{ "repo": "huggingface/transformers", "snapshot_id": "20260506T120019Z", "generated_at": "2026-05-06T12:01:22Z", "cluster_count": 49, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-11", "pr_numbers": [ 43636, 43651, 43663, 44123, 44189, 44257, 44660, 45055, 45067, 45273, 45769 ], "representative_pr_number": 45067, "average_similarity": 0.41, "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 44189, "right_pr_number": 45067, "similarity": 0.775, "content_similarity": 0.858, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43651, "right_pr_number": 45769, "similarity": 0.636, "content_similarity": 0.555, "size_similarity": 0.818, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43663, "right_pr_number": 45067, "similarity": 0.618, "content_similarity": 0.454, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43651, "right_pr_number": 43663, "similarity": 0.553, "content_similarity": 0.422, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43651, "right_pr_number": 45067, "similarity": 0.524, "content_similarity": 0.381, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43663, "right_pr_number": 44123, "similarity": 0.501, "content_similarity": 0.404, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44257, "right_pr_number": 44660, "similarity": 0.49, "content_similarity": 0.272, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44123, "right_pr_number": 45067, "similarity": 0.473, "content_similarity": 0.365, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43663, "right_pr_number": 44660, "similarity": 0.466, "content_similarity": 0.4, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44189, "right_pr_number": 44660, "similarity": 0.464, "content_similarity": 0.306, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 43663, "similarity": 0.461, "content_similarity": 0.351, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 43651, "similarity": 0.447, "content_similarity": 0.294, "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43663, "right_pr_number": 44189, "similarity": 0.444, "content_similarity": 0.386, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44189, "right_pr_number": 45055, "similarity": 0.441, "content_similarity": 0.256, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44660, "right_pr_number": 45067, "similarity": 0.438, "content_similarity": 0.36, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 45067, "similarity": 0.437, "content_similarity": 0.316, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43651, "right_pr_number": 44123, "similarity": 0.436, "content_similarity": 0.339, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43651, "right_pr_number": 44660, "similarity": 0.435, "content_similarity": 0.335, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44189, "right_pr_number": 44257, "similarity": 0.434, "content_similarity": 0.262, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43663, "right_pr_number": 45769, "similarity": 0.43, "content_similarity": 0.247, "size_similarity": 0.88, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 44660, "similarity": 0.427, "content_similarity": 0.278, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43663, "right_pr_number": 44257, "similarity": 0.426, "content_similarity": 0.343, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45067, "right_pr_number": 45769, "similarity": 0.413, "content_similarity": 0.222, "size_similarity": 0.88, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43651, "right_pr_number": 44189, "similarity": 0.41, "content_similarity": 0.323, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44660, "right_pr_number": 45055, "similarity": 0.41, "content_similarity": 0.265, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43663, "right_pr_number": 45055, "similarity": 0.402, "content_similarity": 0.334, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44257, "right_pr_number": 45067, "similarity": 0.402, "content_similarity": 0.309, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43651, "right_pr_number": 44257, "similarity": 0.401, "content_similarity": 0.287, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 44257, "similarity": 0.399, "content_similarity": 0.239, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 44189, "similarity": 0.393, "content_similarity": 0.269, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44123, "right_pr_number": 44660, "similarity": 0.391, "content_similarity": 0.321, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45055, "right_pr_number": 45273, "similarity": 0.388, "content_similarity": 0.197, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44189, "right_pr_number": 45273, "similarity": 0.384, "content_similarity": 0.228, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44257, "right_pr_number": 45055, "similarity": 0.384, "content_similarity": 0.227, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45055, "right_pr_number": 45067, "similarity": 0.379, "content_similarity": 0.301, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44123, "right_pr_number": 44189, "similarity": 0.378, "content_similarity": 0.31, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 44123, "similarity": 0.377, "content_similarity": 0.282, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43651, "right_pr_number": 45055, "similarity": 0.371, "content_similarity": 0.28, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43663, "right_pr_number": 45273, "similarity": 0.37, "content_similarity": 0.297, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44660, "right_pr_number": 45273, "similarity": 0.365, "content_similarity": 0.236, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44123, "right_pr_number": 44257, "similarity": 0.359, "content_similarity": 0.275, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 45055, "similarity": 0.354, "content_similarity": 0.232, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45067, "right_pr_number": 45273, "similarity": 0.35, "content_similarity": 0.268, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44123, "right_pr_number": 45055, "similarity": 0.346, "content_similarity": 0.268, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44257, "right_pr_number": 45273, "similarity": 0.342, "content_similarity": 0.202, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43651, "right_pr_number": 45273, "similarity": 0.341, "content_similarity": 0.249, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44123, "right_pr_number": 45769, "similarity": 0.324, "content_similarity": 0.198, "size_similarity": 0.4, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44123, "right_pr_number": 45273, "similarity": 0.323, "content_similarity": 0.239, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 45273, "similarity": 0.322, "content_similarity": 0.207, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43636, "right_pr_number": 45769, "similarity": 0.32, "content_similarity": 0.172, "size_similarity": 0.5, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44660, "right_pr_number": 45769, "similarity": 0.303, "content_similarity": 0.196, "size_similarity": 0.273, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44189, "right_pr_number": 45769, "similarity": 0.285, "content_similarity": 0.189, "size_similarity": 0.182, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44257, "right_pr_number": 45769, "similarity": 0.283, "content_similarity": 0.168, "size_similarity": 0.273, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45055, "right_pr_number": 45769, "similarity": 0.26, "content_similarity": 0.164, "size_similarity": 0.136, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45273, "right_pr_number": 45769, "similarity": 0.241, "content_similarity": 0.146, "size_similarity": 0.091, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-44070-4", "pr_numbers": [ 44070, 45296, 45546, 45668 ], "representative_pr_number": 45546, "average_similarity": 0.749, "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.", "shared_filenames": [ "src/transformers/integrations/ggml.py", "tests/quantization/ggml/test_ggml.py", "src/transformers/modeling_gguf_pytorch_utils.py" ], "shared_directories": [ "tests/quantization/ggml", "src/transformers/integrations", "tests/quantization", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 44070, "right_pr_number": 45296, "similarity": 0.878, "content_similarity": 0.894, "size_similarity": 0.702, "breadth_similarity": 1.0, "concentration_similarity": 0.932, "shared_filenames": [ "src/transformers/integrations/ggml.py", "src/transformers/modeling_gguf_pytorch_utils.py", "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ "src/transformers/integrations", "tests/quantization/ggml", "src/transformers", "tests/quantization", "src", "tests" ] }, { "left_pr_number": 45546, "right_pr_number": 45668, "similarity": 0.808, "content_similarity": 0.781, "size_similarity": 0.773, "breadth_similarity": 1.0, "concentration_similarity": 0.903, "shared_filenames": [ "src/transformers/integrations/ggml.py", "src/transformers/modeling_gguf_pytorch_utils.py", "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ "src/transformers/integrations", "tests/quantization/ggml", "src/transformers", "tests/quantization", "src", "tests" ] }, { "left_pr_number": 45296, "right_pr_number": 45546, "similarity": 0.78, "content_similarity": 0.786, "size_similarity": 0.576, "breadth_similarity": 1.0, "concentration_similarity": 0.859, "shared_filenames": [ "src/transformers/integrations/ggml.py", "src/transformers/modeling_gguf_pytorch_utils.py", "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ "src/transformers/integrations", "tests/quantization/ggml", "src/transformers", "tests/quantization", "src", "tests" ] }, { "left_pr_number": 44070, "right_pr_number": 45546, "similarity": 0.733, "content_similarity": 0.751, "size_similarity": 0.404, "breadth_similarity": 1.0, "concentration_similarity": 0.927, "shared_filenames": [ "src/transformers/integrations/ggml.py", "src/transformers/modeling_gguf_pytorch_utils.py", "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ "src/transformers/integrations", "tests/quantization/ggml", "src/transformers", "tests/quantization", "src", "tests" ] }, { "left_pr_number": 45296, "right_pr_number": 45668, "similarity": 0.66, "content_similarity": 0.636, "size_similarity": 0.445, "breadth_similarity": 1.0, "concentration_similarity": 0.956, "shared_filenames": [ "src/transformers/integrations/ggml.py", "src/transformers/modeling_gguf_pytorch_utils.py", "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ "src/transformers/integrations", "tests/quantization/ggml", "src/transformers", "tests/quantization", "src", "tests" ] }, { "left_pr_number": 44070, "right_pr_number": 45668, "similarity": 0.638, "content_similarity": 0.632, "size_similarity": 0.312, "breadth_similarity": 1.0, "concentration_similarity": 0.976, "shared_filenames": [ "src/transformers/integrations/ggml.py", "src/transformers/modeling_gguf_pytorch_utils.py", "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ "src/transformers/integrations", "tests/quantization/ggml", "src/transformers", "tests/quantization", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-43656-4", "pr_numbers": [ 43656, 43836, 43842, 44682 ], "representative_pr_number": 43836, "average_similarity": 0.562, "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.", "shared_filenames": [ "src/transformers/cli/serve.py" ], "shared_directories": [ "src/transformers/cli", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 43656, "right_pr_number": 43836, "similarity": 0.689, "content_similarity": 0.744, "size_similarity": 0.121, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/cli/serve.py" ], "shared_directories": [ "src/transformers/cli", "src/transformers", "src" ] }, { "left_pr_number": 43836, "right_pr_number": 43842, "similarity": 0.615, "content_similarity": 0.658, "size_similarity": 0.027, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/cli/serve.py" ], "shared_directories": [ "src/transformers/cli", "src/transformers", "src" ] }, { "left_pr_number": 43836, "right_pr_number": 44682, "similarity": 0.611, "content_similarity": 0.659, "size_similarity": 0.398, "breadth_similarity": 0.5, "concentration_similarity": 0.802, "shared_filenames": [ "src/transformers/cli/serve.py" ], "shared_directories": [ "src/transformers/cli", "src/transformers", "src" ] }, { "left_pr_number": 43656, "right_pr_number": 43842, "similarity": 0.593, "content_similarity": 0.585, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/cli/serve.py" ], "shared_directories": [ "src/transformers/cli", "src/transformers", "src" ] }, { "left_pr_number": 43656, "right_pr_number": 44682, "similarity": 0.448, "content_similarity": 0.501, "size_similarity": 0.048, "breadth_similarity": 0.5, "concentration_similarity": 0.802, "shared_filenames": [ "src/transformers/cli/serve.py" ], "shared_directories": [ "src/transformers/cli", "src/transformers", "src" ] }, { "left_pr_number": 43842, "right_pr_number": 44682, "similarity": 0.418, "content_similarity": 0.466, "size_similarity": 0.011, "breadth_similarity": 0.5, "concentration_similarity": 0.802, "shared_filenames": [ "src/transformers/cli/serve.py" ], "shared_directories": [ "src/transformers/cli", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-45342-4", "pr_numbers": [ 45342, 45548, 45649, 45655 ], "representative_pr_number": 45342, "average_similarity": 0.475, "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.", "shared_filenames": [ "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 45342, "right_pr_number": 45655, "similarity": 0.839, "content_similarity": 0.794, "size_similarity": 0.889, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45342, "right_pr_number": 45649, "similarity": 0.476, "content_similarity": 0.332, "size_similarity": 0.625, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45649, "right_pr_number": 45655, "similarity": 0.462, "content_similarity": 0.327, "size_similarity": 0.556, "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": 0.372, "content_similarity": 0.331, "size_similarity": 0.106, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45342, "right_pr_number": 45548, "similarity": 0.35, "content_similarity": 0.285, "size_similarity": 0.17, "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": 0.28, "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-41992-4", "pr_numbers": [ 41992, 44907, 45396, 45783 ], "representative_pr_number": 45783, "average_similarity": 0.423, "summary": "4 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py`, `src/transformers/models/glm4v/modeling_glm4v.py`; representative PR #45783.", "shared_filenames": [ "src/transformers/models/glm46v/modeling_glm46v.py", "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", "src/transformers/models/glm4v/modeling_glm4v.py", "src/transformers/models/glm_ocr/modeling_glm_ocr.py", "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", "src/transformers/models/video_llama_3/modeling_video_llama_3.py", "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py" ], "shared_directories": [ "src/transformers/models/glm46v", "src/transformers/models/glm_ocr", "src/transformers/models/video_llama_3", "src/transformers/models/glm4v", "src/transformers/models/paddleocr_vl", "src/transformers/models/glm4v_moe", "src/transformers/models/qwen2_5_omni", "src/transformers/models/qwen2_5_vl" ], "pairwise": [ { "left_pr_number": 45396, "right_pr_number": 45783, "similarity": 0.531, "content_similarity": 0.456, "size_similarity": 0.788, "breadth_similarity": 0.48, "concentration_similarity": 0.921, "shared_filenames": [ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py", "src/transformers/models/glm46v/modeling_glm46v.py", "src/transformers/models/glm4v/modeling_glm4v.py", "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", "src/transformers/models/glm_image/modeling_glm_image.py", "src/transformers/models/glm_image/modular_glm_image.py", "src/transformers/models/glm_ocr/modeling_glm_ocr.py", "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py" ], "shared_directories": [ "src/transformers/models/ernie4_5_vl_moe", "src/transformers/models/glm46v", "src/transformers/models/glm4v", "src/transformers/models/glm4v_moe", "src/transformers/models/glm_image", "src/transformers/models/glm_ocr", "src/transformers/models/paddleocr_vl", "src/transformers/models/qwen2_5_omni", "src/transformers/models/qwen2_5_vl", "src/transformers/models/qwen2_vl" ] }, { "left_pr_number": 41992, "right_pr_number": 45396, "similarity": 0.514, "content_similarity": 0.473, "size_similarity": 0.565, "breadth_similarity": 0.546, "concentration_similarity": 0.857, "shared_filenames": [ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py", "src/transformers/models/glm46v/modeling_glm46v.py", "src/transformers/models/glm4v/modeling_glm4v.py", "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", "src/transformers/models/glm_image/modeling_glm_image.py", "src/transformers/models/glm_image/modular_glm_image.py", "src/transformers/models/glm_ocr/modeling_glm_ocr.py", "src/transformers/models/glm_ocr/modular_glm_ocr.py" ], "shared_directories": [ "src/transformers/models/ernie4_5_vl_moe", "src/transformers/models/glm46v", "src/transformers/models/glm4v", "src/transformers/models/glm4v_moe", "src/transformers/models/glm_image", "src/transformers/models/glm_ocr", "src/transformers/models/paddleocr_vl", "src/transformers/models/qwen2_5_omni", "src/transformers/models/qwen2_5_vl", "src/transformers/models/qwen2_vl" ] }, { "left_pr_number": 44907, "right_pr_number": 45783, "similarity": 0.493, "content_similarity": 0.494, "size_similarity": 0.081, "breadth_similarity": 0.864, "concentration_similarity": 0.982, "shared_filenames": [ "src/transformers/models/aria/modeling_aria.py", "src/transformers/models/aya_vision/modeling_aya_vision.py", "src/transformers/models/blip_2/modeling_blip_2.py", "src/transformers/models/chameleon/modeling_chameleon.py", "src/transformers/models/cohere2_vision/modeling_cohere2_vision.py", "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py", "src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py", "src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py", "src/transformers/models/emu3/modeling_emu3.py", "src/transformers/models/emu3/modular_emu3.py" ], "shared_directories": [ "src/transformers/models/aria", "src/transformers/models/aya_vision", "src/transformers/models/blip_2", "src/transformers/models/chameleon", "src/transformers/models/cohere2_vision", "src/transformers/models/deepseek_vl", "src/transformers/models/deepseek_vl_hybrid", "src/transformers/models/emu3", "src/transformers/models/ernie4_5_vl_moe", "src/transformers/models/fast_vlm" ] }, { "left_pr_number": 41992, "right_pr_number": 45783, "similarity": 0.422, "content_similarity": 0.269, "size_similarity": 0.716, "breadth_similarity": 0.879, "concentration_similarity": 0.778, "shared_filenames": [ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py", "src/transformers/models/glm46v/modeling_glm46v.py", "src/transformers/models/glm4v/modeling_glm4v.py", "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", "src/transformers/models/glm_image/modeling_glm_image.py", "src/transformers/models/glm_image/modular_glm_image.py", "src/transformers/models/glm_ocr/modeling_glm_ocr.py", "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py" ], "shared_directories": [ "src/transformers/models/ernie4_5_vl_moe", "src/transformers/models/glm46v", "src/transformers/models/glm4v", "src/transformers/models/glm4v_moe", "src/transformers/models/glm_image", "src/transformers/models/glm_ocr", "src/transformers/models/paddleocr_vl", "src/transformers/models/qwen2_5_omni", "src/transformers/models/qwen2_5_vl", "src/transformers/models/qwen2_vl" ] }, { "left_pr_number": 44907, "right_pr_number": 45396, "similarity": 0.319, "content_similarity": 0.289, "size_similarity": 0.103, "breadth_similarity": 0.559, "concentration_similarity": 0.902, "shared_filenames": [ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/glm46v/modeling_glm46v.py", "src/transformers/models/glm4v/modeling_glm4v.py", "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", "src/transformers/models/glm_ocr/modeling_glm_ocr.py", "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py", "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py" ], "shared_directories": [ "src/transformers/models/ernie4_5_vl_moe", "src/transformers/models/glm46v", "src/transformers/models/glm4v", "src/transformers/models/glm4v_moe", "src/transformers/models/glm_ocr", "src/transformers/models/paddleocr_vl", "src/transformers/models/qwen2_5_omni", "src/transformers/models/qwen2_5_vl", "src/transformers/models/qwen2_vl", "src/transformers/models/qwen3_5" ] }, { "left_pr_number": 41992, "right_pr_number": 44907, "similarity": 0.26, "content_similarity": 0.177, "size_similarity": 0.058, "breadth_similarity": 0.887, "concentration_similarity": 0.76, "shared_filenames": [ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/glm46v/modeling_glm46v.py", "src/transformers/models/glm4v/modeling_glm4v.py", "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", "src/transformers/models/glm_ocr/modeling_glm_ocr.py", "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py", "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py" ], "shared_directories": [ "src/transformers/models/ernie4_5_vl_moe", "src/transformers/models/glm46v", "src/transformers/models/glm4v", "src/transformers/models/glm4v_moe", "src/transformers/models/glm_ocr", "src/transformers/models/paddleocr_vl", "src/transformers/models/qwen2_5_omni", "src/transformers/models/qwen2_5_vl", "src/transformers/models/qwen2_vl", "src/transformers/models/qwen3_5" ] } ] }, { "cluster_id": "pr-scope-44974-4", "pr_numbers": [ 44974, 45635, 45756, 45794 ], "representative_pr_number": 45635, "average_similarity": 0.421, "summary": "4 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`; representative PR #45635.", "shared_filenames": [ "src/transformers/core_model_loading.py", "tests/utils/test_core_model_loading.py" ], "shared_directories": [ "src/transformers", "src", "tests/utils", "tests" ], "pairwise": [ { "left_pr_number": 44974, "right_pr_number": 45635, "similarity": 0.724, "content_similarity": 0.727, "size_similarity": 0.59, "breadth_similarity": 0.8, "concentration_similarity": 0.929, "shared_filenames": [ "src/transformers/core_model_loading.py", "tests/utils/test_core_model_loading.py" ], "shared_directories": [ "src/transformers", "tests/utils", "src", "tests" ] }, { "left_pr_number": 45635, "right_pr_number": 45794, "similarity": 0.46, "content_similarity": 0.547, "size_similarity": 0.02, "breadth_similarity": 0.333, "concentration_similarity": 0.814, "shared_filenames": [ "src/transformers/core_model_loading.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45756, "right_pr_number": 45794, "similarity": 0.411, "content_similarity": 0.302, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/core_model_loading.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44974, "right_pr_number": 45794, "similarity": 0.329, "content_similarity": 0.377, "size_similarity": 0.012, "breadth_similarity": 0.267, "concentration_similarity": 0.743, "shared_filenames": [ "src/transformers/core_model_loading.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 44974, "right_pr_number": 45756, "similarity": 0.316, "content_similarity": 0.359, "size_similarity": 0.004, "breadth_similarity": 0.267, "concentration_similarity": 0.743, "shared_filenames": [ "src/transformers/core_model_loading.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 45635, "right_pr_number": 45756, "similarity": 0.286, "content_similarity": 0.301, "size_similarity": 0.007, "breadth_similarity": 0.333, "concentration_similarity": 0.814, "shared_filenames": [ "src/transformers/core_model_loading.py" ], "shared_directories": [ "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-44066-3", "pr_numbers": [ 44066, 44085, 44722 ], "representative_pr_number": 44722, "average_similarity": 0.942, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.", "shared_filenames": [ "src/transformers/models/gptj/modeling_gptj.py", "src/transformers/models/codegen/modeling_codegen.py" ], "shared_directories": [ "src/transformers/models/gptj", "src/transformers/models", "src/transformers", "src", "src/transformers/models/codegen" ], "pairwise": [ { "left_pr_number": 44066, "right_pr_number": 44722, "similarity": 0.969, "content_similarity": 0.968, "size_similarity": 0.959, "breadth_similarity": 1.0, "concentration_similarity": 0.957, "shared_filenames": [ "src/transformers/models/codegen/modeling_codegen.py", "src/transformers/models/gptj/modeling_gptj.py" ], "shared_directories": [ "src/transformers/models/codegen", "src/transformers/models/gptj", "src/transformers/models", "src/transformers", "src" ] }, { "left_pr_number": 44085, "right_pr_number": 44722, "similarity": 0.938, "content_similarity": 0.988, "size_similarity": 0.98, "breadth_similarity": 0.5, "concentration_similarity": 0.986, "shared_filenames": [ "src/transformers/models/gptj/modeling_gptj.py" ], "shared_directories": [ "src/transformers/models/gptj", "src/transformers/models", "src/transformers", "src" ] }, { "left_pr_number": 44066, "right_pr_number": 44085, "similarity": 0.918, "content_similarity": 0.963, "size_similarity": 0.979, "breadth_similarity": 0.5, "concentration_similarity": 0.944, "shared_filenames": [ "src/transformers/models/gptj/modeling_gptj.py" ], "shared_directories": [ "src/transformers/models/gptj", "src/transformers/models", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-44015-3", "pr_numbers": [ 44015, 44059, 44676 ], "representative_pr_number": 44059, "average_similarity": 0.572, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.", "shared_filenames": [ "src/transformers/models/gpt2/modeling_gpt2.py" ], "shared_directories": [ "src/transformers/models/gpt2", "src/transformers/models", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 