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": "20260608T120020Z", - "generated_at": "2026-06-08T12:02:39Z", - "cluster_count": 66, + "snapshot_id": "20260608T180018Z", + "generated_at": "2026-06-08T18:02:50Z", + "cluster_count": 64, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-10", @@ -19,7 +19,7 @@ 45273 ], "representative_pr_number": 45067, - "average_similarity": 0.425, + "average_similarity": 0.424, "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" @@ -64,7 +64,7 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.542, + "similarity": 0.541, "content_similarity": 0.405, "size_similarity": 0.72, "breadth_similarity": 1.0, @@ -81,7 +81,7 @@ "left_pr_number": 43651, "right_pr_number": 45067, "similarity": 0.523, - "content_similarity": 0.379, + "content_similarity": 0.378, "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": 0.502, - "content_similarity": 0.406, + "similarity": 0.501, + "content_similarity": 0.405, "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": 0.489, - "content_similarity": 0.27, + "similarity": 0.488, + "content_similarity": 0.269, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -129,7 +129,7 @@ "left_pr_number": 44123, "right_pr_number": 45067, "similarity": 0.483, - "content_similarity": 0.379, + "content_similarity": 0.378, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -144,8 +144,8 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.469, - "content_similarity": 0.313, + "similarity": 0.468, + "content_similarity": 0.312, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -158,11 +158,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44660, - "similarity": 0.464, - "content_similarity": 0.397, - "size_similarity": 0.24, + "left_pr_number": 43636, + "right_pr_number": 43663, + "similarity": 0.463, + "content_similarity": 0.353, + "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -174,11 +174,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43663, + "left_pr_number": 43663, + "right_pr_number": 44660, "similarity": 0.463, - "content_similarity": 0.353, - "size_similarity": 0.44, + "content_similarity": 0.396, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -193,7 +193,7 @@ "left_pr_number": 44189, "right_pr_number": 45055, "similarity": 0.452, - "content_similarity": 0.271, + "content_similarity": 0.27, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -208,8 +208,8 @@ { "left_pr_number": 43663, "right_pr_number": 44189, - "similarity": 0.45, - "content_similarity": 0.394, + "similarity": 0.449, + "content_similarity": 0.393, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -225,7 +225,7 @@ "left_pr_number": 43636, "right_pr_number": 45067, "similarity": 0.447, - "content_similarity": 0.33, + "content_similarity": 0.329, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -241,7 +241,7 @@ "left_pr_number": 44660, "right_pr_number": 45067, "similarity": 0.445, - "content_similarity": 0.371, + "content_similarity": 0.37, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -272,8 +272,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.438, - "content_similarity": 0.268, + "similarity": 0.437, + "content_similarity": 0.267, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -288,7 +288,7 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.429, + "similarity": 0.428, "content_similarity": 0.328, "size_similarity": 0.327, "breadth_similarity": 1.0, @@ -304,7 +304,7 @@ { "left_pr_number": 43636, "right_pr_number": 44660, - "similarity": 0.428, + "similarity": 0.427, "content_similarity": 0.28, "size_similarity": 0.545, "breadth_similarity": 1.0, @@ -320,7 +320,7 @@ { "left_pr_number": 43651, "right_pr_number": 44660, - "similarity": 0.425, + "similarity": 0.424, "content_similarity": 0.321, "size_similarity": 0.333, "breadth_similarity": 1.0, @@ -337,7 +337,7 @@ "left_pr_number": 43663, "right_pr_number": 44257, "similarity": 0.424, - "content_similarity": 0.34, + "content_similarity": 0.339, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -352,8 +352,8 @@ { "left_pr_number": 44660, "right_pr_number": 45055, - "similarity": 0.416, - "content_similarity": 0.273, + "similarity": 0.415, + "content_similarity": 0.272, "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": 0.409, - "content_similarity": 0.344, + "similarity": 0.408, + "content_similarity": 0.343, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -385,7 +385,7 @@ "left_pr_number": 44257, "right_pr_number": 45067, "similarity": 0.408, - "content_similarity": 0.318, + "content_similarity": 0.317, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -400,7 +400,7 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.407, + "similarity": 0.406, "content_similarity": 0.319, "size_similarity": 0.222, "breadth_similarity": 1.0, @@ -448,8 +448,8 @@ { "left_pr_number": 43651, "right_pr_number": 44257, - "similarity": 0.393, - "content_similarity": 0.276, + "similarity": 0.392, + "content_similarity": 0.275, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -464,7 +464,7 @@ { "left_pr_number": 45055, "right_pr_number": 45067, - "similarity": 0.393, + "similarity": 0.392, "content_similarity": 0.321, "size_similarity": 0.12, "breadth_similarity": 1.0, @@ -481,7 +481,7 @@ "left_pr_number": 45055, "right_pr_number": 45273, "similarity": 0.392, - "content_similarity": 0.203, + "content_similarity": 0.202, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -497,7 +497,7 @@ "left_pr_number": 44123, "right_pr_number": 44660, "similarity": 0.391, - "content_similarity": 0.322, + "content_similarity": 0.321, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -512,8 +512,8 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.389, - "content_similarity": 0.234, + "similarity": 0.388, + "content_similarity": 0.233, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -528,7 +528,7 @@ { "left_pr_number": 44189, "right_pr_number": 45273, - "similarity": 0.388, + "similarity": 0.387, "content_similarity": 0.232, "size_similarity": 0.5, "breadth_similarity": 1.0, @@ -577,7 +577,7 @@ "left_pr_number": 43651, "right_pr_number": 45055, "similarity": 0.37, - "content_similarity": 0.279, + "content_similarity": 0.278, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -592,8 +592,8 @@ { "left_pr_number": 43663, "right_pr_number": 45273, - "similarity": 0.369, - "content_similarity": 0.295, + "similarity": 0.368, + "content_similarity": 0.294, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -608,8 +608,8 @@ { "left_pr_number": 44660, "right_pr_number": 45273, - "similarity": 0.364, - "content_similarity": 0.234, + "similarity": 0.363, + "content_similarity": 0.233, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -624,8 +624,8 @@ { "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.361, - "content_similarity": 0.243, + "similarity": 0.36, + "content_similarity": 0.242, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -641,7 +641,7 @@ "left_pr_number": 44123, "right_pr_number": 44257, "similarity": 0.359, - "content_similarity": 0.276, + "content_similarity": 0.275, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -656,8 +656,8 @@ { "left_pr_number": 45067, "right_pr_number": 45273, - "similarity": 0.355, - "content_similarity": 0.276, + "similarity": 0.354, + "content_similarity": 0.275, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -673,7 +673,7 @@ "left_pr_number": 44123, "right_pr_number": 45055, "similarity": 0.353, - "content_similarity": 0.279, + "content_similarity": 0.278, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -689,7 +689,7 @@ "left_pr_number": 44257, "right_pr_number": 45273, "similarity": 0.34, - "content_similarity": 0.201, + "content_similarity": 0.2, "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": 0.334, - "content_similarity": 0.239, + "similarity": 0.333, + "content_similarity": 0.238, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -736,8 +736,8 @@ { "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.323, - "content_similarity": 