diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,11 +1,11 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260325T200011Z", - "generated_at": "2026-03-26T07:47:16Z", - "cluster_count": 33, + "snapshot_id": "20260414T200457Z", + "generated_at": "2026-04-14T21:43:25Z", + "cluster_count": 40, "pr_scope_clusters": [ { - "cluster_id": "pr-scope-43636-7", + "cluster_id": "pr-scope-43636-11", "pr_numbers": [ 43636, 43651, @@ -13,25 +13,26 @@ 44123, 44189, 44257, - 44660 - ], - "representative_pr_number": 43663, - "average_similarity": 0.454, - "summary": "7 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #43663.", + 44660, + 45055, + 45067, + 45273, + 45407 + ], + "representative_pr_number": 45067, + "average_similarity": 0.425, + "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" ], - "shared_directories": [ - "src/transformers", - "src" - ], + "shared_directories": [], "pairwise": [ { - "left_pr_number": 43663, - "right_pr_number": 44123, - "similarity": 0.592, - "content_similarity": 0.483, - "size_similarity": 0.694, + "left_pr_number": 44189, + "right_pr_number": 45067, + "similarity": 0.775, + "content_similarity": 0.859, + "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -43,11 +44,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 43663, - "similarity": 0.554, - "content_similarity": 0.423, - "size_similarity": 0.72, + "left_pr_number": 43663, + "right_pr_number": 45067, + "similarity": 0.62, + "content_similarity": 0.457, + "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -59,11 +60,11 @@ ] }, { - "left_pr_number": 44257, - "right_pr_number": 44660, - "similarity": 0.504, - "content_similarity": 0.292, - "size_similarity": 1.0, + "left_pr_number": 43651, + "right_pr_number": 43663, + "similarity": 0.546, + "content_similarity": 0.411, + "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -76,10 +77,10 @@ }, { "left_pr_number": 43651, - "right_pr_number": 44123, - "similarity": 0.501, - "content_similarity": 0.394, - "size_similarity": 0.5, + "right_pr_number": 45067, + "similarity": 0.518, + "content_similarity": 0.371, + "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -92,10 +93,10 @@ }, { "left_pr_number": 43663, - "right_pr_number": 44660, - "similarity": 0.476, - "content_similarity": 0.415, - "size_similarity": 0.24, + "right_pr_number": 44123, + "similarity": 0.503, + "content_similarity": 0.407, + "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -107,11 +108,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43663, - "similarity": 0.471, - "content_similarity": 0.365, - "size_similarity": 0.44, + "left_pr_number": 44257, + "right_pr_number": 44660, + "similarity": 0.492, + "content_similarity": 0.274, + "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -123,11 +124,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 44660, - "similarity": 0.466, - "content_similarity": 0.308, - "size_similarity": 0.667, + "left_pr_number": 44660, + "right_pr_number": 45407, + "similarity": 0.491, + "content_similarity": 0.327, + "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -139,11 +140,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43651, - "similarity": 0.45, - "content_similarity": 0.297, - "size_similarity": 0.611, + "left_pr_number": 43663, + "right_pr_number": 45407, + "similarity": 0.486, + "content_similarity": 0.411, + "size_similarity": 0.32, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -156,10 +157,10 @@ }, { "left_pr_number": 44123, - "right_pr_number": 44660, - "similarity": 0.445, - "content_similarity": 0.386, - "size_similarity": 0.167, + "right_pr_number": 45067, + "similarity": 0.475, + "content_similarity": 0.367, + "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -172,10 +173,10 @@ }, { "left_pr_number": 43663, - "right_pr_number": 44189, - "similarity": 0.444, - "content_similarity": 0.386, - "size_similarity": 0.16, + "right_pr_number": 44660, + "similarity": 0.468, + "content_similarity": 0.402, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -187,11 +188,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 44257, - "similarity": 0.442, - "content_similarity": 0.365, - "size_similarity": 0.24, + "left_pr_number": 44189, + "right_pr_number": 44660, + "similarity": 0.466, + "content_similarity": 0.309, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -203,11 +204,11 @@ ] }, { - "left_pr_number": 44189, - "right_pr_number": 44257, - "similarity": 0.44, - "content_similarity": 0.272, - "size_similarity": 0.667, + "left_pr_number": 44257, + "right_pr_number": 45407, + "similarity": 0.459, + "content_similarity": 0.28, + "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -219,11 +220,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44660, - "similarity": 0.437, - "content_similarity": 0.338, - "size_similarity": 0.333, + "left_pr_number": 