44059, "right_pr_number": 44676, "similarity": 0.683, "content_similarity": 0.748, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/models/gpt2/modeling_gpt2.py" ], "shared_directories": [ "src/transformers/models/gpt2", "src/transformers/models", "src/transformers", "src" ] }, { "left_pr_number": 44015, "right_pr_number": 44059, "similarity": 0.615, "content_similarity": 0.68, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, "shared_filenames": [ "src/transformers/models/gpt2/modeling_gpt2.py" ], "shared_directories": [ "src/transformers/models/gpt2", "src/transformers/models", "src/transformers", "src" ] }, { "left_pr_number": 44015, "right_pr_number": 44676, "similarity": 0.418, "content_similarity": 0.508, "size_similarity": 0.034, "breadth_similarity": 0.333, "concentration_similarity": 0.488, "shared_filenames": [ "src/transformers/models/gpt2/modeling_gpt2.py" ], "shared_directories": [ "src/transformers/models/gpt2", "src/transformers/models", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-45606-3", "pr_numbers": [ 45606, 45607, 45716 ], "representative_pr_number": 45606, "average_similarity": 0.564, "summary": "3 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`; representative PR #45606.", "shared_filenames": [ "tests/models/gemma4/test_modeling_gemma4.py", "src/transformers/models/gemma4/modular_gemma4.py", "src/transformers/models/gemma4/modeling_gemma4.py" ], "shared_directories": [ "tests/models/gemma4", "tests/models", "tests", "src/transformers/models/gemma4", "src/transformers/models", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 45606, "right_pr_number": 45607, "similarity": 0.767, "content_similarity": 0.814, "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" ] }, { "left_pr_number": 45606, "right_pr_number": 45716, "similarity": 0.595, "content_similarity": 0.497, "size_similarity": 0.655, "breadth_similarity": 1.0, "concentration_similarity": 0.978, "shared_filenames": [ "src/transformers/models/gemma4/modeling_gemma4.py", "src/transformers/models/gemma4/modular_gemma4.py", "tests/models/gemma4/test_modeling_gemma4.py" ], "shared_directories": [ "src/transformers/models/gemma4", "src/transformers/models", "tests/models/gemma4", "src/transformers", "tests/models", "src", "tests" ] }, { "left_pr_number": 45607, "right_pr_number": 45716, "similarity": 0.331, "content_similarity": 0.247, "size_similarity": 0.509, "breadth_similarity": 0.417, "concentration_similarity": 0.8, "shared_filenames": [ "tests/models/gemma4/test_modeling_gemma4.py" ], "shared_directories": [ "tests/models/gemma4", "tests/models", "tests" ] } ] }, { "cluster_id": "pr-scope-41606-3", "pr_numbers": [ 41606, 44543, 45422 ], "representative_pr_number": 41606, "average_similarity": 0.558, "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.", "shared_filenames": [ "tests/test_processing_common.py", "src/transformers/processing_utils.py" ], "shared_directories": [ "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 41606, "right_pr_number": 44543, "similarity": 0.687, "content_similarity": 0.665, "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": 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": 0.486, "content_similarity": 0.46, "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" ] } ] }, { "cluster_id": "pr-scope-43997-3", "pr_numbers": [ 43997, 44007, 44019 ], "representative_pr_number": 44007, "average_similarity": 0.53, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.", "shared_filenames": [ "src/transformers/models/regnet/modeling_regnet.py", "src/transformers/models/resnet/modeling_resnet.py" ], "shared_directories": [ "src/transformers/models", "src/transformers", "src", "src/transformers/models/regnet", "src/transformers/models/resnet" ], "pairwise": [ { "left_pr_number": 44007, "right_pr_number": 44019, "similarity": 0.691, "content_similarity": 0.699, "size_similarity": 0.94, "breadth_similarity": 0.333, "concentration_similarity": 0.548, "shared_filenames": [ "src/transformers/models/resnet/modeling_resnet.py" ], "shared_directories": [ "src/transformers/models/resnet", "src/transformers/models", "src/transformers", "src" ] }, { "left_pr_number": 43997, "right_pr_number": 44007, "similarity": 0.622, "content_similarity": 0.656, "size_similarity": 0.679, "breadth_similarity": 0.333, "concentration_similarity": 0.548, "shared_filenames": [ "src/transformers/models/regnet/modeling_regnet.py" ], "shared_directories": [ "src/transformers/models/regnet", "src/transformers/models", "src/transformers", "src" ] }, { "left_pr_number": 43997, "right_pr_number": 44019, "similarity": 0.276, "content_similarity": 0.025, "size_similarity": 0.722, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], "shared_directories": [ "src/transformers/models", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-42975-3", "pr_numbers": [ 42975, 42976, 45077 ], "representative_pr_number": 45077, "average_similarity": 0.529, "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.", "shared_filenames": [ ".github/workflows/build-ci-docker-images.yml", ".github/workflows/build-docker-images.yml", ".github/workflows/build-nightly-ci-docker-images.yml", ".github/workflows/build-past-ci-docker-images.yml", ".github/workflows/release-conda.yml", ".github/workflows/benchmark.yml", ".github/workflows/check_failed_tests.yml", ".github/workflows/check_tiny_models.yml" ], "shared_directories": [ ".github/workflows", ".github" ], "pairwise": [ { "left_pr_number": 42975, "right_pr_number": 45077, "similarity": 0.681, "content_similarity": 0.625, "size_similarity": 0.731, "breadth_similarity": 0.833, "concentration_similarity": 1.0, "shared_filenames": [ ".github/workflows/benchmark.yml", ".github/workflows/build-ci-docker-images.yml", ".github/workflows/build-docker-images.yml", ".github/workflows/build-nightly-ci-docker-images.yml", ".github/workflows/build-past-ci-docker-images.yml", ".github/workflows/check_tiny_models.yml", ".github/workflows/model_jobs.yml", ".github/workflows/release-conda.yml", ".github/workflows/release.yml", ".github/workflows/trufflehog.yml" ], "shared_directories": [ ".github/workflows", ".github" ] }, { "left_pr_number": 42976, "right_pr_number": 45077, "similarity": 0.492, "content_similarity": 0.521, "size_similarity": 0.074, "breadth_similarity": 0.659, "concentration_similarity": 1.0, "shared_filenames": [ ".github/workflows/build-ci-docker-images.yml", ".github/workflows/build-docker-images.yml", ".github/workflows/build-nightly-ci-docker-images.yml", ".github/workflows/build-past-ci-docker-images.yml", ".github/workflows/release-conda.yml" ], "shared_directories": [ ".github/workflows", ".github" ] }, { "left_pr_number": 42975, "right_pr_number": 42976, "similarity": 0.414, "content_similarity": 0.411, "size_similarity": 0.101, "breadth_similarity": 0.606, "concentration_similarity": 1.0, "shared_filenames": [ ".github/workflows/build-ci-docker-images.yml", ".github/workflows/build-docker-images.yml", ".github/workflows/build-nightly-ci-docker-images.yml", ".github/workflows/build-past-ci-docker-images.yml", ".github/workflows/check_failed_tests.yml", ".github/workflows/new_model_pr_merged_notification.yml", ".github/workflows/release-conda.yml" ], "shared_directories": [ ".github/workflows", ".github" ] } ] }, { "cluster_id": "pr-scope-45293-3", "pr_numbers": [ 45293, 45317, 45681 ], "representative_pr_number": 45681, "average_similarity": 0.507, "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45681.", "shared_filenames": [ "tests/models/auto/test_tokenization_auto.py", "src/transformers/models/auto/tokenization_auto.py" ], "shared_directories": [ "tests/models/auto", "tests/models", "src/transformers", "tests", "src", "src/transformers/models/auto", "src/transformers/models" ], "pairwise": [ { "left_pr_number": 45317, "right_pr_number": 45681, "similarity": 0.513, "content_similarity": 0.38, "size_similarity": 0.692, "breadth_similarity": 1.0, "concentration_similarity": 0.863, "shared_filenames": [ "tests/models/auto/test_tokenization_auto.py" ], "shared_directories": [ "tests/models/auto", "src/transformers", "tests/models", "src", "tests" ] }, { "left_pr_number": 45293, "right_pr_number": 45681, "similarity": 0.508, "content_similarity": 0.409, "size_similarity": 0.513, "breadth_similarity": 1.0, "concentration_similarity": 0.891, "shared_filenames": [ "src/transformers/models/auto/tokenization_auto.py", "tests/models/auto/test_tokenization_auto.py" ], "shared_directories": [ "src/transformers/models/auto", "src/transformers/models", "tests/models/auto", "src/transformers", "tests/models", "src", "tests" ] }, { "left_pr_number": 45293, "right_pr_number": 45317, "similarity": 