diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,11 +1,11 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260721T120029Z", - "generated_at": "2026-07-21T12:02:10Z", - "cluster_count": 88, + "snapshot_id": "20260721T180022Z", + "generated_at": "2026-07-21T18:03:36Z", + "cluster_count": 90, "pr_scope_clusters": [ { - "cluster_id": "pr-scope-43636-11", + "cluster_id": "pr-scope-43636-10", "pr_numbers": [ 43636, 43651, @@ -16,12 +16,11 @@ 44660, 45055, 45067, - 45273, - 47379 + 45273 ], "representative_pr_number": 45067, - "average_similarity": 0.424, - "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", + "average_similarity": 0.426, + "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" ], @@ -34,7 +33,7 @@ "left_pr_number": 44189, "right_pr_number": 45067, "similarity": 0.777, - "content_similarity": 0.861, + "content_similarity": 0.862, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -49,8 +48,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.626, - "content_similarity": 0.465, + "similarity": 0.629, + "content_similarity": 0.47, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -65,8 +64,8 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.54, - "content_similarity": 0.403, + "similarity": 0.543, + "content_similarity": 0.407, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -78,27 +77,11 @@ "src" ] }, - { - "left_pr_number": 44660, - "right_pr_number": 47379, - "similarity": 0.524, - "content_similarity": 0.32, - "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": 45067, - "similarity": 0.515, - "content_similarity": 0.367, + "similarity": 0.517, + "content_similarity": 0.37, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -113,8 +96,8 @@ { "left_pr_number": 43663, "right_pr_number": 44123, - "similarity": 0.499, - "content_similarity": 0.401, + "similarity": 0.502, + "content_similarity": 0.406, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -126,27 +109,11 @@ "src" ] }, - { - "left_pr_number": 44257, - "right_pr_number": 47379, - "similarity": 0.492, - "content_similarity": 0.274, - "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": 44257, "right_pr_number": 44660, - "similarity": 0.482, - "content_similarity": 0.261, + "similarity": 0.485, + "content_similarity": 0.264, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -158,27 +125,11 @@ "src" ] }, - { - "left_pr_number": 43663, - "right_pr_number": 47379, - "similarity": 0.477, - "content_similarity": 0.415, - "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": 44123, "right_pr_number": 45067, - "similarity": 0.473, - "content_similarity": 0.364, + "similarity": 0.476, + "content_similarity": 0.369, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -190,27 +141,11 @@ "src" ] }, - { - "left_pr_number": 44189, - "right_pr_number": 47379, - "similarity": 0.472, - "content_similarity": 0.317, - "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": 0.464, - "content_similarity": 0.354, + "similarity": 0.466, + "content_similarity": 0.358, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -225,8 +160,8 @@ { "left_pr_number": 43663, "right_pr_number": 44660, - "similarity": 0.462, - "content_similarity": 0.395, + "similarity": 0.465, + "content_similarity": 0.399, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -241,8 +176,8 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.461, - "content_similarity": 0.302, + "similarity": 0.464, + "content_similarity": 0.305, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -255,11 +190,11 @@ ] }, { - "left_pr_number": 45067, - "right_pr_number": 47379, - "similarity": 0.45, - "content_similarity": 0.377, - "size_similarity": 0.24, + "left_pr_number": 44123, + "right_pr_number": 45273, + "similarity": 0.459, + "content_similarity": 0.434, + "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -273,8 +208,8 @@ { "left_pr_number": 43663, "right_pr_number": 44189, - "similarity": 0.448, - "content_similarity": 0.391, + "similarity": 0.451, + "content_similarity": 0.395, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -289,8 +224,8 @@ { "left_pr_number": 44189, "right_pr_number": 45055, - "similarity": 0.445, - "content_similarity": 0.261, + "similarity": 0.447, + "content_similarity": 0.264, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -305,8 +240,8 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.441, - "content_similarity": 0.322, + "similarity": 0.444, + "content_similarity": 0.325, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -318,27 +253,11 @@ "src" ] }, - { - "left_pr_number": 43636, - "right_pr_number": 43651, - "similarity": 0.437, - "content_similarity": 0.279, - "size_similarity": 0.611, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/trainer.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, { "left_pr_number": 44660, "right_pr_number": 45067, - "similarity": 0.437, - "content_similarity": 0.359, + "similarity": 0.44, + "content_similarity": 0.363, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -352,10 +271,10 @@ }, { "left_pr_number": 43636, - "right_pr_number": 47379, - "similarity": 0.433, - "content_similarity": 0.287, - "size_similarity": 0.545, + "right_pr_number": 43651, + "similarity": 0.439, + "content_similarity": 0.282, + "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -369,8 +288,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.431, - "content_similarity": 0.258, + "similarity": 0.433, + "content_similarity": 0.261, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -382,27 +301,11 @@ "src" ] }, - { - "left_pr_number": 43651, - "right_pr_number": 47379, - "similarity": 0.429, - "content_similarity": 0.327, - "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": 44660, - "similarity": 0.423, - "content_similarity": 0.273, + "similarity": 0.425, + "content_similarity": 0.276, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -417,8 +320,8 @@ { "left_pr_number": 43663, "right_pr_number": 44257, - "similarity": 0.423, - "content_similarity": 0.338, + "similarity": 0.425, + "content_similarity": 0.342, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -433,8 +336,8 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.42, - "content_similarity": 0.316, + "similarity": 0.423, + "content_similarity": 0.32, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -446,27 +349,11 @@ "src" ] }, - { - "left_pr_number": 45055, - "right_pr_number": 47379, - "similarity": 0.419, - "content_similarity": 0.277, - "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": 43651, "right_pr_number": 44660, - "similarity": 0.418, - "content_similarity": 0.311, + "similarity": 0.42, + "content_similarity": 0.315, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -481,8 +368,8 @@ { "left_pr_number": 44660, "right_pr_number": 45055, - "similarity": 0.409, - "content_similarity": 0.263, + "similarity": 0.411, + "content_similarity": 0.266, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -497,8 +384,8 @@ { "left_pr_number": 43663, "right_pr_number": 45055, - "similarity": 0.407, - "content_similarity": 0.341, + "similarity": 0.409, + "content_similarity": 0.345, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -513,8 +400,8 @@ { "left_pr_number": 44257, "right_pr_number": 45067, - "similarity": 0.401, - "content_similarity": 0.307, + "similarity": 0.403, + "content_similarity": 0.311, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -529,8 +416,8 