45067, + "right_pr_number": 45407, + "similarity": 0.458, + "content_similarity": 0.371, + "size_similarity": 0.32, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -236,10 +237,10 @@ }, { "left_pr_number": 43636, - "right_pr_number": 44660, - "similarity": 0.436, - "content_similarity": 0.291, - "size_similarity": 0.545, + "right_pr_number": 43663, + "similarity": 0.456, + "content_similarity": 0.343, + "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -252,10 +253,10 @@ }, { "left_pr_number": 43636, - "right_pr_number": 44123, - "similarity": 0.433, - "content_similarity": 0.339, - "size_similarity": 0.306, + "right_pr_number": 45407, + "similarity": 0.454, + "content_similarity": 0.279, + "size_similarity": 0.727, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -267,11 +268,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 44189, - "similarity": 0.418, - "content_similarity": 0.359, - "size_similarity": 0.111, + "left_pr_number": 43651, + "right_pr_number": 45407, + "similarity": 0.45, + "content_similarity": 0.334, + "size_similarity": 0.444, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -283,11 +284,11 @@ ] }, { - "left_pr_number": 44123, - "right_pr_number": 44257, - "similarity": 0.413, - "content_similarity": 0.34, - "size_similarity": 0.167, + "left_pr_number": 43663, + "right_pr_number": 44189, + "similarity": 0.446, + "content_similarity": 0.389, + "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -299,11 +300,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44257, - "similarity": 0.411, - "content_similarity": 0.257, - "size_similarity": 0.545, + "left_pr_number": 44189, + "right_pr_number": 45407, + "similarity": 0.446, + "content_similarity": 0.315, + "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -315,11 +316,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44257, - "similarity": 0.408, - "content_similarity": 0.298, - "size_similarity": 0.333, + "left_pr_number": 44189, + "right_pr_number": 45055, + "similarity": 0.443, + "content_similarity": 0.258, + "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -331,11 +332,11 @@ ] }, { - "left_pr_number": 43651, - "right_pr_number": 44189, - "similarity": 0.404, - "content_similarity": 0.315, - "size_similarity": 0.222, + "left_pr_number": 44660, + "right_pr_number": 45067, + "similarity": 0.44, + "content_similarity": 0.363, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -348,10 +349,10 @@ }, { "left_pr_number": 43636, - "right_pr_number": 44189, - "similarity": 0.394, - "content_similarity": 0.271, - "size_similarity": 0.364, + "right_pr_number": 43651, + "similarity": 0.437, + "content_similarity": 0.279, + "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -361,408 +362,1675 @@ "src/transformers", "src" ] - } - ] - }, - { - "cluster_id": "pr-scope-43656-6", - "pr_numbers": [ - 43656, - 43836, - 43842, - 44558, - 44566, - 44682 - ], - "representative_pr_number": 43836, - "average_similarity": 0.485, - "summary": "6 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.", - "shared_filenames": [ - "src/transformers/cli/serve.py" - ], - "shared_directories": [ - "src/transformers/cli", - "src/transformers", - "src" - ], - "pairwise": [ + }, { - "left_pr_number": 43656, - "right_pr_number": 43836, - "similarity": 0.69, - "content_similarity": 0.746, - "size_similarity": 0.121, + "left_pr_number": 44189, + "right_pr_number": 44257, + "similarity": 0.435, + "content_similarity": 0.265, + "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43836, - "right_pr_number": 43842, - "similarity": 0.608, - "content_similarity": 0.649, - "size_similarity": 0.027, + "left_pr_number": 43636, + "right_pr_number": 45067, + "similarity": 0.433, + "content_similarity": 0.31, + "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43836, - "right_pr_number": 44682, - "similarity": 0.596, - "content_similarity": 0.638, - "size_similarity": 0.398, - "breadth_similarity": 0.5, - "concentration_similarity": 0.802, + "left_pr_number": 43651, + "right_pr_number": 44123, + "similarity": 0.43, + "content_similarity": 0.33, + "size_similarity": 0.327, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43656, - "right_pr_number": 43842, - "similarity": 0.585, - "content_similarity": 0.574, - "size_similarity": 0.222, + "left_pr_number": 43651, + "right_pr_number": 44660, + "similarity": 0.429, + "content_similarity": 0.327, + "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 44566, - "right_pr_number": 44682, - "similarity": 0.568, - "content_similarity": 0.525, - "size_similarity": 0.773, - "breadth_similarity": 0.35, - "concentration_similarity": 0.994, + "left_pr_number": 43663, + "right_pr_number": 44257, + "similarity": 0.427, + "content_similarity": 0.345, + "size_similarity": 0.24, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 