diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,8 +1,8 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260415T224019Z", - "generated_at": "2026-04-16T08:53:39Z", - "cluster_count": 39, + "snapshot_id": "20260420T094431Z", + "generated_at": "2026-04-20T09:45:36Z", + "cluster_count": 43, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-10", @@ -19,7 +19,7 @@ 45273 ], "representative_pr_number": 45067, - "average_similarity": 0.426, + "average_similarity": 0.422, "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" @@ -29,8 +29,8 @@ { "left_pr_number": 44189, "right_pr_number": 45067, - "similarity": 0.776, - "content_similarity": 0.86, + "similarity": 0.775, + "content_similarity": 0.859, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -45,8 +45,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.625, - "content_similarity": 0.464, + "similarity": 0.62, + "content_similarity": 0.457, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -61,8 +61,8 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.55, - "content_similarity": 0.418, + "similarity": 0.546, + "content_similarity": 0.411, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -77,8 +77,8 @@ { "left_pr_number": 43651, "right_pr_number": 45067, - "similarity": 0.522, - "content_similarity": 0.378, + "similarity": 0.518, + "content_similarity": 0.371, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -93,8 +93,8 @@ { "left_pr_number": 43663, "right_pr_number": 44123, - "similarity": 0.508, - "content_similarity": 0.414, + "similarity": 0.503, + "content_similarity": 0.407, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -109,8 +109,8 @@ { "left_pr_number": 44257, "right_pr_number": 44660, - "similarity": 0.496, - "content_similarity": 0.28, + "similarity": 0.492, + "content_similarity": 0.274, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -125,8 +125,8 @@ { "left_pr_number": 44123, "right_pr_number": 45067, - "similarity": 0.48, - "content_similarity": 0.374, + "similarity": 0.476, + "content_similarity": 0.368, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -141,8 +141,8 @@ { "left_pr_number": 43663, "right_pr_number": 44660, - "similarity": 0.472, - "content_similarity": 0.409, + "similarity": 0.468, + "content_similarity": 0.403, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -157,8 +157,8 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.47, - "content_similarity": 0.315, + "similarity": 0.466, + "content_similarity": 0.309, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -173,8 +173,8 @@ { "left_pr_number": 43636, "right_pr_number": 43663, - "similarity": 0.461, - "content_similarity": 0.35, + "similarity": 0.457, + "content_similarity": 0.344, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -189,8 +189,8 @@ { "left_pr_number": 43663, "right_pr_number": 44189, - "similarity": 0.451, - "content_similarity": 0.395, + "similarity": 0.446, + "content_similarity": 0.389, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -205,8 +205,8 @@ { "left_pr_number": 44189, "right_pr_number": 45055, - "similarity": 0.447, - "content_similarity": 0.263, + "similarity": 0.443, + "content_similarity": 0.258, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -221,8 +221,8 @@ { "left_pr_number": 44660, "right_pr_number": 45067, - "similarity": 0.445, - "content_similarity": 0.37, + "similarity": 0.44, + "content_similarity": 0.364, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -237,8 +237,8 @@ { "left_pr_number": 43636, "right_pr_number": 43651, - "similarity": 0.441, - "content_similarity": 0.284, + "similarity": 0.437, + "content_similarity": 0.279, "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -253,8 +253,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.439, - "content_similarity": 0.27, + "similarity": 0.435, + "content_similarity": 0.265, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -269,8 +269,8 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.437, - "content_similarity": 0.316, + "similarity": 0.433, + "content_similarity": 0.31, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -285,8 +285,8 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.435, - "content_similarity": 0.336, + "similarity": 0.43, + "content_similarity": 0.331, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -301,8 +301,8 @@ { "left_pr_number": 43651, "right_pr_number": 44660, - "similarity": 0.433, - "content_similarity": 0.333, + "similarity": 0.429, + "content_similarity": 0.327, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -317,8 +317,8 @@ { "left_pr_number": 43663, "right_pr_number": 44257, - "similarity": 0.432, - "content_similarity": 0.351, + "similarity": 0.428, + "content_similarity": 0.345, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -333,8 +333,8 @@ { "left_pr_number": 43636, "right_pr_number": 44660, - "similarity": 0.427, - "content_similarity": 0.278, + "similarity": 0.423, + "content_similarity": 0.273, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -349,8 +349,8 @@ { "left_pr_number": 44660, "right_pr_number": 45055, - "similarity": 0.416, - "content_similarity": 0.273, + "similarity": 0.412, + "content_similarity": 0.267, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -365,8 +365,8 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.408, - "content_similarity": 0.321, + "similarity": 0.404, + "content_similarity": 0.316, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -379,11 +379,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 45055, - "similarity": 0.408, - "content_similarity": 0.342, - "size_similarity": 0.12, + "left_pr_number": 44257, + "right_pr_number": 45067, + "similarity": 0.404, + "content_similarity": 0.312, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -395,11 +395,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 45067, - "similarity": 0.408, - "content_similarity": 0.317, - "size_similarity": 0.24, + "left_pr_number": 43663, + "right_pr_number": 45055, + "similarity": 0.403, + "content_similarity": 0.336, + "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -411,11 +411,11 @@ ] }, { - "left_pr_number": 43651, + "left_pr_number": 43636, "right_pr_number": 44257, - "similarity": 0.4, - "content_similarity": 0.286, - "size_similarity": 0.333, + "similarity": 0.396, + "content_similarity": 0.234, + "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -427,11 +427,11 @@ ] }, { - "left_pr_number": 43636, + "left_pr_number": 43651, "right_pr_number": 44257, - "similarity": 0.399, - "content_similarity": 0.239, - "size_similarity": 0.545, + "similarity": 0.396, + "content_similarity": 0.28, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -445,8 +445,8 @@ { "left_pr_number": 44123, "right_pr_number": 44660, - "similarity": 0.397, - "content_similarity": 0.33, + "similarity": 