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": "20260519T060042Z", - "generated_at": "2026-05-19T06:03:09Z", - "cluster_count": 52, + "snapshot_id": "20260519T120033Z", + "generated_at": "2026-05-19T12:02:58Z", + "cluster_count": 49, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-11", @@ -20,7 +20,7 @@ 45994 ], "representative_pr_number": 45067, - "average_similarity": 0.419, + "average_similarity": 0.418, "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" @@ -33,8 +33,8 @@ { "left_pr_number": 44189, "right_pr_number": 45067, - "similarity": 0.774, - "content_similarity": 0.857, + "similarity": 0.773, + "content_similarity": 0.856, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -49,8 +49,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.612, - "content_similarity": 0.446, + "similarity": 0.611, + "content_similarity": 0.444, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -65,8 +65,8 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.538, - "content_similarity": 0.401, + "similarity": 0.537, + "content_similarity": 0.399, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -81,8 +81,8 @@ { "left_pr_number": 43651, "right_pr_number": 45067, - "similarity": 0.51, - "content_similarity": 0.36, + "similarity": 0.509, + "content_similarity": 0.359, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -97,8 +97,8 @@ { "left_pr_number": 43663, "right_pr_number": 44123, - "similarity": 0.498, - "content_similarity": 0.4, + "similarity": 0.497, + "content_similarity": 0.398, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -113,8 +113,8 @@ { "left_pr_number": 44660, "right_pr_number": 45994, - "similarity": 0.491, - "content_similarity": 0.303, + "similarity": 0.49, + "content_similarity": 0.302, "size_similarity": 0.857, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -129,8 +129,8 @@ { "left_pr_number": 44257, "right_pr_number": 44660, - "similarity": 0.486, - "content_similarity": 0.266, + "similarity": 0.485, + "content_similarity": 0.264, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -145,8 +145,8 @@ { "left_pr_number": 44123, "right_pr_number": 45067, - "similarity": 0.47, - "content_similarity": 0.36, + "similarity": 0.469, + "content_similarity": 0.358, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -161,8 +161,8 @@ { "left_pr_number": 43663, "right_pr_number": 44660, - "similarity": 0.46, - "content_similarity": 0.392, + "similarity": 0.459, + "content_similarity": 0.39, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -177,8 +177,8 @@ { "left_pr_number": 43663, "right_pr_number": 45994, - "similarity": 0.46, - "content_similarity": 0.383, + "similarity": 0.459, + "content_similarity": 0.381, "size_similarity": 0.28, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -193,8 +193,8 @@ { "left_pr_number": 44257, "right_pr_number": 45994, - "similarity": 0.46, - "content_similarity": 0.26, + "similarity": 0.459, + "content_similarity": 0.258, "size_similarity": 0.857, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -209,8 +209,8 @@ { "left_pr_number": 43636, "right_pr_number": 43663, - "similarity": 0.459, - "content_similarity": 0.347, + "similarity": 0.458, + "content_similarity": 0.345, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -225,8 +225,8 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.459, - "content_similarity": 0.299, + "similarity": 0.458, + "content_similarity": 0.298, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -241,8 +241,8 @@ { "left_pr_number": 44189, "right_pr_number": 45994, - "similarity": 0.44, - "content_similarity": 0.292, + "similarity": 0.439, + "content_similarity": 0.291, "size_similarity": 0.571, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -255,11 +255,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44189, - "similarity": 0.439, - "content_similarity": 0.378, - "size_similarity": 0.16, + "left_pr_number": 43636, + "right_pr_number": 43651, + "similarity": 0.437, + "content_similarity": 0.279, + "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -271,11 +271,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43651, - "similarity": 0.438, - "content_similarity": 0.28, - "size_similarity": 0.611, + "left_pr_number": 43663, + "right_pr_number": 44189, + "similarity": 0.437, + "content_similarity": 0.376, + "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -289,8 +289,8 @@ { "left_pr_number": 44189, "right_pr_number": 45055, - "similarity": 0.437, - "content_similarity": 0.249, + "similarity": 0.436, + "content_similarity": 0.248, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -305,8 +305,8 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.434, - "content_similarity": 0.312, + "similarity": 0.433, + "content_similarity": 0.31, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -321,8 +321,8 @@ { "left_pr_number": 43636, "right_pr_number": 45994, - "similarity": 0.433, - "content_similarity": 0.268, + "similarity": 0.432, + "content_similarity": 0.267, "size_similarity": 0.636, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -337,8 +337,8 @@ { "left_pr_number": 44660, "right_pr_number": 45067, - "similarity": 0.433, - "content_similarity": 0.353, + "similarity": 0.432, + "content_similarity": 0.351, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -353,8 +353,8 @@ { "left_pr_number": 45067, "right_pr_number": 45994, - "similarity": 0.433, - "content_similarity": 0.345, + "similarity": 0.432, + "content_similarity": 0.343, "size_similarity": 0.28, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -369,8 +369,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.429, - "content_similarity": 0.256, + "similarity": 0.428, + "content_similarity": 0.255, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -385,8 +385,8 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.425, - "content_similarity": 0.323, + "similarity": 0.424, + "content_similarity": 0.322, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -401,8 +401,8 @@ { "left_pr_number": 43651, "right_pr_number": 