diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,8 +1,8 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260720T060031Z", - "generated_at": "2026-07-20T06:01:16Z", - "cluster_count": 84, + "snapshot_id": "20260720T120037Z", + "generated_at": "2026-07-20T12:02:30Z", + "cluster_count": 85, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-11", @@ -130,7 +130,7 @@ "left_pr_number": 44257, "right_pr_number": 47379, "similarity": 0.492, - "content_similarity": 0.275, + "content_similarity": 0.274, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -178,7 +178,7 @@ "left_pr_number": 44123, "right_pr_number": 45067, "similarity": 0.473, - "content_similarity": 0.365, + "content_similarity": 0.364, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -210,7 +210,7 @@ "left_pr_number": 43636, "right_pr_number": 43663, "similarity": 0.464, - "content_similarity": 0.355, + "content_similarity": 0.354, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -257,7 +257,7 @@ { "left_pr_number": 45067, "right_pr_number": 47379, - "similarity": 0.451, + "similarity": 0.45, "content_similarity": 0.378, "size_similarity": 0.24, "breadth_similarity": 1.0, @@ -305,7 +305,7 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.442, + "similarity": 0.441, "content_similarity": 0.322, "size_similarity": 0.44, "breadth_similarity": 1.0, @@ -354,7 +354,7 @@ "left_pr_number": 43636, "right_pr_number": 47379, "similarity": 0.433, - "content_similarity": 0.288, + "content_similarity": 0.287, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -418,7 +418,7 @@ "left_pr_number": 43663, "right_pr_number": 44257, "similarity": 0.423, - "content_similarity": 0.339, + "content_similarity": 0.338, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -466,7 +466,7 @@ "left_pr_number": 43651, "right_pr_number": 44660, "similarity": 0.418, - "content_similarity": 0.312, + "content_similarity": 0.311, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -498,7 +498,7 @@ "left_pr_number": 43663, "right_pr_number": 45055, "similarity": 0.407, - "content_similarity": 0.342, + "content_similarity": 0.341, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -514,7 +514,7 @@ "left_pr_number": 44257, "right_pr_number": 45067, "similarity": 0.401, - "content_similarity": 0.308, + "content_similarity": 0.307, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -530,7 +530,7 @@ "left_pr_number": 43651, "right_pr_number": 44189, "similarity": 0.399, - "content_similarity": 0.309, + "content_similarity": 0.308, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -658,7 +658,7 @@ "left_pr_number": 44257, "right_pr_number": 45055, "similarity": 0.383, - "content_similarity": 0.226, + "content_similarity": 0.225, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -690,7 +690,7 @@ "left_pr_number": 44123, "right_pr_number": 44189, "similarity": 0.375, - "content_similarity": 0.307, + "content_similarity": 0.306, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -706,7 +706,7 @@ "left_pr_number": 43636, "right_pr_number": 44123, "similarity": 0.374, - "content_similarity": 0.278, + "content_similarity": 0.277, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -882,7 +882,7 @@ "left_pr_number": 43636, "right_pr_number": 45273, "similarity": 0.319, - "content_similarity": 0.203, + "content_similarity": 0.202, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -913,7 +913,7 @@ ] }, { - "cluster_id": "pr-scope-44070-7", + "cluster_id": "pr-scope-44070-8", "pr_numbers": [ 44070, 45296, @@ -921,15 +921,17 @@ 45668, 46718, 47052, - 47400 + 47400, + 47421 ], "representative_pr_number": 45546, - "average_similarity": 0.706, - "summary": "7 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.", + "average_similarity": 0.7, + "summary": "8 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" + "src/transformers/modeling_gguf_pytorch_utils.py", + "docs/source/en/gguf.md" ], "shared_directories": [ "tests/quantization/ggml", @@ -937,7 +939,9 @@ "tests/quantization", "src/transformers", "tests", - "src" + "src", + "docs/source/en", + "docs/source" ], "pairwise": [ { @@ -965,8 +969,8 @@ { "left_pr_number": 44070, "right_pr_number": 45296, - "similarity": 0.872, - "content_similarity": 0.885, + "similarity": 0.871, + "content_similarity": 0.884, "size_similarity": 0.702, "breadth_similarity": 1.0, "concentration_similarity": 0.932, @@ -987,8 +991,8 @@ { "left_pr_number": 45668, "right_pr_number": 46718, - "similarity": 0.808, - "content_similarity": 0.781, + "similarity": 0.804, + "content_similarity": 0.775, "size_similarity": 0.773, "breadth_similarity": 1.0, "concentration_similarity": 0.912, @@ -1009,8 +1013,8 @@ { "left_pr_number": 45668, "right_pr_number": 47400, - "similarity": 0.8, - "content_similarity": 0.794, + "similarity": 0.799, + "content_similarity": 0.793, "size_similarity": 0.812, "breadth_similarity": 0.75, "concentration_similarity": 0.943, @@ -1031,8 +1035,8 @@ { "left_pr_number": 45546, "right_pr_number": 45668, - "similarity": 0.798, - "content_similarity": 0.766, + "similarity": 0.793, + "content_similarity": 0.761, "size_similarity": 0.773, "breadth_similarity": 1.0, "concentration_similarity": 0.903, @@ -1053,8 +1057,8 @@ { "left_pr_number": 46718, "right_pr_number": 47400, - "similarity": 0.783, - "content_similarity": 0.808, + "similarity": 0.782, + "content_similarity": 0.806, "size_similarity": 0.627, "breadth_similarity": 0.75, "concentration_similarity": 0.969, @@ -1075,8 +1079,8 @@ { "left_pr_number": 45546, "right_pr_number": 47400, - "similarity": 0.781, - "content_similarity": 0.805, + "similarity": 0.779, + "content_similarity": 0.803, "size_similarity": 0.627, "breadth_similarity": 0.75, "concentration_similarity": 0.96, @@ -1094,6 +1098,28 @@ "tests" ] }, + { + "left_pr_number": 46718, + "right_pr_number": 47421, + "similarity": 0.779, + "content_similarity": 0.824, + "size_similarity": 0.529, + "breadth_similarity": 0.75, + "concentration_similarity": 0.961, + "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, @@ -1116,6 +1142,28 @@ "tests" ] }, + { + "left_pr_number": 45546, + "right_pr_number": 47421, + "similarity": 0.775, + "content_similarity": 0.819, + "size_similarity": 0.529, + "breadth_similarity": 0.75, + "concentration_similarity": 0.952, + "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": 46718, @@ -1138,11 +1186,37 @@ "tests" ] }, + { + "left_pr_number": 47400, + "right_pr_number": 47421, + "similarity": 0.736, + "content_similarity": 0.767, + "size_similarity": 0.332, + "breadth_similarity": 1.0, + "concentration_similarity": 0.993, + "shared_filenames": [ + "docs/source/en/gguf.md", + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "tests/quantization/ggml/test_ggml.py" + ], + "shared_directories": [ + "docs/source/en", + "src/transformers/integrations", + "tests/quantization/ggml", + "docs/source", + "src/transformers", + "tests/quantization", + "docs", + "src", + "tests" + ] + }, { "left_pr_number": 44070, "right_pr_number": 45546, - "similarity": 0.728, - "content_similarity": 0.744, + "similarity": 0.727, + "content_similarity": 0.742, "size_similarity": 0.404, "breadth_similarity": 1.0, "concentration_similarity": 0.927, @@ -1163,8 +1237,8 @@ { "left_pr_number": 44070, "right_pr_number": 46718, - "similarity": 0.713, - "content_similarity": 0.722, + "similarity": 0.712, + "content_similarity": 0.72, "size_similarity": 0.404, "breadth_similarity": 1.0, "concentration_similarity": 0.937, @@ -1182,11 +1256,77 @@ "tests" ] }, + { + "left_pr_number": 45296, + "right_pr_number": 47421, + "similarity": 0.696, + "content_similarity": 0.625, + "size_similarity": 0.918, + "breadth_similarity": 0.75, + "concentration_similarity": 0.907, + "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": 47421, + "similarity": 0.679, + "content_similarity": 0.629, + "size_similarity": 0.765, + "breadth_similarity": 0.75, + "concentration_similarity": 0.975, + "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": 