0.5, "content_similarity": 0.343, "size_similarity": 0.741, "breadth_similarity": 1.0, "concentration_similarity": 0.972, "shared_filenames": [ "tests/models/auto/test_tokenization_auto.py" ], "shared_directories": [ "tests/models/auto", "src/transformers", "tests/models", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-45202-3", "pr_numbers": [ 45202, 45294, 45438 ], "representative_pr_number": 45438, "average_similarity": 0.494, "summary": "3 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", "src/transformers/models/gemma4/modeling_gemma4.py", "docs/source/en/model_doc/gemma4.md", "tests/models/gemma4/test_modeling_gemma4.py", "src/transformers/models/auto/modeling_auto.py" ], "shared_directories": [ "src/transformers/models/gemma4", "src/transformers/models", "src/transformers", "src", "docs/source/en/model_doc", "src/transformers/models/auto", "tests/models/gemma4", "docs/source/en" ], "pairwise": [ { "left_pr_number": 45294, "right_pr_number": 45438, "similarity": 0.759, "content_similarity": 0.782, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, "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" ], "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", "tests/models", "docs" ] }, { "left_pr_number": 45202, "right_pr_number": 45438, "similarity": 0.403, "content_similarity": 0.461, "size_similarity": 0.01, "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" ] }, { "left_pr_number": 45202, "right_pr_number": 45294, "similarity": 0.321, "content_similarity": 0.342, "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" ] } ] }, { "cluster_id": "pr-scope-34667-3", "pr_numbers": [ 34667, 39683, 44872 ], "representative_pr_number": 34667, "average_similarity": 0.47, "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.", "shared_filenames": [ "src/transformers/generation/utils.py" ], "shared_directories": [ "src/transformers/generation", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 34667, "right_pr_number": 39683, "similarity": 0.535, "content_similarity": 0.447, "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": 34667, "right_pr_number": 44872, "similarity": 0.444, "content_similarity": 0.362, "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": 0.429, "content_similarity": 0.371, "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-41097-3", "pr_numbers": [ 41097, 43549, 44547 ], "representative_pr_number": 43549, "average_similarity": 0.462, "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.", "shared_filenames": [ "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 41097, "right_pr_number": 43549, "similarity": 0.547, "content_similarity": 0.439, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 43549, "right_pr_number": 44547, "similarity": 0.436, "content_similarity": 0.351, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", "src" ] }, { "left_pr_number": 41097, "right_pr_number": 44547, "similarity": 0.403, "content_similarity": 0.328, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-44385-3", "pr_numbers": [ 44385, 44615, 45524 ], "representative_pr_number": 44615, "average_similarity": 0.408, "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": 0.425, "content_similarity": 0.344, "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": 0.413, "content_similarity": 0.343, "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": 0.387, "content_similarity": 0.255, "size_similarity": 0.615, "breadth_similarity": 0.667, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/utils/import_utils.py" ], "shared_directories": [ "src/transformers/utils", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-33686-3", "pr_numbers": [ 33686, 44407, 44550 ], "representative_pr_number": 44550, "average_similarity": 0.373, "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", "shared_filenames": [], "shared_directories": [ "docs/source/en", "docs/source", "docs", "docs/source/en/model_doc" ], "pairwise": [ { "left_pr_number": 33686, "right_pr_number": 44550, "similarity": 0.398, "content_similarity": 0.14, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], "shared_directories": [ "docs/source/en/model_doc", "docs/source/en", "docs/source", "docs" ] }, { "left_pr_number": 44407, "right_pr_number": 44550, "similarity": 0.365, "content_similarity": 0.102, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], "shared_directories": [ "docs/source/en", "docs/source", "docs" ] }, { "left_pr_number": 33686, "right_pr_number": 44407, "similarity": 0.356, "content_similarity": 0.089, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], "shared_directories": [ "docs/source/en", "docs/source", "docs" ] } ] }, { "cluster_id": "pr-scope-44018-2", "pr_numbers": [ 44018, 44068 ], "representative_pr_number": 44018, "average_similarity": 0.989, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/gpt_neo/modeling_gpt_neo.py`, `tests/models/gpt_neo/test_modeling_gpt_neo.py`; representative PR #44018.", "shared_filenames": [ "src/transformers/models/gpt_neo/modeling_gpt_neo.py", "tests/models/gpt_neo/test_modeling_gpt_neo.py" ], "shared_directories": [ "src/transformers/models/gpt_neo", "tests/models/gpt_neo", "src/transformers/models", "tests/models", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 44018, "right_pr_number": 44068, "similarity": 0.989, "content_similarity": 0.998, "size_similarity": 0.932, "breadth_similarity": 1.0, "concentration_similarity": 0.999, "shared_filenames": [ "src/transformers/models/gpt_neo/modeling_gpt_neo.py", "tests/models/gpt_neo/test_modeling_gpt_neo.py" ], "shared_directories": [ "src/transformers/models/gpt_neo", "src/transformers/models", "tests/models/gpt_neo", "src/transformers", "tests/models", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-41116-2", "pr_numbers": [ 41116, 45613 ], "representative_pr_number": 41116, "average_similarity": 0.954, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/minicpm3.md`, `src/transformers/models/minicpm3/__init__.py`, `src/transformers/models/minicpm3/configuration_minicpm3.py`; representative PR #41116.", "shared_filenames": [ "docs/source/en/model_doc/minicpm3.md", "src/transformers/models/minicpm3/__init__.py", "src/transformers/models/minicpm3/configuration_minicpm3.py", "src/transformers/models/minicpm3/modeling_minicpm3.py", "src/transformers/models/minicpm3/modular_minicpm3.py", "tests/models/minicpm3/__init__.py", "tests/models/minicpm3/test_modeling_minicpm3.py", "docs/source/en/_toctree.yml" ], "shared_directories": [ "src/transformers/models/minicpm3", "docs/source/en/model_doc", "src/transformers/models/auto", "tests/models/minicpm3", "docs/source/en", "src/transformers/models", "docs/source", "tests/models" ], "pairwise": [ { "left_pr_number": 41116, "right_pr_number": 45613, "similarity": 0.954, "content_similarity": 0.987, "size_similarity": 0.897, "breadth_similarity": 0.792, "concentration_similarity": 0.983, "shared_filenames": [ "docs/source/en/_toctree.yml", "docs/source/en/model_doc/minicpm3.md", "src/transformers/models/auto/modeling_auto.py", "src/transformers/models/minicpm3/__init__.py", "src/transformers/models/minicpm3/configuration_minicpm3.py", "src/transformers/models/minicpm3/modeling_minicpm3.py", "src/transformers/models/minicpm3/modular_minicpm3.py", "tests/models/minicpm3/__init__.py", "tests/models/minicpm3/test_modeling_minicpm3.py" ], "shared_directories": [ "docs/source/en/model_doc", "src/transformers/models/auto", "src/transformers/models/minicpm3", "docs/source/en", "src/transformers/models", "tests/models/minicpm3", "docs/source", "src/transformers", "tests/models", "docs" ] } ] }, { "cluster_id": "pr-scope-40962-2", "pr_numbers": [ 40962, 45186 ], "representative_pr_number": 40962, "average_similarity": 0.925, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/isaac.md`, `src/transformers/models/isaac/__init__.py`, `src/transformers/models/isaac/configuration_isaac.py`; representative PR #40962.", "shared_filenames": [ "docs/source/en/model_doc/isaac.md", "src/transformers/models/isaac/__init__.py", "src/transformers/models/isaac/configuration_isaac.py", "src/transformers/models/isaac/image_processing_isaac.py", "src/transformers/models/isaac/modeling_isaac.py", "src/transformers/models/isaac/modular_isaac.py", "src/transformers/models/isaac/processing_isaac.py", "tests/models/isaac/__init__.py" ], "shared_directories": [ "src/transformers/models/isaac", "docs/source/en/model_doc", "src/transformers/models/auto", "tests/models/isaac", "docs/source/en", "src/transformers/models", "tests/utils", "docs/source" ], "pairwise": [ { "left_pr_number": 40962, "right_pr_number": 45186, "similarity": 0.925, "content_similarity": 0.944, "size_similarity": 