45994, - "similarity": 0.425, - "content_similarity": 0.31, + "similarity": 0.424, + "content_similarity": 0.308, "size_similarity": 0.389, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -417,8 +417,8 @@ { "left_pr_number": 43636, "right_pr_number": 44660, - "similarity": 0.424, - "content_similarity": 0.274, + "similarity": 0.423, + "content_similarity": 0.273, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -433,8 +433,8 @@ { "left_pr_number": 43651, "right_pr_number": 44660, - "similarity": 0.422, - "content_similarity": 0.317, + "similarity": 0.421, + "content_similarity": 0.315, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -449,8 +449,8 @@ { "left_pr_number": 43663, "right_pr_number": 44257, - "similarity": 0.421, - "content_similarity": 0.336, + "similarity": 0.42, + "content_similarity": 0.334, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -465,8 +465,8 @@ { "left_pr_number": 44660, "right_pr_number": 45055, - "similarity": 0.406, - "content_similarity": 0.259, + "similarity": 0.405, + "content_similarity": 0.257, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -481,8 +481,8 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.397, - "content_similarity": 0.306, + "similarity": 0.396, + "content_similarity": 0.304, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -497,8 +497,8 @@ { "left_pr_number": 43663, "right_pr_number": 45055, - "similarity": 0.397, - "content_similarity": 0.327, + "similarity": 0.396, + "content_similarity": 0.325, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -513,8 +513,8 @@ { "left_pr_number": 44257, "right_pr_number": 45067, - "similarity": 0.397, - "content_similarity": 0.302, + "similarity": 0.396, + "content_similarity": 0.301, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -529,8 +529,8 @@ { "left_pr_number": 43636, "right_pr_number": 44257, - "similarity": 0.396, - "content_similarity": 0.235, + "similarity": 0.395, + "content_similarity": 0.234, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -545,8 +545,8 @@ { "left_pr_number": 45055, "right_pr_number": 45994, - "similarity": 0.391, - "content_similarity": 0.253, + "similarity": 0.39, + "content_similarity": 0.251, "size_similarity": 0.429, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -561,8 +561,8 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.39, - "content_similarity": 0.264, + "similarity": 0.389, + "content_similarity": 0.263, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -577,8 +577,8 @@ { "left_pr_number": 43651, "right_pr_number": 44257, - "similarity": 0.39, - "content_similarity": 0.271, + "similarity": 0.389, + "content_similarity": 0.27, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -593,8 +593,8 @@ { "left_pr_number": 44123, "right_pr_number": 44660, - "similarity": 0.388, - "content_similarity": 0.317, + "similarity": 0.387, + "content_similarity": 0.315, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -609,8 +609,8 @@ { "left_pr_number": 44123, "right_pr_number": 45994, - "similarity": 0.386, - "content_similarity": 0.309, + "similarity": 0.384, + "content_similarity": 0.308, "size_similarity": 0.127, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -626,7 +626,7 @@ "left_pr_number": 45055, "right_pr_number": 45273, "similarity": 0.384, - "content_similarity": 0.192, + "content_similarity": 0.191, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -642,7 +642,7 @@ "left_pr_number": 44189, "right_pr_number": 45273, "similarity": 0.38, - "content_similarity": 0.222, + "content_similarity": 0.221, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -657,8 +657,8 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.38, - "content_similarity": 0.221, + "similarity": 0.379, + "content_similarity": 0.22, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -673,8 +673,8 @@ { "left_pr_number": 43636, "right_pr_number": 44123, - "similarity": 0.376, - "content_similarity": 0.28, + "similarity": 0.375, + "content_similarity": 0.278, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -689,8 +689,8 @@ { "left_pr_number": 44123, "right_pr_number": 44189, - "similarity": 0.375, - "content_similarity": 0.305, + "similarity": 0.373, + "content_similarity": 0.304, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -705,8 +705,8 @@ { "left_pr_number": 45055, "right_pr_number": 45067, - "similarity": 0.374, - "content_similarity": 0.294, + "similarity": 0.373, + "content_similarity": 0.293, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -721,8 +721,8 @@ { "left_pr_number": 43663, "right_pr_number": 45273, - "similarity": 0.366, - "content_similarity": 0.291, + "similarity": 0.365, + "content_similarity": 0.29, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -737,8 +737,8 @@ { "left_pr_number": 44660, "right_pr_number": 45273, - "similarity": 0.361, - "content_similarity": 0.23, + "similarity": 0.36, + "content_similarity": 0.229, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -753,8 +753,8 @@ { "left_pr_number": 43651, "right_pr_number": 45055, - "similarity": 0.36, - "content_similarity": 0.264, + "similarity": 0.359, + "content_similarity": 0.263, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -769,8 +769,8 @@ { "left_pr_number": 44123, "right_pr_number": 44257, - "similarity": 0.356, - "content_similarity": 0.271, + "similarity": 0.355, + "content_similarity": 0.27, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -785,8 +785,8 @@ { "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.351, - "content_similarity": 0.229, + "similarity": 0.35, + "content_similarity": 0.227, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -801,8 +801,8 @@ { "left_pr_number": 45273, "right_pr_number": 45994, - "similarity": 0.35, - "content_similarity": 0.225, + "similarity": 0.349, + "content_similarity": 0.224, "size_similarity": 0.286, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -817,8 +817,8 @@ { "left_pr_number": 45067, "right_pr_number": 45273, - "similarity": 0.345, - "content_similarity": 0.262, + "similarity": 