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": "20260714T060029Z", - "generated_at": "2026-07-14T06:01:19Z", - "cluster_count": 80, + "snapshot_id": "20260714T120113Z", + "generated_at": "2026-07-14T12:02:36Z", + "cluster_count": 81, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-10", @@ -19,7 +19,7 @@ 45273 ], "representative_pr_number": 45067, - "average_similarity": 0.424, + "average_similarity": 0.423, "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" @@ -286,11 +286,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44660, + "left_pr_number": 43663, + "right_pr_number": 44257, "similarity": 0.427, - "content_similarity": 0.278, - "size_similarity": 0.545, + "content_similarity": 0.345, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -302,11 +302,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44257, - "similarity": 0.427, - "content_similarity": 0.345, - "size_similarity": 0.24, + "left_pr_number": 43636, + "right_pr_number": 44660, + "similarity": 0.426, + "content_similarity": 0.278, + "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -512,7 +512,7 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.387, + "similarity": 0.386, "content_similarity": 0.231, "size_similarity": 0.5, "breadth_similarity": 1.0, @@ -721,7 +721,7 @@ "left_pr_number": 43636, "right_pr_number": 45273, "similarity": 0.322, - "content_similarity": 0.207, + "content_similarity": 0.206, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -736,7 +736,7 @@ { "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.32, + "similarity": 0.319, "content_similarity": 0.234, "size_similarity": 0.036, "breadth_similarity": 1.0, @@ -752,616 +752,234 @@ ] }, { - 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"shared_filenames": [ - "src/transformers/generation/utils.py" - ], + "shared_filenames": [], "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" + ".github/workflows", + ".github" ] }, { - "left_pr_number": 47158, - "right_pr_number": 47310, - "similarity": 0.432, - "content_similarity": 0.26, - "size_similarity": 0.667, + "left_pr_number": 46504, + "right_pr_number": 46747, + "similarity": 0.381, + "content_similarity": 0.115, + "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/generation/utils.py" - ], + "shared_filenames": [], "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" + ".github/workflows", + ".github" ] }, { - "left_pr_number": 47308, - "right_pr_number": 47310, - "similarity": 0.432, - "content_similarity": 0.26, - "size_similarity": 0.667, + "left_pr_number": 46504, + "right_pr_number": 46558, + "similarity": 0.364, + "content_similarity": 0.091, + "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/generation/utils.py" - ], + "shared_filenames": [], "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" + ".github/workflows", + ".github" ] }, { - "left_pr_number": 34667, - "right_pr_number": 44872, - "similarity": 0.431, - "content_similarity": 0.344, - "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": 45985, - "right_pr_number": 47158, - "similarity": 0.43, - "content_similarity": 0.371, - "size_similarity": 0.133, - "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": 45985, - "right_pr_number": 47308, - 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".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 46554, - "right_pr_number": 46716, - "similarity": 0.866, - "content_similarity": 0.999, - "size_similarity": 0.111, - "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": 46747, - "similarity": 0.855, - "content_similarity": 0.983, - "size_similarity": 0.111, - "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": 46558, - "similarity": 0.825, - "content_similarity": 0.94, - "size_similarity": 0.111, - "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": 46504, - "right_pr_number": 46716, - "similarity": 0.393, - "content_similarity": 0.133, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 46504, - "right_pr_number": 46747, - "similarity": 0.381, - "content_similarity": 0.115, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 46504, - "right_pr_number": 46558, - "similarity": 0.364, - "content_similarity": 0.091, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 46504, - "right_pr_number": 46563, - "similarity": 0.34, - "content_similarity": 0.128, - "size_similarity": 0.667, + "left_pr_number": 46504, + "right_pr_number": 46563, + "similarity": 0.34, + "content_similarity": 0.128, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], @@ -1527,7 +1145,7 @@ "left_pr_number": 45296, "right_pr_number": 46718, "similarity": 0.749, - "content_similarity": 0.742, + "content_similarity": 0.741, "size_similarity": 0.576, "breadth_similarity": 1.0, "concentration_similarity": 0.868, @@ -1614,7 +1232,7 @@ { "left_pr_number": 45668, "right_pr_number": 47052, - "similarity": 0.647, + "similarity": 0.646, "content_similarity": 0.554, "size_similarity": 1.0, "breadth_similarity": 0.667, @@ -1636,7 +1254,7 @@ "left_pr_number": 46718, "right_pr_number": 47052, "similarity": 0.646, - "content_similarity": 0.596, + "content_similarity": 0.595, "size_similarity": 0.773, "breadth_similarity": 0.667, "concentration_similarity": 0.923, @@ -1741,625 +1359,608 @@ ] }, { - 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"similarity": 0.718, + "similarity": 0.719, "content_similarity": 0.719, "size_similarity": 0.59, "breadth_similarity": 0.8, @@ -2508,7 +2109,7 @@ "left_pr_number": 45421, "right_pr_number": 45635, "similarity": 0.464, - "content_similarity": 0.378, + "content_similarity": 0.377, "size_similarity": 0.803, "breadth_similarity": 0.5, "concentration_similarity": 0.586, @@ -2662,7 +2263,7 @@ { "left_pr_number": 41097, "right_pr_number": 46696, - "similarity": 0.459, + "similarity": 0.458, "content_similarity": 0.355, "size_similarity": 0.4, "breadth_similarity": 1.0, @@ -2758,192 +2359,192 @@ ] }, { - "cluster_id": "pr-scope-44385-5", + "cluster_id": "pr-scope-34667-5", "pr_numbers": [ - 44385, - 44615, - 46152, - 46995, - 47222 + 34667, + 39683, + 44872, + 45985, + 47310 ], - "representative_pr_number": 44615, - "average_similarity": 0.422, - "summary": "5 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.", + "representative_pr_number": 45985, + "average_similarity": 0.481, + "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", "shared_filenames": [ - 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"concentration_similarity": 0.667, + "left_pr_number": 39683, + "right_pr_number": 47310, + "similarity": 0.419, + "content_similarity": 0.356, + "size_similarity": 0.13, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/generation/utils.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/generation", "src/transformers", "src" ] @@ -3392,6 +2993,139 @@ } ] }, + { + "cluster_id": "pr-scope-41606-4", + "pr_numbers": [ + 41606, + 44543, + 45422, + 47314 + ], + "representative_pr_number": 44543, + "average_similarity": 0.473, + "summary": "4 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`, `src/transformers/tokenization_utils_base.py`; representative PR #44543.", + "shared_filenames": [ + "tests/test_processing_common.py", + "src/transformers/processing_utils.py", + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 41606, + "right_pr_number": 44543, + "similarity": 0.681, + "content_similarity": 0.656, + "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": 0.483, + "content_similarity": 0.454, + "size_similarity": 0.331, + "breadth_similarity": 0.75, + "concentration_similarity": 0.802, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 44543, + "right_pr_number": 47314, + "similarity": 0.445, + "content_similarity": 0.41, + "size_similarity": 0.5, + "breadth_similarity": 0.393, + "concentration_similarity": 0.877, + "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": 47314, + "similarity": 0.37, + "content_similarity": 0.353, + "size_similarity": 0.291, + "breadth_similarity": 0.393, + "concentration_similarity": 0.805, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 45422, + "right_pr_number": 47314, + "similarity": 0.362, + "content_similarity": 0.339, + "size_similarity": 0.166, + "breadth_similarity": 0.536, + "concentration_similarity": 0.924, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "src/transformers/tokenization_utils_base.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-45293-4", "pr_numbers": [ @@ -3480,7 +3214,7 @@ "left_pr_number": 45317, "right_pr_number": 47017, "similarity": 0.465, - "content_similarity": 0.418, + "content_similarity": 0.419, "size_similarity": 0.229, "breadth_similarity": 1.0, "concentration_similarity": 0.756, @@ -3551,8 +3285,8 @@ { "left_pr_number": 33686, "right_pr_number": 44550, - "similarity": 0.395, - "content_similarity": 0.136, + "similarity": 0.396, + "content_similarity": 0.137, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3567,8 +3301,8 @@ { "left_pr_number": 44407, "right_pr_number": 44550, - "similarity": 0.364, - "content_similarity": 0.101, + "similarity": 