44558, - "right_pr_number": 44682, - "similarity": 0.52, - "content_similarity": 0.384, - "size_similarity": 0.984, - "breadth_similarity": 0.667, - "concentration_similarity": 0.752, + "left_pr_number": 43636, + "right_pr_number": 44660, + "similarity": 0.423, + "content_similarity": 0.273, + "size_similarity": 0.545, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43836, - "right_pr_number": 44566, - "similarity": 0.502, - "content_similarity": 0.524, - "size_similarity": 0.516, - "breadth_similarity": 0.175, - "concentration_similarity": 0.796, + "left_pr_number": 44660, + "right_pr_number": 45055, + "similarity": 0.412, + "content_similarity": 0.267, + "size_similarity": 0.5, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 44558, - "right_pr_number": 44566, - "similarity": 0.497, - "content_similarity": 0.412, - "size_similarity": 0.785, - "breadth_similarity": 0.525, - "concentration_similarity": 0.759, + "left_pr_number": 43651, + "right_pr_number": 44189, + "similarity": 0.404, + "content_similarity": 0.315, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43656, - "right_pr_number": 44682, - "similarity": 0.436, - "content_similarity": 0.483, - "size_similarity": 0.048, - "breadth_similarity": 0.5, - "concentration_similarity": 0.802, + "left_pr_number": 44257, + "right_pr_number": 45067, + "similarity": 0.404, + "content_similarity": 0.311, + "size_similarity": 0.24, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43836, - "right_pr_number": 44558, - "similarity": 0.43, - "content_similarity": 0.44, - "size_similarity": 0.405, - "breadth_similarity": 0.333, - "concentration_similarity": 0.554, + "left_pr_number": 43663, + "right_pr_number": 45055, + "similarity": 0.403, + "content_similarity": 0.336, + "size_similarity": 0.12, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43842, - "right_pr_number": 44566, - "similarity": 0.412, - "content_similarity": 0.503, - "size_similarity": 0.014, - "breadth_similarity": 0.175, - "concentration_similarity": 0.796, + "left_pr_number": 44123, + "right_pr_number": 45407, + "similarity": 0.403, + "content_similarity": 0.33, + "size_similarity": 0.145, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43656, - "right_pr_number": 44566, - "similarity": 0.411, - "content_similarity": 0.491, - "size_similarity": 0.062, - "breadth_similarity": 0.175, - "concentration_similarity": 0.796, + "left_pr_number": 45055, + "right_pr_number": 45407, + "similarity": 0.397, + "content_similarity": 0.273, + "size_similarity": 0.375, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43842, - "right_pr_number": 44682, - "similarity": 0.409, - "content_similarity": 0.454, - "size_similarity": 0.011, - "breadth_similarity": 0.5, - "concentration_similarity": 0.802, + "left_pr_number": 43636, + "right_pr_number": 44257, + "similarity": 0.396, + "content_similarity": 0.234, + "size_similarity": 0.545, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43656, - "right_pr_number": 44558, - "similarity": 0.307, - "content_similarity": 0.342, - "size_similarity": 0.049, - "breadth_similarity": 0.333, - "concentration_similarity": 0.554, + "left_pr_number": 43651, + "right_pr_number": 44257, + "similarity": 0.396, + "content_similarity": 0.28, + "size_similarity": 0.333, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] }, { - "left_pr_number": 43842, - "right_pr_number": 44558, - "similarity": 0.299, - "content_similarity": 0.338, - "size_similarity": 0.011, - "breadth_similarity": 0.333, - "concentration_similarity": 0.554, + "left_pr_number": 44123, + "right_pr_number": 44660, + "similarity": 0.393, + "content_similarity": 0.323, + "size_similarity": 0.109, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/cli/serve.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/cli", "src/transformers", "src" ] - } - ] - }, - { - "cluster_id": "pr-scope-34667-4", - "pr_numbers": [ - 34667, - 39683, - 44757, - 44872 - ], - "representative_pr_number": 34667, - "average_similarity": 0.46, - "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.", - "shared_filenames": [ - "src/transformers/generation/utils.py" - ], - "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" - ], - "pairwise": [ + }, { - "left_pr_number": 34667, - "right_pr_number": 39683, - "similarity": 0.542, - "content_similarity": 0.458, - "size_similarity": 0.478, + "left_pr_number": 43636, + "right_pr_number": 44189, + "similarity": 0.389, + "content_similarity": 0.264, + "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 44757, - "right_pr_number": 44872, - "similarity": 0.465, - "content_similarity": 0.308, + "left_pr_number": 45055, + "right_pr_number": 45273, + "similarity": 0.389, + "content_similarity": 0.199, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 34667, - "right_pr_number": 44872, - "similarity": 