0.239, + "similarity": 0.322, + "content_similarity": 0.238, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -763,7 +763,7 @@ 46478 ], "representative_pr_number": 46478, - "average_similarity": 0.377, + "average_similarity": 0.379, "summary": "7 open PRs share weighted file overlap around `src/transformers/integrations/hub_kernels.py`, `tests/kernels/test_kernels.py`, `src/transformers/modeling_utils.py`; representative PR #46478.", "shared_filenames": [ "src/transformers/integrations/hub_kernels.py", @@ -783,8 +783,8 @@ { "left_pr_number": 45666, "right_pr_number": 46339, - "similarity": 0.7, - "content_similarity": 0.763, + "similarity": 0.701, + "content_similarity": 0.765, "size_similarity": 0.304, "breadth_similarity": 0.708, "concentration_similarity": 0.983, @@ -805,8 +805,8 @@ { "left_pr_number": 46339, "right_pr_number": 46478, - "similarity": 0.609, - "content_similarity": 0.633, + "similarity": 0.61, + "content_similarity": 0.635, "size_similarity": 0.252, "breadth_similarity": 0.875, "concentration_similarity": 0.812, @@ -825,8 +825,8 @@ { "left_pr_number": 46293, "right_pr_number": 46423, - "similarity": 0.513, - "content_similarity": 0.455, + "similarity": 0.515, + "content_similarity": 0.458, "size_similarity": 0.929, "breadth_similarity": 0.267, "concentration_similarity": 0.577, @@ -842,8 +842,8 @@ { "left_pr_number": 46293, "right_pr_number": 46478, - "similarity": 0.51, - "content_similarity": 0.561, + "similarity": 0.512, + "content_similarity": 0.563, "size_similarity": 0.322, "breadth_similarity": 0.333, "concentration_similarity": 0.713, @@ -856,11 +856,28 @@ "src" ] }, + { + "left_pr_number": 41458, + "right_pr_number": 46293, + "similarity": 0.485, + "content_similarity": 0.498, + "size_similarity": 0.536, + "breadth_similarity": 0.225, + "concentration_similarity": 0.667, + "shared_filenames": [ + "src/transformers/integrations/hub_kernels.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ] + }, { "left_pr_number": 45666, "right_pr_number": 46478, - "similarity": 0.484, - "content_similarity": 0.528, + "similarity": 0.485, + "content_similarity": 0.53, "size_similarity": 0.077, "breadth_similarity": 0.625, "concentration_similarity": 0.795, @@ -876,28 +893,11 @@ "tests" ] }, - { - "left_pr_number": 41458, - "right_pr_number": 46293, - "similarity": 0.483, - "content_similarity": 0.496, - "size_similarity": 0.536, - "breadth_similarity": 0.225, - "concentration_similarity": 0.667, - "shared_filenames": [ - "src/transformers/integrations/hub_kernels.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ] - }, { "left_pr_number": 41458, "right_pr_number": 46423, - "similarity": 0.444, - "content_similarity": 0.321, + "similarity": 0.447, + "content_similarity": 0.325, "size_similarity": 0.577, "breadth_similarity": 0.875, "concentration_similarity": 0.91, @@ -914,8 +914,8 @@ { "left_pr_number": 46268, "right_pr_number": 46293, - "similarity": 0.403, - "content_similarity": 0.315, + "similarity": 0.404, + "content_similarity": 0.316, "size_similarity": 0.643, "breadth_similarity": 0.417, "concentration_similarity": 0.889, @@ -931,8 +931,8 @@ { "left_pr_number": 41458, "right_pr_number": 46268, - "similarity": 0.369, - "content_similarity": 0.215, + "similarity": 0.371, + "content_similarity": 0.217, "size_similarity": 0.833, "breadth_similarity": 0.55, "concentration_similarity": 0.778, @@ -948,8 +948,8 @@ { "left_pr_number": 46268, "right_pr_number": 46423, - "similarity": 0.34, - "content_similarity": 0.197, + "similarity": 0.341, + "content_similarity": 0.2, "size_similarity": 0.692, "breadth_similarity": 0.633, "concentration_similarity": 0.688, @@ -965,8 +965,8 @@ { "left_pr_number": 46423, "right_pr_number": 46478, - "similarity": 0.339, - "content_similarity": 0.244, + "similarity": 0.341, + "content_similarity": 0.246, "size_similarity": 0.299, "breadth_similarity": 0.8, "concentration_similarity": 0.864, @@ -982,8 +982,8 @@ { "left_pr_number": 41458, "right_pr_number": 46478, - "similarity": 0.328, - "content_similarity": 0.267, + "similarity": 0.329, + "content_similarity": 0.269, "size_similarity": 0.172, "breadth_similarity": 0.675, "concentration_similarity": 0.954, @@ -999,8 +999,8 @@ { "left_pr_number": 46339, "right_pr_number": 46423, - "similarity": 0.322, - "content_similarity": 0.247, + "similarity": 0.325, + "content_similarity": 0.252, "size_similarity": 0.075, "breadth_similarity": 0.9, "concentration_similarity": 0.948, @@ -1016,8 +1016,8 @@ { "left_pr_number": 45666, "right_pr_number": 46423, - "similarity": 0.285, - "content_similarity": 0.222, + "similarity": 0.288, + "content_similarity": 0.227, "size_similarity": 0.023, "breadth_similarity": 0.792, "concentration_similarity": 0.931, @@ -1033,8 +1033,8 @@ { "left_pr_number": 41458, "right_pr_number": 45666, - "similarity": 0.278, - "content_similarity": 0.203, + "similarity": 0.282, + "content_similarity": 0.209, "size_similarity": 0.013, "breadth_similarity": 0.917, "concentration_similarity": 0.841, @@ -1048,13 +1048,13 @@ ] }, { - "left_pr_number": 46268, - "right_pr_number": 46478, - "similarity": 0.275, - "content_similarity": 0.171, - "size_similarity": 0.207, - "breadth_similarity": 0.833, - "concentration_similarity": 0.824, + "left_pr_number": 41458, + "right_pr_number": 46339, + "similarity": 0.277, + "content_similarity": 0.215, + "size_similarity": 0.043, + "breadth_similarity": 0.775, + "concentration_similarity": 0.858, "shared_filenames": [ "src/transformers/integrations/hub_kernels.py" ], @@ -1065,13 +1065,13 @@ ] }, { - "left_pr_number": 41458, - "right_pr_number": 46339, - "similarity": 0.274, - "content_similarity": 0.21, - "size_similarity": 0.043, - "breadth_similarity": 0.775, - "concentration_similarity": 0.858, + "left_pr_number": 46268, + "right_pr_number": 46478, + "similarity": 0.276, + "content_similarity": 0.173, + "size_similarity": 0.207, + "breadth_similarity": 0.833, + "concentration_similarity": 0.824, "shared_filenames": [ "src/transformers/integrations/hub_kernels.py" ], @@ -1084,8 +1084,8 @@ { "left_pr_number": 46293, "right_pr_number": 46339, - "similarity": 0.268, - "content_similarity": 0.287, + "similarity": 0.273, + "content_similarity": 0.294, "size_similarity": 0.081, "breadth_similarity": 0.292, "concentration_similarity": 0.525, @@ -1101,8 +1101,8 @@ { "left_pr_number": 46268, "right_pr_number": 46339, - "similarity": 0.254, - "content_similarity": 0.205, + "similarity": 0.255, + "content_similarity": 0.207, "size_similarity": 0.052, "breadth_similarity": 0.708, "concentration_similarity": 0.636, @@ -1119,8 +1119,8 @@ { "left_pr_number": 45666, "right_pr_number": 46293, - "similarity": 0.239, - "content_similarity": 0.27, + "similarity": 0.243, + "content_similarity": 0.276, "size_similarity": 0.025, "breadth_similarity": 0.208, "concentration_similarity": 0.507, @@ -1136,8 +1136,8 @@ { "left_pr_number": 45666, "right_pr_number": 46268, - "similarity": 0.194, - "content_similarity": 0.159, + "similarity": 0.196, + "content_similarity": 0.161, "size_similarity": 0.016, "breadth_similarity": 0.5, "concentration_similarity": 0.619, @@ -1164,7 +1164,7 @@ 46161 ], "representative_pr_number": 45627, - "average_similarity": 0.427, + "average_similarity": 0.426, "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", @@ -1182,8 +1182,8 @@ { "left_pr_number": 41606, "right_pr_number": 44543, - "similarity": 0.679, - "content_similarity": 0.653, + "similarity": 0.678, + "content_similarity": 0.652, "size_similarity": 0.583, "breadth_similarity": 1.0, "concentration_similarity": 0.683, @@ -1200,8 +1200,8 @@ { "left_pr_number": 45627, "right_pr_number": 46161, - "similarity": 0.673, - "content_similarity": 0.588, + "similarity": 0.672, + "content_similarity": 0.586, "size_similarity": 0.747, "breadth_similarity": 1.0, "concentration_similarity": 0.985, @@ -1221,7 +1221,7 @@ "left_pr_number": 42668, "right_pr_number": 45627, "similarity": 0.657, - "content_similarity": 