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": "20260622T120018Z", - "generated_at": "2026-06-22T12:02:20Z", - "cluster_count": 75, + "snapshot_id": "20260622T180028Z", + "generated_at": "2026-06-22T18:03:43Z", + "cluster_count": 73, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-11", @@ -20,7 +20,7 @@ 46775 ], "representative_pr_number": 45067, - "average_similarity": 0.424, + "average_similarity": 0.423, "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" @@ -33,7 +33,7 @@ { "left_pr_number": 44189, "right_pr_number": 45067, - "similarity": 0.776, + "similarity": 0.775, "content_similarity": 0.859, "size_similarity": 0.16, "breadth_similarity": 1.0, @@ -49,8 +49,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.62, - "content_similarity": 0.457, + "similarity": 0.619, + "content_similarity": 0.456, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -65,8 +65,8 @@ { "left_pr_number": 43663, "right_pr_number": 46775, - "similarity": 0.553, - "content_similarity": 0.447, + "similarity": 0.552, + "content_similarity": 0.446, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -81,8 +81,8 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.535, - "content_similarity": 0.395, + "similarity": 0.534, + "content_similarity": 0.394, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -97,8 +97,8 @@ { "left_pr_number": 45067, "right_pr_number": 46775, - "similarity": 0.524, - "content_similarity": 0.406, + "similarity": 0.523, + "content_similarity": 0.405, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -113,8 +113,8 @@ { "left_pr_number": 44123, "right_pr_number": 46775, - "similarity": 0.522, - "content_similarity": 0.473, + "similarity": 0.521, + "content_similarity": 0.472, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -129,8 +129,8 @@ { "left_pr_number": 43651, "right_pr_number": 46775, - "similarity": 0.521, - "content_similarity": 0.351, + "similarity": 0.52, + "content_similarity": 0.349, "size_similarity": 0.833, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -145,8 +145,8 @@ { "left_pr_number": 43651, "right_pr_number": 45067, - "similarity": 0.509, - "content_similarity": 0.359, + "similarity": 0.508, + "content_similarity": 0.357, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -161,8 +161,8 @@ { "left_pr_number": 43663, "right_pr_number": 44123, - "similarity": 0.495, - "content_similarity": 0.396, + "similarity": 0.494, + "content_similarity": 0.394, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -177,8 +177,8 @@ { "left_pr_number": 44257, "right_pr_number": 44660, - "similarity": 0.482, - "content_similarity": 0.26, + "similarity": 0.481, + "content_similarity": 0.258, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -194,7 +194,7 @@ "left_pr_number": 43636, "right_pr_number": 46775, "similarity": 0.474, - "content_similarity": 0.306, + "content_similarity": 0.305, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -209,8 +209,8 @@ { "left_pr_number": 44123, "right_pr_number": 45067, - "similarity": 0.47, - "content_similarity": 0.359, + "similarity": 0.469, + "content_similarity": 0.358, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -225,8 +225,8 @@ { "left_pr_number": 43636, "right_pr_number": 43663, - "similarity": 0.458, - "content_similarity": 0.345, + "similarity": 0.457, + "content_similarity": 0.344, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -241,8 +241,8 @@ { "left_pr_number": 43663, "right_pr_number": 44660, - "similarity": 0.457, - "content_similarity": 0.387, + "similarity": 0.456, + "content_similarity": 0.385, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -257,8 +257,8 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.456, - "content_similarity": 0.294, + "similarity": 0.455, + "content_similarity": 0.293, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -273,8 +273,8 @@ { "left_pr_number": 44660, "right_pr_number": 46775, - "similarity": 0.45, - "content_similarity": 0.343, + "similarity": 0.449, + "content_similarity": 0.342, "size_similarity": 0.4, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -290,7 +290,7 @@ "left_pr_number": 43663, "right_pr_number": 44189, "similarity": 0.442, - "content_similarity": 0.384, + "content_similarity": 0.382, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -306,7 +306,7 @@ "left_pr_number": 44189, "right_pr_number": 45055, "similarity": 0.44, - "content_similarity": 0.254, + "content_similarity": 0.253, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -321,8 +321,8 @@ { "left_pr_number": 43636, "right_pr_number": 45067, - "similarity": 0.435, - "content_similarity": 0.313, + "similarity": 0.434, + "content_similarity": 0.312, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -337,8 +337,8 @@ { "left_pr_number": 44660, "right_pr_number": 45067, - "similarity": 0.432, - "content_similarity": 0.351, + "similarity": 0.431, + "content_similarity": 0.35, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -353,8 +353,8 @@ { "left_pr_number": 43636, "right_pr_number": 43651, - "similarity": 0.431, - "content_similarity": 0.271, + "similarity": 0.43, + "content_similarity": 0.269, "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -369,8 +369,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.43, - "content_similarity": 0.257, + "similarity": 0.429, + "content_similarity": 0.256, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -386,7 +386,7 @@ "left_pr_number": 44189, "right_pr_number": 46775, "similarity": 0.428, - "content_similarity": 0.341, + "content_similarity": 0.339, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -401,8 +401,8 @@ { "left_pr_number": 43663, "right_pr_number": 44257, - "similarity": 0.423, - "content_similarity": 0.338, + "similarity": 0.422, + "content_similarity": 0.337, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -417,8 +417,8 @@ { "left_pr_number": 44257, "right_pr_number": 46775, - "similarity": 0.42, - "content_similarity": 0.3, + "similarity": 0.419, + "content_similarity": 0.299, "size_similarity": 0.4, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -433,8 +433,8 @@ { "left_pr_number": 43636, "right_pr_number": 44660, - "similarity": 0.417, - "content_similarity": 0.265, + "similarity": 0.416, + "content_similarity": 0.264, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -449,8 +449,8 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.416, - "content_similarity": 0.31, + "similarity": 0.415, + "content_similarity": 0.309, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -465,8 +465,8 @@ { "left_pr_number": 43651, "right_pr_number": 44660, - "similarity": 0.412, - "content_similarity": 0.303, + "similarity": 0.411, + "content_similarity": 0.302, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -482,7 +482,7 @@ "left_pr_number": 44660, "right_pr_number": 45055, "similarity": 0.404, - "content_similarity": 0.256, + "content_similarity": 0.255, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -497,8 +497,8 @@ { "left_pr_number": 43663, "right_pr_number": 45055, - "similarity": 0.402, - "content_similarity": 0.334, + "similarity": 0.401, + "content_similarity": 0.333, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -513,8 +513,8 @@ { "left_pr_number": 44257, "right_pr_number": 45067, - "similarity": 0.401, - "content_similarity": 0.307, + "similarity": 0.4, + "content_similarity": 0.306, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -529,8 +529,8 @@ { "left_pr_number": 43636, "right_pr_number": 44257, - "similarity": 0.394, - "content_similarity": 0.232, + "similarity": 0.393, + "content_similarity": 0.23, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -545,8 +545,8 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.394, - "content_similarity": 0.301, + "similarity": 0.393, + "content_similarity": 0.3, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -562,7 +562,7 @@ "left_pr_number": 43636, "right_pr_number": 44189, "similarity": 0.388, - "content_similarity": 0.263, + "content_similarity": 0.262, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -578,7 +578,7 @@ "left_pr_number": 45055, "right_pr_number": 46775, "similarity": 0.387, - "content_similarity": 0.296, + "content_similarity": 0.295, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -593,8 +593,8 @@ { "left_pr_number": 43651, "right_pr_number": 44257, - "similarity": 0.386, - "content_similarity": 0.265, + "similarity": 0.385, + "content_similarity": 0.264, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -609,8 +609,8 @@ { "left_pr_number": 45055, "right_pr_number": 45273, - "similarity": 0.383, - "content_similarity": 0.189, + "similarity": 0.382, + "content_similarity": 0.188, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -625,8 +625,8 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.382, - "content_similarity": 0.224, + "similarity": 0.381, + "content_similarity": 0.223, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -641,8 +641,8 @@ { "left_pr_number": 45055, "right_pr_number": 45067, - "similarity": 0.38, - "content_similarity": 0.303, + "similarity": 0.379, + "content_similarity": 0.302, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -657,8 +657,8 @@ { "left_pr_number": 44123, "right_pr_number": 44660, - "similarity": 0.379, - "content_similarity": 0.304, + "similarity": 0.378, + "content_similarity": 0.302, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -674,7 +674,7 @@ "left_pr_number": 44189, "right_pr_number": 45273, "similarity": 0.377, - "content_similarity": 0.218, + "content_similarity": 0.217, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -689,8 +689,8 @@ { "left_pr_number": 44123, "right_pr_number": 44189, - "similarity": 0.372, - "content_similarity": 0.301, + "similarity": 0.371, + "content_similarity": 0.3, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -705,8 +705,8 @@ { "left_pr_number": 43636, "right_pr_number": 44123, - "similarity": 0.37, - "content_similarity": 0.271, + "similarity": 0.369, + "content_similarity": 0.27, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -721,8 +721,8 @@ { "left_pr_number": 43663, "right_pr_number": 45273, - "similarity": 0.362, - "content_similarity": 0.286, + "similarity": 0.361, + "content_similarity": 0.285, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -737,8 +737,8 @@ { "left_pr_number": 43651, "right_pr_number": 45055, - "similarity": 0.358, - "content_similarity": 0.262, + "similarity": 0.357, + "content_similarity": 0.261, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -753,8 +753,8 @@ { "left_pr_number": 44660, "right_pr_number": 45273, - "similarity": 0.354, - "content_similarity": 0.219, + "similarity": 0.353, + "content_similarity": 0.218, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -769,8 +769,8 @@ { "left_pr_number": 44123, "right_pr_number": 44257, - "similarity": 0.352, - "content_similarity": 0.266, + "similarity": 0.351, + "content_similarity": 0.264, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -785,8 +785,8 @@ { "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.351, - "content_similarity": 0.229, + "similarity": 0.35, + "content_similarity": 0.228, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -801,8 +801,8 @@ { "left_pr_number": 45273, "right_pr_number": 46775, - "similarity": 0.348, - "content_similarity": 0.254, + "similarity": 0.347, + "content_similarity": 0.253, "size_similarity": 0.133, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -817,8 +817,8 @@ { "left_pr_number": 45067, "right_pr_number": 45273, - "similarity": 0.344, - "content_similarity": 