0.393, + "content_similarity": 0.324, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -461,8 +461,8 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.393, - "content_similarity": 0.269, + "similarity": 0.389, + "content_similarity": 0.264, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -477,8 +477,8 @@ { "left_pr_number": 45055, "right_pr_number": 45273, - "similarity": 0.392, - "content_similarity": 0.203, + "similarity": 0.389, + "content_similarity": 0.199, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -493,8 +493,8 @@ { "left_pr_number": 44189, "right_pr_number": 45273, - "similarity": 0.389, - "content_similarity": 0.235, + "similarity": 0.386, + "content_similarity": 0.23, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -509,8 +509,8 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.389, - "content_similarity": 0.234, + "similarity": 0.385, + "content_similarity": 0.229, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -525,8 +525,8 @@ { "left_pr_number": 45055, "right_pr_number": 45067, - "similarity": 0.385, - "content_similarity": 0.309, + "similarity": 0.381, + "content_similarity": 0.304, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -541,8 +541,8 @@ { "left_pr_number": 44123, "right_pr_number": 44189, - "similarity": 0.384, - "content_similarity": 0.318, + "similarity": 0.38, + "content_similarity": 0.312, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -557,8 +557,8 @@ { "left_pr_number": 43636, "right_pr_number": 44123, - "similarity": 0.377, - "content_similarity": 0.282, + "similarity": 0.373, + "content_similarity": 0.276, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -573,8 +573,8 @@ { "left_pr_number": 43663, "right_pr_number": 45273, - "similarity": 0.376, - "content_similarity": 0.305, + "similarity": 0.372, + "content_similarity": 0.3, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -587,11 +587,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 45055, - "similarity": 0.37, - "content_similarity": 0.278, - "size_similarity": 0.167, + "left_pr_number": 44660, + "right_pr_number": 45273, + "similarity": 0.367, + "content_similarity": 0.238, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -603,11 +603,11 @@ ] }, { - "left_pr_number": 44660, - "right_pr_number": 45273, - "similarity": 0.37, - "content_similarity": 0.243, - "size_similarity": 0.333, + "left_pr_number": 43651, + "right_pr_number": 45055, + "similarity": 0.366, + "content_similarity": 0.273, + "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -621,8 +621,8 @@ { "left_pr_number": 44123, "right_pr_number": 44257, - "similarity": 0.364, - "content_similarity": 0.283, + "similarity": 0.361, + "content_similarity": 0.277, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -635,11 +635,11 @@ ] }, { - "left_pr_number": 45067, - "right_pr_number": 45273, - "similarity": 0.355, - "content_similarity": 0.276, - "size_similarity": 0.08, + "left_pr_number": 43636, + "right_pr_number": 45055, + "similarity": 0.351, + "content_similarity": 0.228, + "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -651,11 +651,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 45055, - "similarity": 0.354, - "content_similarity": 0.233, - "size_similarity": 0.273, + "left_pr_number": 45067, + "right_pr_number": 45273, + "similarity": 0.351, + "content_similarity": 0.271, + "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -669,8 +669,8 @@ { "left_pr_number": 44123, "right_pr_number": 45055, - "similarity": 0.351, - "content_similarity": 0.276, + "similarity": 0.347, + "content_similarity": 0.27, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -685,8 +685,8 @@ { "left_pr_number": 44257, "right_pr_number": 45273, - "similarity": 0.346, - "content_similarity": 0.209, + "similarity": 0.343, + "content_similarity": 0.204, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -701,8 +701,8 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.34, - "content_similarity": 0.248, + "similarity": 0.337, + "content_similarity": 0.243, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -717,8 +717,8 @@ { "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.328, - "content_similarity": 0.246, + "similarity": 0.324, + "content_similarity": 0.241, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -733,8 +733,8 @@ { "left_pr_number": 43636, "right_pr_number": 45273, - "similarity": 0.323, - "content_similarity": 0.208, + "similarity": 0.32, + "content_similarity": 0.203, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -749,381 +749,342 @@ ] }, { - "cluster_id": "pr-scope-43656-5", + "cluster_id": "pr-scope-45202-6", "pr_numbers": [ - 43656, - 43836, - 43842, - 44558, - 44682 + 45202, + 45279, + 45294, + 45438, + 45454, + 45477 ], - "representative_pr_number": 43836, - "average_similarity": 0.499, - "summary": "5 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.", + "representative_pr_number": 45438, + "average_similarity": 0.423, + "summary": "6 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45438.", "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py", + "tests/models/gemma4/test_modeling_gemma4.py", + "docs/source/en/model_doc/gemma4.md", + "src/transformers/models/git/modeling_git.py", + "src/transformers/models/gemma3/modular_gemma3.py", + "src/transformers/models/gemma3/modeling_gemma3.py", + "src/transformers/models/auto/modeling_auto.py" ], "shared_directories": [ - "src/transformers/cli" + "src/transformers/models/gemma4", + "src/transformers/models", + "tests/models/gemma4", + "tests/models", + "tests", + "src/transformers/models/git", + "src/transformers/models/gemma3", + "docs/source/en/model_doc" ], "pairwise": [ { - "left_pr_number": 43656, - "right_pr_number": 43836, - "similarity": 0.682, - "content_similarity": 0.734, - "size_similarity": 0.121, + "left_pr_number": 45294, + "right_pr_number": 45438, + "similarity": 0.802, + "content_similarity": 0.842, + "size_similarity": 0.42, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.989, "shared_filenames": [ - "src/transformers/cli/serve.py" + "docs/source/en/model_doc/gemma4.md", + "src/transformers/models/auto/modeling_auto.py", + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py", + "tests/models/gemma4/test_modeling_gemma4.py" ], "shared_directories": [ - "src/transformers/cli", + "docs/source/en/model_doc", + "src/transformers/models/auto", + "src/transformers/models/gemma4", + "docs/source/en", + "src/transformers/models", + "tests/models/gemma4", + "docs/source", "src/transformers", - "src" + "tests/models", + "docs" ] }, { - "left_pr_number": 43836, - "right_pr_number": 43842, - "similarity": 0.609, - "content_similarity": 0.65, - "size_similarity": 0.027, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45454, + "right_pr_number": 45477, + "similarity": 0.57, + "content_similarity": 