0.462, - "content_similarity": 0.387, + "left_pr_number": 44189, + "right_pr_number": 45273, + "similarity": 0.386, + "content_similarity": 0.23, + "size_similarity": 0.5, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44257, + "right_pr_number": 45055, + "similarity": 0.385, + "content_similarity": 0.229, + "size_similarity": 0.5, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45055, + "right_pr_number": 45067, + "similarity": 0.38, + "content_similarity": 0.303, + "size_similarity": 0.12, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44123, + "right_pr_number": 44189, + "similarity": 0.379, + "content_similarity": 0.312, + "size_similarity": 0.073, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43636, + "right_pr_number": 44123, + "similarity": 0.373, + "content_similarity": 0.276, + "size_similarity": 0.2, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43663, + "right_pr_number": 45273, + "similarity": 0.372, + "content_similarity": 0.3, + "size_similarity": 0.08, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44660, + "right_pr_number": 45273, + "similarity": 0.367, + "content_similarity": 0.238, + "size_similarity": 0.333, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43651, + "right_pr_number": 45055, + "similarity": 0.366, + "content_similarity": 0.273, + "size_similarity": 0.167, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44123, + "right_pr_number": 44257, + "similarity": 0.36, + "content_similarity": 0.277, + "size_similarity": 0.109, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45273, + "right_pr_number": 45407, + "similarity": 0.358, + "content_similarity": 0.243, + "size_similarity": 0.25, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43636, + "right_pr_number": 45055, + "similarity": 0.351, + "content_similarity": 0.228, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45067, + "right_pr_number": 45273, + "similarity": 0.351, + "content_similarity": 0.27, + "size_similarity": 0.08, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44123, + "right_pr_number": 45055, + "similarity": 0.347, + "content_similarity": 0.27, + "size_similarity": 0.055, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44257, + "right_pr_number": 45273, + "similarity": 0.343, + "content_similarity": 0.204, + "size_similarity": 0.333, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers/generation", "src/transformers", "src" ] }, { - "left_pr_number": 39683, - "right_pr_number": 44872, - "similarity": 0.437, - "content_similarity": 0.382, - "size_similarity": 0.13, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 43651, + "right_pr_number": 45273, + "similarity": 0.337, + "content_similarity": 0.243, + "size_similarity": 0.111, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44123, + "right_pr_number": 45273, + "similarity": 0.324, + "content_similarity": 0.241, + "size_similarity": 0.036, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43636, + "right_pr_number": 45273, + "similarity": 0.32, + "content_similarity": 0.203, + "size_similarity": 0.182, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-44070-5", + "pr_numbers": [ + 44070, + 45118, + 45283, + 45296, + 45386 + ], + "representative_pr_number": 44070, + "average_similarity": 0.537, + "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_gguf_pytorch_utils.py`, `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`; representative PR #44070.", + "shared_filenames": [ + "src/transformers/modeling_gguf_pytorch_utils.py", + "src/transformers/integrations/ggml.py", + "tests/quantization/ggml/test_ggml.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "tests/quantization/ggml", + "tests/quantization", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 44070, + "right_pr_number": 45296, + "similarity": 0.877, + "content_similarity": 0.892, + "size_similarity": 0.702, + "breadth_similarity": 1.0, + "concentration_similarity": 0.932, + "shared_filenames": [ + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "tests/quantization/ggml/test_ggml.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "tests/quantization/ggml", + "src/transformers", + "tests/quantization", + "src", + "tests" + ] + }, + { + "left_pr_number": 44070, + "right_pr_number": 45118, + "similarity": 0.651, + "content_similarity": 0.615, + "size_similarity": 0.713, + "breadth_similarity": 0.75, + "concentration_similarity": 0.771, + "shared_filenames": [ + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "tests/quantization/ggml/test_ggml.