45668, + "right_pr_number": 47421, + "similarity": 0.659, + "content_similarity": 0.678, + "size_similarity": 0.409, + "breadth_similarity": 0.75, + "concentration_similarity": 0.951, + "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": 0.647, - "content_similarity": 0.618, + "similarity": 0.644, + "content_similarity": 0.613, "size_similarity": 0.445, "breadth_similarity": 1.0, "concentration_similarity": 0.956, @@ -1207,8 +1347,8 @@ { "left_pr_number": 46718, "right_pr_number": 47052, - "similarity": 0.646, - "content_similarity": 0.595, + "similarity": 0.644, + "content_similarity": 0.594, "size_similarity": 0.773, "breadth_similarity": 0.667, "concentration_similarity": 0.923, @@ -1226,13 +1366,13 @@ ] }, { - "left_pr_number": 45668, + "left_pr_number": 45546, "right_pr_number": 47052, - "similarity": 0.645, - "content_similarity": 0.552, - "size_similarity": 1.0, + "similarity": 0.641, + "content_similarity": 0.588, + "size_similarity": 0.773, "breadth_similarity": 0.667, - "concentration_similarity": 0.835, + "concentration_similarity": 0.932, "shared_filenames": [ "src/transformers/integrations/ggml.py", "tests/quantization/ggml/test_ggml.py" @@ -1247,13 +1387,13 @@ ] }, { - "left_pr_number": 45546, + "left_pr_number": 45668, "right_pr_number": 47052, - "similarity": 0.642, - "content_similarity": 0.59, - "size_similarity": 0.773, + "similarity": 0.64, + "content_similarity": 0.545, + "size_similarity": 1.0, "breadth_similarity": 0.667, - "concentration_similarity": 0.932, + "concentration_similarity": 0.835, "shared_filenames": [ "src/transformers/integrations/ggml.py", "tests/quantization/ggml/test_ggml.py" @@ -1270,8 +1410,8 @@ { "left_pr_number": 44070, "right_pr_number": 45668, - "similarity": 0.631, - "content_similarity": 0.622, + "similarity": 0.628, + "content_similarity": 0.618, "size_similarity": 0.312, "breadth_similarity": 1.0, "concentration_similarity": 0.976, @@ -1292,8 +1432,8 @@ { "left_pr_number": 45296, "right_pr_number": 47400, - "similarity": 0.6, - "content_similarity": 0.608, + "similarity": 0.597, + "content_similarity": 0.605, "size_similarity": 0.361, "breadth_similarity": 0.75, "concentration_similarity": 0.9, @@ -1314,8 +1454,8 @@ { "left_pr_number": 45296, "right_pr_number": 47052, - "similarity": 0.576, - "content_similarity": 0.576, + "similarity": 0.574, + "content_similarity": 0.573, "size_similarity": 0.445, "breadth_similarity": 0.667, "concentration_similarity": 0.791, @@ -1335,8 +1475,8 @@ { "left_pr_number": 44070, "right_pr_number": 47400, - "similarity": 0.569, - "content_similarity": 0.583, + "similarity": 0.567, + "content_similarity": 0.58, "size_similarity": 0.254, "breadth_similarity": 0.75, "concentration_similarity": 0.968, @@ -1357,8 +1497,8 @@ { "left_pr_number": 44070, "right_pr_number": 47052, - "similarity": 0.545, - "content_similarity": 0.556, + "similarity": 0.544, + "content_similarity": 0.553, "size_similarity": 0.312, "breadth_similarity": 0.667, "concentration_similarity": 0.86, @@ -1378,8 +1518,8 @@ { "left_pr_number": 47052, "right_pr_number": 47400, - "similarity": 0.53, - "content_similarity": 0.448, + "similarity": 0.528, + "content_similarity": 0.444, "size_similarity": 0.812, "breadth_similarity": 0.5, "concentration_similarity": 0.892, @@ -1395,502 +1535,150 @@ "src", "tests" ] + }, + { + "left_pr_number": 47052, + "right_pr_number": 47421, + "similarity": 0.497, + "content_similarity": 0.487, + "size_similarity": 0.409, + "breadth_similarity": 0.5, + "concentration_similarity": 0.884, + "shared_filenames": [ + "src/transformers/integrations/ggml.