diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,7 +1,7 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260518T120024Z", - "generated_at": "2026-05-18T12:02:25Z", + "snapshot_id": "20260518T180026Z", + "generated_at": "2026-05-18T18:02:12Z", "cluster_count": 51, "pr_scope_clusters": [ { @@ -20,18 +20,21 @@ 45994 ], "representative_pr_number": 45067, - "average_similarity": 0.41, + "average_similarity": 0.418, "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" ], - "shared_directories": [], + "shared_directories": [ + "src/transformers", + "src" + ], "pairwise": [ { "left_pr_number": 44189, "right_pr_number": 45067, - "similarity": 0.772, - "content_similarity": 0.854, + "similarity": 0.774, + "content_similarity": 0.856, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -46,8 +49,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.601, - "content_similarity": 0.43, + "similarity": 0.611, + "content_similarity": 0.444, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -62,8 +65,8 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.528, - "content_similarity": 0.385, + "similarity": 0.537, + "content_similarity": 0.399, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -78,8 +81,8 @@ { "left_pr_number": 43651, "right_pr_number": 45067, - "similarity": 0.5, - "content_similarity": 0.346, + "similarity": 0.509, + "content_similarity": 0.359, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -94,8 +97,8 @@ { "left_pr_number": 43663, "right_pr_number": 44123, - "similarity": 0.488, - "content_similarity": 0.385, + "similarity": 0.497, + "content_similarity": 0.398, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -110,8 +113,8 @@ { "left_pr_number": 44660, "right_pr_number": 45994, - "similarity": 0.481, - "content_similarity": 0.29, + "similarity": 0.49, + "content_similarity": 0.302, "size_similarity": 0.857, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -126,8 +129,8 @@ { "left_pr_number": 44257, "right_pr_number": 44660, - "similarity": 0.477, - "content_similarity": 0.253, + "similarity": 0.485, + "content_similarity": 0.264, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -142,8 +145,8 @@ { "left_pr_number": 44123, "right_pr_number": 45067, - "similarity": 0.46, - "content_similarity": 0.345, + "similarity": 0.469, + "content_similarity": 0.359, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -156,11 +159,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 45994, - "similarity": 0.452, - "content_similarity": 0.247, - "size_similarity": 0.857, + "left_pr_number": 43663, + "right_pr_number": 44660, + "similarity": 0.459, + "content_similarity": 0.39, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -173,10 +176,10 @@ }, { "left_pr_number": 43663, - "right_pr_number": 44660, - "similarity": 0.45, - "content_similarity": 0.377, - "size_similarity": 0.24, + "right_pr_number": 45994, + "similarity": 0.459, + "content_similarity": 0.381, + "size_similarity": 0.28, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -188,11 +191,11 @@ ] }, { - "left_pr_number": 43663, + "left_pr_number": 44257, "right_pr_number": 45994, - "similarity": 0.45, - "content_similarity": 0.368, - "size_similarity": 0.28, + "similarity": 0.459, + "content_similarity": 0.258, + "size_similarity": 0.857, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -204,11 +207,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 44660, - "similarity": 0.45, - "content_similarity": 0.286, - "size_similarity": 0.667, + "left_pr_number": 43636, + "right_pr_number": 43663, + "similarity": 0.458, + "content_similarity": 0.345, + "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -220,11 +223,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43663, - "similarity": 0.449, - "content_similarity": 0.333, - "size_similarity": 0.44, + "left_pr_number": 44189, + "right_pr_number": 44660, + "similarity": 0.458, + "content_similarity": 0.298, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -238,8 +241,8 @@ { "left_pr_number": 44189, "right_pr_number": 45994, - "similarity": 0.431, - "content_similarity": 0.279, + "similarity": 0.439, + "content_similarity": 0.291, "size_similarity": 0.571, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -252,11 +255,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43651, - "similarity": 0.429, - "content_similarity": 0.268, - "size_similarity": 0.611, + "left_pr_number": 43663, + "right_pr_number": 44189, + "similarity": 0.438, + "content_similarity": 0.376, + "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -268,11 +271,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 45055, - "similarity": 0.429, - "content_similarity": 0.238, - "size_similarity": 0.75, + "left_pr_number": 43636, + "right_pr_number": 43651, + "similarity": 0.437, + "content_similarity": 0.279, + "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -284,11 +287,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44189, - "similarity": 0.428, - "content_similarity": 0.363, - "size_similarity": 0.16, + "left_pr_number": 44189, + "right_pr_number": 45055, + "similarity": 0.436, + "content_similarity": 0.248, + "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -302,8 +305,8 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.425, - "content_similarity": 0.299, + "similarity": 0.433, + "content_similarity": 0.311, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -318,8 +321,8 @@ { "left_pr_number": 43636, "right_pr_number": 45994, - "similarity": 0.424, - "content_similarity": 0.256, + "similarity": 0.432, + "content_similarity": 0.267, "size_similarity": 0.636, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -334,8 +337,8 @@ { "left_pr_number": 44660, "right_pr_number": 45067, - "similarity": 0.423, - "content_similarity": 0.338, + "similarity": 0.432, + "content_similarity": 0.351, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -350,8 +353,8 @@ { "left_pr_number": 45067, "right_pr_number": 45994, - "similarity": 0.423, - "content_similarity": 0.331, + "similarity": 0.432, + "content_similarity": 0.343, "size_similarity": 0.28, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -366,8 +369,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.421, - "content_similarity": 0.244, + "similarity": 0.428, + "content_similarity": 0.255, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -382,8 +385,8 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.416, - "content_similarity": 0.31, + "similarity": 0.424, + "content_similarity": 0.322, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -398,8 +401,8 @@ { "left_pr_number": 43651, "right_pr_number": 45994, - "similarity": 0.416, - "content_similarity": 0.296, + "similarity": 0.424, + "content_similarity": 0.308, "size_similarity": 0.389, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -414,8 +417,8 @@ { "left_pr_number": 43636, "right_pr_number": 44660, - "similarity": 0.415, - "content_similarity": 0.262, + "similarity": 0.423, + "content_similarity": 0.273, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -430,8 +433,8 @@ { "left_pr_number": 43651, "right_pr_number": 44660, - "similarity": 0.412, - "content_similarity": 0.303, + "similarity": 0.421, + "content_similarity": 0.315, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -446,8 +449,8 @@ { "left_pr_number": 43663, "right_pr_number": 44257, - "similarity": 0.411, - "content_similarity": 0.322, + "similarity": 0.42, + "content_similarity": 0.334, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -462,8 +465,8 @@ { "left_pr_number": 44660, "right_pr_number": 45055, - "similarity": 0.398, - "content_similarity": 0.247, + "similarity": 0.405, + "content_similarity": 0.257, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -476,11 +479,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44257, - "similarity": 0.388, - "content_similarity": 0.223, - "size_similarity": 0.545, + "left_pr_number": 44257, + "right_pr_number": 45067, + "similarity": 0.397, + "content_similarity": 