0.344, + "content_similarity": 0.261, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -833,8 +833,8 @@ { "left_pr_number": 44123, "right_pr_number": 45055, - "similarity": 0.343, - "content_similarity": 0.264, + "similarity": 0.342, + "content_similarity": 0.262, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -849,8 +849,8 @@ { "left_pr_number": 44257, "right_pr_number": 45273, - "similarity": 0.338, - "content_similarity": 0.197, + "similarity": 0.337, + "content_similarity": 0.196, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -865,8 +865,8 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.331, - "content_similarity": 0.235, + "similarity": 0.33, + "content_similarity": 0.234, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -881,8 +881,8 @@ { "left_pr_number": 43636, "right_pr_number": 45273, - "similarity": 0.32, - "content_similarity": 0.204, + "similarity": 0.319, + "content_similarity": 0.202, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -897,8 +897,8 @@ { "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.32, - "content_similarity": 0.235, + "similarity": 0.319, + "content_similarity": 0.234, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -913,677 +913,460 @@ ] }, { - "cluster_id": "pr-scope-45202-7", + "cluster_id": "pr-scope-44974-5", "pr_numbers": [ - 45202, - 45294, - 45438, - 45606, - 45817, - 45883, - 46049 + 44974, + 45421, + 45635, + 45996, + 46067 ], - "representative_pr_number": 45438, - "average_similarity": 0.445, - "summary": "7 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.", + "representative_pr_number": 45635, + "average_similarity": 0.553, + "summary": "5 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `src/transformers/integrations/deepspeed.py`; representative PR #45635.", "shared_filenames": [ - "src/transformers/models/gemma4/modular_gemma4.py", - "src/transformers/models/gemma4/modeling_gemma4.py", - "tests/models/gemma4/test_modeling_gemma4.py", - "docs/source/en/model_doc/gemma4.md", - "src/transformers/models/auto/modeling_auto.py" + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py", + "src/transformers/integrations/deepspeed.py", + "src/transformers/integrations/accelerate.py", + "tests/test_modeling_common.py" ], "shared_directories": [ - "src/transformers/models/gemma4", - "src/transformers/models", "src/transformers", - "src", - "tests/models/gemma4", - "tests/models", "tests", - "docs/source/en/model_doc" + "src", + "tests/utils", + "src/transformers/integrations" ], "pairwise": [ { - "left_pr_number": 45294, - "right_pr_number": 45438, - "similarity": 0.762, - "content_similarity": 0.785, - "size_similarity": 0.42, - "breadth_similarity": 1.0, - "concentration_similarity": 0.989, + "left_pr_number": 45996, + "right_pr_number": 46067, + "similarity": 0.852, + "content_similarity": 0.852, + "size_similarity": 0.808, + "breadth_similarity": 0.9, + "concentration_similarity": 0.884, "shared_filenames": [ - "docs/source/en/model_doc/gemma4.md", - "src/transformers/models/auto/modeling_auto.py", - "src/transformers/models/gemma4/modeling_gemma4.py", - "src/transformers/models/gemma4/modular_gemma4.py", - "tests/models/gemma4/test_modeling_gemma4.py" + "src/transformers/core_model_loading.py", + "src/transformers/integrations/accelerate.py", + "src/transformers/integrations/deepspeed.py", + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ - "docs/source/en/model_doc", - "src/transformers/models/auto", - "src/transformers/models/gemma4", - "docs/source/en", - "src/transformers/models", - "tests/models/gemma4", - "docs/source", + "src/transformers/integrations", "src/transformers", - "tests/models", - "docs" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 45883, - "right_pr_number": 46049, - "similarity": 0.742, - "content_similarity": 0.807, - "size_similarity": 0.179, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 44974, + "right_pr_number": 45635, + "similarity": 0.713, + "content_similarity": 0.712, + "size_similarity": 0.59, + "breadth_similarity": 0.8, + "concentration_similarity": 0.929, "shared_filenames": [ - "src/transformers/models/gemma4/modeling_gemma4.py", - "src/transformers/models/gemma4/modular_gemma4.py" + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ - "src/transformers/models/gemma4", - "src/transformers/models", "src/transformers", - 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"src/transformers/core_model_loading.py" + "tests/models/gemma4/test_modeling_gemma4.py" ], "shared_directories": [ - "src/transformers", - "src", + "tests/models/gemma4", + "tests/models", "tests" ] }, { - "left_pr_number": 45421, - "right_pr_number": 45666, - "similarity": 0.287, - "content_similarity": 0.155, - "size_similarity": 0.325, - "breadth_similarity": 0.845, - "concentration_similarity": 0.902, + "left_pr_number": 45438, + "right_pr_number": 45607, + "similarity": 0.169, + "content_similarity": 0.122, + "size_similarity": 0.098, + "breadth_similarity": 0.225, + "concentration_similarity": 0.92, "shared_filenames": [ - "src/transformers/core_model_loading.py" + "tests/models/gemma4/test_modeling_gemma4.py" ], "shared_directories": [ - "src/transformers", - "src", + "tests/models/gemma4", + "tests/models", "tests" ] } @@ -1640,7 +1423,7 @@ "left_pr_number": 45546, "right_pr_number": 45668, "similarity": 0.804, - "content_similarity": 0.776, + "content_similarity": 0.775, "size_similarity": 0.773, "breadth_similarity": 1.0, "concentration_similarity": 0.903, @@ -1662,7 +1445,7 @@ "left_pr_number": 45296, "right_pr_number": 45546, "similarity": 0.782, - "content_similarity": 0.79, + "content_similarity": 0.789, "size_similarity": 0.576, "breadth_similarity": 1.0, "concentration_similarity": 0.859, @@ -1786,8 +1569,8 @@ { "left_pr_number": 41097, "right_pr_number": 43549, - "similarity": 0.549, - "content_similarity": 0.441, + "similarity": 0.548, + "content_similarity": 0.44, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1803,7 +1586,7 @@ "left_pr_number": 