0.818, "breadth_similarity": 1.0, "concentration_similarity": 0.832, "shared_filenames": [ "docs/source/en/_toctree.yml", "docs/source/en/model_doc/isaac.md", "src/transformers/conversion_mapping.py", "src/transformers/modeling_utils.py", "src/transformers/models/__init__.py", "src/transformers/models/auto/configuration_auto.py", "src/transformers/models/auto/image_processing_auto.py", "src/transformers/models/auto/modeling_auto.py", "src/transformers/models/auto/processing_auto.py", "src/transformers/models/isaac/__init__.py" ], "shared_directories": [ "docs/source/en/model_doc", "src/transformers/models/auto", "src/transformers/models/isaac", "docs/source/en", "src/transformers/models", "tests/models/isaac", "docs/source", "src/transformers", "tests/models", "tests/utils" ] } ] }, { "cluster_id": "pr-scope-43251-2", "pr_numbers": [ 43251, 43254 ], "representative_pr_number": 43251, "average_similarity": 0.904, "summary": "2 open PRs share weighted file overlap around `src/transformers/loss/loss_utils.py`; representative PR #43251.", "shared_filenames": [ "src/transformers/loss/loss_utils.py" ], "shared_directories": [ "src/transformers/loss", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 43251, "right_pr_number": 43254, "similarity": 0.904, "content_similarity": 0.992, "size_similarity": 0.4, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/loss/loss_utils.py" ], "shared_directories": [ "src/transformers/loss", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-43543-2", "pr_numbers": [ 43543, 43775 ], "representative_pr_number": 43543, "average_similarity": 0.82, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`; representative PR #43543.", "shared_filenames": [ "src/transformers/models/jetmoe/modeling_jetmoe.py", "src/transformers/models/dbrx/modeling_dbrx.py", "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py", "src/transformers/models/jamba/modeling_jamba.py", "src/transformers/models/minimax_m2/modeling_minimax_m2.py", "src/transformers/models/mixtral/modular_mixtral.py", "src/transformers/models/phimoe/modeling_phimoe.py", "src/transformers/models/flex_olmo/modeling_flex_olmo.py" ], "shared_directories": [ "src/transformers/models/jetmoe", "src/transformers/models/dbrx", "src/transformers/models/ernie4_5_moe", "src/transformers/models/minimax_m2", "src/transformers/models/phimoe", "src/transformers/models/flex_olmo", "src/transformers/models/jamba", "src/transformers/models/mixtral" ], "pairwise": [ { "left_pr_number": 43543, "right_pr_number": 43775, "similarity": 0.82, "content_similarity": 0.914, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "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" ], "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": 0.818, "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": 0.818, "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" ], "shared_directories": [ "src/transformers/quantizers", "tests/quantization/bnb", "src/transformers", "tests/quantization", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-45639-2", "pr_numbers": [ 45639, 45645 ], "representative_pr_number": 45639, "average_similarity": 0.783, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `src/transformers/testing_utils.py`; representative PR #45639.", "shared_filenames": [ "tests/utils/test_testing_utils.py", "src/transformers/testing_utils.py" ], "shared_directories": [ "tests/utils", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 45639, "right_pr_number": 45645, "similarity": 0.783, "content_similarity": 0.844, "size_similarity": 0.646, "breadth_similarity": 0.5, "concentration_similarity": 0.893, "shared_filenames": [ "src/transformers/testing_utils.py", "tests/utils/test_testing_utils.py" ], "shared_directories": [ "src/transformers", "tests/utils", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-36895-2", "pr_numbers": [ 36895, 44375 ], "representative_pr_number": 36895, "average_similarity": 0.761, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/rf_detr.md`, `src/transformers/loss/loss_lw_detr.py`, `src/transformers/models/rf_detr/__init__.py`; representative PR #36895.", "shared_filenames": [ "docs/source/en/model_doc/rf_detr.md", "src/transformers/loss/loss_lw_detr.py", "src/transformers/models/rf_detr/__init__.py", "src/transformers/models/rf_detr/configuration_rf_detr.py", "src/transformers/models/rf_detr/modeling_rf_detr.py", "src/transformers/models/rf_detr/modular_rf_detr.py", "tests/models/rf_detr/__init__.py", "tests/models/rf_detr/test_modeling_rf_detr.py" ], "shared_directories": [ "src/transformers/models/rf_detr", "docs/source/en/model_doc", "src/transformers/models/auto", "tests/models/rf_detr", "src/transformers/loss", "docs/source/en", "src/transformers/models", "docs/source" ], "pairwise": [ { "left_pr_number": 36895, "right_pr_number": 44375, "similarity": 0.761, "content_similarity": 0.724, "size_similarity": 0.807, "breadth_similarity": 0.866, "concentration_similarity": 0.93, "shared_filenames": [ "docs/source/en/_toctree.yml", "docs/source/en/model_doc/rf_detr.md", "src/transformers/loss/loss_lw_detr.py", "src/transformers/loss/loss_utils.py", "src/transformers/models/__init__.py", "src/transformers/models/auto/image_processing_auto.py", "src/transformers/models/auto/modeling_auto.py", "src/transformers/models/rf_detr/__init__.py", "src/transformers/models/rf_detr/configuration_rf_detr.py", "src/transformers/models/rf_detr/modeling_rf_detr.py" ], "shared_directories": [ "docs/source/en/model_doc", "src/transformers/models/auto", "src/transformers/models/rf_detr", "docs/source/en", "src/transformers/loss", "src/transformers/models", "tests/models/rf_detr", "docs/source", "src/transformers", "tests/models" ] } ] }, { "cluster_id": "pr-scope-41901-2", "pr_numbers": [ 41901, 45523 ], "representative_pr_number": 41901, "average_similarity": 0.718, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.", "shared_filenames": [ "src/transformers/integrations/executorch.py" ], "shared_directories": [ "src/transformers/integrations", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 41901, "right_pr_number": 45523, "similarity": 0.718, "content_similarity": 0.778, "size_similarity": 0.158, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/integrations/executorch.py" ], "shared_directories": [ "src/transformers/integrations", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-43020-2", "pr_numbers": [ 43020, 45144 ], "representative_pr_number": 43020, "average_similarity": 0.712, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/convert_mimo_v2_flash_weights_to_hf.py`; representative PR #43020.", "shared_filenames": [ "src/transformers/models/mimo_v2_flash/__init__.py", "src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py", "src/transformers/models/mimo_v2_flash/convert_mimo_v2_flash_weights_to_hf.py", "src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py", "tests/models/mimo_v2_flash/__init__.py", "tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py", "src/transformers/models/__init__.py", "src/transformers/models/auto/modeling_auto.py" ], "shared_directories": [ "src/transformers/models/mimo_v2_flash", "src/transformers/models/auto", "tests/models/mimo_v2_flash", "src/transformers/models", "tests/models", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 43020, "right_pr_number": 45144, "similarity": 0.712, "content_similarity": 0.715, "size_similarity": 0.694, "breadth_similarity": 0.607, "concentration_similarity": 0.937, "shared_filenames": [ "src/transformers/models/__init__.py", "src/transformers/models/auto/modeling_auto.py", "src/transformers/models/mimo_v2_flash/__init__.py", "src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py", "src/transformers/models/mimo_v2_flash/convert_mimo_v2_flash_weights_to_hf.py", "src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py", "tests/models/mimo_v2_flash/__init__.py", "tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py" ], "shared_directories": [ "src/transformers/models/auto", "src/transformers/models/mimo_v2_flash", "src/transformers/models", "tests/models/mimo_v2_flash", "src/transformers", "tests/models", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-41441-2", "pr_numbers": [ 41441, 43469 ], "representative_pr_number": 41441, "average_similarity": 0.683, "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.", "shared_filenames": [ "src/transformers/hf_argparser.py" ], "shared_directories": [ "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 41441, "right_pr_number": 43469, "similarity": 0.683, "content_similarity": 0.755, "size_similarity": 0.45, "breadth_similarity": 0.5, "concentration_similarity": 0.75, "shared_filenames": [ "src/transformers/hf_argparser.py" ], "shared_directories": [ "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-43747-2", "pr_numbers": [ 43747, 45480 ], "representative_pr_number": 43747, "average_similarity": 0.677, "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" ], "shared_directories": [ "tests/quantization/compressed_tensors_integration", "tests/quantization", "tests" ], "pairwise": [ { "left_pr_number": 43747, "right_pr_number": 45480, "similarity": 0.677, "content_similarity": 0.629, "size_similarity": 0.664, "breadth_similarity": 1.0, "concentration_similarity": 0.751, "shared_filenames": [ "tests/quantization/compressed_tensors_integration/test_compressed_models.py" ], "shared_directories": [ "tests/quantization/compressed_tensors_integration", "tests/quantization", "tests" ] } ] }, { "cluster_id": "pr-scope-43779-2", "pr_numbers": [ 43779, 43816 ], "representative_pr_number": 43779, "average_similarity": 0.667, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.", "shared_filenames": [ "src/transformers/integrations/integration_utils.py" ], "shared_directories": [ "src/transformers/integrations", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 43779, "right_pr_number": 43816, "similarity": 0.667, "content_similarity": 0.685, "size_similarity": 0.25, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/integrations/integration_utils.py" ], "shared_directories": [ "src/transformers/integrations", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-42668-2", "pr_numbers": [ 42668, 45627 ], "representative_pr_number": 42668, "average_similarity": 0.663, "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", "src/transformers/processing_utils.py" ], "shared_directories": [ "tests/models/auto", "tests/models", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 42668, "right_pr_number": 45627, "similarity": 0.663, "content_similarity": 0.808, "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" ] } ] }, { "cluster_id": "pr-scope-44101-2", "pr_numbers": [ 44101, 44116 ], "representative_pr_number": 44101, "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" ], "shared_directories": [ "src/transformers/models/flaubert", "src/transformers/models", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 44101, "right_pr_number": 44116, "similarity": 0.553, "content_similarity": 0.615, "size_similarity": 0.319, "breadth_similarity": 0.5, "concentration_similarity": 0.507, "shared_filenames": [ "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ "src/transformers/models/flaubert", "src/transformers/models", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-43833-2", "pr_numbers": [ 43833, 45804 ], "representative_pr_number": 43833, "average_similarity": 0.552, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.", "shared_filenames": [ "src/transformers/integrations/moe.py" ], "shared_directories": [ "src/transformers/integrations", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 43833, "right_pr_number": 45804, "similarity": 0.552, "content_similarity": 0.421, "size_similarity": 0.714, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/integrations/moe.py" ], "shared_directories": [ "src/transformers/integrations", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-43532-2", "pr_numbers": [ 43532, 43649 ], "representative_pr_number": 43532, "average_similarity": 0.518, "summary": "2 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.", "shared_filenames": [ ".github/workflows/self-comment-ci.yml", "utils/notification_service.py", ".github/workflows/self-scheduled.yml", "tests/models/vit/test_modeling_vit.py" ], "shared_directories": [ "tests/models/vit", ".github/workflows", "tests/models", ".github", "utils", "tests" ], "pairwise": [ { "left_pr_number": 43532, "right_pr_number": 43649, "similarity": 0.518, "content_similarity": 0.466, "size_similarity": 0.395, "breadth_similarity": 0.875, "concentration_similarity": 0.893, "shared_filenames": [ ".github/workflows/self-comment-ci.yml", ".github/workflows/self-scheduled.yml", "tests/models/vit/test_modeling_vit.py", "utils/notification_service.py" ], "shared_directories": [ "tests/models/vit", ".github/workflows", "tests/models", ".github", "tests", "utils" ] } ] }, { "cluster_id": "pr-scope-43363-2", "pr_numbers": [ 43363, 45651 ], "representative_pr_number": 43363, "average_similarity": 0.515, "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": 0.515, "content_similarity": 0.574, "size_similarity": 0.245, "breadth_similarity": 0.5, "concentration_similarity": 0.53, "shared_filenames": [ "src/transformers/trainer_pt_utils.py" ], "shared_directories": [ "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-44114-2", "pr_numbers": [ 44114, 45720 ], "representative_pr_number": 44114, "average_similarity": 0.514, "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/unispeech/modeling_unispeech.py`; representative PR #44114.", "shared_filenames": [ "src/transformers/models/data2vec/modeling_data2vec_audio.py", "src/transformers/models/hubert/modeling_hubert.py", "src/transformers/models/unispeech/modeling_unispeech.py", "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", "src/transformers/models/wav2vec2/modeling_wav2vec2.py", "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", "src/transformers/models/wavlm/modeling_wavlm.py", "src/transformers/models/sew/modeling_sew.py" ], "shared_directories": [ "src/transformers/models/unispeech", "src/transformers/models/unispeech_sat", "src/transformers/models/wav2vec2", "src/transformers/models/wav2vec2_conformer", "src/transformers/models/wavlm", "src/transformers/models/hubert", "src/transformers/models/wav2vec2_bert", "src/transformers/models/sew" ], "pairwise": [ { "left_pr_number": 44114, "right_pr_number": 45720, "similarity": 0.514, "content_similarity": 0.441, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, "shared_filenames": [ "src/transformers/models/data2vec/modeling_data2vec_audio.py", "src/transformers/models/hubert/modeling_hubert.py", "src/transformers/models/sew/modeling_sew.py", "src/transformers/models/sew_d/modeling_sew_d.py", "src/transformers/models/unispeech/modeling_unispeech.py", "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", "src/transformers/models/wav2vec2/modeling_wav2vec2.py", "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py", "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", "src/transformers/models/wavlm/modeling_wavlm.py" ], "shared_directories": [ "src/transformers/models/data2vec", "src/transformers/models/hubert", "src/transformers/models/sew", "src/transformers/models/sew_d", "src/transformers/models/unispeech", "src/transformers/models/unispeech_sat", "src/transformers/models/wav2vec2", "src/transformers/models/wav2vec2_bert", "src/transformers/models/wav2vec2_conformer", "src/transformers/models/wavlm" ] } ] }, { "cluster_id": "pr-scope-45056-2", "pr_numbers": [ 45056, 45128 ], "representative_pr_number": 45056, "average_similarity": 0.502, "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.", "shared_filenames": [ "src/transformers/utils/auto_docstring.py" ], "shared_directories": [ "src/transformers/utils", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 45056, "right_pr_number": 45128, "similarity": 0.502, "content_similarity": 0.398, "size_similarity": 0.669, "breadth_similarity": 0.875, "concentration_similarity": 0.724, "shared_filenames": [ "src/transformers/utils/auto_docstring.py" ], "shared_directories": [ "src/transformers/utils", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-45332-2", "pr_numbers": [ 45332, 45333 ], "representative_pr_number": 45332, "average_similarity": 0.498, "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", "src/transformers/heterogeneity/configuration_utils.py", "tests/heterogeneity/__init__.py", "tests/heterogeneity/test_configuration_utils.py", "src/transformers/configuration_utils.py" ], "shared_directories": [ "src/transformers/heterogeneity", "tests/heterogeneity", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 45332, "right_pr_number": 45333, "similarity": 0.498, "content_similarity": 0.53, "size_similarity": 0.215, "breadth_similarity": 0.479, "concentration_similarity": 0.945, "shared_filenames": [ "src/transformers/configuration_utils.py", "src/transformers/heterogeneity/__init__.py", "src/transformers/heterogeneity/configuration_utils.py", "tests/heterogeneity/__init__.py", "tests/heterogeneity/test_configuration_utils.py" ], "shared_directories": [ "src/transformers/heterogeneity", "src/transformers", "tests/heterogeneity", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-45709-2", "pr_numbers": [ 45709, 45742 ], "representative_pr_number": 45709, "average_similarity": 