0.301, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -494,8 +497,8 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.388, - "content_similarity": 0.292, + "similarity": 0.396, + "content_similarity": 0.304, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -508,11 +511,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 45067, - "similarity": 0.388, - "content_similarity": 0.289, - "size_similarity": 0.24, + "left_pr_number": 43663, + "right_pr_number": 45055, + "similarity": 0.396, + "content_similarity": 0.325, + "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -524,11 +527,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 45055, - "similarity": 0.387, - "content_similarity": 0.313, - "size_similarity": 0.12, + "left_pr_number": 43636, + "right_pr_number": 44257, + "similarity": 0.395, + "content_similarity": 0.234, + "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -542,8 +545,8 @@ { "left_pr_number": 45055, "right_pr_number": 45994, - "similarity": 0.383, - "content_similarity": 0.241, + "similarity": 0.39, + "content_similarity": 0.251, "size_similarity": 0.429, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -558,8 +561,8 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.381, - "content_similarity": 0.252, + "similarity": 0.389, + "content_similarity": 0.263, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -574,8 +577,8 @@ { "left_pr_number": 43651, "right_pr_number": 44257, - "similarity": 0.381, - "content_similarity": 0.259, + "similarity": 0.389, + "content_similarity": 0.27, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -590,8 +593,8 @@ { "left_pr_number": 44123, "right_pr_number": 44660, - "similarity": 0.378, - "content_similarity": 0.303, + "similarity": 0.387, + "content_similarity": 0.315, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -604,11 +607,11 @@ ] }, { - "left_pr_number": 45055, - "right_pr_number": 45273, - "similarity": 0.378, - "content_similarity": 0.182, - "size_similarity": 0.667, + "left_pr_number": 44123, + "right_pr_number": 45994, + "similarity": 0.385, + "content_similarity": 0.308, + "size_similarity": 0.127, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -620,11 +623,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 45994, - "similarity": 0.376, - "content_similarity": 0.296, - "size_similarity": 0.127, + "left_pr_number": 45055, + "right_pr_number": 45273, + "similarity": 0.384, + "content_similarity": 0.191, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -638,8 +641,8 @@ { "left_pr_number": 44189, "right_pr_number": 45273, - "similarity": 0.373, - "content_similarity": 0.211, + "similarity": 0.38, + "content_similarity": 0.221, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -654,8 +657,8 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.372, - "content_similarity": 0.211, + "similarity": 0.379, + "content_similarity": 0.22, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -670,8 +673,8 @@ { "left_pr_number": 43636, "right_pr_number": 44123, - "similarity": 0.367, - "content_similarity": 0.267, + "similarity": 0.375, + "content_similarity": 0.279, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -686,8 +689,8 @@ { "left_pr_number": 44123, "right_pr_number": 44189, - "similarity": 0.365, - "content_similarity": 0.292, + "similarity": 0.374, + "content_similarity": 0.304, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -702,8 +705,8 @@ { "left_pr_number": 45055, "right_pr_number": 45067, - "similarity": 0.365, - "content_similarity": 0.281, + "similarity": 0.373, + "content_similarity": 0.293, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -718,8 +721,8 @@ { "left_pr_number": 43663, "right_pr_number": 45273, - "similarity": 0.357, - "content_similarity": 0.279, + "similarity": 0.365, + "content_similarity": 0.29, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -734,8 +737,8 @@ { "left_pr_number": 44660, "right_pr_number": 45273, - "similarity": 0.353, - "content_similarity": 0.219, + "similarity": 0.36, + "content_similarity": 0.229, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -750,8 +753,8 @@ { "left_pr_number": 43651, "right_pr_number": 45055, - "similarity": 0.351, - "content_similarity": 0.252, + "similarity": 0.359, + "content_similarity": 0.263, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -766,8 +769,8 @@ { "left_pr_number": 44123, "right_pr_number": 44257, - "similarity": 0.347, - "content_similarity": 0.259, + "similarity": 0.355, + "content_similarity": 0.27, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -782,8 +785,8 @@ { "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.343, - "content_similarity": 0.218, + "similarity": 0.35, + "content_similarity": 0.227, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -798,8 +801,8 @@ { "left_pr_number": 45273, "right_pr_number": 45994, - "similarity": 0.343, - "content_similarity": 0.214, + "similarity": 0.35, + "content_similarity": 0.224, "size_similarity": 0.286, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -814,8 +817,8 @@ { "left_pr_number": 45067, "right_pr_number": 45273, - "similarity": 0.337, - "content_similarity": 0.25, + "similarity": 0.344, + "content_similarity": 0.261, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -830,8 +833,8 @@ { "left_pr_number": 44123, "right_pr_number": 45055, - "similarity": 0.334, - "content_similarity": 0.252, + "similarity": 0.342, + "content_similarity": 0.263, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -846,8 +849,8 @@ { "left_pr_number": 44257, "right_pr_number": 45273, - "similarity": 0.331, - "content_similarity": 0.187, + "similarity": 0.337, + "content_similarity": 0.196, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -862,8 +865,8 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.324, - "content_similarity": 0.224, + "similarity": 0.331, + "content_similarity": 0.234, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -878,8 +881,8 @@ { "left_pr_number": 43636, "right_pr_number": 45273, - "similarity": 0.313, - "content_similarity": 0.193, + "similarity": 0.319, + "content_similarity": 0.203, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -894,8 +897,8 @@ { "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.312, - "content_similarity": 0.224, + "similarity": 0.319, + "content_similarity": 0.234, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -919,7 +922,7 @@ 45996 ], "representative_pr_number": 45635, - "average_similarity": 0.461, + "average_similarity": 0.465, "summary": "5 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #45635.", "shared_filenames": [ "src/transformers/core_model_loading.py", @@ -928,7 +931,9 @@ "src/transformers/modeling_utils.py" ], "shared_directories": [ + "src/transformers", "tests", + "src", "tests/utils", "src/transformers/integrations" ], @@ -936,8 +941,8 @@ { "left_pr_number": 44974, "right_pr_number": 45635, - "similarity": 0.715, - "content_similarity": 0.715, + "similarity": 0.719, + "content_similarity": 0.719, "size_similarity": 0.59, "breadth_similarity": 0.8, "concentration_similarity": 0.929, @@ -955,8 +960,8 @@ { "left_pr_number": 45635, "right_pr_number": 45996, - "similarity": 0.648, - "content_similarity": 0.594, + "similarity": 0.651, + "content_similarity": 0.598, "size_similarity": 0.714, "breadth_similarity": 0.875, "concentration_similarity": 0.758, @@ -974,8 +979,8 @@ { "left_pr_number": 44974, "right_pr_number": 45996, - "similarity": 0.581, - "content_similarity": 0.553, + "similarity": 0.584, + "content_similarity": 0.557, "size_similarity": 0.422, "breadth_similarity": 0.9, "concentration_similarity": 0.829, @@ -994,8 +999,8 @@ { "left_pr_number": 45421, "right_pr_number": 45635, - "similarity": 0.459, - "content_similarity": 0.371, + "similarity": 0.464, + "content_similarity": 0.378, "size_similarity": 0.803, "breadth_similarity": 0.5, "concentration_similarity": 0.586, @@ -1012,8 +1017,8 @@ { "left_pr_number": 44974, "right_pr_number": 45666, - "similarity": 