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.399, - "content_similarity": 0.308, + "similarity": 0.402, + "content_similarity": 0.312, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -545,8 +432,8 @@ { "left_pr_number": 43636, "right_pr_number": 44257, - "similarity": 0.395, - "content_similarity": 0.234, + "similarity": 0.397, + "content_similarity": 0.237, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -561,8 +448,8 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.394, - "content_similarity": 0.27, + "similarity": 0.396, + "content_similarity": 0.274, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -575,11 +462,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 47379, + "left_pr_number": 45055, + "right_pr_number": 45273, "similarity": 0.394, - "content_similarity": 0.325, - "size_similarity": 0.109, + "content_similarity": 0.205, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -591,11 +478,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44257, - "similarity": 0.386, - "content_similarity": 0.266, - "size_similarity": 0.333, + "left_pr_number": 44189, + "right_pr_number": 45273, + "similarity": 0.39, + "content_similarity": 0.235, + "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -607,11 +494,11 @@ ] }, { - "left_pr_number": 45055, - "right_pr_number": 45273, - "similarity": 0.386, - "content_similarity": 0.195, - "size_similarity": 0.667, + "left_pr_number": 43651, + "right_pr_number": 44257, + "similarity": 0.389, + "content_similarity": 0.269, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -625,8 +512,8 @@ { "left_pr_number": 45055, "right_pr_number": 45067, - "similarity": 0.385, - "content_similarity": 0.31, + "similarity": 0.387, + "content_similarity": 0.313, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -641,8 +528,8 @@ { "left_pr_number": 44123, "right_pr_number": 44660, - "similarity": 0.383, - "content_similarity": 0.309, + "similarity": 0.386, + "content_similarity": 0.313, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -657,24 +544,8 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.383, - "content_similarity": 0.225, - "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": 44189, - "right_pr_number": 45273, - "similarity": 0.381, - "content_similarity": 0.223, + "similarity": 0.385, + "content_similarity": 0.228, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -689,8 +560,8 @@ { "left_pr_number": 44123, "right_pr_number": 44189, - "similarity": 0.375, - "content_similarity": 0.306, + "similarity": 0.378, + "content_similarity": 0.31, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -705,8 +576,8 @@ { "left_pr_number": 43636, "right_pr_number": 44123, - "similarity": 0.374, - "content_similarity": 0.277, + "similarity": 0.377, + "content_similarity": 0.281, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -721,8 +592,8 @@ { "left_pr_number": 43663, "right_pr_number": 45273, - "similarity": 0.367, - "content_similarity": 0.292, + "similarity": 0.377, + "content_similarity": 0.308, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -735,8 +606,8 @@ ] }, { - "left_pr_number": 45273, - "right_pr_number": 47379, + "left_pr_number": 44660, + "right_pr_number": 45273, "similarity": 0.366, "content_similarity": 0.237, "size_similarity": 0.333, @@ -753,8 +624,8 @@ { "left_pr_number": 43651, "right_pr_number": 45055, - "similarity": 0.363, - "content_similarity": 0.269, + "similarity": 0.365, + "content_similarity": 0.272, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -767,11 +638,11 @@ ] }, { - "left_pr_number": 44660, - "right_pr_number": 45273, + "left_pr_number": 43636, + "right_pr_number": 45055, "similarity": 0.358, - "content_similarity": 0.225, - "size_similarity": 0.333, + "content_similarity": 0.239, + "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -783,11 +654,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 45055, - "similarity": 0.356, - "content_similarity": 0.236, - "size_similarity": 0.273, + "left_pr_number": 45067, + "right_pr_number": 45273, + "similarity": 0.358, + "content_similarity": 0.28, + "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -801,8 +672,8 @@ { "left_pr_number": 44123, "right_pr_number": 44257, - "similarity": 0.351, - "content_similarity": 0.264, + "similarity": 0.354, + "content_similarity": 0.268, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -814,27 +685,11 @@ "src" ] }, - { - "left_pr_number": 45067, - "right_pr_number": 45273, - "similarity": 0.348, - "content_similarity": 0.266, - "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": 0.345, - "content_similarity": 0.267, + "similarity": 0.348, + "content_similarity": 0.271, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -849,8 +704,8 @@ { "left_pr_number": 44257, "right_pr_number": 45273, - "similarity": 0.335, - "content_similarity": 0.193, + "similarity": 0.342, + "content_similarity": 0.203, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -865,8 +720,8 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.328, - "content_similarity": 0.23, + "similarity": 0.336, + "content_similarity": 0.243, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -881,8 +736,8 @@ { "left_pr_number": 43636, "right_pr_number": 45273, - "similarity": 0.319, - "content_similarity": 0.202, + "similarity": 0.326, + "content_similarity": 0.213, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -893,22 +748,6 @@ "src/transformers", "src" ] - }, - { - "left_pr_number": 44123, - "right_pr_number": 45273, - "similarity": 0.316, - "content_similarity": 0.229, - "size_similarity": 0.036, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/trainer.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] } ] }, @@ -1260,7 +1099,7 @@ "left_pr_number": 45296, "right_pr_number": 47421, "similarity": 0.695, - "content_similarity": 0.625, + "content_similarity": 0.624, "size_similarity": 0.918, "breadth_similarity": 0.75, "concentration_similarity": 0.907, @@ -1323,16 +1162,15 @@ ] }, { - "left_pr_number": 45296, - "right_pr_number": 45668, + "left_pr_number": 46718, + "right_pr_number": 47052, "similarity": 0.644, - "content_similarity": 0.613, - "size_similarity": 0.445, - "breadth_similarity": 1.0, - "concentration_similarity": 0.956, + "content_similarity": 0.593, + "size_similarity": 0.773, + "breadth_similarity": 0.667, + "concentration_similarity": 0.923, "shared_filenames": [ "src/transformers/integrations/ggml.py", - "src/transformers/modeling_gguf_pytorch_utils.py", "tests/quantization/ggml/test_ggml.py" ], "shared_directories": [ @@ -1345,15 +1183,16 @@ ] }, { - "left_pr_number": 46718, - "right_pr_number": 47052, - "similarity": 0.644, - "content_similarity": 0.593, - "size_similarity": 0.773, - "breadth_similarity": 0.667, - "concentration_similarity": 0.923, + "left_pr_number": 45296, + "right_pr_number": 45668, + "similarity": 0.643, + "content_similarity": 0.613, + "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": [ @@ -1743,8 +1582,8 @@ { "left_pr_number": 46504, "right_pr_number": 46716, - "similarity": 0.392, - "content_similarity": 0.132, + "similarity": 0.393, + "content_similarity": 0.133, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1758,7 +1597,7 @@ "left_pr_number": 46504, "right_pr_number": 46747, "similarity": 0.38, - "content_similarity": 0.114, + "content_similarity": 0.115, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1771,8 +1610,8 @@ { "left_pr_number": 46504, "right_pr_number": 46558, - "similarity": 