0.586, + "size_similarity": 0.2, + "breadth_similarity": 0.806, + "concentration_similarity": 0.985, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/models/gemma3/modeling_gemma3.py", + "src/transformers/models/gemma3/modular_gemma3.py", + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py", + "src/transformers/models/git/modeling_git.py" ], "shared_directories": [ - "src/transformers/cli", + "src/transformers/models/gemma3", + "src/transformers/models/gemma4", + "src/transformers/models/git", + "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 43836, - "right_pr_number": 44682, - "similarity": 0.602, - "content_similarity": 0.645, - "size_similarity": 0.398, - "breadth_similarity": 0.5, - "concentration_similarity": 0.802, + "left_pr_number": 45202, + "right_pr_number": 45279, + "similarity": 0.526, + "content_similarity": 0.635, + "size_similarity": 0.049, + "breadth_similarity": 0.367, + "concentration_similarity": 0.741, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py" ], "shared_directories": [ - "src/transformers/cli", + "src/transformers/models/gemma4", + "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 43656, - "right_pr_number": 43842, - "similarity": 0.589, - "content_similarity": 0.579, - "size_similarity": 0.222, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45279, + "right_pr_number": 45294, + "similarity": 0.484, + "content_similarity": 0.363, + "size_similarity": 0.675, + "breadth_similarity": 0.875, + "concentration_similarity": 0.832, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py" ], "shared_directories": [ - "src/transformers/cli", + "src/transformers/models/gemma4", + "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 44558, - "right_pr_number": 44682, - "similarity": 0.535, - "content_similarity": 0.405, - "size_similarity": 0.984, - "breadth_similarity": 0.667, - 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"concentration_similarity": 0.377, + "left_pr_number": 45283, + "right_pr_number": 45296, + "similarity": 0.542, + "content_similarity": 0.511, + "size_similarity": 0.56, + "breadth_similarity": 0.667, + "concentration_similarity": 0.665, "shared_filenames": [ - "src/transformers/models/gemma4/modeling_gemma4.py", - "src/transformers/models/gemma4/modular_gemma4.py" + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py" ], "shared_directories": [ - "src/transformers/models/gemma4", - "src/transformers/models", + "src/transformers/integrations", "src/transformers", "src" ] @@ -1597,20 +1443,20 @@ "src/transformers/models/glm4v/modeling_glm4v.py", "src/transformers/models/glm_ocr/modeling_glm_ocr.py", "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", - "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py", "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py", "src/transformers/models/video_llama_3/modeling_video_llama_3.py", - "src/transformers/models/video_llama_3/modular_video_llama_3.py" + "src/transformers/models/video_llama_3/modular_video_llama_3.py", + "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py" ], "shared_directories": [ "src/transformers/models/glm_ocr", - "src/transformers/models/glm4v", "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", "src/transformers/models/qwen3_5_moe", "src/transformers/models/video_llama_3", + "src/transformers/models/glm4v", "src/transformers/models/glm4v_moe", - "src/transformers/models/qwen2_vl", - "src/transformers/models/qwen2_5_omni" + "src/transformers/models/qwen2_5_vl" ], "pairwise": [ { @@ -1682,8 +1528,8 @@ { "left_pr_number": 41992, "right_pr_number": 45396, - "similarity": 0.521, - "content_similarity": 0.473, + "similarity": 0.523, + "content_similarity": 0.475, "size_similarity": 0.631, "breadth_similarity": 0.544, "concentration_similarity": 0.831, @@ -1748,8 +1594,8 @@ { "left_pr_number": 41992, "right_pr_number": 44157, - "similarity": 0.375, - "content_similarity": 0.392, + "similarity": 0.376, + "content_similarity": 0.393, "size_similarity": 0.211, "breadth_similarity": 0.296, "concentration_similarity": 0.785, @@ -1779,36 +1625,158 @@ ] }, { - "left_pr_number": 41992, - "right_pr_number": 44973, - "similarity": 0.254, - "content_similarity": 0.262, - "size_similarity": 0.006, - "breadth_similarity": 0.266, - "concentration_similarity": 0.866, + "left_pr_number": 41992, + "right_pr_number": 44973, + "similarity": 0.254, + "content_similarity": 0.262, + "size_similarity": 0.006, + "breadth_similarity": 0.266, + "concentration_similarity": 0.866, + "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-34667-4", + "pr_numbers": [ + 34667, + 39683, + 44872, + 45389 + ], + "representative_pr_number": 34667, + "average_similarity": 0.438, + "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.", + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation" + ], + "pairwise": [ + { + "left_pr_number": 34667, + "right_pr_number": 39683, + "similarity": 0.553, + "content_similarity": 0.473, + "size_similarity": 0.478, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 34667, + "right_pr_number": 45389, + "similarity": 0.524, + "content_similarity": 0.564, + "size_similarity": 0.344, + "breadth_similarity": 0.5, + "concentration_similarity": 0.562, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 34667, + "right_pr_number": 44872, + "similarity": 0.46, + "content_similarity": 0.385, + "size_similarity": 0.273, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 39683, + "right_pr_number": 44872, + "similarity": 0.438, + "content_similarity": 0.384, + "size_similarity": 0.13, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 39683, + "right_pr_number": 45389, + "similarity": 0.391, + "content_similarity": 0.294, + "size_similarity": 0.719, + "breadth_similarity": 0.5, + "concentration_similarity": 0.562, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44872, + "right_pr_number": 45389, + "similarity": 0.259, + "content_similarity": 0.238, + "size_similarity": 0.094, + "breadth_similarity": 0.5, + "concentration_similarity": 0.562, "shared_filenames": [ - 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"src/transformers/models/qwen2_vl", - "src/transformers/models/qwen3_5" + "src/transformers/generation", + "src/transformers", + "src" ] } ] @@ -1891,6 +1859,71 @@ } ] }, + { + "cluster_id": "pr-scope-45351-3", + "pr_numbers": [ + 45351, + 45509, + 45515 + ], + "representative_pr_number": 45515, + "average_similarity": 0.865, + "summary": "3 open PRs share weighted file overlap around `src/transformers/testing_utils.py`; representative PR #45515.", + "shared_filenames": [ + "src/transformers/testing_utils.py" + ], + "shared_directories": [], + "pairwise": [ + { + "left_pr_number": 45509, + "right_pr_number": 45515, + "similarity": 0.916, + "content_similarity": 0.987, + "size_similarity": 