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": "20260703T120023Z", - "generated_at": "2026-07-03T12:01:43Z", - "cluster_count": 84, + "snapshot_id": "20260703T180022Z", + "generated_at": "2026-07-03T18:01:53Z", + "cluster_count": 79, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-10", @@ -48,7 +48,7 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.627, + "similarity": 0.626, "content_similarity": 0.466, "size_similarity": 1.0, "breadth_similarity": 1.0, @@ -97,7 +97,7 @@ "left_pr_number": 43663, "right_pr_number": 44123, "similarity": 0.501, - "content_similarity": 0.405, + "content_similarity": 0.404, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -112,7 +112,7 @@ { "left_pr_number": 44257, "right_pr_number": 44660, - "similarity": 0.483, + "similarity": 0.482, "content_similarity": 0.261, "size_similarity": 1.0, "breadth_similarity": 1.0, @@ -176,7 +176,7 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.462, + "similarity": 0.461, "content_similarity": 0.302, "size_similarity": 0.667, "breadth_similarity": 1.0, @@ -192,7 +192,7 @@ { "left_pr_number": 43663, "right_pr_number": 44189, - "similarity": 0.449, + "similarity": 0.448, "content_similarity": 0.392, "size_similarity": 0.16, "breadth_similarity": 1.0, @@ -241,7 +241,7 @@ "left_pr_number": 44660, "right_pr_number": 45067, "similarity": 0.438, - "content_similarity": 0.36, + "content_similarity": 0.359, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -321,7 +321,7 @@ "left_pr_number": 43651, "right_pr_number": 44123, "similarity": 0.422, - "content_similarity": 0.319, + "content_similarity": 0.318, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -385,7 +385,7 @@ "left_pr_number": 44257, "right_pr_number": 45067, "similarity": 0.401, - "content_similarity": 0.308, + "content_similarity": 0.307, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -400,7 +400,7 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.4, + "similarity": 0.399, "content_similarity": 0.309, "size_similarity": 0.222, "breadth_similarity": 1.0, @@ -432,7 +432,7 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.394, + "similarity": 0.393, "content_similarity": 0.27, "size_similarity": 0.364, "breadth_similarity": 1.0, @@ -446,11 +446,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44257, + "left_pr_number": 45055, + "right_pr_number": 45273, "similarity": 0.387, - "content_similarity": 0.267, - "size_similarity": 0.333, + "content_similarity": 0.195, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -462,11 +462,11 @@ ] }, { - "left_pr_number": 45055, - "right_pr_number": 45273, - "similarity": 0.387, - "content_similarity": 0.195, - "size_similarity": 0.667, + "left_pr_number": 43651, + "right_pr_number": 44257, + "similarity": 0.386, + "content_similarity": 0.266, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -480,7 +480,7 @@ { "left_pr_number": 45055, "right_pr_number": 45067, - "similarity": 0.386, + "similarity": 0.385, "content_similarity": 0.311, "size_similarity": 0.12, "breadth_similarity": 1.0, @@ -496,7 +496,7 @@ { "left_pr_number": 44123, "right_pr_number": 44660, - "similarity": 0.385, + "similarity": 0.384, "content_similarity": 0.312, "size_similarity": 0.109, "breadth_similarity": 1.0, @@ -513,7 +513,7 @@ "left_pr_number": 44257, "right_pr_number": 45055, "similarity": 0.383, - "content_similarity": 0.226, + "content_similarity": 0.225, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -561,7 +561,7 @@ "left_pr_number": 43636, "right_pr_number": 44123, "similarity": 0.375, - "content_similarity": 0.279, + "content_similarity": 0.278, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -673,7 +673,7 @@ "left_pr_number": 44123, "right_pr_number": 45055, "similarity": 0.347, - "content_similarity": 0.27, + "content_similarity": 0.269, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -705,7 +705,7 @@ "left_pr_number": 43651, "right_pr_number": 45273, "similarity": 0.328, - "content_similarity": 0.231, + "content_similarity": 0.23, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -762,7 +762,7 @@ 46747 ], "representative_pr_number": 46716, - "average_similarity": 0.727, + "average_similarity": 0.728, "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" @@ -935,8 +935,8 @@ { "left_pr_number": 46504, "right_pr_number": 46716, - "similarity": 0.388, - "content_similarity": 0.126, + "similarity": 0.391, + "content_similarity": 0.13, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -949,8 +949,8 @@ { "left_pr_number": 46504, "right_pr_number": 46747, - "similarity": 0.376, - "content_similarity": 0.109, + "similarity": 0.379, + "content_similarity": 0.112, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -963,8 +963,8 @@ { "left_pr_number": 46504, "right_pr_number": 46558, - "similarity": 0.361, - "content_similarity": 0.087, + "similarity": 0.362, + "content_similarity": 0.089, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -977,8 +977,8 @@ { "left_pr_number": 46504, "right_pr_number": 46563, - "similarity": 0.335, - "content_similarity": 0.122, + "similarity": 0.338, + "content_similarity": 0.126, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -991,8 +991,8 @@ { "left_pr_number": 46504, "right_pr_number": 46554, - "similarity": 0.259, - "content_similarity": 0.131, + "similarity": 0.261, + "content_similarity": 0.135, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1334,197 +1334,495 @@ ] }, { - "cluster_id": "pr-scope-34667-5", + "cluster_id": "pr-scope-41606-6", "pr_numbers": [ - 34667, - 39683, - 44872, - 45985, - 47006 + 41606, + 42668, + 44543, + 45422, + 45627, + 46161 ], - "representative_pr_number": 45985, - "average_similarity": 0.515, - "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", + "representative_pr_number": 45627, + "average_similarity": 0.427, + "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.", "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "tests", + "src", + "tests/models/auto", + "tests/models" ], "pairwise": [ { - "left_pr_number": 45985, - "right_pr_number": 47006, - "similarity": 0.621, - "content_similarity": 0.487, - "size_similarity": 0.867, + "left_pr_number": 41606, + "right_pr_number": 44543, + "similarity": 0.688, + "content_similarity": 0.667, + "size_similarity": 0.583, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.683, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 39683, - "right_pr_number": 45985, - "similarity": 0.594, - "content_similarity": 0.494, - "size_similarity": 0.652, + "left_pr_number": 45627, + "right_pr_number": 46161, + "similarity": 0.672, + "content_similarity": 0.587, + "size_similarity": 0.747, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.985, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "src/transformers/generation", + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 34667, - "right_pr_number": 45985, - "similarity": 0.587, - "content_similarity": 0.468, - "size_similarity": 0.733, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 42668, + "right_pr_number": 45627, + "similarity": 0.657, + "content_similarity": 0.799, + "size_similarity": 0.189, + "breadth_similarity": 0.216, + "concentration_similarity": 0.952, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "src/transformers/generation", + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 34667, - "right_pr_number": 47006, - "similarity": 0.572, - "content_similarity": 0.422, - "size_similarity": 0.846, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 42668, + "right_pr_number": 46161, + "similarity": 0.57, + "content_similarity": 0.663, + "size_similarity": 0.253, + "breadth_similarity": 0.216, + "concentration_similarity": 0.937, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "src/transformers/generation", + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 39683, - "right_pr_number": 47006, - "similarity": 0.547, - "content_similarity": 0.446, - "size_similarity": 0.565, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 41606, + "right_pr_number": 45422, + "similarity": 0.504, + "content_similarity": 0.428, + "size_similarity": 0.569, + "breadth_similarity": 