44547, "right_pr_number": 46013, "similarity": 0.515, - "content_similarity": 0.308, + "content_similarity": 0.307, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1818,7 +1601,7 @@ { "left_pr_number": 41097, "right_pr_number": 46013, - "similarity": 0.444, + "similarity": 0.443, "content_similarity": 0.385, "size_similarity": 0.16, "breadth_similarity": 1.0, @@ -1835,7 +1618,7 @@ "left_pr_number": 43549, "right_pr_number": 44547, "similarity": 0.436, - "content_similarity": 0.352, + "content_similarity": 0.351, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1851,7 +1634,7 @@ "left_pr_number": 41097, "right_pr_number": 44547, "similarity": 0.395, - "content_similarity": 0.316, + "content_similarity": 0.315, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1874,7 +1657,7 @@ 45985 ], "representative_pr_number": 45985, - "average_similarity": 0.508, + "average_similarity": 0.516, "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", "shared_filenames": [ "src/transformers/generation/utils.py" @@ -1888,8 +1671,8 @@ { "left_pr_number": 34667, "right_pr_number": 45985, - "similarity": 0.603, - "content_similarity": 0.489, + "similarity": 0.611, + "content_similarity": 0.501, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1905,8 +1688,8 @@ { "left_pr_number": 39683, "right_pr_number": 45985, - "similarity": 0.599, - "content_similarity": 0.502, + "similarity": 0.608, + "content_similarity": 0.514, "size_similarity": 0.652, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1922,8 +1705,8 @@ { "left_pr_number": 34667, "right_pr_number": 39683, - "similarity": 0.525, - "content_similarity": 0.434, + "similarity": 0.534, + "content_similarity": 0.446, "size_similarity": 0.478, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1939,8 +1722,8 @@ { "left_pr_number": 44872, "right_pr_number": 45985, - "similarity": 0.463, - "content_similarity": 0.404, + "similarity": 0.471, + "content_similarity": 0.416, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1956,8 +1739,8 @@ { "left_pr_number": 34667, "right_pr_number": 44872, - "similarity": 0.436, - "content_similarity": 0.349, + "similarity": 0.443, + "content_similarity": 0.36, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1973,8 +1756,8 @@ { "left_pr_number": 39683, "right_pr_number": 44872, - "similarity": 0.42, - "content_similarity": 0.358, + "similarity": 0.428, + "content_similarity": 0.369, "size_similarity": 0.13, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2077,7 +1860,7 @@ 44676 ], "representative_pr_number": 44059, - "average_similarity": 0.567, + "average_similarity": 0.566, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.", "shared_filenames": [ "src/transformers/models/gpt2/modeling_gpt2.py" @@ -2092,8 +1875,8 @@ { "left_pr_number": 44059, "right_pr_number": 44676, - "similarity": 0.678, - "content_similarity": 0.741, + "similarity": 0.677, + "content_similarity": 0.74, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2111,7 +1894,7 @@ "left_pr_number": 44015, "right_pr_number": 44059, "similarity": 0.611, - "content_similarity": 0.674, + "content_similarity": 0.673, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -2128,7 +1911,7 @@ { "left_pr_number": 44015, "right_pr_number": 44676, - "similarity": 0.412, + "similarity": 0.411, "content_similarity": 0.498, "size_similarity": 0.034, "breadth_similarity": 0.333, @@ -2187,7 +1970,7 @@ "left_pr_number": 41606, "right_pr_number": 45422, "similarity": 0.5, - "content_similarity": 0.423, + "content_similarity": 0.422, "size_similarity": 0.569, "breadth_similarity": 0.75, "concentration_similarity": 0.881, @@ -2204,8 +1987,8 @@ { "left_pr_number": 44543, "right_pr_number": 45422, - "similarity": 0.487, - "content_similarity": 0.46, + "similarity": 0.486, + "content_similarity": 0.459, "size_similarity": 0.331, "breadth_similarity": 0.75, "concentration_similarity": 0.802, @@ -2283,7 +2066,7 @@ "left_pr_number": 43997, "right_pr_number": 44019, "similarity": 0.275, - "content_similarity": 0.024, + "content_similarity": 0.023, "size_similarity": 0.722, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2325,7 +2108,7 @@ "left_pr_number": 42975, "right_pr_number": 45077, "similarity": 0.678, - "content_similarity": 0.622, + "content_similarity": 0.621, "size_similarity": 0.731, "breadth_similarity": 0.833, "concentration_similarity": 1.0, @@ -2349,8 +2132,8 @@ { "left_pr_number": 42976, "right_pr_number": 45077, - "similarity": 0.489, - "content_similarity": 0.517, + "similarity": 0.488, + "content_similarity": 0.516, "size_similarity": 0.074, "breadth_similarity": 0.659, "concentration_similarity": 1.0, @@ -2369,8 +2152,8 @@ { "left_pr_number": 42975, "right_pr_number": 42976, - "similarity": 0.41, - "content_similarity": 0.406, + "similarity": 0.409, + "content_similarity": 0.405, "size_similarity": 0.101, "breadth_similarity": 0.606, "concentration_similarity": 1.0, @@ -2398,7 +2181,7 @@ 44682 ], "representative_pr_number": 43656, - "average_similarity": 0.464, + "average_similarity": 0.472, "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.", "shared_filenames": [ "src/transformers/cli/serve.py" @@ -2412,8 +2195,8 @@ { "left_pr_number": 43656, "right_pr_number": 43842, - "similarity": 0.565, - "content_similarity": 0.546, + "similarity": 0.574, + "content_similarity": 0.558, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2429,8 +2212,8 @@ { "left_pr_number": 43656, "right_pr_number": 44682, - "similarity": 0.43, - "content_similarity": 0.475, + "similarity": 0.437, + "content_similarity": 0.485, "size_similarity": 0.048, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -2446,8 +2229,8 @@ { "left_pr_number": 43842, "right_pr_number": 44682, - "similarity": 0.398, - "content_similarity": 0.437, + "similarity": 0.404, + "content_similarity": 0.446, "size_similarity": 0.011, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -2470,7 +2253,7 @@ 45827 ], "representative_pr_number": 45783, - "average_similarity": 0.423, + "average_similarity": 