0.365, + "content_similarity": 0.102, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3582,8 +3316,8 @@ { "left_pr_number": 44550, "right_pr_number": 47301, - "similarity": 0.359, - "content_similarity": 0.104, + "similarity": 0.36, + "content_similarity": 0.105, "size_similarity": 0.909, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3598,7 +3332,7 @@ "left_pr_number": 33686, "right_pr_number": 44407, "similarity": 0.355, - "content_similarity": 0.087, + "content_similarity": 0.088, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3612,8 +3346,8 @@ { "left_pr_number": 33686, "right_pr_number": 47301, - "similarity": 0.349, - "content_similarity": 0.09, + "similarity": 0.35, + "content_similarity": 0.091, "size_similarity": 0.909, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3628,7 +3362,7 @@ "left_pr_number": 44407, "right_pr_number": 47301, "similarity": 0.348, - "content_similarity": 0.096, + "content_similarity": 0.097, "size_similarity": 0.87, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3661,10 +3395,10 @@ "pairwise": [ { "left_pr_number": 46319, - "right_pr_number": 47304, + "right_pr_number": 47212, "similarity": 0.362, - "content_similarity": 0.1, - "size_similarity": 0.946, + "content_similarity": 0.094, + "size_similarity": 0.974, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], @@ -3676,10 +3410,10 @@ }, { "left_pr_number": 46319, - "right_pr_number": 47212, - "similarity": 0.361, - "content_similarity": 0.093, - "size_similarity": 0.974, + "right_pr_number": 47304, + "similarity": 0.362, + "content_similarity": 0.1, + "size_similarity": 0.946, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], @@ -3692,7 +3426,7 @@ { "left_pr_number": 46889, "right_pr_number": 47212, - "similarity": 0.357, + "similarity": 0.358, "content_similarity": 0.082, "size_similarity": 1.0, "breadth_similarity": 1.0, @@ -3707,8 +3441,8 @@ { "left_pr_number": 47212, "right_pr_number": 47304, - "similarity": 0.357, - "content_similarity": 0.099, + "similarity": 0.358, + "content_similarity": 0.1, "size_similarity": 0.921, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3723,7 +3457,7 @@ "left_pr_number": 46319, "right_pr_number": 46889, "similarity": 0.354, - "content_similarity": 0.082, + "content_similarity": 0.083, "size_similarity": 0.974, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3737,8 +3471,8 @@ { "left_pr_number": 46889, "right_pr_number": 47304, - "similarity": 0.349, - "content_similarity": 0.087, + "similarity": 0.35, + "content_similarity": 0.088, "size_similarity": 0.921, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4031,53 +3765,137 @@ ], "pairwise": [ { - "left_pr_number": 47123, - "right_pr_number": 47280, - "similarity": 0.838, - "content_similarity": 0.95, - "size_similarity": 0.154, + "left_pr_number": 47123, + "right_pr_number": 47280, + "similarity": 0.838, + "content_similarity": 0.95, + "size_similarity": 0.154, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py" + ], + "shared_directories": [ + "tests/models/minimax_m3_vl", + "tests/models", + "tests" + ] + }, + { + "left_pr_number": 46848, + "right_pr_number": 47280, + "similarity": 0.77, + "content_similarity": 0.928, + "size_similarity": 0.143, + "breadth_similarity": 0.5, + "concentration_similarity": 0.978, + "shared_filenames": [ + "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py" + ], + "shared_directories": [ + "tests/models/minimax_m3_vl", + "tests/models", + "tests" + ] + }, + { + "left_pr_number": 46848, + "right_pr_number": 47123, + "similarity": 0.686, + "content_similarity": 0.834, + "size_similarity": 0.022, + "breadth_similarity": 0.5, + "concentration_similarity": 0.978, + "shared_filenames": [ + "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py" + ], + "shared_directories": [ + "tests/models/minimax_m3_vl", + "tests/models", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-42668-3", + "pr_numbers": [ + 42668, + 45627, + 46161 + ], + "representative_pr_number": 45627, + "average_similarity": 0.633, + "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_processor_auto.py`, `src/transformers/processing_utils.py`; representative PR #45627.", + "shared_filenames": [ + "tests/models/auto/test_processor_auto.py", + "src/transformers/processing_utils.py" + ], + "shared_directories": [ + "tests/models/auto", + "tests/models", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45627, + "right_pr_number": 46161, + "similarity": 0.672, + "content_similarity": 0.586, + "size_similarity": 