0.452, - "content_similarity": 0.418, + "similarity": 0.457, + "content_similarity": 0.424, "size_similarity": 0.442, "breadth_similarity": 0.657, "concentration_similarity": 0.558, @@ -1033,8 +1038,8 @@ { "left_pr_number": 44974, "right_pr_number": 45421, - "similarity": 0.416, - "content_similarity": 0.294, + "similarity": 0.421, + "content_similarity": 0.301, "size_similarity": 0.735, "breadth_similarity": 0.667, "concentration_similarity": 0.657, @@ -1050,8 +1055,8 @@ { "left_pr_number": 45666, "right_pr_number": 45996, - "similarity": 0.383, - "content_similarity": 0.371, + "similarity": 0.386, + "content_similarity": 0.376, "size_similarity": 0.186, "breadth_similarity": 0.586, "concentration_similarity": 0.729, @@ -1070,8 +1075,8 @@ { "left_pr_number": 45635, "right_pr_number": 45666, - "similarity": 0.352, - "content_similarity": 0.339, + "similarity": 0.357, + "content_similarity": 0.346, "size_similarity": 0.261, "breadth_similarity": 0.514, "concentration_similarity": 0.488, @@ -1089,8 +1094,8 @@ { "left_pr_number": 45421, "right_pr_number": 45996, - "similarity": 0.318, - "content_similarity": 0.189, + "similarity": 0.322, + "content_similarity": 0.195, "size_similarity": 0.573, "breadth_similarity": 0.583, "concentration_similarity": 0.828, @@ -1106,8 +1111,8 @@ { "left_pr_number": 45421, "right_pr_number": 45666, - "similarity": 0.283, - "content_similarity": 0.15, + "similarity": 0.288, + "content_similarity": 0.156, "size_similarity": 0.325, "breadth_similarity": 0.845, "concentration_similarity": 0.902, @@ -1132,7 +1137,7 @@ 45817 ], "representative_pr_number": 45606, - "average_similarity": 0.461, + "average_similarity": 0.463, "summary": "5 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`; representative PR #45606.", "shared_filenames": [ "tests/models/gemma4/test_modeling_gemma4.py", @@ -1147,16 +1152,16 @@ "tests", "src/transformers/models/gemma4", "src/transformers/models", - "docs/source/en/model_doc", - "src/transformers/models/auto", - "docs/source/en" + "src/transformers", + "src", + "docs/source/en/model_doc" ], "pairwise": [ { "left_pr_number": 45606, "right_pr_number": 45607, - "similarity": 0.763, - "content_similarity": 0.808, + "similarity": 0.761, + "content_similarity": 0.806, "size_similarity": 0.778, "breadth_similarity": 0.417, "concentration_similarity": 0.778, @@ -1172,8 +1177,8 @@ { "left_pr_number": 45294, "right_pr_number": 45438, - "similarity": 0.755, - "content_similarity": 0.775, + "similarity": 0.759, + "content_similarity": 0.781, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -1200,8 +1205,8 @@ { "left_pr_number": 45606, "right_pr_number": 45817, - "similarity": 0.605, - "content_similarity": 0.549, + "similarity": 0.607, + "content_similarity": 0.552, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 0.768, @@ -1223,8 +1228,8 @@ { "left_pr_number": 45438, "right_pr_number": 45817, - "similarity": 0.505, - "content_similarity": 0.549, + "similarity": 0.51, + "content_similarity": 0.555, "size_similarity": 0.231, "breadth_similarity": 0.55, "concentration_similarity": 0.626, @@ -1246,8 +1251,8 @@ { "left_pr_number": 45607, "right_pr_number": 45817, - "similarity": 0.483, - "content_similarity": 0.501, + "similarity": 0.481, + "content_similarity": 0.498, "size_similarity": 0.424, "breadth_similarity": 0.417, "concentration_similarity": 0.545, @@ -1263,8 +1268,8 @@ { "left_pr_number": 45294, "right_pr_number": 45817, - "similarity": 0.452, - "content_similarity": 0.404, + "similarity": 0.459, + "content_similarity": 0.414, "size_similarity": 0.55, "breadth_similarity": 0.55, "concentration_similarity": 0.637, @@ -1286,8 +1291,8 @@ { "left_pr_number": 45294, "right_pr_number": 45606, - "similarity": 0.346, - "content_similarity": 0.289, + "similarity": 0.351, + "content_similarity": 0.296, "size_similarity": 0.3, "breadth_similarity": 0.55, "concentration_similarity": 0.869, @@ -1309,8 +1314,8 @@ { "left_pr_number": 45438, "right_pr_number": 45606, - "similarity": 0.341, - "content_similarity": 0.32, + "similarity": 0.345, + "content_similarity": 0.326, "size_similarity": 0.126, "breadth_similarity": 0.55, "concentration_similarity": 0.858, @@ -1332,8 +1337,8 @@ { "left_pr_number": 45294, "right_pr_number": 45607, - "similarity": 0.191, - "content_similarity": 0.126, + "similarity": 0.19, + "content_similarity": 0.124, "size_similarity": 0.233, "breadth_similarity": 0.225, "concentration_similarity": 0.908, @@ -1349,8 +1354,8 @@ { "left_pr_number": 45438, "right_pr_number": 45607, - "similarity": 0.171, - "content_similarity": 0.125, + "similarity": 0.17, + "content_similarity": 0.124, "size_similarity": 0.098, "breadth_similarity": 0.225, "concentration_similarity": 0.92, @@ -1374,7 +1379,7 @@ 45668 ], "representative_pr_number": 45546, - "average_similarity": 0.747, + "average_similarity": 0.749, "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.", "shared_filenames": [ "src/transformers/integrations/ggml.py", @@ -1385,14 +1390,16 @@ "tests/quantization/ggml", "src/transformers/integrations", "tests/quantization", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 44070, "right_pr_number": 45296, - "similarity": 0.876, - "content_similarity": 0.892, + "similarity": 0.877, + "content_similarity": 0.893, "size_similarity": 0.702, "breadth_similarity": 1.0, "concentration_similarity": 0.932, @@ -1413,8 +1420,8 @@ { "left_pr_number": 45546, "right_pr_number": 45668, - "similarity": 0.802, - "content_similarity": 0.773, + "similarity": 0.804, + "content_similarity": 0.775, "size_similarity": 0.773, "breadth_similarity": 1.0, "concentration_similarity": 0.903, @@ -1435,8 +1442,8 @@ { "left_pr_number": 45296, "right_pr_number": 45546, - "similarity": 0.781, - "content_similarity": 0.787, + "similarity": 0.782, + "content_similarity": 0.789, "size_similarity": 0.576, "breadth_similarity": 1.0, "concentration_similarity": 0.859, @@ -1457,8 +1464,8 @@ { "left_pr_number": 44070, "right_pr_number": 45546, - "similarity": 0.734, - "content_similarity": 0.752, + "similarity": 0.736, + "content_similarity": 0.755, "size_similarity": 0.404, "breadth_similarity": 1.0, "concentration_similarity": 0.927, @@ -1479,8 +1486,8 @@ { "left_pr_number": 45296, "right_pr_number": 45668, - "similarity": 0.654, - "content_similarity": 0.628, + "similarity": 0.657, + "content_similarity": 0.632, "size_similarity": 0.445, "breadth_similarity": 1.0, "concentration_similarity": 0.956, @@ -1501,8 +1508,8 @@ { "left_pr_number": 44070, "right_pr_number": 45668, - "similarity": 0.634, - "content_similarity": 0.627, + "similarity": 0.637, + "content_similarity": 0.631, "size_similarity": 0.312, "breadth_similarity": 1.0, "concentration_similarity": 0.976, @@ -1531,20 +1538,22 @@ 44682 ], "representative_pr_number": 43836, - "average_similarity": 0.542, + "average_similarity": 0.546, "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.", "shared_filenames": [ "src/transformers/cli/serve.py" ], "shared_directories": [ - "src/transformers/cli" + "src/transformers/cli", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 43656, "right_pr_number": 43836, - "similarity": 0.676, - "content_similarity": 0.726, + "similarity": 0.678, + "content_similarity": 0.729, "size_similarity": 0.121, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1560,8 +1569,8 @@ { "left_pr_number": 43836, "right_pr_number": 43842, - "similarity": 0.599, - "content_similarity": 0.636, + "similarity": 0.602, + "content_similarity": 0.64, "size_similarity": 0.027, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1577,8 +1586,8 @@ { "left_pr_number": 43836, "right_pr_number": 44682, - "similarity": 0.589, - "content_similarity": 0.627, + "similarity": 0.593, + "content_similarity": 0.634, "size_similarity": 0.398, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -1594,8 +1603,8 @@ { "left_pr_number": 43656, "right_pr_number": 43842, - "similarity": 0.569, - "content_similarity": 0.55, + "similarity": 