representative_pr_number": 44642, - "average_similarity": 0.36, + "average_similarity": 0.364, "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.", "shared_filenames": [ "src/transformers/utils/auto_docstring.py" @@ -6404,8 +6054,8 @@ { "left_pr_number": 44642, "right_pr_number": 45552, - "similarity": 0.36, - "content_similarity": 0.264, + "similarity": 0.364, + "content_similarity": 0.271, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -6440,7 +6090,7 @@ "left_pr_number": 43826, "right_pr_number": 46573, "similarity": 0.35, - "content_similarity": 0.072, + "content_similarity": 0.071, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -6452,39 +6102,6 @@ ] } ] - }, - { - "cluster_id": "pr-scope-45999-2", - "pr_numbers": [ - 45999, - 46473 - ], - "representative_pr_number": 45999, - "average_similarity": 0.34, - "summary": "2 open PRs cluster in `src/transformers/cli`, `src/transformers`, `src` with similar change breadth; representative PR #45999.", - "shared_filenames": [], - "shared_directories": [ - "src/transformers/cli", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45999, - "right_pr_number": 46473, - "similarity": 0.34, - "content_similarity": 0.091, - "size_similarity": 0.846, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "src/transformers/cli", - "src/transformers", - "src" - ] - } - ] } ] }