0.5, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/testing_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45351, + "right_pr_number": 45515, + "similarity": 0.859, + "content_similarity": 0.983, + "size_similarity": 0.138, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/testing_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45351, + "right_pr_number": 45509, + "similarity": 0.819, + "content_similarity": 0.941, + "size_similarity": 0.069, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/testing_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-44015-3", "pr_numbers": [ @@ -1899,7 +1932,7 @@ 44676 ], "representative_pr_number": 44059, - "average_similarity": 0.571, + "average_similarity": 0.569, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.", "shared_filenames": [ "src/transformers/models/gpt2/modeling_gpt2.py" @@ -1912,8 +1945,8 @@ { "left_pr_number": 44059, "right_pr_number": 44676, - "similarity": 0.687, - "content_similarity": 0.754, + "similarity": 0.681, + "content_similarity": 0.745, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1930,8 +1963,8 @@ { "left_pr_number": 44015, "right_pr_number": 44059, - "similarity": 0.61, - "content_similarity": 0.673, + "similarity": 0.612, + "content_similarity": 0.675, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -1948,8 +1981,8 @@ { "left_pr_number": 44015, "right_pr_number": 44676, - "similarity": 0.417, - "content_similarity": 0.506, + "similarity": 0.414, + "content_similarity": 0.501, "size_similarity": 0.034, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -2101,7 +2134,7 @@ "left_pr_number": 43997, "right_pr_number": 44007, "similarity": 0.619, - "content_similarity": 0.653, + "content_similarity": 0.652, "size_similarity": 0.679, "breadth_similarity": 0.333, "concentration_similarity": 0.548, @@ -2133,30 +2166,114 @@ ] }, { - "cluster_id": "pr-scope-41097-3", + "cluster_id": "pr-scope-45078-3", "pr_numbers": [ - 41097, - 43549, - 44547 + 45078, + 45293, + 45317 ], - "representative_pr_number": 43549, - "average_similarity": 0.467, - "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.", + "representative_pr_number": 45078, + "average_similarity": 0.513, + "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45078.", "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "tests/models/auto/test_tokenization_auto.py", + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "tests/models", + "tests", + "src/transformers/models/auto", + "src/transformers/models" + ], + "pairwise": [ + { + "left_pr_number": 45078, + "right_pr_number": 45293, + "similarity": 0.528, + "content_similarity": 0.452, + "size_similarity": 0.476, + "breadth_similarity": 1.0, + "concentration_similarity": 0.798, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py", + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45078, + "right_pr_number": 45317, + "similarity": 0.51, + "content_similarity": 0.393, + "size_similarity": 0.643, + "breadth_similarity": 1.0, + "concentration_similarity": 0.77, + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45293, + "right_pr_number": 45317, + "similarity": 0.5, + "content_similarity": 0.344, + "size_similarity": 0.741, + "breadth_similarity": 1.0, + "concentration_similarity": 0.972, + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-43875-3", + "pr_numbers": [ + 43875, + 44893, + 45510 + ], + "representative_pr_number": 45510, + "average_similarity": 0.491, + "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #45510.", + "shared_filenames": [ + "src/transformers/cache_utils.py" ], "shared_directories": [], "pairwise": [ { - "left_pr_number": 41097, - "right_pr_number": 43549, - "similarity": 0.552, - "content_similarity": 0.446, - "size_similarity": 0.6, + "left_pr_number": 44893, + "right_pr_number": 45510, + "similarity": 0.558, + "content_similarity": 0.512, + "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "src/transformers/cache_utils.py" ], "shared_directories": [ "src/transformers", @@ -2164,15 +2281,15 @@ ] }, { - "left_pr_number": 43549, - "right_pr_number": 44547, - "similarity": 0.441, - "content_similarity": 0.358, - "size_similarity": 0.267, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 43875, + "right_pr_number": 45510, + "similarity": 0.557, + "content_similarity": 0.562, + "size_similarity": 0.564, + "breadth_similarity": 0.5, + "concentration_similarity": 0.581, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "src/transformers/cache_utils.py" ], "shared_directories": [ "src/transformers", @@ -2180,15 +2297,15 @@ ] }, { - "left_pr_number": 41097, - "right_pr_number": 44547, - "similarity": 0.408, - "content_similarity": 0.334, - "size_similarity": 0.16, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 43875, + "right_pr_number": 44893, + "similarity": 0.358, + "content_similarity": 0.273, + "size_similarity": 0.581, + "breadth_similarity": 0.5, + "concentration_similarity": 0.581, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "src/transformers/cache_utils.py" ], "shared_directories": [ "src/transformers", @@ -2198,150 +2315,136 @@ ] }, { - "cluster_id": "pr-scope-44974-3", + "cluster_id": "pr-scope-41097-3", "pr_numbers": [ - 44974, - 45421, - 45448 + 41097, + 43549, + 44547 ], - "representative_pr_number": 44974, - "average_similarity": 0.445, - "summary": "3 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`; representative PR #44974.", + "representative_pr_number": 43549, + "average_similarity": 0.467, + "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.", "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/utils/test_core_model_loading.py" - ], - "shared_directories": [ - "tests", - "tests/utils" + "src/transformers/modeling_flash_attention_utils.py" ], + "shared_directories": [], "pairwise": [ { - "left_pr_number": 44974, - "right_pr_number": 45448, - "similarity": 0.595, - "content_similarity": 0.594, - "size_similarity": 0.455, - "breadth_similarity": 0.633, - "concentration_similarity": 0.959, + "left_pr_number": 41097, + "right_pr_number": 43549, + "similarity": 0.553, + "content_similarity": 0.447, + "size_similarity": 0.6, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/utils/test_core_model_loading.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "tests/utils", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44974, - "right_pr_number": 45421, - "similarity": 0.43, - "content_similarity": 0.314, - "size_similarity": 0.735, - "breadth_similarity": 0.667, - "concentration_similarity": 0.657, + "left_pr_number": 43549, + "right_pr_number": 44547, + "similarity": 0.441, + "content_similarity": 0.359, + "size_similarity": 0.267, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/core_model_loading.