0.493, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/llama/modeling_llama.py`; representative PR #45709.", "shared_filenames": [ "src/transformers/models/llama/modeling_llama.py" ], "shared_directories": [ "src/transformers/models/llama", "src/transformers/models", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 45709, "right_pr_number": 45742, "similarity": 0.493, "content_similarity": 0.366, "size_similarity": 0.782, "breadth_similarity": 0.833, "concentration_similarity": 0.72, "shared_filenames": [ "src/transformers/models/llama/modeling_llama.py" ], "shared_directories": [ "src/transformers/models/llama", "src/transformers/models", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-40755-2", "pr_numbers": [ 40755, 45233 ], "representative_pr_number": 40755, "average_similarity": 0.488, "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", "src/transformers/models/timesfm/modular_timesfm.py", "tests/models/timesfm/test_modeling_timesfm.py" ], "shared_directories": [ "src/transformers/models/timesfm", "tests/models/timesfm", "src/transformers/models", "tests/models", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 40755, "right_pr_number": 45233, "similarity": 0.488, "content_similarity": 0.461, "size_similarity": 0.266, "breadth_similarity": 0.792, "concentration_similarity": 0.928, "shared_filenames": [ "src/transformers/models/timesfm/modeling_timesfm.py", "src/transformers/models/timesfm/modular_timesfm.py", "tests/models/timesfm/test_modeling_timesfm.py" ], "shared_directories": [ "src/transformers/models/timesfm", "src/transformers/models", "tests/models/timesfm", "src/transformers", "tests/models", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-45034-2", "pr_numbers": [ 45034, 45513 ], "representative_pr_number": 45034, "average_similarity": 0.475, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `tests/models/qwen3_5/test_modeling_qwen3_5.py`, `src/transformers/models/qwen3_next/modeling_qwen3_next.py`; representative PR #45034.", "shared_filenames": [ "src/transformers/models/qwen3_next/modular_qwen3_next.py", "tests/models/qwen3_5/test_modeling_qwen3_5.py", "src/transformers/models/qwen3_next/modeling_qwen3_next.py", "src/transformers/models/qwen3_5/modular_qwen3_5.py", "src/transformers/models/qwen3_5/modeling_qwen3_5.py" ], "shared_directories": [ "src/transformers/models/qwen3_next", "src/transformers/models/qwen3_5", "tests/models/qwen3_5", "src/transformers/models", "tests/models", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 45034, "right_pr_number": 45513, "similarity": 0.475, "content_similarity": 0.446, "size_similarity": 0.295, "breadth_similarity": 0.829, "concentration_similarity": 0.707, "shared_filenames": [ "src/transformers/models/qwen3_5/modeling_qwen3_5.py", "src/transformers/models/qwen3_5/modular_qwen3_5.py", "src/transformers/models/qwen3_next/modeling_qwen3_next.py", "src/transformers/models/qwen3_next/modular_qwen3_next.py", "tests/models/qwen3_5/test_modeling_qwen3_5.py" ], "shared_directories": [ "src/transformers/models/qwen3_5", "src/transformers/models/qwen3_next", "src/transformers/models", "tests/models/qwen3_5", "src/transformers", "tests/models", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-41356-2", "pr_numbers": [ 41356, 44339 ], "representative_pr_number": 41356, "average_similarity": 0.445, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`, `src/transformers/models/deimv2/configuration_deimv2.py`; representative PR #41356.", "shared_filenames": [ "docs/source/en/model_doc/deimv2.md", "src/transformers/models/deimv2/__init__.py", "src/transformers/models/deimv2/configuration_deimv2.py", "tests/models/deimv2/__init__.py", "tests/models/deimv2/test_modeling_deimv2.py", "src/transformers/models/deimv2/modeling_deimv2.py" ], "shared_directories": [ "src/transformers/models/deimv2", "docs/source/en/model_doc", "tests/models/deimv2", "docs/source/en", "src/transformers/models", "docs/source", "tests/models", "src/transformers" ], "pairwise": [ { "left_pr_number": 41356, "right_pr_number": 44339, "similarity": 0.445, "content_similarity": 0.485, "size_similarity": 0.081, "breadth_similarity": 0.444, "concentration_similarity": 0.974, "shared_filenames": [ "docs/source/en/model_doc/deimv2.md", "src/transformers/models/deimv2/__init__.py", "src/transformers/models/deimv2/configuration_deimv2.py", "src/transformers/models/deimv2/modeling_deimv2.py", "tests/models/deimv2/__init__.py", "tests/models/deimv2/test_modeling_deimv2.py" ], "shared_directories": [ "docs/source/en/model_doc", "src/transformers/models/deimv2", "docs/source/en", "src/transformers/models", "tests/models/deimv2", "docs/source", "src/transformers", "tests/models", "docs", "src" ] } ] }, { "cluster_id": "pr-scope-44606-2", "pr_numbers": [ 44606, 45086 ], "representative_pr_number": 44606, "average_similarity": 0.424, "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.", "shared_filenames": [ "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 44606, "right_pr_number": 45086, "similarity": 0.424, "content_similarity": 0.344, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-42112-2", "pr_numbers": [ 42112, 45413 ], "representative_pr_number": 42112, "average_similarity": 0.423, "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", "tests/generation/test_logits_process.py" ], "shared_directories": [ "src/transformers/generation", "tests/generation", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 42112, "right_pr_number": 45413, "similarity": 0.423, "content_similarity": 0.465, "size_similarity": 0.017, "breadth_similarity": 0.458, "concentration_similarity": 0.981, "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" ] } ] }, { "cluster_id": "pr-scope-44889-2", "pr_numbers": [ 44889, 44981 ], "representative_pr_number": 44889, "average_similarity": 0.403, "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.", "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "tests/trainer", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 44889, "right_pr_number": 44981, "similarity": 0.403, "content_similarity": 0.162, "size_similarity": 0.991, "breadth_similarity": 1.0, "concentration_similarity": 0.812, "shared_filenames": [ "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", "tests/trainer", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-42655-2", "pr_numbers": [ 42655, 45618 ], "representative_pr_number": 42655, "average_similarity": 0.376, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.", "shared_filenames": [ "src/transformers/generation/utils.py" ], "shared_directories": [ "src/transformers/generation", "tests/generation", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 42655, "right_pr_number": 45618, "similarity": 0.376, "content_similarity": 0.21, "size_similarity": 0.974, "breadth_similarity": 0.389, "concentration_similarity": 0.878, "shared_filenames": [ "src/transformers/generation/utils.py" ], "shared_directories": [ "src/transformers/generation", "src/transformers", "tests/generation", "src", "tests" ] } ] }, { "cluster_id": "pr-scope-44642-2", "pr_numbers": [ 44642, 45552 ], "representative_pr_number": 44642, "average_similarity": 0.359, "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.", "shared_filenames": [ "src/transformers/utils/auto_docstring.py" ], "shared_directories": [ "src/transformers/utils", "src/transformers", "src" ], "pairwise": [ { "left_pr_number": 44642, "right_pr_number": 45552, "similarity": 0.359, "content_similarity": 0.263, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ "src/transformers/utils/auto_docstring.py" ], "shared_directories": [ "src/transformers/utils", "src/transformers", "src" ] } ] }, { "cluster_id": "pr-scope-45097-2", "pr_numbers": [ 45097, 45661 ], "representative_pr_number": 45097, "average_similarity": 0.352, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_core_model_loading.py`, `src/transformers/core_model_loading.py`, `src/transformers/conversion_mapping.py`; representative PR #45097.", "shared_filenames": [ "tests/utils/test_core_model_loading.py", "src/transformers/core_model_loading.py", "src/transformers/conversion_mapping.py" ], "shared_directories": [ "tests/utils", "tests/models", "src/transformers", "tests", "src" ], "pairwise": [ { "left_pr_number": 45097, "right_pr_number": 45661, "similarity": 0.352, "content_similarity": 0.226, "size_similarity": 0.797, "breadth_similarity": 0.378, "concentration_similarity": 0.726, "shared_filenames": [ "src/transformers/conversion_mapping.py", "src/transformers/core_model_loading.py", "tests/utils/test_core_model_loading.py" ], "shared_directories": [ "src/transformers", "tests/models", "tests/utils", "src", "tests" ] } ] } ] }