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-46504-6", + "cluster_id": "pr-scope-41606-7", "pr_numbers": [ - 46504, - 46554, - 46558, - 46563, - 46716, - 46747 + 41606, + 42668, + 44543, + 45422, + 45627, + 46161, + 47386 ], - "representative_pr_number": 46716, - "average_similarity": 0.728, - "summary": "6 open PRs share weighted file overlap around `.github/workflows/pr-ci-security-gate.yml`; representative PR #46716.", + "representative_pr_number": 44543, + "average_similarity": 0.399, + "summary": "7 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #44543.", "shared_filenames": [ - ".github/workflows/pr-ci-security-gate.yml" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py", + "tests/models/auto/test_processor_auto.py", + "tests/test_tokenization_common.py", + "src/transformers/tokenization_utils_base.py" ], "shared_directories": [ - ".github/workflows", - ".github" + "src/transformers", + "tests", + "src", + "tests/models/auto", + "tests/models" ], "pairwise": [ { - "left_pr_number": 46716, - "right_pr_number": 46747, - "similarity": 0.993, - "content_similarity": 0.99, - "size_similarity": 1.0, + "left_pr_number": 41606, + "right_pr_number": 44543, + "similarity": 0.684, + "content_similarity": 0.66, + "size_similarity": 0.583, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.683, "shared_filenames": [ - ".github/workflows/pr-ci-security-gate.yml" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - ".github/workflows", - ".github" + "src/transformers", + "src", + "tests" ] }, { - "left_pr_number": 46558, - "right_pr_number": 46747, - "similarity": 0.991, - "content_similarity": 0.987, - "size_similarity": 1.0, + "left_pr_number": 45627, + "right_pr_number": 46161, + "similarity": 0.674, + "content_similarity": 0.589, + "size_similarity": 0.747, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.985, "shared_filenames": [ - ".github/workflows/pr-ci-security-gate.yml" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - ".github/workflows", - ".github" + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 46558, - "right_pr_number": 46716, - "similarity": 0.968, - "content_similarity": 0.955, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 42668, + "right_pr_number": 45627, + "similarity": 0.657, + "content_similarity": 0.799, + "size_similarity": 0.189, + "breadth_similarity": 0.216, + "concentration_similarity": 0.952, "shared_filenames": [ - ".github/workflows/pr-ci-security-gate.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 46563, - "right_pr_number": 46716, - "similarity": 0.949, - "content_similarity": 0.999, - "size_similarity": 0.667, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - ".github/workflows/pr-ci-security-gate.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 46563, - "right_pr_number": 46747, - "similarity": 0.946, - "content_similarity": 0.995, - "size_similarity": 0.667, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - ".github/workflows/pr-ci-security-gate.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 46558, - "right_pr_number": 46563, - "similarity": 0.926, - "content_similarity": 0.966, - "size_similarity": 0.667, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - ".github/workflows/pr-ci-security-gate.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 46554, - "right_pr_number": 46563, - 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"content_similarity": 0.527, + "content_similarity": 0.526, "size_similarity": 0.14, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4060,7 +3881,7 @@ "left_pr_number": 41097, "right_pr_number": 43549, "similarity": 0.555, - "content_similarity": 0.45, + "content_similarity": 0.449, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4108,30 +3929,188 @@ "left_pr_number": 43549, "right_pr_number": 44547, "similarity": 0.435, - "content_similarity": 0.351, + "content_similarity": 0.35, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "src/transformers/modeling_flash_attention_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 41097, + "right_pr_number": 44547, + "similarity": 0.393, + "content_similarity": 0.312, + "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-45294-4", + "pr_numbers": [ + 45294, + 45438, + 45883, + 46642 + ], + "representative_pr_number": 45438, + "average_similarity": 0.479, + "summary": "4 