diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,11 +1,11 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260624T120028Z", - "generated_at": "2026-06-24T12:02:11Z", - "cluster_count": 73, + "snapshot_id": "20260624T180019Z", + "generated_at": "2026-06-24T18:02:31Z", + "cluster_count": 71, "pr_scope_clusters": [ { - "cluster_id": "pr-scope-43636-12", + "cluster_id": "pr-scope-43636-10", "pr_numbers": [ 43636, 43651, @@ -16,13 +16,11 @@ 44660, 45055, 45067, - 45273, - 46775, - 46855 + 45273 ], "representative_pr_number": 45067, - "average_similarity": 0.424, - "summary": "12 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", + "average_similarity": 0.416, + "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" ], @@ -34,8 +32,8 @@ { "left_pr_number": 44189, "right_pr_number": 45067, - "similarity": 0.775, - "content_similarity": 0.858, + "similarity": 0.776, + "content_similarity": 0.86, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -50,8 +48,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.616, - "content_similarity": 0.452, + "similarity": 0.622, + "content_similarity": 0.46, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -64,11 +62,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 46775, - "similarity": 0.549, - "content_similarity": 0.442, - "size_similarity": 0.6, + "left_pr_number": 43651, + "right_pr_number": 43663, + "similarity": 0.536, + "content_similarity": 0.398, + "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -80,11 +78,11 @@ ] }, { - "left_pr_number": 46775, - "right_pr_number": 46855, - "similarity": 0.538, - "content_similarity": 0.353, - "size_similarity": 0.938, + "left_pr_number": 43651, + "right_pr_number": 45067, + "similarity": 0.511, + "content_similarity": 0.361, + "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -96,11 +94,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 43663, - "similarity": 0.531, - "content_similarity": 0.39, - "size_similarity": 0.72, + "left_pr_number": 43663, + "right_pr_number": 44123, + "similarity": 0.497, + "content_similarity": 0.398, + "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -112,11 +110,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 46855, - "similarity": 0.525, - "content_similarity": 0.398, - "size_similarity": 0.64, + "left_pr_number": 44257, + "right_pr_number": 44660, + "similarity": 0.479, + "content_similarity": 0.256, + "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -128,11 +126,11 @@ ] }, { - "left_pr_number": 45067, - "right_pr_number": 46775, - "similarity": 0.521, - "content_similarity": 0.401, - "size_similarity": 0.6, + "left_pr_number": 44123, + "right_pr_number": 45067, + "similarity": 0.472, + "content_similarity": 0.362, + "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -144,11 +142,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 46775, - "similarity": 0.519, - "content_similarity": 0.469, - "size_similarity": 0.273, + "left_pr_number": 43636, + "right_pr_number": 43663, + "similarity": 0.459, + "content_similarity": 0.348, + "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -160,11 +158,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 46775, - "similarity": 0.517, - "content_similarity": 0.346, - "size_similarity": 0.833, + "left_pr_number": 43663, + "right_pr_number": 44660, + "similarity": 0.459, + "content_similarity": 0.389, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -176,11 +174,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 45067, - "similarity": 0.506, - "content_similarity": 0.354, - "size_similarity": 0.72, + "left_pr_number": 44189, + "right_pr_number": 44660, + "similarity": 0.458, + "content_similarity": 0.297, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -192,11 +190,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 46855, - "similarity": 0.501, - "content_similarity": 0.312, - "size_similarity": 0.889, + "left_pr_number": 43663, + "right_pr_number": 44189, + "similarity": 0.444, + "content_similarity": 0.386, + "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -208,11 +206,11 @@ ] }, { - "left_pr_number": 45067, - "right_pr_number": 46855, - "similarity": 0.499, - "content_similarity": 0.361, - "size_similarity": 0.64, + "left_pr_number": 44189, + "right_pr_number": 45055, + "similarity": 0.442, + "content_similarity": 0.256, + "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -224,11 +222,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44123, - "similarity": 0.492, - "content_similarity": 0.391, - "size_similarity": 0.455, + "left_pr_number": 43636, + "right_pr_number": 45067, + "similarity": 0.437, + "content_similarity": 0.316, + "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -240,11 +238,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 44660, - "similarity": 0.479, - "content_similarity": 0.255, - "size_similarity": 1.0, + "left_pr_number": 44660, + "right_pr_number": 45067, + "similarity": 0.434, + "content_similarity": 0.354, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -257,10 +255,10 @@ }, { "left_pr_number": 43636, - "right_pr_number": 46775, - "similarity": 0.471, - "content_similarity": 0.302, - "size_similarity": 0.733, + "right_pr_number": 43651, + "similarity": 0.433, + "content_similarity": 0.273, + "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -272,11 +270,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 45067, - "similarity": 0.466, - "content_similarity": 0.354, - "size_similarity": 0.455, + "left_pr_number": 44189, + "right_pr_number": 44257, + "similarity": 0.428, + "content_similarity": 0.254, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -289,10 +287,10 @@ }, { "left_pr_number": 43636, - "right_pr_number": 43663, - "similarity": 0.454, - "content_similarity": 0.34, - "size_similarity": 0.44, + "right_pr_number": 44660, + "similarity": 0.419, + "content_similarity": 0.267, + "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -305,9 +303,9 @@ }, { "left_pr_number": 43663, - "right_pr_number": 44660, - "similarity": 0.453, - "content_similarity": 0.382, + "right_pr_number": 44257, + "similarity": 0.419, + "content_similarity": 0.333, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -320,11 +318,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 44660, - "similarity": 0.453, - "content_similarity": 0.29, - "size_similarity": 0.667, + "left_pr_number": 43651, + "right_pr_number": 44123, + "similarity": 0.418, + "content_similarity": 0.313, + "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -336,11 +334,11 @@ ] }, { - "left_pr_number": 44660, - "right_pr_number": 46775, - "similarity": 0.447, - "content_similarity": 0.338, - "size_similarity": 0.4, + "left_pr_number": 43651, + "right_pr_number": 44660, + "similarity": 0.414, + "content_similarity": 0.306, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -352,11 +350,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 46855, - "similarity": 0.443, - "content_similarity": 0.272, - "size_similarity": 0.688, + "left_pr_number": 44660, + "right_pr_number": 45055, + "similarity": 0.406, + "content_similarity": 0.258, + "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -369,10 +367,10 @@ }, { "left_pr_number": 43663, - "right_pr_number": 44189, - "similarity": 0.439, - "content_similarity": 0.379, - "size_similarity": 0.16, + "right_pr_number": 45055, + "similarity": 0.403, + "content_similarity": 0.336, + "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -384,11 +382,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 45055, - "similarity": 0.438, - "content_similarity": 0.25, - "size_similarity": 0.75, + "left_pr_number": 44257, + "right_pr_number": 45067, + "similarity": 0.398, + "content_similarity": 0.302, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -400,11 +398,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 45067, - "similarity": 0.432, - "content_similarity": 0.309, - "size_similarity": 0.44, + "left_pr_number": 43651, + "right_pr_number": 44189, + "similarity": 0.396, + "content_similarity": 0.303, + "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -417,10 +415,10 @@ }, { "left_pr_number": 43636, - "right_pr_number": 43651, - "similarity": 0.428, - "content_similarity": 0.266, - "size_similarity": 0.611, + "right_pr_number": 44257, + "similarity": 0.392, + "content_similarity": 0.228, + "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -432,11 +430,11 @@ ] }, { - "left_pr_number": 44660, - "right_pr_number": 45067, - "similarity": 0.428, - "content_similarity": 0.346, - "size_similarity": 0.24, + "left_pr_number": 43636, + "right_pr_number": 44189, + "similarity": 0.39, + "content_similarity": 0.265, + "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -448,10 +446,10 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 