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": "20260518T060213Z", - "generated_at": "2026-05-18T06:04:05Z", - "cluster_count": 54, + "snapshot_id": "20260518T120024Z", + "generated_at": "2026-05-18T12:02:25Z", + "cluster_count": 51, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-11", @@ -20,21 +20,18 @@ 45994 ], "representative_pr_number": 45067, - "average_similarity": 0.419, + "average_similarity": 0.41, "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" ], - "shared_directories": [ - "src/transformers", - "src" - ], + "shared_directories": [], "pairwise": [ { "left_pr_number": 44189, "right_pr_number": 45067, - "similarity": 0.774, - "content_similarity": 0.857, + "similarity": 0.772, + "content_similarity": 0.854, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -49,8 +46,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.611, - "content_similarity": 0.445, + "similarity": 0.601, + "content_similarity": 0.43, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -65,8 +62,8 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.538, - "content_similarity": 0.399, + "similarity": 0.528, + "content_similarity": 0.385, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -81,8 +78,8 @@ { "left_pr_number": 43651, "right_pr_number": 45067, - "similarity": 0.51, - "content_similarity": 0.359, + "similarity": 0.5, + "content_similarity": 0.346, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -97,8 +94,8 @@ { "left_pr_number": 43663, "right_pr_number": 44123, - "similarity": 0.497, - "content_similarity": 0.399, + "similarity": 0.488, + "content_similarity": 0.385, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -113,8 +110,8 @@ { "left_pr_number": 44660, "right_pr_number": 45994, - "similarity": 0.49, - "content_similarity": 0.302, + "similarity": 0.481, + "content_similarity": 0.29, "size_similarity": 0.857, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -129,8 +126,8 @@ { "left_pr_number": 44257, "right_pr_number": 44660, - "similarity": 0.485, - "content_similarity": 0.265, + "similarity": 0.477, + "content_similarity": 0.253, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -145,8 +142,8 @@ { "left_pr_number": 44123, "right_pr_number": 45067, - "similarity": 0.47, - "content_similarity": 0.359, + "similarity": 0.46, + "content_similarity": 0.345, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -159,11 +156,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44660, - "similarity": 0.46, - "content_similarity": 0.391, - "size_similarity": 0.24, + "left_pr_number": 44257, + "right_pr_number": 45994, + "similarity": 0.452, + "content_similarity": 0.247, + "size_similarity": 0.857, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -175,11 +172,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 45994, - "similarity": 0.46, - "content_similarity": 0.259, - "size_similarity": 0.857, + "left_pr_number": 43663, + "right_pr_number": 44660, + "similarity": 0.45, + "content_similarity": 0.377, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -193,8 +190,8 @@ { "left_pr_number": 43663, "right_pr_number": 45994, - "similarity": 0.459, - "content_similarity": 0.382, + "similarity": 0.45, + "content_similarity": 0.368, "size_similarity": 0.28, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -209,8 +206,8 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.459, - "content_similarity": 0.298, + "similarity": 0.45, + "content_similarity": 0.286, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -225,8 +222,8 @@ { "left_pr_number": 43636, "right_pr_number": 43663, - "similarity": 0.458, - "content_similarity": 0.346, + "similarity": 0.449, + "content_similarity": 0.333, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -241,8 +238,8 @@ { "left_pr_number": 44189, "right_pr_number": 45994, - "similarity": 0.44, - "content_similarity": 0.291, + "similarity": 0.431, + "content_similarity": 0.279, "size_similarity": 0.571, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -255,11 +252,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44189, - "similarity": 0.438, - "content_similarity": 0.377, - "size_similarity": 0.16, + "left_pr_number": 43636, + "right_pr_number": 43651, + "similarity": 0.429, + "content_similarity": 0.268, + "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -271,11 +268,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43651, - "similarity": 0.437, - "content_similarity": 0.279, - "size_similarity": 0.611, + "left_pr_number": 44189, + "right_pr_number": 45055, + "similarity": 0.429, + "content_similarity": 0.238, + "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -287,11 +284,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 45055, - "similarity": 0.436, - "content_similarity": 0.249, - "size_similarity": 0.75, + "left_pr_number": 43663, + "right_pr_number": 44189, + "similarity": 0.428, + "content_similarity": 0.363, + "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -305,8 +302,8 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.434, - "content_similarity": 0.311, + "similarity": 0.425, + "content_similarity": 0.299, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -319,11 +316,11 @@ ] }, { - "left_pr_number": 45067, + "left_pr_number": 43636, "right_pr_number": 45994, - "similarity": 0.433, - "content_similarity": 0.344, - "size_similarity": 0.28, + "similarity": 0.424, + "content_similarity": 0.256, + "size_similarity": 0.636, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -335,11 +332,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 45994, - "similarity": 0.432, - "content_similarity": 0.267, - "size_similarity": 0.636, + "left_pr_number": 44660, + "right_pr_number": 45067, + "similarity": 0.423, + "content_similarity": 0.338, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -351,11 +348,11 @@ ] }, { - "left_pr_number": 44660, - "right_pr_number": 45067, - "similarity": 0.432, - "content_similarity": 0.352, - "size_similarity": 0.24, + "left_pr_number": 45067, + "right_pr_number": 45994, + "similarity": 0.423, + "content_similarity": 0.331, + "size_similarity": 0.28, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -369,8 +366,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.429, - "content_similarity": 0.255, + "similarity": 0.421, + "content_similarity": 0.244, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -385,8 +382,8 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.425, - "content_similarity": 0.322, + "similarity": 0.416, + "content_similarity": 0.31, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -401,8 +398,8 @@ { "left_pr_number": 43651, "right_pr_number": 45994, - "similarity": 0.424, - "content_similarity": 0.309, + "similarity": 0.416, + "content_similarity": 0.296, "size_similarity": 0.389, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -417,8 +414,8 @@ { "left_pr_number": 43636, "right_pr_number": 44660, - "similarity": 0.423, - "content_similarity": 0.273, + "similarity": 0.415, + "content_similarity": 0.262, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -433,8 +430,8 @@ { "left_pr_number": 43651, "right_pr_number": 44660, - "similarity": 0.421, - "content_similarity": 0.316, + "similarity": 0.412, + "content_similarity": 0.303, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -449,8 +446,8 @@ { "left_pr_number": 43663, "right_pr_number": 44257, - "similarity": 0.42, - "content_similarity": 0.335, + "similarity": 0.411, + "content_similarity": 0.322, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -465,8 +462,8 @@ { "left_pr_number": 44660, "right_pr_number": 45055, - "similarity": 0.405, - "content_similarity": 0.258, + "similarity": 0.398, + "content_similarity": 0.247, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -479,11 +476,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44189, - "similarity": 0.397, - "content_similarity": 0.305, - "size_similarity": 0.222, + "left_pr_number": 43636, + "right_pr_number": 44257, + "similarity": 0.388, + "content_similarity": 0.223, + "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -495,11 +492,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 45067, - "similarity": 0.397, - "content_similarity": 0.301, - "size_similarity": 0.24, + "left_pr_number": 43651, + "right_pr_number": 44189, + "similarity": 0.388, + "content_similarity": 0.292, + "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -511,11 +508,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44257, - "similarity": 0.396, - "content_similarity": 0.234, - "size_similarity": 0.545, + "left_pr_number": 44257, + "right_pr_number": 45067, + "similarity": 0.388, + "content_similarity": 0.289, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -529,8 +526,8 @@ { "left_pr_number": 43663, "right_pr_number": 45055, - "similarity": 0.396, - "content_similarity": 0.326, + "similarity": 0.387, + "content_similarity": 0.313, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -545,8 +542,8 @@ { "left_pr_number": 45055, "right_pr_number": 45994, - "similarity": 0.391, - "content_similarity": 0.252, + "similarity": 0.383, + "content_similarity": 0.241, "size_similarity": 0.429, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -561,8 +558,8 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.389, - "content_similarity": 0.264, + "similarity": 0.381, + "content_similarity": 0.252, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -577,8 +574,8 @@ { "left_pr_number": 43651, "right_pr_number": 44257, - "similarity": 0.389, - "content_similarity": 