0.363, - "content_similarity": 0.09, + "similarity": 0.364, + "content_similarity": 0.091, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1785,8 +1624,8 @@ { "left_pr_number": 46504, "right_pr_number": 46563, - "similarity": 0.339, - "content_similarity": 0.127, + "similarity": 0.34, + "content_similarity": 0.128, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1800,7 +1639,7 @@ "left_pr_number": 46504, "right_pr_number": 46554, "similarity": 0.263, - "content_similarity": 0.137, + "content_similarity": 0.138, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1813,950 +1652,1093 @@ ] }, { - "cluster_id": "pr-scope-41606-6", + "cluster_id": "pr-scope-44585-6", "pr_numbers": [ - 41606, - 42668, - 44543, - 45422, - 45627, - 46161 + 44585, + 47443, + 47444, + 47445, + 47451, + 47460 ], - "representative_pr_number": 45627, - "average_similarity": 0.427, - "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.", + "representative_pr_number": 47445, + "average_similarity": 0.5, + "summary": "6 open PRs share weighted file overlap around `src/transformers/models/deepseek_v3/modeling_deepseek_v3.py`, `src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py`, `src/transformers/models/longcat_flash/modeling_longcat_flash.py`; representative PR #47445.", "shared_filenames": [ - 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"content_similarity": 0.312, + "similarity": 0.428, + "content_similarity": 0.313, "size_similarity": 0.615, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -3444,8 +3426,8 @@ { "left_pr_number": 44385, "right_pr_number": 44615, - "similarity": 0.404, - "content_similarity": 0.331, + "similarity": 0.405, + "content_similarity": 0.332, "size_similarity": 0.371, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -3478,7 +3460,7 @@ { "left_pr_number": 46152, "right_pr_number": 47222, - "similarity": 0.362, + "similarity": 0.363, "content_similarity": 0.292, "size_similarity": 0.5, "breadth_similarity": 0.5, @@ -3495,8 +3477,8 @@ { "left_pr_number": 46995, "right_pr_number": 47222, - "similarity": 0.312, - "content_similarity": 0.27, + "similarity": 0.313, + "content_similarity": 0.271, "size_similarity": 0.267, "breadth_similarity": 0.5, "concentration_similarity": 0.667, @@ -3512,8 +3494,8 @@ { "left_pr_number": 44385, "right_pr_number": 47222, - "similarity": 0.305, - "content_similarity": 0.212, + "similarity": 0.306, + "content_similarity": 0.213, "size_similarity": 0.433, "breadth_similarity": 0.583, "concentration_similarity": 0.667, @@ -3752,7 +3734,7 @@ { "left_pr_number": 42976, "right_pr_number": 47208, - "similarity": 0.613, + "similarity": 0.614, "content_similarity": 0.669, "size_similarity": 0.23, "breadth_similarity": 0.606, @@ -3775,7 +3757,7 @@ "left_pr_number": 45077, "right_pr_number": 47208, "similarity": 0.56, - "content_similarity": 0.54, + "content_similarity": 0.541, "size_similarity": 0.321, "breadth_similarity": 0.833, "concentration_similarity": 1.0, @@ -3820,7 +3802,7 @@ "left_pr_number": 42975, "right_pr_number": 42976, "similarity": 0.396, - "content_similarity": 0.386, + "content_similarity": 0.387, "size_similarity": 0.101, "breadth_similarity": 0.606, "concentration_similarity": 1.0, @@ -3849,7 +3831,7 @@ 46364 ], "representative_pr_number": 41441, - "average_similarity": 0.546, + "average_similarity": 0.545, "summary": "4 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.", "shared_filenames": [ "src/transformers/hf_argparser.py" @@ -3943,7 +3925,7 @@ "left_pr_number": 43469, "right_pr_number": 46364, "similarity": 0.383, - "content_similarity": 0.348, + "content_similarity": 0.347, "size_similarity": 0.35, "breadth_similarity": 0.5, "concentration_similarity": 0.75, @@ -3995,7 +3977,7 @@ { "left_pr_number": 41097, "right_pr_number": 43549, - "similarity": 0.555, + "similarity": 0.554, "content_similarity": 0.449, "size_similarity": 0.6, "breadth_similarity": 1.0, @@ -4106,8 +4088,8 @@ { "left_pr_number": 45294, "right_pr_number": 45438, - "similarity": 0.75, - "content_similarity": 0.768, + "similarity": 0.749, + "content_similarity": 0.767, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -4134,7 +4116,7 @@ { "left_pr_number": 45294, "right_pr_number": 45883, - "similarity": 0.54, + "similarity": 0.541, "content_similarity": 0.461, "size_similarity": 0.933, "breadth_similarity": 0.325, @@ -4153,8 +4135,8 @@ { "left_pr_number": 45438, "right_pr_number": 45883, - "similarity": 0.536, - "content_similarity": 0.57, + "similarity": 0.537, + "content_similarity": 0.571, "size_similarity": 0.392, "breadth_similarity": 0.325, "concentration_similarity": 0.92, @@ -4172,8 +4154,8 @@ { "left_pr_number": 45438, "right_pr_number": 46642, - "similarity": 0.401, - "content_similarity": 0.317, + "similarity": 0.4, + "content_similarity": 0.316, "size_similarity": 0.654, "breadth_similarity": 0.561, "concentration_similarity": 0.499, @@ -4193,8 +4175,8 @@ { "left_pr_number": 45294, "right_pr_number": 46642, - "similarity": 0.343, - "content_similarity": 0.314, + "similarity": 0.342, + "content_similarity": 0.313, "size_similarity": 0.275, "breadth_similarity": 0.561, "concentration_similarity": 0.51, @@ -4215,7 +4197,7 @@ "left_pr_number": 45883, "right_pr_number": 46642, "similarity": 0.302, - "content_similarity": 0.322, + "content_similarity": 0.321, "size_similarity": 0.256, "breadth_similarity": 0.174, "concentration_similarity": 0.419, @@ -4261,7 +4243,7 @@ "left_pr_number": 45293, "right_pr_number": 47017, "similarity": 0.614, - "content_similarity": 0.642, + "content_similarity": 0.641, "size_similarity": 0.169, "breadth_similarity": 1.0, "concentration_similarity": 0.784, @@ -4282,7 +4264,7 @@ { "left_pr_number": 45293, "right_pr_number": 46580, - "similarity": 0.546, + "similarity": 0.545, "content_similarity": 0.501, "size_similarity": 0.714, "breadth_similarity": 0.5, @@ -4301,7 +4283,7 @@ "left_pr_number": 45293, "right_pr_number": 45317, "similarity": 0.505, - "content_similarity": 0.351, + "content_similarity": 0.35, "size_similarity": 0.741, "breadth_similarity": 1.0, "concentration_similarity": 0.972, @@ -4331,464 +4313,168 @@ "tests/models/auto", "src/transformers", "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 46580, - "right_pr_number": 47017, - "similarity": 0.425, - "content_similarity": 0.447, - "size_similarity": 0.237, - "breadth_similarity": 0.5, - "concentration_similarity": 0.534, - "shared_filenames": [ - "src/transformers/models/auto/tokenization_auto.py" - ], - "shared_directories": [ - "src/transformers/models/auto", - "src/transformers/models", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45317, - "right_pr_number": 46580, - "similarity": 0.238, - "content_similarity": 0.007, - "size_similarity": 0.964, - "breadth_similarity": 0.5, - "concentration_similarity": 0.778, - "shared_filenames": [], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-41855-4", - "pr_numbers": [ - 41855, - 45378, - 46330, - 47397 - ], - "representative_pr_number": 47397, - "average_similarity": 0.43, - "summary": "4 open PRs share weighted file overlap around `src/transformers/tokenization_mistral_common.py`, `tests/test_tokenization_mistral_common.py`; representative PR #47397.", - "shared_filenames": [ - "src/transformers/tokenization_mistral_common.py", - "tests/test_tokenization_mistral_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 41855, - "right_pr_number": 47397, - "similarity": 0.54, - "content_similarity": 