0.8, + "content_similarity": 0.799, "size_similarity": 0.189, "breadth_similarity": 0.216, "concentration_similarity": 0.952, @@ -1240,8 +1240,8 @@ { "left_pr_number": 42668, "right_pr_number": 46161, - "similarity": 0.571, - "content_similarity": 0.664, + "similarity": 0.57, + "content_similarity": 0.663, "size_similarity": 0.253, "breadth_similarity": 0.216, "concentration_similarity": 0.937, @@ -1260,8 +1260,8 @@ { "left_pr_number": 41606, "right_pr_number": 45422, - "similarity": 0.499, - "content_similarity": 0.421, + "similarity": 0.498, + "content_similarity": 0.42, "size_similarity": 0.569, "breadth_similarity": 0.75, "concentration_similarity": 0.881, @@ -1278,8 +1278,8 @@ { "left_pr_number": 44543, "right_pr_number": 45422, - "similarity": 0.483, - "content_similarity": 0.454, + "similarity": 0.482, + "content_similarity": 0.453, "size_similarity": 0.331, "breadth_similarity": 0.75, "concentration_similarity": 0.802, @@ -1296,8 +1296,8 @@ { "left_pr_number": 44543, "right_pr_number": 46161, - "similarity": 0.39, - "content_similarity": 0.223, + "similarity": 0.386, + "content_similarity": 0.219, "size_similarity": 0.566, "breadth_similarity": 1.0, "concentration_similarity": 0.97, @@ -1313,8 +1313,8 @@ { "left_pr_number": 41606, "right_pr_number": 46161, - "similarity": 0.366, - "content_similarity": 0.121, + "similarity": 0.364, + "content_similarity": 0.118, "size_similarity": 0.971, "breadth_similarity": 1.0, "concentration_similarity": 0.712, @@ -1330,8 +1330,8 @@ { "left_pr_number": 44543, "right_pr_number": 45627, - "similarity": 0.362, - "content_similarity": 0.213, + "similarity": 0.358, + "content_similarity": 0.208, "size_similarity": 0.423, "breadth_similarity": 1.0, "concentration_similarity": 0.985, @@ -1347,8 +1347,8 @@ { "left_pr_number": 42668, "right_pr_number": 44543, - "similarity": 0.35, - "content_similarity": 0.305, + "similarity": 0.347, + "content_similarity": 0.3, "size_similarity": 0.446, "breadth_similarity": 0.216, "concentration_similarity": 0.967, @@ -1365,8 +1365,8 @@ { "left_pr_number": 41606, "right_pr_number": 45627, - "similarity": 0.324, - "content_similarity": 0.115, + "similarity": 0.322, + "content_similarity": 0.112, "size_similarity": 0.725, "breadth_similarity": 1.0, "concentration_similarity": 0.697, @@ -1382,8 +1382,8 @@ { "left_pr_number": 45422, "right_pr_number": 45627, - "similarity": 0.304, - "content_similarity": 0.101, + "similarity": 0.303, + "content_similarity": 0.099, "size_similarity": 0.784, "breadth_similarity": 0.75, "concentration_similarity": 0.816, @@ -1399,8 +1399,8 @@ { "left_pr_number": 45422, "right_pr_number": 46161, - "similarity": 0.279, - "content_similarity": 0.106, + "similarity": 0.277, + "content_similarity": 0.104, "size_similarity": 0.586, "breadth_similarity": 0.75, "concentration_similarity": 0.831, @@ -1416,8 +1416,8 @@ { "left_pr_number": 41606, "right_pr_number": 42668, - "similarity": 0.272, - "content_similarity": 0.256, + "similarity": 0.271, + "content_similarity": 0.253, "size_similarity": 0.26, "breadth_similarity": 0.216, "concentration_similarity": 0.649, @@ -1434,8 +1434,8 @@ { "left_pr_number": 42668, "right_pr_number": 45422, - "similarity": 0.2, - "content_similarity": 0.155, + "similarity": 0.199, + "content_similarity": 0.153, "size_similarity": 0.148, "breadth_similarity": 0.307, "concentration_similarity": 0.768, @@ -1452,430 +1452,149 @@ ] }, { - "cluster_id": "pr-scope-43875-6", + "cluster_id": "pr-scope-44070-5", "pr_numbers": [ - 43875, - 44893, - 46173, - 46446, - 46474, - 46481 + 44070, + 45296, + 45546, + 45668, + 46467 ], - "representative_pr_number": 46474, - "average_similarity": 0.426, - "summary": "6 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`, `src/transformers/generation/utils.py`; representative PR #46474.", + "representative_pr_number": 45296, + "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/cache_utils.py", - "tests/utils/test_cache_utils.py", - "src/transformers/generation/utils.py" + "src/transformers/modeling_gguf_pytorch_utils.py", + "src/transformers/integrations/ggml.py", + "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ "src/transformers", "src", - "tests/utils", - "tests", - "src/transformers/generation" + "tests/quantization/ggml", + "src/transformers/integrations", + "tests/quantization", + "tests" ], "pairwise": [ { - "left_pr_number": 44893, - "right_pr_number": 46173, - "similarity": 0.739, - "content_similarity": 0.793, - "size_similarity": 0.222, + "left_pr_number": 44070, + "right_pr_number": 45296, + "similarity": 0.875, + "content_similarity": 0.89, + "size_similarity": 0.702, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.932, "shared_filenames": [ - "src/transformers/cache_utils.py" + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ + "src/transformers/integrations", + "tests/quantization/ggml", "src/transformers", - "src" + "tests/quantization", + "src", + "tests" ] }, { - "left_pr_number": 46474, - "right_pr_number": 46481, - "similarity": 0.736, - "content_similarity": 0.761, - "size_similarity": 0.433, + "left_pr_number": 45546, + "right_pr_number": 45668, + "similarity": 0.803, + "content_similarity": 0.774, + "size_similarity": 0.773, "breadth_similarity": 1.0, - "concentration_similarity": 0.759, + "concentration_similarity": 0.903, "shared_filenames": [ - "tests/utils/test_cache_utils.py" + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ + "src/transformers/integrations", + "tests/quantization/ggml", "src/transformers", - "tests/utils", + "tests/quantization", "src", "tests" ] }, { - "left_pr_number": 46446, - "right_pr_number": 46481, - "similarity": 0.589, - "content_similarity": 0.684, - "size_similarity": 0.14, - "breadth_similarity": 0.533, - "concentration_similarity": 0.709, + "left_pr_number": 45296, + "right_pr_number": 45546, + "similarity": 0.781, + "content_similarity": 0.788, + "size_similarity": 0.576, + "breadth_similarity": 1.0, + "concentration_similarity": 0.859, "shared_filenames": [ - 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"tests/utils", + "tests/quantization", "src", "tests" ] }, { - "left_pr_number": 46173, - "right_pr_number": 46474, - "similarity": 0.544, - "content_similarity": 0.591, - "size_similarity": 0.308, - "breadth_similarity": 0.5, - "concentration_similarity": 0.692, + "left_pr_number": 45296, + "right_pr_number": 45668, + "similarity": 0.652, + "content_similarity": 0.626, + "size_similarity": 0.445, + "breadth_similarity": 1.0, + "concentration_similarity": 0.956, "shared_filenames": [ - "src/transformers/cache_utils.py" + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ + "src/transformers/integrations", + "tests/quantization/ggml", "src/transformers", - "src" + "tests/quantization", + "src", + "tests" ] }, { - "left_pr_number": 43875, - "right_pr_number": 46474, - "similarity": 0.532, - "content_similarity": 0.463, - "size_similarity": 0.419, + "left_pr_number": 44070, + "right_pr_number": 45668, + "similarity": 0.633, + "content_similarity": 0.624, + "size_similarity": 0.312, "breadth_similarity": 1.0, - 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] - }, - { - "left_pr_number": 46173, - "right_pr_number": 46481, - "similarity": 0.119, - "content_similarity": 0.004, - "size_similarity": 0.133, - "breadth_similarity": 0.5, - "concentration_similarity": 0.933, - "shared_filenames": [], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44070-5", - "pr_numbers": [ - 44070, - 45296, - 45546, - 45668, - 46467 - ], - "representative_pr_number": 45296, - "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", - "src/transformers/integrations/ggml.py", - "tests/quantization/ggml/test_ggml.