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "tests/quantization/ggml", + "src/transformers", + "tests/quantization", + "src", + "tests" + ] + }, + { + "left_pr_number": 45118, + "right_pr_number": 45283, + "similarity": 0.649, + "content_similarity": 0.669, + "size_similarity": 0.552, + "breadth_similarity": 0.5, + "concentration_similarity": 0.962, + "shared_filenames": [ + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45118, + "right_pr_number": 45296, + "similarity": 0.645, + "content_similarity": 0.553, + "size_similarity": 0.985, + "breadth_similarity": 0.75, + "concentration_similarity": 0.703, + "shared_filenames": [ + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py", + "tests/quantization/ggml/test_ggml.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "tests/quantization/ggml", + "src/transformers", + "tests/quantization", + "src", + "tests" + ] + }, + { + "left_pr_number": 44070, + "right_pr_number": 45283, + "similarity": 0.629, + "content_similarity": 0.667, + "size_similarity": 0.393, + "breadth_similarity": 0.667, + "concentration_similarity": 0.733, + "shared_filenames": [ + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45283, + "right_pr_number": 45296, + "similarity": 0.542, + "content_similarity": 0.511, + "size_similarity": 0.56, + "breadth_similarity": 0.667, + "concentration_similarity": 0.665, + "shared_filenames": [ + "src/transformers/integrations/ggml.py", + "src/transformers/modeling_gguf_pytorch_utils.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45283, + "right_pr_number": 45386, + "similarity": 0.442, + "content_similarity": 0.391, + "size_similarity": 0.364, + "breadth_similarity": 0.75, + "concentration_similarity": 0.785, + "shared_filenames": [ + "src/transformers/modeling_gguf_pytorch_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45118, + "right_pr_number": 45386, + "similarity": 0.342, + "content_similarity": 0.338, + "size_similarity": 0.201, + "breadth_similarity": 0.375, + "concentration_similarity": 0.747, + "shared_filenames": [ + "src/transformers/modeling_gguf_pytorch_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44070, + "right_pr_number": 45386, + "similarity": 0.311, + "content_similarity": 0.305, + "size_similarity": 0.143, + "breadth_similarity": 0.5, + "concentration_similarity": 0.518, + "shared_filenames": [ + "src/transformers/modeling_gguf_pytorch_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45296, + "right_pr_number": 45386, + "similarity": 0.284, + "content_similarity": 0.258, + "size_similarity": 0.204, + "breadth_similarity": 0.5, + "concentration_similarity": 0.45, + "shared_filenames": [ + "src/transformers/modeling_gguf_pytorch_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-43656-5", + "pr_numbers": [ + 43656, + 43836, + 43842, + 44558, + 44682 + ], + "representative_pr_number": 43836, + "average_similarity": 0.498, + "summary": "5 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.", + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli" + ], + "pairwise": [ + { + "left_pr_number": 43656, + "right_pr_number": 43836, + "similarity": 0.682, + "content_similarity": 0.735, + "size_similarity": 0.121, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43836, + "right_pr_number": 43842, + "similarity": 0.609, + "content_similarity": 0.65, + "size_similarity": 0.027, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43836, + "right_pr_number": 44682, + "similarity": 0.601, + "content_similarity": 0.644, + "size_similarity": 0.398, + "breadth_similarity": 0.5, + "concentration_similarity": 0.802, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43656, + "right_pr_number": 43842, + "similarity": 0.589, + "content_similarity": 0.579, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44558, + "right_pr_number": 44682, + "similarity": 0.533, + "content_similarity": 0.402, + "size_similarity": 0.984, + "breadth_similarity": 0.667, + "concentration_similarity": 0.752, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43836, + "right_pr_number": 44558, + "similarity": 0.463, + "content_similarity": 0.488, + "size_similarity": 0.405, + "breadth_similarity": 0.333, + "concentration_similarity": 0.554, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43656, + "right_pr_number": 44682, + "similarity": 0.439, + "content_similarity": 0.488, + "size_similarity": 0.048, + "breadth_similarity": 0.5, + "concentration_similarity": 0.802, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43842, + "right_pr_number": 44682, + "similarity": 0.406, + "content_similarity": 0.449, + "size_similarity": 0.011, + "breadth_similarity": 0.5, + "concentration_similarity": 0.802, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43656, + "right_pr_number": 44558, + "similarity": 0.353, + "content_similarity": 0.407, + "size_similarity": 0.049, + "breadth_similarity": 0.333, + "concentration_similarity": 0.554, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 43842, + "right_pr_number": 44558, + "similarity": 0.303, + "content_similarity": 0.343, + "size_similarity": 0.011, + "breadth_similarity": 0.333, + "concentration_similarity": 