0.572, + "content_similarity": 0.555, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1611,8 +1620,8 @@ { "left_pr_number": 43656, "right_pr_number": 44682, - "similarity": 0.424, - "content_similarity": 0.466, + "similarity": 0.428, + "content_similarity": 0.473, "size_similarity": 0.048, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -1628,8 +1637,8 @@ { "left_pr_number": 43842, "right_pr_number": 44682, - "similarity": 0.395, - "content_similarity": 0.433, + "similarity": 0.399, + "content_similarity": 0.44, "size_similarity": 0.011, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -1653,12 +1662,15 @@ 46013 ], "representative_pr_number": 43549, - "average_similarity": 0.533, + "average_similarity": 0.537, "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.", "shared_filenames": [ "src/transformers/modeling_flash_attention_utils.py" ], - "shared_directories": [], + "shared_directories": [ + "src/transformers", + "src" + ], "pairwise": [ { "left_pr_number": 43549, @@ -1679,8 +1691,8 @@ { "left_pr_number": 41097, "right_pr_number": 43549, - "similarity": 0.542, - "content_similarity": 0.432, + "similarity": 0.548, + "content_similarity": 0.44, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1695,8 +1707,8 @@ { "left_pr_number": 44547, "right_pr_number": 46013, - "similarity": 0.51, - "content_similarity": 0.3, + "similarity": 0.515, + "content_similarity": 0.307, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1711,8 +1723,8 @@ { "left_pr_number": 41097, "right_pr_number": 46013, - "similarity": 0.438, - "content_similarity": 0.377, + "similarity": 0.443, + "content_similarity": 0.385, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1727,8 +1739,8 @@ { "left_pr_number": 43549, "right_pr_number": 44547, - "similarity": 0.431, - "content_similarity": 0.344, + "similarity": 0.436, + "content_similarity": 0.351, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1743,8 +1755,8 @@ { "left_pr_number": 41097, "right_pr_number": 44547, - "similarity": 0.39, - "content_similarity": 0.308, + "similarity": 0.395, + "content_similarity": 0.315, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1767,20 +1779,22 @@ 45985 ], "representative_pr_number": 45985, - "average_similarity": 0.5, + "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" ], "shared_directories": [ - "src/transformers/generation" + "src/transformers/generation", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 34667, "right_pr_number": 45985, - "similarity": 0.595, - "content_similarity": 0.478, + "similarity": 0.601, + "content_similarity": 0.488, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1796,8 +1810,8 @@ { "left_pr_number": 39683, "right_pr_number": 45985, - "similarity": 0.591, - "content_similarity": 0.491, + "similarity": 0.598, + "content_similarity": 0.5, "size_similarity": 0.652, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1813,8 +1827,8 @@ { "left_pr_number": 34667, "right_pr_number": 39683, - "similarity": 0.518, - "content_similarity": 0.423, + "similarity": 0.524, + "content_similarity": 0.432, "size_similarity": 0.478, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1830,8 +1844,8 @@ { "left_pr_number": 44872, "right_pr_number": 45985, - "similarity": 0.456, - "content_similarity": 0.394, + "similarity": 0.462, + "content_similarity": 0.403, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1847,8 +1861,8 @@ { "left_pr_number": 34667, "right_pr_number": 44872, - "similarity": 0.429, - "content_similarity": 0.339, + "similarity": 0.435, + "content_similarity": 0.348, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1864,8 +1878,8 @@ { "left_pr_number": 39683, "right_pr_number": 44872, - "similarity": 0.413, - "content_similarity": 0.348, + "similarity": 0.419, + "content_similarity": 0.357, "size_similarity": 0.13, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1881,387 +1895,45 @@ ] }, { - "cluster_id": "pr-scope-44907-4", + "cluster_id": "pr-scope-44066-3", "pr_numbers": [ - 44907, - 45783, - 45827, - 46029 + 44066, + 44085, + 44722 ], - "representative_pr_number": 46029, - "average_similarity": 0.438, - "summary": "4 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #46029.", + "representative_pr_number": 44722, + "average_similarity": 0.942, + "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.", "shared_filenames": [ - 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"similarity": 0.351, - "content_similarity": 0.082, - "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": 46007, - "similarity": 0.347, - "content_similarity": 0.076, - "size_similarity": 0.958, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - }, - { - "left_pr_number": 44550, - "right_pr_number": 46007, - "similarity": 0.347, - "content_similarity": 0.085, - "size_similarity": 0.917, - "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": 46007, - "similarity": 0.338, - "content_similarity": 0.072, - "size_similarity": 0.917, - "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": [ - 44066, - 44085, - 44722 - ], - "representative_pr_number": 44722, - "average_similarity": 0.942, - "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.", - "shared_filenames": [ - "src/transformers/models/gptj/modeling_gptj.py", - "src/transformers/models/codegen/modeling_codegen.py" - ], - "shared_directories": [ - "src/transformers/models/gptj", - "src/transformers/models", - "src/transformers/models/codegen" - ], - "pairwise": [ - { - "left_pr_number": 44066, - "right_pr_number": 44722, - "similarity": 0.969, - "content_similarity": 0.967, - "size_similarity": 0.959, - "breadth_similarity": 1.0, - "concentration_similarity": 0.957, - "shared_filenames": [ - "src/transformers/models/codegen/modeling_codegen.py", - "src/transformers/models/gptj/modeling_gptj.py" - ], - "shared_directories": [ - "src/transformers/models/codegen", - "src/transformers/models/gptj", - "src/transformers/models", - "src/transformers", - "src" + "src/transformers/models/codegen", + "src/transformers/models/gptj", + "src/transformers/models", + "src/transformers", + "src" ] }, { @@ -2302,71 +1974,6 @@ } ] }, - { - "cluster_id": "pr-scope-41441-3", - "pr_numbers": [ - 41441, - 43469, - 46009 - ], - "representative_pr_number": 41441, - "average_similarity": 0.718, - "summary": "3 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.", - "shared_filenames": [ - "src/transformers/hf_argparser.py" - ], - "shared_directories": [], - "pairwise": [ - { - "left_pr_number": 41441, - "right_pr_number": 46009, - "similarity": 0.876, - "content_similarity": 0.976, - "size_similarity": 0.286, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/hf_argparser.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41441, - "right_pr_number": 43469, - "similarity": 0.659, - "content_similarity": 0.741, - "size_similarity": 0.35, - "breadth_similarity": 0.5, - "concentration_similarity": 0.75, - "shared_filenames": [ - "src/transformers/hf_argparser.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43469, - "right_pr_number": 46009, - "similarity": 0.618, - "content_similarity": 0.737, - "size_similarity": 0.1, - "breadth_similarity": 0.5, - "concentration_similarity": 0.75, - "shared_filenames": [ - "src/transformers/hf_argparser.