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests/quantization/ggml", - "src/transformers/integrations", - "tests/quantization", - 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"tests/quantization/ggml", - "src/transformers", - "tests/quantization", - "src", - "tests" - ] - }, - { - "left_pr_number": 45296, - "right_pr_number": 45546, - "similarity": 0.781, - "content_similarity": 0.788, - "size_similarity": 0.576, - "breadth_similarity": 1.0, - "concentration_similarity": 0.859, - "shared_filenames": [ - "src/transformers/integrations/ggml.py", - "src/transformers/modeling_gguf_pytorch_utils.py", - "tests/quantization/ggml/test_ggml.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "tests/quantization/ggml", - "src/transformers", - "tests/quantization", - "src", - "tests" - ] - }, - { - "left_pr_number": 44070, - "right_pr_number": 45546, - "similarity": 0.733, - "content_similarity": 0.752, - "size_similarity": 0.404, - "breadth_similarity": 1.0, - "concentration_similarity": 0.927, - "shared_filenames": [ - "src/transformers/integrations/ggml.py", - "src/transformers/modeling_gguf_pytorch_utils.py", - "tests/quantization/ggml/test_ggml.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "tests/quantization/ggml", - "src/transformers", - "tests/quantization", - "src", - "tests" - ] - }, - { - "left_pr_number": 45296, - "right_pr_number": 45668, - "similarity": 0.653, - "content_similarity": 0.626, - "size_similarity": 0.445, - "breadth_similarity": 1.0, - "concentration_similarity": 0.956, - "shared_filenames": [ - "src/transformers/integrations/ggml.py", - "src/transformers/modeling_gguf_pytorch_utils.py", - "tests/quantization/ggml/test_ggml.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "tests/quantization/ggml", - "src/transformers", - "tests/quantization", - "src", - "tests" - ] - }, - { - "left_pr_number": 44070, - "right_pr_number": 45668, - "similarity": 0.633, - "content_similarity": 0.625, - "size_similarity": 0.312, - "breadth_similarity": 1.0, - "concentration_similarity": 0.976, + "concentration_similarity": 0.976, "shared_filenames": [ "src/transformers/integrations/ggml.py", "src/transformers/modeling_gguf_pytorch_utils.py", @@ -1894,7 +1613,7 @@ "left_pr_number": 44070, "right_pr_number": 46467, "similarity": 0.385, - "content_similarity": 0.459, + "content_similarity": 0.458, "size_similarity": 0.033, "breadth_similarity": 0.333, "concentration_similarity": 0.518, @@ -1909,7 +1628,7 @@ { "left_pr_number": 45296, "right_pr_number": 46467, - "similarity": 0.369, + "similarity": 0.368, "content_similarity": 0.437, "size_similarity": 0.047, "breadth_similarity": 0.333, @@ -1956,173 +1675,6 @@ } ] }, - { - "cluster_id": "pr-scope-42975-4", - "pr_numbers": [ - 42975, - 42976, - 45077, - 46414 - ], - "representative_pr_number": 46414, - "average_similarity": 0.568, - "summary": "4 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #46414.", - "shared_filenames": [ - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/release-conda.yml", - ".github/workflows/check_failed_tests.yml", - ".github/workflows/check_tiny_models.yml", - ".github/workflows/new_model_pr_merged_notification.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ], - "pairwise": [ - { - "left_pr_number": 42975, - "right_pr_number": 46414, - "similarity": 0.748, - "content_similarity": 0.742, - "size_similarity": 0.588, - "breadth_similarity": 0.902, - "concentration_similarity": 1.0, - "shared_filenames": [ - ".github/workflows/add-model-like.yml", - ".github/workflows/assign-reviewers.yml", - ".github/workflows/benchmark_v2.yml", - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/check_failed_tests.yml", - ".github/workflows/check_tiny_models.yml", - ".github/workflows/circleci-failure-summary-comment.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 42975, - "right_pr_number": 45077, - "similarity": 0.676, - "content_similarity": 0.619, - "size_similarity": 0.731, - "breadth_similarity": 0.833, - "concentration_similarity": 1.0, - "shared_filenames": [ - ".github/workflows/benchmark.yml", - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/check_tiny_models.yml", - ".github/workflows/model_jobs.yml", - ".github/workflows/release-conda.yml", - ".github/workflows/release.yml", - ".github/workflows/trufflehog.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 42976, - "right_pr_number": 46414, - "similarity": 0.564, - "content_similarity": 0.613, - "size_similarity": 0.172, - "breadth_similarity": 0.585, - "concentration_similarity": 1.0, - "shared_filenames": [ - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/check_failed_tests.yml", - ".github/workflows/new_model_pr_merged_notification.yml", - ".github/workflows/release-conda.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 45077, - "right_pr_number": 46414, - "similarity": 0.534, - "content_similarity": 0.49, - "size_similarity": 0.429, - "breadth_similarity": 0.768, - "concentration_similarity": 1.0, - "shared_filenames": [ - ".github/workflows/anti-slop.yml", - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/build_documentation.yml", - ".github/workflows/build_pr_documentation.yml", - ".github/workflows/check-workflow-permissions.yml", - ".github/workflows/check_tiny_models.yml", - ".github/workflows/codeql.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 42976, - "right_pr_number": 45077, - "similarity": 0.481, - "content_similarity": 0.506, - "size_similarity": 0.074, - "breadth_similarity": 0.659, - "concentration_similarity": 1.0, - "shared_filenames": [ - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/release-conda.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 42975, - "right_pr_number": 42976, - "similarity": 0.407, - "content_similarity": 0.402, - "size_similarity": 0.101, - "breadth_similarity": 0.606, - "concentration_similarity": 1.0, - "shared_filenames": [ - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/check_failed_tests.yml", - ".github/workflows/new_model_pr_merged_notification.yml", - ".github/workflows/release-conda.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - } - ] - }, { "cluster_id": "pr-scope-41097-4", "pr_numbers": [ @@ -2162,7 +1714,7 @@ "left_pr_number": 41097, "right_pr_number": 43549, "similarity": 0.539, - "content_similarity": 0.428, + "content_similarity": 0.427, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2177,7 +1729,7 @@ { "left_pr_number": 44547, "right_pr_number": 46013, - "similarity": 0.503, + "similarity": 0.502, "content_similarity": 0.289, "size_similarity": 1.0, "breadth_similarity": 1.0, @@ -2194,7 +1746,7 @@ "left_pr_number": 41097, "right_pr_number": 46013, "similarity": 0.434, - "content_similarity": 0.372, + "content_similarity": 0.371, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2210,7 +1762,7 @@ "left_pr_number": 43549, "right_pr_number": 44547, "similarity": 0.423, - "content_similarity": 0.333, + "content_similarity": 0.332, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2225,8 +1777,8 @@ { "left_pr_number": 41097, "right_pr_number": 44547, - "similarity": 0.387, - "content_similarity": 0.304, + "similarity": 0.386, + "content_similarity": 0.303, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2305,8 +1857,8 @@ { "left_pr_number": 44974, "right_pr_number": 45996, - "similarity": 0.585, - "content_similarity": 0.558, + "similarity": 0.586, + "content_similarity": 0.559, "size_similarity": 0.422, "breadth_similarity": 0.9, "concentration_similarity": 0.829, @@ -2325,8 +1877,8 @@ { "left_pr_number": 45421, "right_pr_number": 45635, - "similarity": 0.467, - "content_similarity": 0.382, + "similarity": 0.466, + "content_similarity": 0.381, "size_similarity": 0.803, "breadth_similarity": 0.5, "concentration_similarity": 0.586, @@ -2343,8 +1895,8 @@ { "left_pr_number": 44974, "right_pr_number": 45421, - "similarity": 0.423, - "content_similarity": 0.304, + "similarity": 0.422, + "content_similarity": 0.303, "size_similarity": 0.735, "breadth_similarity": 0.667, "concentration_similarity": 0.657, @@ -2361,7 +1913,7 @@ "left_pr_number": 45421, "right_pr_number": 45996, "similarity": 0.321, - "content_similarity": 0.194, + "content_similarity": 0.193, "size_similarity": 0.573, "breadth_similarity": 