0.259, + "similarity": 0.343, + "content_similarity": 0.258, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -833,8 +833,8 @@ { "left_pr_number": 44123, "right_pr_number": 45055, - "similarity": 0.342, - "content_similarity": 0.262, + "similarity": 0.341, + "content_similarity": 0.261, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -850,7 +850,7 @@ "left_pr_number": 44257, "right_pr_number": 45273, "similarity": 0.334, - "content_similarity": 0.192, + "content_similarity": 0.191, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -865,8 +865,8 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.324, - "content_similarity": 0.224, + "similarity": 0.323, + "content_similarity": 0.223, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -882,7 +882,7 @@ "left_pr_number": 43636, "right_pr_number": 45273, "similarity": 0.314, - "content_similarity": 0.196, + "content_similarity": 0.195, "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -897,8 +897,8 @@ { "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.313, - "content_similarity": 0.225, + "similarity": 0.312, + "content_similarity": 0.223, "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -913,799 +913,191 @@ ] }, { - "cluster_id": "pr-scope-45541-9", + "cluster_id": "pr-scope-46504-6", "pr_numbers": [ - 45541, - 46177, - 46753, - 46778, - 46789, - 46791, - 46793, - 46794, - 46801 - ], - "representative_pr_number": 46789, - "average_similarity": 0.47, - "summary": "9 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`, `tests/test_tokenization_common.py`; representative PR #46789.", + 46504, + 46554, + 46558, + 46563, + 46716, + 46747 + ], + "representative_pr_number": 46716, + "average_similarity": 0.727, + "summary": "6 open PRs share weighted file overlap around `.github/workflows/pr-ci-security-gate.yml`; representative PR #46716.", "shared_filenames": [ - "src/transformers/tokenization_utils_base.py", - "tests/test_tokenization_common.py" + ".github/workflows/pr-ci-security-gate.yml" ], "shared_directories": [ - "src/transformers", - "src", - "tests" + ".github/workflows", + ".github" ], "pairwise": [ { - "left_pr_number": 46791, - "right_pr_number": 46794, - "similarity": 1.0, - "content_similarity": 1.0, + "left_pr_number": 46716, + "right_pr_number": 46747, + "similarity": 0.993, + "content_similarity": 0.99, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" + ".github/workflows/pr-ci-security-gate.yml" ], "shared_directories": [ - "src/transformers", - "src" + ".github/workflows", + ".github" ] }, { - "left_pr_number": 46753, - "right_pr_number": 46778, - "similarity": 0.953, - "content_similarity": 0.999, - "size_similarity": 0.714, + "left_pr_number": 46558, + "right_pr_number": 46747, + "similarity": 0.991, + "content_similarity": 0.987, + "size_similarity": 1.0, "breadth_similarity": 1.0, - "concentration_similarity": 0.943, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_base.py", - "tests/test_tokenization_common.py" + ".github/workflows/pr-ci-security-gate.yml" ], "shared_directories": [ - "src/transformers", - "src", - "tests" + ".github/workflows", + ".github" ] }, { - "left_pr_number": 46789, - "right_pr_number": 46791, - "similarity": 0.889, - "content_similarity": 0.985, - "size_similarity": 0.333, + "left_pr_number": 46558, + "right_pr_number": 46716, + "similarity": 0.968, + "content_similarity": 0.955, + "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" + ".github/workflows/pr-ci-security-gate.yml" ], "shared_directories": [ - "src/transformers", - "src" + ".github/workflows", + ".github" ] }, { - "left_pr_number": 46789, - "right_pr_number": 46794, - "similarity": 0.889, - "content_similarity": 0.985, - "size_similarity": 0.333, + "left_pr_number": 46563, + "right_pr_number": 46716, + "similarity": 0.949, + "content_similarity": 0.999, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - 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"similarity": 0.389, - "content_similarity": 0.127, + "similarity": 0.388, + "content_similarity": 0.126, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1718,8 +1110,8 @@ { "left_pr_number": 46504, "right_pr_number": 46747, - "similarity": 0.377, - "content_similarity": 0.11, + "similarity": 0.376, + "content_similarity": 0.109, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1746,7 +1138,7 @@ { "left_pr_number": 46504, "right_pr_number": 46563, - "similarity": 0.336, + "similarity": 0.335, "content_similarity": 0.122, "size_similarity": 0.667, "breadth_similarity": 1.0, @@ -1761,7 +1153,7 @@ "left_pr_number": 46504, "right_pr_number": 46554, "similarity": 0.259, - "content_similarity": 0.132, + "content_similarity": 0.131, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1870,7 +1262,7 @@ "left_pr_number": 45546, "right_pr_number": 45668, "similarity": 0.799, - "content_similarity": 0.769, + "content_similarity": 0.768, "size_similarity": 0.773, "breadth_similarity": 1.0, "concentration_similarity": 0.903, @@ -1892,7 +1284,7 @@ "left_pr_number": 45296, "right_pr_number": 45546, "similarity": 0.78, - "content_similarity": 0.787, + "content_similarity": 0.786, "size_similarity": 0.576, "breadth_similarity": 1.0, "concentration_similarity": 0.859, @@ -1935,7 +1327,7 @@ { "left_pr_number": 44070, "right_pr_number": 45546, - "similarity": 0.732, + "similarity": 0.731, "content_similarity": 0.749, "size_similarity": 0.404, "breadth_similarity": 1.0, @@ -2024,7 +1416,7 @@ "left_pr_number": 44070, "right_pr_number": 46467, "similarity": 0.385, - "content_similarity": 0.459, + "content_similarity": 0.458, "size_similarity": 0.033, "breadth_similarity": 0.333, "concentration_similarity": 0.518, @@ -2131,8 +1523,8 @@ { "left_pr_number": 44974, "right_pr_number": 45635, - "similarity": 0.717, - "content_similarity": 0.718, + "similarity": 0.716, + "content_similarity": 0.716, "size_similarity": 0.59, "breadth_similarity": 0.8, "concentration_similarity": 0.929, @@ -2150,8 +1542,8 @@ { "left_pr_number": 45635, "right_pr_number": 45996, - "similarity": 0.652, - "content_similarity": 0.599, + "similarity": 0.651, + "content_similarity": 0.598, "size_similarity": 0.714, "breadth_similarity": 0.875, "concentration_similarity": 0.758, @@ -2187,8 +1579,8 @@ { "left_pr_number": 44974, "right_pr_number": 45996, - "similarity": 0.578, - "content_similarity": 0.548, + "similarity": 0.577, + "content_similarity": 0.547, "size_similarity": 0.422, "breadth_similarity": 0.9, "concentration_similarity": 0.829, @@ -2246,7 +1638,7 @@ "left_pr_number": 45996, "right_pr_number": 46651, "similarity": 0.477, - "content_similarity": 0.486, + "content_similarity": 0.485, "size_similarity": 0.265, "breadth_similarity": 0.583, "concentration_similarity": 0.783, @@ -2265,7 +1657,7 @@ "left_pr_number": 45421, "right_pr_number": 45635, "similarity": 0.462, - "content_similarity": 0.375, + "content_similarity": 0.374, "size_similarity": 0.803, "breadth_similarity": 0.5, "concentration_similarity": 0.586, @@ -2282,8 +1674,8 @@ { "left_pr_number": 44974, "right_pr_number": 45421, - "similarity": 0.419, - "content_similarity": 0.299, + "similarity": 0.418, + "content_similarity": 0.298, "size_similarity": 0.735, "breadth_similarity": 0.667, "concentration_similarity": 0.657, @@ -2299,8 +1691,8 @@ { "left_pr_number": 44974, "right_pr_number": 46651, - "similarity": 0.405, - "content_similarity": 0.41, + "similarity": 0.404, + "content_similarity": 0.409, "size_similarity": 0.112, "breadth_similarity": 0.533, "concentration_similarity": 0.954, @@ -2318,7 +1710,7 @@ { "left_pr_number": 44974, "right_pr_number": 46763, - "similarity": 0.352, + "similarity": 0.351, "content_similarity": 0.331, "size_similarity": 0.112, "breadth_similarity": 0.533, @@ -2337,8 +1729,8 @@ { "left_pr_number": 45421, "right_pr_number": 45996, - "similarity": 0.321, - "content_similarity": 0.193, + "similarity": 0.32, + "content_similarity": 0.192, "size_similarity": 0.573, "breadth_similarity": 0.583, "concentration_similarity": 0.828, @@ -2372,7 +1764,7 @@ { "left_pr_number": 45421, "right_pr_number": 46651, - "similarity": 0.172, + "similarity": 0.171, "content_similarity": 0.121, "size_similarity": 0.152, "breadth_similarity": 0.333, @@ -2414,7 +1806,7 @@ 46161 ], "representative_pr_number": 45627, - "average_similarity": 0.425, + "average_similarity": 0.424, "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.", "shared_filenames": [ "src/transformers/processing_utils.py", @@ -2451,7 +1843,7 @@ "left_pr_number": 45627, "right_pr_number": 46161, "similarity": 0.671, - "content_similarity": 0.585, + "content_similarity": 0.586, "size_similarity": 0.747, "breadth_similarity": 1.0, "concentration_similarity": 0.985, @@ -2470,7 +1862,7 @@ { "left_pr_number": 42668, "right_pr_number": 45627, - "similarity": 0.657, + "similarity": 0.658, "content_similarity": 0.8, "size_similarity": 0.189, "breadth_similarity": 0.216, @@ -2491,7 +1883,7 @@ "left_pr_number": 42668, "right_pr_number": 46161, "similarity": 0.569, - "content_similarity": 0.661, + "content_similarity": 0.662, "size_similarity": 0.253, "breadth_similarity": 0.216, "concentration_similarity": 0.937, @@ -2510,8 +1902,8 @@ { "left_pr_number": 41606, "right_pr_number": 45422, - "similarity": 0.512, - "content_similarity": 0.44, + "similarity": 0.503, + "content_similarity": 0.427, "size_similarity": 0.569, "breadth_similarity": 0.75, "concentration_similarity": 0.881, @@ -2528,8 +1920,8 @@ { "left_pr_number": 44543, "right_pr_number": 45422, - "similarity": 0.495, - "content_similarity": 0.472, + "similarity": 0.486, + "content_similarity": 0.459, "size_similarity": 0.331, "breadth_similarity": 0.75, "concentration_similarity": 0.802, @@ -2546,8 +1938,8 @@ { "left_pr_number": 44543, "right_pr_number": 46161, - "similarity": 0.377, - "content_similarity": 0.205, + "similarity": 0.379, + "content_similarity": 0.209, "size_similarity": 0.566, "breadth_similarity": 1.0, "concentration_similarity": 0.97, @@ -2563,8 +1955,8 @@ { "left_pr_number": 41606, "right_pr_number": 46161, - "similarity": 0.359, - "content_similarity": 0.111, + "similarity": 0.36, + "content_similarity": 0.112, "size_similarity": 0.971, "breadth_similarity": 1.0, "concentration_similarity": 0.712, @@ -2580,8 +1972,8 @@ { "left_pr_number": 44543, "right_pr_number": 45627, - "similarity": 0.35, - "content_similarity": 0.196, + "similarity": 0.352, + "content_similarity": 0.199, "size_similarity": 0.423, "breadth_similarity": 1.0, "concentration_similarity": 0.985, @@ -2597,8 +1989,8 @@ { "left_pr_number": 42668, "right_pr_number": 44543, - "similarity": 0.341, - "content_similarity": 0.292, + "similarity": 0.343, + "content_similarity": 0.295, "size_similarity": 0.446, "breadth_similarity": 0.216, "concentration_similarity": 0.967, @@ -2615,8 +2007,8 @@ { "left_pr_number": 41606, "right_pr_number": 45627, - "similarity": 0.317, - "content_similarity": 0.105, + "similarity": 0.318, + "content_similarity": 0.107, "size_similarity": 0.725, "breadth_similarity": 1.0, "concentration_similarity": 0.697, @@ -2632,8 +2024,8 @@ { "left_pr_number": 45422, "right_pr_number": 45627, - "similarity": 0.301, - "content_similarity": 0.097, + "similarity": 0.3, + "content_similarity": 0.095, "size_similarity": 0.784, "breadth_similarity": 0.75, "concentration_similarity": 0.816, @@ -2649,8 +2041,8 @@ { "left_pr_number": 45422, "right_pr_number": 46161, - "similarity": 0.276, - "content_similarity": 0.102, + "similarity": 0.275, + "content_similarity": 0.1, "size_similarity": 0.586, "breadth_similarity": 