44257, - "similarity": 0.427, - "content_similarity": 0.253, + "left_pr_number": 45055, + "right_pr_number": 45273, + "similarity": 0.384, + "content_similarity": 0.191, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -464,11 +462,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 46775, - "similarity": 0.425, - "content_similarity": 0.336, - "size_similarity": 0.267, + "left_pr_number": 43651, + "right_pr_number": 44257, + "similarity": 0.383, + "content_similarity": 0.261, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -480,11 +478,11 @@ ] }, { - "left_pr_number": 44660, - "right_pr_number": 46855, - "similarity": 0.42, - "content_similarity": 0.305, - "size_similarity": 0.375, + "left_pr_number": 45055, + "right_pr_number": 45067, + "similarity": 0.382, + "content_similarity": 0.306, + "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -496,11 +494,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44257, - "similarity": 0.419, - "content_similarity": 0.333, - "size_similarity": 0.24, + "left_pr_number": 44123, + "right_pr_number": 44660, + "similarity": 0.381, + "content_similarity": 0.306, + "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -513,10 +511,10 @@ }, { "left_pr_number": 44257, - "right_pr_number": 46775, - "similarity": 0.417, - "content_similarity": 0.296, - "size_similarity": 0.4, + "right_pr_number": 45055, + "similarity": 0.38, + "content_similarity": 0.221, + "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -528,11 +526,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44660, - "similarity": 0.414, - "content_similarity": 0.261, - "size_similarity": 0.545, + "left_pr_number": 44189, + "right_pr_number": 45273, + "similarity": 0.379, + "content_similarity": 0.22, + "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -544,11 +542,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44123, - "similarity": 0.413, - "content_similarity": 0.306, - "size_similarity": 0.327, + "left_pr_number": 44123, + "right_pr_number": 44189, + "similarity": 0.374, + "content_similarity": 0.304, + "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -560,11 +558,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 46855, - "similarity": 0.412, - "content_similarity": 0.312, - "size_similarity": 0.291, + "left_pr_number": 43636, + "right_pr_number": 44123, + "similarity": 0.371, + "content_similarity": 0.273, + "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -576,11 +574,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44660, - "similarity": 0.409, - "content_similarity": 0.299, - "size_similarity": 0.333, + "left_pr_number": 43663, + "right_pr_number": 45273, + "similarity": 0.364, + "content_similarity": 0.288, + "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -592,11 +590,11 @@ ] }, { - "left_pr_number": 44660, + "left_pr_number": 43651, "right_pr_number": 45055, - "similarity": 0.402, - "content_similarity": 0.252, - "size_similarity": 0.5, + "similarity": 0.36, + "content_similarity": 0.264, + "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -608,11 +606,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 46855, - "similarity": 0.399, - "content_similarity": 0.302, - "size_similarity": 0.25, + "left_pr_number": 44660, + "right_pr_number": 45273, + "similarity": 0.355, + "content_similarity": 0.221, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -624,11 +622,11 @@ ] }, { - "left_pr_number": 43663, + "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.398, - "content_similarity": 0.329, - "size_similarity": 0.12, + "similarity": 0.352, + "content_similarity": 0.231, + "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -640,11 +638,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 45067, - "similarity": 0.398, - "content_similarity": 0.303, - "size_similarity": 0.24, + "left_pr_number": 44123, + "right_pr_number": 44257, + "similarity": 0.35, + "content_similarity": 0.262, + "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -656,11 +654,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 46855, - "similarity": 0.393, - "content_similarity": 0.266, - "size_similarity": 0.375, + "left_pr_number": 45067, + "right_pr_number": 45273, + "similarity": 0.345, + "content_similarity": 0.262, + "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -672,11 +670,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44257, - "similarity": 0.391, - "content_similarity": 0.228, - "size_similarity": 0.545, + "left_pr_number": 44123, + "right_pr_number": 45055, + "similarity": 0.343, + "content_similarity": 0.264, + "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -688,11 +686,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44189, - "similarity": 0.391, - "content_similarity": 0.296, - "size_similarity": 0.222, + "left_pr_number": 44257, + "right_pr_number": 45273, + "similarity": 0.332, + "content_similarity": 0.189, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -704,11 +702,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44189, - "similarity": 0.386, - "content_similarity": 0.259, - "size_similarity": 0.364, + "left_pr_number": 43651, + "right_pr_number": 45273, + "similarity": 0.325, + "content_similarity": 0.226, + "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -720,11 +718,11 @@ ] }, { - "left_pr_number": 45055, - "right_pr_number": 46775, - "similarity": 0.384, - "content_similarity": 0.292, - "size_similarity": 0.2, + "left_pr_number": 43636, + "right_pr_number": 45273, + "similarity": 0.316, + "content_similarity": 0.198, + "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -736,11 +734,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44257, - "similarity": 0.383, - "content_similarity": 0.261, - "size_similarity": 0.333, + "left_pr_number": 44123, + "right_pr_number": 45273, + "similarity": 0.314, + "content_similarity": 0.226, + "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -750,586 +748,625 @@ "src/transformers", "src" ] - }, + } + ] + }, + { + "cluster_id": "pr-scope-46504-6", + "pr_numbers": [ + 46504, + 46554, + 46558, + 46563, + 46716, + 46747 + ], + "representative_pr_number": 46716, + "average_similarity": 0.727, + "summary": "6 open PRs share weighted file overlap around `.github/workflows/pr-ci-security-gate.yml`; representative PR #46716.", + "shared_filenames": [ + ".github/workflows/pr-ci-security-gate.yml" + ], + "shared_directories": [ + ".github/workflows", + ".github" + ], + "pairwise": [ { - 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"src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 45296, - "right_pr_number": 46467, - "similarity": 0.37, - "content_similarity": 0.439, - "size_similarity": 0.047, - "breadth_similarity": 0.333, - "concentration_similarity": 0.45, + "left_pr_number": 45421, + "right_pr_number": 45996, + "similarity": 0.32, + "content_similarity": 0.191, + "size_similarity": 0.573, + "breadth_similarity": 0.583, + "concentration_similarity": 0.828, "shared_filenames": [ - "src/transformers/modeling_gguf_pytorch_utils.py" + "src/transformers/core_model_loading.py" ], "shared_directories": [ "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 45546, - "right_pr_number": 46467, - "similarity": 0.326, - "content_similarity": 0.358, - "size_similarity": 0.082, - "breadth_similarity": 0.333, - "concentration_similarity": 0.591, + "left_pr_number": 46651, + "right_pr_number": 46717, + "similarity": 0.298, + "content_similarity": 0.271, + "size_similarity": 0.071, + "breadth_similarity": 0.583, + "concentration_similarity": 0.788, "shared_filenames": [ - "src/transformers/modeling_gguf_pytorch_utils.py" + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 46467, - "right_pr_number": 46718, - "similarity": 0.323, - "content_similarity": 0.355, - "size_similarity": 0.082, - "breadth_similarity": 0.333, - "concentration_similarity": 0.582, + "left_pr_number": 45421, + "right_pr_number": 46717, + "similarity": 0.253, + "content_similarity": 0.119, + "size_similarity": 0.468, + "breadth_similarity": 0.583, + "concentration_similarity": 0.823, "shared_filenames": [ - "src/transformers/modeling_gguf_pytorch_utils.py" + "src/transformers/core_model_loading.py" ], "shared_directories": [ "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 45668, - "right_pr_number": 46467, - "similarity": 0.298, - "content_similarity": 0.32, - "size_similarity": 0.106, + "left_pr_number": 45421, + "right_pr_number": 46651, + "similarity": 0.171, + "content_similarity": 0.121, + "size_similarity": 0.152, "breadth_similarity": 0.333, - "concentration_similarity": 0.494, + "concentration_similarity": 0.611, "shared_filenames": [ - "src/transformers/modeling_gguf_pytorch_utils.py" + "src/transformers/core_model_loading.py" ], "shared_directories": [ "src/transformers", - "src" + "src", + "tests" ] } ] @@ -2095,7 +1649,7 @@ 46161 ], "representative_pr_number": 45627, - "average_similarity": 0.424, + "average_similarity": 0.426, "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.", "shared_filenames": [ "src/transformers/processing_utils.py", @@ -2114,7 +1668,7 @@ "left_pr_number": 41606, "right_pr_number": 44543, "similarity": 0.683, - "content_similarity": 0.659, + "content_similarity": 0.66, "size_similarity": 0.583, "breadth_similarity": 1.0, "concentration_similarity": 0.683, @@ -2131,8 +1685,8 @@ { "left_pr_number": 45627, "right_pr_number": 46161, - "similarity": 0.671, - "content_similarity": 0.585, + "similarity": 0.673, + "content_similarity": 0.588, "size_similarity": 0.747, "breadth_similarity": 1.0, "concentration_similarity": 0.985, @@ -2151,8 +1705,8 @@ { "left_pr_number": 42668, "right_pr_number": 45627, - "similarity": 0.657, - "content_similarity": 0.799, + "similarity": 0.658, + "content_similarity": 0.801, "size_similarity": 0.189, "breadth_similarity": 0.216, "concentration_similarity": 0.952, @@ -2171,8 +1725,8 @@ { "left_pr_number": 42668, "right_pr_number": 46161, - "similarity": 0.57, - "content_similarity": 0.662, + "similarity": 0.572, + "content_similarity": 0.665, "size_similarity": 0.253, "breadth_similarity": 0.216, "concentration_similarity": 0.937, @@ -2191,8 +1745,8 @@ { "left_pr_number": 41606, "right_pr_number": 45422, - "similarity": 0.499, - "content_similarity": 0.421, + "similarity": 0.5, + "content_similarity": 0.422, "size_similarity": 0.569, "breadth_similarity": 0.75, "concentration_similarity": 0.881, @@ -2209,8 +1763,8 @@ { "left_pr_number": 44543, "right_pr_number": 45422, - "similarity": 0.482, - "content_similarity": 0.453, + "similarity": 0.483, + "content_similarity": 0.454, "size_similarity": 0.331, "breadth_similarity": 0.75, "concentration_similarity": 0.802, @@ -2227,8 +1781,8 @@ { "left_pr_number": 44543, "right_pr_number": 46161, - "similarity": 0.38, - "content_similarity": 0.209, + "similarity": 0.386, + "content_similarity": 0.217, "size_similarity": 0.566, "breadth_similarity": 1.0, "concentration_similarity": 0.97, @@ -2244,8 +1798,8 @@ { "left_pr_number": 41606, "right_pr_number": 46161, - "similarity": 0.36, - "content_similarity": 0.113, + "similarity": 0.363, + "content_similarity": 0.117, "size_similarity": 0.971, "breadth_similarity": 1.0, "concentration_similarity": 0.712, @@ -2261,8 +1815,8 @@ { "left_pr_number": 44543, "right_pr_number": 45627, - "similarity": 0.352, - "content_similarity": 0.199, + "similarity": 0.357, + "content_similarity": 0.207, "size_similarity": 0.423, "breadth_similarity": 1.0, "concentration_similarity": 0.985, @@ -2278,8 +1832,8 @@ { "left_pr_number": 42668, "right_pr_number": 44543, - "similarity": 0.344, - "content_similarity": 0.295, + "similarity": 0.349, + "content_similarity": 0.303, "size_similarity": 0.446, "breadth_similarity": 0.216, "concentration_similarity": 0.967, @@ -2296,8 +1850,8 @@ { "left_pr_number": 41606, "right_pr_number": 45627, - "similarity": 0.318, - "content_similarity": 0.107, + "similarity": 0.322, + "content_similarity": 0.111, "size_similarity": 0.725, "breadth_similarity": 1.0, "concentration_similarity": 0.697, @@ -2313,8 +1867,8 @@ { "left_pr_number": 45422, "right_pr_number": 45627, - "similarity": 0.299, - "content_similarity": 0.094, + "similarity": 0.302, + "content_similarity": 0.098, "size_similarity": 0.784, "breadth_similarity": 0.75, "concentration_similarity": 0.816, @@ -2330,8 +1884,8 @@ { "left_pr_number": 45422, "right_pr_number": 46161, - "similarity": 0.274, - "content_similarity": 0.099, + "similarity": 0.276, + "content_similarity": 0.103, "size_similarity": 0.586, "breadth_similarity": 0.75, "concentration_similarity": 0.831, @@ -2347,8 +1901,8 @@ { "left_pr_number": 41606, "right_pr_number": 42668, - "similarity": 0.269, - "content_similarity": 0.252, + "similarity": 0.272, + "content_similarity": 0.256, "size_similarity": 0.26, "breadth_similarity": 0.216, "concentration_similarity": 0.649, @@ -2365,8 +1919,8 @@ { "left_pr_number": 42668, "right_pr_number": 45422, - "similarity": 0.197, - "content_similarity": 0.151, + "similarity": 0.199, + "content_similarity": 0.154, "size_similarity": 0.148, "breadth_similarity": 0.307, "concentration_similarity": 0.768, @@ -2422,7 +1976,7 @@ "left_pr_number": 41097, "right_pr_number": 43549, "similarity": 0.54, - "content_similarity": 0.429, + "content_similarity": 0.428, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2437,7 +1991,7 @@ { "left_pr_number": 43549, "right_pr_number": 46696, - "similarity": 0.511, + "similarity": 0.51, "content_similarity": 0.372, "size_similarity": 0.667, "breadth_similarity": 1.0, @@ -2485,8 +2039,8 @@ { "left_pr_number": 46013, "right_pr_number": 46696, - "similarity": 0.437, - "content_similarity": 0.324, + "similarity": 0.436, + "content_similarity": 0.323, "size_similarity": 0.4, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2502,7 +2056,7 @@ "left_pr_number": 41097, "right_pr_number": 46013, "similarity": 0.435, - "content_similarity": 0.373, + "content_similarity": 0.372, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2517,8 +2071,8 @@ { "left_pr_number": 43549, "right_pr_number": 44547, - "similarity": 0.424, - "content_similarity": 0.334, + "similarity": 0.423, + "content_similarity": 0.333, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2534,7 +2088,7 @@ "left_pr_number": 44547, "right_pr_number": 46696, "similarity": 0.395, - "content_similarity": 0.265, + "content_similarity": 0.264, "size_similarity": 0.4, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2550,7 +2104,7 @@ "left_pr_number": 41097, "right_pr_number": 44547, "similarity": 0.387, - "content_similarity": 0.305, + "content_similarity": 0.304, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2574,7 +2128,7 @@ 46850 ], "representative_pr_number": 45438, - "average_similarity": 0.446, + "average_similarity": 0.449, "summary": "5 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45438.", "shared_filenames": [ "src/transformers/models/gemma4/modular_gemma4.py", @@ -2598,8 +2152,8 @@ { "left_pr_number": 45294, "right_pr_number": 45438, - "similarity": 0.751, - "content_similarity": 0.769, + "similarity": 0.753, + "content_similarity": 0.772, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -2626,8 +2180,8 @@ { "left_pr_number": 45294, "right_pr_number": 45883, - "similarity": 0.543, - "content_similarity": 0.464, + "similarity": 0.548, + "content_similarity": 0.471, "size_similarity": 0.933, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -2645,8 +2199,8 @@ { "left_pr_number": 45438, "right_pr_number": 45883, - "similarity": 0.54, - "content_similarity": 0.576, + "similarity": 0.544, + "content_similarity": 0.581, "size_similarity": 0.392, "breadth_similarity": 0.325, "concentration_similarity": 0.92, @@ -2665,7 +2219,7 @@ "left_pr_number": 45438, "right_pr_number": 46850, "similarity": 0.483, - "content_similarity": 0.404, + "content_similarity": 0.405, "size_similarity": 0.691, "breadth_similarity": 0.757, "concentration_similarity": 0.414, @@ -2687,8 +2241,8 @@ { "left_pr_number": 46642, "right_pr_number": 46850, - "similarity": 0.414, - "content_similarity": 0.212, + "similarity": 0.417, + "content_similarity": 0.216, "size_similarity": 0.911, "breadth_similarity": 0.85, "concentration_similarity": 0.885, @@ -2710,8 +2264,8 @@ { "left_pr_number": 45438, "right_pr_number": 46642, - "similarity": 0.411, - "content_similarity": 0.294, + "similarity": 0.413, + "content_similarity": 0.297, "size_similarity": 0.759, "breadth_similarity": 0.65, "concentration_similarity": 0.529, @@ -2731,8 +2285,8 @@ { "left_pr_number": 45294, "right_pr_number": 46850, - "similarity": 0.396, - "content_similarity": 0.365, + "similarity": 0.397, + "content_similarity": 0.367, "size_similarity": 0.29, "breadth_similarity": 0.757, "concentration_similarity": 0.425, @@ -2754,8 +2308,8 @@ { "left_pr_number": 45294, "right_pr_number": 46642, - "similarity": 0.333, - "content_similarity": 0.276, + "similarity": 0.336, + "content_similarity": 0.28, "size_similarity": 0.318, "breadth_similarity": 0.65, "concentration_similarity": 0.54, @@ -2775,8 +2329,8 @@ { "left_pr_number": 45883, "right_pr_number": 46642, - "similarity": 0.301, - "content_similarity": 0.306, + "similarity": 0.303, + "content_similarity": 0.309, "size_similarity": 0.297, "breadth_similarity": 0.2, "concentration_similarity": 0.448, @@ -2794,8 +2348,8 @@ { "left_pr_number": 45883, "right_pr_number": 46850, - "similarity": 0.29, - "content_similarity": 0.298, + "similarity": 0.292, + "content_similarity": 0.301, "size_similarity": 0.271, "breadth_similarity": 0.243, "concentration_similarity": 0.333, @@ -2822,7 +2376,7 @@ 