0.508, - "size_similarity": 0.26, - "breadth_similarity": 1.0, - "concentration_similarity": 0.905, - "shared_filenames": [ - "src/transformers/tokenization_mistral_common.py", - "tests/test_tokenization_mistral_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 46330, - "right_pr_number": 47397, - "similarity": 0.539, - "content_similarity": 0.43, - "size_similarity": 0.7, - "breadth_similarity": 1.0, - "concentration_similarity": 0.663, - "shared_filenames": [ - "src/transformers/tokenization_mistral_common.py", - "tests/test_tokenization_mistral_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 41855, - "right_pr_number": 46330, - "similarity": 0.454, - "content_similarity": 0.372, - "size_similarity": 0.371, - "breadth_similarity": 1.0, - "concentration_similarity": 0.758, - "shared_filenames": [ - "src/transformers/tokenization_mistral_common.py", - "tests/test_tokenization_mistral_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 45378, - "right_pr_number": 47397, - "similarity": 0.444, - "content_similarity": 0.5, - "size_similarity": 0.12, - "breadth_similarity": 0.5, - "concentration_similarity": 0.52, - "shared_filenames": [ - "src/transformers/tokenization_mistral_common.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41855, - "right_pr_number": 45378, - "similarity": 0.369, - "content_similarity": 0.312, - "size_similarity": 0.462, - "breadth_similarity": 0.5, - "concentration_similarity": 0.615, - "shared_filenames": [ - "src/transformers/tokenization_mistral_common.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45378, - "right_pr_number": 46330, - "similarity": 0.233, - "content_similarity": 0.163, - "size_similarity": 0.171, - "breadth_similarity": 0.5, - "concentration_similarity": 0.857, - "shared_filenames": [ - "src/transformers/tokenization_mistral_common.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-33686-4", - "pr_numbers": [ - 33686, - 44407, - 44550, - 47301 - ], - "representative_pr_number": 44550, - "average_similarity": 0.359, - "summary": "4 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": 0.391, - "content_similarity": 0.13, - "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": 0.361, - "content_similarity": 0.096, - "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": 44550, - "right_pr_number": 47301, - "similarity": 0.356, - "content_similarity": 0.1, - "size_similarity": 0.909, - "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": 0.352, - "content_similarity": 0.083, - "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": 47301, - "similarity": 0.347, - "content_similarity": 0.086, - "size_similarity": 0.909, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - }, - { - "left_pr_number": 44407, - "right_pr_number": 47301, - "similarity": 0.345, - "content_similarity": 0.092, - "size_similarity": 0.87, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - } - ] - }, - { - "cluster_id": "pr-scope-46319-4", - "pr_numbers": [ - 46319, - 46889, - 47212, - 47304 - ], - "representative_pr_number": 46319, - "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": [ - "docs/source/en", - "docs/source", - "docs" - ], - "pairwise": [ - { - "left_pr_number": 46319, - "right_pr_number": 47304, - "similarity": 0.359, - "content_similarity": 0.095, - "size_similarity": 0.946, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - }, - { - "left_pr_number": 46319, - "right_pr_number": 47212, - "similarity": 0.358, - "content_similarity": 0.089, - "size_similarity": 0.974, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - }, - { - "left_pr_number": 46889, - "right_pr_number": 47212, - "similarity": 0.355, - "content_similarity": 0.078, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - }, - { - "left_pr_number": 47212, - "right_pr_number": 47304, - "similarity": 0.354, - "content_similarity": 0.094, - "size_similarity": 0.921, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" - ] - }, - { - "left_pr_number": 46319, - "right_pr_number": 46889, - "similarity": 0.351, - "content_similarity": 0.079, - "size_similarity": 0.974, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], + "src", + "tests" + ] + }, + { + "left_pr_number": 46580, + "right_pr_number": 47017, + "similarity": 0.425, + "content_similarity": 0.447, + "size_similarity": 0.237, + "breadth_similarity": 0.5, + "concentration_similarity": 0.534, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py" + ], "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" + "src/transformers/models/auto", + "src/transformers/models", + "src/transformers", + "src" ] }, { - "left_pr_number": 46889, - "right_pr_number": 47304, - "similarity": 0.347, - "content_similarity": 0.084, - "size_similarity": 0.921, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45317, + "right_pr_number": 46580, + "similarity": 0.238, + "content_similarity": 0.007, + "size_similarity": 0.964, + "breadth_similarity": 0.5, + "concentration_similarity": 0.778, "shared_filenames": [], "shared_directories": [ - "docs/source/en", - "docs/source", - "docs" + "src/transformers", + "src" ] } ] }, { - "cluster_id": "pr-scope-44066-3", + "cluster_id": "pr-scope-44015-4", "pr_numbers": [ - 44066, - 44085, - 44722 + 44015, + 44059, + 44676, + 47459 ], - "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.", + "representative_pr_number": 44059, + "average_similarity": 0.46, + "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.", "shared_filenames": [ - "src/transformers/models/gptj/modeling_gptj.py", - "src/transformers/models/codegen/modeling_codegen.py" + "src/transformers/models/gpt2/modeling_gpt2.py" ], "shared_directories": [ - "src/transformers/models/gptj", + "src/transformers/models/gpt2", "src/transformers/models", "src/transformers", - "src", - "src/transformers/models/codegen" + "src" ], "pairwise": [ { - "left_pr_number": 44066, - "right_pr_number": 44722, - "similarity": 0.969, - "content_similarity": 0.968, - "size_similarity": 0.959, + "left_pr_number": 44059, + "right_pr_number": 44676, + "similarity": 0.679, + "content_similarity": 0.742, + "size_similarity": 0.062, "breadth_similarity": 1.0, - "concentration_similarity": 0.957, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/models/codegen/modeling_codegen.py", - "src/transformers/models/gptj/modeling_gptj.py" + "src/transformers/models/gpt2/modeling_gpt2.py" ], "shared_directories": [ - "src/transformers/models/codegen", - "src/transformers/models/gptj", + "src/transformers/models/gpt2", "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, + "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": 0.415, + "content_similarity": 0.504, + "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" + ] + }, + { + "left_pr_number": 44676, + "right_pr_number": 47459, + "similarity": 0.393, + "content_similarity": 0.333, + "size_similarity": 0.55, "breadth_similarity": 0.5, - "concentration_similarity": 0.986, + "concentration_similarity": 0.55, "shared_filenames": [ - "src/transformers/models/gptj/modeling_gptj.py" + "src/transformers/models/gpt2/modeling_gpt2.py" ], "shared_directories": [ - "src/transformers/models/gptj", + "src/transformers/models/gpt2", "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, + "left_pr_number": 44059, + "right_pr_number": 47459, + "similarity": 0.355, + "content_similarity": 0.372, + "size_similarity": 0.113, "breadth_similarity": 0.5, - "concentration_similarity": 0.944, + "concentration_similarity": 