0.27, + "similarity": 0.381, + "content_similarity": 0.259, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -593,8 +590,8 @@ { "left_pr_number": 44123, "right_pr_number": 44660, - "similarity": 0.387, - "content_similarity": 0.316, + "similarity": 0.378, + "content_similarity": 0.303, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -607,11 +604,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 45994, - "similarity": 0.385, - "content_similarity": 0.308, - "size_similarity": 0.127, + "left_pr_number": 45055, + "right_pr_number": 45273, + "similarity": 0.378, + "content_similarity": 0.182, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -623,11 +620,11 @@ ] }, { - "left_pr_number": 45055, - "right_pr_number": 45273, - "similarity": 0.384, - "content_similarity": 0.191, - "size_similarity": 0.667, + "left_pr_number": 44123, + "right_pr_number": 45994, + "similarity": 0.376, + "content_similarity": 0.296, + "size_similarity": 0.127, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -641,8 +638,8 @@ { "left_pr_number": 44189, "right_pr_number": 45273, - "similarity": 0.38, - "content_similarity": 0.221, + "similarity": 0.373, + "content_similarity": 0.211, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -657,8 +654,8 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.379, - "content_similarity": 0.221, + "similarity": 0.372, + "content_similarity": 0.211, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -673,8 +670,8 @@ { "left_pr_number": 43636, "right_pr_number": 44123, - "similarity": 0.375, - "content_similarity": 0.279, + "similarity": 0.367, + "content_similarity": 0.267, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -689,8 +686,8 @@ { "left_pr_number": 44123, "right_pr_number": 44189, - "similarity": 0.374, - "content_similarity": 0.304, + "similarity": 0.365, + "content_similarity": 0.292, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -705,8 +702,8 @@ { "left_pr_number": 45055, "right_pr_number": 45067, - "similarity": 0.373, - "content_similarity": 0.293, + "similarity": 0.365, + "content_similarity": 0.281, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -721,8 +718,8 @@ { "left_pr_number": 43663, "right_pr_number": 45273, - "similarity": 0.365, - "content_similarity": 0.29, + "similarity": 0.357, + "content_similarity": 0.279, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -737,8 +734,8 @@ { "left_pr_number": 44660, "right_pr_number": 45273, - "similarity": 0.361, - "content_similarity": 0.23, + "similarity": 0.353, + "content_similarity": 0.219, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -753,8 +750,8 @@ { "left_pr_number": 43651, "right_pr_number": 45055, - "similarity": 0.359, - "content_similarity": 0.263, + "similarity": 0.351, + "content_similarity": 0.252, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -769,8 +766,8 @@ { "left_pr_number": 44123, "right_pr_number": 44257, - "similarity": 0.355, - "content_similarity": 0.27, + "similarity": 0.347, + "content_similarity": 0.259, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -785,8 +782,8 @@ { "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.35, - "content_similarity": 0.228, + "similarity": 0.343, + "content_similarity": 0.218, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -801,8 +798,8 @@ { "left_pr_number": 45273, "right_pr_number": 45994, - "similarity": 0.35, - "content_similarity": 0.224, + "similarity": 0.343, + "content_similarity": 0.214, "size_similarity": 0.286, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -817,8 +814,8 @@ { "left_pr_number": 45067, "right_pr_number": 45273, - "similarity": 0.345, - "content_similarity": 0.261, + "similarity": 0.337, + "content_similarity": 0.25, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -833,8 +830,8 @@ { "left_pr_number": 44123, "right_pr_number": 45055, - "similarity": 0.342, - "content_similarity": 0.263, + "similarity": 0.334, + "content_similarity": 0.252, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -849,8 +846,8 @@ { "left_pr_number": 44257, "right_pr_number": 45273, - "similarity": 0.338, - "content_similarity": 0.196, + "similarity": 0.331, + "content_similarity": 0.187, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -865,8 +862,8 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.331, - "content_similarity": 0.234, + "similarity": 0.324, + "content_similarity": 0.224, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -881,8 +878,8 @@ { "left_pr_number": 43636, "right_pr_number": 45273, - "similarity": 0.319, - "content_similarity": 0.203, + "similarity": 0.313, + "content_similarity": 0.193, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -897,8 +894,8 @@ { "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.319, - "content_similarity": 0.234, + "similarity": 0.312, + "content_similarity": 0.224, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -922,7 +919,7 @@ 45996 ], "representative_pr_number": 45635, - "average_similarity": 0.465, + "average_similarity": 0.461, "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", @@ -931,9 +928,7 @@ "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers", "tests", - "src", "tests/utils", "src/transformers/integrations" ], @@ -941,8 +936,8 @@ { "left_pr_number": 44974, "right_pr_number": 45635, - "similarity": 0.719, - "content_similarity": 0.72, + "similarity": 0.715, + "content_similarity": 0.715, "size_similarity": 0.59, "breadth_similarity": 0.8, "concentration_similarity": 0.929, @@ -960,8 +955,8 @@ { "left_pr_number": 45635, "right_pr_number": 45996, - "similarity": 0.651, - "content_similarity": 0.598, + "similarity": 0.648, + "content_similarity": 0.594, "size_similarity": 0.714, "breadth_similarity": 0.875, "concentration_similarity": 0.758, @@ -979,8 +974,8 @@ { "left_pr_number": 44974, "right_pr_number": 45996, - "similarity": 0.585, - "content_similarity": 0.557, + "similarity": 0.581, + "content_similarity": 0.553, "size_similarity": 0.422, "breadth_similarity": 0.9, "concentration_similarity": 0.829, @@ -999,8 +994,8 @@ { "left_pr_number": 45421, "right_pr_number": 45635, - "similarity": 0.464, - "content_similarity": 0.378, + "similarity": 0.459, + "content_similarity": 0.371, "size_similarity": 0.803, "breadth_similarity": 0.5, "concentration_similarity": 0.586, @@ -1017,8 +1012,8 @@ { "left_pr_number": 44974, "right_pr_number": 45666, - "similarity": 0.457, - "content_similarity": 0.424, + "similarity": 0.452, + "content_similarity": 0.418, "size_similarity": 0.442, "breadth_similarity": 0.657, "concentration_similarity": 0.558, @@ -1038,8 +1033,8 @@ { "left_pr_number": 44974, "right_pr_number": 45421, - "similarity": 0.421, - "content_similarity": 0.302, + "similarity": 0.416, + "content_similarity": 0.294, "size_similarity": 0.735, "breadth_similarity": 0.667, "concentration_similarity": 0.657, @@ -1055,8 +1050,8 @@ { "left_pr_number": 45666, "right_pr_number": 45996, - "similarity": 0.385, - "content_similarity": 0.375, + "similarity": 0.383, + "content_similarity": 0.371, "size_similarity": 0.186, "breadth_similarity": 0.586, "concentration_similarity": 0.729, @@ -1075,8 +1070,8 @@ { "left_pr_number": 45635, "right_pr_number": 45666, - "similarity": 0.357, - "content_similarity": 0.346, + "similarity": 0.352, + "content_similarity": 0.339, "size_similarity": 0.261, "breadth_similarity": 0.514, "concentration_similarity": 0.488, @@ -1094,8 +1089,8 @@ { "left_pr_number": 45421, "right_pr_number": 45996, - "similarity": 0.323, - "content_similarity": 0.195, + "similarity": 0.318, + "content_similarity": 0.189, "size_similarity": 0.573, "breadth_similarity": 0.583, "concentration_similarity": 0.828, @@ -1111,8 +1106,8 @@ { "left_pr_number": 45421, "right_pr_number": 45666, - "similarity": 0.288, - "content_similarity": 0.156, + "similarity": 0.283, + "content_similarity": 0.15, "size_similarity": 0.325, "breadth_similarity": 0.845, "concentration_similarity": 0.902, @@ -1137,7 +1132,7 @@ 45817 ], "representative_pr_number": 45606, - "average_similarity": 0.463, + "average_similarity": 0.461, "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", @@ -1152,16 +1147,16 @@ "tests", "src/transformers/models/gemma4", "src/transformers/models", - "src/transformers", - "src", - "docs/source/en/model_doc" + "docs/source/en/model_doc", + "src/transformers/models/auto", + "docs/source/en" ], "pairwise": [ { "left_pr_number": 45606, "right_pr_number": 45607, - "similarity": 0.762, - "content_similarity": 0.807, + "similarity": 0.763, + "content_similarity": 0.808, "size_similarity": 0.778, "breadth_similarity": 0.417, "concentration_similarity": 0.778, @@ -1177,8 +1172,8 @@ { "left_pr_number": 45294, "right_pr_number": 45438, - "similarity": 0.758, - "content_similarity": 0.779, + "similarity": 0.755, + "content_similarity": 0.775, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -1205,8 +1200,8 @@ { "left_pr_number": 45606, "right_pr_number": 45817, - "similarity": 0.607, - "content_similarity": 0.552, + "similarity": 0.605, + "content_similarity": 0.549, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 0.768, @@ -1228,8 +1223,8 @@ { "left_pr_number": 45438, "right_pr_number": 45817, - "similarity": 0.508, - "content_similarity": 0.553, + "similarity": 0.505, + "content_similarity": 0.549, "size_similarity": 0.231, "breadth_similarity": 0.55, "concentration_similarity": 0.626, @@ -1251,8 +1246,8 @@ { "left_pr_number": 45607, "right_pr_number": 45817, - "similarity": 0.484, - "content_similarity": 