0.747, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.985, "shared_filenames": [ - "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "tests/models/minimax_m3_vl", + "tests/models/auto", + "src/transformers", "tests/models", + "src", "tests" ] }, { - "left_pr_number": 46848, - "right_pr_number": 47280, - "similarity": 0.77, - "content_similarity": 0.928, - "size_similarity": 0.143, - "breadth_similarity": 0.5, - "concentration_similarity": 0.978, + "left_pr_number": 42668, + "right_pr_number": 45627, + "similarity": 0.657, + "content_similarity": 0.8, + "size_similarity": 0.189, + "breadth_similarity": 0.216, + "concentration_similarity": 0.952, "shared_filenames": [ - "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "tests/models/minimax_m3_vl", + "tests/models/auto", + "src/transformers", "tests/models", + "src", "tests" ] }, { - "left_pr_number": 46848, - "right_pr_number": 47123, - "similarity": 0.686, - "content_similarity": 0.834, - "size_similarity": 0.022, - "breadth_similarity": 0.5, - "concentration_similarity": 0.978, + "left_pr_number": 42668, + "right_pr_number": 46161, + "similarity": 0.57, + "content_similarity": 0.662, + "size_similarity": 0.253, + "breadth_similarity": 0.216, + "concentration_similarity": 0.937, "shared_filenames": [ - "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ - "tests/models/minimax_m3_vl", + "tests/models/auto", + "src/transformers", "tests/models", + "src", "tests" ] } @@ -4553,7 +4371,7 @@ { "left_pr_number": 43656, "right_pr_number": 44682, - "similarity": 0.44, + "similarity": 0.439, "content_similarity": 0.489, "size_similarity": 0.048, "breadth_similarity": 0.5, @@ -4570,8 +4388,8 @@ { "left_pr_number": 43842, "right_pr_number": 44682, - "similarity": 0.406, - "content_similarity": 0.449, + "similarity": 0.405, + "content_similarity": 0.448, "size_similarity": 0.011, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -4732,88 +4550,6 @@ } ] }, - { - "cluster_id": "pr-scope-46124-3", - "pr_numbers": [ - 46124, - 46735, - 47153 - ], - "representative_pr_number": 47153, - "average_similarity": 0.461, - "summary": "3 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #47153.", - "shared_filenames": [ - "tests/generation/test_utils.py", - "src/transformers/generation/utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "tests/generation", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46735, - "right_pr_number": 47153, - "similarity": 0.6, - "content_similarity": 0.496, - "size_similarity": 0.717, - "breadth_similarity": 1.0, - "concentration_similarity": 0.899, - "shared_filenames": [ - "src/transformers/generation/utils.py", - "tests/generation/test_utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "tests/generation", - "src", - "tests" - ] - }, - { - "left_pr_number": 46124, - "right_pr_number": 47153, - "similarity": 0.407, - "content_similarity": 0.229, - "size_similarity": 0.651, - "breadth_similarity": 1.0, - "concentration_similarity": 0.983, - "shared_filenames": [ - "tests/generation/test_utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "tests/generation", - "src", - "tests" - ] - }, - { - "left_pr_number": 46124, - "right_pr_number": 46735, - "similarity": 0.376, - "content_similarity": 0.229, - "size_similarity": 0.467, - "breadth_similarity": 1.0, - "concentration_similarity": 0.917, - "shared_filenames": [ - "tests/generation/test_utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "tests/generation", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-46099-3", "pr_numbers": [ @@ -4946,74 +4682,6 @@ } ] }, - { - "cluster_id": "pr-scope-45541-3", - "pr_numbers": [ - 45541, - 46177, - 47224 - ], - "representative_pr_number": 45541, - "average_similarity": 0.423, - "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.", - "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45541, - "right_pr_number": 46177, - "similarity": 0.53, - "content_similarity": 0.432, - "size_similarity": 0.519, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45541, - "right_pr_number": 47224, - "similarity": 0.413, - "content_similarity": 0.342, - "size_similarity": 0.75, - "breadth_similarity": 0.267, - "concentration_similarity": 0.694, - "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 46177, - "right_pr_number": 47224, - "similarity": 0.325, - "content_similarity": 0.294, - "size_similarity": 0.389, - "breadth_similarity": 0.267, - "concentration_similarity": 0.694, - "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-45709-3", "pr_numbers": [ @@ -5097,6 +4765,74 @@ } ] }, + { + "cluster_id": "pr-scope-45541-3", + "pr_numbers": [ + 45541, + 46177, + 47224 + ], + "representative_pr_number": 45541, + "average_similarity": 0.417, + "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.", + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45541, + "right_pr_number": 46177, + "similarity": 0.524, + "content_similarity": 0.423, + "size_similarity": 0.519, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45541, + "right_pr_number": 47224, + "similarity": 0.407, + "content_similarity": 0.334, + "size_similarity": 0.75, + "breadth_similarity": 0.267, + "concentration_similarity": 0.694, + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 46177, + "right_pr_number": 47224, + "similarity": 0.32, + "content_similarity": 0.286, + "size_similarity": 0.389, + "breadth_similarity": 0.267, + "concentration_similarity": 0.694, + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-45300-3", "pr_numbers": [ @@ -5105,7 +4841,7 @@ 47250 ], "representative_pr_number": 47250, - "average_similarity": 0.416, + "average_similarity": 0.415, "summary": "3 open PRs share weighted file overlap around `tests/models/nemotron_h/test_modeling_nemotron_h.py`, `tests/models/zamba2/test_modeling_zamba2.py`, `src/transformers/models/nemotron_h/modeling_nemotron_h.py`; representative PR #47250.", "shared_filenames": [ "tests/models/nemotron_h/test_modeling_nemotron_h.py", @@ -5148,8 +4884,8 @@ { "left_pr_number": 47087, "right_pr_number": 47250, - "similarity": 0.427, - "content_similarity": 0.281, + "similarity": 0.426, + "content_similarity": 0.28, "size_similarity": 0.871, "breadth_similarity": 0.562, "concentration_similarity": 0.867, @@ -5169,8 +4905,8 @@ { "left_pr_number": 45300, "right_pr_number": 47087, - "similarity": 0.315, - "content_similarity": 0.138, + "similarity": 0.314, + "content_similarity": 0.137, "size_similarity": 0.935, "breadth_similarity": 0.5, "concentration_similarity": 0.562, @@ -5241,7 +4977,7 @@ "left_pr_number": 46004, "right_pr_number": 46771, "similarity": 0.347, - "content_similarity": 0.406, + "content_similarity": 0.407, "size_similarity": 0.039, "breadth_similarity": 0.292, "concentration_similarity": 0.549, @@ -5319,7 +5055,7 @@ "left_pr_number": 44981, "right_pr_number": 46775, "similarity": 0.303, - "content_similarity": 0.128, + "content_similarity": 0.127, "size_similarity": 0.885, "breadth_similarity": 0.458, "concentration_similarity": 0.712, @@ -5355,8 +5091,8 @@ { "left_pr_number": 46357, "right_pr_number": 47302, - "similarity": 0.378, - "content_similarity": 0.12, + "similarity": 0.379, + "content_similarity": 0.121, "size_similarity": 0.958, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5371,7 +5107,7 @@ "left_pr_number": 45851, "right_pr_number": 46357, "similarity": 0.345, - "content_similarity": 0.115, + "content_similarity": 0.116, "size_similarity": 0.761, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5708,7 +5444,7 @@ "left_pr_number": 45639, "right_pr_number": 45645, "similarity": 0.883, - "content_similarity": 0.894, + "content_similarity": 0.893, "size_similarity": 0.918, "breadth_similarity": 0.75, "concentration_similarity": 0.898, @@ -5752,7 +5488,7 @@ "left_pr_number": 46281, "right_pr_number": 46913, "similarity": 0.851, - "content_similarity": 0.902, + "content_similarity": 0.901, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 0.897, @@ -5947,7 +5683,7 @@ "left_pr_number": 44794, "right_pr_number": 45977, "similarity": 0.715, - "content_similarity": 0.736, + "content_similarity": 0.735, "size_similarity": 0.596, "breadth_similarity": 0.694, "concentration_similarity": 0.82, @@ -5998,7 +5734,7 @@ "left_pr_number": 43779, "right_pr_number": 43816, "similarity": 0.66, - "content_similarity": 0.675, + "content_similarity": 0.674, "size_similarity": 0.25, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -6039,7 +5775,7 @@ "left_pr_number": 43085, "right_pr_number": 47271, "similarity": 0.648, - "content_similarity": 0.617, + "content_similarity": 0.616, "size_similarity": 0.693, "breadth_similarity": 0.667, "concentration_similarity": 0.916, @@ -6162,6 +5898,49 @@ } ] }, + { + "cluster_id": "pr-scope-46735-2", + "pr_numbers": [ + 46735, + 47153 + ], + "representative_pr_number": 46735, + "average_similarity": 0.606, + "summary": "2 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #46735.", + "shared_filenames": [ + "tests/generation/test_utils.py", + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "tests/generation", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46735, + "right_pr_number": 