46863 ], "representative_pr_number": 46124, - "average_similarity": 0.384, + "average_similarity": 0.386, "summary": "5 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`, `src/transformers/generation/candidate_generator.py`; representative PR #46124.", "shared_filenames": [ "tests/generation/test_utils.py", @@ -2840,8 +2394,8 @@ { "left_pr_number": 46735, "right_pr_number": 46863, - "similarity": 0.556, - "content_similarity": 0.497, + "similarity": 0.557, + "content_similarity": 0.499, "size_similarity": 0.433, "breadth_similarity": 1.0, "concentration_similarity": 0.859, @@ -2860,8 +2414,8 @@ { "left_pr_number": 32189, "right_pr_number": 42655, - "similarity": 0.46, - "content_similarity": 0.495, + "similarity": 0.465, + "content_similarity": 0.502, "size_similarity": 0.231, "breadth_similarity": 0.5, "concentration_similarity": 0.568, @@ -2879,7 +2433,7 @@ "left_pr_number": 46124, "right_pr_number": 46863, "similarity": 0.45, - "content_similarity": 0.234, + "content_similarity": 0.233, "size_similarity": 0.929, "breadth_similarity": 1.0, "concentration_similarity": 0.942, @@ -2897,8 +2451,8 @@ { "left_pr_number": 42655, "right_pr_number": 46124, - "similarity": 0.403, - "content_similarity": 0.455, + "similarity": 0.407, + "content_similarity": 0.46, "size_similarity": 0.038, "breadth_similarity": 0.417, "concentration_similarity": 0.753, @@ -2917,8 +2471,8 @@ { "left_pr_number": 32189, "right_pr_number": 46124, - "similarity": 0.391, - "content_similarity": 0.346, + "similarity": 0.397, + "content_similarity": 0.355, "size_similarity": 0.165, "breadth_similarity": 0.833, "concentration_similarity": 0.815, @@ -2953,7 +2507,7 @@ { "left_pr_number": 42655, "right_pr_number": 46863, - "similarity": 0.357, + "similarity": 0.358, "content_similarity": 0.394, "size_similarity": 0.035, "breadth_similarity": 0.417, @@ -2973,8 +2527,8 @@ { "left_pr_number": 42655, "right_pr_number": 46735, - "similarity": 0.314, - "content_similarity": 0.312, + "similarity": 0.315, + "content_similarity": 0.313, "size_similarity": 0.082, "breadth_similarity": 0.417, "concentration_similarity": 0.837, @@ -2993,8 +2547,8 @@ { "left_pr_number": 32189, "right_pr_number": 46735, - "similarity": 0.29, - "content_similarity": 0.167, + "similarity": 0.293, + "content_similarity": 0.172, "size_similarity": 0.353, "breadth_similarity": 0.833, "concentration_similarity": 0.731, @@ -3010,8 +2564,8 @@ { "left_pr_number": 32189, "right_pr_number": 46863, - "similarity": 0.237, - "content_similarity": 0.124, + "similarity": 0.24, + "content_similarity": 0.128, "size_similarity": 0.153, "breadth_similarity": 0.833, "concentration_similarity": 0.872, @@ -3036,7 +2590,7 @@ 46831 ], "representative_pr_number": 46831, - "average_similarity": 0.362, + "average_similarity": 0.363, "summary": "5 open PRs share weighted file overlap around `src/transformers/models/qwen3_5/modeling_qwen3_5.py`, `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py`; representative PR #46831.", "shared_filenames": [ "src/transformers/models/qwen3_5/modeling_qwen3_5.py", @@ -3061,7 +2615,7 @@ "left_pr_number": 45513, "right_pr_number": 46831, "similarity": 0.487, - "content_similarity": 0.562, + "content_similarity": 0.563, "size_similarity": 0.043, "breadth_similarity": 0.464, "concentration_similarity": 0.812, @@ -3085,7 +2639,7 @@ "left_pr_number": 46817, "right_pr_number": 46831, "similarity": 0.484, - "content_similarity": 0.427, + "content_similarity": 0.426, "size_similarity": 0.4, "breadth_similarity": 0.792, "concentration_similarity": 0.933, @@ -3131,7 +2685,7 @@ "left_pr_number": 45707, "right_pr_number": 46831, "similarity": 0.38, - "content_similarity": 0.447, + "content_similarity": 0.448, "size_similarity": 0.133, "breadth_similarity": 0.267, "concentration_similarity": 0.4, @@ -3148,7 +2702,7 @@ { "left_pr_number": 46148, "right_pr_number": 46817, - "similarity": 0.378, + "similarity": 0.379, "content_similarity": 0.327, "size_similarity": 0.075, "breadth_similarity": 0.917, @@ -3174,7 +2728,7 @@ "left_pr_number": 45513, "right_pr_number": 46148, "similarity": 0.377, - "content_similarity": 0.355, + "content_similarity": 0.356, "size_similarity": 0.229, "breadth_similarity": 0.536, "concentration_similarity": 0.812, @@ -3199,7 +2753,7 @@ "left_pr_number": 45513, "right_pr_number": 46817, "similarity": 0.35, - "content_similarity": 0.35, + "content_similarity": 0.349, "size_similarity": 0.017, "breadth_similarity": 0.586, "concentration_similarity": 0.879, @@ -3243,7 +2797,7 @@ "left_pr_number": 45513, "right_pr_number": 45707, "similarity": 0.202, - "content_similarity": 0.254, + "content_similarity": 0.256, "size_similarity": 0.006, "breadth_similarity": 0.121, "concentration_similarity": 0.212, @@ -3260,8 +2814,8 @@ { "left_pr_number": 45707, "right_pr_number": 46148, - "similarity": 0.187, - "content_similarity": 0.201, + "similarity": 0.189, + "content_similarity": 0.204, "size_similarity": 0.025, "breadth_similarity": 0.225, "concentration_similarity": 0.4, @@ -3331,7 +2885,7 @@ { "left_pr_number": 42975, "right_pr_number": 45077, - "similarity": 0.659, + "similarity": 0.658, "content_similarity": 0.594, "size_similarity": 0.731, "breadth_similarity": 0.833, @@ -3357,7 +2911,7 @@ "left_pr_number": 42976, "right_pr_number": 46564, "similarity": 0.563, - "content_similarity": 0.537, + "content_similarity": 0.536, "size_similarity": 0.5, "breadth_similarity": 0.621, "concentration_similarity": 1.0, @@ -3453,7 +3007,7 @@ 45985 ], "representative_pr_number": 45985, - "average_similarity": 0.49, + "average_similarity": 0.497, "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", "shared_filenames": [ "src/transformers/generation/utils.py" @@ -3467,8 +3021,8 @@ { "left_pr_number": 34667, "right_pr_number": 45985, - "similarity": 0.583, - "content_similarity": 0.462, + "similarity": 0.59, + "content_similarity": 0.472, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3484,8 +3038,8 @@ { "left_pr_number": 39683, "right_pr_number": 45985, - "similarity": 0.582, - "content_similarity": 0.477, + "similarity": 0.589, + "content_similarity": 0.487, "size_similarity": 0.652, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3501,8 +3055,8 @@ { "left_pr_number": 34667, "right_pr_number": 39683, - "similarity": 0.511, - "content_similarity": 0.413, + "similarity": 0.518, + "content_similarity": 0.423, "size_similarity": 0.478, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3518,8 +3072,8 @@ { "left_pr_number": 44872, "right_pr_number": 45985, - "similarity": 0.443, - "content_similarity": 0.376, + "similarity": 0.45, + "content_similarity": 0.386, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3535,8 +3089,8 @@ { "left_pr_number": 34667, "right_pr_number": 44872, - "similarity": 0.419, - "content_similarity": 0.325, + "similarity": 0.425, + "content_similarity": 0.335, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3552,8 +3106,8 @@ { "left_pr_number": 39683, "right_pr_number": 44872, - "similarity": 0.405, - "content_similarity": 0.336, + "similarity": 0.411, + "content_similarity": 0.345, "size_similarity": 0.13, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3577,7 +3131,7 @@ 46816 ], "representative_pr_number": 46816, - "average_similarity": 0.479, + "average_similarity": 0.476, "summary": "4 open PRs share weighted file overlap around `src/transformers/models/auto/tokenization_auto.py`; representative PR #46816.", "shared_filenames": [ "src/transformers/models/auto/tokenization_auto.py" @@ -3592,8 +3146,8 @@ { "left_pr_number": 46580, "right_pr_number": 46816, - "similarity": 0.66, - "content_similarity": 0.659, + "similarity": 0.654, + "content_similarity": 0.651, "size_similarity": 0.321, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3610,8 +3164,8 @@ { "left_pr_number": 43911, "right_pr_number": 46816, - "similarity": 0.61, - "content_similarity": 0.633, + "similarity": 0.612, + "content_similarity": 0.636, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3628,8 +3182,8 @@ { "left_pr_number": 45293, "right_pr_number": 46580, - "similarity": 0.548, - "content_similarity": 0.505, + "similarity": 0.538, + "content_similarity": 0.491, "size_similarity": 0.714, "breadth_similarity": 0.5, "concentration_similarity": 0.75, @@ -3646,8 +3200,8 @@ { "left_pr_number": 45293, "right_pr_number": 46816, - "similarity": 0.494, - "content_similarity": 0.485, + "similarity": 0.486, + "content_similarity": 0.472, "size_similarity": 0.45, "breadth_similarity": 0.5, "concentration_similarity": 0.75, @@ -3664,8 +3218,8 @@ { "left_pr_number": 43911, "right_pr_number": 46580, - "similarity": 0.342, - "content_similarity": 0.267, + "similarity": 0.344, + "content_similarity": 0.27, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3683,7 +3237,7 @@ "left_pr_number": 43911, "right_pr_number": 45293, "similarity": 0.221, - "content_similarity": 0.18, + "content_similarity": 0.181, "size_similarity": 0.05, "breadth_similarity": 0.5, "concentration_similarity": 0.75, @@ -3849,8 +3403,8 @@ { "left_pr_number": 45682, "right_pr_number": 46442, - "similarity": 0.604, - "content_similarity": 0.67, + "similarity": 0.609, + "content_similarity": 0.677, "size_similarity": 0.435, "breadth_similarity": 0.31, "concentration_similarity": 0.773, @@ -3869,8 +3423,8 @@ { "left_pr_number": 45682, "right_pr_number": 46766, - "similarity": 0.467, - "content_similarity": 0.435, + "similarity": 0.468, + "content_similarity": 0.437, "size_similarity": 0.134, "breadth_similarity": 1.0, "concentration_similarity": 0.849, @@ -3890,7 +3444,7 @@ "left_pr_number": 45679, "right_pr_number": 46766, "similarity": 0.423, - "content_similarity": 0.439, + "content_similarity": 0.438, "size_similarity": 0.143, "breadth_similarity": 0.5, "concentration_similarity": 0.893, @@ -3905,8 +3459,8 @@ { "left_pr_number": 46442, "right_pr_number": 46766, - "similarity": 0.279, - "content_similarity": 0.276, + "similarity": 0.281, + "content_similarity": 0.279, "size_similarity": 0.058, "breadth_similarity": 0.31, "concentration_similarity": 0.924, @@ -3925,8 +3479,8 @@ { "left_pr_number": 45679, "right_pr_number": 45682, - "similarity": 0.271, - "content_similarity": 0.259, + "similarity": 0.269, + "content_similarity": 0.256, "size_similarity": 0.019, "breadth_similarity": 0.5, "concentration_similarity": 0.742, @@ -3941,8 +3495,8 @@ { "left_pr_number": 45679, "right_pr_number": 46442, - "similarity": 0.156, - "content_similarity": 0.13, + "similarity": 0.154, + "content_similarity": 0.126, "size_similarity": 0.008, "breadth_similarity": 0.155, "concentration_similarity": 0.969, @@ -4044,7 +3598,7 @@ 46780 ], "representative_pr_number": 46780, - "average_similarity": 0.721, + "average_similarity": 0.722, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #46780.", "shared_filenames": [ "src/transformers/models/vit_mae/modeling_vit_mae.py", @@ -4052,17 +3606,17 @@ "src/transformers/models/aimv2/modeling_aimv2.py", "src/transformers/models/deimv2/modeling_deimv2.py", "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py", - "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py", "src/transformers/models/d_fine/modeling_d_fine.py", + "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py", "src/transformers/models/rt_detr/modeling_rt_detr.py" ], "shared_directories": [ "src/transformers/models/vit_mae", - "src/transformers/models/aimv2", "src/transformers/models/deimv2", + "src/transformers/models/aimv2", "src/transformers/models/pp_doclayout_v3", - "src/transformers/models/pp_doclayout_v2", "src/transformers/models/d_fine", + "src/transformers/models/pp_doclayout_v2", "src/transformers/models/rt_detr_v2", "src/transformers/models/rt_detr" ], @@ -4102,8 +3656,8 @@ { "left_pr_number": 45932, "right_pr_number": 46780, - "similarity": 0.607, - "content_similarity": 0.635, + "similarity": 0.609, + "content_similarity": 0.638, "size_similarity": 0.322, "breadth_similarity": 0.679, "concentration_similarity": 0.916, @@ -4134,8 +3688,8 @@ { "left_pr_number": 45932, "right_pr_number": 46174, - "similarity": 0.591, - "content_similarity": 0.629, + "similarity": 0.593, + "content_similarity": 0.632, "size_similarity": 0.248, "breadth_similarity": 0.679, "concentration_similarity": 0.916, @@ -4257,7 +3811,7 @@ "left_pr_number": 44059, "right_pr_number": 44676, "similarity": 0.678, - "content_similarity": 0.742, + "content_similarity": 0.741, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4275,7 +3829,7 @@ "left_pr_number": 44015, "right_pr_number": 44059, "similarity": 0.611, - "content_similarity": 0.675, + "content_similarity": 0.674, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -4293,7 +3847,7 @@ "left_pr_number": 44015, "right_pr_number": 44676, "similarity": 0.412, - "content_similarity": 0.5, + "content_similarity": 0.499, "size_similarity": 0.034, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -4370,8 +3924,8 @@ { "left_pr_number": 43997, "right_pr_number": 44019, - "similarity": 0.276, - "content_similarity": 0.025, + "similarity": 0.275, + "content_similarity": 0.024, "size_similarity": 0.722, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4409,9 +3963,9 @@ "src/transformers/models/unispeech_sat", "src/transformers/models/wavlm", "src/transformers/models/data2vec", + "src/transformers/models/hubert", "src/transformers/models/wav2vec2", "src/transformers/models/wav2vec2_conformer", - "src/transformers/models/hubert", "src/transformers/models/sew_d" ], "pairwise": [ @@ -4516,86 +4070,6 @@ } ] }, - { - "cluster_id": "pr-scope-44940-3", - "pr_numbers": [ - 44940, - 46207, - 46849 - ], - "representative_pr_number": 46207, - "average_similarity": 0.49, - "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46207.", - "shared_filenames": [ - "tests/utils/test_modeling_utils.py", - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "tests/utils", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44940, - "right_pr_number": 46207, - "similarity": 0.54, - "content_similarity": 0.451, - "size_similarity": 0.662, - "breadth_similarity": 0.833, - "concentration_similarity": 0.839, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 46207, - "right_pr_number": 46849, - "similarity": 0.467, - "content_similarity": 0.434, - "size_similarity": 0.398, - "breadth_similarity": 0.667, - "concentration_similarity": 0.73, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 44940, - "right_pr_number": 46849, - "similarity": 0.464, - "content_similarity": 0.423, - "size_similarity": 0.264, - "breadth_similarity": 0.833, - "concentration_similarity": 0.892, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-43656-3", "pr_numbers": [ @@ -4604,7 +4078,7 @@ 44682 ], "representative_pr_number": 43656, - "average_similarity": 0.473, + "average_similarity": 0.474, "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.", "shared_filenames": [ "src/transformers/cli/serve.py" @@ -4618,8 +4092,8 @@ { "left_pr_number": 43656, "right_pr_number": 43842, - "similarity": 0.577, - "content_similarity": 0.563, + "similarity": 0.579, + "content_similarity": 0.565, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4635,8 +4109,8 @@ { "left_pr_number": 43656, "right_pr_number": 44682, - "similarity": 0.437, - "content_similarity": 0.485, + "similarity": 0.438, + "content_similarity": 0.487, "size_similarity": 0.048, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -4652,8 +4126,8 @@ { "left_pr_number": 43842, "right_pr_number": 44682, - "similarity": 0.403, - "content_similarity": 0.445, + "similarity": 0.404, + "content_similarity": 0.447, "size_similarity": 0.011, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -4676,7 +4150,7 @@ 46734 ], "representative_pr_number": 34925, - "average_similarity": 0.468, + "average_similarity": 0.466, "summary": "3 open PRs share weighted file overlap around `tests/trainer/test_trainer.py`, `src/transformers/trainer.py`; representative PR #34925.", "shared_filenames": [ "tests/trainer/test_trainer.py", @@ -4692,8 +4166,8 @@ { "left_pr_number": 34925, "right_pr_number": 45917, - "similarity": 0.496, - "content_similarity": 0.426, + "similarity": 0.493, + "content_similarity": 0.422, "size_similarity": 0.39, "breadth_similarity": 1.0, "concentration_similarity": 0.78, @@ -4710,8 +4184,8 @@ { "left_pr_number": 34925, "right_pr_number": 46734, - "similarity": 0.463, - "content_similarity": 0.445, + "similarity": 0.462, + "content_similarity": 0.443, "size_similarity": 0.158, "breadth_similarity": 0.833, "concentration_similarity": 0.89, @@ -4729,8 +4203,8 @@ { "left_pr_number": 45917, "right_pr_number": 46734, - "similarity": 0.445, - "content_similarity": 0.382, + "similarity": 0.444, + "content_similarity": 0.38, "size_similarity": 0.404, "breadth_similarity": 0.833, "concentration_similarity": 0.67, @@ -4754,7 +4228,7 @@ 45655 ], "representative_pr_number": 45649, - "average_similarity": 0.458, + "average_similarity": 0.461, "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", "shared_filenames": [ "src/transformers/modeling_utils.py" @@ -4767,8 +4241,8 @@ { "left_pr_number": 45649, "right_pr_number": 45655, - "similarity": 0.51, - "content_similarity": 0.347, + "similarity": 0.513, + "content_similarity": 0.351, "size_similarity": 0.778, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4783,8 +4257,8 @@ { "left_pr_number": 45548, "right_pr_number": 45649, - "similarity": 0.509, - "content_similarity": 0.516, + "similarity": 0.511, + "content_similarity": 0.52, "size_similarity": 0.149, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -4799,8 +4273,8 @@ { "left_pr_number": 45548, "right_pr_number": 45655, - "similarity": 0.357, - "content_similarity": 0.29, + "similarity": 0.359, + "content_similarity": 0.293, "size_similarity": 0.191, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -4864,7 +4338,7 @@ { "left_pr_number": 45709, "right_pr_number": 45742, - "similarity": 0.501, + "similarity": 0.5, "content_similarity": 0.377, "size_similarity": 0.782, "breadth_similarity": 0.833, @@ -4948,19 +4422,99 @@ ] }, { - "left_pr_number": 44606, - "right_pr_number": 45317, - "similarity": 0.351, - "content_similarity": 0.16, - "size_similarity": 1.0, - "breadth_similarity": 0.5, - "concentration_similarity": 0.778, + "left_pr_number": 44606, + "right_pr_number": 45317, + "similarity": 0.351, + "content_similarity": 0.16, + "size_similarity": 1.0, + "breadth_similarity": 0.5, + "concentration_similarity": 0.778, + "shared_filenames": [ + "src/transformers/tokenization_utils_tokenizers.