0.428, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #45783.", "shared_filenames": [ "src/transformers/models/glm46v/modeling_glm46v.py", @@ -2496,8 +2279,8 @@ { "left_pr_number": 44907, "right_pr_number": 45783, - "similarity": 0.485, - "content_similarity": 0.486, + "similarity": 0.484, + "content_similarity": 0.485, "size_similarity": 0.078, "breadth_similarity": 0.836, "concentration_similarity": 0.986, @@ -2529,11 +2312,11 @@ { "left_pr_number": 45783, "right_pr_number": 45827, - "similarity": 0.431, - "content_similarity": 0.467, - "size_similarity": 0.177, - "breadth_similarity": 0.309, - "concentration_similarity": 0.932, + "similarity": 0.432, + "content_similarity": 0.474, + "size_similarity": 0.162, + "breadth_similarity": 0.304, + "concentration_similarity": 0.926, "shared_filenames": [ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py", @@ -2562,11 +2345,11 @@ { "left_pr_number": 44907, "right_pr_number": 45827, - "similarity": 0.354, - "content_similarity": 0.293, - "size_similarity": 0.439, - "breadth_similarity": 0.375, - "concentration_similarity": 0.918, + "similarity": 0.368, + "content_similarity": 0.305, + "size_similarity": 0.48, + "breadth_similarity": 0.368, + "concentration_similarity": 0.912, "shared_filenames": [ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/glm46v/modeling_glm46v.py", @@ -2602,132 +2385,60 @@ 45655 ], "representative_pr_number": 45649, - "average_similarity": 0.415, - "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45649, - "right_pr_number": 45655, - "similarity": 0.505, - "content_similarity": 0.341, - "size_similarity": 0.778, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45548, - "right_pr_number": 45649, - "similarity": 0.389, - "content_similarity": 0.345, - "size_similarity": 0.149, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45548, - "right_pr_number": 45655, - "similarity": 0.35, - "content_similarity": 0.281, - "size_similarity": 0.191, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44385-3", - "pr_numbers": [ - 44385, - 44615, - 45524 - ], - "representative_pr_number": 44615, - "average_similarity": 0.406, - "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.", + "average_similarity": 0.422, + "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/utils", "src/transformers", "src" ], "pairwise": [ { - "left_pr_number": 44615, - "right_pr_number": 45524, - "similarity": 0.423, - "content_similarity": 0.341, - "size_similarity": 0.229, + "left_pr_number": 45649, + "right_pr_number": 45655, + "similarity": 0.516, + "content_similarity": 0.356, + "size_similarity": 0.778, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/utils", "src/transformers", "src" ] }, { - "left_pr_number": 44385, - "right_pr_number": 44615, - "similarity": 0.409, - "content_similarity": 0.337, - "size_similarity": 0.371, - "breadth_similarity": 0.667, + "left_pr_number": 45548, + "right_pr_number": 45649, + "similarity": 0.397, + "content_similarity": 0.357, + "size_similarity": 0.149, + "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/utils", "src/transformers", "src" ] }, { - "left_pr_number": 44385, - "right_pr_number": 45524, - "similarity": 0.385, - "content_similarity": 0.252, - "size_similarity": 0.615, - "breadth_similarity": 0.667, + "left_pr_number": 45548, + "right_pr_number": 45655, + "similarity": 0.354, + "content_similarity": 0.286, + "size_similarity": 0.191, + "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/utils", "src/transformers", "src" ] @@ -2824,7 +2535,7 @@ "left_pr_number": 45829, "right_pr_number": 46041, "similarity": 0.34, - "content_similarity": 0.364, + "content_similarity": 0.363, "size_similarity": 0.022, "breadth_similarity": 0.472, "concentration_similarity": 0.702, @@ -2846,6 +2557,78 @@ } ] }, + { + "cluster_id": "pr-scope-44385-3", + "pr_numbers": [ + 44385, + 44615, + 45524 + ], + "representative_pr_number": 44615, + "average_similarity": 0.405, + "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.", + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], + "shared_directories": [ + "src/transformers/utils", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 44615, + "right_pr_number": 45524, + "similarity": 0.422, + "content_similarity": 0.34, + "size_similarity": 0.229, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], + "shared_directories": [ + "src/transformers/utils", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44385, + "right_pr_number": 44615, + "similarity": 0.408, + "content_similarity": 0.336, + "size_similarity": 0.371, + "breadth_similarity": 0.667, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], + "shared_directories": [ + "src/transformers/utils", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44385, + "right_pr_number": 45524, + "similarity": 0.384, + "content_similarity": 0.25, + "size_similarity": 0.615, + "breadth_similarity": 0.667, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], + "shared_directories": [ + "src/transformers/utils", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-33686-3", "pr_numbers": [ @@ -2854,7 +2637,7 @@ 44550 ], "representative_pr_number": 44550, - "average_similarity": 0.363, + "average_similarity": 0.366, "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", "shared_filenames": [], "shared_directories": [ @@ -2867,8 +2650,8 @@ { "left_pr_number": 33686, "right_pr_number": 44550, - "similarity": 0.385, - "content_similarity": 0.122, + "similarity": 0.389, + "content_similarity": 0.127, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2883,8 +2666,8 @@ { "left_pr_number": 44407, "right_pr_number": 44550, - "similarity": 0.357, - "content_similarity": 0.091, + "similarity": 0.36, + "content_similarity": 0.095, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2898,8 +2681,8 @@ { "left_pr_number": 33686, "right_pr_number": 44407, - "similarity": 0.347, - "content_similarity": 0.077, + "similarity": 0.351, + "content_similarity": 0.081, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2935,8 +2718,8 @@ { "left_pr_number": 44889, "right_pr_number": 44981, - "similarity": 0.399, - "content_similarity": 0.157, + "similarity": 0.398, + "content_similarity": 0.156, "size_similarity": 0.991, "breadth_similarity": 1.0, "concentration_similarity": 0.812, @@ -2953,8 +2736,8 @@ { "left_pr_number": 44981, "right_pr_number": 45917, - "similarity": 0.355, - "content_similarity": 0.109, + "similarity": 0.354, + "content_similarity": 0.108, "size_similarity": 0.87, "breadth_similarity": 1.0, "concentration_similarity": 0.959, @@ -2970,7 +2753,7 @@ "left_pr_number": 44889, "right_pr_number": 45917, "similarity": 0.33, - "content_similarity": 0.08, + "content_similarity": 0.079, "size_similarity": 0.879, "breadth_similarity": 1.0, "concentration_similarity": 0.852, @@ -2984,74 +2767,6 @@ } ] }, - { - "cluster_id": "pr-scope-46052-3", - "pr_numbers": [ - 46052, - 46058, - 46062 - ], - "representative_pr_number": 46052, - "average_similarity": 0.352, - "summary": "3 open PRs cluster in `docs/source/en/model_doc`, `docs/source/en`, `docs/source` with similar change breadth; representative PR #46052.", - "shared_filenames": [], - "shared_directories": [ - "docs/source/en/model_doc", - "docs/source/en", - "docs/source", - "docs" - ], - "pairwise": [ - { - "left_pr_number": 46052, - "right_pr_number": 46058, - "similarity": 0.353, - "content_similarity": 0.075, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en/model_doc", - "docs/source/en", - "docs/source", - "docs" - ] - }, - { - "left_pr_number": 46052, - "right_pr_number": 46062, - "similarity": 0.353, - "content_similarity": 0.075, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en/model_doc", - "docs/source/en", - "docs/source", - "docs" - ] - }, - { - "left_pr_number": 46058, - "right_pr_number": 46062, - "similarity": 0.351, - "content_similarity": 0.074, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en/model_doc", - "docs/source/en", - "docs/source", - "docs" - ] - } - ] - }, { "cluster_id": "pr-scope-44018-2", "pr_numbers": [ @@ -3265,6 +2980,51 @@ } ] }, + { + "cluster_id": "pr-scope-45683-2", + "pr_numbers": [ + 45683, + 45734 + ], + "representative_pr_number": 45683, + "average_similarity": 0.849, + "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/base.py`, `tests/quantization/bnb/test_4bit.py`; representative PR #45683.", + "shared_filenames": [ + "src/transformers/quantizers/base.py", + "tests/quantization/bnb/test_4bit.py" + ], + "shared_directories": [ + "tests/quantization/bnb", + "src/transformers/quantizers", + "tests/quantization", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45683, + "right_pr_number": 45734, + "similarity": 0.849, + "content_similarity": 0.88, + "size_similarity": 0.596, + "breadth_similarity": 1.0, + "concentration_similarity": 0.876, + "shared_filenames": [ + "src/transformers/quantizers/base.py", + "tests/quantization/bnb/test_4bit.py" + ], + "shared_directories": [ + "src/transformers/quantizers", + "tests/quantization/bnb", + "src/transformers", + "tests/quantization", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-43543-2", "pr_numbers": [ @@ -3311,66 +3071,21 @@ "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-45683-2", - "pr_numbers": [ - 45683, - 45734 - ], - "representative_pr_number": 45683, - "average_similarity": 0.817, - "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/base.py`, `tests/quantization/bnb/test_4bit.py`; representative PR #45683.", - "shared_filenames": [ - "src/transformers/quantizers/base.py", - "tests/quantization/bnb/test_4bit.py" - ], - "shared_directories": [ - "tests/quantization/bnb", - "src/transformers/quantizers", - "tests/quantization", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45683, - "right_pr_number": 45734, - "similarity": 0.817, - "content_similarity": 0.865, - "size_similarity": 0.456, - "breadth_similarity": 1.0, - "concentration_similarity": 0.871, - "shared_filenames": [ - "src/transformers/quantizers/base.py", - "tests/quantization/bnb/test_4bit.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/quantizers", - "tests/quantization/bnb", - "src/transformers", - "tests/quantization", - "src", - "tests" + "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" ] } ] @@ -3399,7 +3114,7 @@ "left_pr_number": 45639, "right_pr_number": 45645, "similarity": 0.783, - "content_similarity": 0.845, + "content_similarity": 0.844, "size_similarity": 0.646, "breadth_similarity": 0.5, "concentration_similarity": 0.893, @@ -3416,6 +3131,67 @@ } ] }, + { + "cluster_id": "pr-scope-44794-2", + "pr_numbers": [ + 44794, + 45977 + ], + "representative_pr_number": 44794, + "average_similarity": 0.725, + "summary": "2 open PRs share weighted file overlap around `docs/source/en/gguf.md`, `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`; representative PR #44794.", + "shared_filenames": [ + "docs/source/en/gguf.md", + "src/transformers/integrations/gguf_dequant.py", + "src/transformers/quantizers/__init__.py", + "src/transformers/quantizers/quantizer_gguf.py", + "src/transformers/gguf_conversion_ops.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "tests/quantization/ggml", + "src/transformers/quantizers", + "src/transformers/integrations", + "docs/source/en", + "tests/quantization", + "docs/source", + "src/transformers", + "docs" + ], + "pairwise": [ + { + "left_pr_number": 44794, + "right_pr_number": 45977, + "similarity": 0.725, + "content_similarity": 0.71, + "size_similarity": 0.709, + "breadth_similarity": 0.781, + "concentration_similarity": 0.871, + "shared_filenames": [ + "docs/source/en/gguf.md", + "src/transformers/gguf_conversion_ops.py", + "src/transformers/integrations/gguf_dequant.