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "src", - "tests" + "src" ] }, { - "left_pr_number": 45421, - "right_pr_number": 45448, - "similarity": 0.309, - "content_similarity": 0.206, - "size_similarity": 0.619, - "breadth_similarity": 0.417, - "concentration_similarity": 0.616, + "left_pr_number": 41097, + "right_pr_number": 44547, + "similarity": 0.408, + "content_similarity": 0.335, + "size_similarity": 0.16, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/core_model_loading.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "src", - "tests" + "src" ] } ] }, { - "cluster_id": "pr-scope-44889-3", + "cluster_id": "pr-scope-44385-3", "pr_numbers": [ - 44889, - 44981, - 45402 + 44385, + 44615, + 45524 ], - "representative_pr_number": 44889, - "average_similarity": 0.396, - "summary": "3 open PRs share weighted file overlap around `tests/trainer/distributed/test_trainer_distributed_deepspeed.py`, `src/transformers/trainer.py`; representative PR #44889.", + "representative_pr_number": 44615, + "average_similarity": 0.402, + "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.", "shared_filenames": [ - "tests/trainer/distributed/test_trainer_distributed_deepspeed.py", - "src/transformers/trainer.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ - "tests/trainer", - "tests", - "tests/trainer/distributed" + "src/transformers/utils" ], "pairwise": [ { - "left_pr_number": 44889, - "right_pr_number": 45402, - "similarity": 0.506, - "content_similarity": 0.424, - "size_similarity": 0.421, + "left_pr_number": 44615, + "right_pr_number": 45524, + "similarity": 0.419, + "content_similarity": 0.335, + "size_similarity": 0.229, "breadth_similarity": 1.0, - "concentration_similarity": 0.927, + "concentration_similarity": 1.0, "shared_filenames": [ - "tests/trainer/distributed/test_trainer_distributed_deepspeed.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ - "tests/trainer/distributed", + "src/transformers/utils", "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44889, - "right_pr_number": 44981, - "similarity": 0.408, - "content_similarity": 0.169, - "size_similarity": 0.991, - "breadth_similarity": 1.0, - "concentration_similarity": 0.812, + "left_pr_number": 44385, + "right_pr_number": 44615, + "similarity": 0.405, + "content_similarity": 0.333, + "size_similarity": 0.371, + "breadth_similarity": 0.667, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/trainer.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ + "src/transformers/utils", "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44981, - "right_pr_number": 45402, - "similarity": 0.275, - "content_similarity": 0.097, - "size_similarity": 0.417, - "breadth_similarity": 1.0, - "concentration_similarity": 0.885, - "shared_filenames": [], + "left_pr_number": 44385, + "right_pr_number": 45524, + "similarity": 0.381, + "content_similarity": 0.246, + "size_similarity": 0.615, + "breadth_similarity": 0.667, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/utils/import_utils.py" + ], "shared_directories": [ + "src/transformers/utils", "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] } ] @@ -2354,7 +2457,7 @@ 44550 ], "representative_pr_number": 44550, - "average_similarity": 0.373, + "average_similarity": 0.374, "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", "shared_filenames": [], "shared_directories": [ @@ -2383,8 +2486,8 @@ { "left_pr_number": 44407, "right_pr_number": 44550, - "similarity": 0.367, - "content_similarity": 0.106, + "similarity": 0.368, + "content_similarity": 0.107, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2398,8 +2501,8 @@ { "left_pr_number": 33686, "right_pr_number": 44407, - "similarity": 0.356, - "content_similarity": 0.089, + "similarity": 0.357, + "content_similarity": 0.09, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2412,6 +2515,80 @@ } ] }, + { + "cluster_id": "pr-scope-43488-3", + "pr_numbers": [ + 43488, + 43665, + 45476 + ], + "representative_pr_number": 43665, + "average_similarity": 0.371, + "summary": "3 open PRs share weighted file overlap around `tests/models/vit/test_modeling_vit.py`; representative PR #43665.", + "shared_filenames": [ + "tests/models/vit/test_modeling_vit.py" + ], + "shared_directories": [ + "tests/models/vit", + "tests/models", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 43665, + "right_pr_number": 45476, + "similarity": 0.401, + "content_similarity": 0.293, + "size_similarity": 0.643, + "breadth_similarity": 0.5, + "concentration_similarity": 0.984, + "shared_filenames": [ + "tests/models/vit/test_modeling_vit.py" + ], + "shared_directories": [ + "tests/models/vit", + "tests/models", + "tests" + ] + }, + { + "left_pr_number": 43488, + "right_pr_number": 43665, + "similarity": 0.377, + "content_similarity": 0.198, + "size_similarity": 0.818, + "breadth_similarity": 0.667, + "concentration_similarity": 0.99, + "shared_filenames": [ + "tests/models/vit/test_modeling_vit.py" + ], + "shared_directories": [ + "tests/models/vit", + "tests/models", + "tests" + ] + }, + { + "left_pr_number": 43488, + "right_pr_number": 45476, + "similarity": 0.334, + "content_similarity": 0.132, + "size_similarity": 0.786, + "breadth_similarity": 0.75, + "concentration_similarity": 0.974, + "shared_filenames": [ + "tests/models/vit/test_modeling_vit.py" + ], + "shared_directories": [ + "tests/models/vit", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-44018-2", "pr_numbers": [ @@ -2557,6 +2734,43 @@ } ] }, + { + "cluster_id": "pr-scope-43654-2", + "pr_numbers": [ + 43654, + 45486 + ], + "representative_pr_number": 43654, + "average_similarity": 0.84, + "summary": "2 open PRs share weighted file overlap around `tests/tokenization/test_tokenization_utils.py`; representative PR #43654.", + "shared_filenames": [ + "tests/tokenization/test_tokenization_utils.py" + ], + "shared_directories": [ + "tests/tokenization", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 43654, + "right_pr_number": 45486, + "similarity": 0.84, + "content_similarity": 0.795, + "size_similarity": 0.893, + "breadth_similarity": 1.0, + "concentration_similarity": 0.983, + "shared_filenames": [ + "tests/tokenization/test_tokenization_utils.py" + ], + "shared_directories": [ + "src/transformers", + "tests/tokenization", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-43543-2", "pr_numbers": [ @@ -2687,38 +2901,6 @@ } ] }, - { - "cluster_id": "pr-scope-41441-2", - "pr_numbers": [ - 41441, - 43469 - ], - "representative_pr_number": 41441, - "average_similarity": 0.681, - "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.", - "shared_filenames": [ - "src/transformers/hf_argparser.py" - ], - "shared_directories": [], - "pairwise": [ - { - "left_pr_number": 41441, - "right_pr_number": 43469, - "similarity": 0.681, - "content_similarity": 0.752, - "size_similarity": 0.45, - "breadth_similarity": 0.5, - "concentration_similarity": 0.75, - "shared_filenames": [ - "src/transformers/hf_argparser.