0.583, "concentration_similarity": 0.828, @@ -2385,7 +1937,7 @@ 45985 ], "representative_pr_number": 45985, - "average_similarity": 0.504, + "average_similarity": 0.507, "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", "shared_filenames": [ "src/transformers/generation/utils.py" @@ -2399,8 +1951,8 @@ { "left_pr_number": 34667, "right_pr_number": 45985, - "similarity": 0.601, - "content_similarity": 0.487, + "similarity": 0.604, + "content_similarity": 0.492, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2416,8 +1968,8 @@ { "left_pr_number": 39683, "right_pr_number": 45985, - "similarity": 0.594, - "content_similarity": 0.494, + "similarity": 0.597, + "content_similarity": 0.499, "size_similarity": 0.652, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2433,8 +1985,8 @@ { "left_pr_number": 34667, "right_pr_number": 39683, - "similarity": 0.523, - "content_similarity": 0.43, + "similarity": 0.526, + "content_similarity": 0.435, "size_similarity": 0.478, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2450,8 +2002,8 @@ { "left_pr_number": 44872, "right_pr_number": 45985, - "similarity": 0.458, - "content_similarity": 0.398, + "similarity": 0.462, + "content_similarity": 0.402, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2467,8 +2019,8 @@ { "left_pr_number": 34667, "right_pr_number": 44872, - "similarity": 0.433, - "content_similarity": 0.346, + "similarity": 0.437, + "content_similarity": 0.351, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2484,8 +2036,8 @@ { "left_pr_number": 39683, "right_pr_number": 44872, - "similarity": 0.416, - "content_similarity": 0.352, + "similarity": 0.419, + "content_similarity": 0.356, "size_similarity": 0.13, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2523,8 +2075,8 @@ "src/transformers/models", "src/transformers", "src", - "docs/source/en/model_doc", "src/transformers/models/auto", + "docs/source/en/model_doc", "tests/models/gemma4", "docs/source/en" ], @@ -2773,7 +2325,7 @@ { "left_pr_number": 46099, "right_pr_number": 46126, - "similarity": 0.345, + "similarity": 0.346, "content_similarity": 0.279, "size_similarity": 0.693, "breadth_similarity": 0.06, @@ -2821,7 +2373,7 @@ 46152 ], "representative_pr_number": 46152, - "average_similarity": 0.407, + "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" @@ -2852,8 +2404,8 @@ { "left_pr_number": 45060, "right_pr_number": 46152, - "similarity": 0.44, - "content_similarity": 0.347, + "similarity": 0.439, + "content_similarity": 0.346, "size_similarity": 0.95, "breadth_similarity": 0.333, "concentration_similarity": 0.421, @@ -2869,7 +2421,7 @@ { "left_pr_number": 44385, "right_pr_number": 44615, - "similarity": 0.413, + "similarity": 0.412, "content_similarity": 0.343, "size_similarity": 0.371, "breadth_similarity": 0.667, @@ -2886,8 +2438,8 @@ { "left_pr_number": 44385, "right_pr_number": 46152, - "similarity": 0.398, - "content_similarity": 0.355, + "similarity": 0.397, + "content_similarity": 0.354, "size_similarity": 0.217, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -2903,8 +2455,8 @@ { "left_pr_number": 44615, "right_pr_number": 45060, - "similarity": 0.317, - "content_similarity": 0.244, + "similarity": 0.316, + "content_similarity": 0.243, "size_similarity": 0.614, "breadth_similarity": 0.333, "concentration_similarity": 0.421, @@ -3005,11 +2557,79 @@ "breadth_similarity": 0.5, "concentration_similarity": 0.944, "shared_filenames": [ - "src/transformers/models/gptj/modeling_gptj.py" + "src/transformers/models/gptj/modeling_gptj.py" + ], + "shared_directories": [ + "src/transformers/models/gptj", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-44893-3", + "pr_numbers": [ + 44893, + 46173, + 46474 + ], + "representative_pr_number": 46173, + "average_similarity": 0.826, + "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #46173.", + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46173, + "right_pr_number": 46474, + "similarity": 1.0, + "content_similarity": 1.0, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44893, + "right_pr_number": 46173, + "similarity": 0.739, + "content_similarity": 0.793, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44893, + "right_pr_number": 46474, + "similarity": 0.739, + "content_similarity": 0.793, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cache_utils.py" ], "shared_directories": [ - "src/transformers/models/gptj", - "src/transformers/models", "src/transformers", "src" ] @@ -3037,8 +2657,8 @@ { "left_pr_number": 41441, "right_pr_number": 43469, - "similarity": 0.667, - "content_similarity": 0.753, + "similarity": 0.666, + "content_similarity": 0.752, "size_similarity": 0.35, "breadth_similarity": 0.5, "concentration_similarity": 0.75, @@ -3092,7 +2712,7 @@ 44676 ], "representative_pr_number": 44059, - "average_similarity": 0.569, + "average_similarity": 0.567, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.", "shared_filenames": [ "src/transformers/models/gpt2/modeling_gpt2.py" @@ -3125,8 +2745,8 @@ { "left_pr_number": 44015, "right_pr_number": 44059, - "similarity": 0.614, - "content_similarity": 0.679, + "similarity": 0.611, + "content_similarity": 0.674, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -3143,8 +2763,8 @@ { "left_pr_number": 44015, "right_pr_number": 44676, - "similarity": 0.414, - "content_similarity": 0.502, + "similarity": 0.412, + "content_similarity": 0.499, "size_similarity": 0.034, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -3235,6 +2855,100 @@ } ] }, + { + "cluster_id": "pr-scope-42975-3", + "pr_numbers": [ + 42975, + 42976, + 45077 + ], + "representative_pr_number": 45077, + "average_similarity": 0.515, + "summary": "3 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 #45077.", + "shared_filenames": [ + ".github/workflows/build-docker-images.yml", + ".github/workflows/build-nightly-ci-docker-images.yml", + ".github/workflows/build-past-ci-docker-images.yml", + ".github/workflows/release-conda.yml", + ".github/workflows/build-ci-docker-images.yml", + ".github/workflows/benchmark.yml", + ".github/workflows/check_failed_tests.yml", + ".github/workflows/check_tiny_models.yml" + ], + "shared_directories": [ + ".github/workflows", + ".github" + ], + "pairwise": [ + { + "left_pr_number": 42975, + "right_pr_number": 45077, + "similarity": 0.669, + "content_similarity": 0.609, + "size_similarity": 0.731, + "breadth_similarity": 0.833, + "concentration_similarity": 1.0, + "shared_filenames": [ + ".github/workflows/benchmark.yml", + ".github/workflows/build-ci-docker-images.yml", + ".github/workflows/build-docker-images.yml", + ".github/workflows/build-nightly-ci-docker-images.yml", + ".github/workflows/build-past-ci-docker-images.yml", + ".github/workflows/check_tiny_models.yml", + ".github/workflows/model_jobs.yml", + ".github/workflows/release-conda.yml", + ".github/workflows/release.yml", + ".github/workflows/trufflehog.yml" + ], + "shared_directories": [ + ".github/workflows", + ".github" + ] + }, + { + "left_pr_number": 42976, + "right_pr_number": 45077, + "similarity": 0.478, + "content_similarity": 0.501, + "size_similarity": 0.074, + "breadth_similarity": 0.659, + "concentration_similarity": 1.0, + "shared_filenames": [ + ".github/workflows/build-ci-docker-images.yml", + ".github/workflows/build-docker-images.yml", + ".github/workflows/build-nightly-ci-docker-images.yml", + ".github/workflows/build-past-ci-docker-images.yml", + ".github/workflows/release-conda.yml" + ], + "shared_directories": [ + ".github/workflows", + ".github" + ] + }, + { + "left_pr_number": 42975, + "right_pr_number": 42976, + "similarity": 0.398, + "content_similarity": 0.388, + "size_similarity": 0.101, + "breadth_similarity": 0.606, + "concentration_similarity": 1.0, + "shared_filenames": [ + ".github/workflows/build-ci-docker-images.yml", + ".github/workflows/build-docker-images.yml", + ".github/workflows/build-nightly-ci-docker-images.yml", + ".github/workflows/build-past-ci-docker-images.yml", + ".github/workflows/check_failed_tests.yml", + ".github/workflows/new_model_pr_merged_notification.yml", + ".github/workflows/release-conda.yml" + ], + "shared_directories": [ + ".github/workflows", + ".github" + ] + } + ] + }, { "cluster_id": "pr-scope-46124-3", "pr_numbers": [ @@ -3260,8 +2974,8 @@ { "left_pr_number": 46436, "right_pr_number": 46483, - "similarity": 0.601, - "content_similarity": 0.474, + "similarity": 0.599, + "content_similarity": 0.472, "size_similarity": 0.853, "breadth_similarity": 1.0, "concentration_similarity": 0.819, @@ -3280,8 +2994,8 @@ { "left_pr_number": 46124, "right_pr_number": 46436, - "similarity": 0.452, - "content_similarity": 0.23, + "similarity": 0.451, + "content_similarity": 0.229, "size_similarity": 0.966, "breadth_similarity": 1.0, "concentration_similarity": 0.922, @@ -3339,8 +3053,8 @@ { "left_pr_number": 43656, "right_pr_number": 43842, - "similarity": 0.586, - "content_similarity": 0.575, + "similarity": 0.585, + "content_similarity": 0.574, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3356,7 +3070,7 @@ { "left_pr_number": 43656, "right_pr_number": 44682, - "similarity": 0.448, + "similarity": 0.447, "content_similarity": 0.5, "size_similarity": 0.048, "breadth_similarity": 0.5, @@ -3373,8 +3087,8 @@ { "left_pr_number": 43842, "right_pr_number": 44682, - "similarity": 0.414, - "content_similarity": 0.46, + "similarity": 0.413, + "content_similarity": 0.459, "size_similarity": 0.011, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -3457,7 +3171,7 @@ { "left_pr_number": 45317, "right_pr_number": 46091, - "similarity": 0.367, + "similarity": 0.368, "content_similarity": 0.322, "size_similarity": 0.216, "breadth_similarity": 0.667, @@ -3496,8 +3210,8 @@ { "left_pr_number": 45548, "right_pr_number": 45649, - "similarity": 0.508, - "content_similarity": 0.515, + "similarity": 0.507, + "content_similarity": 0.514, "size_similarity": 0.149, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -3512,8 +3226,8 @@ { "left_pr_number": 45649, "right_pr_number": 45655, - "similarity": 0.506, - "content_similarity": 0.342, + "similarity": 0.505, + "content_similarity": 0.341, "size_similarity": 0.778, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3583,7 +3297,7 @@ "left_pr_number": 43488, "right_pr_number": 43665, "similarity": 0.387, - "content_similarity": 0.211, + "content_similarity": 0.212, "size_similarity": 0.818, "breadth_similarity": 0.667, "concentration_similarity": 0.99, @@ -3600,7 +3314,7 @@ "left_pr_number": 43488, "right_pr_number": 46100, "similarity": 0.338, - "content_similarity": 0.318, + "content_similarity": 0.319, "size_similarity": 0.364, "breadth_similarity": 0.333, "concentration_similarity": 0.545, @@ -3644,7 +3358,7 @@ "left_pr_number": 45742, "right_pr_number": 46211, "similarity": 0.561, - "content_similarity": 0.498, + "content_similarity": 0.499, "size_similarity": 0.963, "breadth_similarity": 0.25, "concentration_similarity": 0.852, @@ -3683,8 +3397,8 @@ { "left_pr_number": 45709, "right_pr_number": 46211, - "similarity": 0.195, - "content_similarity": 0.048, + "similarity": 0.196, + "content_similarity": 0.049, "size_similarity": 0.753, "breadth_similarity": 0.2, "concentration_similarity": 0.571, @@ -3830,6 +3544,114 @@ } ] }, + { + "cluster_id": "pr-scope-44114-3", + "pr_numbers": [ + 44114, + 45720, + 46196 + ], + "representative_pr_number": 44114, + "average_similarity": 0.399, + "summary": "3 open PRs share weighted file overlap around `src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py`, `src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py`, `src/transformers/models/data2vec/modeling_data2vec_audio.py`; representative PR #44114.", + "shared_filenames": [ + "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", + "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py", + "src/transformers/models/data2vec/modeling_data2vec_audio.py", + "src/transformers/models/wavlm/modeling_wavlm.py", + "src/transformers/models/hubert/modeling_hubert.py", + "src/transformers/models/sew_d/modeling_sew_d.py", + "src/transformers/models/unispeech/modeling_unispeech.py", + "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py" + ], + "shared_directories": [ + "src/transformers/models/wav2vec2_conformer", + "src/transformers/models/wav2vec2_bert", + "src/transformers/models", + "src/transformers", + "src", + "src/transformers/models/unispeech", + "src/transformers/models/unispeech_sat", + "src/transformers/models/wav2vec2" + ], + "pairwise": [ + { + "left_pr_number": 44114, + "right_pr_number": 45720, + "similarity": 0.509, + "content_similarity": 0.434, + "size_similarity": 0.549, + "breadth_similarity": 0.727, + "concentration_similarity": 0.999, + "shared_filenames": [ + "src/transformers/models/data2vec/modeling_data2vec_audio.py", + "src/transformers/models/hubert/modeling_hubert.py", + "src/transformers/models/sew/modeling_sew.py", + "src/transformers/models/sew_d/modeling_sew_d.py", + "src/transformers/models/unispeech/modeling_unispeech.py", + "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", + "src/transformers/models/wav2vec2/modeling_wav2vec2.py", + "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py", + "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", + "src/transformers/models/wavlm/modeling_wavlm.py" + ], + "shared_directories": [ + "src/transformers/models/data2vec", + "src/transformers/models/hubert", + "src/transformers/models/sew", + "src/transformers/models/sew_d", + "src/transformers/models/unispeech", + "src/transformers/models/unispeech_sat", + "src/transformers/models/wav2vec2", + "src/transformers/models/wav2vec2_bert", + "src/transformers/models/wav2vec2_conformer", + "src/transformers/models/wavlm" + ] + }, + { + "left_pr_number": 44114, + "right_pr_number": 46196, + "similarity": 0.449, + "content_similarity": 0.285, + "size_similarity": 0.908, + "breadth_similarity": 0.715, + "concentration_similarity": 0.848, + "shared_filenames": [ + "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py", + "src/transformers/models/wav2vec2_bert/modular_wav2vec2_bert.py", + "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", + "src/transformers/models/wav2vec2_conformer/modular_wav2vec2_conformer.py" + ], + "shared_directories": [ + "src/transformers/models/wav2vec2_bert", + "src/transformers/models/wav2vec2_conformer", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45720, + "right_pr_number": 46196, + "similarity": 0.24, + "content_similarity": 0.101, + "size_similarity": 0.499, + "breadth_similarity": 0.523, + "concentration_similarity": 0.849, + "shared_filenames": [ + "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py", + "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py" + ], + "shared_directories": [ + "src/transformers/models/wav2vec2_bert", + "src/transformers/models/wav2vec2_conformer", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-43532-3", "pr_numbers": [ @@ -3838,7 +3660,7 @@ 46497 ], "representative_pr_number": 43532, - "average_similarity": 0.396, + "average_similarity": 0.394, "summary": "3 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.", "shared_filenames": [ ".github/workflows/self-comment-ci.yml", @@ -3858,8 +3680,8 @@ { "left_pr_number": 43532, "right_pr_number": 43649, - "similarity": 0.502, - "content_similarity": 0.444, + "similarity": 0.495, + "content_similarity": 0.433, "size_similarity": 0.395, "breadth_similarity": 0.875, "concentration_similarity": 0.893, @@ -3870,46 +3692,130 @@ "utils/notification_service.py" ], "shared_directories": [ - "tests/models/vit", - ".github/workflows", - "tests/models", - ".github", - "tests", - "utils" + "tests/models/vit", + ".github/workflows", + "tests/models", + ".github", + "tests", + "utils" + ] + }, + { + "left_pr_number": 43532, + "right_pr_number": 46497, + "similarity": 0.352, + "content_similarity": 0.265, + "size_similarity": 0.269, + "breadth_similarity": 0.875, + "concentration_similarity": 