0.554, + "shared_filenames": [ + "src/transformers/cli/serve.py" + ], + "shared_directories": [ + "src/transformers/cli", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-34667-5", + "pr_numbers": [ + 34667, + 39683, + 44757, + 44872, + 45389 + ], + "representative_pr_number": 34667, + "average_similarity": 0.412, + "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.", + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation" + ], + "pairwise": [ + { + "left_pr_number": 34667, + "right_pr_number": 39683, + "similarity": 0.552, + "content_similarity": 0.471, + "size_similarity": 0.478, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 34667, + "right_pr_number": 45389, + "similarity": 0.525, + "content_similarity": 0.564, + "size_similarity": 0.344, + "breadth_similarity": 0.5, + "concentration_similarity": 0.562, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 34667, + "right_pr_number": 44872, + "similarity": 0.459, + "content_similarity": 0.382, + "size_similarity": 0.273, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44757, + "right_pr_number": 44872, + "similarity": 0.445, + "content_similarity": 0.279, + "size_similarity": 0.667, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 39683, + "right_pr_number": 44872, + "similarity": 0.437, + "content_similarity": 0.381, + "size_similarity": 0.13, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 34667, + "right_pr_number": 44757, + "similarity": 0.419, + "content_similarity": 0.345, + "size_similarity": 0.182, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 39683, + "right_pr_number": 44757, + "similarity": 0.404, + "content_similarity": 0.344, + "size_similarity": 0.087, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 39683, + "right_pr_number": 45389, + "similarity": 0.391, + "content_similarity": 0.292, + "size_similarity": 0.719, + "breadth_similarity": 0.5, + "concentration_similarity": 0.562, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44872, + "right_pr_number": 45389, + "similarity": 0.258, + "content_similarity": 0.237, + "size_similarity": 0.094, + "breadth_similarity": 0.5, + "concentration_similarity": 0.562, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 44757, + "right_pr_number": 45389, + "similarity": 0.237, + "content_similarity": 0.214, + "size_similarity": 0.062, + "breadth_similarity": 0.5, + "concentration_similarity": 0.562, + "shared_filenames": [ + "src/transformers/generation/utils.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-45078-4", + "pr_numbers": [ + 45078, + 45293, + 45317, + 45444 + ], + "representative_pr_number": 45317, + "average_similarity": 0.532, + "summary": "4 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/tokenization_utils_tokenizers.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45317.", + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py", + "src/transformers/tokenization_utils_tokenizers.py", + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "tests/models", + "tests", + "src/transformers/models/auto", + "src/transformers/models" + ], + "pairwise": [ + { + "left_pr_number": 45317, + "right_pr_number": 45444, + "similarity": 0.775, + "content_similarity": 0.816, + "size_similarity": 0.403, + "breadth_similarity": 1.0, + "concentration_similarity": 0.864, + "shared_filenames": [ + "src/transformers/tokenization_utils_tokenizers.py", + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45078, + "right_pr_number": 45444, + "similarity": 0.525, + "content_similarity": 0.408, + "size_similarity": 0.627, + "breadth_similarity": 1.0, + "concentration_similarity": 0.906, + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45078, + "right_pr_number": 45293, + "similarity": 0.52, + "content_similarity": 0.441, + "size_similarity": 0.476, + "breadth_similarity": 1.0, + "concentration_similarity": 0.798, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py", + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45078, + "right_pr_number": 45317, + "similarity": 0.503, + "content_similarity": 0.383, + "size_similarity": 0.643, + "breadth_similarity": 1.0, + "concentration_similarity": 0.77, + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45293, + "right_pr_number": 45317, + "similarity": 0.497, + "content_similarity": 0.339, + "size_similarity": 0.741, + "breadth_similarity": 1.0, + "concentration_similarity": 0.972, + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45293, + "right_pr_number": 45444, + "similarity": 0.37, + "content_similarity": 0.258, + "size_similarity": 0.299, + "breadth_similarity": 1.0, + "concentration_similarity": 0.892, + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-45294-4", + "pr_numbers": [ + 45294, + 45324, + 45388, + 45438 + ], + "representative_pr_number": 45438, + "average_similarity": 0.455, + "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.", + "shared_filenames": [ + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py", + "docs/source/en/model_doc/gemma4.md", + "tests/models/gemma4/test_modeling_gemma4.py", + "src/transformers/models/auto/modeling_auto.