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "src/transformers/modeling_utils.py", + "src/transformers/quantizers/__init__.py", + "src/transformers/quantizers/quantizer_gguf.py" + ], + "shared_directories": [ + "docs/source/en", + "src/transformers/integrations", + "src/transformers/quantizers", + "tests/quantization/ggml", + "docs/source", + "src/transformers", + "tests/quantization", + "docs", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-41901-2", "pr_numbers": [ @@ -3514,67 +3290,6 @@ } ] }, - { - "cluster_id": "pr-scope-44794-2", - "pr_numbers": [ - 44794, - 45977 - ], - "representative_pr_number": 44794, - "average_similarity": 0.701, - "summary": "2 open PRs share weighted file overlap around `docs/source/en/gguf.md`, `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`; representative PR #44794.", - "shared_filenames": [ - "docs/source/en/gguf.md", - "src/transformers/integrations/gguf_dequant.py", - "src/transformers/quantizers/__init__.py", - "src/transformers/quantizers/quantizer_gguf.py", - "src/transformers/gguf_conversion_ops.py", - "src/transformers/modeling_gguf_pytorch_utils.py", - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "tests/quantization/ggml", - "src/transformers/quantizers", - "src/transformers/integrations", - "docs/source/en", - "tests/quantization", - "docs/source", - "src/transformers", - "docs" - ], - "pairwise": [ - { - "left_pr_number": 44794, - "right_pr_number": 45977, - "similarity": 0.701, - "content_similarity": 0.689, - "size_similarity": 0.667, - "breadth_similarity": 0.757, - "concentration_similarity": 0.857, - "shared_filenames": [ - "docs/source/en/gguf.md", - "src/transformers/gguf_conversion_ops.py", - "src/transformers/integrations/gguf_dequant.py", - "src/transformers/modeling_gguf_pytorch_utils.py", - "src/transformers/modeling_utils.py", - "src/transformers/quantizers/__init__.py", - "src/transformers/quantizers/quantizer_gguf.py" - ], - "shared_directories": [ - "docs/source/en", - "src/transformers/integrations", - "src/transformers/quantizers", - "tests/quantization/ggml", - "docs/source", - "src/transformers", - "tests/quantization", - "docs", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-43747-2", "pr_numbers": [ @@ -3597,7 +3312,7 @@ "left_pr_number": 43747, "right_pr_number": 45480, "similarity": 0.682, - "content_similarity": 0.636, + "content_similarity": 0.635, "size_similarity": 0.664, "breadth_similarity": 1.0, "concentration_similarity": 0.751, @@ -3691,7 +3406,7 @@ 45627 ], "representative_pr_number": 42668, - "average_similarity": 0.663, + "average_similarity": 0.662, "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_processor_auto.py`, `src/transformers/processing_utils.py`; representative PR #42668.", "shared_filenames": [ "tests/models/auto/test_processor_auto.py", @@ -3708,8 +3423,8 @@ { "left_pr_number": 42668, "right_pr_number": 45627, - "similarity": 0.663, - "content_similarity": 0.807, + "similarity": 0.662, + "content_similarity": 0.806, "size_similarity": 0.189, "breadth_similarity": 0.216, "concentration_similarity": 0.952, @@ -3734,7 +3449,7 @@ 45975 ], "representative_pr_number": 45974, - "average_similarity": 0.61, + "average_similarity": 0.613, "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45974.", "shared_filenames": [ "src/transformers/cli/serving/model_manager.py", @@ -3750,8 +3465,8 @@ { "left_pr_number": 45974, "right_pr_number": 45975, - "similarity": 0.61, - "content_similarity": 0.562, + "similarity": 0.613, + "content_similarity": 0.567, "size_similarity": 0.451, "breadth_similarity": 1.0, "concentration_similarity": 0.975, @@ -3775,7 +3490,7 @@ 44116 ], "representative_pr_number": 44101, - "average_similarity": 0.554, + "average_similarity": 0.553, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", "shared_filenames": [ "src/transformers/models/flaubert/modeling_flaubert.py" @@ -3790,7 +3505,7 @@ { "left_pr_number": 44101, "right_pr_number": 44116, - "similarity": 0.554, + "similarity": 0.553, "content_similarity": 0.615, "size_similarity": 0.319, "breadth_similarity": 0.5, @@ -3807,41 +3522,6 @@ } ] }, - { - "cluster_id": "pr-scope-43363-2", - "pr_numbers": [ - 43363, - 45651 - ], - "representative_pr_number": 43363, - "average_similarity": 0.516, - "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer_pt_utils.py`; representative PR #43363.", - "shared_filenames": [ - "src/transformers/trainer_pt_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 43363, - "right_pr_number": 45651, - "similarity": 0.516, - "content_similarity": 0.576, - "size_similarity": 0.245, - "breadth_similarity": 0.5, - "concentration_similarity": 0.53, - "shared_filenames": [ - "src/transformers/trainer_pt_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-43532-2", "pr_numbers": [ @@ -3870,7 +3550,7 @@ "left_pr_number": 43532, "right_pr_number": 43649, "similarity": 0.515, - "content_similarity": 0.462, + "content_similarity": 0.461, "size_similarity": 0.395, "breadth_similarity": 0.875, "concentration_similarity": 0.893, @@ -3898,7 +3578,7 @@ 45720 ], "representative_pr_number": 44114, - "average_similarity": 0.509, + "average_similarity": 0.508, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/sew_d/modeling_sew_d.py`; representative PR #44114.", "shared_filenames": [ "src/transformers/models/data2vec/modeling_data2vec_audio.py", @@ -3924,8 +3604,8 @@ { "left_pr_number": 44114, "right_pr_number": 45720, - "similarity": 0.509, - "content_similarity": 0.434, + "similarity": 0.508, + "content_similarity": 0.433, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, @@ -3980,7 +3660,7 @@ "left_pr_number": 45293, "right_pr_number": 45317, "similarity": 0.5, - "content_similarity": 0.344, + "content_similarity": 0.343, "size_similarity": 0.741, "breadth_similarity": 1.0, "concentration_similarity": 0.972, @@ -4004,7 +3684,7 @@ 45128 ], "representative_pr_number": 45056, - "average_similarity": 0.499, + "average_similarity": 0.498, "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.", "shared_filenames": [ "src/transformers/utils/auto_docstring.py" @@ -4018,8 +3698,8 @@ { "left_pr_number": 45056, "right_pr_number": 45128, - "similarity": 0.499, - "content_similarity": 0.393, + "similarity": 0.498, + "content_similarity": 0.392, "size_similarity": 0.669, "breadth_similarity": 0.875, "concentration_similarity": 