0.75, + "concentration_similarity": 0.881, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 34667, - "right_pr_number": 39683, - "similarity": 0.522, - "content_similarity": 0.429, - "size_similarity": 0.478, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 44543, + "right_pr_number": 45422, + "similarity": 0.486, + "content_similarity": 0.46, + "size_similarity": 0.331, + "breadth_similarity": 0.75, + "concentration_similarity": 0.802, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 44872, - "right_pr_number": 45985, - "similarity": 0.447, - "content_similarity": 0.382, - "size_similarity": 0.2, + "left_pr_number": 44543, + "right_pr_number": 46161, + "similarity": 0.385, + "content_similarity": 0.216, + "size_similarity": 0.566, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.97, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 44872, - "right_pr_number": 47006, - "similarity": 0.426, - "content_similarity": 0.344, - "size_similarity": 0.231, + "left_pr_number": 41606, + "right_pr_number": 46161, + "similarity": 0.363, + "content_similarity": 0.116, + "size_similarity": 0.971, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.712, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 34667, - "right_pr_number": 44872, - "similarity": 0.423, - "content_similarity": 0.331, - "size_similarity": 0.273, + "left_pr_number": 44543, + "right_pr_number": 45627, + "similarity": 0.357, + "content_similarity": 0.206, + "size_similarity": 0.423, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.985, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 39683, - "right_pr_number": 44872, - "similarity": 0.414, - "content_similarity": 0.35, - "size_similarity": 0.13, + "left_pr_number": 42668, + "right_pr_number": 44543, + "similarity": 0.351, + "content_similarity": 0.305, + "size_similarity": 0.446, + "breadth_similarity": 0.216, + "concentration_similarity": 0.967, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 41606, + "right_pr_number": 45627, + "similarity": 0.321, + "content_similarity": 0.11, + "size_similarity": 0.725, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.697, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/processing_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "src" + "src", + "tests" ] - } - ] + }, + { + "left_pr_number": 45422, + "right_pr_number": 45627, + "similarity": 0.302, + "content_similarity": 0.098, + "size_similarity": 0.784, + "breadth_similarity": 0.75, + "concentration_similarity": 0.816, + "shared_filenames": [ + "src/transformers/processing_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 45422, + "right_pr_number": 46161, + "similarity": 0.276, + "content_similarity": 0.103, + "size_similarity": 0.586, + "breadth_similarity": 0.75, + "concentration_similarity": 0.831, + "shared_filenames": [ + "src/transformers/processing_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 41606, + "right_pr_number": 42668, + "similarity": 0.274, + "content_similarity": 0.258, + "size_similarity": 0.26, + "breadth_similarity": 0.216, + "concentration_similarity": 0.649, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 42668, + "right_pr_number": 45422, + "similarity": 0.201, + "content_similarity": 0.156, + "size_similarity": 0.148, + "breadth_similarity": 0.307, + "concentration_similarity": 0.768, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-34667-5", + "pr_numbers": [ + 34667, + 39683, + 44872, + 45985, + 47006 + ], + "representative_pr_number": 45985, + "average_similarity": 0.515, + "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45985, + "right_pr_number": 47006, + "similarity": 0.62, + "content_similarity": 0.486, + "size_similarity": 0.867, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 39683, + "right_pr_number": 45985, + "similarity": 0.594, + "content_similarity": 0.494, + "size_similarity": 0.652, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 34667, + "right_pr_number": 45985, + "similarity": 0.587, + "content_similarity": 0.467, + "size_similarity": 0.733, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 34667, + "right_pr_number": 47006, + "similarity": 0.572, + "content_similarity": 0.421, + "size_similarity": 0.846, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 39683, + "right_pr_number": 47006, + "similarity": 0.547, + "content_similarity": 0.446, + "size_similarity": 0.565, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 34667, + "right_pr_number": 39683, + "similarity": 0.522, + "content_similarity": 0.428, + "size_similarity": 0.478, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44872, + "right_pr_number": 45985, + "similarity": 0.447, + "content_similarity": 0.381, + "size_similarity": 0.2, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44872, + "right_pr_number": 47006, + "similarity": 0.425, + "content_similarity": 0.344, + "size_similarity": 0.231, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 34667, + "right_pr_number": 44872, + "similarity": 0.422, + "content_similarity": 0.331, + "size_similarity": 0.273, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 39683, + "right_pr_number": 44872, + "similarity": 0.414, + "content_similarity": 0.35, + "size_similarity": 0.13, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + } + ] }, { "cluster_id": "pr-scope-41097-5", @@ -1597,7 +1895,7 @@ { "left_pr_number": 44547, "right_pr_number": 46013, - "similarity": 0.504, + "similarity": 0.503, "content_similarity": 0.291, "size_similarity": 1.0, "breadth_similarity": 1.0, @@ -1718,7 +2016,7 @@ 46717 ], "representative_pr_number": 45635, - "average_similarity": 0.46, + "average_similarity": 0.462, "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", @@ -1736,8 +2034,8 @@ { "left_pr_number": 44974, "right_pr_number": 45635, - "similarity": 0.715, - "content_similarity": 0.715, + "similarity": 0.718, + "content_similarity": 0.718, "size_similarity": 0.59, "breadth_similarity": 0.8, "concentration_similarity": 0.929, @@ -1755,8 +2053,8 @@ { "left_pr_number": 45635, "right_pr_number": 45996, - "similarity": 0.652, - "content_similarity": 0.599, + "similarity": 0.654, + "content_similarity": 0.602, "size_similarity": 0.714, "breadth_similarity": 0.875, "concentration_similarity": 0.758, @@ -1774,8 +2072,8 @@ { "left_pr_number": 44974, "right_pr_number": 45996, - "similarity": 0.582, - "content_similarity": 0.553, + "similarity": 0.584, + "content_similarity": 0.557, "size_similarity": 0.422, "breadth_similarity": 0.9, "concentration_similarity": 0.829, @@ -1794,8 +2092,8 @@ { "left_pr_number": 45421, "right_pr_number": 45635, - "similarity": 0.461, - "content_similarity": 0.373, + "similarity": 0.463, + "content_similarity": 0.376, "size_similarity": 0.803, "breadth_similarity": 0.5, "concentration_similarity": 0.586, @@ -1812,8 +2110,8 @@ { "left_pr_number": 44974, "right_pr_number": 46717, - "similarity": 0.44, - "content_similarity": 0.318, + "similarity": 0.444, + "content_similarity": 0.323, "size_similarity": 0.587, "breadth_similarity": 0.9, "concentration_similarity": 0.79, @@ -1831,8 +2129,8 @@ { "left_pr_number": 44974, "right_pr_number": 45421, - "similarity": 0.417, - "content_similarity": 0.296, + "similarity": 0.419, + "content_similarity": 0.299, "size_similarity": 0.735, "breadth_similarity": 0.667, "concentration_similarity": 0.657, @@ -1848,8 +2146,8 @@ { "left_pr_number": 45635, "right_pr_number": 46717, - "similarity": 0.401, - "content_similarity": 0.322, + "similarity": 0.404, + "content_similarity": 0.326, "size_similarity": 0.346, "breadth_similarity": 0.875, "concentration_similarity": 0.719, @@ -1867,8 +2165,8 @@ { "left_pr_number": 45996, "right_pr_number": 46717, - "similarity": 0.367, - "content_similarity": 0.26, + "similarity": 0.37, + "content_similarity": 0.265, "size_similarity": 0.247, "breadth_similarity": 1.0, "concentration_similarity": 0.961, @@ -1886,8 +2184,8 @@ { "left_pr_number": 45421, "right_pr_number": 45996, - "similarity": 0.32, - "content_similarity": 0.192, + "similarity": 0.321, + "content_similarity": 0.193, "size_similarity": 0.573, "breadth_similarity": 