47153, + "similarity": 0.606, + "content_similarity": 0.505, + "size_similarity": 0.717, + "breadth_similarity": 1.0, + "concentration_similarity": 0.899, + "shared_filenames": [ + "src/transformers/generation/utils.py", + "tests/generation/test_utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "tests/generation", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-44228-2", "pr_numbers": [ @@ -6290,7 +6069,7 @@ 45128 ], "representative_pr_number": 45056, - "average_similarity": 0.51, + "average_similarity": 0.509, "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.", "shared_filenames": [ "src/transformers/utils/auto_docstring.py" @@ -6304,7 +6083,7 @@ { "left_pr_number": 45056, "right_pr_number": 45128, - "similarity": 0.51, + "similarity": 0.509, "content_similarity": 0.408, "size_similarity": 0.669, "breadth_similarity": 0.875, @@ -6320,71 +6099,6 @@ } ] }, - { - "cluster_id": "pr-scope-44973-2", - "pr_numbers": [ - 44973, - 47170 - ], - "representative_pr_number": 44973, - "average_similarity": 0.507, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_image/modeling_glm_image.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #44973.", - "shared_filenames": [ - "src/transformers/models/glm4v/modeling_glm4v.py", - "src/transformers/models/glm_image/modeling_glm_image.py", - "src/transformers/models/glm_ocr/modeling_glm_ocr.py", - "src/transformers/models/glm_ocr/modular_glm_ocr.py", - "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py", - "src/transformers/models/video_llama_3/modeling_video_llama_3.py", - "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", - "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py" - ], - "shared_directories": [ - "src/transformers/models/glm_ocr", - "src/transformers/models/video_llama_3", - "src/transformers/models/glm_image", - "src/transformers/models/qwen3_vl", - "src/transformers/models/glm4v_moe", - "src/transformers/models/qwen3_5_moe", - "src/transformers/models/ernie4_5_vl_moe", - "src/transformers/models/glm4v" - ], - "pairwise": [ - { - "left_pr_number": 44973, - "right_pr_number": 47170, - "similarity": 0.507, - "content_similarity": 0.544, - "size_similarity": 0.102, - "breadth_similarity": 0.639, - "concentration_similarity": 0.944, - "shared_filenames": [ - "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", - "src/transformers/models/glm4v/modeling_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", - "src/transformers/models/paddleocr_vl/modeling_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/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", - "src/transformers/models/qwen3_5" - ] - } - ] - }, { "cluster_id": "pr-scope-45110-2", "pr_numbers": [ @@ -6642,6 +6356,71 @@ } ] }, + { + "cluster_id": "pr-scope-44973-2", + "pr_numbers": [ + 44973, + 47170 + ], + "representative_pr_number": 44973, + "average_similarity": 0.469, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_image/modeling_glm_image.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #44973.", + "shared_filenames": [ + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm_image/modeling_glm_image.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/glm_ocr/modular_glm_ocr.py", + "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py", + "src/transformers/models/video_llama_3/modeling_video_llama_3.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py" + ], + "shared_directories": [ + "src/transformers/models/glm_ocr", + "src/transformers/models/video_llama_3", + "src/transformers/models/glm_image", + "src/transformers/models/qwen3_vl", + "src/transformers/models/glm4v_moe", + "src/transformers/models/qwen3_5_moe", + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/glm4v" + ], + "pairwise": [ + { + "left_pr_number": 44973, + "right_pr_number": 47170, + "similarity": 0.469, + "content_similarity": 0.503, + "size_similarity": 0.068, + "breadth_similarity": 0.591, + "concentration_similarity": 0.945, + "shared_filenames": [ + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/glm4v/modeling_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", + "src/transformers/models/paddleocr_vl/modeling_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/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", + "src/transformers/models/qwen3_5" + ] + } + ] + }, { "cluster_id": "pr-scope-46404-2", "pr_numbers": [ @@ -6790,7 +6569,7 @@ 42655 ], "representative_pr_number": 