0.75, "concentration_similarity": 0.831, @@ -2666,8 +2058,8 @@ { "left_pr_number": 41606, "right_pr_number": 42668, - "similarity": 0.268, - "content_similarity": 0.25, + "similarity": 0.269, + "content_similarity": 0.252, "size_similarity": 0.26, "breadth_similarity": 0.216, "concentration_similarity": 0.649, @@ -2684,8 +2076,8 @@ { "left_pr_number": 42668, "right_pr_number": 45422, - "similarity": 0.2, - "content_similarity": 0.156, + "similarity": 0.198, + "content_similarity": 0.152, "size_similarity": 0.148, "breadth_similarity": 0.307, "concentration_similarity": 0.768, @@ -2711,7 +2103,7 @@ 46696 ], "representative_pr_number": 43549, - "average_similarity": 0.497, + "average_similarity": 0.496, "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.", "shared_filenames": [ "src/transformers/modeling_flash_attention_utils.py" @@ -2741,356 +2133,142 @@ "left_pr_number": 41097, "right_pr_number": 43549, "similarity": 0.54, - "content_similarity": 0.429, + "content_similarity": 0.428, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43549, - "right_pr_number": 46696, - "similarity": 0.511, - "content_similarity": 0.373, - "size_similarity": 0.667, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44547, - "right_pr_number": 46013, - "similarity": 0.503, - "content_similarity": 0.291, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41097, - "right_pr_number": 46696, - "similarity": 0.448, - "content_similarity": 0.34, - "size_similarity": 0.4, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 46013, - "right_pr_number": 46696, - "similarity": 0.437, - "content_similarity": 0.324, - "size_similarity": 0.4, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41097, - "right_pr_number": 46013, - "similarity": 0.435, - "content_similarity": 0.373, - "size_similarity": 0.16, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43549, - "right_pr_number": 44547, - "similarity": 0.424, - "content_similarity": 0.334, - "size_similarity": 0.267, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44547, - "right_pr_number": 46696, - "similarity": 0.396, - "content_similarity": 0.265, - "size_similarity": 0.4, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41097, - "right_pr_number": 44547, - "similarity": 0.388, - "content_similarity": 0.305, - "size_similarity": 0.16, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-32189-5", - "pr_numbers": [ - 32189, - 42655, - 46124, - 46735, - 46790 - ], - "representative_pr_number": 46790, - "average_similarity": 0.398, - "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #46790.", - "shared_filenames": [ - "src/transformers/generation/candidate_generator.py", - "tests/generation/test_utils.py", - "src/transformers/generation/utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src", - "tests/generation", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 46124, - "right_pr_number": 46790, - "similarity": 0.576, - "content_similarity": 0.416, - "size_similarity": 0.933, - "breadth_similarity": 1.0, - "concentration_similarity": 0.883, - "shared_filenames": [ - "src/transformers/generation/candidate_generator.py", - "tests/generation/test_utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "tests/generation", - "src", - "tests" - ] - }, - { - "left_pr_number": 46735, - "right_pr_number": 46790, - "similarity": 0.505, - "content_similarity": 0.402, - "size_similarity": 0.5, - "breadth_similarity": 1.0, - "concentration_similarity": 0.967, - "shared_filenames": [ - "tests/generation/test_utils.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "tests/generation", - "src", - "tests" + "src" ] }, { - "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": 43549, + "right_pr_number": 46696, + "similarity": 0.51, + "content_similarity": 0.372, + "size_similarity": 0.667, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/candidate_generator.py", - "src/transformers/generation/utils.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 42655, - "right_pr_number": 46124, - "similarity": 0.4, - "content_similarity": 0.45, - "size_similarity": 0.038, - "breadth_similarity": 0.417, - "concentration_similarity": 0.753, + "left_pr_number": 44547, + "right_pr_number": 46013, + "similarity": 0.503, + "content_similarity": 0.29, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/candidate_generator.py", - "tests/generation/test_utils.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "tests/generation", - "src", - "tests" + "src" ] }, { - "left_pr_number": 32189, - "right_pr_number": 46124, - "similarity": 0.385, - "content_similarity": 0.338, - "size_similarity": 0.165, - "breadth_similarity": 0.833, - "concentration_similarity": 0.815, + "left_pr_number": 41097, + "right_pr_number": 46696, + "similarity": 0.448, + "content_similarity": 0.34, + "size_similarity": 0.4, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/candidate_generator.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 46124, - "right_pr_number": 46735, - "similarity": 0.381, - "content_similarity": 0.236, - "size_similarity": 0.467, + "left_pr_number": 46013, + "right_pr_number": 46696, + "similarity": 0.436, + "content_similarity": 0.324, + "size_similarity": 0.4, "breadth_similarity": 1.0, - "concentration_similarity": 0.917, + "concentration_similarity": 1.0, "shared_filenames": [ - "tests/generation/test_utils.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "tests/generation", - "src", - "tests" + "src" ] }, { - "left_pr_number": 42655, - "right_pr_number": 46790, - "similarity": 0.369, - "content_similarity": 0.397, - "size_similarity": 0.041, - "breadth_similarity": 0.417, - "concentration_similarity": 0.87, + "left_pr_number": 41097, + "right_pr_number": 46013, + "similarity": 0.435, + "content_similarity": 0.373, + "size_similarity": 0.16, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/candidate_generator.py", - "tests/generation/test_utils.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "tests/generation", - "src", - "tests" + "src" ] }, { - "left_pr_number": 42655, - "right_pr_number": 46735, - "similarity": 0.318, - "content_similarity": 0.318, - "size_similarity": 0.082, - "breadth_similarity": 0.417, - "concentration_similarity": 0.837, + "left_pr_number": 43549, + "right_pr_number": 44547, + "similarity": 0.423, + "content_similarity": 0.334, + "size_similarity": 0.267, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py", - "tests/generation/test_utils.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", - "tests/generation", - "src", - "tests" + "src" ] }, { - "left_pr_number": 32189, - "right_pr_number": 46790, - "similarity": 0.298, - "content_similarity": 0.219, - "size_similarity": 0.176, - "breadth_similarity": 0.833, - "concentration_similarity": 0.698, + "left_pr_number": 44547, + "right_pr_number": 46696, + "similarity": 0.395, + "content_similarity": 0.264, + "size_similarity": 0.4, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/candidate_generator.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 32189, - "right_pr_number": 46735, - "similarity": 0.292, - "content_similarity": 0.17, - "size_similarity": 0.353, - "breadth_similarity": 0.833, - "concentration_similarity": 0.731, + "left_pr_number": 41097, + "right_pr_number": 44547, + "similarity": 0.387, + "content_similarity": 0.304, + "size_similarity": 0.16, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] @@ -3127,7 +2305,7 @@ "left_pr_number": 42975, "right_pr_number": 46564, "similarity": 0.668, - "content_similarity": 0.706, + "content_similarity": 0.705, "size_similarity": 0.202, "breadth_similarity": 0.939, "concentration_similarity": 1.0, @@ -3151,7 +2329,7 @@ { "left_pr_number": 42975, "right_pr_number": 45077, - "similarity": 0.66, + "similarity": 0.659, "content_similarity": 0.595, "size_similarity": 0.731, "breadth_similarity": 0.833, @@ -3176,8 +2354,8 @@ { "left_pr_number": 42976, "right_pr_number": 46564, - "similarity": 0.564, - "content_similarity": 0.538, + "similarity": 0.563, + "content_similarity": 0.537, "size_similarity": 0.5, "breadth_similarity": 0.621, "concentration_similarity": 1.0, @@ -3199,7 +2377,7 @@ "left_pr_number": 45077, "right_pr_number": 46564, "similarity": 0.477, - "content_similarity": 0.453, + "content_similarity": 0.452, "size_similarity": 0.147, "breadth_similarity": 0.879, "concentration_similarity": 1.0, @@ -3223,8 +2401,8 @@ { "left_pr_number": 42976, "right_pr_number": 45077, - "similarity": 0.472, - "content_similarity": 0.493, + "similarity": 0.471, + "content_similarity": 0.492, "size_similarity": 0.074, "breadth_similarity": 0.659, "concentration_similarity": 1.0, @@ -3243,7 +2421,7 @@ { "left_pr_number": 42975, "right_pr_number": 42976, - "similarity": 0.395, + "similarity": 0.394, "content_similarity": 0.384, "size_similarity": 0.101, "breadth_similarity": 0.606, @@ -3273,7 +2451,7 @@ 45985 ], "representative_pr_number": 45985, - "average_similarity": 0.495, + "average_similarity": 0.491, "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", "shared_filenames": [ "src/transformers/generation/utils.py" @@ -3287,8 +2465,8 @@ { "left_pr_number": 34667, "right_pr_number": 45985, - "similarity": 0.589, - "content_similarity": 0.469, + "similarity": 0.584, + "content_similarity": 0.463, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3304,8 +2482,8 @@ { "left_pr_number": 39683, "right_pr_number": 45985, - "similarity": 0.587, - "content_similarity": 0.484, + "similarity": 0.582, + "content_similarity": 0.478, "size_similarity": 0.652, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3321,8 +2499,8 @@ { "left_pr_number": 34667, "right_pr_number": 39683, - "similarity": 0.516, - "content_similarity": 0.42, + "similarity": 0.511, + "content_similarity": 0.414, "size_similarity": 0.478, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3338,8 +2516,8 @@ { "left_pr_number": 44872, "right_pr_number": 45985, - "similarity": 0.448, - "content_similarity": 0.383, + "similarity": 0.444, + "content_similarity": 0.377, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3355,8 +2533,8 @@ { "left_pr_number": 34667, "right_pr_number": 44872, - "similarity": 0.424, - "content_similarity": 0.332, + "similarity": 0.419, + "content_similarity": 0.326, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3372,8 +2550,8 @@ { "left_pr_number": 39683, "right_pr_number": 44872, - "similarity": 0.41, - "content_similarity": 0.343, + "similarity": 0.406, + "content_similarity": 0.337, "size_similarity": 0.13, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3397,7 +2575,7 @@ 46642 ], "representative_pr_number": 45438, - "average_similarity": 0.48, + "average_similarity": 0.481, "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", @@ -3448,8 +2626,8 @@ { "left_pr_number": 45294, "right_pr_number": 45883, - "similarity": 0.543, - "content_similarity": 0.465, + "similarity": 0.544, + "content_similarity": 0.466, "size_similarity": 0.933, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -3467,8 +2645,8 @@ { "left_pr_number": 45438, "right_pr_number": 45883, - "similarity": 0.54, - "content_similarity": 0.575, + "similarity": 0.542, + "content_similarity": 0.579, "size_similarity": 0.392, "breadth_similarity": 0.325, "concentration_similarity": 0.92, @@ -3486,8 +2664,8 @@ { "left_pr_number": 45438, "right_pr_number": 46642, - "similarity": 0.411, - "content_similarity": 0.293, + "similarity": 0.412, + "content_similarity": 0.295, "size_similarity": 0.759, "breadth_similarity": 0.65, "concentration_similarity": 0.529, @@ -3507,8 +2685,8 @@ { "left_pr_number": 45294, "right_pr_number": 46642, - "similarity": 0.333, - "content_similarity": 0.276, + "similarity": 0.334, + "content_similarity": 0.277, "size_similarity": 0.318, "breadth_similarity": 0.65, "concentration_similarity": 0.54, @@ -3528,8 +2706,8 @@ { "left_pr_number": 45883, "right_pr_number": 46642, - "similarity": 0.303, - "content_similarity": 0.308, + "similarity": 0.304, + "content_similarity": 0.31, "size_similarity": 0.297, "breadth_similarity": 0.2, "concentration_similarity": 0.448, @@ -3538,7 +2716,138 @@ "src/transformers/models/gemma4/modular_gemma4.py" ], "shared_directories": [ - "src/transformers/models/gemma4", + "src/transformers/models/gemma4", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-43911-4", + "pr_numbers": [ + 43911, + 45293, + 46580, + 46816 + ], + "representative_pr_number": 46816, + "average_similarity": 0.478, + "summary": "4 open PRs share weighted file overlap around `src/transformers/models/auto/tokenization_auto.py`; representative PR #46816.", + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46580, + "right_pr_number": 46816, + "similarity": 0.658, + "content_similarity": 0.657, + "size_similarity": 0.321, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43911, + "right_pr_number": 46816, + "similarity": 0.607, + "content_similarity": 0.63, + "size_similarity": 0.111, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45293, + "right_pr_number": 46580, + "similarity": 0.548, + "content_similarity": 0.505, + "size_similarity": 0.714, + "breadth_similarity": 0.5, + "concentration_similarity": 0.75, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45293, + "right_pr_number": 46816, + "similarity": 0.493, + "content_similarity": 0.483, + "size_similarity": 0.45, + "breadth_similarity": 0.5, + "concentration_similarity": 0.75, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43911, + "right_pr_number": 46580, + "similarity": 0.342, + "content_similarity": 0.267, + "size_similarity": 0.036, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43911, + "right_pr_number": 45293, + "similarity": 0.221, + "content_similarity": 0.18, + "size_similarity": 0.05, + "breadth_similarity": 0.5, + "concentration_similarity": 0.75, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", "src/transformers/models", "src/transformers", "src" @@ -3547,118 +2856,134 @@ ] }, { - "cluster_id": "pr-scope-45548-4", + "cluster_id": "pr-scope-45679-4", "pr_numbers": [ - 45548, - 45649, - 45655, - 46749 + 45679, + 45682, + 46442, + 46766 ], - "representative_pr_number": 45649, - "average_similarity": 0.396, - "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", + "representative_pr_number": 45682, + "average_similarity": 0.367, + "summary": "4 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.", "shared_filenames": [ - "src/transformers/modeling_utils.py" + "tests/peft_integration/test_peft_integration.py", + "src/transformers/integrations/peft.py" ], "shared_directories": [ + "tests/peft_integration", + "tests", + "src/transformers/integrations", "src/transformers", "src" ], "pairwise": [ { - "left_pr_number": 45548, - "right_pr_number": 45649, - "similarity": 0.517, - "content_similarity": 0.528, - "size_similarity": 0.149, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, + "left_pr_number": 45682, + "right_pr_number": 46442, + "similarity": 0.604, + "content_similarity": 0.67, + "size_similarity": 0.435, + "breadth_similarity": 0.31, + "concentration_similarity": 0.773, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "src/transformers/integrations/peft.py", + "tests/peft_integration/test_peft_integration.py" ], "shared_directories": [ + "src/transformers/integrations", "src/transformers", - "src" + "tests/peft_integration", + "src", + "tests" ] }, { - "left_pr_number": 45649, - "right_pr_number": 45655, - "similarity": 0.508, - "content_similarity": 0.345, - "size_similarity": 0.778, + "left_pr_number": 45682, + "right_pr_number": 46766, + "similarity": 0.467, + "content_similarity": 0.435, + "size_similarity": 0.134, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.849, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "src/transformers/integrations/peft.py", + "tests/peft_integration/test_peft_integration.py" ], "shared_directories": [ + "src/transformers/integrations", "src/transformers", - "src" + "tests/peft_integration", + "src", + "tests" ] }, { - "left_pr_number": 45548, - "right_pr_number": 46749, - "similarity": 0.377, - "content_similarity": 0.3, - "size_similarity": 0.404, - "breadth_similarity": 0.75, - "concentration_similarity": 0.632, + "left_pr_number": 45679, + "right_pr_number": 46766, + "similarity": 0.423, + "content_similarity": 0.439, + "size_similarity": 0.143, + "breadth_similarity": 0.5, + "concentration_similarity": 0.893, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "tests/peft_integration/test_peft_integration.py" ], "shared_directories": [ - "src/transformers", - "src" + "tests/peft_integration", + "tests" ] }, { - "left_pr_number": 45548, - "right_pr_number": 45655, - "similarity": 0.358, - "content_similarity": 0.292, - "size_similarity": 0.191, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, + "left_pr_number": 46442, + "right_pr_number": 46766, + "similarity": 0.279, + "content_similarity": 0.276, + "size_similarity": 0.058, + "breadth_similarity": 0.31, + "concentration_similarity": 0.924, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "src/transformers/integrations/peft.py", + "tests/peft_integration/test_peft_integration.py" ], "shared_directories": [ + "src/transformers/integrations", "src/transformers", - "src" + "tests/peft_integration", + "src", + "tests" ] }, { - "left_pr_number": 45649, - "right_pr_number": 46749, - "similarity": 0.314, - "content_similarity": 0.253, - "size_similarity": 0.368, + "left_pr_number": 45679, + "right_pr_number": 45682, + "similarity": 0.271, + "content_similarity": 0.258, + "size_similarity": 0.019, "breadth_similarity": 0.5, - "concentration_similarity": 0.632, + "concentration_similarity": 0.742, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "tests/peft_integration/test_peft_integration.py" ], "shared_directories": [ - "src/transformers", - "src" + "tests/peft_integration", + "tests" ] }, { - "left_pr_number": 45655, - "right_pr_number": 46749, - "similarity": 0.302, - "content_similarity": 0.213, - "size_similarity": 0.474, - "breadth_similarity": 0.5, - "concentration_similarity": 0.632, + "left_pr_number": 45679, + "right_pr_number": 46442, + "similarity": 0.156, + "content_similarity": 0.129, + "size_similarity": 0.008, + "breadth_similarity": 0.155, + "concentration_similarity": 0.969, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "tests/peft_integration/test_peft_integration.py" ], "shared_directories": [ - "src/transformers", - "src" + "tests/peft_integration", + "tests" ] } ] @@ -3757,9 +3082,9 @@ "src/transformers/models/vit_mae/modeling_vit_mae.py", "src/transformers/models/vit_mae/modular_vit_mae.py", "src/transformers/models/aimv2/modeling_aimv2.py", - "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py", "src/transformers/models/deimv2/modeling_deimv2.py", "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py", + "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py", "src/transformers/models/d_fine/modeling_d_fine.py", "src/transformers/models/rt_detr/modeling_rt_detr.py" ], @@ -3822,200 +3147,52 @@ "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py", "src/transformers/models/rt_detr/modeling_rt_detr.py", "src/transformers/models/rt_detr_v2/modeling_rt_detr_v2.py", - "src/transformers/models/vit_mae/modeling_vit_mae.py", - "src/transformers/models/vit_mae/modular_vit_mae.py" - ], - "shared_directories": [ - "src/transformers/models/aimv2", - "src/transformers/models/d_fine", - "src/transformers/models/deimv2", - "src/transformers/models/pp_doclayout_v2", - "src/transformers/models/pp_doclayout_v3", - "src/transformers/models/rt_detr", - "src/transformers/models/rt_detr_v2", - "src/transformers/models/vit_mae", - "src/transformers/models", - "src/transformers" - ] - }, - { - "left_pr_number": 45932, - "right_pr_number": 46174, - "similarity": 0.591, - "content_similarity": 0.628, - "size_similarity": 0.248, - "breadth_similarity": 0.679, - "concentration_similarity": 0.916, - "shared_filenames": [ - "src/transformers/models/aimv2/modeling_aimv2.py", - "src/transformers/models/d_fine/modeling_d_fine.py", - "src/transformers/models/deimv2/modeling_deimv2.py", - "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py", - "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py", - "src/transformers/models/rt_detr/modeling_rt_detr.py", - "src/transformers/models/rt_detr_v2/modeling_rt_detr_v2.py", - "src/transformers/models/vit_mae/modeling_vit_mae.py", - "src/transformers/models/vit_mae/modular_vit_mae.py" - ], - "shared_directories": [ - "src/transformers/models/aimv2", - "src/transformers/models/d_fine", - "src/transformers/models/deimv2", - "src/transformers/models/pp_doclayout_v2", - "src/transformers/models/pp_doclayout_v3", - "src/transformers/models/rt_detr", - "src/transformers/models/rt_detr_v2", - "src/transformers/models/vit_mae", - "src/transformers/models", - "src/transformers" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44893-3", - "pr_numbers": [ - 44893, - 46173, - 46474 - ], - "representative_pr_number": 46173, - "average_similarity": 0.592, - "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #46173.", - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44893, - "right_pr_number": 46173, - "similarity": 0.748, - "content_similarity": 0.807, - "size_similarity": 0.222, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 46173, - "right_pr_number": 46474, - "similarity": 0.606, - "content_similarity": 0.437, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44893, - "right_pr_number": 46474, - "similarity": 0.423, - "content_similarity": 0.342, - "size_similarity": 0.222, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44940-3", - "pr_numbers": [ - 44940, - 46207, - 46632 - ], - "representative_pr_number": 46632, - "average_similarity": 0.574, - "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #46632.", - "shared_filenames": [ - "tests/utils/test_modeling_utils.py", - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "tests/utils", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46207, - "right_pr_number": 46632, - "similarity": 0.626, - "content_similarity": 0.54, - "size_similarity": 0.673, - "breadth_similarity": 1.0, - "concentration_similarity": 0.935, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 44940, - "right_pr_number": 46632, - "similarity": 0.554, - "content_similarity": 0.512, - "size_similarity": 0.446, - "breadth_similarity": 0.833, - "concentration_similarity": 0.903, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" + "src/transformers/models/vit_mae/modeling_vit_mae.py", + "src/transformers/models/vit_mae/modular_vit_mae.py" ], "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" + "src/transformers/models/aimv2", + "src/transformers/models/d_fine", + "src/transformers/models/deimv2", + "src/transformers/models/pp_doclayout_v2", + "src/transformers/models/pp_doclayout_v3", + "src/transformers/models/rt_detr", + "src/transformers/models/rt_detr_v2", + "src/transformers/models/vit_mae", + "src/transformers/models", + "src/transformers" ] }, { - "left_pr_number": 44940, - "right_pr_number": 46207, - "similarity": 0.542, - "content_similarity": 