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-43020-2", "pr_numbers": [ @@ -2726,16 +2908,16 @@ 45144 ], "representative_pr_number": 43020, - "average_similarity": 0.68, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py`; representative PR #43020.", + "average_similarity": 0.721, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/convert_mimo_v2_flash_weights_to_hf.py`; representative PR #43020.", "shared_filenames": [ "src/transformers/models/mimo_v2_flash/__init__.py", "src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py", + "src/transformers/models/mimo_v2_flash/convert_mimo_v2_flash_weights_to_hf.py", "src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py", "tests/models/mimo_v2_flash/__init__.py", "tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py", "src/transformers/models/__init__.py", - "src/transformers/models/auto/configuration_auto.py", "src/transformers/models/auto/modeling_auto.py" ], "shared_directories": [ @@ -2750,17 +2932,17 @@ { "left_pr_number": 43020, "right_pr_number": 45144, - "similarity": 0.68, - "content_similarity": 0.696, - "size_similarity": 0.545, - "breadth_similarity": 0.661, - "concentration_similarity": 0.9, + "similarity": 0.721, + "content_similarity": 0.748, + "size_similarity": 0.589, + "breadth_similarity": 0.632, + "concentration_similarity": 0.907, "shared_filenames": [ "src/transformers/models/__init__.py", - "src/transformers/models/auto/configuration_auto.py", "src/transformers/models/auto/modeling_auto.py", "src/transformers/models/mimo_v2_flash/__init__.py", "src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py", + "src/transformers/models/mimo_v2_flash/convert_mimo_v2_flash_weights_to_hf.py", "src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py", "tests/models/mimo_v2_flash/__init__.py", "tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py" @@ -2779,31 +2961,31 @@ ] }, { - "cluster_id": "pr-scope-43779-2", + "cluster_id": "pr-scope-41901-2", "pr_numbers": [ - 43779, - 43816 + 41901, + 45523 ], - "representative_pr_number": 43779, - "average_similarity": 0.665, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.", + "representative_pr_number": 41901, + "average_similarity": 0.716, + "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.", "shared_filenames": [ - "src/transformers/integrations/integration_utils.py" + "src/transformers/integrations/executorch.py" ], "shared_directories": [ "src/transformers/integrations" ], "pairwise": [ { - "left_pr_number": 43779, - "right_pr_number": 43816, - "similarity": 0.665, - "content_similarity": 0.683, - "size_similarity": 0.25, + "left_pr_number": 41901, + "right_pr_number": 45523, + "similarity": 0.716, + "content_similarity": 0.774, + "size_similarity": 0.158, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/integrations/integration_utils.py" + "src/transformers/integrations/executorch.py" ], "shared_directories": [ "src/transformers/integrations", @@ -2814,48 +2996,152 @@ ] }, { - "cluster_id": "pr-scope-45274-2", + "cluster_id": "pr-scope-45034-2", "pr_numbers": [ - 45274, - 45323 + 45034, + 45513 ], - "representative_pr_number": 45274, - "average_similarity": 0.648, - "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/continuous_batching/continuous_api.py`, `src/transformers/generation/continuous_batching/input_outputs.py`, `src/transformers/generation/continuous_batching/utils.py`; representative PR #45274.", + "representative_pr_number": 45034, + "average_similarity": 0.686, + "summary": "2 open PRs share weighted file overlap around `tests/models/qwen3_5/test_modeling_qwen3_5.py`, `src/transformers/models/qwen3_5/modular_qwen3_5.py`, `src/transformers/models/qwen3_5/modeling_qwen3_5.py`; representative PR #45034.", "shared_filenames": [ - "src/transformers/generation/continuous_batching/continuous_api.py", - "src/transformers/generation/continuous_batching/input_outputs.py", - "src/transformers/generation/continuous_batching/utils.py", - "tests/generation/test_continuous_batching.py" + "tests/models/qwen3_5/test_modeling_qwen3_5.py", + "src/transformers/models/qwen3_5/modular_qwen3_5.py", + "src/transformers/models/qwen3_5/modeling_qwen3_5.py" ], "shared_directories": [ - "src/transformers/generation/continuous_batching", - "src/transformers/generation", - "tests/generation", + "src/transformers/models/qwen3_5", + "tests/models/qwen3_5", + "src/transformers/models", + "tests/models", "tests" ], "pairwise": [ { - "left_pr_number": 45274, - "right_pr_number": 45323, - "similarity": 0.648, - "content_similarity": 0.63, - "size_similarity": 0.713, - "breadth_similarity": 0.607, - "concentration_similarity": 0.781, + "left_pr_number": 45034, + "right_pr_number": 45513, + "similarity": 0.686, + "content_similarity": 0.627, + "size_similarity": 0.902, + "breadth_similarity": 0.633, + "concentration_similarity": 0.967, "shared_filenames": [ - "src/transformers/generation/continuous_batching/continuous_api.py", - "src/transformers/generation/continuous_batching/input_outputs.py", - "src/transformers/generation/continuous_batching/utils.py", - "tests/generation/test_continuous_batching.py" + "src/transformers/models/qwen3_5/modeling_qwen3_5.py", + "src/transformers/models/qwen3_5/modular_qwen3_5.py", + "tests/models/qwen3_5/test_modeling_qwen3_5.py" ], "shared_directories": [ - "src/transformers/generation/continuous_batching", - "src/transformers/generation", + "src/transformers/models/qwen3_5", + "src/transformers/models", + "tests/models/qwen3_5", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-41441-2", + "pr_numbers": [ + 41441, + 43469 + ], + "representative_pr_number": 41441, + "average_similarity": 0.681, + "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.", + "shared_filenames": [ + "src/transformers/hf_argparser.py" + ], + "shared_directories": [], + "pairwise": [ + { + "left_pr_number": 41441, + "right_pr_number": 43469, + "similarity": 0.681, + "content_similarity": 0.751, + "size_similarity": 0.45, + "breadth_similarity": 0.5, + "concentration_similarity": 0.75, + "shared_filenames": [ + "src/transformers/hf_argparser.