diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,7 +1,7 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260722T060034Z", - "generated_at": "2026-07-22T06:01:40Z", + "snapshot_id": "20260722T120022Z", + "generated_at": "2026-07-22T12:02:30Z", "cluster_count": 91, "pr_scope_clusters": [ { @@ -19,7 +19,7 @@ 45273 ], "representative_pr_number": 45067, - "average_similarity": 0.426, + "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" @@ -32,8 +32,8 @@ { "left_pr_number": 44189, "right_pr_number": 45067, - "similarity": 0.777, - "content_similarity": 0.862, + "similarity": 0.776, + "content_similarity": 0.861, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -48,8 +48,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.629, - "content_similarity": 0.47, + "similarity": 0.626, + "content_similarity": 0.465, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -64,8 +64,8 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.543, - "content_similarity": 0.408, + "similarity": 0.54, + "content_similarity": 0.403, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -80,8 +80,8 @@ { "left_pr_number": 43651, "right_pr_number": 45067, - "similarity": 0.517, - "content_similarity": 0.371, + "similarity": 0.514, + "content_similarity": 0.366, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -96,8 +96,8 @@ { "left_pr_number": 43663, "right_pr_number": 44123, - "similarity": 0.502, - "content_similarity": 0.406, + "similarity": 0.499, + "content_similarity": 0.401, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -112,8 +112,8 @@ { "left_pr_number": 44257, "right_pr_number": 44660, - "similarity": 0.485, - "content_similarity": 0.264, + "similarity": 0.482, + "content_similarity": 0.26, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -128,8 +128,8 @@ { "left_pr_number": 44123, "right_pr_number": 45067, - "similarity": 0.476, - "content_similarity": 0.369, + "similarity": 0.473, + "content_similarity": 0.365, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -144,8 +144,8 @@ { "left_pr_number": 43636, "right_pr_number": 43663, - "similarity": 0.467, - "content_similarity": 0.358, + "similarity": 0.464, + "content_similarity": 0.354, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -160,8 +160,8 @@ { "left_pr_number": 43663, "right_pr_number": 44660, - "similarity": 0.465, - "content_similarity": 0.399, + "similarity": 0.462, + "content_similarity": 0.394, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -176,8 +176,8 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.464, - "content_similarity": 0.305, + "similarity": 0.461, + "content_similarity": 0.301, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -192,8 +192,8 @@ { "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.459, - "content_similarity": 0.434, + "similarity": 0.457, + "content_similarity": 0.431, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -208,8 +208,8 @@ { "left_pr_number": 43663, "right_pr_number": 44189, - "similarity": 0.451, - "content_similarity": 0.395, + "similarity": 0.448, + "content_similarity": 0.391, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -224,8 +224,8 @@ { "left_pr_number": 44189, "right_pr_number": 45055, - "similarity": 0.447, - "content_similarity": 0.264, + "similarity": 0.445, + "content_similarity": 0.26, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -240,8 +240,8 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.444, - "content_similarity": 0.325, + "similarity": 0.441, + "content_similarity": 0.321, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -254,11 +254,11 @@ ] }, { - "left_pr_number": 44660, - "right_pr_number": 45067, - "similarity": 0.44, - "content_similarity": 0.363, - "size_similarity": 0.24, + "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": [ @@ -270,11 +270,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43651, - "similarity": 0.439, - "content_similarity": 0.282, - "size_similarity": 0.611, + "left_pr_number": 44660, + "right_pr_number": 45067, + "similarity": 0.437, + "content_similarity": 0.358, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -288,8 +288,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.433, - "content_similarity": 0.262, + "similarity": 0.431, + "content_similarity": 0.258, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -304,8 +304,8 @@ { "left_pr_number": 43636, "right_pr_number": 44660, - "similarity": 0.425, - "content_similarity": 0.276, + "similarity": 0.423, + "content_similarity": 0.273, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -320,8 +320,8 @@ { "left_pr_number": 43663, "right_pr_number": 44257, - "similarity": 0.425, - "content_similarity": 0.342, + "similarity": 0.422, + "content_similarity": 0.338, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -336,8 +336,8 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.423, - "content_similarity": 0.32, + "similarity": 0.42, + "content_similarity": 0.316, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -352,8 +352,8 @@ { "left_pr_number": 43651, "right_pr_number": 44660, - "similarity": 0.42, - "content_similarity": 0.315, + "similarity": 0.417, + "content_similarity": 0.311, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -368,8 +368,8 @@ { "left_pr_number": 44660, "right_pr_number": 45055, - "similarity": 0.411, - "content_similarity": 0.266, + "similarity": 0.409, + "content_similarity": 0.263, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -384,8 +384,8 @@ { "left_pr_number": 43663, "right_pr_number": 45055, - "similarity": 0.409, - "content_similarity": 0.345, + "similarity": 0.407, + "content_similarity": 0.341, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -400,8 +400,8 @@ { "left_pr_number": 44257, "right_pr_number": 45067, - "similarity": 0.404, - "content_similarity": 0.311, + "similarity": 0.401, + "content_similarity": 0.307, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -416,8 +416,8 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.402, - "content_similarity": 0.312, + "similarity": 0.399, + "content_similarity": 0.308, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -432,8 +432,8 @@ { "left_pr_number": 43636, "right_pr_number": 44257, - "similarity": 0.398, - "content_similarity": 0.237, + "similarity": 0.395, + "content_similarity": 0.233, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -448,8 +448,8 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.396, - "content_similarity": 0.274, + "similarity": 0.394, + "content_similarity": 0.27, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -464,8 +464,8 @@ { "left_pr_number": 45055, "right_pr_number": 45273, - "similarity": 0.394, - "content_similarity": 0.205, + "similarity": 0.392, + "content_similarity": 