0.55, "shared_filenames": [ - "src/transformers/models/gptj/modeling_gptj.py" + "src/transformers/models/gpt2/modeling_gpt2.py" ], "shared_directories": [ - "src/transformers/models/gptj", + "src/transformers/models/gpt2", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44015, + "right_pr_number": 47459, + "similarity": 0.301, + "content_similarity": 0.255, + "size_similarity": 0.061, + "breadth_similarity": 0.667, + "concentration_similarity": 0.938, + "shared_filenames": [ + "src/transformers/models/gpt2/modeling_gpt2.py" + ], + "shared_directories": [ + "src/transformers/models/gpt2", "src/transformers/models", "src/transformers", "src" @@ -4797,311 +4483,426 @@ ] }, { - "cluster_id": "pr-scope-46848-3", + "cluster_id": "pr-scope-41855-4", "pr_numbers": [ - 46848, - 47123, - 47280 + 41855, + 45378, + 46330, + 47397 ], - "representative_pr_number": 47280, - "average_similarity": 0.765, - "summary": "3 open PRs share weighted file overlap around `tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py`; representative PR #47280.", + "representative_pr_number": 47397, + "average_similarity": 0.43, + "summary": "4 open PRs share weighted file overlap around `src/transformers/tokenization_mistral_common.py`, `tests/test_tokenization_mistral_common.py`; representative PR #47397.", "shared_filenames": [ - "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py" + "src/transformers/tokenization_mistral_common.py", + "tests/test_tokenization_mistral_common.py" ], "shared_directories": [ - "tests/models/minimax_m3_vl", - "tests/models", + "src/transformers", + "src", "tests" ], "pairwise": [ { - "left_pr_number": 47123, - "right_pr_number": 47280, - "similarity": 0.837, - 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"src/transformers/integrations/compressed_tensors.py" + "src/transformers/models/gptj/modeling_gptj.py", + "src/transformers/models/codegen/modeling_codegen.py" ], "shared_directories": [ - "src/transformers/integrations", + "src/transformers/models/gptj", + "src/transformers/models", "src/transformers", - "src" + "src", + "src/transformers/models/codegen" ], "pairwise": [ { - "left_pr_number": 47315, - "right_pr_number": 47430, - "similarity": 0.847, - "content_similarity": 0.88, - "size_similarity": 0.941, - "breadth_similarity": 0.5, - "concentration_similarity": 0.812, + "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/integrations/compressed_tensors.py" + "src/transformers/models/codegen/modeling_codegen.py", + "src/transformers/models/gptj/modeling_gptj.py" ], "shared_directories": [ - "src/transformers/integrations", + "src/transformers/models/codegen", + "src/transformers/models/gptj", + "src/transformers/models", "src/transformers", "src" ] }, { - 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"src/transformers/models/gpt2/modeling_gpt2.py" + "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py" ], "shared_directories": [ - "src/transformers/models/gpt2", - "src/transformers/models", - "src/transformers", - "src" + "tests/models/minimax_m3_vl", + "tests/models", + "tests" ] }, { - "left_pr_number": 44015, - "right_pr_number": 44676, - "similarity": 0.422, - "content_similarity": 0.513, - "size_similarity": 0.034, - "breadth_similarity": 0.333, - "concentration_similarity": 0.488, + "left_pr_number": 46848, + "right_pr_number": 47123, + "similarity": 0.685, + "content_similarity": 0.833, + "size_similarity": 0.022, + "breadth_similarity": 0.5, + "concentration_similarity": 0.978, "shared_filenames": [ - "src/transformers/models/gpt2/modeling_gpt2.py" + "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py" ], "shared_directories": [ - "src/transformers/models/gpt2", - "src/transformers/models", - "src/transformers", - "src" + "tests/models/minimax_m3_vl", + "tests/models", + "tests" ] } ] @@ -5399,7 +5196,7 @@ 47450 ], "representative_pr_number": 47450, - "average_similarity": 0.493, + "average_similarity": 0.494, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py`, `src/transformers/models/qwen3_next/modeling_qwen3_next.py`; representative PR #47450.", "shared_filenames": [ "src/transformers/models/qwen3_next/modular_qwen3_next.py", @@ -5410,8 +5207,8 @@ "src/transformers/models/qwen3_5/modular_qwen3_5.py" ], "shared_directories": [ - "src/transformers/models/qwen3_next", "src/transformers/models/qwen3_5_moe", + "src/transformers/models/qwen3_next", "src/transformers/models/qwen3_5", "src/transformers/models", "src/transformers", @@ -5422,8 +5219,8 @@ { "left_pr_number": 45513, "right_pr_number": 47450, - "similarity": 0.609, - "content_similarity": 0.514, + "similarity": 0.61, + "content_similarity": 0.515, "size_similarity": 0.933, "breadth_similarity": 0.707, "concentration_similarity": 0.776, @@ -5446,8 +5243,8 @@ { "left_pr_number": 46148, "right_pr_number": 47450, - "similarity": 0.486, - "content_similarity": 0.472, + "similarity": 0.487, + "content_similarity": 0.473, "size_similarity": 0.214, "breadth_similarity": 0.757, "concentration_similarity": 0.964, @@ -5469,8 +5266,8 @@ { "left_pr_number": 45513, "right_pr_number": 46148, - "similarity": 0.383, - "content_similarity": 0.363, + "similarity": 0.384, + "content_similarity": 0.365, "size_similarity": 0.229, "breadth_similarity": 0.536, "concentration_similarity": 0.812, @@ -5501,7 +5298,7 @@ 47447 ], "representative_pr_number": 47447, - "average_similarity": 0.471, + "average_similarity": 0.47, "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`, `tests/generation/test_utils.py`; representative PR #47447.", "shared_filenames": [ "src/transformers/generation/candidate_generator.py", @@ -5603,8 +5400,8 @@ { "left_pr_number": 34925, "right_pr_number": 45917, - "similarity": 0.502, - "content_similarity": 0.435, + "similarity": 0.501, + "content_similarity": 0.434, "size_similarity": 0.39, "breadth_similarity": 1.0, "concentration_similarity": 0.78, @@ -5665,7 +5462,7 @@ 44682 ], "representative_pr_number": 43656, - "average_similarity": 0.461, + "average_similarity": 0.46, "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.", "shared_filenames": [ "src/transformers/cli/serve.py" @@ -5737,7 +5534,7 @@ 47441 ], "representative_pr_number": 47441, - "average_similarity": 0.45, + "average_similarity": 0.449, "summary": "3 open PRs share weighted file overlap around `tests/models/whisper/test_modeling_whisper.py`; representative PR #47441.", "shared_filenames": [ "tests/models/whisper/test_modeling_whisper.py" @@ -5755,9 +5552,9 @@ { "left_pr_number": 43291, "right_pr_number": 47441, - "similarity": 0.543, - "content_similarity": 0.557, - "size_similarity": 0.518, + "similarity": 0.525, + "content_similarity": 0.529, + "size_similarity": 0.532, "breadth_similarity": 0.5, "concentration_similarity": 0.508, "shared_filenames": [ @@ -5772,9 +5569,9 @@ { "left_pr_number": 45773, "right_pr_number": 47441, - "similarity": 0.418, - "content_similarity": 0.396, - "size_similarity": 0.675, + "similarity": 0.433, + "content_similarity": 0.414, + "size_similarity": 0.694, "breadth_similarity": 0.134, "concentration_similarity": 0.519, "shared_filenames": [ @@ -5877,7 +5674,7 @@ "left_pr_number": 46099, "right_pr_number": 46269, "similarity": 0.41, - "content_similarity": 0.486, + "content_similarity": 0.485, "size_similarity": 0.013, "breadth_similarity": 0.284, "concentration_similarity": 0.805, @@ -5992,7 +5789,7 @@ "left_pr_number": 45709, "right_pr_number": 45742, "similarity": 0.499, - "content_similarity": 