0.502, + "similarity": 0.483, + "content_similarity": 0.501, "size_similarity": 0.424, "breadth_similarity": 0.417, "concentration_similarity": 0.545, @@ -1268,8 +1263,8 @@ { "left_pr_number": 45294, "right_pr_number": 45817, - "similarity": 0.457, - "content_similarity": 0.411, + "similarity": 0.452, + "content_similarity": 0.404, "size_similarity": 0.55, "breadth_similarity": 0.55, "concentration_similarity": 0.637, @@ -1291,8 +1286,8 @@ { "left_pr_number": 45294, "right_pr_number": 45606, - "similarity": 0.348, - "content_similarity": 0.293, + "similarity": 0.346, + "content_similarity": 0.289, "size_similarity": 0.3, "breadth_similarity": 0.55, "concentration_similarity": 0.869, @@ -1314,8 +1309,8 @@ { "left_pr_number": 45438, "right_pr_number": 45606, - "similarity": 0.342, - "content_similarity": 0.322, + "similarity": 0.341, + "content_similarity": 0.32, "size_similarity": 0.126, "breadth_similarity": 0.55, "concentration_similarity": 0.858, @@ -1337,8 +1332,8 @@ { "left_pr_number": 45294, "right_pr_number": 45607, - "similarity": 0.19, - "content_similarity": 0.125, + "similarity": 0.191, + "content_similarity": 0.126, "size_similarity": 0.233, "breadth_similarity": 0.225, "concentration_similarity": 0.908, @@ -1354,8 +1349,8 @@ { "left_pr_number": 45438, "right_pr_number": 45607, - "similarity": 0.17, - "content_similarity": 0.124, + "similarity": 0.171, + "content_similarity": 0.125, "size_similarity": 0.098, "breadth_similarity": 0.225, "concentration_similarity": 0.92, @@ -1371,311 +1366,121 @@ ] }, { - "cluster_id": "pr-scope-43875-5", + "cluster_id": "pr-scope-44070-4", "pr_numbers": [ - 43875, - 44893, - 45997, - 46005, - 46010 + 44070, + 45296, + 45546, + 45668 ], - "representative_pr_number": 46005, - "average_similarity": 0.461, - "summary": "5 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`; representative PR #46005.", + "representative_pr_number": 45546, + "average_similarity": 0.747, + "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/cache_utils.py", - "tests/utils/test_cache_utils.py" + "src/transformers/integrations/ggml.py", + "tests/quantization/ggml/test_ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py" ], "shared_directories": [ - "src/transformers", - "src", - "tests/utils", + "tests/quantization/ggml", + "src/transformers/integrations", + "tests/quantization", "tests" ], "pairwise": [ { - "left_pr_number": 45997, - "right_pr_number": 46005, - "similarity": 0.782, - "content_similarity": 0.807, - "size_similarity": 0.444, + "left_pr_number": 44070, + "right_pr_number": 45296, + "similarity": 0.876, + "content_similarity": 0.892, + "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": 44893, - "right_pr_number": 46005, - "similarity": 0.738, - "content_similarity": 0.793, - "size_similarity": 0.222, + "left_pr_number": 45546, + "right_pr_number": 45668, + "similarity": 0.802, + "content_similarity": 0.773, + "size_similarity": 0.773, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.903, "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": 46010, - "similarity": 0.59, - "content_similarity": 0.484, - "size_similarity": 0.861, - "breadth_similarity": 0.833, - "concentration_similarity": 0.775, + "left_pr_number": 45296, + "right_pr_number": 45546, + "similarity": 0.781, + "content_similarity": 0.787, + "size_similarity": 0.576, + "breadth_similarity": 1.0, + "concentration_similarity": 0.859, "shared_filenames": [ - "src/transformers/cache_utils.py", - "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": 44893, - "right_pr_number": 45997, - "similarity": 0.575, - "content_similarity": 0.499, - "size_similarity": 0.5, + "left_pr_number": 44070, + "right_pr_number": 45546, + "similarity": 0.734, + "content_similarity": 0.752, + "size_similarity": 0.404, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.927, "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" - ] - }, - { - "left_pr_number": 44893, - "right_pr_number": 46010, - "similarity": 0.356, - "content_similarity": 0.284, - "size_similarity": 0.5, - "breadth_similarity": 0.417, - "concentration_similarity": 0.806, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43875, - "right_pr_number": 44893, - "similarity": 0.355, - "content_similarity": 0.269, - "size_similarity": 0.581, - "breadth_similarity": 0.5, - "concentration_similarity": 0.581, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 46005, - "right_pr_number": 46010, - "similarity": 0.349, - "content_similarity": 0.358, - "size_similarity": 0.111, - "breadth_similarity": 0.417, - "concentration_similarity": 0.806, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45997, - "right_pr_number": 46010, - "similarity": 0.322, - "content_similarity": 0.289, - "size_similarity": 0.25, - "breadth_similarity": 0.417, - "concentration_similarity": 0.806, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43875, - "right_pr_number": 45997, - "similarity": 0.304, - "content_similarity": 0.26, - "size_similarity": 0.29, - "breadth_similarity": 0.5, - "concentration_similarity": 0.581, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43875, - "right_pr_number": 46005, - "similarity": 0.238, - "content_similarity": 0.199, - "size_similarity": 0.129, - "breadth_similarity": 0.5, - "concentration_similarity": 0.581, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44070-4", - "pr_numbers": [ - 44070, - 45296, - 45546, - 45668 - ], - "representative_pr_number": 45546, - "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", - "tests/quantization/ggml/test_ggml.py", - "src/transformers/modeling_gguf_pytorch_utils.py" - ], - "shared_directories": [ - "tests/quantization/ggml", - "src/transformers/integrations", - "tests/quantization", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44070, - "right_pr_number": 45296, - "similarity": 0.877, - "content_similarity": 0.893, - "size_similarity": 0.702, - "breadth_similarity": 1.0, - "concentration_similarity": 0.932, - "shared_filenames": [ - "src/transformers/integrations/ggml.py", - "src/transformers/modeling_gguf_pytorch_utils.py", - "tests/quantization/ggml/test_ggml.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "tests/quantization/ggml", - "src/transformers", - "tests/quantization", - "src", - "tests" - ] - }, - { - "left_pr_number": 45546, - "right_pr_number": 45668, - "similarity": 0.804, - "content_similarity": 0.775, - "size_similarity": 0.773, - "breadth_similarity": 1.0, - "concentration_similarity": 0.903, - "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": 45546, - "similarity": 0.782, - "content_similarity": 0.79, - "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": 0.736, - "content_similarity": 0.755, - "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" + "tests/quantization", + "src", + "tests" ] }, { "left_pr_number": 45296, "right_pr_number": 45668, - "similarity": 0.657, - "content_similarity": 0.632, + "similarity": 0.654, + "content_similarity": 0.628, "size_similarity": 0.445, "breadth_similarity": 1.0, "concentration_similarity": 0.956, @@ -1696,8 +1501,8 @@ { "left_pr_number": 44070, "right_pr_number": 45668, - "similarity": 0.637, - "content_similarity": 0.631, + "similarity": 0.634, + "content_similarity": 0.627, "size_similarity": 0.312, "breadth_similarity": 1.0, "concentration_similarity": 0.976, @@ -1726,22 +1531,20 @@ 44682 ], "representative_pr_number": 43836, - "average_similarity": 0.546, + "average_similarity": 0.542, "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", - "src" + "src/transformers/cli" ], "pairwise": [ { "left_pr_number": 43656, "right_pr_number": 43836, - "similarity": 0.678, - "content_similarity": 0.729, + "similarity": 0.676, + "content_similarity": 0.726, "size_similarity": 0.121, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1757,8 +1560,8 @@ { "left_pr_number": 43836, "right_pr_number": 43842, - "similarity": 0.602, - "content_similarity": 0.641, + "similarity": 0.599, + "content_similarity": 0.636, "size_similarity": 0.027, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1774,8 +1577,8 @@ { "left_pr_number": 43836, "right_pr_number": 44682, - "similarity": 0.593, - "content_similarity": 0.634, + "similarity": 0.589, + "content_similarity": 0.627, "size_similarity": 0.398, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -1791,8 +1594,8 @@ { "left_pr_number": 43656, "right_pr_number": 43842, - "similarity": 0.572, - "content_similarity": 0.555, + "similarity": 0.569, + "content_similarity": 0.55, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1808,8 +1611,8 @@ { "left_pr_number": 43656, "right_pr_number": 44682, - "similarity": 0.428, - "content_similarity": 0.473, + "similarity": 0.424, + "content_similarity": 0.466, "size_similarity": 0.048, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -1825,8 +1628,8 @@ { "left_pr_number": 43842, "right_pr_number": 44682, - "similarity": 0.399, - "content_similarity": 0.44, + "similarity": 0.395, + "content_similarity": 0.433, "size_similarity": 0.011, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -1850,15 +1653,12 @@ 46013 ], "representative_pr_number": 43549, - "average_similarity": 0.537, + "average_similarity": 0.533, "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": [ - "src/transformers", - "src" - ], + "shared_directories": [], "pairwise": [ { "left_pr_number": 43549, @@ -1879,8 +1679,8 @@ { "left_pr_number": 41097, "right_pr_number": 43549, - "similarity": 0.548, - "content_similarity": 0.44, + "similarity": 