0.202, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -480,8 +480,8 @@ { "left_pr_number": 44189, "right_pr_number": 45273, - "similarity": 0.39, - "content_similarity": 0.235, + "similarity": 0.387, + "content_similarity": 0.232, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -496,8 +496,8 @@ { "left_pr_number": 43651, "right_pr_number": 44257, - "similarity": 0.389, - "content_similarity": 0.27, + "similarity": 0.386, + "content_similarity": 0.266, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -512,8 +512,8 @@ { "left_pr_number": 45055, "right_pr_number": 45067, - "similarity": 0.388, - "content_similarity": 0.314, + "similarity": 0.385, + "content_similarity": 0.31, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -528,8 +528,8 @@ { "left_pr_number": 44123, "right_pr_number": 44660, - "similarity": 0.386, - "content_similarity": 0.313, + "similarity": 0.383, + "content_similarity": 0.309, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -544,8 +544,8 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.385, - "content_similarity": 0.228, + "similarity": 0.382, + "content_similarity": 0.225, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -558,11 +558,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 44189, - "similarity": 0.378, - "content_similarity": 0.31, - "size_similarity": 0.073, + "left_pr_number": 43663, + "right_pr_number": 45273, + "similarity": 0.375, + "content_similarity": 0.304, + "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -574,11 +574,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44123, - "similarity": 0.377, - "content_similarity": 0.281, - "size_similarity": 0.2, + "left_pr_number": 44123, + "right_pr_number": 44189, + "similarity": 0.375, + "content_similarity": 0.306, + "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -590,11 +590,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 45273, - "similarity": 0.377, - "content_similarity": 0.308, - "size_similarity": 0.08, + "left_pr_number": 43636, + "right_pr_number": 44123, + "similarity": 0.374, + "content_similarity": 0.277, + "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -608,8 +608,8 @@ { "left_pr_number": 44660, "right_pr_number": 45273, - "similarity": 0.366, - "content_similarity": 0.238, + "similarity": 0.364, + "content_similarity": 0.234, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -624,8 +624,8 @@ { "left_pr_number": 43651, "right_pr_number": 45055, - "similarity": 0.365, - "content_similarity": 0.272, + "similarity": 0.363, + "content_similarity": 0.268, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -640,8 +640,8 @@ { "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.358, - "content_similarity": 0.239, + "similarity": 0.356, + "content_similarity": 0.236, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -656,8 +656,8 @@ { "left_pr_number": 45067, "right_pr_number": 45273, - "similarity": 0.358, - "content_similarity": 0.28, + "similarity": 0.355, + "content_similarity": 0.276, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -672,8 +672,8 @@ { "left_pr_number": 44123, "right_pr_number": 44257, - "similarity": 0.354, - "content_similarity": 0.268, + "similarity": 0.352, + "content_similarity": 0.265, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -688,8 +688,8 @@ { "left_pr_number": 44123, "right_pr_number": 45055, - "similarity": 0.348, - "content_similarity": 0.271, + "similarity": 0.345, + "content_similarity": 0.267, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -704,8 +704,8 @@ { "left_pr_number": 44257, "right_pr_number": 45273, - "similarity": 0.342, - "content_similarity": 0.204, + "similarity": 0.34, + "content_similarity": 0.2, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -720,8 +720,8 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.337, - "content_similarity": 0.243, + "similarity": 0.334, + "content_similarity": 0.239, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -736,8 +736,8 @@ { "left_pr_number": 43636, "right_pr_number": 45273, - "similarity": 0.326, - "content_similarity": 0.213, + "similarity": 0.324, + "content_similarity": 0.21, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -852,7 +852,7 @@ { "left_pr_number": 45668, "right_pr_number": 47400, - "similarity": 0.798, + "similarity": 0.799, "content_similarity": 0.792, "size_similarity": 0.812, "breadth_similarity": 0.75, @@ -1207,7 +1207,7 @@ { "left_pr_number": 45546, "right_pr_number": 47052, - "similarity": 0.64, + "similarity": 0.641, "content_similarity": 0.588, "size_similarity": 0.773, "breadth_similarity": 0.667, @@ -1379,7 +1379,7 @@ "left_pr_number": 47052, "right_pr_number": 47421, "similarity": 0.496, - "content_similarity": 0.486, + "content_similarity": 0.487, "size_similarity": 0.409, "breadth_similarity": 0.5, "concentration_similarity": 0.884, @@ -1624,7 +1624,7 @@ { "left_pr_number": 46504, "right_pr_number": 46563, - "similarity": 0.34, + "similarity": 0.339, "content_similarity": 0.128, "size_similarity": 0.667, "breadth_similarity": 1.0, @@ -1652,441 +1652,468 @@ ] }, { - "cluster_id": "pr-scope-47443-6", + "cluster_id": "pr-scope-43747-6", "pr_numbers": [ - 47443, - 47444, - 47445, - 47451, - 47460, - 47466 + 43747, + 45480, + 45699, + 46303, + 47152, + 47216 ], - "representative_pr_number": 47445, - "average_similarity": 0.555, - "summary": "6 open PRs share weighted file overlap around `src/transformers/models/minicpm3/modeling_minicpm3.py`, `src/transformers/models/deepseek_v3/modeling_deepseek_v3.py`, `src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py`; representative PR #47445.", + "representative_pr_number": 46303, + "average_similarity": 0.41, + "summary": "6 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_tensors.py`, `src/transformers/utils/quantization_config.py`, `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #46303.", "shared_filenames": [ - "src/transformers/models/minicpm3/modeling_minicpm3.py", - "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", - "src/transformers/models/mistral4/modeling_mistral4.py", - "src/transformers/models/youtu/modeling_youtu.py", - "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py", - "src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py" + "tests/quantization/compressed_tensors_integration/test_compressed_tensors.py", + "src/transformers/utils/quantization_config.py", + "tests/quantization/compressed_tensors_integration/test_compressed_models.py", + "src/transformers/quantizers/quantizer_compressed_tensors.py", + "docs/source/en/quantization/compressed_tensors.md", + "docs/source/en/quantization/concept_guide.md", + "docs/source/en/quantization/overview.md", + "docs/source/en/quantization/selecting.md" ], "shared_directories": [ - "src/transformers/models/minicpm3", - "src/transformers/models/deepseek_v3", - "src/transformers/models/glm4_moe_lite", - "src/transformers/models/longcat_flash", - "src/transformers/models/mistral4", - "src/transformers/models/youtu", - "src/transformers/models", - "src/transformers" + "tests/quantization/compressed_tensors_integration", + "tests/quantization", + "tests", + "src/transformers", + "src", + "src/transformers/utils", + "src/transformers/quantizers", + "docs/source/en/quantization" ], "pairwise": [ { - "left_pr_number": 47444, - "right_pr_number": 47445, - "similarity": 0.988, - "content_similarity": 0.983, - "size_similarity": 1.0, + "left_pr_number": 46303, + "right_pr_number": 47152, + "similarity": 0.902, + "content_similarity": 0.87, + "size_similarity": 0.963, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.974, "shared_filenames": [ - "src/transformers/models/deepseek_v3/modeling_deepseek_v3.py", - "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py", - "src/transformers/models/glm4_moe_lite/modeling_glm4_moe_lite.py", - "src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py", - "src/transformers/models/longcat_flash/modeling_longcat_flash.py", - "src/transformers/models/minicpm3/modeling_minicpm3.py", - "src/transformers/models/mistral4/modeling_mistral4.py", - "src/transformers/models/nemotron_h/modeling_nemotron_h.py", - "src/transformers/models/youtu/modeling_youtu.py" + "src/transformers/utils/quantization_config.py", + "tests/quantization/compressed_tensors_integration/test_compressed_tensors.py" ], "shared_directories": [ - "src/transformers/models/deepseek_v3", - "src/transformers/models/deepseek_v32", - "src/transformers/models/glm4_moe_lite", - "src/transformers/models/glm_moe_dsa", - "src/transformers/models/longcat_flash", - "src/transformers/models/minicpm3", - "src/transformers/models/mistral4", - "src/transformers/models/nemotron_h", - "src/transformers/models/youtu", - "src/transformers/models" + "src/transformers/utils", + "tests/quantization/compressed_tensors_integration", + "src/transformers", + "tests/quantization", + "src", + "tests" ] }, { - "left_pr_number": 47451, - "right_pr_number": 47460, - "similarity": 0.713, - "content_similarity": 0.723, - "size_similarity": 0.401, - "breadth_similarity": 0.964, - "concentration_similarity": 0.996, + "left_pr_number": 45699, + "right_pr_number": 47216, + "similarity": 0.705, + "content_similarity": 0.598, + "size_similarity": 0.995, + "breadth_similarity": 0.95, + "concentration_similarity": 0.85, "shared_filenames": [ - "src/transformers/models/deepseek_v2/modeling_deepseek_v2.py", - "src/transformers/models/deepseek_v2/modular_deepseek_v2.py", - 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"breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -3034,8 +2860,8 @@ { "left_pr_number": 45548, "right_pr_number": 45655, - "similarity": 0.352, - "content_similarity": 0.283, + "similarity": 0.354, + "content_similarity": 0.286, "size_similarity": 0.191, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -3091,7 +2917,7 @@ "left_pr_number": 44615, "right_pr_number": 46995, "similarity": 0.48, - "content_similarity": 0.423, + "content_similarity": 0.422, "size_similarity": 0.229, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3108,7 +2934,7 @@ "left_pr_number": 46152, "right_pr_number": 46995, "similarity": 0.471, - "content_similarity": 0.43, + "content_similarity": 0.429, "size_similarity": 0.133, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3159,7 +2985,7 @@ "left_pr_number": 44385, "right_pr_number": 44615, "similarity": 0.405, - "content_similarity": 0.333, + "content_similarity": 0.332, "size_similarity": 0.371, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -3193,7 +3019,7 @@ "left_pr_number": 46152, "right_pr_number": 47222, "similarity": 0.363, - "content_similarity": 0.293, + "content_similarity": 0.292, "size_similarity": 0.5, "breadth_similarity": 0.5, "concentration_similarity": 0.667, @@ -3288,7 +3114,7 @@ { "left_pr_number": 46567, "right_pr_number": 47140, - "similarity": 0.85, + "similarity": 0.849, "content_similarity": 0.808, "size_similarity": 0.963, "breadth_similarity": 1.0, @@ -3417,7 +3243,7 @@ "left_pr_number": 42975, "right_pr_number": 47208, "similarity": 0.679, - "content_similarity": 0.662, + "content_similarity": 0.661, "size_similarity": 0.439, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3466,7 +3292,7 @@ { "left_pr_number": 42976, "right_pr_number": 47208, - "similarity": 0.614, + "similarity": 0.613, "content_similarity": 0.669, "size_similarity": 0.23, "breadth_similarity": 0.606, @@ -3867,7 +3693,7 @@ "left_pr_number": 44543, "right_pr_number": 45422, "similarity": 0.489, - "content_similarity": 0.463, + "content_similarity": 0.462, "size_similarity": 0.331, "breadth_similarity": 0.75, "concentration_similarity": 0.802, @@ -3928,7 +3754,7 @@ 46642 ], "representative_pr_number": 45438, - "average_similarity": 0.478, + "average_similarity": 0.48, "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.", "shared_filenames": [ "src/transformers/models/gemma4/modular_gemma4.py", @@ -3951,8 +3777,8 @@ { "left_pr_number": 45294, "right_pr_number": 45438, - "similarity": 0.749, - "content_similarity": 0.767, + "similarity": 0.751, + "content_similarity": 0.769, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -3980,7 +3806,7 @@ "left_pr_number": 45294, "right_pr_number": 45883, "similarity": 0.541, - "content_similarity": 0.461, + "content_similarity": 0.462, "size_similarity": 0.933, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -4017,8 +3843,8 @@ { "left_pr_number": 45438, "right_pr_number": 46642, - "similarity": 0.4, - "content_similarity": 0.316, + "similarity": 0.402, + "content_similarity": 0.319, "size_similarity": 0.654, "breadth_similarity": 0.561, "concentration_similarity": 0.499, @@ -4038,8 +3864,8 @@ { "left_pr_number": 45294, "right_pr_number": 46642, - "similarity": 0.342, - "content_similarity": 0.313, + "similarity": 0.344, + "content_similarity": 0.316, "size_similarity": 0.275, "breadth_similarity": 0.561, "concentration_similarity": 0.51, @@ -4060,7 +3886,7 @@ "left_pr_number": 45883, "right_pr_number": 46642, "similarity": 0.302, - "content_similarity": 0.321, + "content_similarity": 0.322, "size_similarity": 0.256, "breadth_similarity": 0.174, "concentration_similarity": 0.419, @@ -4479,7 +4305,7 @@ 47301 ], "representative_pr_number": 44550, - "average_similarity": 0.358, + "average_similarity": 0.357, "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", "shared_filenames": [], "shared_directories": [ @@ -4493,7 +4319,7 @@ "left_pr_number": 33686, "right_pr_number": 44550, "similarity": 0.39, - "content_similarity": 