32189, - "average_similarity": 0.457, + "average_similarity": 0.462, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`; representative PR #32189.", "shared_filenames": [ "src/transformers/generation/candidate_generator.py", @@ -6805,8 +6584,8 @@ { "left_pr_number": 32189, "right_pr_number": 42655, - "similarity": 0.457, - "content_similarity": 0.491, + "similarity": 0.462, + "content_similarity": 0.498, "size_similarity": 0.231, "breadth_similarity": 0.5, "concentration_similarity": 0.568, @@ -6829,7 +6608,7 @@ 44339 ], "representative_pr_number": 41356, - "average_similarity": 0.439, + "average_similarity": 0.438, "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", @@ -6853,7 +6632,7 @@ { "left_pr_number": 41356, "right_pr_number": 44339, - "similarity": 0.439, + "similarity": 0.438, "content_similarity": 0.476, "size_similarity": 0.081, "breadth_similarity": 0.444, @@ -7003,7 +6782,7 @@ 47253 ], "representative_pr_number": 45662, - "average_similarity": 0.427, + "average_similarity": 0.428, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/tensor_parallel.py`, `src/transformers/modeling_utils.py`; representative PR #45662.", "shared_filenames": [ "src/transformers/integrations/tensor_parallel.py", @@ -7018,8 +6797,8 @@ { "left_pr_number": 45662, "right_pr_number": 47253, - "similarity": 0.427, - "content_similarity": 0.287, + "similarity": 0.428, + "content_similarity": 0.289, "size_similarity": 0.855, "breadth_similarity": 0.65, "concentration_similarity": 0.649, @@ -7077,7 +6856,7 @@ 47262 ], "representative_pr_number": 42112, - "average_similarity": 0.425, + "average_similarity": 0.426, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`, `src/transformers/generation/utils.py`; representative PR #42112.", "shared_filenames": [ "src/transformers/generation/logits_process.py", @@ -7095,8 +6874,8 @@ { "left_pr_number": 42112, "right_pr_number": 47262, - "similarity": 0.425, - "content_similarity": 0.466, + "similarity": 0.426, + "content_similarity": 0.468, "size_similarity": 0.029, "breadth_similarity": 0.521, "concentration_similarity": 0.841, @@ -7115,6 +6894,45 @@ } ] }, + { + "cluster_id": "pr-scope-44369-2", + "pr_numbers": [ + 44369, + 45114 + ], + "representative_pr_number": 44369, + "average_similarity": 0.402, + "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.", + "shared_filenames": [ + "docs/source/en/tasks/zero_shot_object_detection.md" + ], + "shared_directories": [ + "docs/source/en/tasks", + "docs/source/en", + "docs/source", + "docs" + ], + "pairwise": [ + { + "left_pr_number": 44369, + "right_pr_number": 45114, + "similarity": 0.402, + "content_similarity": 0.246, + "size_similarity": 0.808, + "breadth_similarity": 0.625, + "concentration_similarity": 0.919, + "shared_filenames": [ + "docs/source/en/tasks/zero_shot_object_detection.md" + ], + "shared_directories": [ + "docs/source/en/tasks", + "docs/source/en", + "docs/source", + "docs" + ] + } + ] + }, { "cluster_id": "pr-scope-43446-2", "pr_numbers": [ @@ -7180,45 +6998,6 @@ } ] }, - { - "cluster_id": "pr-scope-44369-2", - "pr_numbers": [ - 44369, - 45114 - ], - "representative_pr_number": 44369, - "average_similarity": 0.401, - "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.", - "shared_filenames": [ - "docs/source/en/tasks/zero_shot_object_detection.md" - ], - "shared_directories": [ - "docs/source/en/tasks", - "docs/source/en", - "docs/source", - "docs" - ], - "pairwise": [ - { - "left_pr_number": 44369, - "right_pr_number": 45114, - "similarity": 0.401, - "content_similarity": 0.245, - "size_similarity": 0.808, - "breadth_similarity": 0.625, - "concentration_similarity": 0.919, - "shared_filenames": [ - "docs/source/en/tasks/zero_shot_object_detection.md" - ], - "shared_directories": [ - "docs/source/en/tasks", - "docs/source/en", - "docs/source", - "docs" - ] - } - ] - }, { "cluster_id": "pr-scope-44606-2", "pr_numbers": [ @@ -7226,7 +7005,7 @@ 45086 ], "representative_pr_number": 44606, - "average_similarity": 0.398, + "average_similarity": 0.393, "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" @@ -7239,8 +7018,8 @@ { "left_pr_number": 44606, "right_pr_number": 45086, - "similarity": 0.398, - "content_similarity": 0.306, + "similarity": 0.393, + "content_similarity": 0.299, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -7395,7 +7174,7 @@ "left_pr_number": 44642, "right_pr_number": 45552, "similarity": 0.361, - "content_similarity": 0.266, + "content_similarity": 0.265, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0,