0.542, + "content_similarity": 0.432, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1895,8 +1695,8 @@ { "left_pr_number": 44547, "right_pr_number": 46013, - "similarity": 0.515, - "content_similarity": 0.307, + "similarity": 0.51, + "content_similarity": 0.3, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1911,8 +1711,8 @@ { "left_pr_number": 41097, "right_pr_number": 46013, - "similarity": 0.443, - "content_similarity": 0.385, + "similarity": 0.438, + "content_similarity": 0.377, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1927,8 +1727,8 @@ { "left_pr_number": 43549, "right_pr_number": 44547, - "similarity": 0.436, - "content_similarity": 0.351, + "similarity": 0.431, + "content_similarity": 0.344, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1943,8 +1743,8 @@ { "left_pr_number": 41097, "right_pr_number": 44547, - "similarity": 0.395, - "content_similarity": 0.316, + "similarity": 0.39, + "content_similarity": 0.308, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1967,22 +1767,20 @@ 45985 ], "representative_pr_number": 45985, - "average_similarity": 0.508, + "average_similarity": 0.5, "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", "shared_filenames": [ "src/transformers/generation/utils.py" ], "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" + "src/transformers/generation" ], "pairwise": [ { "left_pr_number": 34667, "right_pr_number": 45985, - "similarity": 0.603, - "content_similarity": 0.49, + "similarity": 0.595, + "content_similarity": 0.478, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1998,8 +1796,8 @@ { "left_pr_number": 39683, "right_pr_number": 45985, - "similarity": 0.599, - "content_similarity": 0.502, + "similarity": 0.591, + "content_similarity": 0.491, "size_similarity": 0.652, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2015,8 +1813,8 @@ { "left_pr_number": 34667, "right_pr_number": 39683, - "similarity": 0.526, - "content_similarity": 0.434, + "similarity": 0.518, + "content_similarity": 0.423, "size_similarity": 0.478, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2032,8 +1830,8 @@ { "left_pr_number": 44872, "right_pr_number": 45985, - "similarity": 0.463, - "content_similarity": 0.405, + "similarity": 0.456, + "content_similarity": 0.394, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2049,8 +1847,8 @@ { "left_pr_number": 34667, "right_pr_number": 44872, - "similarity": 0.436, - "content_similarity": 0.35, + "similarity": 0.429, + "content_similarity": 0.339, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2066,8 +1864,8 @@ { "left_pr_number": 39683, "right_pr_number": 44872, - "similarity": 0.421, - "content_similarity": 0.359, + "similarity": 0.413, + "content_similarity": 0.348, "size_similarity": 0.13, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2083,53 +1881,285 @@ ] }, { - "cluster_id": "pr-scope-33686-4", + "cluster_id": "pr-scope-44907-4", "pr_numbers": [ - 33686, - 44407, - 44550, - 46007 + 44907, + 45783, + 45827, + 46029 + ], + "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.", + "shared_filenames": [ + "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" ], - "representative_pr_number": 44550, - "average_similarity": 0.356, - "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", - "shared_filenames": [], "shared_directories": [ - "docs/source/en", - "docs/source", - "docs", - "docs/source/en/model_doc" + "src/transformers/models/glm_ocr", + "src/transformers/models/glm46v", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen3_5_moe", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + 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+ "src/transformers/models/fast_vlm/modeling_fast_vlm.py", + "src/transformers/models/florence2/modeling_florence2.py", + "src/transformers/models/fuyu/modeling_fuyu.py" + ], "shared_directories": [ - "docs/source/en/model_doc", - "docs/source/en", - "docs/source", - "docs" + "src/transformers/models/aria", + "src/transformers/models/aya_vision", + "src/transformers/models/blip_2", + "src/transformers/models/cohere2_vision", + "src/transformers/models/deepseek_vl", + "src/transformers/models/deepseek_vl_hybrid", + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/fast_vlm", + "src/transformers/models/florence2", + "src/transformers/models/fuyu" ] }, { - "left_pr_number": 44407, - "right_pr_number": 44550, - "similarity": 0.361, - "content_similarity": 0.097, - "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": 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"src/transformers/models/cohere2_vision", + "src/transformers/models/deepseek_vl", + "src/transformers/models/deepseek_vl_hybrid", + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/exaone4_5", + "src/transformers/models/fast_vlm", + "src/transformers/models/florence2" + ] + }, + { + "left_pr_number": 44907, + "right_pr_number": 45783, + "similarity": 0.477, + "content_similarity": 0.475, + "size_similarity": 0.078, + "breadth_similarity": 0.836, + "concentration_similarity": 0.986, + "shared_filenames": [ + "src/transformers/models/aria/modeling_aria.py", + "src/transformers/models/aya_vision/modeling_aya_vision.py", + "src/transformers/models/blip_2/modeling_blip_2.py", + "src/transformers/models/chameleon/modeling_chameleon.py", + "src/transformers/models/cohere2_vision/modeling_cohere2_vision.py", + "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py", + "src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py", + "src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py", + "src/transformers/models/emu3/modeling_emu3.py", + "src/transformers/models/emu3/modular_emu3.py" + ], + "shared_directories": [ + "src/transformers/models/aria", + "src/transformers/models/aya_vision", + "src/transformers/models/blip_2", + "src/transformers/models/chameleon", + "src/transformers/models/cohere2_vision", + "src/transformers/models/deepseek_vl", + "src/transformers/models/deepseek_vl_hybrid", + "src/transformers/models/emu3", + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/fast_vlm" + ] + }, + { + "left_pr_number": 45783, + "right_pr_number": 45827, + "similarity": 0.421, + "content_similarity": 0.453, + "size_similarity": 0.177, + "breadth_similarity": 0.309, + "concentration_similarity": 0.932, + "shared_filenames": [ + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py", + "src/transformers/models/exaone4_5/modeling_exaone4_5.py", + "src/transformers/models/glm46v/modeling_glm46v.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm4v/modular_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_image/modeling_glm_image.py", + "src/transformers/models/glm_image/modular_glm_image.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py" + ], + "shared_directories": [ + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/exaone4_5", + "src/transformers/models/glm46v", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_image", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen2_5_vl" + ] + }, + { + "left_pr_number": 45827, + "right_pr_number": 46029, + "similarity": 0.373, + "content_similarity": 0.27, + "size_similarity": 0.675, + "breadth_similarity": 0.388, + "concentration_similarity": 0.879, + "shared_filenames": [ + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/exaone4_5/modeling_exaone4_5.py", + "src/transformers/models/glm46v/modeling_glm46v.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_image/modeling_glm_image.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", + "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py" + ], + "shared_directories": [ + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/exaone4_5", + "src/transformers/models/glm46v", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_image", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_vl", + "src/transformers/models/qwen2_vl" + ] + }, + { + "left_pr_number": 44907, + "right_pr_number": 45827, + "similarity": 0.347, + "content_similarity": 0.283, + "size_similarity": 0.439, + "breadth_similarity": 0.375, + "concentration_similarity": 0.918, + "shared_filenames": [ + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/glm46v/modeling_glm46v.