0.129, + "content_similarity": 0.128, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4508,8 +4334,8 @@ { "left_pr_number": 44407, "right_pr_number": 44550, - "similarity": 0.36, - "content_similarity": 0.095, + "similarity": 0.359, + "content_similarity": 0.094, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4523,8 +4349,8 @@ { "left_pr_number": 44550, "right_pr_number": 47301, - "similarity": 0.355, - "content_similarity": 0.098, + "similarity": 0.354, + "content_similarity": 0.097, "size_similarity": 0.909, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4538,8 +4364,8 @@ { "left_pr_number": 33686, "right_pr_number": 44407, - "similarity": 0.351, - "content_similarity": 0.082, + "similarity": 0.35, + "content_similarity": 0.081, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4553,8 +4379,8 @@ { "left_pr_number": 33686, "right_pr_number": 47301, - "similarity": 0.346, - "content_similarity": 0.085, + "similarity": 0.345, + "content_similarity": 0.084, "size_similarity": 0.909, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4568,8 +4394,8 @@ { "left_pr_number": 44407, "right_pr_number": 47301, - "similarity": 0.344, - "content_similarity": 0.09, + "similarity": 0.343, + "content_similarity": 0.089, "size_similarity": 0.87, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4591,7 +4417,7 @@ 47304 ], "representative_pr_number": 46319, - "average_similarity": 0.353, + "average_similarity": 0.352, "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46319.", "shared_filenames": [], "shared_directories": [ @@ -4602,10 +4428,10 @@ "pairwise": [ { "left_pr_number": 46319, - "right_pr_number": 47304, - "similarity": 0.358, - "content_similarity": 0.094, - "size_similarity": 0.946, + "right_pr_number": 47212, + "similarity": 0.357, + "content_similarity": 0.087, + "size_similarity": 0.974, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], @@ -4617,10 +4443,10 @@ }, { "left_pr_number": 46319, - "right_pr_number": 47212, + "right_pr_number": 47304, "similarity": 0.357, - "content_similarity": 0.088, - "size_similarity": 0.974, + "content_similarity": 0.093, + "size_similarity": 0.946, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], @@ -4633,8 +4459,8 @@ { "left_pr_number": 46889, "right_pr_number": 47212, - "similarity": 0.354, - "content_similarity": 0.077, + "similarity": 0.353, + "content_similarity": 0.076, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4649,7 +4475,7 @@ "left_pr_number": 47212, "right_pr_number": 47304, "similarity": 0.353, - "content_similarity": 0.093, + "content_similarity": 0.092, "size_similarity": 0.921, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4678,8 +4504,8 @@ { "left_pr_number": 46889, "right_pr_number": 47304, - "similarity": 0.346, - "content_similarity": 0.082, + "similarity": 0.345, + "content_similarity": 0.081, "size_similarity": 0.921, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4869,7 +4695,7 @@ { "left_pr_number": 45627, "right_pr_number": 46161, - "similarity": 0.673, + "similarity": 0.672, "content_similarity": 0.587, "size_similarity": 0.747, "breadth_similarity": 1.0, @@ -4936,7 +4762,7 @@ 47456 ], "representative_pr_number": 47315, - "average_similarity": 0.55, + "average_similarity": 0.546, "summary": "3 open PRs share weighted file overlap around `src/transformers/integrations/compressed_tensors.py`; representative PR #47315.", "shared_filenames": [ "src/transformers/integrations/compressed_tensors.py" @@ -4967,8 +4793,8 @@ { "left_pr_number": 47315, "right_pr_number": 47456, - "similarity": 0.403, - "content_similarity": 0.39, + "similarity": 0.397, + "content_similarity": 0.38, "size_similarity": 0.588, "breadth_similarity": 0.225, "concentration_similarity": 0.4, @@ -4984,8 +4810,8 @@ { "left_pr_number": 47430, "right_pr_number": 47456, - "similarity": 0.4, - "content_similarity": 0.331, + "similarity": 0.394, + "content_similarity": 0.323, "size_similarity": 0.625, "breadth_similarity": 0.45, "concentration_similarity": 0.588, @@ -5044,7 +4870,7 @@ "left_pr_number": 43997, "right_pr_number": 44007, "similarity": 0.615, - "content_similarity": 0.646, + "content_similarity": 0.647, "size_similarity": 0.679, "breadth_similarity": 0.333, "concentration_similarity": 0.548, @@ -5215,7 +5041,7 @@ 47261 ], "representative_pr_number": 34925, - "average_similarity": 0.469, + "average_similarity": 0.46, "summary": "3 open PRs share weighted file overlap around `tests/trainer/test_trainer.py`, `src/transformers/trainer.py`; representative PR #34925.", "shared_filenames": [ "tests/trainer/test_trainer.py", @@ -5231,8 +5057,8 @@ { "left_pr_number": 34925, "right_pr_number": 45917, - "similarity": 0.501, - "content_similarity": 0.434, + "similarity": 0.492, + "content_similarity": 0.42, "size_similarity": 0.39, "breadth_similarity": 1.0, "concentration_similarity": 0.78, @@ -5249,8 +5075,8 @@ { "left_pr_number": 34925, "right_pr_number": 47261, - "similarity": 0.464, - "content_similarity": 0.442, + "similarity": 0.454, + "content_similarity": 0.429, "size_similarity": 0.162, "breadth_similarity": 0.833, "concentration_similarity": 0.929, @@ -5268,8 +5094,8 @@ { "left_pr_number": 45917, "right_pr_number": 47261, - "similarity": 0.443, - "content_similarity": 0.374, + "similarity": 0.434, + "content_similarity": 0.362, "size_similarity": 0.415, "breadth_similarity": 0.833, "concentration_similarity": 0.709, @@ -5365,7 +5191,7 @@ 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" @@ -5400,8 +5226,8 @@ { "left_pr_number": 45773, "right_pr_number": 47441, - "similarity": 0.434, - "content_similarity": 0.415, + "similarity": 0.433, + "content_similarity": 0.414, "size_similarity": 0.694, "breadth_similarity": 0.134, "concentration_similarity": 0.519, @@ -5417,7 +5243,7 @@ { "left_pr_number": 43291, "right_pr_number": 45773, - "similarity": 0.39, + "similarity": 0.389, "content_similarity": 0.283, "size_similarity": 0.766, "breadth_similarity": 0.268, @@ -5505,7 +5331,7 @@ "left_pr_number": 46099, "right_pr_number": 46269, "similarity": 0.41, - "content_similarity": 0.485, + "content_similarity": 0.486, "size_similarity": 0.013, "breadth_similarity": 0.284, "concentration_similarity": 0.805, @@ -5538,7 +5364,7 @@ "left_pr_number": 46099, "right_pr_number": 47165, "similarity": 0.399, - "content_similarity": 0.442, + "content_similarity": 0.441, "size_similarity": 0.149, "breadth_similarity": 0.357, "concentration_similarity": 0.629, @@ -5569,78 +5395,6 @@ } ] }, - { - "cluster_id": "pr-scope-45730-3", - "pr_numbers": [ - 45730, - 47423, - 47464 - ], - "representative_pr_number": 45730, - "average_similarity": 0.445, - "summary": "3 open PRs share weighted file overlap around `src/transformers/integrations/mxfp4.py`; representative PR #45730.", - "shared_filenames": [ - "src/transformers/integrations/mxfp4.