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-44889-3", + "pr_numbers": [ + 44889, + 44981, + 46775 + ], + "representative_pr_number": 44889, + "average_similarity": 0.383, + "summary": "3 open PRs share weighted file overlap around `src/transformers/trainer.py`, `tests/trainer/distributed/test_trainer_distributed_deepspeed.py`; representative PR #44889.", + "shared_filenames": [ + "src/transformers/trainer.py", + "tests/trainer/distributed/test_trainer_distributed_deepspeed.py" + ], + "shared_directories": [ + "tests/trainer", + "src/transformers", + "tests", + "src", + "tests/trainer/distributed" + ], + "pairwise": [ + { + "left_pr_number": 44889, + "right_pr_number": 46775, + "similarity": 0.455, + "content_similarity": 0.332, + "size_similarity": 0.877, + "breadth_similarity": 0.458, + "concentration_similarity": 0.9, + "shared_filenames": [ + "src/transformers/trainer.py", + "tests/trainer/distributed/test_trainer_distributed_deepspeed.py" + ], + "shared_directories": [ + "tests/trainer/distributed", + "src/transformers", + "tests/trainer", + "src", + "tests" + ] + }, + { + "left_pr_number": 44889, + "right_pr_number": 44981, + "similarity": 0.394, + "content_similarity": 0.15, + "size_similarity": 0.991, + "breadth_similarity": 1.0, + "concentration_similarity": 0.812, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "tests/trainer", + "src", + "tests" + ] + }, + { + "left_pr_number": 44981, + "right_pr_number": 46775, + "similarity": 0.3, + "content_similarity": 0.123, + "size_similarity": 0.885, + "breadth_similarity": 0.458, + "concentration_similarity": 0.712, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/trainer", + "src", + "tests" ] } ] @@ -4973,7 +4527,7 @@ 44550 ], "representative_pr_number": 44550, - "average_similarity": 0.366, + "average_similarity": 0.368, "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", "shared_filenames": [], "shared_directories": [ @@ -4986,8 +4540,8 @@ { "left_pr_number": 33686, "right_pr_number": 44550, - "similarity": 0.389, - "content_similarity": 0.127, + "similarity": 0.391, + "content_similarity": 0.13, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5002,8 +4556,8 @@ { "left_pr_number": 44407, "right_pr_number": 44550, - "similarity": 0.359, - "content_similarity": 0.094, + "similarity": 0.361, + "content_similarity": 0.096, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5017,8 +4571,8 @@ { "left_pr_number": 33686, "right_pr_number": 44407, - "similarity": 0.35, - "content_similarity": 0.081, + "similarity": 0.352, + "content_similarity": 0.083, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5141,7 +4695,7 @@ "left_pr_number": 45639, "right_pr_number": 45645, "similarity": 0.883, - "content_similarity": 0.893, + "content_similarity": 0.894, "size_similarity": 0.918, "breadth_similarity": 0.75, "concentration_similarity": 0.898, @@ -5160,71 +4714,6 @@ } ] }, - { - "cluster_id": "pr-scope-45847-2", - "pr_numbers": [ - 45847, - 46267 - ], - "representative_pr_number": 45847, - "average_similarity": 0.861, - "summary": "2 open PRs share weighted file overlap around `docs/source/en/chat_response_parsing.md`, `src/transformers/models/gemma4/convert_gemma4_weights.py`, `src/transformers/pipelines/any_to_any.py`; representative PR #45847.", - "shared_filenames": [ - "docs/source/en/chat_response_parsing.md", - "src/transformers/models/gemma4/convert_gemma4_weights.py", - "src/transformers/pipelines/any_to_any.py", - "src/transformers/pipelines/image_text_to_text.py", - "src/transformers/pipelines/text_generation.py", - "src/transformers/utils/chat_parsing/__init__.py", - "src/transformers/utils/chat_parsing/content_parsers.py", - "src/transformers/utils/chat_parsing/response_parser.py" - ], - "shared_directories": [ - "src/transformers/utils/chat_parsing", - "src/transformers/cli/serving", - "src/transformers/models/gemma4", - "src/transformers/pipelines", - "src/transformers/cli", - "src/transformers/utils", - "docs/source/en", - "src/transformers/models" - ], - "pairwise": [ - { - "left_pr_number": 45847, - "right_pr_number": 46267, - "similarity": 0.861, - "content_similarity": 0.848, - "size_similarity": 0.863, - "breadth_similarity": 0.925, - "concentration_similarity": 0.902, - "shared_filenames": [ - "docs/source/en/chat_response_parsing.md", - "setup.py", - "src/transformers/cli/serving/utils.py", - "src/transformers/dependency_versions_table.py", - "src/transformers/models/gemma4/convert_gemma4_weights.py", - "src/transformers/pipelines/any_to_any.py", - "src/transformers/pipelines/image_text_to_text.py", - "src/transformers/pipelines/text_generation.py", - "src/transformers/processing_utils.py", - "src/transformers/tokenization_utils_base.py" - ], - "shared_directories": [ - "src/transformers/cli/serving", - "src/transformers/models/gemma4", - "src/transformers/utils/chat_parsing", - "docs/source/en", - "src/transformers/cli", - "src/transformers/models", - "src/transformers/pipelines", - "src/transformers/utils", - "docs/source", - "src/transformers" - ] - } - ] - }, { "cluster_id": "pr-scope-44438-2", "pr_numbers": [ @@ -5348,7 +4837,7 @@ 45607 ], "representative_pr_number": 45606, - "average_similarity": 0.774, + "average_similarity": 0.77, "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.", "shared_filenames": [ "tests/models/gemma4/test_modeling_gemma4.py" @@ -5362,8 +4851,8 @@ { "left_pr_number": 45606, "right_pr_number": 45607, - "similarity": 0.774, - "content_similarity": 0.824, + "similarity": 0.77, + "content_similarity": 0.819, "size_similarity": 0.778, "breadth_similarity": 0.417, "concentration_similarity": 0.778, @@ -5435,7 +4924,7 @@ "left_pr_number": 41901, "right_pr_number": 45523, "similarity": 0.718, - "content_similarity": 0.777, + "content_similarity": 0.778, "size_similarity": 0.158, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5576,7 +5065,7 @@ "left_pr_number": 43747, "right_pr_number": 45480, "similarity": 0.674, - "content_similarity": 0.624, + "content_similarity": 0.625, "size_similarity": 0.664, "breadth_similarity": 1.0, "concentration_similarity": 0.751, @@ -5625,7 +5114,7 @@ "left_pr_number": 41992, "right_pr_number": 46738, "similarity": 0.67, - "content_similarity": 0.696, + "content_similarity": 0.697, "size_similarity": 0.544, "breadth_similarity": 0.619, "concentration_similarity": 0.781, @@ -5693,43 +5182,6 @@ } ] }, - { - "cluster_id": "pr-scope-44659-2", - "pr_numbers": [ - 44659, - 46705 - ], - "representative_pr_number": 44659, - "average_similarity": 0.657, - "summary": "2 open PRs share weighted file overlap around `src/transformers/distributed/configuration_utils.py`; representative PR #44659.", - "shared_filenames": [ - "src/transformers/distributed/configuration_utils.py" - ], - "shared_directories": [ - "src/transformers/distributed", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44659, - "right_pr_number": 46705, - "similarity": 0.657, - "content_similarity": 0.819, - "size_similarity": 0.024, - "breadth_similarity": 0.375, - "concentration_similarity": 0.85, - "shared_filenames": [ - "src/transformers/distributed/configuration_utils.py" - ], - "shared_directories": [ - "src/transformers/distributed", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-43875-2", "pr_numbers": [ @@ -5737,7 +5189,7 @@ 46781 ], "representative_pr_number": 43875, - "average_similarity": 0.633, + "average_similarity": 0.634, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_cache_utils.py`, `src/transformers/cache_utils.py`; representative PR #43875.", "shared_filenames": [ "tests/utils/test_cache_utils.py", @@ -5753,8 +5205,8 @@ { "left_pr_number": 43875, "right_pr_number": 46781, - "similarity": 0.633, - "content_similarity": 0.531, + "similarity": 0.634, + "content_similarity": 0.532, "size_similarity": 0.756, "breadth_similarity": 1.0, "concentration_similarity": 0.971, @@ -5778,7 +5230,7 @@ 46279 ], "representative_pr_number": 43654, - "average_similarity": 0.629, + "average_similarity": 0.628, "summary": "2 open PRs share weighted file overlap around `tests/tokenization/test_tokenization_utils.py`; representative PR #43654.", "shared_filenames": [ "tests/tokenization/test_tokenization_utils.py" @@ -5793,8 +5245,8 @@ { "left_pr_number": 43654, "right_pr_number": 46279, - "similarity": 0.629, - "content_similarity": 0.487, + "similarity": 0.628, + "content_similarity": 0.486, "size_similarity": 0.966, "breadth_similarity": 1.0, "concentration_similarity": 0.867, @@ -5843,7 +5295,7 @@ "left_pr_number": 45332, "right_pr_number": 45333, "similarity": 0.609, - "content_similarity": 0.645, + "content_similarity": 0.646, "size_similarity": 0.341, "breadth_similarity": 0.594, "concentration_similarity": 0.932, @@ -5870,45 +5322,6 @@ } ] }, - { - "cluster_id": "pr-scope-45638-2", - "pr_numbers": [ - 45638, - 46229 - ], - "representative_pr_number": 45638, - "average_similarity": 0.574, - "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/mtp.py`; representative PR #45638.", - "shared_filenames": [ - "src/transformers/generation/mtp.