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-43747-2", + "pr_numbers": [ + 43747, + 45480 + ], + "representative_pr_number": 43747, + "average_similarity": 0.673, + "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.", + "shared_filenames": [ + "tests/quantization/compressed_tensors_integration/test_compressed_models.py" + ], + "shared_directories": [ + "tests/quantization/compressed_tensors_integration", + "tests/quantization", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 43747, + "right_pr_number": 45480, + "similarity": 0.673, + "content_similarity": 0.622, + "size_similarity": 0.664, + "breadth_similarity": 1.0, + "concentration_similarity": 0.751, + "shared_filenames": [ + "tests/quantization/compressed_tensors_integration/test_compressed_models.py" + ], + "shared_directories": [ + "tests/quantization/compressed_tensors_integration", + "tests/quantization", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-43779-2", + "pr_numbers": [ + 43779, + 43816 + ], + "representative_pr_number": 43779, + "average_similarity": 0.665, + "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.", + "shared_filenames": [ + "src/transformers/integrations/integration_utils.py" + ], + "shared_directories": [ + "src/transformers/integrations" + ], + "pairwise": [ + { + "left_pr_number": 43779, + "right_pr_number": 43816, + "similarity": 0.665, + "content_similarity": 0.682, + "size_similarity": 0.25, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/integrations/integration_utils.py" + ], + "shared_directories": [ + "src/transformers/integrations", "src/transformers", - "tests/generation", - "src", - "tests" + "src" ] } ] @@ -2898,40 +3184,42 @@ ] }, { - "cluster_id": "pr-scope-43085-2", + "cluster_id": "pr-scope-45443-2", "pr_numbers": [ - 43085, - 45384 + 45443, + 45485 ], - "representative_pr_number": 43085, - "average_similarity": 0.543, - "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/stopping_criteria.py`, `tests/generation/test_stopping_criteria.py`; representative PR #43085.", + "representative_pr_number": 45443, + "average_similarity": 0.523, + "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/utils.py`, `tests/cli/test_serve.py`; representative PR #45443.", "shared_filenames": [ - "src/transformers/generation/stopping_criteria.py", - "tests/generation/test_stopping_criteria.py" + "src/transformers/cli/serving/utils.py", + "tests/cli/test_serve.py" ], "shared_directories": [ - "src/transformers/generation", - "tests/generation", + "src/transformers/cli/serving", + "src/transformers/cli", + "tests/cli", "tests" ], "pairwise": [ { - "left_pr_number": 43085, - "right_pr_number": 45384, - "similarity": 0.543, - "content_similarity": 0.621, - "size_similarity": 0.048, - "breadth_similarity": 0.7, - "concentration_similarity": 0.608, + "left_pr_number": 45443, + "right_pr_number": 45485, + "similarity": 0.523, + "content_similarity": 0.578, + "size_similarity": 0.03, + "breadth_similarity": 0.75, + "concentration_similarity": 0.767, "shared_filenames": [ - "src/transformers/generation/stopping_criteria.py", - "tests/generation/test_stopping_criteria.py" + "src/transformers/cli/serving/utils.py", + "tests/cli/test_serve.py" ], "shared_directories": [ - "src/transformers/generation", + "src/transformers/cli/serving", + "src/transformers/cli", "src/transformers", - "tests/generation", + "tests/cli", "src", "tests" ] @@ -2945,7 +3233,7 @@ 43649 ], "representative_pr_number": 43532, - "average_similarity": 0.518, + "average_similarity": 0.517, "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", @@ -2965,7 +3253,7 @@ { "left_pr_number": 43532, "right_pr_number": 43649, - "similarity": 0.518, + "similarity": 0.517, "content_similarity": 0.466, "size_similarity": 0.395, "breadth_similarity": 0.875, @@ -2988,73 +3276,73 @@ ] }, { - "cluster_id": "pr-scope-45056-2", + "cluster_id": "pr-scope-44543-2", "pr_numbers": [ - 45056, - 45128 + 44543, + 45422 ], - "representative_pr_number": 45056, - "average_similarity": 0.505, - "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.", + "representative_pr_number": 44543, + "average_similarity": 0.502, + "summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.", "shared_filenames": [ - "src/transformers/utils/auto_docstring.py" + "tests/test_processing_common.py", + "src/transformers/processing_utils.py" ], "shared_directories": [ - "src/transformers/utils" + "tests" ], "pairwise": [ { - "left_pr_number": 45056, - "right_pr_number": 45128, - "similarity": 0.505, - "content_similarity": 0.401, - "size_similarity": 0.669, - "breadth_similarity": 0.875, - "concentration_similarity": 0.724, + "left_pr_number": 44543, + "right_pr_number": 45422, + "similarity": 0.502, + "content_similarity": 0.482, + "size_similarity": 0.331, + "breadth_similarity": 0.75, + "concentration_similarity": 0.802, "shared_filenames": [ - "src/transformers/utils/auto_docstring.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - "src/transformers/utils", "src/transformers", - "src" + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-44543-2", + "cluster_id": "pr-scope-45056-2", "pr_numbers": [ - 44543, - 45422 + 45056, + 45128 ], - "representative_pr_number": 44543, + "representative_pr_number": 45056, "average_similarity": 0.501, - "summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.", + "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.", "shared_filenames": [ - "tests/test_processing_common.py", - "src/transformers/processing_utils.py" + "src/transformers/utils/auto_docstring.py" ], "shared_directories": [ - "tests" + "src/transformers/utils" ], "pairwise": [ { - "left_pr_number": 44543, - "right_pr_number": 45422, + "left_pr_number": 45056, + "right_pr_number": 45128, "similarity": 0.501, - "content_similarity": 0.48, - "size_similarity": 0.331, - "breadth_similarity": 0.75, - "concentration_similarity": 0.802, + "content_similarity": 0.396, + "size_similarity": 0.669, + "breadth_similarity": 0.875, + "concentration_similarity": 0.724, "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" + "src/transformers/utils/auto_docstring.py" ], "shared_directories": [ + "src/transformers/utils", "src/transformers", - "src", - "tests" + "src" ] } ] @@ -3066,7 +3354,7 @@ 45333 ], "representative_pr_number": 45332, - "average_similarity": 0.495, + "average_similarity": 0.497, "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.", "shared_filenames": [ "src/transformers/heterogeneity/__init__.py", @@ -3084,8 +3372,8 @@ { "left_pr_number": 45332, "right_pr_number": 45333, - "similarity": 0.495, - "content_similarity": 0.526, + "similarity": 0.497, + "content_similarity": 0.528, "size_similarity": 0.215, "breadth_similarity": 0.479, "concentration_similarity": 0.945, @@ -3106,43 +3394,6 @@ } ] }, - { - "cluster_id": "pr-scope-43665-2", - "pr_numbers": [ - 43665, - 45385 - ], - "representative_pr_number": 43665, - "average_similarity": 0.469, - "summary": "2 open PRs share weighted file overlap around `tests/models/clip/test_modeling_clip.py`; representative PR #43665.", - "shared_filenames": [ - "tests/models/clip/test_modeling_clip.py" - ], - "shared_directories": [ - "tests/models/clip", - "tests/models", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 43665, - "right_pr_number": 45385, - "similarity": 0.469, - "content_similarity": 0.34, - "size_similarity": 0.6, - "breadth_similarity": 1.0, - "concentration_similarity": 0.822, - "shared_filenames": [ - "tests/models/clip/test_modeling_clip.py" - ], - "shared_directories": [ - "tests/models/clip", - "tests/models", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-41356-2", "pr_numbers": [ @@ -3178,7 +3429,7 @@ "content_similarity": 0.499, "size_similarity": 0.082, "breadth_similarity": 0.5, - "concentration_similarity": 0.96, + "concentration_similarity": 0.963, "shared_filenames": [ "docs/source/en/model_doc/deimv2.md", "src/transformers/models/deimv2/__init__.py", @@ -3209,7 +3460,7 @@ 45413 ], "representative_pr_number": 42112, - "average_similarity": 0.432, + "average_similarity": 0.435, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`; representative PR #42112.", "shared_filenames": [ "src/transformers/generation/logits_process.py", @@ -3224,8 +3475,8 @@ { "left_pr_number": 42112, "right_pr_number": 45413, - "similarity": 0.432, - "content_similarity": 0.478, + "similarity": 0.435, + "content_similarity": 0.482, "size_similarity": 0.019, "breadth_similarity": 0.458, "concentration_similarity": 0.969, @@ -3243,6 +3494,41 @@ } ] }, + { + "cluster_id": "pr-scope-44974-2", + "pr_numbers": [ + 44974, + 45421 + ], + "representative_pr_number": 44974, + "average_similarity": 0.431, + "summary": "2 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`; representative PR #44974.", + "shared_filenames": [ + "src/transformers/core_model_loading.py" + ], + "shared_directories": [ + "tests" + ], + "pairwise": [ + { + "left_pr_number": 44974, + "right_pr_number": 45421, + "similarity": 0.431, + "content_similarity": 0.316, + "size_similarity": 0.735, + "breadth_similarity": 0.667, + "concentration_similarity": 0.657, + "shared_filenames": [ + "src/transformers/core_model_loading.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-40755-2", "pr_numbers": [ @@ -3287,34 +3573,31 @@ ] }, { - "cluster_id": "pr-scope-44385-2", + "cluster_id": "pr-scope-44606-2", "pr_numbers": [ - 44385, - 44615 + 44606, + 45086 ], - "representative_pr_number": 44385, - "average_similarity": 0.411, - "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44385.", + "representative_pr_number": 44606, + "average_similarity": 0.409, + "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.", "shared_filenames": [ - "src/transformers/utils/import_utils.py" - ], - "shared_directories": [ - "src/transformers/utils" + "src/transformers/tokenization_utils_tokenizers.py" ], + "shared_directories": [], "pairwise": [ { - "left_pr_number": 44385, - "right_pr_number": 44615, - "similarity": 0.411, - "content_similarity": 0.341, - "size_similarity": 0.371, - "breadth_similarity": 0.667, + "left_pr_number": 44606, + "right_pr_number": 45086, + "similarity": 0.409, + "content_similarity": 0.323, + "size_similarity": 0.222, + "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ - "src/transformers/utils", "src/transformers", "src" ] @@ -3322,113 +3605,77 @@ ] }, { - "cluster_id": "pr-scope-45279-2", + "cluster_id": "pr-scope-44889-2", "pr_numbers": [ - 45279, - 45436 + 44889, + 44981 ], - "representative_pr_number": 45279, - "average_similarity": 0.409, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/tensor_parallel.py`; representative PR #45279.", + "representative_pr_number": 44889, + "average_similarity": 0.404, + "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.", "shared_filenames": [ - "src/transformers/integrations/tensor_parallel.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/integrations", - "src/transformers/models" - ], - "pairwise": [ - { - "left_pr_number": 45279, - "right_pr_number": 45436, - "similarity": 0.409, - "content_similarity": 0.319, - "size_similarity": 0.49, - "breadth_similarity": 0.667, - "concentration_similarity": 0.911, - "shared_filenames": [ - "src/transformers/integrations/tensor_parallel.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers/models", - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44606-2", - "pr_numbers": [ - 44606, - 45086 - ], - "representative_pr_number": 44606, - "average_similarity": 0.402, - "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.", - "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + "tests/trainer", + "tests" ], - "shared_directories": [], "pairwise": [ { - "left_pr_number": 44606, - "right_pr_number": 45086, - "similarity": 0.402, - "content_similarity": 0.312, - "size_similarity": 0.222, + "left_pr_number": 44889, + "right_pr_number": 44981, + "similarity": 0.404, + "content_similarity": 0.164, + "size_similarity": 0.991, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.812, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/trainer", + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-45443-2", + "cluster_id": "pr-scope-44369-2", "pr_numbers": [ - 45443, - 45463 + 44369, + 45114 ], - "representative_pr_number": 45443, - "average_similarity": 0.391, - "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/utils.py`, `tests/cli/test_serve.py`; representative PR #45443.", + "representative_pr_number": 44369, + "average_similarity": 0.4, + "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.", "shared_filenames": [ - "src/transformers/cli/serving/utils.py", - "tests/cli/test_serve.py" + "docs/source/en/tasks/zero_shot_object_detection.md" ], "shared_directories": [ - "src/transformers/cli/serving", - "src/transformers/cli", - "tests/cli", - "tests" + "docs/source/en/tasks", + "docs/source/en", + "docs/source", + "docs" ], "pairwise": [ { - "left_pr_number": 45443, - "right_pr_number": 45463, - "similarity": 0.391, - "content_similarity": 0.41, - "size_similarity": 0.122, - "breadth_similarity": 0.533, - "concentration_similarity": 0.637, + "left_pr_number": 44369, + "right_pr_number": 45114, + "similarity": 0.4, + "content_similarity": 0.244, + "size_similarity": 0.808, + "breadth_similarity": 0.625, + "concentration_similarity": 0.919, "shared_filenames": [ - "src/transformers/cli/serving/utils.py", - "tests/cli/test_serve.py" + "docs/source/en/tasks/zero_shot_object_detection.md" ], "shared_directories": [ - "src/transformers/cli/serving", - "src/transformers/cli", - "src/transformers", - "tests/cli", - "src", - "tests" + "docs/source/en/tasks", + "docs/source/en", + "docs/source", + "docs" ] } ] @@ -3440,7 +3687,7 @@ 45386 ], "representative_pr_number": 43757, - "average_similarity": 0.388, + "average_similarity": 0.389, "summary": "2 open PRs share weighted file overlap around `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #43757.", "shared_filenames": [ "src/transformers/modeling_gguf_pytorch_utils.py" @@ -3450,8 +3697,8 @@ { "left_pr_number": 43757, "right_pr_number": 45386, - "similarity": 0.388, - "content_similarity": 0.315, + "similarity": 0.389, + "content_similarity": 0.316, "size_similarity": 0.441, "breadth_similarity": 0.75, "concentration_similarity": 0.533,