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-44015-3", "pr_numbers": [ @@ -2375,21 +1982,23 @@ 44676 ], "representative_pr_number": 44059, - "average_similarity": 0.563, + "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" ], "shared_directories": [ "src/transformers/models/gpt2", - "src/transformers/models" + "src/transformers/models", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 44059, "right_pr_number": 44676, - "similarity": 0.675, - "content_similarity": 0.737, + "similarity": 0.678, + "content_similarity": 0.74, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2406,8 +2015,8 @@ { "left_pr_number": 44015, "right_pr_number": 44059, - "similarity": 0.608, - "content_similarity": 0.67, + "similarity": 0.611, + "content_similarity": 0.674, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -2424,8 +2033,8 @@ { "left_pr_number": 44015, "right_pr_number": 44676, - "similarity": 0.407, - "content_similarity": 0.492, + "similarity": 0.411, + "content_similarity": 0.498, "size_similarity": 0.034, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -2449,21 +2058,23 @@ 45422 ], "representative_pr_number": 41606, - "average_similarity": 0.556, + "average_similarity": 0.558, "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.", "shared_filenames": [ "tests/test_processing_common.py", "src/transformers/processing_utils.py" ], "shared_directories": [ - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 41606, "right_pr_number": 44543, - "similarity": 0.686, - "content_similarity": 0.664, + "similarity": 0.687, + "content_similarity": 0.665, "size_similarity": 0.583, "breadth_similarity": 1.0, "concentration_similarity": 0.683, @@ -2480,8 +2091,8 @@ { "left_pr_number": 41606, "right_pr_number": 45422, - "similarity": 0.498, - "content_similarity": 0.42, + "similarity": 0.5, + "content_similarity": 0.422, "size_similarity": 0.569, "breadth_similarity": 0.75, "concentration_similarity": 0.881, @@ -2498,8 +2109,8 @@ { "left_pr_number": 44543, "right_pr_number": 45422, - "similarity": 0.484, - "content_similarity": 0.456, + "similarity": 0.486, + "content_similarity": 0.459, "size_similarity": 0.331, "breadth_similarity": 0.75, "concentration_similarity": 0.802, @@ -2515,6 +2126,81 @@ } ] }, + { + "cluster_id": "pr-scope-43997-3", + "pr_numbers": [ + 43997, + 44007, + 44019 + ], + "representative_pr_number": 44007, + "average_similarity": 0.529, + "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.", + "shared_filenames": [ + "src/transformers/models/regnet/modeling_regnet.py", + "src/transformers/models/resnet/modeling_resnet.py" + ], + "shared_directories": [ + "src/transformers/models", + "src/transformers", + "src", + "src/transformers/models/regnet", + "src/transformers/models/resnet" + ], + "pairwise": [ + { + "left_pr_number": 44007, + "right_pr_number": 44019, + "similarity": 0.698, + "content_similarity": 0.709, + "size_similarity": 0.94, + "breadth_similarity": 0.333, + "concentration_similarity": 0.548, + "shared_filenames": [ + "src/transformers/models/resnet/modeling_resnet.py" + ], + "shared_directories": [ + "src/transformers/models/resnet", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43997, + "right_pr_number": 44007, + "similarity": 0.615, + "content_similarity": 0.647, + "size_similarity": 0.679, + "breadth_similarity": 0.333, + "concentration_similarity": 0.548, + "shared_filenames": [ + "src/transformers/models/regnet/modeling_regnet.py" + ], + "shared_directories": [ + "src/transformers/models/regnet", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43997, + "right_pr_number": 44019, + "similarity": 0.275, + "content_similarity": 0.024, + "size_similarity": 0.722, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-42975-3", "pr_numbers": [ @@ -2609,79 +2295,6 @@ } ] }, - { - "cluster_id": "pr-scope-43997-3", - "pr_numbers": [ - 43997, - 44007, - 44019 - ], - "representative_pr_number": 44007, - "average_similarity": 0.525, - "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.", - "shared_filenames": [ - "src/transformers/models/regnet/modeling_regnet.py", - "src/transformers/models/resnet/modeling_resnet.py" - ], - "shared_directories": [ - "src/transformers/models", - "src/transformers/models/regnet", - "src/transformers/models/resnet" - ], - "pairwise": [ - { - "left_pr_number": 44007, - "right_pr_number": 44019, - "similarity": 0.696, - "content_similarity": 0.706, - "size_similarity": 0.94, - "breadth_similarity": 0.333, - "concentration_similarity": 0.548, - "shared_filenames": [ - "src/transformers/models/resnet/modeling_resnet.py" - ], - "shared_directories": [ - "src/transformers/models/resnet", - "src/transformers/models", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43997, - "right_pr_number": 44007, - "similarity": 0.612, - "content_similarity": 0.643, - "size_similarity": 0.679, - "breadth_similarity": 0.333, - "concentration_similarity": 0.548, - "shared_filenames": [ - "src/transformers/models/regnet/modeling_regnet.py" - ], - "shared_directories": [ - "src/transformers/models/regnet", - "src/transformers/models", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43997, - "right_pr_number": 44019, - "similarity": 0.267, - "content_similarity": 0.012, - "size_similarity": 0.722, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "src/transformers/models", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-45974-3", "pr_numbers": [ @@ -2690,7 +2303,7 @@ 46006 ], "representative_pr_number": 45974, - "average_similarity": 0.441, + "average_similarity": 0.446, "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45974.", "shared_filenames": [ "src/transformers/cli/serving/model_manager.py", @@ -2698,14 +2311,16 @@ ], "shared_directories": [ "src/transformers/cli/serving", - "src/transformers/cli" + "src/transformers/cli", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 45974, "right_pr_number": 45975, - "similarity": 0.601, - "content_similarity": 0.549, + "similarity": 0.605, + "content_similarity": 0.555, "size_similarity": 0.451, "breadth_similarity": 1.0, "concentration_similarity": 0.975, @@ -2723,8 +2338,8 @@ { "left_pr_number": 45974, "right_pr_number": 46006, - "similarity": 0.427, - "content_similarity": 0.471, + "similarity": 0.43, + "content_similarity": 0.477, "size_similarity": 0.2, "breadth_similarity": 0.333, "concentration_similarity": 0.667, @@ -2741,8 +2356,8 @@ { "left_pr_number": 45975, "right_pr_number": 46006, - "similarity": 0.296, - "content_similarity": 0.307, + "similarity": 0.302, + "content_similarity": 0.315, "size_similarity": 0.09, "breadth_similarity": 0.333, "concentration_similarity": 0.692, @@ -2759,66 +2374,133 @@ ] }, { - "cluster_id": "pr-scope-44606-3", + "cluster_id": "pr-scope-44907-3", "pr_numbers": [ - 44606, - 45086, - 45317 + 44907, + 45783, + 45827 ], - "representative_pr_number": 45086, - "average_similarity": 0.408, - "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #45086.", + "representative_pr_number": 45783, + "average_similarity": 0.423, + "summary": "3 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #45783.", "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + "src/transformers/models/glm46v/modeling_glm46v.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", + "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py", + "src/transformers/models/qwen2_vl/modeling_qwen2_vl.py" + ], + "shared_directories": [ + "src/transformers/models/glm_ocr", + "src/transformers/models/glm46v", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen3_5_moe", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/qwen3_5" ], - 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"src/transformers", - "src" + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/glm46v", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen2_5_vl", + "src/transformers/models/qwen2_vl", + "src/transformers/models/qwen3_5" ] } ] @@ -2831,18 +2513,21 @@ 45655 ], "representative_pr_number": 45649, - "average_similarity": 0.399, + "average_similarity": 0.411, "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", "shared_filenames": [ "src/transformers/modeling_utils.py" ], - "shared_directories": [], + "shared_directories": [ + "src/transformers", + "src" + ], "pairwise": [ { "left_pr_number": 45649, "right_pr_number": 45655, - "similarity": 0.489, - "content_similarity": 0.317, + "similarity": 0.501, + "content_similarity": 0.335, "size_similarity": 0.778, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2857,8 +2542,8 @@ { "left_pr_number": 45548, "right_pr_number": 45649, - "similarity": 0.372, - "content_similarity": 0.321, + "similarity": 0.385, + "content_similarity": 0.34, "size_similarity": 