0.453, - "size_similarity": 0.662, - "breadth_similarity": 0.833, - "concentration_similarity": 0.839, + "left_pr_number": 45932, + "right_pr_number": 46174, + "similarity": 0.59, + "content_similarity": 0.627, + "size_similarity": 0.248, + "breadth_similarity": 0.679, + "concentration_similarity": 0.916, "shared_filenames": [ - "src/transformers/modeling_utils.py", - "tests/utils/test_modeling_utils.py" + "src/transformers/models/aimv2/modeling_aimv2.py", + "src/transformers/models/d_fine/modeling_d_fine.py", + "src/transformers/models/deimv2/modeling_deimv2.py", + "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py", + "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py", + "src/transformers/models/rt_detr/modeling_rt_detr.py", + "src/transformers/models/rt_detr_v2/modeling_rt_detr_v2.py", + "src/transformers/models/vit_mae/modeling_vit_mae.py", + "src/transformers/models/vit_mae/modular_vit_mae.py" ], "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" + "src/transformers/models/aimv2", + "src/transformers/models/d_fine", + "src/transformers/models/deimv2", + "src/transformers/models/pp_doclayout_v2", + "src/transformers/models/pp_doclayout_v3", + "src/transformers/models/rt_detr", + "src/transformers/models/rt_detr_v2", + "src/transformers/models/vit_mae", + "src/transformers/models", + "src/transformers" ] } ] @@ -4057,7 +3234,7 @@ { "left_pr_number": 41441, "right_pr_number": 46364, - "similarity": 0.655, + "similarity": 0.654, "content_similarity": 0.506, "size_similarity": 1.0, "breadth_similarity": 1.0, @@ -4096,7 +3273,7 @@ 44676 ], "representative_pr_number": 44059, - "average_similarity": 0.568, + "average_similarity": 0.567, "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" @@ -4111,7 +3288,7 @@ { "left_pr_number": 44059, "right_pr_number": 44676, - "similarity": 0.679, + "similarity": 0.678, "content_similarity": 0.742, "size_similarity": 0.062, "breadth_similarity": 1.0, @@ -4129,7 +3306,7 @@ { "left_pr_number": 44015, "right_pr_number": 44059, - "similarity": 0.612, + "similarity": 0.611, "content_similarity": 0.675, "size_similarity": 0.543, "breadth_similarity": 0.333, @@ -4147,8 +3324,8 @@ { "left_pr_number": 44015, "right_pr_number": 44676, - "similarity": 0.413, - "content_similarity": 0.5, + "similarity": 0.412, + "content_similarity": 0.499, "size_similarity": 0.034, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -4247,16 +3424,16 @@ 46196 ], "representative_pr_number": 44114, - "average_similarity": 0.529, - "summary": "3 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/wavlm/modeling_wavlm.py`, `src/transformers/models/hubert/modeling_hubert.py`; representative PR #44114.", + "average_similarity": 0.528, + "summary": "3 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/unispeech/modeling_unispeech.py`; representative PR #44114.", "shared_filenames": [ "src/transformers/models/data2vec/modeling_data2vec_audio.py", - "src/transformers/models/wavlm/modeling_wavlm.py", "src/transformers/models/hubert/modeling_hubert.py", "src/transformers/models/unispeech/modeling_unispeech.py", "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", "src/transformers/models/wav2vec2/modeling_wav2vec2.py", "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", + "src/transformers/models/wavlm/modeling_wavlm.py", "src/transformers/models/sew_d/modeling_sew_d.py" ], "shared_directories": [ @@ -4273,8 +3450,8 @@ { "left_pr_number": 44114, "right_pr_number": 46196, - "similarity": 0.683, - "content_similarity": 0.708, + "similarity": 0.682, + "content_similarity": 0.707, "size_similarity": 0.478, "breadth_similarity": 0.659, "concentration_similarity": 0.993, @@ -4306,8 +3483,8 @@ { "left_pr_number": 44114, "right_pr_number": 45720, - "similarity": 0.505, - "content_similarity": 0.428, + "similarity": 0.504, + "content_similarity": 0.427, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, @@ -4339,8 +3516,8 @@ { "left_pr_number": 45720, "right_pr_number": 46196, - "similarity": 0.399, - "content_similarity": 0.329, + "similarity": 0.398, + "content_similarity": 0.327, "size_similarity": 0.263, "breadth_similarity": 0.798, "concentration_similarity": 0.994, @@ -4371,74 +3548,6 @@ } ] }, - { - "cluster_id": "pr-scope-46757-3", - "pr_numbers": [ - 46757, - 46788, - 46802 - ], - "representative_pr_number": 46802, - "average_similarity": 0.479, - "summary": "3 open PRs share weighted file overlap around `src/transformers/masking_utils.py`; representative PR #46802.", - "shared_filenames": [ - "src/transformers/masking_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46757, - "right_pr_number": 46802, - "similarity": 0.677, - "content_similarity": 0.646, - "size_similarity": 1.0, - "breadth_similarity": 0.5, - "concentration_similarity": 0.5, - "shared_filenames": [ - "src/transformers/masking_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 46788, - "right_pr_number": 46802, - "similarity": 0.469, - "content_similarity": 0.375, - "size_similarity": 0.375, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/masking_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 46757, - "right_pr_number": 46788, - "similarity": 0.292, - "content_similarity": 0.229, - "size_similarity": 0.375, - "breadth_similarity": 0.5, - "concentration_similarity": 0.5, - "shared_filenames": [ - "src/transformers/masking_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-44385-3", "pr_numbers": [ @@ -4447,7 +3556,7 @@ 46152 ], "representative_pr_number": 44615, - "average_similarity": 0.475, + "average_similarity": 0.474, "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.", "shared_filenames": [ "src/transformers/utils/import_utils.py" @@ -4461,8 +3570,8 @@ { "left_pr_number": 44615, "right_pr_number": 46152, - "similarity": 0.623, - "content_similarity": 0.55, + "similarity": 0.622, + "content_similarity": 0.549, "size_similarity": 0.583, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4478,8 +3587,8 @@ { "left_pr_number": 44385, "right_pr_number": 44615, - "similarity": 0.409, - "content_similarity": 0.338, + "similarity": 0.408, + "content_similarity": 0.337, "size_similarity": 0.371, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -4495,8 +3604,8 @@ { "left_pr_number": 44385, "right_pr_number": 46152, - "similarity": 0.394, - "content_similarity": 0.35, + "similarity": 0.393, + "content_similarity": 0.348, "size_similarity": 0.217, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -4534,7 +3643,7 @@ "left_pr_number": 43656, "right_pr_number": 43842, "similarity": 0.576, - "content_similarity": 0.562, + "content_similarity": 0.561, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4625,8 +3734,8 @@ { "left_pr_number": 34925, "right_pr_number": 46734, - "similarity": 0.464, - "content_similarity": 0.446, + "similarity": 0.463, + "content_similarity": 0.445, "size_similarity": 0.158, "breadth_similarity": 0.833, "concentration_similarity": 0.89, @@ -4644,8 +3753,8 @@ { "left_pr_number": 45917, "right_pr_number": 46734, - "similarity": 0.445, - "content_similarity": 0.382, + "similarity": 0.444, + "content_similarity": 0.381, "size_similarity": 0.404, "breadth_similarity": 0.833, "concentration_similarity": 0.67, @@ -4662,159 +3771,297 @@ ] }, { - "cluster_id": "pr-scope-45682-3", + "cluster_id": "pr-scope-45548-3", "pr_numbers": [ - 45682, - 46442, - 46766 + 45548, + 45649, + 45655 + ], + "representative_pr_number": 45649, + "average_similarity": 0.463, + "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", + "shared_filenames": [ + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45548, + "right_pr_number": 45649, + "similarity": 0.518, + "content_similarity": 0.53, + "size_similarity": 0.149, + "breadth_similarity": 0.75, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45649, + "right_pr_number": 45655, + "similarity": 0.51, + "content_similarity": 0.348, + "size_similarity": 0.778, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45548, + "right_pr_number": 45655, + "similarity": 0.36, + "content_similarity": 0.295, + "size_similarity": 0.191, + "breadth_similarity": 0.75, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-45709-3", + "pr_numbers": [ + 45709, + 45742, + 46211 + ], + "representative_pr_number": 45742, + "average_similarity": 0.419, + "summary": "3 open PRs share weighted file overlap around `tests/models/llama/test_modeling_llama.py`, `src/transformers/models/llama/configuration_llama.py`, `src/transformers/models/llama/modeling_llama.py`; representative PR #45742.", + "shared_filenames": [ + "tests/models/llama/test_modeling_llama.py", + "src/transformers/models/llama/configuration_llama.py", + "src/transformers/models/llama/modeling_llama.py" + ], + "shared_directories": [ + "src/transformers/models/llama", + "src/transformers/models", + "src/transformers", + "src", + "tests/models/llama", + "tests/models", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 45742, + "right_pr_number": 46211, + "similarity": 0.56, + "content_similarity": 0.497, + "size_similarity": 0.963, + "breadth_similarity": 0.25, + "concentration_similarity": 0.852, + "shared_filenames": [ + "src/transformers/models/llama/configuration_llama.py", + "tests/models/llama/test_modeling_llama.py" + ], + "shared_directories": [ + "src/transformers/models/llama", + "src/transformers/models", + "tests/models/llama", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45709, + "right_pr_number": 45742, + "similarity": 0.501, + "content_similarity": 0.377, + "size_similarity": 0.782, + "breadth_similarity": 0.833, + "concentration_similarity": 0.72, + "shared_filenames": [ + "src/transformers/models/llama/modeling_llama.py" + ], + "shared_directories": [ + "src/transformers/models/llama", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45709, + "right_pr_number": 46211, + "similarity": 0.195, + "content_similarity": 0.048, + "size_similarity": 0.753, + "breadth_similarity": 0.2, + "concentration_similarity": 0.571, + "shared_filenames": [], + "shared_directories": [ + "src/transformers/models/llama", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-32189-3", + "pr_numbers": [ + 32189, + 42655, + 46124 ], - "representative_pr_number": 45682, - "average_similarity": 0.45, - "summary": "3 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.", + "representative_pr_number": 42655, + "average_similarity": 0.416, + "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #42655.", "shared_filenames": [ - "tests/peft_integration/test_peft_integration.py", - "src/transformers/integrations/peft.py" + "src/transformers/generation/candidate_generator.py", + "tests/generation/test_utils.py", + "src/transformers/generation/utils.py" ], "shared_directories": [ - "src/transformers/integrations", - "tests/peft_integration", + "src/transformers/generation", "src/transformers", - "tests", - "src" + "src", + "tests/generation", + "tests" ], "pairwise": [ { - "left_pr_number": 45682, - "right_pr_number": 46442, - "similarity": 0.604, - "content_similarity": 0.67, - "size_similarity": 0.435, - "breadth_similarity": 0.31, - "concentration_similarity": 0.773, + "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/integrations/peft.py", - "tests/peft_integration/test_peft_integration.py" + "src/transformers/generation/candidate_generator.py", + "src/transformers/generation/utils.py" ], "shared_directories": [ - "src/transformers/integrations", + "src/transformers/generation", "src/transformers", - "tests/peft_integration", - "src", - "tests" + "src" ] }, { - "left_pr_number": 45682, - "right_pr_number": 