0.724, @@ -4041,7 +3721,7 @@ 45742 ], "representative_pr_number": 45709, - "average_similarity": 0.494, + "average_similarity": 0.493, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/llama/modeling_llama.py`; representative PR #45709.", "shared_filenames": [ "src/transformers/models/llama/modeling_llama.py" @@ -4056,7 +3736,7 @@ { "left_pr_number": 45709, "right_pr_number": 45742, - "similarity": 0.494, + "similarity": 0.493, "content_similarity": 0.367, "size_similarity": 0.782, "breadth_similarity": 0.833, @@ -4080,7 +3760,7 @@ 45333 ], "representative_pr_number": 45332, - "average_similarity": 0.493, + "average_similarity": 0.491, "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.", "shared_filenames": [ "src/transformers/heterogeneity/__init__.py", @@ -4100,8 +3780,8 @@ { "left_pr_number": 45332, "right_pr_number": 45333, - "similarity": 0.493, - "content_similarity": 0.522, + "similarity": 0.491, + "content_similarity": 0.52, "size_similarity": 0.203, "breadth_similarity": 0.479, "concentration_similarity": 0.976, @@ -4171,41 +3851,6 @@ } ] }, - { - "cluster_id": "pr-scope-45756-2", - "pr_numbers": [ - 45756, - 46064 - ], - "representative_pr_number": 45756, - "average_similarity": 0.475, - "summary": "2 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`; representative PR #45756.", - "shared_filenames": [ - "src/transformers/core_model_loading.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45756, - "right_pr_number": 46064, - "similarity": 0.475, - "content_similarity": 0.251, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/core_model_loading.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-40755-2", "pr_numbers": [ @@ -4213,7 +3858,7 @@ 45233 ], "representative_pr_number": 40755, - "average_similarity": 0.474, + "average_similarity": 0.473, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`, `tests/models/timesfm/test_modeling_timesfm.py`; representative PR #40755.", "shared_filenames": [ "src/transformers/models/timesfm/modeling_timesfm.py", @@ -4233,8 +3878,8 @@ { "left_pr_number": 40755, "right_pr_number": 45233, - "similarity": 0.474, - "content_similarity": 0.441, + "similarity": 0.473, + "content_similarity": 0.44, "size_similarity": 0.266, "breadth_similarity": 0.792, "concentration_similarity": 0.928, @@ -4287,7 +3932,7 @@ "left_pr_number": 41356, "right_pr_number": 44339, "similarity": 0.445, - "content_similarity": 0.486, + "content_similarity": 0.485, "size_similarity": 0.081, "breadth_similarity": 0.444, "concentration_similarity": 0.974, @@ -4357,6 +4002,47 @@ } ] }, + { + "cluster_id": "pr-scope-45202-2", + "pr_numbers": [ + 45202, + 45883 + ], + "representative_pr_number": 45202, + "average_similarity": 0.436, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`; representative PR #45202.", + "shared_filenames": [ + "src/transformers/models/gemma4/modular_gemma4.py", + "src/transformers/models/gemma4/modeling_gemma4.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45202, + "right_pr_number": 45883, + "similarity": 0.436, + "content_similarity": 0.402, + "size_similarity": 0.027, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "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" + ] + } + ] + }, { "cluster_id": "pr-scope-42112-2", "pr_numbers": [ @@ -4364,7 +4050,7 @@ 45413 ], "representative_pr_number": 42112, - "average_similarity": 0.422, + "average_similarity": 0.421, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`; representative PR #42112.", "shared_filenames": [ "src/transformers/generation/logits_process.py", @@ -4381,8 +4067,8 @@ { "left_pr_number": 42112, "right_pr_number": 45413, - "similarity": 0.422, - "content_similarity": 0.464, + "similarity": 0.421, + "content_similarity": 0.463, "size_similarity": 0.017, "breadth_similarity": 0.458, "concentration_similarity": 0.981, @@ -4407,7 +4093,7 @@ 45086 ], "representative_pr_number": 44606, - "average_similarity": 0.417, + "average_similarity": 0.416, "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.", "shared_filenames": [ "src/transformers/tokenization_utils_tokenizers.py" @@ -4420,7 +4106,7 @@ { "left_pr_number": 44606, "right_pr_number": 45086, - "similarity": 0.417, + "similarity": 0.416, "content_similarity": 0.333, "size_similarity": 0.222, "breadth_similarity": 1.0, @@ -4442,7 +4128,7 @@ 45618 ], "representative_pr_number": 42655, - "average_similarity": 0.371, + "average_similarity": 0.374, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.", "shared_filenames": [ "src/transformers/generation/utils.py" @@ -4458,8 +4144,8 @@ { "left_pr_number": 42655, "right_pr_number": 45618, - "similarity": 0.371, - "content_similarity": 0.203, + "similarity": 0.374, + "content_similarity": 0.207, "size_similarity": 0.974, "breadth_similarity": 0.389, "concentration_similarity": 0.878, @@ -4483,7 +4169,7 @@ 45552 ], "representative_pr_number": 44642, - "average_similarity": 0.355, + "average_similarity": 0.354, "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.", "shared_filenames": [ "src/transformers/utils/auto_docstring.py" @@ -4497,8 +4183,8 @@ { "left_pr_number": 44642, "right_pr_number": 45552, - "similarity": 0.355, - "content_similarity": 0.257, + "similarity": 0.354, + "content_similarity": 0.256, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4512,41 +4198,6 @@ ] } ] - }, - { - "cluster_id": "pr-scope-46053-2", - "pr_numbers": [ - 46053, - 46063 - ], - "representative_pr_number": 46053, - "average_similarity": 0.351, - "summary": "2 open PRs cluster in `docs/source/en/model_doc`, `docs/source/en`, `docs/source` with similar change breadth; representative PR #46053.", - "shared_filenames": [], - "shared_directories": [ - "docs/source/en/model_doc", - "docs/source/en", - "docs/source", - "docs" - ], - "pairwise": [ - { - "left_pr_number": 46053, - "right_pr_number": 46063, - "similarity": 0.351, - "content_similarity": 0.074, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en/model_doc", - "docs/source/en", - "docs/source", - "docs" - ] - } - ] } ] }