0.77, + "shared_filenames": [ + ".github/workflows/self-comment-ci.yml" + ], + "shared_directories": [ + ".github/workflows", + ".github", + "utils" + ] + }, + { + "left_pr_number": 43649, + "right_pr_number": 46497, + "similarity": 0.336, + "content_similarity": 0.252, + "size_similarity": 0.106, + "breadth_similarity": 1.0, + "concentration_similarity": 0.877, + "shared_filenames": [ + ".github/workflows/self-comment-ci.yml" + ], + "shared_directories": [ + ".github/workflows", + ".github", + "utils" + ] + } + ] + }, + { + "cluster_id": "pr-scope-42655-3", + "pr_numbers": [ + 42655, + 43875, + 46446 + ], + "representative_pr_number": 46446, + "average_similarity": 0.378, + "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": 43875, + "right_pr_number": 46446, + "similarity": 0.432, + "content_similarity": 0.443, + "size_similarity": 0.144, + "breadth_similarity": 0.533, + "concentration_similarity": 0.939, + "shared_filenames": [ + "src/transformers/cache_utils.py", + "tests/utils/test_cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 43532, - "right_pr_number": 46497, - "similarity": 0.349, - "content_similarity": 0.261, - "size_similarity": 0.269, - "breadth_similarity": 0.875, - "concentration_similarity": 0.77, + "left_pr_number": 42655, + "right_pr_number": 46446, + "similarity": 0.421, + "content_similarity": 0.365, + "size_similarity": 0.293, + "breadth_similarity": 0.792, + "concentration_similarity": 0.862, "shared_filenames": [ - ".github/workflows/self-comment-ci.yml" + "src/transformers/cache_utils.py", + "src/transformers/generation/utils.py", + "tests/utils/test_cache_utils.py" ], "shared_directories": [ - ".github/workflows", - ".github", - "utils" + "src/transformers/generation", + "src/transformers", + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 43649, - "right_pr_number": 46497, - "similarity": 0.336, - "content_similarity": 0.252, - "size_similarity": 0.106, - "breadth_similarity": 1.0, - "concentration_similarity": 0.877, + "left_pr_number": 42655, + "right_pr_number": 43875, + "similarity": 0.28, + "content_similarity": 0.266, + "size_similarity": 0.042, + "breadth_similarity": 0.417, + "concentration_similarity": 0.923, "shared_filenames": [ - ".github/workflows/self-comment-ci.yml" + "src/transformers/cache_utils.py", + "tests/utils/test_cache_utils.py" ], "shared_directories": [ - ".github/workflows", - ".github", - "utils" + "src/transformers", + "tests/utils", + "src", + "tests" ] } ] @@ -3922,7 +3828,7 @@ 44550 ], "representative_pr_number": 44550, - "average_similarity": 0.364, + "average_similarity": 0.363, "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", "shared_filenames": [], "shared_directories": [ @@ -3935,8 +3841,8 @@ { "left_pr_number": 33686, "right_pr_number": 44550, - "similarity": 0.385, - "content_similarity": 0.122, + "similarity": 0.384, + "content_similarity": 0.12, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3951,8 +3857,8 @@ { "left_pr_number": 44407, "right_pr_number": 44550, - "similarity": 0.357, - "content_similarity": 0.091, + "similarity": 0.356, + "content_similarity": 0.09, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3967,7 +3873,7 @@ "left_pr_number": 33686, "right_pr_number": 44407, "similarity": 0.348, - "content_similarity": 0.079, + "content_similarity": 0.077, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4022,7 +3928,7 @@ "left_pr_number": 44981, "right_pr_number": 45917, "similarity": 0.355, - "content_similarity": 0.109, + "content_similarity": 0.11, "size_similarity": 0.87, "breadth_similarity": 1.0, "concentration_similarity": 0.959, @@ -4052,6 +3958,66 @@ } ] }, + { + "cluster_id": "pr-scope-46138-3", + "pr_numbers": [ + 46138, + 46501, + 46503 + ], + "representative_pr_number": 46503, + "average_similarity": 0.356, + "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46503.", + "shared_filenames": [], + "shared_directories": [ + ".github/workflows", + ".github" + ], + "pairwise": [ + { + "left_pr_number": 46501, + "right_pr_number": 46503, + "similarity": 0.369, + "content_similarity": 0.098, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + ".github/workflows", + ".github" + ] + }, + { + "left_pr_number": 46138, + "right_pr_number": 46503, + "similarity": 0.356, + "content_similarity": 0.134, + "size_similarity": 0.75, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + ".github/workflows", + ".github" + ] + }, + { + "left_pr_number": 46138, + "right_pr_number": 46501, + "similarity": 0.342, + "content_similarity": 0.113, + "size_similarity": 0.75, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + ".github/workflows", + ".github" + ] + } + ] + }, { "cluster_id": "pr-scope-44018-2", "pr_numbers": [ @@ -4120,8 +4086,8 @@ ], "shared_directories": [ "src/transformers/models/minicpm3", - "docs/source/en/model_doc", "src/transformers/models/auto", + "docs/source/en/model_doc", "tests/models/minicpm3", "docs/source/en", "src/transformers/models", @@ -4184,8 +4150,8 @@ ], "shared_directories": [ "src/transformers/models/isaac", - "docs/source/en/model_doc", "src/transformers/models/auto", + "docs/source/en/model_doc", "tests/models/isaac", "docs/source/en", "src/transformers/models", @@ -4506,7 +4472,7 @@ 45607 ], "representative_pr_number": 45606, - "average_similarity": 0.763, + "average_similarity": 0.762, "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.", "shared_filenames": [ "tests/models/gemma4/test_modeling_gemma4.py" @@ -4520,8 +4486,8 @@ { "left_pr_number": 45606, "right_pr_number": 45607, - "similarity": 0.763, - "content_similarity": 0.809, + "similarity": 0.762, + "content_similarity": 0.807, "size_similarity": 0.778, "breadth_similarity": 0.417, "concentration_similarity": 0.778, @@ -4621,7 +4587,7 @@ "left_pr_number": 41901, "right_pr_number": 45523, "similarity": 0.718, - "content_similarity": 0.777, + "content_similarity": 0.778, "size_similarity": 0.158, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4643,7 +4609,7 @@ 46461 ], "representative_pr_number": 42824, - "average_similarity": 0.715, + "average_similarity": 0.716, "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", @@ -4659,7 +4625,7 @@ { "left_pr_number": 42824, "right_pr_number": 46461, - "similarity": 0.715, + "similarity": 0.716, "content_similarity": 0.745, "size_similarity": 0.652, "breadth_similarity": 0.5, @@ -4684,7 +4650,7 @@ 45480 ], "representative_pr_number": 43747, - "average_similarity": 0.675, + "average_similarity": 0.674, "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.", "shared_filenames": [ "tests/quantization/compressed_tensors_integration/test_compressed_models.py" @@ -4698,7 +4664,7 @@ { "left_pr_number": 43747, "right_pr_number": 45480, - "similarity": 0.675, + "similarity": 0.674, "content_similarity": 0.625, "size_similarity": 0.664, "breadth_similarity": 1.0, @@ -4751,47 +4717,6 @@ } ] }, - { - "cluster_id": "pr-scope-46343-2", - "pr_numbers": [ - 46343, - 46475 - ], - "representative_pr_number": 46343, - "average_similarity": 0.634, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/falcon_mamba/modular_falcon_mamba.py`, `src/transformers/models/falcon_mamba/modeling_falcon_mamba.py`; representative PR #46343.", - "shared_filenames": [ - "src/transformers/models/falcon_mamba/modular_falcon_mamba.py", - "src/transformers/models/falcon_mamba/modeling_falcon_mamba.py" - ], - "shared_directories": [ - "src/transformers/models/falcon_mamba", - "src/transformers/models", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46343, - "right_pr_number": 46475, - "similarity": 0.634, - "content_similarity": 0.676, - "size_similarity": 0.5, - "breadth_similarity": 0.583, - "concentration_similarity": 0.545, - "shared_filenames": [ - "src/transformers/models/falcon_mamba/modeling_falcon_mamba.py", - "src/transformers/models/falcon_mamba/modular_falcon_mamba.py" - ], - "shared_directories": [ - "src/transformers/models/falcon_mamba", - "src/transformers/models", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-43654-2", "pr_numbers": [ @@ -4881,7 +4806,7 @@ 46174 ], "representative_pr_number": 45932, - "average_similarity": 0.596, + "average_similarity": 0.597, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #45932.", "shared_filenames": [ "src/transformers/models/vit_mae/modeling_vit_mae.py", @@ -4907,8 +4832,8 @@ { "left_pr_number": 45932, "right_pr_number": 46174, - "similarity": 0.596, - "content_similarity": 0.636, + "similarity": 0.597, + "content_similarity": 0.637, "size_similarity": 0.248, "breadth_similarity": 0.679, "concentration_similarity": 0.916, @@ -4945,7 +4870,7 @@ 46324 ], "representative_pr_number": 44228, - "average_similarity": 0.563, + "average_similarity": 0.564, "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.", "shared_filenames": [ "src/transformers/quantizers/quantizers_utils.py", @@ -4960,7 +4885,7 @@ { "left_pr_number": 44228, "right_pr_number": 46324, - "similarity": 0.563, + "similarity": 0.564, "content_similarity": 0.6, "size_similarity": 0.259, "breadth_similarity": 0.583, @@ -5044,7 +4969,7 @@ "left_pr_number": 45332, "right_pr_number": 45333, "similarity": 0.546, - "content_similarity": 0.582, + "content_similarity": 0.583, "size_similarity": 0.264, "breadth_similarity": 0.542, "concentration_similarity": 0.883, @@ -5072,7 +4997,7 @@ 46207 ], "representative_pr_number": 44940, - "average_similarity": 0.541, + "average_similarity": 0.542, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.", "shared_filenames": [ "tests/utils/test_modeling_utils.py", @@ -5088,8 +5013,8 @@ { "left_pr_number": 44940, "right_pr_number": 46207, - "similarity": 0.541, - "content_similarity": 0.452, + "similarity": 0.542, + "content_similarity": 0.454, "size_similarity": 0.662, "breadth_similarity": 0.833, "concentration_similarity": 0.839, @@ -5141,71 +5066,6 @@ } ] }, - { - "cluster_id": "pr-scope-44114-2", - "pr_numbers": [ - 44114, - 45720 - ], - "representative_pr_number": 44114, - "average_similarity": 0.511, - "summary": "2 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", - "src/transformers/models/wavlm/modeling_wavlm.py", - "src/transformers/models/hubert/modeling_hubert.py", - "src/transformers/models/sew_d/modeling_sew_d.py", - "src/transformers/models/unispeech/modeling_unispeech.py", - "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", - "src/transformers/models/wav2vec2/modeling_wav2vec2.py", - "src/transformers/models/sew/modeling_sew.py" - ], - "shared_directories": [ - "src/transformers/models/unispeech", - "src/transformers/models/unispeech_sat", - "src/transformers/models/wav2vec2", - "src/transformers/models/wavlm", - "src/transformers/models/data2vec", - "src/transformers/models/hubert", - "src/transformers/models/sew_d", - "src/transformers/models/sew" - ], - "pairwise": [ - { - "left_pr_number": 44114, - "right_pr_number": 45720, - "similarity": 0.511, - "content_similarity": 0.437, - "size_similarity": 0.549, - "breadth_similarity": 0.727, - "concentration_similarity": 0.999, - "shared_filenames": [ - "src/transformers/models/data2vec/modeling_data2vec_audio.py", - "src/transformers/models/hubert/modeling_hubert.py", - "src/transformers/models/sew/modeling_sew.py", - "src/transformers/models/sew_d/modeling_sew_d.py", - "src/transformers/models/unispeech/modeling_unispeech.py", - "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", - "src/transformers/models/wav2vec2/modeling_wav2vec2.py", - "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py", - "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", - "src/transformers/models/wavlm/modeling_wavlm.py" - ], - "shared_directories": [ - "src/transformers/models/data2vec", - "src/transformers/models/hubert", - "src/transformers/models/sew", - "src/transformers/models/sew_d", - "src/transformers/models/unispeech", - "src/transformers/models/unispeech_sat", - "src/transformers/models/wav2vec2", - "src/transformers/models/wav2vec2_bert", - "src/transformers/models/wav2vec2_conformer", - "src/transformers/models/wavlm" - ] - } - ] - }, { "cluster_id": "pr-scope-45056-2", "pr_numbers": [ @@ -5264,8 +5124,8 @@ "shared_directories": [ "src/transformers/models/sam3_1_video", "src/transformers/models/sam3", - "docs/source/en/model_doc", "src/transformers/models/auto", + "docs/source/en/model_doc", "docs/source/en", "src/transformers/models", "docs/source", @@ -5276,7 +5136,7 @@ "left_pr_number": 45110, "right_pr_number": 46128, "similarity": 0.5, - "content_similarity": 0.438, + "content_similarity": 0.439, "size_similarity": 0.443, "breadth_similarity": 0.84, "concentration_similarity": 0.86, @@ -5375,7 +5235,7 @@ "left_pr_number": 45300, "right_pr_number": 46368, "similarity": 0.482, - "content_similarity": 0.582, + "content_similarity": 0.581, "size_similarity": 0.028, "breadth_similarity": 0.267, "concentration_similarity": 0.883, @@ -5439,43 +5299,6 @@ } ] }, - { - "cluster_id": "pr-scope-46407-2", - "pr_numbers": [ - 46407, - 46413 - ], - "representative_pr_number": 46407, - "average_similarity": 0.467, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/finegrained_fp8.py`; representative PR #46407.", - "shared_filenames": [ - "src/transformers/integrations/finegrained_fp8.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46407, - "right_pr_number": 46413, - "similarity": 0.467, - "content_similarity": 0.556, - "size_similarity": 0.027, - "breadth_similarity": 0.375, - "concentration_similarity": 0.724, - "shared_filenames": [ - "src/transformers/integrations/finegrained_fp8.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-41855-2", "pr_numbers": [ @@ -5554,53 +5377,6 @@ } ] }, - { - "cluster_id": "pr-scope-46465-2", - "pr_numbers": [ - 46465, - 46470 - ], - "representative_pr_number": 46465, - "average_similarity": 0.451, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mt5/modeling_mt5.py`, `src/transformers/models/umt5/modeling_umt5.py`, `src/transformers/models/t5/modeling_t5.py`; representative PR #46465.", - "shared_filenames": [ - "src/transformers/models/mt5/modeling_mt5.py", - "src/transformers/models/umt5/modeling_umt5.py", - "src/transformers/models/t5/modeling_t5.py" - ], - "shared_directories": [ - "src/transformers/models/mt5", - "src/transformers/models/umt5", - "src/transformers/models/t5", - "src/transformers/models", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46465, - "right_pr_number": 46470, - "similarity": 0.451, - "content_similarity": 0.341, - "size_similarity": 0.444, - "breadth_similarity": 1.0, - "concentration_similarity": 0.907, - "shared_filenames": [ - "src/transformers/models/mt5/modeling_mt5.py", - "src/transformers/models/t5/modeling_t5.py", - "src/transformers/models/umt5/modeling_umt5.py" - ], - "shared_directories": [ - "src/transformers/models/mt5", - "src/transformers/models/t5", - "src/transformers/models/umt5", - "src/transformers/models", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-41356-2", "pr_numbers": [ @@ -5685,7 +5461,7 @@ "left_pr_number": 42112, "right_pr_number": 45413, "similarity": 0.42, - "content_similarity": 0.461, + "content_similarity": 0.462, "size_similarity": 0.017, "breadth_similarity": 0.458, "concentration_similarity": 0.981, @@ -5815,7 +5591,7 @@ "left_pr_number": 44642, "right_pr_number": 45552, "similarity": 0.36, - "content_similarity": 0.265, + "content_similarity": 0.264, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5830,39 +5606,6 @@ } ] }, - { - "cluster_id": "pr-scope-46019-2", - "pr_numbers": [ - 46019, - 46357 - ], - "representative_pr_number": 46019, - "average_similarity": 0.359, - "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46019.", - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ], - "pairwise": [ - { - "left_pr_number": 46019, - "right_pr_number": 46357, - "similarity": 0.359, - "content_similarity": 0.102, - "size_similarity": 0.915, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - } - ] - }, { "cluster_id": "pr-scope-45999-2", "pr_numbers": [