0.375, + "content_similarity": 0.374, "size_similarity": 0.782, "breadth_similarity": 0.833, "concentration_similarity": 0.72, @@ -6077,7 +5874,7 @@ { "left_pr_number": 46177, "right_pr_number": 47224, - "similarity": 0.319, + "similarity": 0.318, "content_similarity": 0.284, "size_similarity": 0.389, "breadth_similarity": 0.267, @@ -6168,7 +5965,7 @@ 46775 ], "representative_pr_number": 44889, - "average_similarity": 0.385, + "average_similarity": 0.387, "summary": "3 open PRs share weighted file overlap around `src/transformers/trainer.py`, `tests/trainer/distributed/test_trainer_distributed_deepspeed.py`; representative PR #44889.", "shared_filenames": [ "src/transformers/trainer.py", @@ -6185,8 +5982,8 @@ { "left_pr_number": 44889, "right_pr_number": 46775, - "similarity": 0.457, - "content_similarity": 0.335, + "similarity": 0.458, + "content_similarity": 0.337, "size_similarity": 0.877, "breadth_similarity": 0.458, "concentration_similarity": 0.9, @@ -6205,8 +6002,8 @@ { "left_pr_number": 44889, "right_pr_number": 44981, - "similarity": 0.397, - "content_similarity": 0.153, + "similarity": 0.398, + "content_similarity": 0.155, "size_similarity": 0.991, "breadth_similarity": 1.0, "concentration_similarity": 0.812, @@ -6223,8 +6020,8 @@ { "left_pr_number": 44981, "right_pr_number": 46775, - "similarity": 0.302, - "content_similarity": 0.126, + "similarity": 0.304, + "content_similarity": 0.128, "size_similarity": 0.885, "breadth_similarity": 0.458, "concentration_similarity": 0.712, @@ -6248,7 +6045,7 @@ 46503 ], "representative_pr_number": 46503, - "average_similarity": 0.346, + "average_similarity": 0.347, "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46503.", "shared_filenames": [], "shared_directories": [ @@ -6259,7 +6056,7 @@ { "left_pr_number": 46501, "right_pr_number": 46503, - "similarity": 0.364, + "similarity": 0.365, "content_similarity": 0.092, "size_similarity": 1.0, "breadth_similarity": 1.0, @@ -6273,8 +6070,8 @@ { "left_pr_number": 46138, "right_pr_number": 46503, - "similarity": 0.345, - "content_similarity": 0.118, + "similarity": 0.346, + "content_similarity": 0.119, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -6285,17 +6082,105 @@ ] }, { - "left_pr_number": 46138, - "right_pr_number": 46501, - "similarity": 0.33, - "content_similarity": 0.096, - "size_similarity": 0.75, + "left_pr_number": 46138, + "right_pr_number": 46501, + "similarity": 0.33, + "content_similarity": 0.096, + "size_similarity": 0.75, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + ".github/workflows", + ".github" + ] + } + ] + }, + { + "cluster_id": "pr-scope-46687-2", + "pr_numbers": [ + 46687, + 47461 + ], + "representative_pr_number": 46687, + "average_similarity": 1.0, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/wav2vec2_phoneme/tokenization_wav2vec2_phoneme.py`; representative PR #46687.", + "shared_filenames": [ + "src/transformers/models/wav2vec2_phoneme/tokenization_wav2vec2_phoneme.py" + ], + "shared_directories": [ + "src/transformers/models/wav2vec2_phoneme", + "src/transformers/models", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46687, + "right_pr_number": 47461, + "similarity": 1.0, + "content_similarity": 1.0, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/models/wav2vec2_phoneme/tokenization_wav2vec2_phoneme.py" + ], + "shared_directories": [ + "src/transformers/models/wav2vec2_phoneme", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-47392-2", + "pr_numbers": [ + 47392, + 47432 + ], + "representative_pr_number": 47392, + "average_similarity": 0.99, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/inkling/feature_extraction_inkling.py`, `tests/models/inkling/test_processing_inkling.py`, `src/transformers/models/inkling/processing_inkling.py`; representative PR #47392.", + "shared_filenames": [ + "src/transformers/models/inkling/feature_extraction_inkling.py", + "tests/models/inkling/test_processing_inkling.py", + "src/transformers/models/inkling/processing_inkling.py" + ], + "shared_directories": [ + "src/transformers/models/inkling", + "tests/models/inkling", + "src/transformers/models", + "tests/models", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 47392, + "right_pr_number": 47432, + "similarity": 0.99, + "content_similarity": 0.99, + "size_similarity": 0.982, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], + "concentration_similarity": 0.985, + "shared_filenames": [ + "src/transformers/models/inkling/feature_extraction_inkling.py", + "src/transformers/models/inkling/processing_inkling.py", + "tests/models/inkling/test_processing_inkling.py" + ], "shared_directories": [ - ".github/workflows", - ".github" + "src/transformers/models/inkling", + "src/transformers/models", + "tests/models/inkling", + "src/transformers", + "tests/models", + "src", + "tests" ] } ] @@ -6708,6 +6593,43 @@ } ] }, + { + "cluster_id": "pr-scope-47315-2", + "pr_numbers": [ + 47315, + 47430 + ], + "representative_pr_number": 47315, + "average_similarity": 0.847, + "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/compressed_tensors.py`; representative PR #47315.", + "shared_filenames": [ + "src/transformers/integrations/compressed_tensors.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 47315, + "right_pr_number": 47430, + "similarity": 0.847, + "content_similarity": 0.88, + "size_similarity": 0.941, + "breadth_similarity": 0.5, + "concentration_similarity": 0.812, + "shared_filenames": [ + "src/transformers/integrations/compressed_tensors.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-46300-2", "pr_numbers": [ @@ -6773,43 +6695,6 @@ } ] }, - { - "cluster_id": "pr-scope-45606-2", - "pr_numbers": [ - 45606, - 45607 - ], - "representative_pr_number": 45606, - "average_similarity": 0.776, - "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.", - "shared_filenames": [ - "tests/models/gemma4/test_modeling_gemma4.py" - ], - "shared_directories": [ - "tests/models/gemma4", - "tests/models", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 45606, - "right_pr_number": 45607, - "similarity": 0.776, - "content_similarity": 0.827, - "size_similarity": 0.778, - "breadth_similarity": 0.417, - "concentration_similarity": 0.778, - "shared_filenames": [ - "tests/models/gemma4/test_modeling_gemma4.py" - ], - "shared_directories": [ - "tests/models/gemma4", - "tests/models", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-43543-2", "pr_numbers": [ @@ -6826,8 +6711,8 @@ "src/transformers/models/minimax_m2/modeling_minimax_m2.py", "src/transformers/models/phimoe/modeling_phimoe.py", "src/transformers/models/dbrx/modeling_dbrx.py", - "src/transformers/models/flex_olmo/modeling_flex_olmo.py", - "src/transformers/models/mixtral/modeling_mixtral.py" + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/flex_olmo/modeling_flex_olmo.py" ], "shared_directories": [ "src/transformers/models/jetmoe", @@ -6875,6 +6760,43 @@ } ] }, + { + "cluster_id": "pr-scope-45606-2", + "pr_numbers": [ + 45606, + 45607 + ], + "representative_pr_number": 45606, + "average_similarity": 0.773, + "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.", + "shared_filenames": [ + "tests/models/gemma4/test_modeling_gemma4.py" + ], + "shared_directories": [ + "tests/models/gemma4", + "tests/models", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 45606, + "right_pr_number": 45607, + "similarity": 0.773, + "content_similarity": 0.823, + "size_similarity": 