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", + "tests/models", + "tests", + "docs/source/en/model_doc", + "src/transformers/models/auto" + ], + "pairwise": [ + { + "left_pr_number": 45294, + "right_pr_number": 45438, + "similarity": 0.75, + "content_similarity": 0.768, + "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": 45294, + "right_pr_number": 45883, + "similarity": 0.541, + "content_similarity": 0.461, + "size_similarity": 0.933, + "breadth_similarity": 0.325, + "concentration_similarity": 0.908, + "shared_filenames": [ + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45438, + "right_pr_number": 45883, + "similarity": 0.536, + "content_similarity": 0.57, + "size_similarity": 0.392, + "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": 45438, + "right_pr_number": 46642, + "similarity": 0.401, + "content_similarity": 0.317, + "size_similarity": 0.654, + "breadth_similarity": 0.561, + "concentration_similarity": 0.499, + "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", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45294, + "right_pr_number": 46642, + "similarity": 0.343, + "content_similarity": 0.314, + "size_similarity": 0.275, + "breadth_similarity": 0.561, + "concentration_similarity": 0.51, + "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" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 41097, - "right_pr_number": 44547, - "similarity": 0.393, - "content_similarity": 0.312, - "size_similarity": 0.16, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45883, + "right_pr_number": 46642, + "similarity": 0.303, + "content_similarity": 0.323, + "size_similarity": 0.256, + "breadth_similarity": 0.174, + "concentration_similarity": 0.419, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "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" ] @@ -4329,7 +4308,7 @@ { "left_pr_number": 45541, "right_pr_number": 47416, - "similarity": 0.507, + "similarity": 0.506, "content_similarity": 0.406, "size_similarity": 0.481, "breadth_similarity": 1.0, @@ -4377,8 +4356,8 @@ { "left_pr_number": 46177, "right_pr_number": 47224, - "similarity": 0.318, - "content_similarity": 0.283, + "similarity": 0.317, + "content_similarity": 0.282, "size_similarity": 0.389, "breadth_similarity": 0.267, "concentration_similarity": 0.694, @@ -4540,7 +4519,7 @@ "left_pr_number": 33686, "right_pr_number": 44550, "similarity": 0.392, - "content_similarity": 0.132, + "content_similarity": 0.131, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4555,8 +4534,8 @@ { "left_pr_number": 44407, "right_pr_number": 44550, - "similarity": 0.362, - "content_similarity": 0.098, + "similarity": 0.361, + "content_similarity": 0.097, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4570,8 +4549,8 @@ { "left_pr_number": 44550, "right_pr_number": 47301, - "similarity": 0.357, - "content_similarity": 0.101, + "similarity": 0.356, + "content_similarity": 0.1, "size_similarity": 0.909, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4585,7 +4564,7 @@ { "left_pr_number": 33686, "right_pr_number": 44407, - "similarity": 0.353, + "similarity": 0.352, "content_similarity": 0.084, "size_similarity": 0.957, "breadth_similarity": 1.0, @@ -4601,7 +4580,7 @@ "left_pr_number": 33686, "right_pr_number": 47301, "similarity": 0.347, - "content_similarity": 0.087, + "content_similarity": 0.086, "size_similarity": 0.909, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4616,7 +4595,7 @@ "left_pr_number": 44407, "right_pr_number": 47301, "similarity": 0.345, - "content_similarity": 0.093, + "content_similarity": 0.092, "size_similarity": 0.87, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4638,7 +4617,7 @@ 47304 ], "representative_pr_number": 46319, - "average_similarity": 0.355, + "average_similarity": 0.354, "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46319.", "shared_filenames": [], "shared_directories": [ @@ -4651,7 +4630,7 @@ "left_pr_number": 46319, "right_pr_number": 47212, "similarity": 0.359, - "content_similarity": 