0.583, "concentration_similarity": 0.828, @@ -1903,8 +2201,8 @@ { "left_pr_number": 45421, "right_pr_number": 46717, - "similarity": 0.246, - "content_similarity": 0.114, + "similarity": 0.247, + "content_similarity": 0.116, "size_similarity": 0.432, "breadth_similarity": 0.583, "concentration_similarity": 0.867, @@ -1920,16 +2218,16 @@ ] }, { - "cluster_id": "pr-scope-45294-5", + "cluster_id": "pr-scope-45202-5", "pr_numbers": [ + 45202, 45294, 45438, 45883, - 46642, - 46933 + 46642 ], "representative_pr_number": 45438, - "average_similarity": 0.436, + "average_similarity": 0.43, "summary": "5 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.", "shared_filenames": [ "src/transformers/models/gemma4/modular_gemma4.py", @@ -1952,8 +2250,8 @@ { "left_pr_number": 45294, "right_pr_number": 45438, - "similarity": 0.754, - "content_similarity": 0.774, + "similarity": 0.755, + "content_similarity": 0.776, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -1980,8 +2278,8 @@ { "left_pr_number": 45294, "right_pr_number": 45883, - "similarity": 0.548, - "content_similarity": 0.472, + "similarity": 0.554, + "content_similarity": 0.48, "size_similarity": 0.933, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -1999,8 +2297,8 @@ { "left_pr_number": 45438, "right_pr_number": 45883, - "similarity": 0.543, - "content_similarity": 0.58, + "similarity": 0.549, + "content_similarity": 0.588, "size_similarity": 0.392, "breadth_similarity": 0.325, "concentration_similarity": 0.92, @@ -2016,11 +2314,11 @@ ] }, { - "left_pr_number": 45883, - "right_pr_number": 46933, - "similarity": 0.5, - "content_similarity": 0.484, - "size_similarity": 0.071, + "left_pr_number": 45202, + "right_pr_number": 45883, + "similarity": 0.436, + "content_similarity": 0.403, + "size_similarity": 0.027, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -2037,8 +2335,8 @@ { "left_pr_number": 45438, "right_pr_number": 46642, - "similarity": 0.415, - "content_similarity": 0.299, + "similarity": 0.419, + "content_similarity": 0.306, "size_similarity": 0.759, "breadth_similarity": 0.65, "concentration_similarity": 0.529, @@ -2051,37 +2349,18 @@ "src/transformers/models", "src/transformers", "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 45438, - "right_pr_number": 46933, - "similarity": 0.383, - "content_similarity": 0.429, - "size_similarity": 0.028, - "breadth_similarity": 0.325, - "concentration_similarity": 0.92, - "shared_filenames": [ - "src/transformers/models/gemma4/modeling_gemma4.py", - "src/transformers/models/gemma4/modular_gemma4.py" - ], - "shared_directories": [ - "src/transformers/models/gemma4", - "src/transformers/models", - "src/transformers", - "src" + "src", + "tests" ] }, { - "left_pr_number": 45294, - "right_pr_number": 46933, - "similarity": 0.349, - "content_similarity": 0.373, - "size_similarity": 0.067, + "left_pr_number": 45202, + "right_pr_number": 45438, + "similarity": 0.397, + "content_similarity": 0.452, + "size_similarity": 0.01, "breadth_similarity": 0.325, - "concentration_similarity": 0.908, + "concentration_similarity": 0.92, "shared_filenames": [ "src/transformers/models/gemma4/modeling_gemma4.py", "src/transformers/models/gemma4/modular_gemma4.py" @@ -2096,8 +2375,8 @@ { "left_pr_number": 45294, "right_pr_number": 46642, - "similarity": 0.338, - "content_similarity": 0.283, + "similarity": 0.342, + "content_similarity": 0.289, "size_similarity": 0.318, "breadth_similarity": 0.65, "concentration_similarity": 0.54, @@ -2114,11 +2393,30 @@ "tests" ] }, + { + "left_pr_number": 45202, + "right_pr_number": 45294, + "similarity": 0.315, + "content_similarity": 0.333, + "size_similarity": 0.025, + "breadth_similarity": 0.325, + "concentration_similarity": 0.908, + "shared_filenames": [ + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models", + "src/transformers", + "src" + ] + }, { "left_pr_number": 45883, "right_pr_number": 46642, - "similarity": 0.307, - "content_similarity": 0.315, + "similarity": 0.312, + "content_similarity": 0.321, "size_similarity": 0.297, "breadth_similarity": 0.2, "concentration_similarity": 0.448, @@ -2134,11 +2432,11 @@ ] }, { - "left_pr_number": 46642, - "right_pr_number": 46933, - "similarity": 0.219, - "content_similarity": 0.248, - "size_similarity": 0.021, + "left_pr_number": 45202, + "right_pr_number": 46642, + "similarity": 0.224, + "content_similarity": 0.258, + "size_similarity": 0.008, "breadth_similarity": 0.2, "concentration_similarity": 0.448, "shared_filenames": [ @@ -2163,7 +2461,7 @@ 47017 ], "representative_pr_number": 46580, - "average_similarity": 0.549, + "average_similarity": 0.55, "summary": "4 open PRs share weighted file overlap around `src/transformers/models/auto/tokenization_auto.py`, `tests/models/auto/test_tokenization_auto.py`; representative PR #46580.", "shared_filenames": [ "src/transformers/models/auto/tokenization_auto.py", @@ -2182,8 +2480,8 @@ { "left_pr_number": 46580, "right_pr_number": 46928, - "similarity": 0.653, - "content_similarity": 0.71, + "similarity": 0.654, + "content_similarity": 0.712, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2200,8 +2498,8 @@ { "left_pr_number": 45293, "right_pr_number": 47017, - "similarity": 0.645, - "content_similarity": 0.668, + "similarity": 0.648, + "content_similarity": 0.672, "size_similarity": 0.227, "breadth_similarity": 1.0, "concentration_similarity": 0.875, @@ -2222,8 +2520,8 @@ { "left_pr_number": 45293, "right_pr_number": 46580, - "similarity": 0.537, - "content_similarity": 0.489, + "similarity": 0.539, + "content_similarity": 0.491, "size_similarity": 0.714, "breadth_similarity": 0.5, "concentration_similarity": 0.75, @@ -2240,8 +2538,8 @@ { "left_pr_number": 46580, "right_pr_number": 47017, - "similarity": 0.495, - "content_similarity": 0.523, + "similarity": 0.497, + "content_similarity": 0.525, "size_similarity": 0.318, "breadth_similarity": 0.5, "concentration_similarity": 0.625, @@ -2302,7 +2600,7 @@ 47023 ], "representative_pr_number": 42975, - "average_similarity": 0.531, + "average_similarity": 0.533, "summary": "4 open PRs share weighted file overlap around `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`, `.github/workflows/build-past-ci-docker-images.yml`; representative PR #42975.", "shared_filenames": [ ".github/workflows/build-docker-images.yml", @@ -2322,8 +2620,8 @@ { "left_pr_number": 42975, "right_pr_number": 47023, - "similarity": 0.68, - "content_similarity": 0.708, + "similarity": 0.681, + "content_similarity": 0.709, "size_similarity": 0.259, "breadth_similarity": 0.955, "concentration_similarity": 1.0, @@ -2347,8 +2645,8 @@ { "left_pr_number": 42975, "right_pr_number": 45077, - "similarity": 0.658, - "content_similarity": 0.593, + "similarity": 0.659, + "content_similarity": 0.595, "size_similarity": 0.731, "breadth_similarity": 0.833, "concentration_similarity": 1.0, @@ -2372,8 +2670,8 @@ { "left_pr_number": 42976, "right_pr_number": 47023, - "similarity": 0.514, - "content_similarity": 0.491, + "similarity": 0.515, + "content_similarity": 0.493, "size_similarity": 0.39, "breadth_similarity": 0.617, "concentration_similarity": 1.0, @@ -2394,8 +2692,8 @@ { "left_pr_number": 45077, "right_pr_number": 47023, - "similarity": 0.474, - "content_similarity": 0.441, + "similarity": 0.475, + "content_similarity": 0.443, "size_similarity": 0.189, "breadth_similarity": 0.867, "concentration_similarity": 1.0, @@ -2419,8 +2717,8 @@ { "left_pr_number": 42976, "right_pr_number": 45077, - "similarity": 0.47, - "content_similarity": 0.49, + "similarity": 0.471, + "content_similarity": 0.492, "size_similarity": 0.074, "breadth_similarity": 0.659, "concentration_similarity": 1.0, @@ -2439,8 +2737,8 @@ { "left_pr_number": 42975, "right_pr_number": 42976, - "similarity": 0.393, - "content_similarity": 0.382, + "similarity": 0.395, + "content_similarity": 0.384, "size_similarity": 0.101, "breadth_similarity": 0.606, "concentration_similarity": 1.0, @@ -2460,134 +2758,6 @@ } ] }, - { - "cluster_id": "pr-scope-41606-4", - "pr_numbers": [ - 41606, - 44543, - 45422, - 47005 - ], - "representative_pr_number": 