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm4v/modular_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", + "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py", + "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py" + ], + "shared_directories": [ + "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" + ] + } + ] + }, + { + "cluster_id": "pr-scope-33686-4", + "pr_numbers": [ + 33686, + 44407, + 44550, + 46007 + ], + "representative_pr_number": 44550, + "average_similarity": 0.356, + "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", + "shared_filenames": [], + "shared_directories": [ + "docs/source/en", + "docs/source", + "docs", + "docs/source/en/model_doc" + ], + "pairwise": [ + { + "left_pr_number": 33686, + "right_pr_number": 44550, + "similarity": 0.391, + "content_similarity": 0.13, + "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": 0.361, + "content_similarity": 0.097, + "size_similarity": 0.957, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + "docs/source/en", + "docs/source", + "docs" ] }, { @@ -2166,7 +2196,7 @@ "left_pr_number": 44550, "right_pr_number": 46007, "similarity": 0.347, - "content_similarity": 0.086, + "content_similarity": 0.085, "size_similarity": 0.917, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2211,8 +2241,6 @@ "shared_directories": [ "src/transformers/models/gptj", "src/transformers/models", - "src/transformers", - "src", "src/transformers/models/codegen" ], "pairwise": [ @@ -2220,7 +2248,7 @@ "left_pr_number": 44066, "right_pr_number": 44722, "similarity": 0.969, - "content_similarity": 0.968, + "content_similarity": 0.967, "size_similarity": 0.959, "breadth_similarity": 1.0, "concentration_similarity": 0.957, @@ -2282,15 +2310,12 @@ 46009 ], "representative_pr_number": 41441, - "average_similarity": 0.719, + "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": [ - "src/transformers", - "src" - ], + "shared_directories": [], "pairwise": [ { "left_pr_number": 41441, @@ -2311,8 +2336,8 @@ { "left_pr_number": 41441, "right_pr_number": 43469, - "similarity": 0.661, - "content_similarity": 0.744, + "similarity": 0.659, + "content_similarity": 0.741, "size_similarity": 0.35, "breadth_similarity": 0.5, "concentration_similarity": 0.75, @@ -2327,8 +2352,8 @@ { "left_pr_number": 43469, "right_pr_number": 46009, - "similarity": 0.62, - "content_similarity": 0.74, + "similarity": 0.618, + "content_similarity": 0.737, "size_similarity": 0.1, "breadth_similarity": 0.5, "concentration_similarity": 0.75, @@ -2350,23 +2375,21 @@ 44676 ], "representative_pr_number": 44059, - "average_similarity": 0.567, + "average_similarity": 0.563, "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", - "src" + "src/transformers/models" ], "pairwise": [ { "left_pr_number": 44059, "right_pr_number": 44676, - "similarity": 0.678, - "content_similarity": 0.74, + "similarity": 0.675, + "content_similarity": 0.737, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2383,8 +2406,8 @@ { "left_pr_number": 44015, "right_pr_number": 44059, - "similarity": 0.611, - "content_similarity": 0.674, + "similarity": 0.608, + "content_similarity": 0.67, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -2401,8 +2424,8 @@ { "left_pr_number": 44015, "right_pr_number": 44676, - "similarity": 0.411, - "content_similarity": 0.498, + "similarity": 0.407, + "content_similarity": 0.492, "size_similarity": 0.034, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -2426,23 +2449,21 @@ 45422 ], "representative_pr_number": 41606, - "average_similarity": 0.558, + "average_similarity": 0.556, "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": [ - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { "left_pr_number": 41606, "right_pr_number": 44543, - "similarity": 0.687, - "content_similarity": 0.665, + "similarity": 0.686, + "content_similarity": 0.664, "size_similarity": 0.583, "breadth_similarity": 1.0, "concentration_similarity": 0.683, @@ -2459,8 +2480,8 @@ { "left_pr_number": 41606, "right_pr_number": 45422, - "similarity": 0.5, - "content_similarity": 0.422, + "similarity": 0.498, + "content_similarity": 0.42, "size_similarity": 0.569, "breadth_similarity": 0.75, "concentration_similarity": 0.881, @@ -2477,8 +2498,8 @@ { "left_pr_number": 44543, "right_pr_number": 45422, - "similarity": 0.486, - "content_similarity": 0.459, + "similarity": 0.484, + "content_similarity": 0.456, "size_similarity": 0.331, "breadth_similarity": 0.75, "concentration_similarity": 0.802, @@ -2495,113 +2516,38 @@ ] }, { - "cluster_id": "pr-scope-43997-3", + "cluster_id": "pr-scope-42975-3", "pr_numbers": [ - 43997, - 44007, - 44019 + 42975, + 42976, + 45077 ], - "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.", + "representative_pr_number": 45077, + "average_similarity": 0.525, + "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.", "shared_filenames": [ - "src/transformers/models/regnet/modeling_regnet.py", - "src/transformers/models/resnet/modeling_resnet.py" + ".github/workflows/build-ci-docker-images.yml", + ".github/workflows/build-docker-images.yml", + ".github/workflows/build-nightly-ci-docker-images.yml", + ".github/workflows/build-past-ci-docker-images.yml", + ".github/workflows/release-conda.yml", + ".github/workflows/benchmark.yml", + ".github/workflows/check_failed_tests.yml", + ".github/workflows/check_tiny_models.yml" ], "shared_directories": [ - "src/transformers/models", - "src/transformers", - "src", - "src/transformers/models/regnet", - "src/transformers/models/resnet" + ".github/workflows", + ".github" ], "pairwise": [ { - "left_pr_number": 44007, - "right_pr_number": 44019, - "similarity": 0.697, - "content_similarity": 0.708, - "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": 0.614, - "content_similarity": 0.645, - "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": 0.276, - "content_similarity": 0.026, - "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": [ - 42975, - 42976, - 45077 - ], - "representative_pr_number": 45077, - "average_similarity": 0.524, - "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.", - "shared_filenames": [ - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/release-conda.yml", - ".github/workflows/benchmark.yml", - ".github/workflows/check_failed_tests.yml", - ".github/workflows/check_tiny_models.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ], - "pairwise": [ - { - "left_pr_number": 42975, - "right_pr_number": 45077, - "similarity": 0.677, - "content_similarity": 0.62, - "size_similarity": 0.731, - "breadth_similarity": 0.833, - "concentration_similarity": 1.0, + "left_pr_number": 42975, + "right_pr_number": 45077, + "similarity": 0.678, + "content_similarity": 0.621, + "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", @@ -2622,8 +2568,8 @@ { "left_pr_number": 42976, "right_pr_number": 45077, - "similarity": 0.487, - "content_similarity": 0.514, + "similarity": 0.488, + "content_similarity": 0.516, "size_similarity": 0.074, "breadth_similarity": 0.659, "concentration_similarity": 1.0, @@ -2642,8 +2588,8 @@ { "left_pr_number": 42975, "right_pr_number": 42976, - "similarity": 0.408, - "content_similarity": 0.403, + "similarity": 0.409, + "content_similarity": 0.405, "size_similarity": 0.101, "breadth_similarity": 0.606, "concentration_similarity": 1.0, @@ -2663,6 +2609,79 @@ } ] }, + { + "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": [ @@ -2671,7 +2690,7 @@ 46006 ], "representative_pr_number": 45974, - "average_similarity": 0.446, + "average_similarity": 0.441, "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", @@ -2679,16 +2698,14 @@ ], "shared_directories": [ "src/transformers/cli/serving", - "src/transformers/cli", - "src/transformers", - "src" + "src/transformers/cli" ], "pairwise": [ { "left_pr_number": 45974, "right_pr_number": 45975, - "similarity": 0.605, - "content_similarity": 0.555, + "similarity": 0.601, + "content_similarity": 0.549, "size_similarity": 0.451, "breadth_similarity": 1.0, "concentration_similarity": 0.975, @@ -2706,8 +2723,8 @@ { "left_pr_number": 45974, "right_pr_number": 46006, - "similarity": 0.43, - "content_similarity": 0.476, + "similarity": 0.427, + "content_similarity": 0.471, "size_similarity": 0.2, "breadth_similarity": 0.333, "concentration_similarity": 0.667, @@ -2724,8 +2741,8 @@ { "left_pr_number": 45975, "right_pr_number": 46006, - "similarity": 0.302, - "content_similarity": 0.315, + "similarity": 0.296, + "content_similarity": 0.307, "size_similarity": 0.09, "breadth_similarity": 0.333, "concentration_similarity": 0.692, @@ -2742,235 +2759,70 @@ ] }, { - "cluster_id": "pr-scope-41356-3", + "cluster_id": "pr-scope-44606-3", "pr_numbers": [ - 41356, - 44339, - 45843 + 44606, + 45086, + 45317 ], - "representative_pr_number": 44339, - "average_similarity": 0.44, - "summary": "3 open PRs share weighted file overlap around `src/transformers/models/deimv2/modeling_deimv2.py`, `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`; representative PR #44339.", + "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.", "shared_filenames": [ - "src/transformers/models/deimv2/modeling_deimv2.py", - "docs/source/en/model_doc/deimv2.md", - "src/transformers/models/deimv2/__init__.py", - "src/transformers/models/deimv2/configuration_deimv2.py", - "src/transformers/models/deimv2/modular_deimv2.py", - "tests/models/deimv2/__init__.py", - "tests/models/deimv2/test_modeling_deimv2.py" - ], - "shared_directories": [ - "src/transformers/models/deimv2", - "src/transformers/models", - "src/transformers", - "src", - "docs/source/en/model_doc", - "tests/models/deimv2", - "docs/source/en", - "docs/source" + "src/transformers/tokenization_utils_tokenizers.py" ], + "shared_directories": [], "pairwise": [ { - "left_pr_number": 44339, - "right_pr_number": 45843, - "similarity": 0.455, - "content_similarity": 0.572, - "size_similarity": 0.066, - "breadth_similarity": 0.111, - "concentration_similarity": 0.667, + "left_pr_number": 45086, + "right_pr_number": 45317, + "similarity": 0.473, + "content_similarity": 0.501, + "size_similarity": 0.222, + "breadth_similarity": 0.5, + "concentration_similarity": 0.778, "shared_filenames": [ - "src/transformers/models/deimv2/modeling_deimv2.py", - "src/transformers/models/deimv2/modular_deimv2.py" + "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ - "src/transformers/models/deimv2", - "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 41356, - "right_pr_number": 44339, - "similarity": 0.435, - "content_similarity": 0.471, - "size_similarity": 0.081, - "breadth_similarity": 0.444, - "concentration_similarity": 0.974, + "left_pr_number": 44606, + "right_pr_number": 45086, + "similarity": 0.403, + "content_similarity": 