0.149, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -2873,8 +2558,8 @@ { "left_pr_number": 45548, "right_pr_number": 45655, - "similarity": 0.335, - "content_similarity": 0.259, + "similarity": 0.347, + "content_similarity": 0.276, "size_similarity": 0.191, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -2896,20 +2581,22 @@ 45524 ], "representative_pr_number": 44615, - "average_similarity": 0.396, + "average_similarity": 0.402, "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.", "shared_filenames": [ "src/transformers/utils/import_utils.py" ], "shared_directories": [ - "src/transformers/utils" + "src/transformers/utils", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 44615, "right_pr_number": 45524, - "similarity": 0.412, - "content_similarity": 0.325, + "similarity": 0.417, + "content_similarity": 0.333, "size_similarity": 0.229, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2923,37 +2610,103 @@ ] }, { - "left_pr_number": 44385, - "right_pr_number": 44615, - "similarity": 0.4, - "content_similarity": 0.325, - "size_similarity": 0.371, - "breadth_similarity": 0.667, + "left_pr_number": 44385, + "right_pr_number": 44615, + "similarity": 0.406, + "content_similarity": 0.334, + "size_similarity": 0.371, + "breadth_similarity": 0.667, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], + "shared_directories": [ + "src/transformers/utils", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44385, + "right_pr_number": 45524, + "similarity": 0.383, + "content_similarity": 0.248, + "size_similarity": 0.615, + "breadth_similarity": 0.667, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], + "shared_directories": [ + "src/transformers/utils", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-33686-3", + "pr_numbers": [ + 33686, + 44407, + 44550 + ], + "representative_pr_number": 44550, + "average_similarity": 0.367, + "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": 0.39, + "content_similarity": 0.129, + "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": 0.36, + "content_similarity": 0.096, + "size_similarity": 0.957, + "breadth_similarity": 1.0, "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/utils/import_utils.py" - ], + "shared_filenames": [], "shared_directories": [ - "src/transformers/utils", - "src/transformers", - "src" + "docs/source/en", + "docs/source", + "docs" ] }, { - "left_pr_number": 44385, - "right_pr_number": 45524, - "similarity": 0.377, - "content_similarity": 0.24, - "size_similarity": 0.615, - "breadth_similarity": 0.667, + "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": [ - "src/transformers/utils/import_utils.py" - ], + "shared_filenames": [], "shared_directories": [ - "src/transformers/utils", - "src/transformers", - "src" + "docs/source/en", + "docs/source", + "docs" ] } ] @@ -2966,21 +2719,23 @@ 45917 ], "representative_pr_number": 44981, - "average_similarity": 0.359, + "average_similarity": 0.361, "summary": "3 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44981.", "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "tests/trainer", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 44889, "right_pr_number": 44981, - "similarity": 0.396, - "content_similarity": 0.153, + "similarity": 0.399, + "content_similarity": 0.156, "size_similarity": 0.991, "breadth_similarity": 1.0, "concentration_similarity": 0.812, @@ -2997,8 +2752,8 @@ { "left_pr_number": 44981, "right_pr_number": 45917, - "similarity": 0.353, - "content_similarity": 0.107, + "similarity": 0.355, + "content_similarity": 0.109, "size_similarity": 0.87, "breadth_similarity": 1.0, "concentration_similarity": 0.959, @@ -3013,8 +2768,8 @@ { "left_pr_number": 44889, "right_pr_number": 45917, - "similarity": 0.327, - "content_similarity": 0.075, + "similarity": 0.33, + "content_similarity": 0.08, "size_similarity": 0.879, "breadth_similarity": 1.0, "concentration_similarity": 0.852, @@ -3046,7 +2801,9 @@ "tests/models/gpt_neo", "src/transformers/models", "tests/models", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { @@ -3107,7 +2864,7 @@ "left_pr_number": 41116, "right_pr_number": 45613, "similarity": 0.954, - "content_similarity": 0.987, + "content_similarity": 0.988, "size_similarity": 0.897, "breadth_similarity": 0.792, "concentration_similarity": 0.983, @@ -3171,7 +2928,7 @@ "left_pr_number": 40962, "right_pr_number": 45186, "similarity": 0.925, - "content_similarity": 0.943, + "content_similarity": 0.944, "size_similarity": 0.818, "breadth_similarity": 1.0, "concentration_similarity": 0.832, @@ -3215,7 +2972,9 @@ "src/transformers/loss/loss_utils.py" ], "shared_directories": [ - "src/transformers/loss" + "src/transformers/loss", + "src/transformers", + "src" ], "pairwise": [ { @@ -3244,7 +3003,7 @@ 43775 ], "representative_pr_number": 43543, - "average_similarity": 0.819, + "average_similarity": 0.82, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`; representative PR #43543.", "shared_filenames": [ "src/transformers/models/jetmoe/modeling_jetmoe.py", @@ -3270,8 +3029,8 @@ { "left_pr_number": 43543, "right_pr_number": 43775, - "similarity": 0.819, - "content_similarity": 0.912, + "similarity": 0.82, + "content_similarity": 0.914, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3319,7 +3078,9 @@ "tests/quantization/bnb", "src/transformers/quantizers", "tests/quantization", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { @@ -3360,7 +3121,9 @@ ], "shared_directories": [ "tests/utils", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { @@ -3391,20 +3154,22 @@ 45523 ], "representative_pr_number": 41901, - "average_similarity": 0.716, + "average_similarity": 0.718, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.", "shared_filenames": [ "src/transformers/integrations/executorch.py" ], "shared_directories": [ - "src/transformers/integrations" + "src/transformers/integrations", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 41901, "right_pr_number": 45523, - "similarity": 0.716, - "content_similarity": 0.774, + "similarity": 0.718, + "content_similarity": 0.778, "size_similarity": 0.158, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3426,7 +3191,7 @@ 45144 ], "representative_pr_number": 43020, - "average_similarity": 0.71, + "average_similarity": 0.712, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/convert_mimo_v2_flash_weights_to_hf.py`; representative PR #43020.", "shared_filenames": [ "src/transformers/models/mimo_v2_flash/__init__.py", @@ -3444,14 +3209,16 @@ "tests/models/mimo_v2_flash", "src/transformers/models", "tests/models", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 43020, "right_pr_number": 45144, - "similarity": 0.71, - "content_similarity": 0.712, + "similarity": 0.712, + "content_similarity": 0.715, "size_similarity": 0.694, "breadth_similarity": 0.607, "concentration_similarity": 0.937, @@ -3485,7 +3252,7 @@ 45977 ], "representative_pr_number": 44794, - "average_similarity": 0.702, + "average_similarity": 0.706, "summary": "2 open PRs share weighted file overlap around `docs/source/en/gguf.md`, `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`; representative PR #44794.", "shared_filenames": [ "docs/source/en/gguf.md", @@ -3503,15 +3270,15 @@ "docs/source/en", "tests/quantization", "docs/source", - "docs", - "tests" + "src/transformers", + "docs" ], "pairwise": [ { "left_pr_number": 44794, "right_pr_number": 45977, - "similarity": 0.702, - "content_similarity": 0.689, + "similarity": 0.706, + "content_similarity": 0.694, "size_similarity": 0.674, "breadth_similarity": 0.757, "concentration_similarity": 0.861, @@ -3546,7 +3313,7 @@ 45480 ], "representative_pr_number": 43747, - "average_similarity": 0.683, + "average_similarity": 0.682, "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" @@ -3560,8 +3327,8 @@ { "left_pr_number": 43747, "right_pr_number": 45480, - "similarity": 0.683, - "content_similarity": 0.637, + "similarity": 0.682, + "content_similarity": 0.635, "size_similarity": 0.664, "breadth_similarity": 1.0, "concentration_similarity": 0.751, @@ -3576,6 +3343,41 @@ } ] }, + { + "cluster_id": "pr-scope-41441-2", + "pr_numbers": [ + 41441, + 43469 + ], + "representative_pr_number": 41441, + "average_similarity": 0.67, + "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.", + "shared_filenames": [ + "src/transformers/hf_argparser.