0.778, + "breadth_similarity": 0.417, + "concentration_similarity": 0.778, + "shared_filenames": [ + "tests/models/gemma4/test_modeling_gemma4.py" + ], + "shared_directories": [ + "tests/models/gemma4", + "tests/models", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-42824-2", "pr_numbers": [ @@ -6882,7 +6804,7 @@ 46461 ], "representative_pr_number": 42824, - "average_similarity": 0.718, + "average_similarity": 0.717, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_feature_extraction_utils.py`, `src/transformers/feature_extraction_utils.py`; representative PR #42824.", "shared_filenames": [ "tests/utils/test_feature_extraction_utils.py", @@ -6898,8 +6820,8 @@ { "left_pr_number": 42824, "right_pr_number": 46461, - "similarity": 0.718, - "content_similarity": 0.748, + "similarity": 0.717, + "content_similarity": 0.747, "size_similarity": 0.652, "breadth_similarity": 0.5, "concentration_similarity": 0.928, @@ -7023,7 +6945,7 @@ 43816 ], "representative_pr_number": 43779, - "average_similarity": 0.659, + "average_similarity": 0.663, "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" @@ -7037,8 +6959,8 @@ { "left_pr_number": 43779, "right_pr_number": 43816, - "similarity": 0.659, - "content_similarity": 0.674, + "similarity": 0.663, + "content_similarity": 0.679, "size_similarity": 0.25, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -7168,7 +7090,7 @@ 46942 ], "representative_pr_number": 46834, - "average_similarity": 0.612, + "average_similarity": 0.611, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm2_5/modular_timesfm2_5.py`, `src/transformers/models/timesfm2_5/modeling_timesfm2_5.py`; representative PR #46834.", "shared_filenames": [ "src/transformers/models/timesfm2_5/modular_timesfm2_5.py", @@ -7184,8 +7106,8 @@ { "left_pr_number": 46834, "right_pr_number": 46942, - "similarity": 0.612, - "content_similarity": 0.493, + "similarity": 0.611, + "content_similarity": 0.492, "size_similarity": 0.778, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -7241,6 +7163,45 @@ } ] }, + { + "cluster_id": "pr-scope-44101-2", + "pr_numbers": [ + 44101, + 44116 + ], + "representative_pr_number": 44101, + "average_similarity": 0.554, + "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": 0.554, + "content_similarity": 0.616, + "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-47290-2", "pr_numbers": [ @@ -7248,7 +7209,7 @@ 47384 ], "representative_pr_number": 47290, - "average_similarity": 0.557, + "average_similarity": 0.548, "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", @@ -7267,18 +7228,18 @@ "src/transformers/integrations", "src/transformers/models", "tests/generation", - "src/transformers", - "tests" + "tests/models", + "src/transformers" ], "pairwise": [ { "left_pr_number": 47290, "right_pr_number": 47384, - "similarity": 0.557, - "content_similarity": 0.439, - "size_similarity": 0.765, - "breadth_similarity": 0.861, - "concentration_similarity": 0.987, + "similarity": 0.548, + "content_similarity": 0.432, + "size_similarity": 0.775, + "breadth_similarity": 0.795, + "concentration_similarity": 0.998, "shared_filenames": [ "src/transformers/integrations/executorch.py", "src/transformers/models/diffusion_gemma/configuration_diffusion_gemma.py", @@ -7299,51 +7260,13 @@ "src/transformers/models", "src/transformers", "tests/generation", + "tests/models", "src", "tests" ] } ] }, - { - "cluster_id": "pr-scope-44101-2", - "pr_numbers": [ - 44101, - 44116 - ], - "representative_pr_number": 44101, - "average_similarity": 0.554, - "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": 0.554, - "content_similarity": 0.616, - "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-45730-2", "pr_numbers": [ @@ -7495,7 +7418,7 @@ "left_pr_number": 45056, "right_pr_number": 45128, "similarity": 0.512, - "content_similarity": 0.411, + "content_similarity": 0.412, "size_similarity": 0.669, "breadth_similarity": 0.875, "concentration_similarity": 0.724, @@ -7639,26 +7562,75 @@ ], "pairwise": [ { - "left_pr_number": 43532, - "right_pr_number": 43649, - "similarity": 0.498, - "content_similarity": 0.438, - "size_similarity": 0.395, - "breadth_similarity": 0.875, - "concentration_similarity": 0.893, + "left_pr_number": 43532, + "right_pr_number": 43649, + "similarity": 0.498, + "content_similarity": 0.438, + "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-46572-2", + "pr_numbers": [ + 46572, + 47295 + ], + "representative_pr_number": 46572, + "average_similarity": 0.49, + "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", + "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py", + "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py" + ], + "shared_directories": [ + "src/transformers/models/diffusion_gemma", + "tests/models/diffusion_gemma", + "src/transformers/models", + "tests/models", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46572, + "right_pr_number": 47295, + "similarity": 0.49, + "content_similarity": 0.486, + "size_similarity": 0.35, + "breadth_similarity": 0.708, + "concentration_similarity": 0.535, "shared_filenames": [ - ".github/workflows/self-comment-ci.yml", - ".github/workflows/self-scheduled.yml", - "tests/models/vit/test_modeling_vit.py", - "utils/notification_service.py" + "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py", + "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py", + "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" ], "shared_directories": [ - "tests/models/vit", - ".github/workflows", + "src/transformers/models/diffusion_gemma", + "src/transformers/models", + "tests/models/diffusion_gemma", + "src/transformers", "tests/models", - ".github", - "tests", - "utils" + "src", + "tests" ] } ] @@ -7795,50 +7767,38 @@ ] }, { - "cluster_id": "pr-scope-46572-2", + "cluster_id": "pr-scope-43488-2", "pr_numbers": [ - 46572, - 47295 + 43488, + 47456 ], - "representative_pr_number": 46572, - "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.", + "representative_pr_number": 43488, + "average_similarity": 0.457, + "summary": "2 open PRs share weighted file overlap around `src/transformers/dependency_versions_table.py`, `setup.py`; representative PR #43488.", "shared_filenames": [ - "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" + "src/transformers/dependency_versions_table.py", + "setup.py" ], "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "tests/models/diffusion_gemma", - "src/transformers/models", - "tests/models", "src/transformers", - "tests", "src" ], "pairwise": [ { - "left_pr_number": 46572, - "right_pr_number": 47295, - "similarity": 0.484, - "content_similarity": 0.477, - "size_similarity": 0.35, - "breadth_similarity": 0.708, - "concentration_similarity": 0.535, + "left_pr_number": 43488, + "right_pr_number": 47456, + "similarity": 0.457, + "content_similarity": 0.301, + "size_similarity": 0.909, + "breadth_similarity": 0.675, + "concentration_similarity": 0.855, "shared_filenames": [ - "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py", - "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py", - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" + "setup.py", + "src/transformers/dependency_versions_table.py" ], "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "src/transformers/models", - "tests/models/diffusion_gemma", "src/transformers", - "tests/models", - "src", - "tests" + "src" ] } ] @@ -7880,6 +7840,55 @@ } ] }, + { + "cluster_id": "pr-scope-46958-2", + "pr_numbers": [ + 46958, + 47090 + ], + "representative_pr_number": 46958, + "average_similarity": 0.449, + "summary": "2 open PRs share weighted file overlap around `tests/models/cohere_asr/test_modeling_cohere_asr.py`, `src/transformers/models/cohere_asr/modeling_cohere_asr.py`, `src/transformers/models/cohere_asr/modular_cohere_asr.py`; representative PR #46958.", + "shared_filenames": [ + "tests/models/cohere_asr/test_modeling_cohere_asr.py", + "src/transformers/models/cohere_asr/modeling_cohere_asr.py", + "src/transformers/models/cohere_asr/modular_cohere_asr.py" + ], + "shared_directories": [ + "src/transformers/models/cohere_asr", + "tests/models/cohere_asr", + "src/transformers/models", + "tests/models", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46958, + "right_pr_number": 47090, + "similarity": 0.449, + "content_similarity": 0.521, + "size_similarity": 0.247, + "breadth_similarity": 0.261, + "concentration_similarity": 0.42, + "shared_filenames": [ + "src/transformers/models/cohere_asr/modeling_cohere_asr.py", + "src/transformers/models/cohere_asr/modular_cohere_asr.py", + "tests/models/cohere_asr/test_modeling_cohere_asr.py" + ], + "shared_directories": [ + "src/transformers/models/cohere_asr", + "src/transformers/models", + "tests/models/cohere_asr", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-45570-2", "pr_numbers": [ @@ -7919,6 +7928,49 @@ } ] }, + { + "cluster_id": "pr-scope-47164-2", + "pr_numbers": [ + 47164, + 47340 + ], + "representative_pr_number": 47164, + "average_similarity": 0.44, + "summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_data.py`, `src/transformers/training_args.py`, `src/transformers/trainer.py`; representative PR #47164.", + "shared_filenames": [ + "tests/trainer/test_trainer_data.py", + "src/transformers/training_args.py", + "src/transformers/trainer.py" + ], + "shared_directories": [ + "tests/trainer", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 47164, + "right_pr_number": 47340, + "similarity": 0.44, + "content_similarity": 0.378, + "size_similarity": 0.179, + "breadth_similarity": 1.0, + "concentration_similarity": 0.965, + "shared_filenames": [ + "src/transformers/trainer.py", + "src/transformers/training_args.py", + "tests/trainer/test_trainer_data.py" + ], + "shared_directories": [ + "src/transformers", + "tests/trainer", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-41356-2", "pr_numbers": [ @@ -7978,49 +8030,6 @@ } ] }, - { - "cluster_id": "pr-scope-47164-2", - "pr_numbers": [ - 47164, - 47340 - ], - "representative_pr_number": 47164, - "average_similarity": 0.438, - "summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_data.py`, `src/transformers/training_args.py`, `src/transformers/trainer.py`; representative PR #47164.", - "shared_filenames": [ - "tests/trainer/test_trainer_data.py", - "src/transformers/training_args.py", - "src/transformers/trainer.py" - ], - "shared_directories": [ - "tests/trainer", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 47164, - "right_pr_number": 47340, - "similarity": 0.438, - "content_similarity": 0.376, - "size_similarity": 0.179, - "breadth_similarity": 1.0, - "concentration_similarity": 0.965, - "shared_filenames": [ - "src/transformers/trainer.py", - "src/transformers/training_args.py", - "tests/trainer/test_trainer_data.py" - ], - "shared_directories": [ - "src/transformers", - "tests/trainer", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-44965-2", "pr_numbers": [ @@ -8028,7 +8037,7 @@ 47108 ], "representative_pr_number": 44965, - "average_similarity": 0.434, + "average_similarity": 0.435, "summary": "2 open PRs share weighted file overlap around `.github/workflows/build_pr_documentation.yml`; representative PR #44965.", "shared_filenames": [ ".github/workflows/build_pr_documentation.yml" @@ -8041,7 +8050,7 @@ { "left_pr_number": 44965, "right_pr_number": 47108, - "similarity": 0.434, + "similarity": 0.435, "content_similarity": 0.446, "size_similarity": 0.087, "breadth_similarity": 0.75, @@ -8231,7 +8240,7 @@ 47360 ], "representative_pr_number": 46887, - "average_similarity": 0.425, + "average_similarity": 0.426, "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46887.", "shared_filenames": [], "shared_directories": [ @@ -8242,8 +8251,8 @@ { "left_pr_number": 46887, "right_pr_number": 47360, - "similarity": 0.425, - "content_similarity": 0.193, + "similarity": 0.426, + "content_similarity": 0.194, "size_similarity": 0.931, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -8255,71 +8264,6 @@ } ] }, - { - "cluster_id": "pr-scope-44973-2", - "pr_numbers": [ - 44973, - 47170 - ], - "representative_pr_number": 44973, - "average_similarity": 0.419, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`, `src/transformers/models/glm_ocr/modular_glm_ocr.py`; representative PR #44973.", - "shared_filenames": [ - "src/transformers/models/glm4v/modeling_glm4v.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/glm_image/modeling_glm_image.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/ernie4_5_vl_moe", - "src/transformers/models/glm4v", - "src/transformers/models/paddleocr_vl" - ], - "pairwise": [ - { - "left_pr_number": 44973, - "right_pr_number": 47170, - "similarity": 0.419, - "content_similarity": 0.439, - "size_similarity": 0.082, - "breadth_similarity": 0.544, - "concentration_similarity": 0.908, - "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-43446-2", "pr_numbers": [ @@ -8344,10 +8288,10 @@ "src/transformers/models/mistral3", "src/transformers/models/vipllava", "src/transformers/models/florence2", - "src/transformers/models/llava_next_video", "src/transformers/models/video_llava", "src/transformers/models/blip_2", - "src/transformers/models/chameleon" + "src/transformers/models/chameleon", + "src/transformers/models/got_ocr2" ], "pairwise": [ { @@ -8420,6 +8364,47 @@ } ] }, + { + "cluster_id": "pr-scope-46310-2", + "pr_numbers": [ + 46310, + 47162 + ], + "representative_pr_number": 46310, + "average_similarity": 0.402, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py`, `src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py`; representative PR #46310.", + "shared_filenames": [ + "src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py", + "src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py" + ], + "shared_directories": [ + "src/transformers/models/moonshine_streaming", + "src/transformers/models", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46310, + "right_pr_number": 47162, + "similarity": 0.402, + "content_similarity": 0.43, + "size_similarity": 0.129, + "breadth_similarity": 0.417, + "concentration_similarity": 0.806, + "shared_filenames": [ + "src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py", + "src/transformers/models/moonshine_streaming/modular_moonshine_streaming.py" + ], + "shared_directories": [ + "src/transformers/models/moonshine_streaming", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-43757-2", "pr_numbers": [ @@ -8499,7 +8484,7 @@ 46357 ], "representative_pr_number": 45851, - "average_similarity": 0.345, + "average_similarity": 0.344, "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #45851.", "shared_filenames": [], "shared_directories": [ @@ -8511,8 +8496,8 @@ { "left_pr_number": 45851, "right_pr_number": 46357, - "similarity": 0.345, - "content_similarity": 0.115, + "similarity": 0.344, + "content_similarity": 0.114, "size_similarity": 0.761, "breadth_similarity": 1.0, "concentration_similarity": 1.0,