0.314, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "docs/source/en/model_doc/deimv2.md", - "src/transformers/models/deimv2/__init__.py", - "src/transformers/models/deimv2/configuration_deimv2.py", - "src/transformers/models/deimv2/modeling_deimv2.py", - "tests/models/deimv2/__init__.py", - "tests/models/deimv2/test_modeling_deimv2.py" + "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ - "docs/source/en/model_doc", - "src/transformers/models/deimv2", - "docs/source/en", - "src/transformers/models", - "tests/models/deimv2", - "docs/source", "src/transformers", - "tests/models", - "docs", "src" ] }, { - "left_pr_number": 41356, - "right_pr_number": 45843, - "similarity": 0.431, - "content_similarity": 0.356, - "size_similarity": 0.817, - "breadth_similarity": 0.267, - "concentration_similarity": 0.641, + "left_pr_number": 44606, + "right_pr_number": 45317, + "similarity": 0.349, + "content_similarity": 0.157, + "size_similarity": 1.0, + "breadth_similarity": 0.5, + "concentration_similarity": 0.778, "shared_filenames": [ - "src/transformers/models/deimv2/modeling_deimv2.py" + "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ - "src/transformers/models/deimv2", - "src/transformers/models", "src/transformers", "src" ] } ] }, - { - "cluster_id": "pr-scope-44907-3", - "pr_numbers": [ - 44907, - 45783, - 45827 - ], - "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": [ - 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"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": [ - "src/transformers", - "src" - ], + "shared_directories": [], "pairwise": [ { "left_pr_number": 45649, "right_pr_number": 45655, - "similarity": 0.502, - "content_similarity": 0.336, + "similarity": 0.489, + "content_similarity": 0.317, "size_similarity": 0.778, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3008,8 +2857,8 @@ { "left_pr_number": 45548, "right_pr_number": 45649, - "similarity": 0.385, - "content_similarity": 0.34, + "similarity": 0.372, + "content_similarity": 0.321, "size_similarity": 0.149, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -3024,8 +2873,8 @@ { "left_pr_number": 45548, "right_pr_number": 45655, - "similarity": 0.347, - "content_similarity": 0.276, + "similarity": 0.335, + "content_similarity": 0.259, "size_similarity": 0.191, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -3047,144 +2896,64 @@ 45524 ], "representative_pr_number": 44615, - "average_similarity": 0.402, + "average_similarity": 0.396, "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", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44615, - "right_pr_number": 45524, - "similarity": 0.417, - "content_similarity": 0.333, - "size_similarity": 0.229, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/utils/import_utils.py" - ], - "shared_directories": [ - "src/transformers/utils", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44385, - "right_pr_number": 44615, - "similarity": 0.406, - "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-43654-3", - "pr_numbers": [ - 43654, - 45822, - 46012 - ], - "representative_pr_number": 46012, - "average_similarity": 0.387, - "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`, `tests/tokenization/test_tokenization_fast.py`; representative PR #46012.", - "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py", - "tests/tokenization/test_tokenization_fast.py" - ], - "shared_directories": [ - "tests/tokenization", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45822, - "right_pr_number": 46012, - "similarity": 0.557, - "content_similarity": 0.534, - "size_similarity": 0.694, - "breadth_similarity": 0.417, - "concentration_similarity": 0.744, + "src/transformers/utils" + ], + "pairwise": [ + { + "left_pr_number": 44615, + "right_pr_number": 45524, + "similarity": 0.412, + "content_similarity": 0.325, + "size_similarity": 0.229, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py", - "tests/tokenization/test_tokenization_fast.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ + "src/transformers/utils", "src/transformers", - "tests/tokenization", - "src", - "tests" + "src" ] }, { - "left_pr_number": 43654, - "right_pr_number": 46012, - "similarity": 0.369, - "content_similarity": 0.205, - "size_similarity": 0.56, - "breadth_similarity": 1.0, - "concentration_similarity": 0.843, + "left_pr_number": 44385, + "right_pr_number": 44615, + "similarity": 0.4, + "content_similarity": 0.325, + "size_similarity": 0.371, + "breadth_similarity": 0.667, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ + "src/transformers/utils", "src/transformers", - "tests/tokenization", - "src", - "tests" + "src" ] }, { - "left_pr_number": 43654, - "right_pr_number": 45822, - "similarity": 0.234, - "content_similarity": 0.15, - "size_similarity": 0.389, - "breadth_similarity": 0.417, - "concentration_similarity": 0.587, + "left_pr_number": 44385, + "right_pr_number": 45524, + "similarity": 0.377, + "content_similarity": 0.24, + "size_similarity": 0.615, + "breadth_similarity": 0.667, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ + "src/transformers/utils", "src/transformers", - "tests/tokenization", - "src", - "tests" + "src" ] } ] @@ -3197,23 +2966,21 @@ 45917 ], "representative_pr_number": 44981, - "average_similarity": 0.361, + "average_similarity": 0.359, "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", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { "left_pr_number": 44889, "right_pr_number": 44981, - "similarity": 0.399, - "content_similarity": 0.156, + "similarity": 0.396, + "content_similarity": 0.153, "size_similarity": 0.991, "breadth_similarity": 1.0, "concentration_similarity": 0.812, @@ -3230,8 +2997,8 @@ { "left_pr_number": 44981, "right_pr_number": 45917, - "similarity": 0.354, - "content_similarity": 0.108, + "similarity": 0.353, + "content_similarity": 0.107, "size_similarity": 0.87, "breadth_similarity": 1.0, "concentration_similarity": 0.959, @@ -3246,8 +3013,8 @@ { "left_pr_number": 44889, "right_pr_number": 45917, - "similarity": 0.33, - "content_similarity": 0.079, + "similarity": 0.327, + "content_similarity": 0.075, "size_similarity": 0.879, "breadth_similarity": 1.0, "concentration_similarity": 0.852, @@ -3279,9 +3046,7 @@ "tests/models/gpt_neo", "src/transformers/models", "tests/models", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { @@ -3342,7 +3107,7 @@ "left_pr_number": 41116, "right_pr_number": 45613, "similarity": 0.954, - "content_similarity": 0.988, + "content_similarity": 0.987, "size_similarity": 0.897, "breadth_similarity": 0.792, "concentration_similarity": 0.983, @@ -3406,7 +3171,7 @@ "left_pr_number": 40962, "right_pr_number": 45186, "similarity": 0.925, - "content_similarity": 0.944, + "content_similarity": 0.943, "size_similarity": 0.818, "breadth_similarity": 1.0, "concentration_similarity": 0.832, @@ -3450,9 +3215,7 @@ "src/transformers/loss/loss_utils.py" ], "shared_directories": [ - "src/transformers/loss", - "src/transformers", - "src" + "src/transformers/loss" ], "pairwise": [ { @@ -3508,7 +3271,7 @@ "left_pr_number": 43543, "right_pr_number": 43775, "similarity": 0.819, - "content_similarity": 0.914, + "content_similarity": 0.912, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3556,9 +3319,7 @@ "tests/quantization/bnb", "src/transformers/quantizers", "tests/quantization", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { @@ -3599,9 +3360,7 @@ ], "shared_directories": [ "tests/utils", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { @@ -3625,49 +3384,6 @@ } ] }, - { - "cluster_id": "pr-scope-45514-2", - "pr_numbers": [ - 45514, - 45813 - ], - "representative_pr_number": 45514, - "average_similarity": 0.724, - "summary": "2 open PRs share weighted file overlap around `tests/models/granitemoehybrid/test_modeling_granitemoehybrid.py`; representative PR #45514.", - "shared_filenames": [ - "tests/models/granitemoehybrid/test_modeling_granitemoehybrid.py" - ], - "shared_directories": [ - "tests/models/granitemoehybrid", - "src/transformers/models", - "tests/models", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45514, - "right_pr_number": 45813, - "similarity": 0.724, - "content_similarity": 0.653, - "size_similarity": 0.909, - "breadth_similarity": 0.833, - "concentration_similarity": 0.936, - "shared_filenames": [ - "tests/models/granitemoehybrid/test_modeling_granitemoehybrid.py" - ], - "shared_directories": [ - "src/transformers/models", - "tests/models/granitemoehybrid", - "src/transformers", - "tests/models", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-41901-2", "pr_numbers": [ @@ -3675,22 +3391,20 @@ 45523 ], "representative_pr_number": 41901, - "average_similarity": 0.718, + "average_similarity": 0.716, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.", "shared_filenames": [ "src/transformers/integrations/executorch.py" ], "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" + "src/transformers/integrations" ], "pairwise": [ { "left_pr_number": 41901, "right_pr_number": 45523, - "similarity": 0.718, - "content_similarity": 0.778, + "similarity": 0.716, + "content_similarity": 0.774, "size_similarity": 0.158, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3712,7 +3426,7 @@ 45144 ], "representative_pr_number": 43020, - "average_similarity": 0.712, + "average_similarity": 0.71, "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", @@ -3730,16 +3444,14 @@ "tests/models/mimo_v2_flash", "src/transformers/models", "tests/models", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { "left_pr_number": 43020, "right_pr_number": 45144, - "similarity": 0.712, - "content_similarity": 0.715, + "similarity": 0.71, + "content_similarity": 0.712, "size_similarity": 0.694, "breadth_similarity": 0.607, "concentration_similarity": 0.937, @@ -3766,6 +3478,67 @@ } ] }, + { + "cluster_id": "pr-scope-44794-2", + "pr_numbers": [ + 44794, + 45977 + ], + "representative_pr_number": 44794, + "average_similarity": 0.702, + "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", + "src/transformers/integrations/gguf_dequant.py", + "src/transformers/quantizers/__init__.py", + "src/transformers/quantizers/quantizer_gguf.py", + "src/transformers/gguf_conversion_ops.