41606, - "average_similarity": 0.489, - "summary": "4 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" - ], - "pairwise": [ - { - "left_pr_number": 41606, - "right_pr_number": 44543, - "similarity": 0.684, - "content_similarity": 0.66, - "size_similarity": 0.583, - "breadth_similarity": 1.0, - "concentration_similarity": 0.683, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 41606, - "right_pr_number": 47005, - "similarity": 0.513, - "content_similarity": 0.377, - "size_similarity": 0.911, - "breadth_similarity": 0.667, - "concentration_similarity": 0.907, - "shared_filenames": [ - "tests/test_processing_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 41606, - "right_pr_number": 45422, - "similarity": 0.5, - "content_similarity": 0.422, - "size_similarity": 0.569, - "breadth_similarity": 0.75, - "concentration_similarity": 0.881, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 44543, - "right_pr_number": 45422, - "similarity": 0.483, - "content_similarity": 0.454, - "size_similarity": 0.331, - "breadth_similarity": 0.75, - "concentration_similarity": 0.802, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 44543, - "right_pr_number": 47005, - "similarity": 0.419, - "content_similarity": 0.31, - "size_similarity": 0.64, - "breadth_similarity": 0.667, - "concentration_similarity": 0.776, - "shared_filenames": [ - "tests/test_processing_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 45422, - "right_pr_number": 47005, - "similarity": 0.337, - "content_similarity": 0.199, - "size_similarity": 0.518, - "breadth_similarity": 0.708, - "concentration_similarity": 0.974, - "shared_filenames": [ - "tests/test_processing_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-44385-4", "pr_numbers": [ @@ -2597,7 +2767,7 @@ 46995 ], "representative_pr_number": 44615, - "average_similarity": 0.472, + "average_similarity": 0.469, "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.", "shared_filenames": [ "src/transformers/utils/import_utils.py" @@ -2611,8 +2781,8 @@ { "left_pr_number": 44615, "right_pr_number": 46152, - "similarity": 0.623, - "content_similarity": 0.551, + "similarity": 0.618, + "content_similarity": 0.544, "size_similarity": 0.583, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2628,8 +2798,8 @@ { "left_pr_number": 44615, "right_pr_number": 46995, - "similarity": 0.488, - "content_similarity": 0.435, + "similarity": 0.483, + "content_similarity": 0.427, "size_similarity": 0.229, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2645,8 +2815,8 @@ { "left_pr_number": 46152, "right_pr_number": 46995, - "similarity": 0.484, - "content_similarity": 0.449, + "similarity": 0.479, + "content_similarity": 0.442, "size_similarity": 0.133, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2662,8 +2832,8 @@ { "left_pr_number": 44385, "right_pr_number": 46995, - "similarity": 0.432, - "content_similarity": 0.319, + "similarity": 0.431, + "content_similarity": 0.317, "size_similarity": 0.615, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -2679,8 +2849,8 @@ { "left_pr_number": 44385, "right_pr_number": 44615, - "similarity": 0.409, - "content_similarity": 0.339, + "similarity": 0.408, + "content_similarity": 0.337, "size_similarity": 0.371, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -2696,8 +2866,8 @@ { "left_pr_number": 44385, "right_pr_number": 46152, - "similarity": 0.394, - "content_similarity": 0.35, + "similarity": 0.393, + "content_similarity": 0.348, "size_similarity": 0.217, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -2721,7 +2891,7 @@ 47018 ], "representative_pr_number": 45649, - "average_similarity": 0.45, + "average_similarity": 0.452, "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", "shared_filenames": [ "src/transformers/modeling_utils.py" @@ -2734,8 +2904,8 @@ { "left_pr_number": 45548, "right_pr_number": 45649, - "similarity": 0.512, - "content_similarity": 0.521, + "similarity": 0.516, + "content_similarity": 0.526, "size_similarity": 0.149, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -2750,7 +2920,7 @@ { "left_pr_number": 45649, "right_pr_number": 45655, - "similarity": 0.508, + "similarity": 0.507, "content_similarity": 0.344, "size_similarity": 0.778, "breadth_similarity": 1.0, @@ -2766,8 +2936,8 @@ { "left_pr_number": 45548, "right_pr_number": 47018, - "similarity": 0.485, - "content_similarity": 0.321, + "similarity": 0.49, + "content_similarity": 0.328, "size_similarity": 0.904, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -2782,8 +2952,8 @@ { "left_pr_number": 45649, "right_pr_number": 47018, - "similarity": 0.436, - "content_similarity": 0.38, + "similarity": 0.442, + "content_similarity": 0.388, "size_similarity": 0.135, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2876,76 +3046,214 @@ "breadth_similarity": 1.0, "concentration_similarity": 0.949, "shared_filenames": [ - "src/transformers/cache_utils.py", - "tests/utils/test_cache_utils.py" + "src/transformers/cache_utils.py", + "tests/utils/test_cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "tests/utils", + "src", + "tests" + ] + }, + { + "left_pr_number": 44893, + "right_pr_number": 46781, + "similarity": 0.37, + "content_similarity": 0.306, + "size_similarity": 0.529, + "breadth_similarity": 0.5, + "concentration_similarity": 0.529, + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43875, + "right_pr_number": 44893, + "similarity": 0.361, + "content_similarity": 0.278, + "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": 46173, + "right_pr_number": 46781, + "similarity": 0.253, + "content_similarity": 0.227, + "size_similarity": 0.118, + "breadth_similarity": 0.5, + "concentration_similarity": 0.529, + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43875, + "right_pr_number": 46173, + "similarity": 0.243, + "content_similarity": 0.206, + "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-32189-4", + "pr_numbers": [ + 32189, + 42655, + 45979, + 46735 + ], + "representative_pr_number": 45979, + "average_similarity": 0.394, + "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`, `tests/generation/test_utils.py`, `src/transformers/generation/candidate_generator.py`; representative PR #45979.", + "shared_filenames": [ + "src/transformers/generation/utils.py", + "tests/generation/test_utils.py", + "src/transformers/generation/candidate_generator.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src", + "tests/generation", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 45979, + "right_pr_number": 46735, + "similarity": 0.584, + "content_similarity": 0.636, + "size_similarity": 0.248, + "breadth_similarity": 0.533, + "concentration_similarity": 0.96, + "shared_filenames": [ + "src/transformers/generation/utils.py", + "tests/generation/test_utils.py" ], "shared_directories": [ + "src/transformers/generation", "src/transformers", - "tests/utils", + "tests/generation", "src", "tests" ] }, { - "left_pr_number": 44893, - "right_pr_number": 46781, - "similarity": 0.37, - "content_similarity": 0.306, - "size_similarity": 0.529, + "left_pr_number": 32189, + "right_pr_number": 42655, + "similarity": 0.451, + "content_similarity": 0.483, + "size_similarity": 0.231, "breadth_similarity": 0.5, - "concentration_similarity": 0.529, + "concentration_similarity": 0.568, "shared_filenames": [ - "src/transformers/cache_utils.py" + "src/transformers/generation/candidate_generator.py", + "src/transformers/generation/utils.py" ], "shared_directories": [ + "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 43875, - "right_pr_number": 44893, - "similarity": 0.361, - "content_similarity": 0.278, - "size_similarity": 0.581, - "breadth_similarity": 0.5, - "concentration_similarity": 0.581, + "left_pr_number": 42655, + "right_pr_number": 45979, + "similarity": 0.392, + "content_similarity": 0.32, + "size_similarity": 0.329, + "breadth_similarity": 0.792, + "concentration_similarity": 0.797, "shared_filenames": [ - "src/transformers/cache_utils.py" + "src/transformers/generation/utils.py", + "tests/generation/test_utils.py" ], "shared_directories": [ + "src/transformers/generation", "src/transformers", - "src" + "tests/generation", + "src", + "tests" ] }, { - "left_pr_number": 46173, - "right_pr_number": 46781, - "similarity": 0.253, - "content_similarity": 0.227, - "size_similarity": 0.118, - "breadth_similarity": 0.5, - "concentration_similarity": 0.529, + "left_pr_number": 42655, + "right_pr_number": 46735, + "similarity": 0.322, + "content_similarity": 0.323, + "size_similarity": 0.082, + "breadth_similarity": 0.417, + "concentration_similarity": 0.837, "shared_filenames": [ - "src/transformers/cache_utils.py" + "src/transformers/generation/utils.py", + "tests/generation/test_utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "tests/generation", + "src", + "tests" + ] + }, + { + "left_pr_number": 32189, + "right_pr_number": 45979, + "similarity": 0.32, + "content_similarity": 0.161, + "size_similarity": 0.702, + "breadth_similarity": 0.633, + "concentration_similarity": 0.771, + "shared_filenames": [ + "src/transformers/generation/utils.py" ], "shared_directories": [ + "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 43875, - "right_pr_number": 46173, - "similarity": 0.243, - "content_similarity": 0.206, - "size_similarity": 0.129, - "breadth_similarity": 0.5, - "concentration_similarity": 0.581, + "left_pr_number": 32189, + "right_pr_number": 46735, + "similarity": 0.292, + "content_similarity": 0.17, + "size_similarity": 0.353, + "breadth_similarity": 0.833, + "concentration_similarity": 0.731, "shared_filenames": [ - "src/transformers/cache_utils.py" + "src/transformers/generation/utils.py" ], "shared_directories": [ + "src/transformers/generation", "src/transformers", "src" ] @@ -2974,8 +3282,8 @@ { "left_pr_number": 33686, "right_pr_number": 44550, - "similarity": 0.394, - "content_similarity": 0.134, + "similarity": 0.395, + "content_similarity": 0.135, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2990,8 +3298,8 @@ { "left_pr_number": 44407, "right_pr_number": 44550, - "similarity": 0.363, - "content_similarity": 0.099, + "similarity": 0.364, + "content_similarity": 0.1, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3006,7 +3314,7 @@ "left_pr_number": 33686, "right_pr_number": 44407, "similarity": 0.354, - "content_similarity": 0.086, + "content_similarity": 0.087, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3020,7 +3328,7 @@ { "left_pr_number": 44407, "right_pr_number": 46007, - "similarity": 0.344, + "similarity": 0.345, "content_similarity": 0.081, "size_similarity": 0.92, "breadth_similarity": 1.0, @@ -3036,7 +3344,7 @@ "left_pr_number": 44550, "right_pr_number": 46007, "similarity": 0.344, - "content_similarity": 0.088, + "content_similarity": 0.089, "size_similarity": 0.88, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3050,8 +3358,8 @@ { "left_pr_number": 33686, "right_pr_number": 46007, - "similarity": 0.335, - "content_similarity": 0.076, + "similarity": 0.336, + "content_similarity": 0.077, "size_similarity": 0.88, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3152,7 +3460,7 @@ 46780 ], "representative_pr_number": 46780, - "average_similarity": 0.723, + "average_similarity": 0.72, "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/pp_doclayout_v2/modeling_pp_doclayout_v2.py`; representative PR #46780.", "shared_filenames": [ "src/transformers/models/vit_mae/modeling_vit_mae.py", @@ -3210,8 +3518,8 @@ { "left_pr_number": 45932, "right_pr_number": 46780, - "similarity": 0.61, - "content_similarity": 0.639, + "similarity": 0.606, + "content_similarity": 0.634, "size_similarity": 0.322, "breadth_similarity": 0.679, "concentration_similarity": 0.916, @@ -3242,8 +3550,8 @@ { "left_pr_number": 45932, "right_pr_number": 46174, - "similarity": 0.594, - "content_similarity": 0.633, + "similarity": 0.59, + "content_similarity": 0.628, "size_similarity": 0.248, "breadth_similarity": 0.679, "concentration_similarity": 0.916, @@ -3273,90 +3581,6 @@ } ] }, - { - "cluster_id": "pr-scope-42668-3", - "pr_numbers": [ - 42668, - 45627, - 46161 - ], - "representative_pr_number": 45627, - "average_similarity": 0.634, - "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_processor_auto.py`, `src/transformers/processing_utils.py`; representative PR #45627.", - "shared_filenames": [ - "tests/models/auto/test_processor_auto.py", - "src/transformers/processing_utils.py" - ], - "shared_directories": [ - "tests/models/auto", - "tests/models", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45627, - "right_pr_number": 46161, - "similarity": 0.673, - "content_similarity": 0.587, - "size_similarity": 0.747, - "breadth_similarity": 1.0, - "concentration_similarity": 0.985, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py" - ], - "shared_directories": [ - "tests/models/auto", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 42668, - "right_pr_number": 45627, - "similarity": 0.658, - "content_similarity": 0.8, - "size_similarity": 0.189, - "breadth_similarity": 0.216, - "concentration_similarity": 0.952, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py" - ], - "shared_directories": [ - "tests/models/auto", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 42668, - "right_pr_number": 46161, - "similarity": 0.572, - "content_similarity": 0.665, - "size_similarity": 0.253, - "breadth_similarity": 0.216, - "concentration_similarity": 0.937, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py" - ], - "shared_directories": [ - "tests/models/auto", - "src/transformers", - "tests/models", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-44015-3", "pr_numbers": [ @@ -3470,7 +3694,7 @@ { "left_pr_number": 41441, "right_pr_number": 46364, - "similarity": 0.654, + "similarity": 0.655, "content_similarity": 0.506, "size_similarity": 1.0, "breadth_similarity": 1.0, @@ -3751,7 +3975,7 @@ { "left_pr_number": 46257, "right_pr_number": 46965, - "similarity": 0.45, + "similarity": 0.449, "content_similarity": 0.356, "size_similarity": 0.5, "breadth_similarity": 0.75, @@ -3922,100 +4146,14 @@ "similarity": 0.441, "content_similarity": 0.376, "size_similarity": 0.404, - "breadth_similarity": 0.833, - "concentration_similarity": 0.67, - "shared_filenames": [ - "tests/trainer/test_trainer.py" - ], - "shared_directories": [ - "src/transformers", - "tests/trainer", - "src", - "tests" - ] - } - ] - }, - { - "cluster_id": "pr-scope-42112-3", - "pr_numbers": [ - 42112, - 46643, - 46994 - ], - "representative_pr_number": 46643, - "average_similarity": 0.427, - "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`, `src/transformers/generation/utils.py`; representative PR #46643.", - "shared_filenames": [ - "src/transformers/generation/logits_process.py", - "tests/generation/test_logits_process.py", - "src/transformers/generation/utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "tests/generation", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46643, - "right_pr_number": 46994, - "similarity": 0.458, - "content_similarity": 0.322, - "size_similarity": 0.667, - "breadth_similarity": 0.833, - "concentration_similarity": 0.976, - "shared_filenames": [ - "src/transformers/generation/logits_process.py", - "tests/generation/test_logits_process.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "tests/generation", - "src", - "tests" - ] - }, - { - "left_pr_number": 42112, - "right_pr_number": 46643, - "similarity": 0.42, - "content_similarity": 0.459, - "size_similarity": 0.029, - "breadth_similarity": 0.521, - "concentration_similarity": 0.841, - "shared_filenames": [ - "src/transformers/generation/logits_process.py", - "src/transformers/generation/utils.py", - "tests/generation/test_logits_process.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "tests/generation", - "src", - "tests" - ] - }, - { - "left_pr_number": 42112, - "right_pr_number": 46994, - "similarity": 0.405, - "content_similarity": 0.451, - "size_similarity": 0.019, - "breadth_similarity": 0.458, - "concentration_similarity": 0.817, + "breadth_similarity": 0.833, + "concentration_similarity": 0.67, "shared_filenames": [ - "src/transformers/generation/logits_process.py", - "tests/generation/test_logits_process.py" + "tests/trainer/test_trainer.