46766, - "similarity": 0.467, - "content_similarity": 0.435, - "size_similarity": 0.134, - "breadth_similarity": 1.0, - "concentration_similarity": 0.849, + "left_pr_number": 42655, + "right_pr_number": 46124, + "similarity": 0.403, + "content_similarity": 0.455, + "size_similarity": 0.038, + "breadth_similarity": 0.417, + "concentration_similarity": 0.753, "shared_filenames": [ - "src/transformers/integrations/peft.py", - "tests/peft_integration/test_peft_integration.py" + "src/transformers/generation/candidate_generator.py", + "tests/generation/test_utils.py" ], "shared_directories": [ - "src/transformers/integrations", + "src/transformers/generation", "src/transformers", - "tests/peft_integration", + "tests/generation", "src", "tests" ] }, { - "left_pr_number": 46442, - "right_pr_number": 46766, - "similarity": 0.279, - "content_similarity": 0.276, - "size_similarity": 0.058, - "breadth_similarity": 0.31, - "concentration_similarity": 0.924, + "left_pr_number": 32189, + "right_pr_number": 46124, + "similarity": 0.389, + "content_similarity": 0.343, + "size_similarity": 0.165, + "breadth_similarity": 0.833, + "concentration_similarity": 0.815, "shared_filenames": [ - "src/transformers/integrations/peft.py", - "tests/peft_integration/test_peft_integration.py" + "src/transformers/generation/candidate_generator.py" ], "shared_directories": [ - "src/transformers/integrations", + "src/transformers/generation", "src/transformers", - "tests/peft_integration", - "src", - "tests" + "src" ] } ] }, { - "cluster_id": "pr-scope-45293-3", + "cluster_id": "pr-scope-44606-3", "pr_numbers": [ - 45293, - 45317, - 46580 + 44606, + 45086, + 45317 ], - "representative_pr_number": 45293, - "average_similarity": 0.434, - "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 #45293.", + "representative_pr_number": 45086, + "average_similarity": 0.41, + "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #45086.", "shared_filenames": [ - "tests/models/auto/test_tokenization_auto.py", - "src/transformers/models/auto/tokenization_auto.py" + "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ "src/transformers", - "src", - "src/transformers/models/auto", - "tests/models/auto", - "src/transformers/models", - "tests/models", - "tests" + "src" ], "pairwise": [ { - "left_pr_number": 45293, - "right_pr_number": 46580, - "similarity": 0.558, - "content_similarity": 0.519, - "size_similarity": 0.714, + "left_pr_number": 45086, + "right_pr_number": 45317, + "similarity": 0.474, + "content_similarity": 0.503, + "size_similarity": 0.222, "breadth_similarity": 0.5, - "concentration_similarity": 0.75, + "concentration_similarity": 0.778, "shared_filenames": [ - "src/transformers/models/auto/tokenization_auto.py" + "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ - "src/transformers/models/auto", - "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 45293, - "right_pr_number": 45317, - "similarity": 0.505, - "content_similarity": 0.35, - "size_similarity": 0.741, + "left_pr_number": 44606, + "right_pr_number": 45086, + "similarity": 0.406, + "content_similarity": 0.318, + "size_similarity": 0.222, "breadth_similarity": 1.0, - "concentration_similarity": 0.972, + "concentration_similarity": 1.0, "shared_filenames": [ - "tests/models/auto/test_tokenization_auto.py" + "src/transformers/tokenization_utils_tokenizers.py" ], "shared_directories": [ - "tests/models/auto", "src/transformers", - "tests/models", - "src", - "tests" + "src" ] }, { - "left_pr_number": 45317, - "right_pr_number": 46580, - "similarity": 0.238, - "content_similarity": 0.007, - "size_similarity": 0.964, + "left_pr_number": 44606, + "right_pr_number": 45317, + "similarity": 0.351, + "content_similarity": 0.16, + "size_similarity": 1.0, "breadth_similarity": 0.5, "concentration_similarity": 0.778, - "shared_filenames": [], + "shared_filenames": [ + "src/transformers/tokenization_utils_tokenizers.py" + ], "shared_directories": [ "src/transformers", "src" @@ -4823,81 +4070,104 @@ ] }, { - "cluster_id": "pr-scope-45709-3", + "cluster_id": "pr-scope-45513-3", "pr_numbers": [ - 45709, - 45742, - 46211 + 45513, + 46148, + 46817 ], - "representative_pr_number": 45742, - "average_similarity": 0.419, - "summary": "3 open PRs share weighted file overlap around `tests/models/llama/test_modeling_llama.py`, `src/transformers/models/llama/configuration_llama.py`, `src/transformers/models/llama/modeling_llama.py`; representative PR #45742.", + "representative_pr_number": 46148, + "average_similarity": 0.372, + "summary": "3 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py`, `src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py`; representative PR #46148.", "shared_filenames": [ - "tests/models/llama/test_modeling_llama.py", - "src/transformers/models/llama/configuration_llama.py", - "src/transformers/models/llama/modeling_llama.py" + "src/transformers/models/qwen3_next/modular_qwen3_next.py", + "src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py", + "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py", + "src/transformers/models/qwen3_next/modeling_qwen3_next.py", + "src/transformers/models/qwen3_5/modeling_qwen3_5.py", + "src/transformers/models/olmo_hybrid/modular_olmo_hybrid.py" ], "shared_directories": [ - "src/transformers/models/llama", + "src/transformers/models/olmo_hybrid", + "src/transformers/models/qwen3_5_moe", + "src/transformers/models/qwen3_next", + "src/transformers/models/qwen3_5", "src/transformers/models", "src/transformers", - "src", - "tests/models/llama", - "tests/models", - "tests" + "src" ], "pairwise": [ { - "left_pr_number": 45742, - "right_pr_number": 46211, - "similarity": 0.56, - "content_similarity": 0.497, - "size_similarity": 0.963, - "breadth_similarity": 0.25, - "concentration_similarity": 0.852, + "left_pr_number": 45513, + "right_pr_number": 46148, + "similarity": 0.379, + "content_similarity": 0.358, + "size_similarity": 0.229, + "breadth_similarity": 0.536, + "concentration_similarity": 0.812, "shared_filenames": [ - "src/transformers/models/llama/configuration_llama.py", - "tests/models/llama/test_modeling_llama.py" + "src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py", + "src/transformers/models/qwen3_5/modeling_qwen3_5.py", + "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py", + "src/transformers/models/qwen3_next/modeling_qwen3_next.py", + "src/transformers/models/qwen3_next/modular_qwen3_next.py" ], "shared_directories": [ - "src/transformers/models/llama", + "src/transformers/models/olmo_hybrid", + "src/transformers/models/qwen3_5", + "src/transformers/models/qwen3_5_moe", + "src/transformers/models/qwen3_next", "src/transformers/models", - "tests/models/llama", "src/transformers", - "tests/models", - "src", - "tests" + "src" ] }, { - "left_pr_number": 45709, - "right_pr_number": 45742, - "similarity": 0.501, - "content_similarity": 0.378, - "size_similarity": 0.782, - "breadth_similarity": 0.833, - "concentration_similarity": 0.72, + "left_pr_number": 46148, + "right_pr_number": 46817, + "similarity": 0.376, + "content_similarity": 0.324, + "size_similarity": 0.075, + "breadth_similarity": 0.917, + "concentration_similarity": 0.933, "shared_filenames": [ - "src/transformers/models/llama/modeling_llama.py" + "src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py", + "src/transformers/models/qwen3_5/modeling_qwen3_5.py", + "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py", + "src/transformers/models/qwen3_next/modeling_qwen3_next.py", + "src/transformers/models/qwen3_next/modular_qwen3_next.py" ], "shared_directories": [ - "src/transformers/models/llama", + "src/transformers/models/olmo_hybrid", + "src/transformers/models/qwen3_5", + "src/transformers/models/qwen3_5_moe", + "src/transformers/models/qwen3_next", "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 45709, - "right_pr_number": 46211, - "similarity": 0.196, - "content_similarity": 0.049, - "size_similarity": 0.753, - "breadth_similarity": 0.2, - "concentration_similarity": 0.571, - "shared_filenames": [], + "left_pr_number": 45513, + "right_pr_number": 46817, + "similarity": 0.359, + "content_similarity": 0.363, + "size_similarity": 0.017, + "breadth_similarity": 0.586, + "concentration_similarity": 0.879, + "shared_filenames": [ + "src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py", + "src/transformers/models/olmo_hybrid/modular_olmo_hybrid.py", + "src/transformers/models/qwen3_5/modeling_qwen3_5.py", + "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py", + "src/transformers/models/qwen3_next/modeling_qwen3_next.py", + "src/transformers/models/qwen3_next/modular_qwen3_next.py" + ], "shared_directories": [ - "src/transformers/models/llama", + "src/transformers/models/olmo_hybrid", + "src/transformers/models/qwen3_5", + "src/transformers/models/qwen3_5_moe", + "src/transformers/models/qwen3_next", "src/transformers/models", "src/transformers", "src" @@ -4913,7 +4183,7 @@ 44550 ], "representative_pr_number": 44550, - "average_similarity": 0.363, + "average_similarity": 0.364, "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", "shared_filenames": [], "shared_directories": [ @@ -4926,8 +4196,8 @@ { "left_pr_number": 33686, "right_pr_number": 44550, - "similarity": 0.385, - "content_similarity": 0.122, + "similarity": 0.387, + "content_similarity": 0.125, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4942,8 +4212,8 @@ { "left_pr_number": 44407, "right_pr_number": 44550, - "similarity": 0.357, - "content_similarity": 0.091, + "similarity": 0.358, + "content_similarity": 0.092, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4957,8 +4227,8 @@ { "left_pr_number": 33686, "right_pr_number": 44407, - "similarity": 0.348, - "content_similarity": 0.078, + "similarity": 0.349, + "content_similarity": 0.079, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5171,7 +4441,7 @@ 46267 ], "representative_pr_number": 45847, - "average_similarity": 0.861, + "average_similarity": 0.863, "summary": "2 open PRs share weighted file overlap around `docs/source/en/chat_response_parsing.md`, `src/transformers/models/gemma4/convert_gemma4_weights.py`, `src/transformers/pipelines/any_to_any.py`; representative PR #45847.", "shared_filenames": [ "docs/source/en/chat_response_parsing.md", @@ -5197,11 +4467,11 @@ { "left_pr_number": 45847, "right_pr_number": 46267, - "similarity": 0.861, - "content_similarity": 0.853, - "size_similarity": 0.839, + "similarity": 0.863, + "content_similarity": 0.852, + "size_similarity": 0.856, "breadth_similarity": 0.925, - "concentration_similarity": 0.911, + "concentration_similarity": 0.909, "shared_filenames": [ "docs/source/en/chat_response_parsing.md", "setup.py", @@ -5302,7 +4572,7 @@ "left_pr_number": 45606, "right_pr_number": 45607, "similarity": 0.776, - "content_similarity": 0.827, + "content_similarity": 0.826, "size_similarity": 0.778, "breadth_similarity": 0.417, "concentration_similarity": 0.778, @@ -5324,7 +4594,7 @@ 43775 ], "representative_pr_number": 43543, - "average_similarity": 0.775, + "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/minimax_m2/modeling_minimax_m2.py`; representative PR #43543.", "shared_filenames": [ "src/transformers/models/jetmoe/modeling_jetmoe.py", @@ -5350,7 +4620,7 @@ { "left_pr_number": 43543, "right_pr_number": 43775, - "similarity": 0.775, + "similarity": 0.774, "content_similarity": 0.878, "size_similarity": 0.191, "breadth_similarity": 0.811, @@ -5382,6 +4652,41 @@ } ] }, + { + "cluster_id": "pr-scope-44893-2", + "pr_numbers": [ + 44893, + 46173 + ], + "representative_pr_number": 44893, + "average_similarity": 0.743, + "summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.", + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 44893, + "right_pr_number": 46173, + "similarity": 0.743, + "content_similarity": 0.8, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-41901-2", "pr_numbers": [ @@ -5560,6 +4865,43 @@ } ] }, + { + "cluster_id": "pr-scope-43779-2", + "pr_numbers": [ + 43779, + 43816 + ], + "representative_pr_number": 43779, + "average_similarity": 0.663, + "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.", + "shared_filenames": [ + "src/transformers/integrations/integration_utils.