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "tests/quantization/ggml", + "src/transformers/quantizers", + "src/transformers/integrations", + "docs/source/en", + "tests/quantization", + "docs/source", + "docs", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 44794, + "right_pr_number": 45977, + "similarity": 0.702, + "content_similarity": 0.689, + "size_similarity": 0.674, + "breadth_similarity": 0.757, + "concentration_similarity": 0.861, + "shared_filenames": [ + "docs/source/en/gguf.md", + "src/transformers/gguf_conversion_ops.py", + "src/transformers/integrations/gguf_dequant.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "src/transformers/modeling_utils.py", + "src/transformers/quantizers/__init__.py", + "src/transformers/quantizers/quantizer_gguf.py" + ], + "shared_directories": [ + "docs/source/en", + "src/transformers/integrations", + "src/transformers/quantizers", + "tests/quantization/ggml", + "docs/source", + "src/transformers", + "tests/quantization", + "docs", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-43747-2", "pr_numbers": [ @@ -3773,7 +3546,7 @@ 45480 ], "representative_pr_number": 43747, - "average_similarity": 0.682, + "average_similarity": 0.683, "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" @@ -3787,8 +3560,8 @@ { "left_pr_number": 43747, "right_pr_number": 45480, - "similarity": 0.682, - "content_similarity": 0.635, + "similarity": 0.683, + "content_similarity": 0.637, "size_similarity": 0.664, "breadth_similarity": 1.0, "concentration_similarity": 0.751, @@ -3810,22 +3583,20 @@ 43816 ], "representative_pr_number": 43779, - "average_similarity": 0.667, + "average_similarity": 0.665, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.", "shared_filenames": [ "src/transformers/integrations/integration_utils.py" ], "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" + "src/transformers/integrations" ], "pairwise": [ { "left_pr_number": 43779, "right_pr_number": 43816, - "similarity": 0.667, - "content_similarity": 0.685, + "similarity": 0.665, + "content_similarity": 0.683, "size_similarity": 0.25, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3847,7 +3618,7 @@ 45627 ], "representative_pr_number": 42668, - "average_similarity": 0.662, + "average_similarity": 0.661, "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", @@ -3856,16 +3627,14 @@ "shared_directories": [ "tests/models/auto", "tests/models", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { "left_pr_number": 42668, "right_pr_number": 45627, - "similarity": 0.662, - "content_similarity": 0.807, + "similarity": 0.661, + "content_similarity": 0.805, "size_similarity": 0.189, "breadth_similarity": 0.216, "concentration_similarity": 0.952, @@ -3884,177 +3653,75 @@ ] }, { - "cluster_id": "pr-scope-44794-2", - "pr_numbers": [ - 44794, - 45977 - ], - "representative_pr_number": 44794, - "average_similarity": 0.641, - "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", - "src/transformers/integrations/gguf_dequant.py", - "src/transformers/quantizers/__init__.py", - "src/transformers/quantizers/quantizer_gguf.py", - "src/transformers/gguf_conversion_ops.py", - "src/transformers/modeling_gguf_pytorch_utils.py", - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "tests/quantization/ggml", - "src/transformers/quantizers", - "src/transformers/integrations", - "docs/source/en", - "tests/quantization", - "docs/source", - "src/transformers", - "docs" - ], - "pairwise": [ - { - "left_pr_number": 44794, - "right_pr_number": 45977, - "similarity": 0.641, - "content_similarity": 0.624, - "size_similarity": 0.556, - "breadth_similarity": 0.781, - "concentration_similarity": 0.848, - "shared_filenames": [ - "docs/source/en/gguf.md", - "src/transformers/gguf_conversion_ops.py", - "src/transformers/integrations/gguf_dequant.py", - "src/transformers/modeling_gguf_pytorch_utils.py", - "src/transformers/modeling_utils.py", - "src/transformers/quantizers/__init__.py", - "src/transformers/quantizers/quantizer_gguf.py" - ], - "shared_directories": [ - "docs/source/en", - "src/transformers/integrations", - "src/transformers/quantizers", - "tests/quantization/ggml", - "docs/source", - "src/transformers", - "tests/quantization", - "docs", - "src", - "tests" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44940-2", - "pr_numbers": [ - 44940, - 46014 - ], - "representative_pr_number": 44940, - "average_similarity": 0.563, - "summary": "2 open PRs share weighted file overlap around `src/transformers/initialization.py`, `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.", - "shared_filenames": [ - "src/transformers/initialization.py", - "tests/utils/test_modeling_utils.py", - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "tests/utils", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44940, - "right_pr_number": 46014, - "similarity": 0.563, - "content_similarity": 0.481, - "size_similarity": 0.527, - "breadth_similarity": 1.0, - "concentration_similarity": 0.943, - "shared_filenames": [ - "src/transformers/initialization.py", - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44101-2", + "cluster_id": "pr-scope-45822-2", "pr_numbers": [ - 44101, - 44116 + 45822, + 46012 ], - "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.", + "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.", "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "tests/tokenization/test_tokenization_fast.py", + "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models", - "src/transformers", - "src" + "tests/tokenization", + "tests" ], "pairwise": [ { - "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, + "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, "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "src/transformers/tokenization_utils_tokenizers.py", + "tests/tokenization/test_tokenization_fast.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models", "src/transformers", - "src" + "tests/tokenization", + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-43363-2", + "cluster_id": "pr-scope-44101-2", "pr_numbers": [ - 43363, - 45651 + 44101, + 44116 ], - "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.", + "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.", "shared_filenames": [ - "src/transformers/trainer_pt_utils.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ - "src/transformers", - "src" + "src/transformers/models/flaubert", + "src/transformers/models" ], "pairwise": [ { - "left_pr_number": 43363, - "right_pr_number": 45651, - "similarity": 0.516, - "content_similarity": 0.575, - "size_similarity": 0.245, + "left_pr_number": 44101, + "right_pr_number": 44116, + "similarity": 0.551, + "content_similarity": 0.611, + "size_similarity": 0.319, "breadth_similarity": 0.5, - "concentration_similarity": 0.53, + "concentration_similarity": 0.507, "shared_filenames": [ - "src/transformers/trainer_pt_utils.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ + "src/transformers/models/flaubert", + "src/transformers/models", "src/transformers", "src" ] @@ -4068,7 +3735,7 @@ 43649 ], "representative_pr_number": 43532, - "average_similarity": 0.513, + "average_similarity": 0.515, "summary": "2 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", @@ -4088,8 +3755,8 @@ { "left_pr_number": 43532, "right_pr_number": 43649, - "similarity": 0.513, - "content_similarity": 0.46, + "similarity": 0.515, + "content_similarity": 0.462, "size_similarity": 0.395, "breadth_similarity": 0.875, "concentration_similarity": 0.893, @@ -4110,6 +3777,38 @@ } ] }, + { + "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": [ @@ -4117,7 +3816,7 @@ 45720 ], "representative_pr_number": 44114, - "average_similarity": 0.507, + "average_similarity": 0.505, "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", @@ -4143,8 +3842,8 @@ { "left_pr_number": 44114, "right_pr_number": 45720, - "similarity": 0.507, - "content_similarity": 0.431, + "similarity": 0.505, + "content_similarity": 0.428, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, @@ -4175,47 +3874,6 @@ } ] }, - { - "cluster_id": "pr-scope-45293-2", - "pr_numbers": [ - 45293, - 45317 - ], - "representative_pr_number": 45293, - "average_similarity": 0.501, - "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": 0.501, - "content_similarity": 0.344, - "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": [ @@ -4223,22 +3881,20 @@ 45128 ], "representative_pr_number": 45056, - "average_similarity": 0.498, + "average_similarity": 0.494, "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", - "src" + "src/transformers/utils" ], "pairwise": [ { "left_pr_number": 45056, "right_pr_number": 45128, - "similarity": 0.498, - "content_similarity": 0.391, + "similarity": 0.494, + "content_similarity": 0.386, "size_similarity": 0.669, "breadth_similarity": 0.875, "concentration_similarity": 0.724, @@ -4260,23 +3916,21 @@ 45742 ], "representative_pr_number": 45709, - "average_similarity": 0.494, + "average_similarity": 0.49, "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", - "src" + "src/transformers/models" ], "pairwise": [ { "left_pr_number": 45709, "right_pr_number": 45742, - "similarity": 0.494, - "content_similarity": 0.367, + "similarity": 0.49, + "content_similarity": 0.362, "size_similarity": 0.782, "breadth_similarity": 0.833, "concentration_similarity": 0.72, @@ -4299,7 +3953,7 @@ 45333 ], "representative_pr_number": 45332, - "average_similarity": 0.492, + "average_similarity": 0.489, "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", @@ -4311,16 +3965,14 @@ "shared_directories": [ "src/transformers/heterogeneity", "tests/heterogeneity", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { "left_pr_number": 45332, "right_pr_number": 45333, - "similarity": 0.492, - "content_similarity": 0.522, + "similarity": 0.489, + "content_similarity": 0.517, "size_similarity": 0.203, "breadth_similarity": 0.479, "concentration_similarity": 0.976, @@ -4348,7 +4000,7 @@ 45868 ], "representative_pr_number": 45540, - "average_similarity": 0.485, + "average_similarity": 0.484, "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", @@ -4360,16 +4012,14 @@ "tests/models/t5gemma2", "src/transformers/models", "tests/models", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { "left_pr_number": 45540, "right_pr_number": 45868, - "similarity": 0.485, - "content_similarity": 0.356, + "similarity": 0.484, + "content_similarity": 0.354, "size_similarity": 0.593, "breadth_similarity": 1.0, "concentration_similarity": 0.936, @@ -4397,7 +4047,7 @@ 45233 ], "representative_pr_number": 40755, - "average_similarity": 0.474, + "average_similarity": 0.47, "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", @@ -4409,16 +4059,14 @@ "tests/models/timesfm", "src/transformers/models", "tests/models", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { "left_pr_number": 40755, "right_pr_number": 45233, - "similarity": 0.474, - "content_similarity": 0.44, + "similarity": 0.47, + "content_similarity": 0.435, "size_similarity": 0.266, "breadth_similarity": 0.792, "concentration_similarity": 0.928, @@ -4439,6 +4087,65 @@ } ] }, + { + "cluster_id": "pr-scope-41356-2", + "pr_numbers": [ + 41356, + 44339 + ], + "representative_pr_number": 41356, + "average_similarity": 0.442, + "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`, `src/transformers/models/deimv2/configuration_deimv2.py`; representative PR #41356.", + "shared_filenames": [ + "docs/source/en/model_doc/deimv2.md", + "src/transformers/models/deimv2/__init__.py", + "src/transformers/models/deimv2/configuration_deimv2.py", + "tests/models/deimv2/__init__.py", + "tests/models/deimv2/test_modeling_deimv2.py", + "src/transformers/models/deimv2/modeling_deimv2.py" + ], + "shared_directories": [ + "src/transformers/models/deimv2", + "docs/source/en/model_doc", + "tests/models/deimv2", + "docs/source/en", + "src/transformers/models", + "docs/source", + "tests/models", + "docs" + ], + "pairwise": [ + { + "left_pr_number": 41356, + "right_pr_number": 44339, + "similarity": 0.442, + "content_similarity": 0.48, + "size_similarity": 0.081, + "breadth_similarity": 0.444, + "concentration_similarity": 0.974, + "shared_filenames": [ + "docs/source/en/model_doc/deimv2.md", + "src/transformers/models/deimv2/__init__.py", + "src/transformers/models/deimv2/configuration_deimv2.py", + "src/transformers/models/deimv2/modeling_deimv2.py", + "tests/models/deimv2/__init__.py", + "tests/models/deimv2/test_modeling_deimv2.py" + ], + "shared_directories": [ + "docs/source/en/model_doc", + "src/transformers/models/deimv2", + "docs/source/en", + "src/transformers/models", + "tests/models/deimv2", + "docs/source", + "src/transformers", + "tests/models", + "docs", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-45202-2", "pr_numbers": [ @@ -4446,7 +4153,7 @@ 45883 ], "representative_pr_number": 45202, - "average_similarity": 0.435, + "average_similarity": 0.427, "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", @@ -4454,16 +4161,14 @@ ], "shared_directories": [ "src/transformers/models/gemma4", - "src/transformers/models", - "src/transformers", - "src" + "src/transformers/models" ], "pairwise": [ { "left_pr_number": 45202, "right_pr_number": 45883, - "similarity": 0.435, - "content_similarity": 0.401, + "similarity": 0.427, + "content_similarity": 0.39, "size_similarity": 0.027, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4487,7 +4192,7 @@ 45413 ], "representative_pr_number": 42112, - "average_similarity": 0.422, + "average_similarity": 0.421, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`; representative PR #42112.", "shared_filenames": [ "src/transformers/generation/logits_process.py", @@ -4496,16 +4201,14 @@ "shared_directories": [ "src/transformers/generation", "tests/generation", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { "left_pr_number": 42112, "right_pr_number": 45413, - "similarity": 0.422, - "content_similarity": 0.464, + "similarity": 0.421, + "content_similarity": 0.462, "size_similarity": 0.017, "breadth_similarity": 0.458, "concentration_similarity": 0.981, @@ -4523,49 +4226,6 @@ } ] }, - { - "cluster_id": "pr-scope-45634-2", - "pr_numbers": [ - 45634, - 45880 - ], - "representative_pr_number": 45634, - "average_similarity": 0.422, - "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", - "src/transformers/integrations/finegrained_fp8.py" - ], - "shared_directories": [ - "src/transformers/quantizers", - "src/transformers/integrations", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45634, - "right_pr_number": 45880, - "similarity": 0.422, - "content_similarity": 0.461, - "size_similarity": 0.121, - "breadth_similarity": 0.365, - "concentration_similarity": 0.887, - "shared_filenames": [ - "src/transformers/integrations/finegrained_fp8.py", - "src/transformers/quantizers/quantizer_finegrained_fp8.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers/quantizers", - "src/transformers", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-44375-2", "pr_numbers": [ @@ -4573,7 +4233,7 @@ 45829 ], "representative_pr_number": 44375, - "average_similarity": 0.418, + "average_similarity": 0.415, "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", @@ -4587,16 +4247,14 @@ "docs/source/en", "src/transformers/models", "docs/source", - "src/transformers", - "docs", - "src" + "docs" ], "pairwise": [ { "left_pr_number": 44375, "right_pr_number": 45829, - "similarity": 0.418, - "content_similarity": 0.506, + "similarity": 0.415, + "content_similarity": 0.501, "size_similarity": 0.004, "breadth_similarity": 0.206, "concentration_similarity": 0.855, @@ -4620,32 +4278,70 @@ ] }, { - "cluster_id": "pr-scope-44606-2", + "cluster_id": "pr-scope-45634-2", "pr_numbers": [ - 44606, - 45086 + 45634, + 45880 ], - "representative_pr_number": 44606, - "average_similarity": 0.409, - "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.", + "representative_pr_number": 45634, + "average_similarity": 0.413, + "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/tokenization_utils_tokenizers.py" + "src/transformers/quantizers/quantizer_finegrained_fp8.py", + "src/transformers/integrations/finegrained_fp8.py" ], "shared_directories": [ - "src/transformers", - "src" + "src/transformers/quantizers", + "src/transformers/integrations", + "tests" ], "pairwise": [ { - "left_pr_number": 44606, - "right_pr_number": 45086, + "left_pr_number": 45634, + "right_pr_number": 45880, + "similarity": 0.413, + "content_similarity": 0.448, + "size_similarity": 0.121, + "breadth_similarity": 0.365, + "concentration_similarity": 0.887, + "shared_filenames": [ + "src/transformers/integrations/finegrained_fp8.py", + "src/transformers/quantizers/quantizer_finegrained_fp8.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers/quantizers", + "src/transformers", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-45752-2", + "pr_numbers": [ + 45752, + 46030 + ], + "representative_pr_number": 45752, + "average_similarity": 0.409, + "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": [], + "pairwise": [ + { + "left_pr_number": 45752, + "right_pr_number": 46030, "similarity": 0.409, - "content_similarity": 0.322, - "size_similarity": 0.222, + "content_similarity": 0.156, + "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", @@ -4661,7 +4357,7 @@ 45618 ], "representative_pr_number": 42655, - "average_similarity": 0.372, + "average_similarity": 0.365, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.", "shared_filenames": [ "src/transformers/generation/utils.py" @@ -4669,16 +4365,14 @@ "shared_directories": [ "src/transformers/generation", "tests/generation", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { "left_pr_number": 42655, "right_pr_number": 45618, - "similarity": 0.372, - "content_similarity": 0.205, + "similarity": 0.365, + "content_similarity": 0.195, "size_similarity": 0.974, "breadth_similarity": 0.389, "concentration_similarity": 0.878, @@ -4702,22 +4396,20 @@ 45552 ], "representative_pr_number": 44642, - "average_similarity": 0.354, + "average_similarity": 0.349, "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", - "src" + "src/transformers/utils" ], "pairwise": [ { "left_pr_number": 44642, "right_pr_number": 45552, - "similarity": 0.354, - "content_similarity": 0.256, + "similarity": 0.349, + "content_similarity": 0.249, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0,