0.09, + "content_similarity": 0.089, "size_similarity": 0.974, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4681,7 +4660,7 @@ "left_pr_number": 46889, "right_pr_number": 47212, "similarity": 0.355, - "content_similarity": 0.079, + "content_similarity": 0.078, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4695,7 +4674,7 @@ { "left_pr_number": 47212, "right_pr_number": 47304, - "similarity": 0.355, + "similarity": 0.354, "content_similarity": 0.095, "size_similarity": 0.921, "breadth_similarity": 1.0, @@ -4710,8 +4689,8 @@ { "left_pr_number": 46319, "right_pr_number": 46889, - "similarity": 0.352, - "content_similarity": 0.08, + "similarity": 0.351, + "content_similarity": 0.079, "size_similarity": 0.974, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5244,7 +5223,7 @@ "src/transformers/models/data2vec", "src/transformers/models/hubert", "src/transformers/models/sew", - "src/transformers/models/wav2vec2" + "src/transformers/models/wav2vec2_bert" ], "pairwise": [ { @@ -5284,7 +5263,7 @@ "left_pr_number": 44114, "right_pr_number": 45720, "similarity": 0.507, - "content_similarity": 0.432, + "content_similarity": 0.431, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, @@ -5316,7 +5295,7 @@ { "left_pr_number": 45720, "right_pr_number": 46196, - "similarity": 0.388, + "similarity": 0.387, "content_similarity": 0.316, "size_similarity": 0.237, "breadth_similarity": 0.809, @@ -5613,7 +5592,7 @@ "left_pr_number": 46269, "right_pr_number": 47165, "similarity": 0.54, - "content_similarity": 0.585, + "content_similarity": 0.584, "size_similarity": 0.083, "breadth_similarity": 0.773, "concentration_similarity": 0.825, @@ -5861,84 +5840,6 @@ } ] }, - { - "cluster_id": "pr-scope-44940-3", - "pr_numbers": [ - 44940, - 47408, - 47411 - ], - "representative_pr_number": 47408, - "average_similarity": 0.411, - "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`, `tests/utils/test_modeling_utils.py`; representative PR #47408.", - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "tests/utils", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44940, - "right_pr_number": 47408, - "similarity": 0.541, - "content_similarity": 0.484, - "size_similarity": 0.473, - "breadth_similarity": 0.833, - "concentration_similarity": 0.965, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 47408, - "right_pr_number": 47411, - "similarity": 0.372, - "content_similarity": 0.202, - "size_similarity": 0.574, - "breadth_similarity": 1.0, - "concentration_similarity": 0.893, - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 44940, - "right_pr_number": 47411, - "similarity": 0.32, - "content_similarity": 0.095, - "size_similarity": 0.824, - "breadth_similarity": 0.833, - "concentration_similarity": 0.927, - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-44889-3", "pr_numbers": [ @@ -6487,6 +6388,53 @@ } ] }, + { + "cluster_id": "pr-scope-46578-2", + "pr_numbers": [ + 46578, + 47428 + ], + "representative_pr_number": 46578, + "average_similarity": 0.829, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/wav2vec2/tokenization_wav2vec2.py`, `tests/models/wav2vec2/test_tokenization_wav2vec2.py`; representative PR #46578.", + "shared_filenames": [ + "src/transformers/models/wav2vec2/tokenization_wav2vec2.py", + "tests/models/wav2vec2/test_tokenization_wav2vec2.py" + ], + "shared_directories": [ + "src/transformers/models/wav2vec2", + "tests/models/wav2vec2", + "src/transformers/models", + "tests/models", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46578, + "right_pr_number": 47428, + "similarity": 0.829, + "content_similarity": 0.874, + "size_similarity": 0.5, + "breadth_similarity": 1.0, + "concentration_similarity": 0.845, + "shared_filenames": [ + "src/transformers/models/wav2vec2/tokenization_wav2vec2.py", + "tests/models/wav2vec2/test_tokenization_wav2vec2.py" + ], + "shared_directories": [ + "src/transformers/models/wav2vec2", + "src/transformers/models", + "tests/models/wav2vec2", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-46300-2", "pr_numbers": [ @@ -6661,7 +6609,7 @@ 45977 ], "representative_pr_number": 44794, - "average_similarity": 0.714, + "average_similarity": 0.712, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`, `src/transformers/quantizers/quantizer_gguf.py`; representative PR #44794.", "shared_filenames": [ "src/transformers/integrations/gguf_dequant.py", @@ -6687,8 +6635,8 @@ { "left_pr_number": 44794, "right_pr_number": 45977, - "similarity": 0.714, - "content_similarity": 0.734, + "similarity": 0.712, + "content_similarity": 0.732, "size_similarity": 0.596, "breadth_similarity": 0.694, "concentration_similarity": 0.82, @@ -6940,6 +6888,70 @@ } ] }, + { + "cluster_id": "pr-scope-47290-2", + "pr_numbers": [ + 47290, + 47384 + ], + "representative_pr_number": 47290, + "average_similarity": 0.585, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/gemma4_unified/configuration_gemma4_unified.py`, `src/transformers/models/diffusion_gemma/configuration_diffusion_gemma.py`, `src/transformers/models/gemma4_unified/modeling_gemma4_unified.py`; representative PR #47290.", + "shared_filenames": [ + "src/transformers/models/gemma4_unified/configuration_gemma4_unified.py", + "src/transformers/models/diffusion_gemma/configuration_diffusion_gemma.py", + "src/transformers/models/gemma4_unified/modeling_gemma4_unified.py", + "src/transformers/integrations/executorch.py", + "src/transformers/models/gemma4/configuration_gemma4.py", + "src/transformers/models/gemma4_unified/modular_gemma4_unified.py", + "tests/generation/test_utils.py", + "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4_unified", + "src/transformers/models/diffusion_gemma", + "src/transformers/models/gemma4", + "src/transformers/integrations", + "src/transformers/models", + "tests/generation", + "src/transformers", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 47290, + "right_pr_number": 47384, + "similarity": 0.585, + "content_similarity": 0.466, + "size_similarity": 0.819, + "breadth_similarity": 0.879, + "concentration_similarity": 0.95, + "shared_filenames": [ + "src/transformers/integrations/executorch.py", + "src/transformers/models/diffusion_gemma/configuration_diffusion_gemma.py", + "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py", + "src/transformers/models/gemma4/configuration_gemma4.py", + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py", + "src/transformers/models/gemma4_unified/configuration_gemma4_unified.py", + "src/transformers/models/gemma4_unified/modeling_gemma4_unified.py", + "src/transformers/models/gemma4_unified/modular_gemma4_unified.py", + "tests/generation/test_utils.py" + ], + "shared_directories": [ + "src/transformers/models/diffusion_gemma", + "src/transformers/models/gemma4", + "src/transformers/models/gemma4_unified", + "src/transformers/integrations", + "src/transformers/models", + "src/transformers", + "tests/generation", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-44228-2", "pr_numbers": [ @@ -6947,7 +6959,7 @@ 46324 ], "representative_pr_number": 44228, - "average_similarity": 0.568, + "average_similarity": 0.565, "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.", "shared_filenames": [ "src/transformers/quantizers/quantizers_utils.py", @@ -6962,8 +6974,8 @@ { "left_pr_number": 44228, "right_pr_number": 46324, - "similarity": 0.568, - "content_similarity": 0.607, + "similarity": 0.565, + "content_similarity": 0.603, "size_similarity": 0.259, "breadth_similarity": 0.583, "concentration_similarity": 0.926, @@ -7018,6 +7030,43 @@ } ] }, + { + "cluster_id": "pr-scope-45730-2", + "pr_numbers": [ + 45730, + 47423 + ], + "representative_pr_number": 45730, + "average_similarity": 0.532, + "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/mxfp4.py`; representative PR #45730.", + "shared_filenames": [ + "src/transformers/integrations/mxfp4.