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers/models", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45638, - "right_pr_number": 46229, - "similarity": 0.574, - "content_similarity": 0.584, - "size_similarity": 0.612, - "breadth_similarity": 0.396, - "concentration_similarity": 0.67, - "shared_filenames": [ - "src/transformers/generation/mtp.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers/models", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-44228-2", "pr_numbers": [ @@ -5916,7 +5329,7 @@ 46324 ], "representative_pr_number": 44228, - "average_similarity": 0.557, + "average_similarity": 0.558, "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.", "shared_filenames": [ "src/transformers/quantizers/quantizers_utils.py", @@ -5931,8 +5344,8 @@ { "left_pr_number": 44228, "right_pr_number": 46324, - "similarity": 0.557, - "content_similarity": 0.591, + "similarity": 0.558, + "content_similarity": 0.592, "size_similarity": 0.259, "breadth_similarity": 0.583, "concentration_similarity": 0.926, @@ -5987,6 +5400,47 @@ } ] }, + { + "cluster_id": "pr-scope-44940-2", + "pr_numbers": [ + 44940, + 46207 + ], + "representative_pr_number": 44940, + "average_similarity": 0.549, + "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.", + "shared_filenames": [ + "tests/utils/test_modeling_utils.py", + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "tests/utils", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 44940, + "right_pr_number": 46207, + "similarity": 0.549, + "content_similarity": 0.463, + "size_similarity": 0.662, + "breadth_similarity": 0.833, + "concentration_similarity": 0.839, + "shared_filenames": [ + "src/transformers/modeling_utils.py", + "tests/utils/test_modeling_utils.py" + ], + "shared_directories": [ + "src/transformers", + "tests/utils", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-45541-2", "pr_numbers": [ @@ -5994,7 +5448,7 @@ 46177 ], "representative_pr_number": 45541, - "average_similarity": 0.526, + "average_similarity": 0.528, "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.", "shared_filenames": [ "src/transformers/tokenization_utils_base.py" @@ -6007,8 +5461,8 @@ { "left_pr_number": 45541, "right_pr_number": 46177, - "similarity": 0.526, - "content_similarity": 0.426, + "similarity": 0.528, + "content_similarity": 0.429, "size_similarity": 0.519, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -6029,7 +5483,7 @@ 45128 ], "representative_pr_number": 45056, - "average_similarity": 0.512, + "average_similarity": 0.509, "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" @@ -6043,8 +5497,8 @@ { "left_pr_number": 45056, "right_pr_number": 45128, - "similarity": 0.512, - "content_similarity": 0.412, + "similarity": 0.509, + "content_similarity": 0.407, "size_similarity": 0.669, "breadth_similarity": 0.875, "concentration_similarity": 0.724, @@ -6066,7 +5520,7 @@ 46128 ], "representative_pr_number": 45110, - "average_similarity": 0.501, + "average_similarity": 0.5, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/sam3_1_video/__init__.py`, `src/transformers/models/sam3_1_video/configuration_sam3_1_video.py`, `src/transformers/models/sam3_1_video/convert_sam3_1_video_to_hf.py`; representative PR #45110.", "shared_filenames": [ "src/transformers/models/sam3_1_video/__init__.py", @@ -6091,8 +5545,8 @@ { "left_pr_number": 45110, "right_pr_number": 46128, - "similarity": 0.501, - "content_similarity": 0.439, + "similarity": 0.5, + "content_similarity": 0.438, "size_similarity": 0.443, "breadth_similarity": 0.84, "concentration_similarity": 0.86, @@ -6148,7 +5602,7 @@ "left_pr_number": 43532, "right_pr_number": 43649, "similarity": 0.494, - "content_similarity": 0.433, + "content_similarity": 0.432, "size_similarity": 0.395, "breadth_similarity": 0.875, "concentration_similarity": 0.893, @@ -6211,7 +5665,7 @@ 46546 ], "representative_pr_number": 46310, - "average_similarity": 0.49, + "average_similarity": 0.489, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py`, `src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py`; representative PR #46310.", "shared_filenames": [ "src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py", @@ -6227,8 +5681,8 @@ { "left_pr_number": 46310, "right_pr_number": 46546, - "similarity": 0.49, - "content_similarity": 0.538, + "similarity": 0.489, + "content_similarity": 0.537, "size_similarity": 0.286, "breadth_similarity": 0.417, "concentration_similarity": 0.571, @@ -6294,6 +5748,43 @@ } ] }, + { + "cluster_id": "pr-scope-46113-2", + "pr_numbers": [ + 46113, + 46126 + ], + "representative_pr_number": 46113, + "average_similarity": 0.468, + "summary": "2 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`; representative PR #46113.", + "shared_filenames": [ + "src/transformers/distributed/utils.py" + ], + "shared_directories": [ + "src/transformers/distributed", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46113, + "right_pr_number": 46126, + "similarity": 0.468, + "content_similarity": 0.52, + "size_similarity": 0.302, + "breadth_similarity": 0.292, + "concentration_similarity": 0.603, + "shared_filenames": [ + "src/transformers/distributed/utils.py" + ], + "shared_directories": [ + "src/transformers/distributed", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-46404-2", "pr_numbers": [ @@ -6301,7 +5792,7 @@ 46556 ], "representative_pr_number": 46404, - "average_similarity": 0.474, + "average_similarity": 0.467, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modular_deepseek_vl.py`, `src/transformers/models/emu3/processing_emu3.py`, `src/transformers/models/florence2/processing_florence2.py`; representative PR #46404.", "shared_filenames": [ "src/transformers/models/deepseek_vl/modular_deepseek_vl.py", @@ -6327,11 +5818,11 @@ { "left_pr_number": 46404, "right_pr_number": 46556, - "similarity": 0.474, - "content_similarity": 0.483, - "size_similarity": 0.305, - "breadth_similarity": 0.468, - "concentration_similarity": 0.862, + "similarity": 0.467, + "content_similarity": 0.476, + "size_similarity": 0.298, + "breadth_similarity": 0.46, + "concentration_similarity": 0.86, "shared_filenames": [ "src/transformers/models/cohere2_vision/processing_cohere2_vision.py", "src/transformers/models/colqwen2/modular_colqwen2.py", @@ -6359,43 +5850,6 @@ } ] }, - { - "cluster_id": "pr-scope-46113-2", - "pr_numbers": [ - 46113, - 46126 - ], - "representative_pr_number": 46113, - "average_similarity": 0.467, - "summary": "2 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`; representative PR #46113.", - "shared_filenames": [ - "src/transformers/distributed/utils.py" - ], - "shared_directories": [ - "src/transformers/distributed", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46113, - "right_pr_number": 46126, - "similarity": 0.467, - "content_similarity": 0.518, - "size_similarity": 0.302, - "breadth_similarity": 0.292, - "concentration_similarity": 0.603, - "shared_filenames": [ - "src/transformers/distributed/utils.py" - ], - "shared_directories": [ - "src/transformers/distributed", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-40755-2", "pr_numbers": [ @@ -6403,7 +5857,7 @@ 45233 ], "representative_pr_number": 40755, - "average_similarity": 0.465, + "average_similarity": 0.466, "summary": "2 open PRs share weighted file overlap around `tests/models/timesfm/test_modeling_timesfm.py`, `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`; representative PR #40755.", "shared_filenames": [ "tests/models/timesfm/test_modeling_timesfm.py", @@ -6423,8 +5877,8 @@ { "left_pr_number": 