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "tests/generation", + "tests/trainer", "src", "tests" ] @@ -4023,19 +4161,18 @@ ] }, { - "cluster_id": "pr-scope-45979-3", + "cluster_id": "pr-scope-42112-3", "pr_numbers": [ - 45979, - 46735, - 47038 + 42112, + 46643, + 46994 ], - "representative_pr_number": 46735, - "average_similarity": 0.425, - "summary": "3 open PRs share weighted file overlap around `tests/generation/test_configuration_utils.py`, `src/transformers/generation/configuration_utils.py`, `tests/generation/test_utils.py`; representative PR #46735.", + "representative_pr_number": 46643, + "average_similarity": 0.427, + "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`, `src/transformers/generation/utils.py`; representative PR #46643.", "shared_filenames": [ - "tests/generation/test_configuration_utils.py", - "src/transformers/generation/configuration_utils.py", - "tests/generation/test_utils.py", + "src/transformers/generation/logits_process.py", + "tests/generation/test_logits_process.py", "src/transformers/generation/utils.py" ], "shared_directories": [ @@ -4047,16 +4184,16 @@ ], "pairwise": [ { - "left_pr_number": 45979, - "right_pr_number": 46735, - "similarity": 0.584, - "content_similarity": 0.637, - "size_similarity": 0.248, - "breadth_similarity": 0.533, - "concentration_similarity": 0.96, + "left_pr_number": 46643, + "right_pr_number": 46994, + "similarity": 0.458, + "content_similarity": 0.322, + "size_similarity": 0.667, + "breadth_similarity": 0.833, + "concentration_similarity": 0.976, "shared_filenames": [ - "src/transformers/generation/utils.py", - "tests/generation/test_utils.py" + "src/transformers/generation/logits_process.py", + "tests/generation/test_logits_process.py" ], "shared_directories": [ "src/transformers/generation", @@ -4067,14 +4204,18 @@ ] }, { - "left_pr_number": 46735, - "right_pr_number": 47038, - "similarity": 0.352, - "content_similarity": 0.117, - "size_similarity": 0.8, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], + "left_pr_number": 42112, + "right_pr_number": 46643, + "similarity": 0.419, + "content_similarity": 0.459, + "size_similarity": 0.029, + "breadth_similarity": 0.521, + "concentration_similarity": 0.841, + "shared_filenames": [ + "src/transformers/generation/logits_process.py", + "src/transformers/generation/utils.py", + "tests/generation/test_logits_process.py" + ], "shared_directories": [ "src/transformers/generation", "src/transformers", @@ -4084,16 +4225,16 @@ ] }, { - "left_pr_number": 45979, - "right_pr_number": 47038, - "similarity": 0.341, - "content_similarity": 0.299, - "size_similarity": 0.198, - "breadth_similarity": 0.533, - "concentration_similarity": 0.96, + "left_pr_number": 42112, + "right_pr_number": 46994, + "similarity": 0.405, + "content_similarity": 0.451, + "size_similarity": 0.019, + "breadth_similarity": 0.458, + "concentration_similarity": 0.817, "shared_filenames": [ - "src/transformers/generation/configuration_utils.py", - "tests/generation/test_configuration_utils.py" + "src/transformers/generation/logits_process.py", + "tests/generation/test_logits_process.py" ], "shared_directories": [ "src/transformers/generation", @@ -4427,7 +4568,7 @@ { "left_pr_number": 44889, "right_pr_number": 46775, - "similarity": 0.454, + "similarity": 0.453, "content_similarity": 0.33, "size_similarity": 0.877, "breadth_similarity": 0.458, @@ -4490,7 +4631,7 @@ 46503 ], "representative_pr_number": 46503, - "average_similarity": 0.344, + "average_similarity": 0.346, "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46503.", "shared_filenames": [], "shared_directories": [ @@ -4501,8 +4642,8 @@ { "left_pr_number": 46501, "right_pr_number": 46503, - "similarity": 0.362, - "content_similarity": 0.088, + "similarity": 0.364, + "content_similarity": 0.091, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4515,8 +4656,8 @@ { "left_pr_number": 46138, "right_pr_number": 46503, - "similarity": 0.342, - "content_similarity": 0.114, + "similarity": 0.345, + "content_similarity": 0.117, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4529,8 +4670,8 @@ { "left_pr_number": 46138, "right_pr_number": 46501, - "similarity": 0.327, - "content_similarity": 0.092, + "similarity": 0.329, + "content_similarity": 0.095, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4542,47 +4683,6 @@ } ] }, - { - "cluster_id": "pr-scope-46847-2", - "pr_numbers": [ - 46847, - 47009 - ], - "representative_pr_number": 46847, - "average_similarity": 1.0, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen3_5/configuration_qwen3_5.py`, `src/transformers/models/qwen3_5/modular_qwen3_5.py`; representative PR #46847.", - "shared_filenames": [ - "src/transformers/models/qwen3_5/configuration_qwen3_5.py", - "src/transformers/models/qwen3_5/modular_qwen3_5.py" - ], - "shared_directories": [ - "src/transformers/models/qwen3_5", - "src/transformers/models", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46847, - "right_pr_number": 47009, - "similarity": 1.0, - "content_similarity": 1.0, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/models/qwen3_5/configuration_qwen3_5.py", - "src/transformers/models/qwen3_5/modular_qwen3_5.py" - ], - "shared_directories": [ - "src/transformers/models/qwen3_5", - "src/transformers/models", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-44018-2", "pr_numbers": [ @@ -4631,46 +4731,50 @@ ] }, { - "cluster_id": "pr-scope-46845-2", + "cluster_id": "pr-scope-46895-2", "pr_numbers": [ - 46845, - 47040 + 46895, + 46958 ], - "representative_pr_number": 46845, - "average_similarity": 0.953, - "summary": "2 open PRs share weighted file overlap around `.github/workflows/pr-ci-caller.yml`, `utils/tests_fetcher.py`, `src/transformers/modeling_utils.py`; representative PR #46845.", + "representative_pr_number": 46895, + "average_similarity": 0.932, + "summary": "2 open PRs share weighted file overlap around `tests/models/cohere_asr/test_modeling_cohere_asr.py`, `src/transformers/models/cohere_asr/modeling_cohere_asr.py`, `src/transformers/models/cohere_asr/modular_cohere_asr.py`; representative PR #46895.", "shared_filenames": [ - ".github/workflows/pr-ci-caller.yml", - "utils/tests_fetcher.py", - "src/transformers/modeling_utils.py" + "tests/models/cohere_asr/test_modeling_cohere_asr.py", + "src/transformers/models/cohere_asr/modeling_cohere_asr.py", + "src/transformers/models/cohere_asr/modular_cohere_asr.py" ], "shared_directories": [ - ".github/workflows", + "src/transformers/models/cohere_asr", + "tests/models/cohere_asr", + "src/transformers/models", + "tests/models", "src/transformers", - ".github", - "utils", + "tests", "src" ], "pairwise": [ { - "left_pr_number": 46845, - "right_pr_number": 47040, - "similarity": 0.953, - "content_similarity": 0.975, - "size_similarity": 0.833, + "left_pr_number": 46895, + "right_pr_number": 46958, + "similarity": 0.932, + "content_similarity": 0.943, + "size_similarity": 0.865, "breadth_similarity": 1.0, - "concentration_similarity": 0.9, + "concentration_similarity": 0.832, "shared_filenames": [ - ".github/workflows/pr-ci-caller.yml", - "src/transformers/modeling_utils.py", - "utils/tests_fetcher.py" + "src/transformers/models/cohere_asr/modeling_cohere_asr.py", + "src/transformers/models/cohere_asr/modular_cohere_asr.py", + "tests/models/cohere_asr/test_modeling_cohere_asr.py" ], "shared_directories": [ - ".github/workflows", + "src/transformers/models/cohere_asr", + "src/transformers/models", + "tests/models/cohere_asr", "src/transformers", - ".github", + "tests/models", "src", - "utils" + "tests" ] } ] @@ -4816,55 +4920,6 @@ } ] }, - { - "cluster_id": "pr-scope-46895-2", - "pr_numbers": [ - 46895, - 46958 - ], - "representative_pr_number": 46895, - "average_similarity": 0.887, - "summary": "2 open PRs share weighted file overlap around `tests/models/cohere_asr/test_modeling_cohere_asr.py`, `src/transformers/models/cohere_asr/modeling_cohere_asr.py`, `src/transformers/models/cohere_asr/modular_cohere_asr.py`; representative PR #46895.", - "shared_filenames": [ - "tests/models/cohere_asr/test_modeling_cohere_asr.py", - "src/transformers/models/cohere_asr/modeling_cohere_asr.py", - "src/transformers/models/cohere_asr/modular_cohere_asr.py" - ], - "shared_directories": [ - "src/transformers/models/cohere_asr", - "tests/models/cohere_asr", - "src/transformers/models", - "tests/models", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46895, - "right_pr_number": 46958, - "similarity": 0.887, - "content_similarity": 0.91, - "size_similarity": 0.75, - "breadth_similarity": 1.0, - "concentration_similarity": 0.744, - "shared_filenames": [ - "src/transformers/models/cohere_asr/modeling_cohere_asr.py", - "src/transformers/models/cohere_asr/modular_cohere_asr.py", - "tests/models/cohere_asr/test_modeling_cohere_asr.py" - ], - "shared_directories": [ - "src/transformers/models/cohere_asr", - "src/transformers/models", - "tests/models/cohere_asr", - "src/transformers", - "tests/models", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-45639-2", "pr_numbers": [ @@ -4961,12 +5016,12 @@ ], "representative_pr_number": 44438, "average_similarity": 0.798, - "summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_optimizers.py`, `src/transformers/trainer_optimizer.py`, `src/transformers/utils/__init__.py`; representative PR #44438.", + "summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_optimizers.py`, `src/transformers/trainer_optimizer.py`, `src/transformers/training_args.py`; representative PR #44438.", "shared_filenames": [ "tests/trainer/test_trainer_optimizers.py", "src/transformers/trainer_optimizer.py", - "src/transformers/utils/__init__.py", "src/transformers/training_args.py", + "src/transformers/utils/__init__.py", "src/transformers/utils/import_utils.py", "src/transformers/testing_utils.py" ], @@ -5041,43 +5096,6 @@ } ] }, - { - "cluster_id": "pr-scope-45606-2", - "pr_numbers": [ - 45606, - 45607 - ], - "representative_pr_number": 45606, - "average_similarity": 0.776, - "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" - ], - "shared_directories": [ - "tests/models/gemma4", - "tests/models", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 45606, - "right_pr_number": 45607, - "similarity": 0.776, - "content_similarity": 0.827, - "size_similarity": 0.778, - "breadth_similarity": 0.417, - "concentration_similarity": 0.778, - "shared_filenames": [ - "tests/models/gemma4/test_modeling_gemma4.py" - ], - "shared_directories": [ - "tests/models/gemma4", - "tests/models", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-43543-2", "pr_numbers": [ @@ -5117,28 +5135,65 @@ "breadth_similarity": 0.811, "concentration_similarity": 0.996, "shared_filenames": [ - "src/transformers/models/dbrx/modeling_dbrx.py", - "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py", - "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", - "src/transformers/models/flex_olmo/modeling_flex_olmo.py", - "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", - "src/transformers/models/gpt_oss/modeling_gpt_oss.py", - "src/transformers/models/granitemoe/modeling_granitemoe.py", - "src/transformers/models/granitemoehybrid/modeling_granitemoehybrid.py", - "src/transformers/models/granitemoeshared/modeling_granitemoeshared.py", - "src/transformers/models/jamba/modeling_jamba.py" + "src/transformers/models/dbrx/modeling_dbrx.py", + "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py", + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/flex_olmo/modeling_flex_olmo.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/gpt_oss/modeling_gpt_oss.py", + "src/transformers/models/granitemoe/modeling_granitemoe.py", + "src/transformers/models/granitemoehybrid/modeling_granitemoehybrid.py", + "src/transformers/models/granitemoeshared/modeling_granitemoeshared.py", + "src/transformers/models/jamba/modeling_jamba.py" + ], + "shared_directories": [ + "src/transformers/models/dbrx", + "src/transformers/models/ernie4_5_moe", + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/flex_olmo", + "src/transformers/models/glm4v_moe", + "src/transformers/models/gpt_oss", + "src/transformers/models/granitemoe", + "src/transformers/models/granitemoehybrid", + "src/transformers/models/granitemoeshared", + "src/transformers/models/jamba" + ] + } + ] + }, + { + "cluster_id": "pr-scope-45606-2", + "pr_numbers": [ + 45606, + 45607 + ], + "representative_pr_number": 45606, + "average_similarity": 0.775, + "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" + ], + "shared_directories": [ + "tests/models/gemma4", + "tests/models", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 45606, + "right_pr_number": 45607, + "similarity": 0.775, + "content_similarity": 0.825, + "size_similarity": 0.778, + "breadth_similarity": 0.417, + "concentration_similarity": 0.778, + "shared_filenames": [ + "tests/models/gemma4/test_modeling_gemma4.py" ], "shared_directories": [ - "src/transformers/models/dbrx", - "src/transformers/models/ernie4_5_moe", - "src/transformers/models/ernie4_5_vl_moe", - "src/transformers/models/flex_olmo", - "src/transformers/models/glm4v_moe", - "src/transformers/models/gpt_oss", - "src/transformers/models/granitemoe", - "src/transformers/models/granitemoehybrid", - "src/transformers/models/granitemoeshared", - "src/transformers/models/jamba" + "tests/models/gemma4", + "tests/models", + "tests" ] } ] @@ -5228,7 +5283,7 @@ 45977 ], "representative_pr_number": 44794, - "average_similarity": 0.715, + "average_similarity": 0.714, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`, `src/transformers/quantizers/quantizer_gguf.py`; representative PR #44794.", "shared_filenames": [ "src/transformers/integrations/gguf_dequant.py", @@ -5254,7 +5309,7 @@ { "left_pr_number": 44794, "right_pr_number": 45977, - "similarity": 0.715, + "similarity": 0.714, "content_similarity": 0.735, "size_similarity": 0.596, "breadth_similarity": 0.694, @@ -5328,7 +5383,7 @@ 45480 ], "representative_pr_number": 43747, - "average_similarity": 0.674, + "average_similarity": 0.669, "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" @@ -5342,8 +5397,8 @@ { "left_pr_number": 43747, "right_pr_number": 45480, - "similarity": 0.674, - "content_similarity": 0.625, + "similarity": 0.669, + "content_similarity": 0.617, "size_similarity": 0.664, "breadth_similarity": 1.0, "concentration_similarity": 0.751, @@ -5562,7 +5617,7 @@ 46229 ], "representative_pr_number": 45638, - "average_similarity": 0.568, + "average_similarity": 0.566, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/mtp.py`; representative PR #45638.", "shared_filenames": [ "src/transformers/generation/mtp.py" @@ -5577,8 +5632,8 @@ { "left_pr_number": 45638, "right_pr_number": 46229, - "similarity": 0.568, - "content_similarity": 0.576, + "similarity": 0.566, + "content_similarity": 0.573, "size_similarity": 0.612, "breadth_similarity": 0.396, "concentration_similarity": 0.67, @@ -5601,7 +5656,7 @@ 46324 ], "representative_pr_number": 44228, - "average_similarity": 0.562, + "average_similarity": 0.563, "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", @@ -5616,8 +5671,8 @@ { "left_pr_number": 44228, "right_pr_number": 46324, - "similarity": 0.562, - "content_similarity": 0.598, + "similarity": 0.563, + "content_similarity": 0.599, "size_similarity": 0.259, "breadth_similarity": 0.583, "concentration_similarity": 0.926, @@ -5633,6 +5688,45 @@ } ] }, + { + "cluster_id": "pr-scope-47026-2", + "pr_numbers": [ + 47026, + 47046 + ], + "representative_pr_number": 47026, + "average_similarity": 0.559, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/xlstm/modeling_xlstm.py`; representative PR #47026.", + "shared_filenames": [ + "src/transformers/models/xlstm/modeling_xlstm.py" + ], + "shared_directories": [ + "src/transformers/models/xlstm", + "src/transformers/models", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 47026, + "right_pr_number": 47046, + "similarity": 0.559, + "content_similarity": 0.639, + "size_similarity": 0.211, + "breadth_similarity": 0.5, + "concentration_similarity": 0.6, + "shared_filenames": [ + "src/transformers/models/xlstm/modeling_xlstm.py" + ], + "shared_directories": [ + "src/transformers/models/xlstm", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-44101-2", "pr_numbers": [ @@ -5853,7 +5947,7 @@ 43649 ], "representative_pr_number": 43532, - "average_similarity": 0.494, + "average_similarity": 0.495, "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.", "shared_filenames": [ "utils/notification_service.py", @@ -5873,8 +5967,8 @@ { "left_pr_number": 43532, "right_pr_number": 43649, - "similarity": 0.494, - "content_similarity": 0.432, + "similarity": 0.495, + "content_similarity": 0.434, "size_similarity": 0.395, "breadth_similarity": 0.875, "concentration_similarity": 0.893, @@ -5993,41 +6087,6 @@ } ] }, - { - "cluster_id": "pr-scope-46768-2", - "pr_numbers": [ - 46768, - 46838 - ], - "representative_pr_number": 46768, - "average_similarity": 0.487, - "summary": "2 open PRs share weighted file overlap around `src/transformers/testing_utils.py`; representative PR #46768.", - "shared_filenames": [ - "src/transformers/testing_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46768, - "right_pr_number": 46838, - "similarity": 0.487, - "content_similarity": 0.41, - "size_similarity": 0.333, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/testing_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-45682-2", "pr_numbers": [ @@ -6071,6 +6130,35 @@ } ] }, + { + "cluster_id": "pr-scope-46539-2", + "pr_numbers": [ + 46539, + 47043 + ], + "representative_pr_number": 46539, + "average_similarity": 0.475, + "summary": "2 open PRs share weighted file overlap around `conftest.py`; representative PR #46539.", + "shared_filenames": [ + "conftest.py" + ], + "shared_directories": [], + "pairwise": [ + { + "left_pr_number": 46539, + "right_pr_number": 47043, + "similarity": 0.475, + "content_similarity": 0.467, + "size_similarity": 0.689, + "breadth_similarity": 0.25, + "concentration_similarity": 0.393, + "shared_filenames": [ + "conftest.py" + ], + "shared_directories": [] + } + ] + }, { "cluster_id": "pr-scope-46404-2", "pr_numbers": [ @@ -6175,49 +6263,6 @@ } ] }, - { - "cluster_id": "pr-scope-44680-2", - "pr_numbers": [ - 44680, - 45666 - ], - "representative_pr_number": 44680, - "average_similarity": 0.46, - "summary": "2 open PRs share weighted file overlap around `tests/kernels/test_kernels.py`, `src/transformers/integrations/hub_kernels.py`; representative PR #44680.", - "shared_filenames": [ - "tests/kernels/test_kernels.py", - "src/transformers/integrations/hub_kernels.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "tests/kernels", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44680, - "right_pr_number": 45666, - "similarity": 0.46, - "content_similarity": 0.544, - "size_similarity": 0.042, - "breadth_similarity": 0.417, - "concentration_similarity": 0.632, - "shared_filenames": [ - "src/transformers/integrations/hub_kernels.py", - "tests/kernels/test_kernels.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "tests/kernels", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-46113-2", "pr_numbers": [ @@ -6255,45 +6300,6 @@ } ] }, - { - "cluster_id": "pr-scope-32189-2", - "pr_numbers": [ - 32189, - 42655 - ], - "representative_pr_number": 32189, - "average_similarity": 0.451, - "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`; representative PR #32189.", - "shared_filenames": [ - "src/transformers/generation/candidate_generator.py", - "src/transformers/generation/utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 32189, - "right_pr_number": 42655, - "similarity": 0.451, - "content_similarity": 0.483, - "size_similarity": 0.231, - "breadth_similarity": 0.5, - "concentration_similarity": 0.568, - "shared_filenames": [ - "src/transformers/generation/candidate_generator.py", - "src/transformers/generation/utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-45570-2", "pr_numbers": [ @@ -6340,7 +6346,7 @@ 46990 ], "representative_pr_number": 46224, - "average_similarity": 0.436, + "average_similarity": 0.435, "summary": "2 open PRs share weighted file overlap around `tests/test_fsdp_mixin.py`; representative PR #46224.", "shared_filenames": [ "tests/test_fsdp_mixin.py" @@ -6352,8 +6358,8 @@ { "left_pr_number": 46224, "right_pr_number": 46990, - "similarity": 0.436, - "content_similarity": 0.553, + "similarity": 0.435, + "content_similarity": 0.552, "size_similarity": 0.122, "breadth_similarity": 0.047, "concentration_similarity": 0.513, @@ -6610,45 +6616,6 @@ } ] }, - { - "cluster_id": "pr-scope-44369-2", - "pr_numbers": [ - 44369, - 45114 - ], - "representative_pr_number": 44369, - "average_similarity": 0.4, - "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.", - "shared_filenames": [ - "docs/source/en/tasks/zero_shot_object_detection.md" - ], - "shared_directories": [ - "docs/source/en/tasks", - "docs/source/en", - "docs/source", - "docs" - ], - "pairwise": [ - { - "left_pr_number": 44369, - "right_pr_number": 45114, - "similarity": 0.4, - "content_similarity": 0.244, - "size_similarity": 0.808, - "breadth_similarity": 0.625, - "concentration_similarity": 0.919, - "shared_filenames": [ - "docs/source/en/tasks/zero_shot_object_detection.md" - ], - "shared_directories": [ - "docs/source/en/tasks", - "docs/source/en", - "docs/source", - "docs" - ] - } - ] - }, { "cluster_id": "pr-scope-45513-2", "pr_numbers": [ @@ -6709,7 +6676,7 @@ 45552 ], "representative_pr_number": 44642, - "average_similarity": 0.365, + "average_similarity": 0.364, "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.", "shared_filenames": [ "src/transformers/utils/auto_docstring.py" @@ -6723,7 +6690,7 @@ { "left_pr_number": 44642, "right_pr_number": 45552, - "similarity": 0.365, + "similarity": 0.364, "content_similarity": 0.271, "size_similarity": 0.167, "breadth_similarity": 1.0, @@ -6746,7 +6713,7 @@ 46792 ], "representative_pr_number": 45975, - "average_similarity": 0.357, + "average_similarity": 0.356, "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45975.", "shared_filenames": [ "src/transformers/cli/serving/model_manager.py", @@ -6762,7 +6729,7 @@ { "left_pr_number": 45975, "right_pr_number": 46792, - "similarity": 0.357, + "similarity": 0.356, "content_similarity": 0.261, "size_similarity": 0.444, "breadth_similarity": 0.75, @@ -6787,7 +6754,7 @@ 46889 ], "representative_pr_number": 46319, - "average_similarity": 0.353, + "average_similarity": 0.354, "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46319.", "shared_filenames": [], "shared_directories": [ @@ -6799,8 +6766,8 @@ { "left_pr_number": 46319, "right_pr_number": 46889, - "similarity": 0.353, - "content_similarity": 0.081, + "similarity": 0.354, + "content_similarity": 0.082, "size_similarity": 0.974, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -6813,6 +6780,39 @@ } ] }, + { + "cluster_id": "pr-scope-45851-2", + "pr_numbers": [ + 45851, + 46357 + ], + "representative_pr_number": 45851, + "average_similarity": 0.348, + "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": 0.348, + "content_similarity": 0.12, + "size_similarity": 0.761, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + "docs/source/en", + "docs/source", + "docs" + ] + } + ] + }, { "cluster_id": "pr-scope-46004-2", "pr_numbers": [ @@ -6820,7 +6820,7 @@ 46771 ], "representative_pr_number": 46004, - "average_similarity": 0.349, + "average_similarity": 0.347, "summary": "2 open PRs share weighted file overlap around `src/transformers/image_processing_backends.py`; representative PR #46004.", "shared_filenames": [ "src/transformers/image_processing_backends.py" @@ -6833,8 +6833,8 @@ { "left_pr_number": 46004, "right_pr_number": 46771, - "similarity": 0.349, - "content_similarity": 0.409, + "similarity": 0.347, + "content_similarity": 0.406, "size_similarity": 0.039, "breadth_similarity": 0.292, "concentration_similarity": 0.549, @@ -6847,39 +6847,6 @@ ] } ] - }, - { - "cluster_id": "pr-scope-45851-2", - "pr_numbers": [ - 45851, - 46357 - ], - "representative_pr_number": 45851, - "average_similarity": 0.347, - "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": 0.347, - "content_similarity": 0.118, - "size_similarity": 0.761, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - } - ] } ] }