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45730, + "right_pr_number": 47423, + "similarity": 0.532, + "content_similarity": 0.502, + "size_similarity": 0.207, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/integrations/mxfp4.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-45300-2", "pr_numbers": [ @@ -7349,41 +7398,6 @@ } ] }, - { - "cluster_id": "pr-scope-46735-2", - "pr_numbers": [ - 46735, - 47153 - ], - "representative_pr_number": 46735, - "average_similarity": 0.489, - "summary": "2 open PRs share weighted file overlap around `tests/generation/test_utils.py`; representative PR #46735.", - "shared_filenames": [ - "tests/generation/test_utils.py" - ], - "shared_directories": [ - "tests/generation", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 46735, - "right_pr_number": 47153, - "similarity": 0.489, - "content_similarity": 0.461, - "size_similarity": 0.55, - "breadth_similarity": 0.5, - "concentration_similarity": 0.667, - "shared_filenames": [ - "tests/generation/test_utils.py" - ], - "shared_directories": [ - "tests/generation", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-40755-2", "pr_numbers": [ @@ -7440,7 +7454,7 @@ 47295 ], "representative_pr_number": 46572, - "average_similarity": 0.483, + "average_similarity": 0.484, "summary": "2 open PRs share weighted file overlap around `tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py`, `src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py`, `src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py`; representative PR #46572.", "shared_filenames": [ "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py", @@ -7460,7 +7474,7 @@ { "left_pr_number": 46572, "right_pr_number": 47295, - "similarity": 0.483, + "similarity": 0.484, "content_similarity": 0.476, "size_similarity": 0.35, "breadth_similarity": 0.708, @@ -7594,7 +7608,7 @@ 46795 ], "representative_pr_number": 45570, - "average_similarity": 0.447, + "average_similarity": 0.446, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/whisper/generation_whisper.py`; representative PR #45570.", "shared_filenames": [ "src/transformers/models/whisper/generation_whisper.py" @@ -7609,7 +7623,7 @@ { "left_pr_number": 45570, "right_pr_number": 46795, - "similarity": 0.447, + "similarity": 0.446, "content_similarity": 0.343, "size_similarity": 0.375, "breadth_similarity": 1.0, @@ -8130,7 +8144,7 @@ 46148 ], "representative_pr_number": 45513, - "average_similarity": 0.387, + "average_similarity": 0.385, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py`, `src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py`; representative PR #45513.", "shared_filenames": [ "src/transformers/models/qwen3_next/modular_qwen3_next.py", @@ -8152,8 +8166,8 @@ { "left_pr_number": 45513, "right_pr_number": 46148, - "similarity": 0.387, - "content_similarity": 0.369, + "similarity": 0.385, + "content_similarity": 0.367, "size_similarity": 0.229, "breadth_similarity": 0.536, "concentration_similarity": 0.812, @@ -8183,7 +8197,7 @@ 46467 ], "representative_pr_number": 43757, - "average_similarity": 0.372, + "average_similarity": 0.368, "summary": "2 open PRs share weighted file overlap around `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #43757.", "shared_filenames": [ "src/transformers/modeling_gguf_pytorch_utils.py" @@ -8196,8 +8210,8 @@ { "left_pr_number": 43757, "right_pr_number": 46467, - "similarity": 0.372, - "content_similarity": 0.294, + "similarity": 0.368, + "content_similarity": 0.288, "size_similarity": 0.6, "breadth_similarity": 0.5, "concentration_similarity": 0.533, @@ -8255,7 +8269,7 @@ 46357 ], "representative_pr_number": 45851, - "average_similarity": 0.344, + "average_similarity": 0.345, "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #45851.", "shared_filenames": [], "shared_directories": [ @@ -8267,8 +8281,8 @@ { "left_pr_number": 45851, "right_pr_number": 46357, - "similarity": 0.344, - "content_similarity": 0.114, + "similarity": 0.345, + "content_similarity": 0.116, "size_similarity": 0.761, "breadth_similarity": 1.0, "concentration_similarity": 1.0,