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45730, - "right_pr_number": 47423, - "similarity": 0.533, - "content_similarity": 0.503, - "size_similarity": 0.207, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/integrations/mxfp4.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45730, - "right_pr_number": 47464, - "similarity": 0.436, - "content_similarity": 0.528, - "size_similarity": 0.043, - "breadth_similarity": 0.333, - "concentration_similarity": 0.532, - "shared_filenames": [ - "src/transformers/integrations/mxfp4.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 47423, - "right_pr_number": 47464, - "similarity": 0.367, - "content_similarity": 0.395, - "size_similarity": 0.209, - "breadth_similarity": 0.333, - "concentration_similarity": 0.532, - "shared_filenames": [ - "src/transformers/integrations/mxfp4.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-45709-3", "pr_numbers": [ @@ -5692,7 +5446,7 @@ "left_pr_number": 45709, "right_pr_number": 45742, "similarity": 0.499, - "content_similarity": 0.374, + "content_similarity": 0.375, "size_similarity": 0.782, "breadth_similarity": 0.833, "concentration_similarity": 0.72, @@ -5874,7 +5628,7 @@ 46775 ], "representative_pr_number": 44889, - "average_similarity": 0.387, + "average_similarity": 0.385, "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", @@ -5891,8 +5645,8 @@ { "left_pr_number": 44889, "right_pr_number": 46775, - "similarity": 0.458, - "content_similarity": 0.337, + "similarity": 0.457, + "content_similarity": 0.335, "size_similarity": 0.877, "breadth_similarity": 0.458, "concentration_similarity": 0.9, @@ -5911,8 +5665,8 @@ { "left_pr_number": 44889, "right_pr_number": 44981, - "similarity": 0.398, - "content_similarity": 0.155, + "similarity": 0.396, + "content_similarity": 0.153, "size_similarity": 0.991, "breadth_similarity": 1.0, "concentration_similarity": 0.812, @@ -5929,8 +5683,8 @@ { "left_pr_number": 44981, "right_pr_number": 46775, - "similarity": 0.304, - "content_similarity": 0.128, + "similarity": 0.302, + "content_similarity": 0.125, "size_similarity": 0.885, "breadth_similarity": 0.458, "concentration_similarity": 0.712, @@ -5994,7 +5748,7 @@ "left_pr_number": 46138, "right_pr_number": 46501, "similarity": 0.33, - "content_similarity": 0.097, + "content_similarity": 0.096, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -6166,9 +5920,9 @@ "src/transformers/models/deimv2", "src/transformers/models/aimv2", "src/transformers/models/pp_doclayout_v3", + "src/transformers/models/rt_detr_v2", "src/transformers/models/d_fine", - "src/transformers/models/rt_detr", - "src/transformers/models/rt_detr_v2" + "src/transformers/models/rt_detr" ], "pairwise": [ { @@ -6384,7 +6138,7 @@ 45645 ], "representative_pr_number": 45639, - "average_similarity": 0.883, + "average_similarity": 0.882, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `utils/notification_service.py`, `src/transformers/testing_utils.py`; representative PR #45639.", "shared_filenames": [ "tests/utils/test_testing_utils.py", @@ -6402,7 +6156,7 @@ { "left_pr_number": 45639, "right_pr_number": 45645, - "similarity": 0.883, + "similarity": 0.882, "content_similarity": 0.893, "size_similarity": 0.918, "breadth_similarity": 0.75, @@ -6541,28 +6295,65 @@ "breadth_similarity": 0.938, "concentration_similarity": 0.811, "shared_filenames": [ - "docs/source/en/_toctree.yml", - "docs/source/en/model_doc/locateanything.md", - "src/transformers/conversion_mapping.py", - "src/transformers/models/__init__.py", - "src/transformers/models/auto/auto_mappings.py", - "src/transformers/models/auto/modeling_auto.py", - "src/transformers/models/locateanything/__init__.py", - "src/transformers/models/locateanything/configuration_locateanything.py", - "src/transformers/models/locateanything/image_processing_locateanything.py", - "src/transformers/models/locateanything/modeling_locateanything.py" + "docs/source/en/_toctree.yml", + "docs/source/en/model_doc/locateanything.md", + "src/transformers/conversion_mapping.py", + "src/transformers/models/__init__.py", + "src/transformers/models/auto/auto_mappings.py", + "src/transformers/models/auto/modeling_auto.py", + "src/transformers/models/locateanything/__init__.py", + "src/transformers/models/locateanything/configuration_locateanything.py", + "src/transformers/models/locateanything/image_processing_locateanything.py", + "src/transformers/models/locateanything/modeling_locateanything.py" + ], + "shared_directories": [ + "docs/source/en/model_doc", + "src/transformers/models/auto", + "src/transformers/models/locateanything", + "docs/source/en", + "src/transformers/models", + "tests/models/locateanything", + "docs/source", + "src/transformers", + "tests/models", + "docs" + ] + } + ] + }, + { + "cluster_id": "pr-scope-45606-2", + "pr_numbers": [ + 45606, + 45607 + ], + "representative_pr_number": 45606, + "average_similarity": 0.775, + "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": 0.775, + "content_similarity": 0.825, + "size_similarity": 0.778, + "breadth_similarity": 0.417, + "concentration_similarity": 0.778, + "shared_filenames": [ + "tests/models/gemma4/test_modeling_gemma4.py" ], "shared_directories": [ - "docs/source/en/model_doc", - "src/transformers/models/auto", - "src/transformers/models/locateanything", - "docs/source/en", - "src/transformers/models", - "tests/models/locateanything", - "docs/source", - "src/transformers", + "tests/models/gemma4", "tests/models", - "docs" + "tests" ] } ] @@ -6575,16 +6366,16 @@ ], "representative_pr_number": 43543, "average_similarity": 0.774, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/jamba/modeling_jamba.py`; representative PR #43543.", + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/minimax_m2/modeling_minimax_m2.py`; representative PR #43543.", "shared_filenames": [ "src/transformers/models/jetmoe/modeling_jetmoe.py", "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py", - "src/transformers/models/jamba/modeling_jamba.py", "src/transformers/models/minimax_m2/modeling_minimax_m2.py", "src/transformers/models/phimoe/modeling_phimoe.py", "src/transformers/models/dbrx/modeling_dbrx.py", + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/flex_olmo/modeling_flex_olmo.py", - "src/transformers/models/mixtral/modeling_mixtral.py" + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py" ], "shared_directories": [ "src/transformers/models/jetmoe", @@ -6592,8 +6383,8 @@ "src/transformers/models/phimoe", "src/transformers/models/dbrx", "src/transformers/models/flex_olmo", - "src/transformers/models/jamba", "src/transformers/models/minimax_m2", + "src/transformers/models/jamba", "src/transformers/models/mixtral" ], "pairwise": [ @@ -6632,43 +6423,6 @@ } ] }, - { - "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": [ @@ -6780,7 +6534,7 @@ 45523 ], "representative_pr_number": 41901, - "average_similarity": 0.709, + "average_similarity": 0.71, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.", "shared_filenames": [ "src/transformers/integrations/executorch.py" @@ -6794,7 +6548,7 @@ { "left_pr_number": 41901, "right_pr_number": 45523, - "similarity": 0.709, + "similarity": 0.71, "content_similarity": 0.765, "size_similarity": 0.158, "breadth_similarity": 1.0, @@ -6926,7 +6680,7 @@ "left_pr_number": 46562, "right_pr_number": 46658, "similarity": 0.621, - "content_similarity": 0.602, + "content_similarity": 0.603, "size_similarity": 0.551, "breadth_similarity": 0.846, "concentration_similarity": 0.635, @@ -6955,6 +6709,67 @@ } ] }, + { + "cluster_id": "pr-scope-46903-2", + "pr_numbers": [ + 46903, + 47090 + ], + "representative_pr_number": 46903, + "average_similarity": 0.619, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/pp_formulanet/modeling_pp_formulanet.py`, `tests/models/pp_formulanet/test_modeling_pp_formulanet.py`, `src/transformers/models/pp_formulanet/modular_pp_formulanet.py`; representative PR #46903.", + "shared_filenames": [ + "src/transformers/models/pp_formulanet/modeling_pp_formulanet.py", + "tests/models/pp_formulanet/test_modeling_pp_formulanet.py", + "src/transformers/models/pp_formulanet/modular_pp_formulanet.py", + "tests/models/moonshine/test_modeling_moonshine.py", + "src/transformers/models/moonshine/modeling_moonshine.py", + "src/transformers/models/moonshine/modular_moonshine.py", + "src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py" + ], + "shared_directories": [ + "src/transformers/models/pp_formulanet", + "src/transformers/models/moonshine", + "src/transformers/models/moonshine_streaming", + "tests/models/pp_formulanet", + "tests/models/moonshine", + "src/transformers/models", + "tests/models", + "src/transformers" + ], + "pairwise": [ + { + "left_pr_number": 46903, + "right_pr_number": 47090, + "similarity": 0.619, + "content_similarity": 0.56, + "size_similarity": 0.589, + "breadth_similarity": 0.955, + "concentration_similarity": 0.853, + "shared_filenames": [ + "src/transformers/models/moonshine/modeling_moonshine.py", + "src/transformers/models/moonshine/modular_moonshine.py", + "src/transformers/models/moonshine_streaming/modeling_moonshine_streaming.py", + "src/transformers/models/pp_formulanet/modeling_pp_formulanet.py", + "src/transformers/models/pp_formulanet/modular_pp_formulanet.py", + "tests/models/moonshine/test_modeling_moonshine.py", + "tests/models/pp_formulanet/test_modeling_pp_formulanet.py" + ], + "shared_directories": [ + "src/transformers/models/moonshine", + "src/transformers/models/moonshine_streaming", + "src/transformers/models/pp_formulanet", + "src/transformers/models", + "tests/models/moonshine", + "tests/models/pp_formulanet", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-46834-2", "pr_numbers": [ @@ -7081,7 +6896,7 @@ 47384 ], "representative_pr_number": 47290, - "average_similarity": 0.544, + "average_similarity": 0.545, "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", @@ -7090,12 +6905,12 @@ "src/transformers/integrations/executorch.py", "src/transformers/models/gemma4/configuration_gemma4.py", "src/transformers/models/gemma4_unified/modular_gemma4_unified.py", - "tests/generation/test_utils.py", - "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py" + "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py", + "tests/generation/test_utils.py" ], "shared_directories": [ - "src/transformers/models/gemma4_unified", "src/transformers/models/diffusion_gemma", + "src/transformers/models/gemma4_unified", "src/transformers/models/gemma4", "src/transformers/integrations", "src/transformers/models", @@ -7107,8 +6922,8 @@ { "left_pr_number": 47290, "right_pr_number": 47384, - "similarity": 0.544, - "content_similarity": 0.429, + "similarity": 0.545, + "content_similarity": 0.43, "size_similarity": 0.763, "breadth_similarity": 0.795, "concentration_similarity": 0.994, @@ -7146,7 +6961,7 @@ 47250 ], "representative_pr_number": 45300, - "average_similarity": 0.525, + "average_similarity": 0.528, "summary": "2 open PRs share weighted file overlap around `tests/models/nemotron_h/test_modeling_nemotron_h.py`, `src/transformers/models/nemotron_h/modeling_nemotron_h.py`; representative PR #45300.", "shared_filenames": [ "tests/models/nemotron_h/test_modeling_nemotron_h.py", @@ -7165,8 +6980,8 @@ { "left_pr_number": 45300, "right_pr_number": 47250, - "similarity": 0.525, - "content_similarity": 0.408, + "similarity": 0.528, + "content_similarity": 0.412, "size_similarity": 0.807, "breadth_similarity": 0.875, "concentration_similarity": 0.63, @@ -7238,7 +7053,7 @@ 45128 ], "representative_pr_number": 45056, - "average_similarity": 0.513, + "average_similarity": 0.512, "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" @@ -7252,7 +7067,7 @@ { "left_pr_number": 45056, "right_pr_number": 45128, - "similarity": 0.513, + "similarity": 0.512, "content_similarity": 0.412, "size_similarity": 0.669, "breadth_similarity": 0.875, @@ -7311,6 +7126,55 @@ } ] }, + { + "cluster_id": "pr-scope-43532-2", + "pr_numbers": [ + 43532, + 43649 + ], + "representative_pr_number": 43532, + "average_similarity": 0.501, + "summary": "2 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`, `tests/models/vit/test_modeling_vit.py`; representative PR #43532.", + "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", + "utils", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 43532, + "right_pr_number": 43649, + "similarity": 0.501, + "content_similarity": 0.442, + "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-45110-2", "pr_numbers": [ @@ -7372,55 +7236,6 @@ } ] }, - { - "cluster_id": "pr-scope-43532-2", - "pr_numbers": [ - 43532, - 43649 - ], - "representative_pr_number": 43532, - "average_similarity": 0.498, - "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.", - "shared_filenames": [ - "utils/notification_service.py", - ".github/workflows/self-comment-ci.yml", - ".github/workflows/self-scheduled.yml", - "tests/models/vit/test_modeling_vit.py" - ], - "shared_directories": [ - "tests/models/vit", - ".github/workflows", - "tests/models", - ".github", - "utils", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 43532, - "right_pr_number": 43649, - "similarity": 0.498, - "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": [ @@ -7428,7 +7243,7 @@ 47295 ], "representative_pr_number": 46572, - "average_similarity": 0.492, + "average_similarity": 0.494, "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", @@ -7448,8 +7263,8 @@ { "left_pr_number": 46572, "right_pr_number": 47295, - "similarity": 0.492, - "content_similarity": 0.489, + "similarity": 0.494, + "content_similarity": 0.491, "size_similarity": 0.35, "breadth_similarity": 0.708, "concentration_similarity": 0.535, @@ -7568,53 +7383,6 @@ } ] }, - { - "cluster_id": "pr-scope-45638-2", - "pr_numbers": [ - 45638, - 47462 - ], - "representative_pr_number": 45638, - "average_similarity": 0.487, - "summary": "2 open PRs share weighted file overlap around `src/transformers/modeling_layers.py`, `src/transformers/generation/candidate_generator.py`, `tests/generation/test_utils.py`; representative PR #45638.", - "shared_filenames": [ - "src/transformers/modeling_layers.py", - "src/transformers/generation/candidate_generator.py", - "tests/generation/test_utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers/models", - "tests/generation", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45638, - "right_pr_number": 47462, - "similarity": 0.487, - "content_similarity": 0.392, - "size_similarity": 0.543, - "breadth_similarity": 0.917, - "concentration_similarity": 0.791, - "shared_filenames": [ - "src/transformers/generation/candidate_generator.py", - "src/transformers/modeling_layers.py", - "tests/generation/test_utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers/models", - "src/transformers", - "tests/generation", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-46224-2", "pr_numbers": [ @@ -7649,40 +7417,48 @@ ] }, { - "cluster_id": "pr-scope-32189-2", + "cluster_id": "pr-scope-45638-2", "pr_numbers": [ - 32189, - 42655 + 45638, + 47462 ], - "representative_pr_number": 32189, - "average_similarity": 0.457, - "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`; representative PR #32189.", + "representative_pr_number": 45638, + "average_similarity": 0.462, + "summary": "2 open PRs share weighted file overlap around `src/transformers/modeling_layers.py`, `src/transformers/generation/candidate_generator.py`, `tests/generation/test_utils.py`; representative PR #45638.", "shared_filenames": [ + "src/transformers/modeling_layers.py", "src/transformers/generation/candidate_generator.py", - "src/transformers/generation/utils.py" + "tests/generation/test_utils.py" ], "shared_directories": [ "src/transformers/generation", + "src/transformers/models", + "tests/generation", "src/transformers", + "tests", "src" ], "pairwise": [ { - "left_pr_number": 32189, - "right_pr_number": 42655, - "similarity": 0.457, - "content_similarity": 0.491, - "size_similarity": 0.231, - "breadth_similarity": 0.5, - "concentration_similarity": 0.568, + "left_pr_number": 45638, + "right_pr_number": 47462, + "similarity": 0.462, + "content_similarity": 0.305, + "size_similarity": 0.891, + "breadth_similarity": 0.757, + "concentration_similarity": 0.782, "shared_filenames": [ "src/transformers/generation/candidate_generator.py", - "src/transformers/generation/utils.py" + "src/transformers/modeling_layers.py", + "tests/generation/test_utils.py" ], "shared_directories": [ "src/transformers/generation", + "src/transformers/models", "src/transformers", - "src" + "tests/generation", + "src", + "tests" ] } ] @@ -7725,50 +7501,40 @@ ] }, { - "cluster_id": "pr-scope-46958-2", + "cluster_id": "pr-scope-32189-2", "pr_numbers": [ - 46958, - 47090 + 32189, + 42655 ], - "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.", + "representative_pr_number": 32189, + "average_similarity": 0.456, + "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": [ - "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" + "src/transformers/generation/candidate_generator.py", + "src/transformers/generation/utils.py" ], "shared_directories": [ - "src/transformers/models/cohere_asr", - "tests/models/cohere_asr", - "src/transformers/models", - "tests/models", + "src/transformers/generation", "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, + "left_pr_number": 32189, + "right_pr_number": 42655, + "similarity": 0.456, + "content_similarity": 0.49, + "size_similarity": 0.231, + "breadth_similarity": 0.5, + "concentration_similarity": 0.568, "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" + "src/transformers/generation/candidate_generator.py", + "src/transformers/generation/utils.py" ], "shared_directories": [ - "src/transformers/models/cohere_asr", - "src/transformers/models", - "tests/models/cohere_asr", + "src/transformers/generation", "src/transformers", - "tests/models", - "src", - "tests" + "src" ] } ] @@ -7780,7 +7546,7 @@ 46795 ], "representative_pr_number": 45570, - "average_similarity": 0.445, + "average_similarity": 0.446, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/whisper/generation_whisper.py`; representative PR #45570.", "shared_filenames": [ "src/transformers/models/whisper/generation_whisper.py" @@ -7795,8 +7561,8 @@ { "left_pr_number": 45570, "right_pr_number": 46795, - "similarity": 0.445, - "content_similarity": 0.342, + "similarity": 0.446, + "content_similarity": 0.343, "size_similarity": 0.375, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -7813,44 +7579,38 @@ ] }, { - "cluster_id": "pr-scope-47164-2", + "cluster_id": "pr-scope-45730-2", "pr_numbers": [ - 47164, - 47340 + 45730, + 47464 ], - "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.", + "representative_pr_number": 45730, + "average_similarity": 0.441, + "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/mxfp4.py`; representative PR #45730.", "shared_filenames": [ - "tests/trainer/test_trainer_data.py", - "src/transformers/training_args.py", - "src/transformers/trainer.py" + "src/transformers/integrations/mxfp4.py" ], "shared_directories": [ - "tests/trainer", + "src/transformers/integrations", "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, + "left_pr_number": 45730, + "right_pr_number": 47464, + "similarity": 0.441, + "content_similarity": 0.535, + "size_similarity": 0.043, + "breadth_similarity": 0.333, + "concentration_similarity": 0.532, "shared_filenames": [ - "src/transformers/trainer.py", - "src/transformers/training_args.py", - "tests/trainer/test_trainer_data.py" + "src/transformers/integrations/mxfp4.py" ], "shared_directories": [ + "src/transformers/integrations", "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] } ] @@ -7914,6 +7674,49 @@ } ] }, + { + "cluster_id": "pr-scope-47164-2", + "pr_numbers": [ + 47164, + 47340 + ], + "representative_pr_number": 47164, + "average_similarity": 0.439, + "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": 0.439, + "content_similarity": 0.377, + "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": [ @@ -7921,7 +7724,7 @@ 47108 ], "representative_pr_number": 44965, - "average_similarity": 