40755, "right_pr_number": 45233, - "similarity": 0.465, - "content_similarity": 0.428, + "similarity": 0.466, + "content_similarity": 0.43, "size_similarity": 0.266, "breadth_similarity": 0.792, "concentration_similarity": 0.928, @@ -6473,13 +5927,52 @@ "breadth_similarity": 1.0, "concentration_similarity": 0.758, "shared_filenames": [ - "src/transformers/tokenization_mistral_common.py", - "tests/test_tokenization_mistral_common.py" + "src/transformers/tokenization_mistral_common.py", + "tests/test_tokenization_mistral_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-46127-2", + "pr_numbers": [ + 46127, + 46257 + ], + "representative_pr_number": 46127, + "average_similarity": 0.45, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.", + "shared_filenames": [ + "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py" + ], + "shared_directories": [ + "src/transformers/models/deepseek_v4", + "src/transformers/models", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46127, + "right_pr_number": 46257, + "similarity": 0.45, + "content_similarity": 0.453, + "size_similarity": 0.053, + "breadth_similarity": 0.75, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py" ], "shared_directories": [ + "src/transformers/models/deepseek_v4", + "src/transformers/models", "src/transformers", - "src", - "tests" + "src" ] } ] @@ -6509,7 +6002,7 @@ "left_pr_number": 44680, "right_pr_number": 45666, "similarity": 0.449, - "content_similarity": 0.527, + "content_similarity": 0.528, "size_similarity": 0.042, "breadth_similarity": 0.417, "concentration_similarity": 0.632, @@ -6567,39 +6060,59 @@ ] }, { - "cluster_id": "pr-scope-46127-2", + "cluster_id": "pr-scope-41356-2", "pr_numbers": [ - 46127, - 46257 + 41356, + 44339 ], - "representative_pr_number": 46127, - "average_similarity": 0.443, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.", + "representative_pr_number": 41356, + "average_similarity": 0.432, + "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": [ - "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py" + "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/deepseek_v4", + "src/transformers/models/deimv2", + "docs/source/en/model_doc", + "tests/models/deimv2", + "docs/source/en", "src/transformers/models", - "src/transformers", - "src" + "docs/source", + "tests/models", + "src/transformers" ], "pairwise": [ { - "left_pr_number": 46127, - "right_pr_number": 46257, - "similarity": 0.443, - "content_similarity": 0.444, - "size_similarity": 0.053, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, + "left_pr_number": 41356, + "right_pr_number": 44339, + "similarity": 0.432, + "content_similarity": 0.467, + "size_similarity": 0.081, + "breadth_similarity": 0.444, + "concentration_similarity": 0.974, "shared_filenames": [ - "src/transformers/models/deepseek_v4/modeling_deepseek_v4.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/modeling_deimv2.py", + "tests/models/deimv2/__init__.py", + "tests/models/deimv2/test_modeling_deimv2.py" ], "shared_directories": [ - "src/transformers/models/deepseek_v4", + "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" ] } @@ -6612,7 +6125,7 @@ 46526 ], "representative_pr_number": 41458, - "average_similarity": 0.432, + "average_similarity": 0.429, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/granitemoe/modular_granitemoe.py`, `src/transformers/models/granitemoe/modeling_granitemoe.py`, `src/transformers/models/granitemoeshared/modeling_granitemoeshared.py`; representative PR #41458.", "shared_filenames": [ "src/transformers/models/granitemoe/modular_granitemoe.py", @@ -6632,8 +6145,8 @@ { "left_pr_number": 41458, "right_pr_number": 46526, - "similarity": 0.432, - "content_similarity": 0.469, + "similarity": 0.429, + "content_similarity": 0.465, "size_similarity": 0.024, "breadth_similarity": 0.646, "concentration_similarity": 0.717, @@ -6654,112 +6167,6 @@ } ] }, - { - "cluster_id": "pr-scope-46754-2", - "pr_numbers": [ - 46754, - 46771 - ], - "representative_pr_number": 46754, - "average_similarity": 0.428, - "summary": "2 open PRs share weighted file overlap around `docs/source/en/kernel_doc/loading_kernels.md`, `src/transformers/integrations/hub_kernels.py`; representative PR #46754.", - "shared_filenames": [ - "docs/source/en/kernel_doc/loading_kernels.md", - "src/transformers/integrations/hub_kernels.py" - ], - "shared_directories": [ - "docs/source/en/kernel_doc", - "src/transformers/integrations", - "docs/source/en", - "docs/source", - "src/transformers", - "docs", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46754, - "right_pr_number": 46771, - "similarity": 0.428, - "content_similarity": 0.265, - "size_similarity": 0.75, - "breadth_similarity": 1.0, - "concentration_similarity": 0.603, - "shared_filenames": [ - "docs/source/en/kernel_doc/loading_kernels.md", - "src/transformers/integrations/hub_kernels.py" - ], - "shared_directories": [ - "docs/source/en/kernel_doc", - "docs/source/en", - "src/transformers/integrations", - "docs/source", - "src/transformers", - "docs", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-41356-2", - "pr_numbers": [ - 41356, - 44339 - ], - "representative_pr_number": 41356, - "average_similarity": 0.427, - "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", - "src/transformers" - ], - "pairwise": [ - { - "left_pr_number": 41356, - "right_pr_number": 44339, - "similarity": 0.427, - "content_similarity": 0.46, - "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-42112-2", "pr_numbers": [ @@ -6877,7 +6284,7 @@ 46341 ], "representative_pr_number": 45936, - "average_similarity": 0.406, + "average_similarity": 0.412, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/albert/tokenization_albert.py`, `src/transformers/models/rembert/tokenization_rembert.py`, `tools/tokenizer_compare/compare_tokenizer_xlni_roundtrip.py`; representative PR #45936.", "shared_filenames": [ "src/transformers/models/albert/tokenization_albert.py", @@ -6899,11 +6306,11 @@ { "left_pr_number": 45936, "right_pr_number": 46341, - "similarity": 0.406, + "similarity": 0.412, "content_similarity": 0.407, "size_similarity": 0.036, - "breadth_similarity": 0.709, - "concentration_similarity": 0.898, + "breadth_similarity": 0.771, + "concentration_similarity": 0.892, "shared_filenames": [ "src/transformers/models/albert/tokenization_albert.py", "src/transformers/models/camembert/tokenization_camembert.py", @@ -6959,7 +6366,7 @@ "left_pr_number": 43446, "right_pr_number": 45783, "similarity": 0.401, - "content_similarity": 0.377, + "content_similarity": 0.378, "size_similarity": 0.344, "breadth_similarity": 0.4, "concentration_similarity": 0.909, @@ -6990,45 +6397,6 @@ } ] }, - { - "cluster_id": "pr-scope-44889-2", - "pr_numbers": [ - 44889, - 44981 - ], - "representative_pr_number": 44889, - "average_similarity": 0.392, - "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.", - "shared_filenames": [ - "src/transformers/trainer.py" - ], - "shared_directories": [ - "tests/trainer", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44889, - "right_pr_number": 44981, - "similarity": 0.392, - "content_similarity": 0.147, - "size_similarity": 0.991, - "breadth_similarity": 1.0, - "concentration_similarity": 0.812, - "shared_filenames": [ - "src/transformers/trainer.py" - ], - "shared_directories": [ - "src/transformers", - "tests/trainer", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-44642-2", "pr_numbers": [ @@ -7097,6 +6465,39 @@ } ] }, + { + "cluster_id": "pr-scope-43826-2", + "pr_numbers": [ + 43826, + 46870 + ], + "representative_pr_number": 43826, + "average_similarity": 0.359, + "summary": "2 open PRs cluster in `src/transformers/pipelines`, `src/transformers`, `src` with similar change breadth; representative PR #43826.", + "shared_filenames": [], + "shared_directories": [ + "src/transformers/pipelines", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 43826, + "right_pr_number": 46870, + "similarity": 0.359, + "content_similarity": 0.084, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + "src/transformers/pipelines", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-45975-2", "pr_numbers": [ @@ -7137,6 +6538,39 @@ ] } ] + }, + { + "cluster_id": "pr-scope-45851-2", + "pr_numbers": [ + 45851, + 46357 + ], + "representative_pr_number": 45851, + "average_similarity": 0.341, + "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #45851.", + "shared_filenames": [], + "shared_directories": [ + "docs/source/en", + "docs/source", + "docs" + ], + "pairwise": [ + { + "left_pr_number": 45851, + "right_pr_number": 46357, + "similarity": 0.341, + "content_similarity": 0.11, + "size_similarity": 0.761, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + "docs/source/en", + "docs/source", + "docs" + ] + } + ] } ] }