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 41441, + "right_pr_number": 43469, + "similarity": 0.67, + "content_similarity": 0.757, + "size_similarity": 0.35, + "breadth_similarity": 0.5, + "concentration_similarity": 0.75, + "shared_filenames": [ + "src/transformers/hf_argparser.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-43779-2", "pr_numbers": [ @@ -3583,20 +3385,22 @@ 43816 ], "representative_pr_number": 43779, - "average_similarity": 0.665, + "average_similarity": 0.667, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.", "shared_filenames": [ "src/transformers/integrations/integration_utils.py" ], "shared_directories": [ - "src/transformers/integrations" + "src/transformers/integrations", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 43779, "right_pr_number": 43816, - "similarity": 0.665, - "content_similarity": 0.683, + "similarity": 0.667, + "content_similarity": 0.685, "size_similarity": 0.25, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3618,7 +3422,7 @@ 45627 ], "representative_pr_number": 42668, - "average_similarity": 0.661, + "average_similarity": 0.662, "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_processor_auto.py`, `src/transformers/processing_utils.py`; representative PR #42668.", "shared_filenames": [ "tests/models/auto/test_processor_auto.py", @@ -3627,14 +3431,16 @@ "shared_directories": [ "tests/models/auto", "tests/models", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 42668, "right_pr_number": 45627, - "similarity": 0.661, - "content_similarity": 0.805, + "similarity": 0.662, + "content_similarity": 0.807, "size_similarity": 0.189, "breadth_similarity": 0.216, "concentration_similarity": 0.952, @@ -3653,75 +3459,73 @@ ] }, { - "cluster_id": "pr-scope-45822-2", + "cluster_id": "pr-scope-44101-2", "pr_numbers": [ - 45822, - 46012 + 44101, + 44116 ], - "representative_pr_number": 45822, - "average_similarity": 0.555, - "summary": "2 open PRs share weighted file overlap around `tests/tokenization/test_tokenization_fast.py`, `src/transformers/tokenization_utils_tokenizers.py`; representative PR #45822.", + "representative_pr_number": 44101, + "average_similarity": 0.554, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", "shared_filenames": [ - "tests/tokenization/test_tokenization_fast.py", - "src/transformers/tokenization_utils_tokenizers.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ - "tests/tokenization", - "tests" + "src/transformers/models/flaubert", + "src/transformers/models", + "src/transformers", + "src" ], "pairwise": [ { - "left_pr_number": 45822, - "right_pr_number": 46012, - "similarity": 0.555, - "content_similarity": 0.531, - "size_similarity": 0.694, - "breadth_similarity": 0.417, - "concentration_similarity": 0.744, + "left_pr_number": 44101, + "right_pr_number": 44116, + "similarity": 0.554, + "content_similarity": 0.615, + "size_similarity": 0.319, + "breadth_similarity": 0.5, + "concentration_similarity": 0.507, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py", - "tests/tokenization/test_tokenization_fast.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ + "src/transformers/models/flaubert", + "src/transformers/models", "src/transformers", - "tests/tokenization", - "src", - "tests" + "src" ] } ] }, { - "cluster_id": "pr-scope-44101-2", + "cluster_id": "pr-scope-43363-2", "pr_numbers": [ - 44101, - 44116 + 43363, + 45651 ], - "representative_pr_number": 44101, - "average_similarity": 0.551, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", + "representative_pr_number": 43363, + "average_similarity": 0.516, + "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer_pt_utils.py`; representative PR #43363.", "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "src/transformers/trainer_pt_utils.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models" + "src/transformers", + "src" ], "pairwise": [ { - "left_pr_number": 44101, - "right_pr_number": 44116, - "similarity": 0.551, - "content_similarity": 0.611, - "size_similarity": 0.319, + "left_pr_number": 43363, + "right_pr_number": 45651, + "similarity": 0.516, + "content_similarity": 0.575, + "size_similarity": 0.245, "breadth_similarity": 0.5, - "concentration_similarity": 0.507, + "concentration_similarity": 0.53, "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "src/transformers/trainer_pt_utils.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models", "src/transformers", "src" ] @@ -3777,38 +3581,6 @@ } ] }, - { - "cluster_id": "pr-scope-43363-2", - "pr_numbers": [ - 43363, - 45651 - ], - "representative_pr_number": 43363, - "average_similarity": 0.513, - "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer_pt_utils.py`; representative PR #43363.", - "shared_filenames": [ - "src/transformers/trainer_pt_utils.py" - ], - "shared_directories": [], - "pairwise": [ - { - "left_pr_number": 43363, - "right_pr_number": 45651, - "similarity": 0.513, - "content_similarity": 0.571, - "size_similarity": 0.245, - "breadth_similarity": 0.5, - "concentration_similarity": 0.53, - "shared_filenames": [ - "src/transformers/trainer_pt_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-44114-2", "pr_numbers": [ @@ -3816,7 +3588,7 @@ 45720 ], "representative_pr_number": 44114, - "average_similarity": 0.505, + "average_similarity": 0.508, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/sew_d/modeling_sew_d.py`; representative PR #44114.", "shared_filenames": [ "src/transformers/models/data2vec/modeling_data2vec_audio.py", @@ -3842,8 +3614,8 @@ { "left_pr_number": 44114, "right_pr_number": 45720, - "similarity": 0.505, - "content_similarity": 0.428, + "similarity": 0.508, + "content_similarity": 0.433, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, @@ -3874,6 +3646,47 @@ } ] }, + { + "cluster_id": "pr-scope-45293-2", + "pr_numbers": [ + 45293, + 45317 + ], + "representative_pr_number": 45293, + "average_similarity": 0.5, + "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`; representative PR #45293.", + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "tests/models", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45293, + "right_pr_number": 45317, + "similarity": 0.5, + "content_similarity": 0.343, + "size_similarity": 0.741, + "breadth_similarity": 1.0, + "concentration_similarity": 0.972, + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-45056-2", "pr_numbers": [ @@ -3881,20 +3694,22 @@ 45128 ], "representative_pr_number": 45056, - "average_similarity": 0.494, + "average_similarity": 0.498, "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.", "shared_filenames": [ "src/transformers/utils/auto_docstring.py" ], "shared_directories": [ - "src/transformers/utils" + "src/transformers/utils", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 45056, "right_pr_number": 45128, - "similarity": 0.494, - "content_similarity": 0.386, + "similarity": 0.498, + "content_similarity": 0.391, "size_similarity": 0.669, "breadth_similarity": 0.875, "concentration_similarity": 0.724, @@ -3916,21 +3731,23 @@ 45742 ], "representative_pr_number": 45709, - "average_similarity": 0.49, + "average_similarity": 0.493, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/llama/modeling_llama.py`; representative PR #45709.", "shared_filenames": [ "src/transformers/models/llama/modeling_llama.py" ], "shared_directories": [ "src/transformers/models/llama", - "src/transformers/models" + "src/transformers/models", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 45709, "right_pr_number": 45742, - "similarity": 0.49, - "content_similarity": 0.362, + "similarity": 0.493, + "content_similarity": 0.367, "size_similarity": 