0.435, + "average_similarity": 0.434, "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" @@ -7934,7 +7737,7 @@ { "left_pr_number": 44965, "right_pr_number": 47108, - "similarity": 0.435, + "similarity": 0.434, "content_similarity": 0.446, "size_similarity": 0.087, "breadth_similarity": 0.75, @@ -8136,7 +7939,7 @@ "left_pr_number": 46887, "right_pr_number": 47360, "similarity": 0.426, - "content_similarity": 0.195, + "content_similarity": 0.194, "size_similarity": 0.931, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -8148,6 +7951,71 @@ } ] }, + { + "cluster_id": "pr-scope-43446-2", + "pr_numbers": [ + 43446, + 45783 + ], + "representative_pr_number": 43446, + "average_similarity": 0.402, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/aya_vision/modeling_aya_vision.py`, `src/transformers/models/aya_vision/modular_aya_vision.py`, `src/transformers/models/cohere2_vision/modeling_cohere2_vision.py`; representative PR #43446.", + "shared_filenames": [ + "src/transformers/models/aya_vision/modeling_aya_vision.py", + "src/transformers/models/aya_vision/modular_aya_vision.py", + "src/transformers/models/cohere2_vision/modeling_cohere2_vision.py", + "src/transformers/models/cohere2_vision/modular_cohere2_vision.py", + "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py", + "src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py", + "src/transformers/models/fast_vlm/modeling_fast_vlm.py", + "src/transformers/models/fast_vlm/modular_fast_vlm.py" + ], + "shared_directories": [ + "src/transformers/models/fast_vlm", + "src/transformers/models/mistral3", + "src/transformers/models/vipllava", + "src/transformers/models/florence2", + "src/transformers/models/video_llava", + "src/transformers/models/blip_2", + "src/transformers/models/chameleon", + "src/transformers/models/cohere2_vision" + ], + "pairwise": [ + { + "left_pr_number": 43446, + "right_pr_number": 45783, + "similarity": 0.402, + "content_similarity": 0.379, + "size_similarity": 0.344, + "breadth_similarity": 0.4, + "concentration_similarity": 0.909, + "shared_filenames": [ + "src/transformers/models/aria/modeling_aria.py", + "src/transformers/models/aria/modular_aria.py", + "src/transformers/models/aya_vision/modeling_aya_vision.py", + "src/transformers/models/aya_vision/modular_aya_vision.py", + "src/transformers/models/blip_2/modeling_blip_2.py", + "src/transformers/models/chameleon/modeling_chameleon.py", + "src/transformers/models/cohere2_vision/modeling_cohere2_vision.py", + "src/transformers/models/cohere2_vision/modular_cohere2_vision.py", + "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py", + "src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py" + ], + "shared_directories": [ + "src/transformers/models/aria", + "src/transformers/models/aya_vision", + "src/transformers/models/blip_2", + "src/transformers/models/chameleon", + "src/transformers/models/cohere2_vision", + "src/transformers/models/deepseek_vl", + "src/transformers/models/deepseek_vl_hybrid", + "src/transformers/models/emu3", + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/fast_vlm" + ] + } + ] + }, { "cluster_id": "pr-scope-44606-2", "pr_numbers": [ @@ -8190,7 +8058,7 @@ 47162 ], "representative_pr_number": 46310, - "average_similarity": 0.402, + "average_similarity": 0.401, "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", @@ -8206,8 +8074,8 @@ { "left_pr_number": 46310, "right_pr_number": 47162, - "similarity": 0.402, - "content_similarity": 0.43, + "similarity": 0.401, + "content_similarity": 0.428, "size_similarity": 0.129, "breadth_similarity": 0.417, "concentration_similarity": 0.806, @@ -8224,71 +8092,6 @@ } ] }, - { - "cluster_id": "pr-scope-43446-2", - "pr_numbers": [ - 43446, - 45783 - ], - "representative_pr_number": 43446, - "average_similarity": 0.401, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`; representative PR #43446.", - "shared_filenames": [ - "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py", - "src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py", - "src/transformers/models/fast_vlm/modeling_fast_vlm.py", - "src/transformers/models/fast_vlm/modular_fast_vlm.py", - "src/transformers/models/florence2/modeling_florence2.py", - "src/transformers/models/fuyu/modeling_fuyu.py", - "src/transformers/models/got_ocr2/modeling_got_ocr2.py", - "src/transformers/models/got_ocr2/modular_got_ocr2.py" - ], - "shared_directories": [ - "src/transformers/models/fast_vlm", - "src/transformers/models/mistral3", - "src/transformers/models/vipllava", - "src/transformers/models/florence2", - "src/transformers/models/video_llava", - "src/transformers/models/blip_2", - "src/transformers/models/chameleon", - "src/transformers/models/got_ocr2" - ], - "pairwise": [ - { - "left_pr_number": 43446, - "right_pr_number": 45783, - "similarity": 0.401, - "content_similarity": 0.378, - "size_similarity": 0.344, - "breadth_similarity": 0.4, - "concentration_similarity": 0.909, - "shared_filenames": [ - "src/transformers/models/aria/modeling_aria.py", - "src/transformers/models/aria/modular_aria.py", - "src/transformers/models/aya_vision/modeling_aya_vision.py", - "src/transformers/models/aya_vision/modular_aya_vision.py", - "src/transformers/models/blip_2/modeling_blip_2.py", - "src/transformers/models/chameleon/modeling_chameleon.py", - "src/transformers/models/cohere2_vision/modeling_cohere2_vision.py", - "src/transformers/models/cohere2_vision/modular_cohere2_vision.py", - "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py", - "src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py" - ], - "shared_directories": [ - "src/transformers/models/aria", - "src/transformers/models/aya_vision", - "src/transformers/models/blip_2", - "src/transformers/models/chameleon", - "src/transformers/models/cohere2_vision", - "src/transformers/models/deepseek_vl", - "src/transformers/models/deepseek_vl_hybrid", - "src/transformers/models/emu3", - "src/transformers/models/ernie4_5_vl_moe", - "src/transformers/models/fast_vlm" - ] - } - ] - }, { "cluster_id": "pr-scope-45513-2", "pr_numbers": [ @@ -8307,8 +8110,8 @@ ], "shared_directories": [ "src/transformers/models/olmo_hybrid", - "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", @@ -8421,7 +8224,7 @@ 46357 ], "representative_pr_number": 45851, - "average_similarity": 0.344, + "average_similarity": 0.343, "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #45851.", "shared_filenames": [], "shared_directories": [ @@ -8433,8 +8236,8 @@ { "left_pr_number": 45851, "right_pr_number": 46357, - "similarity": 0.344, - "content_similarity": 0.114, + "similarity": 0.343, + "content_similarity": 0.113, "size_similarity": 0.761, "breadth_similarity": 1.0, "concentration_similarity": 1.0,