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 43779, + "right_pr_number": 43816, + "similarity": 0.663, + "content_similarity": 0.679, + "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", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-41992-2", "pr_numbers": [ @@ -5567,7 +4909,7 @@ 46738 ], "representative_pr_number": 41992, - "average_similarity": 0.666, + "average_similarity": 0.66, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/bamba/configuration_bamba.py`, `src/transformers/models/bart/modeling_bart.py`, `src/transformers/models/big_bird/modeling_big_bird.py`; representative PR #41992.", "shared_filenames": [ "src/transformers/models/bamba/configuration_bamba.py", @@ -5577,7 +4919,7 @@ "src/transformers/models/blt/configuration_blt.py", "src/transformers/models/canine/modeling_canine.py", "src/transformers/models/cohere_asr/configuration_cohere_asr.py", - "src/transformers/models/cohere_asr/modeling_cohere_asr.py" + "src/transformers/models/diffllama/modular_diffllama.py" ], "shared_directories": [ "src/transformers/models/granite_speech_plus", @@ -5587,17 +4929,17 @@ "src/transformers/models/canine", "src/transformers/models/moshi", "src/transformers/models/plbart", - "src/transformers/models/swin" + "src/transformers/models/pp_formulanet" ], "pairwise": [ { "left_pr_number": 41992, "right_pr_number": 46738, - "similarity": 0.666, - "content_similarity": 0.691, + "similarity": 0.66, + "content_similarity": 0.686, "size_similarity": 0.537, - "breadth_similarity": 0.626, - "concentration_similarity": 0.778, + "breadth_similarity": 0.6, + "concentration_similarity": 0.779, "shared_filenames": [ "src/transformers/cache_utils.py", "src/transformers/configuration_utils.py", @@ -5625,43 +4967,6 @@ } ] }, - { - "cluster_id": "pr-scope-43779-2", - "pr_numbers": [ - 43779, - 43816 - ], - "representative_pr_number": 43779, - "average_similarity": 0.663, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.", - "shared_filenames": [ - "src/transformers/integrations/integration_utils.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 43779, - "right_pr_number": 43816, - "similarity": 0.663, - "content_similarity": 0.679, - "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", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-43875-2", "pr_numbers": [ @@ -5669,7 +4974,7 @@ 46781 ], "representative_pr_number": 43875, - "average_similarity": 0.633, + "average_similarity": 0.636, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_cache_utils.py`, `src/transformers/cache_utils.py`; representative PR #43875.", "shared_filenames": [ "tests/utils/test_cache_utils.py", @@ -5685,8 +4990,8 @@ { "left_pr_number": 43875, "right_pr_number": 46781, - "similarity": 0.633, - "content_similarity": 0.53, + "similarity": 0.636, + "content_similarity": 0.535, "size_similarity": 0.756, "breadth_similarity": 1.0, "concentration_similarity": 0.971, @@ -5710,7 +5015,7 @@ 46279 ], "representative_pr_number": 43654, - "average_similarity": 0.624, + "average_similarity": 0.63, "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" @@ -5725,8 +5030,8 @@ { "left_pr_number": 43654, "right_pr_number": 46279, - "similarity": 0.624, - "content_similarity": 0.479, + "similarity": 0.63, + "content_similarity": 0.488, "size_similarity": 0.966, "breadth_similarity": 1.0, "concentration_similarity": 0.867, @@ -5749,33 +5054,39 @@ 45333 ], "representative_pr_number": 45332, - "average_similarity": 0.576, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/heterogeneity/__init__.py`, `src/transformers/integrations/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.", + "average_similarity": 0.609, + "summary": "2 open PRs share weighted file overlap around `docs/source/en/heterogeneous_configurations.md`, `src/transformers/integrations/heterogeneity/__init__.py`, `src/transformers/integrations/heterogeneity/configuration_utils.py`; representative PR #45332.", "shared_filenames": [ + "docs/source/en/heterogeneous_configurations.md", "src/transformers/integrations/heterogeneity/__init__.py", "src/transformers/integrations/heterogeneity/configuration_utils.py", "tests/heterogeneity/__init__.py", "tests/heterogeneity/test_configuration_utils.py", - "src/transformers/configuration_utils.py" + "src/transformers/configuration_utils.py", + "docs/source/en/_toctree.yml" ], "shared_directories": [ "src/transformers/integrations/heterogeneity", "src/transformers/integrations", + "docs/source/en", "tests/heterogeneity", + "docs/source", "src/transformers", - "tests", - "src" + "docs", + "tests" ], "pairwise": [ { "left_pr_number": 45332, "right_pr_number": 45333, - "similarity": 0.576, - "content_similarity": 0.614, - "size_similarity": 0.29, - "breadth_similarity": 0.531, - "concentration_similarity": 0.991, + "similarity": 0.609, + "content_similarity": 0.645, + "size_similarity": 0.341, + "breadth_similarity": 0.594, + "concentration_similarity": 0.932, "shared_filenames": [ + "docs/source/en/_toctree.yml", + "docs/source/en/heterogeneous_configurations.md", "src/transformers/configuration_utils.py", "src/transformers/integrations/heterogeneity/__init__.py", "src/transformers/integrations/heterogeneity/configuration_utils.py", @@ -5784,56 +5095,12 @@ ], "shared_directories": [ "src/transformers/integrations/heterogeneity", + "docs/source/en", "src/transformers/integrations", + "docs/source", "src/transformers", "tests/heterogeneity", - "src", - "tests" - ] - } - ] - }, - { - "cluster_id": "pr-scope-46595-2", - "pr_numbers": [ - 46595, - 46724 - ], - "representative_pr_number": 46595, - "average_similarity": 0.562, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py`, `tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py`; representative PR #46595.", - "shared_filenames": [ - "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" - ], - "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "tests/models/diffusion_gemma", - "src/transformers/models", - "tests/models", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46595, - "right_pr_number": 46724, - "similarity": 0.562, - "content_similarity": 0.593, - "size_similarity": 0.064, - "breadth_similarity": 0.875, - "concentration_similarity": 0.993, - "shared_filenames": [ - "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" - ], - "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "src/transformers/models", - "tests/models/diffusion_gemma", - "src/transformers", - "tests/models", + "docs", "src", "tests" ] @@ -5886,7 +5153,7 @@ 44116 ], "representative_pr_number": 44101, - "average_similarity": 0.555, + "average_similarity": 0.554, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", "shared_filenames": [ "src/transformers/models/flaubert/modeling_flaubert.py" @@ -5901,7 +5168,7 @@ { "left_pr_number": 44101, "right_pr_number": 44116, - "similarity": 0.555, + "similarity": 0.554, "content_similarity": 0.616, "size_similarity": 0.319, "breadth_similarity": 0.5, @@ -5918,6 +5185,121 @@ } ] }, + { + "cluster_id": "pr-scope-44940-2", + "pr_numbers": [ + 44940, + 46207 + ], + "representative_pr_number": 44940, + "average_similarity": 0.549, + "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.", + "shared_filenames": [ + "tests/utils/test_modeling_utils.py", + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "tests/utils", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 44940, + "right_pr_number": 46207, + "similarity": 0.549, + "content_similarity": 0.463, + "size_similarity": 0.662, + "breadth_similarity": 0.833, + "concentration_similarity": 0.839, + "shared_filenames": [ + "src/transformers/modeling_utils.py", + "tests/utils/test_modeling_utils.py" + ], + "shared_directories": [ + "src/transformers", + "tests/utils", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-45638-2", + "pr_numbers": [ + 45638, + 46229 + ], + "representative_pr_number": 45638, + "average_similarity": 0.54, + "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/mtp.py`; representative PR #45638.", + "shared_filenames": [ + "src/transformers/generation/mtp.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers/models", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45638, + "right_pr_number": 46229, + "similarity": 0.54, + "content_similarity": 0.536, + "size_similarity": 0.57, + "breadth_similarity": 0.5, + "concentration_similarity": 0.583, + "shared_filenames": [ + "src/transformers/generation/mtp.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-45541-2", + "pr_numbers": [ + 45541, + 46177 + ], + "representative_pr_number": 45541, + "average_similarity": 0.52, + "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.", + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45541, + "right_pr_number": 46177, + "similarity": 0.52, + "content_similarity": 0.418, + "size_similarity": 0.519, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-45056-2", "pr_numbers": [ @@ -5940,7 +5322,7 @@ "left_pr_number": 45056, "right_pr_number": 45128, "similarity": 0.512, - "content_similarity": 0.412, + "content_similarity": 0.411, "size_similarity": 0.669, "breadth_similarity": 0.875, "concentration_similarity": 0.724, @@ -6025,7 +5407,7 @@ "left_pr_number": 45110, "right_pr_number": 46128, "similarity": 0.501, - "content_similarity": 0.44, + "content_similarity": 0.439, "size_similarity": 0.443, "breadth_similarity": 0.84, "concentration_similarity": 0.86, @@ -6081,7 +5463,7 @@ "left_pr_number": 43532, "right_pr_number": 43649, "similarity": 0.495, - "content_similarity": 0.434, + "content_similarity": 0.433, "size_similarity": 0.395, "breadth_similarity": 0.875, "concentration_similarity": 0.893, @@ -6174,7 +5556,7 @@ 46546 ], "representative_pr_number": 46310, - "average_similarity": 0.49, + "average_similarity": 0.488, "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", @@ -6190,8 +5572,8 @@ { "left_pr_number": 46310, "right_pr_number": 46546, - "similarity": 0.49, - "content_similarity": 0.538, + "similarity": 0.488, + "content_similarity": 0.535, "size_similarity": 0.286, "breadth_similarity": 0.417, "concentration_similarity": 0.571, @@ -6236,7 +5618,7 @@ "left_pr_number": 45540, "right_pr_number": 45868, "similarity": 0.487, - "content_similarity": 0.36, + "content_similarity": 0.359, "size_similarity": 0.593, "breadth_similarity": 1.0, "concentration_similarity": 0.936, @@ -6327,20 +5709,59 @@ ], "pairwise": [ { - "left_pr_number": 46113, - "right_pr_number": 46126, - "similarity": 0.469, - "content_similarity": 0.52, - "size_similarity": 0.302, - "breadth_similarity": 0.292, - "concentration_similarity": 0.603, + "left_pr_number": 46113, + "right_pr_number": 46126, + "similarity": 0.469, + "content_similarity": 0.52, + "size_similarity": 0.302, + "breadth_similarity": 0.292, + "concentration_similarity": 0.603, + "shared_filenames": [ + "src/transformers/distributed/utils.py" + ], + "shared_directories": [ + "src/transformers/distributed", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-41855-2", + "pr_numbers": [ + 41855, + 46330 + ], + "representative_pr_number": 41855, + "average_similarity": 0.464, + "summary": "2 open PRs share weighted file overlap around `tests/test_tokenization_mistral_common.py`, `src/transformers/tokenization_mistral_common.py`; representative PR #41855.", + "shared_filenames": [ + "tests/test_tokenization_mistral_common.py", + "src/transformers/tokenization_mistral_common.py" + ], + "shared_directories": [ + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 41855, + "right_pr_number": 46330, + "similarity": 0.464, + "content_similarity": 0.386, + "size_similarity": 0.371, + "breadth_similarity": 1.0, + "concentration_similarity": 0.758, "shared_filenames": [ - "src/transformers/distributed/utils.py" + "src/transformers/tokenization_mistral_common.py", + "tests/test_tokenization_mistral_common.py" ], "shared_directories": [ - "src/transformers/distributed", "src/transformers", - "src" + "src", + "tests" ] } ] @@ -6394,45 +5815,6 @@ } ] }, - { - "cluster_id": "pr-scope-41855-2", - "pr_numbers": [ - 41855, - 46330 - ], - "representative_pr_number": 41855, - "average_similarity": 0.461, - "summary": "2 open PRs share weighted file overlap around `tests/test_tokenization_mistral_common.py`, `src/transformers/tokenization_mistral_common.py`; representative PR #41855.", - "shared_filenames": [ - "tests/test_tokenization_mistral_common.py", - "src/transformers/tokenization_mistral_common.py" - ], - "shared_directories": [ - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 41855, - "right_pr_number": 46330, - "similarity": 0.461, - "content_similarity": 0.383, - "size_similarity": 0.371, - "breadth_similarity": 1.0, - "concentration_similarity": 0.758, - "shared_filenames": [ - "src/transformers/tokenization_mistral_common.py", - "tests/test_tokenization_mistral_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-44680-2", "pr_numbers": [ @@ -6440,7 +5822,7 @@ 45666 ], "representative_pr_number": 44680, - "average_similarity": 0.46, + "average_similarity": 0.448, "summary": "2 open PRs share weighted file overlap around `tests/kernels/test_kernels.py`, `src/transformers/integrations/hub_kernels.py`; representative PR #44680.", "shared_filenames": [ "tests/kernels/test_kernels.py", @@ -6457,8 +5839,8 @@ { "left_pr_number": 44680, "right_pr_number": 45666, - "similarity": 0.46, - "content_similarity": 0.544, + "similarity": 0.448, + "content_similarity": 0.527, "size_similarity": 0.042, "breadth_similarity": 0.417, "concentration_similarity": 0.632, @@ -6483,7 +5865,7 @@ 46795 ], "representative_pr_number": 45570, - "average_similarity": 0.449, + "average_similarity": 0.448, "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" @@ -6498,7 +5880,7 @@ { "left_pr_number": 45570, "right_pr_number": 46795, - "similarity": 0.449, + "similarity": 0.448, "content_similarity": 0.346, "size_similarity": 0.375, "breadth_similarity": 1.0, @@ -6522,7 +5904,7 @@ 46257 ], "representative_pr_number": 46127, - "average_similarity": 0.444, + "average_similarity": 0.443, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.", "shared_filenames": [ "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py" @@ -6537,7 +5919,7 @@ { "left_pr_number": 46127, "right_pr_number": 46257, - "similarity": 0.444, + "similarity": 0.443, "content_similarity": 0.444, "size_similarity": 0.053, "breadth_similarity": 0.75, @@ -6561,7 +5943,7 @@ 46526 ], "representative_pr_number": 41458, - "average_similarity": 0.432, + "average_similarity": 0.431, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/granitemoe/modular_granitemoe.py`, `src/transformers/models/granitemoe/modeling_granitemoe.py`, `src/transformers/models/granitemoeshared/modeling_granitemoeshared.py`; representative PR #41458.", "shared_filenames": [ "src/transformers/models/granitemoe/modular_granitemoe.py", @@ -6581,8 +5963,8 @@ { "left_pr_number": 41458, "right_pr_number": 46526, - "similarity": 0.432, - "content_similarity": 0.469, + "similarity": 0.431, + "content_similarity": 0.467, "size_similarity": 0.024, "breadth_similarity": 0.646, "concentration_similarity": 0.717, @@ -6610,7 +5992,7 @@ 44339 ], "representative_pr_number": 41356, - "average_similarity": 0.428, + "average_similarity": 0.427, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`, `src/transformers/models/deimv2/configuration_deimv2.py`; representative PR #41356.", "shared_filenames": [ "docs/source/en/model_doc/deimv2.md", @@ -6634,7 +6016,7 @@ { "left_pr_number": 41356, "right_pr_number": 44339, - "similarity": 0.428, + "similarity": 0.427, "content_similarity": 0.46, "size_similarity": 0.081, "breadth_similarity": 0.444, @@ -6772,80 +6154,6 @@ } ] }, - { - "cluster_id": "pr-scope-46729-2", - "pr_numbers": [ - 46729, - 46792 - ], - "representative_pr_number": 46729, - "average_similarity": 0.407, - "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/continuous_batching/initialization.py`; representative PR #46729.", - "shared_filenames": [ - "src/transformers/generation/continuous_batching/initialization.py" - ], - "shared_directories": [ - "src/transformers/generation/continuous_batching", - "src/transformers/generation", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 46729, - "right_pr_number": 46792, - "similarity": 0.407, - "content_similarity": 0.358, - "size_similarity": 0.281, - "breadth_similarity": 0.75, - "concentration_similarity": 0.788, - "shared_filenames": [ - "src/transformers/generation/continuous_batching/initialization.py" - ], - "shared_directories": [ - "src/transformers/generation/continuous_batching", - "src/transformers/generation", - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44606-2", - "pr_numbers": [ - 44606, - 45086 - ], - "representative_pr_number": 44606, - "average_similarity": 0.406, - "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" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44606, - "right_pr_number": 45086, - "similarity": 0.406, - "content_similarity": 0.318, - "size_similarity": 0.222, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-45936-2", "pr_numbers": [ @@ -6863,8 +6171,8 @@ ], "shared_directories": [ "src/transformers/models/rembert", - "src/transformers/models/albert", "src/transformers/models/camembert", + "src/transformers/models/albert", "src/transformers/models", "tools/tokenizer_compare", "tests/models", @@ -6901,6 +6209,45 @@ } ] }, + { + "cluster_id": "pr-scope-46729-2", + "pr_numbers": [ + 46729, + 46792 + ], + "representative_pr_number": 46729, + "average_similarity": 0.406, + "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/continuous_batching/initialization.py`; representative PR #46729.", + "shared_filenames": [ + "src/transformers/generation/continuous_batching/initialization.py" + ], + "shared_directories": [ + "src/transformers/generation/continuous_batching", + "src/transformers/generation", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46729, + "right_pr_number": 46792, + "similarity": 0.406, + "content_similarity": 0.357, + "size_similarity": 0.281, + "breadth_similarity": 0.75, + "concentration_similarity": 0.788, + "shared_filenames": [ + "src/transformers/generation/continuous_batching/initialization.py" + ], + "shared_directories": [ + "src/transformers/generation/continuous_batching", + "src/transformers/generation", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-43446-2", "pr_numbers": [ @@ -6908,7 +6255,7 @@ 45783 ], "representative_pr_number": 43446, - "average_similarity": 0.403, + "average_similarity": 0.402, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`, `src/transformers/models/fast_vlm/modular_fast_vlm.py`; representative PR #43446.", "shared_filenames": [ "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py", @@ -6934,8 +6281,8 @@ { "left_pr_number": 43446, "right_pr_number": 45783, - "similarity": 0.403, - "content_similarity": 0.38, + "similarity": 0.402, + "content_similarity": 0.379, "size_similarity": 0.344, "breadth_similarity": 0.4, "concentration_similarity": 0.909, @@ -7005,59 +6352,6 @@ } ] }, - { - "cluster_id": "pr-scope-45513-2", - "pr_numbers": [ - 45513, - 46148 - ], - "representative_pr_number": 45513, - "average_similarity": 0.385, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py`, `src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py`; representative PR #45513.", - "shared_filenames": [ - "src/transformers/models/qwen3_next/modular_qwen3_next.py", - "src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py", - "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py", - "src/transformers/models/qwen3_next/modeling_qwen3_next.py", - "src/transformers/models/qwen3_5/modeling_qwen3_5.py" - ], - "shared_directories": [ - "src/transformers/models/olmo_hybrid", - "src/transformers/models/qwen3_5_moe", - "src/transformers/models/qwen3_next", - "src/transformers/models/qwen3_5", - "src/transformers/models", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45513, - "right_pr_number": 46148, - "similarity": 0.385, - "content_similarity": 0.366, - "size_similarity": 0.229, - "breadth_similarity": 0.536, - "concentration_similarity": 0.812, - "shared_filenames": [ - "src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py", - "src/transformers/models/qwen3_5/modeling_qwen3_5.py", - "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py", - "src/transformers/models/qwen3_next/modeling_qwen3_next.py", - "src/transformers/models/qwen3_next/modular_qwen3_next.py" - ], - "shared_directories": [ - "src/transformers/models/olmo_hybrid", - "src/transformers/models/qwen3_5", - "src/transformers/models/qwen3_5_moe", - "src/transformers/models/qwen3_next", - "src/transformers/models", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-44642-2", "pr_numbers": [ @@ -7065,7 +6359,7 @@ 45552 ], "representative_pr_number": 44642, - "average_similarity": 0.365, + "average_similarity": 0.364, "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.", "shared_filenames": [ "src/transformers/utils/auto_docstring.py" @@ -7079,7 +6373,7 @@ { "left_pr_number": 44642, "right_pr_number": 45552, - "similarity": 0.365, + "similarity": 0.364, "content_similarity": 0.271, "size_similarity": 0.167, "breadth_similarity": 1.0, @@ -7102,7 +6396,7 @@ 46503 ], "representative_pr_number": 46501, - "average_similarity": 0.364, + "average_similarity": 0.363, "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46501.", "shared_filenames": [], "shared_directories": [ @@ -7113,8 +6407,8 @@ { "left_pr_number": 46501, "right_pr_number": 46503, - "similarity": 0.364, - "content_similarity": 0.091, + "similarity": 0.363, + "content_similarity": 0.09, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -7125,41 +6419,6 @@ ] } ] - }, - { - "cluster_id": "pr-scope-46783-2", - "pr_numbers": [ - 46783, - 46813 - ], - "representative_pr_number": 46783, - "average_similarity": 0.353, - "summary": "2 open PRs cluster in `docs/source/en/model_doc`, `docs/source/en`, `docs/source` with similar change breadth; representative PR #46783.", - "shared_filenames": [], - "shared_directories": [ - "docs/source/en/model_doc", - "docs/source/en", - "docs/source", - "docs" - ], - "pairwise": [ - { - "left_pr_number": 46783, - "right_pr_number": 46813, - "similarity": 0.353, - "content_similarity": 0.075, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "docs/source/en/model_doc", - "docs/source/en", - "docs/source", - "docs" - ] - } - ] } ] }