0.782, "breadth_similarity": 0.833, "concentration_similarity": 0.72, @@ -3953,7 +3770,7 @@ 45333 ], "representative_pr_number": 45332, - "average_similarity": 0.489, + "average_similarity": 0.491, "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.", "shared_filenames": [ "src/transformers/heterogeneity/__init__.py", @@ -3965,14 +3782,16 @@ "shared_directories": [ "src/transformers/heterogeneity", "tests/heterogeneity", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 45332, "right_pr_number": 45333, - "similarity": 0.489, - "content_similarity": 0.517, + "similarity": 0.491, + "content_similarity": 0.52, "size_similarity": 0.203, "breadth_similarity": 0.479, "concentration_similarity": 0.976, @@ -4000,7 +3819,7 @@ 45868 ], "representative_pr_number": 45540, - "average_similarity": 0.484, + "average_similarity": 0.485, "summary": "2 open PRs share weighted file overlap around `tests/models/t5gemma2/test_modeling_t5gemma2.py`, `src/transformers/models/t5gemma2/modular_t5gemma2.py`, `src/transformers/models/t5gemma2/modeling_t5gemma2.py`; representative PR #45540.", "shared_filenames": [ "tests/models/t5gemma2/test_modeling_t5gemma2.py", @@ -4012,14 +3831,16 @@ "tests/models/t5gemma2", "src/transformers/models", "tests/models", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 45540, "right_pr_number": 45868, - "similarity": 0.484, - "content_similarity": 0.354, + "similarity": 0.485, + "content_similarity": 0.356, "size_similarity": 0.593, "breadth_similarity": 1.0, "concentration_similarity": 0.936, @@ -4047,7 +3868,7 @@ 45233 ], "representative_pr_number": 40755, - "average_similarity": 0.47, + "average_similarity": 0.474, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`, `tests/models/timesfm/test_modeling_timesfm.py`; representative PR #40755.", "shared_filenames": [ "src/transformers/models/timesfm/modeling_timesfm.py", @@ -4059,14 +3880,16 @@ "tests/models/timesfm", "src/transformers/models", "tests/models", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 40755, "right_pr_number": 45233, - "similarity": 0.47, - "content_similarity": 0.435, + "similarity": 0.474, + "content_similarity": 0.44, "size_similarity": 0.266, "breadth_similarity": 0.792, "concentration_similarity": 0.928, @@ -4094,7 +3917,7 @@ 44339 ], "representative_pr_number": 41356, - "average_similarity": 0.442, + "average_similarity": 0.445, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`, `src/transformers/models/deimv2/configuration_deimv2.py`; representative PR #41356.", "shared_filenames": [ "docs/source/en/model_doc/deimv2.md", @@ -4112,14 +3935,14 @@ "src/transformers/models", "docs/source", "tests/models", - "docs" + "src/transformers" ], "pairwise": [ { "left_pr_number": 41356, "right_pr_number": 44339, - "similarity": 0.442, - "content_similarity": 0.48, + "similarity": 0.445, + "content_similarity": 0.485, "size_similarity": 0.081, "breadth_similarity": 0.444, "concentration_similarity": 0.974, @@ -4153,7 +3976,7 @@ 45883 ], "representative_pr_number": 45202, - "average_similarity": 0.427, + "average_similarity": 0.436, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`; representative PR #45202.", "shared_filenames": [ "src/transformers/models/gemma4/modular_gemma4.py", @@ -4161,14 +3984,16 @@ ], "shared_directories": [ "src/transformers/models/gemma4", - "src/transformers/models" + "src/transformers/models", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 45202, "right_pr_number": 45883, - "similarity": 0.427, - "content_similarity": 0.39, + "similarity": 0.436, + "content_similarity": 0.403, "size_similarity": 0.027, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4201,14 +4026,16 @@ "shared_directories": [ "src/transformers/generation", "tests/generation", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 42112, "right_pr_number": 45413, "similarity": 0.421, - "content_similarity": 0.462, + "content_similarity": 0.463, "size_similarity": 0.017, "breadth_similarity": 0.458, "concentration_similarity": 0.981, @@ -4233,7 +4060,7 @@ 45829 ], "representative_pr_number": 44375, - "average_similarity": 0.415, + "average_similarity": 0.418, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/rf_detr.md`, `src/transformers/models/rf_detr/configuration_rf_detr.py`, `src/transformers/models/rf_detr/modular_rf_detr.py`; representative PR #44375.", "shared_filenames": [ "docs/source/en/model_doc/rf_detr.md", @@ -4247,14 +4074,16 @@ "docs/source/en", "src/transformers/models", "docs/source", - "docs" + "src/transformers", + "docs", + "src" ], "pairwise": [ { "left_pr_number": 44375, "right_pr_number": 45829, - "similarity": 0.415, - "content_similarity": 0.501, + "similarity": 0.418, + "content_similarity": 0.505, "size_similarity": 0.004, "breadth_similarity": 0.206, "concentration_similarity": 0.855, @@ -4284,7 +4113,7 @@ 45880 ], "representative_pr_number": 45634, - "average_similarity": 0.413, + "average_similarity": 0.418, "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizer_finegrained_fp8.py`, `src/transformers/integrations/finegrained_fp8.py`; representative PR #45634.", "shared_filenames": [ "src/transformers/quantizers/quantizer_finegrained_fp8.py", @@ -4293,14 +4122,16 @@ "shared_directories": [ "src/transformers/quantizers", "src/transformers/integrations", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 45634, "right_pr_number": 45880, - "similarity": 0.413, - "content_similarity": 0.448, + "similarity": 0.418, + "content_similarity": 0.455, "size_similarity": 0.121, "breadth_similarity": 0.365, "concentration_similarity": 0.887, @@ -4325,18 +4156,21 @@ 46030 ], "representative_pr_number": 45752, - "average_similarity": 0.409, + "average_similarity": 0.417, "summary": "2 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45752.", "shared_filenames": [ "src/transformers/modeling_utils.py" ], - "shared_directories": [], + "shared_directories": [ + "src/transformers", + "src" + ], "pairwise": [ { "left_pr_number": 45752, "right_pr_number": 46030, - "similarity": 0.409, - "content_similarity": 0.156, + "similarity": 0.417, + "content_similarity": 0.168, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4350,6 +4184,41 @@ } ] }, + { + "cluster_id": "pr-scope-44606-2", + "pr_numbers": [ + 44606, + 45086 + ], + "representative_pr_number": 44606, + "average_similarity": 0.416, + "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.", + "shared_filenames": [ + "src/transformers/tokenization_utils_tokenizers.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 44606, + "right_pr_number": 45086, + "similarity": 0.416, + "content_similarity": 0.333, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/tokenization_utils_tokenizers.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-42655-2", "pr_numbers": [ @@ -4357,7 +4226,7 @@ 45618 ], "representative_pr_number": 42655, - "average_similarity": 0.365, + "average_similarity": 0.371, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.", "shared_filenames": [ "src/transformers/generation/utils.py" @@ -4365,14 +4234,16 @@ "shared_directories": [ "src/transformers/generation", "tests/generation", - "tests" + "src/transformers", + "tests", + "src" ], "pairwise": [ { "left_pr_number": 42655, "right_pr_number": 45618, - "similarity": 0.365, - "content_similarity": 0.195, + "similarity": 0.371, + "content_similarity": 0.203, "size_similarity": 0.974, "breadth_similarity": 0.389, "concentration_similarity": 0.878, @@ -4396,20 +4267,22 @@ 45552 ], "representative_pr_number": 44642, - "average_similarity": 0.349, + "average_similarity": 0.354, "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" ], "shared_directories": [ - "src/transformers/utils" + "src/transformers/utils", + "src/transformers", + "src" ], "pairwise": [ { "left_pr_number": 44642, "right_pr_number": 45552, - "similarity": 0.349, - "content_similarity": 0.249, + "similarity": 0.354, + "content_similarity": 0.256, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0,