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models", + "tests/models", + "tests", + "docs/source/en/model_doc", + "src/transformers/models/auto", + "tests/models/gemma4", + "docs/source/en" + ], + "pairwise": [ + { + "left_pr_number": 45294, + "right_pr_number": 45438, + "similarity": 0.812, + "content_similarity": 0.853, + "size_similarity": 0.429, + "breadth_similarity": 1.0, + "concentration_similarity": 0.998, + "shared_filenames": [ + "docs/source/en/model_doc/gemma4.md", + "src/transformers/models/auto/modeling_auto.py", + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py", + "tests/models/gemma4/test_modeling_gemma4.py" + ], + "shared_directories": [ + "docs/source/en/model_doc", + "src/transformers/models/auto", + "src/transformers/models/gemma4", + "docs/source/en", + "src/transformers/models", + "tests/models/gemma4", + "docs/source", + "src/transformers", + "tests/models", + "docs" + ] + }, + { + "left_pr_number": 45324, + "right_pr_number": 45438, + "similarity": 0.466, + "content_similarity": 0.375, + "size_similarity": 0.969, + "breadth_similarity": 0.323, + "concentration_similarity": 0.518, + "shared_filenames": [ + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45294, + "right_pr_number": 45388, + "similarity": 0.422, + "content_similarity": 0.306, + "size_similarity": 0.633, + "breadth_similarity": 0.65, + "concentration_similarity": 0.961, + "shared_filenames": [ + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45294, + "right_pr_number": 45324, + "similarity": 0.398, + "content_similarity": 0.397, + "size_similarity": 0.415, + "breadth_similarity": 0.323, + "concentration_similarity": 0.521, + "shared_filenames": [ + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45388, + "right_pr_number": 45438, + "similarity": 0.394, + "content_similarity": 0.344, + "size_similarity": 0.271, + "breadth_similarity": 0.65, + "concentration_similarity": 0.963, + "shared_filenames": [ + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models", + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45324, + "right_pr_number": 45388, + "similarity": 0.238, + "content_similarity": 0.219, + "size_similarity": 0.263, + "breadth_similarity": 0.208, + "concentration_similarity": 0.482, + "shared_filenames": [ + "src/transformers/models/gemma4/modeling_gemma4.py", + "src/transformers/models/gemma4/modular_gemma4.py" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-41992-4", + "pr_numbers": [ + 41992, + 44157, + 44973, + 45396 + ], + "representative_pr_number": 45396, + "average_similarity": 0.454, + "summary": "4 open PRs share weighted file overlap around `src/transformers/models/glm_ocr/modular_glm_ocr.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #45396.", + "shared_filenames": [ + "src/transformers/models/glm_ocr/modular_glm_ocr.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py", + "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py", + "src/transformers/models/video_llama_3/modeling_video_llama_3.py", + "src/transformers/models/video_llama_3/modular_video_llama_3.py" + ], + "shared_directories": [ + "src/transformers/models/glm_ocr", + "src/transformers/models/glm4v", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen3_5_moe", + "src/transformers/models/video_llama_3", + "src/transformers/models/glm4v_moe", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen2_vl" + ], + "pairwise": [ + { + "left_pr_number": 44157, + "right_pr_number": 45396, + "similarity": 0.6, + "content_similarity": 0.641, + "size_similarity": 0.33, + "breadth_similarity": 0.544, + "concentration_similarity": 0.956, + "shared_filenames": [ + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm4v/modular_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/glm_ocr/modular_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", + "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py" + ], + "shared_directories": [ + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen2_5_vl", + "src/transformers/models/qwen2_vl", + "src/transformers/models/qwen3_5", + "src/transformers/models/qwen3_5_moe" + ] + }, + { + "left_pr_number": 44157, + "right_pr_number": 44973, + "similarity": 0.553, + "content_similarity": 0.59, + "size_similarity": 0.029, + "breadth_similarity": 0.896, + "concentration_similarity": 0.919, + "shared_filenames": [ + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/glm_ocr/modular_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py", + "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py", + "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py", + "src/transformers/models/qwen2_vl/modeling_qwen2_vl.py" + ], + "shared_directories": [ + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen2_5_vl", + "src/transformers/models/qwen2_vl", + "src/transformers/models/qwen3_5", + "src/transformers/models/qwen3_5_moe" + ] + }, + { + "left_pr_number": 41992, + "right_pr_number": 45396, + "similarity": 0.552, + "content_similarity": 0.514, + "size_similarity": 0.638, + "breadth_similarity": 0.544, + "concentration_similarity": 0.829, + "shared_filenames": [ + "docs/source/en/model_doc/nomic_bert.md", + "src/transformers/modeling_vision_utils.py", + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py", + "src/transformers/models/esm/configuration_esm.py", + "src/transformers/models/glm46v/modeling_glm46v.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm4v/modular_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_image/modeling_glm_image.py" + ], + "shared_directories": [ + "docs/source/en/model_doc", + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/esm", + "src/transformers/models/glm46v", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_image", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni" + ] + }, + { + "left_pr_number": 44973, + "right_pr_number": 45396, + "similarity": 0.387, + "content_similarity": 0.412, + "size_similarity": 0.01, + "breadth_similarity": 0.489, + "concentration_similarity": 0.964, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_image/modeling_glm_image.py", + "src/transformers/models/glm_image/modular_glm_image.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/glm_ocr/modular_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py", + "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py" ], "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_image", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen2_5_vl", + "src/transformers/models/qwen2_vl", + "src/transformers/models/qwen3_5" ] }, { - "left_pr_number": 34667, - "right_pr_number": 44757, - "similarity": 0.435, - "content_similarity": 0.368, - "size_similarity": 0.182, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 41992, + "right_pr_number": 44157, + "similarity": 0.377, + "content_similarity": 0.396, + "size_similarity": 0.211, + "breadth_similarity": 0.296, + "concentration_similarity": 0.785, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm4v/modular_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/glm_ocr/modular_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", + "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py" ], "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen2_5_vl", + "src/transformers/models/qwen2_vl", + "src/transformers/models/qwen3_5", + "src/transformers/models/qwen3_5_moe" ] }, { - "left_pr_number": 39683, - "right_pr_number": 44757, - "similarity": 0.418, - "content_similarity": 0.364, - "size_similarity": 0.087, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 41992, + "right_pr_number": 44973, + "similarity": 0.256, + "content_similarity": 0.265, + "size_similarity": 0.006, + "breadth_similarity": 0.266, + "concentration_similarity": 0.866, "shared_filenames": [ - "src/transformers/generation/utils.py" + "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", + "src/transformers/models/glm4v/modeling_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_image/modeling_glm_image.py", + "src/transformers/models/glm_image/modular_glm_image.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/glm_ocr/modular_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py", + "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py" ], "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "src" + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_image", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen2_5_vl", + "src/transformers/models/qwen2_vl", + "src/transformers/models/qwen3_5" ] } ] @@ -784,8 +2052,6 @@ "shared_directories": [ "src/transformers/models/gptj", "src/transformers/models", - "src/transformers", - "src", "src/transformers/models/codegen" ], "pairwise": [ @@ -793,7 +2059,7 @@ "left_pr_number": 44066, "right_pr_number": 44722, "similarity": 0.969, - "content_similarity": 0.968, + "content_similarity": 0.967, "size_similarity": 0.959, "breadth_similarity": 1.0, "concentration_similarity": 0.957, @@ -847,6 +2113,92 @@ } ] }, + { + "cluster_id": "pr-scope-45220-3", + "pr_numbers": [ + 45220, + 45418, + 45443 + ], + "representative_pr_number": 45418, + "average_similarity": 0.627, + "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serving/utils.py`, `tests/cli/test_serve.py`; representative PR #45418.", + "shared_filenames": [ + "src/transformers/cli/serving/utils.py", + "tests/cli/test_serve.py" + ], + "shared_directories": [ + "src/transformers/cli/serving", + "src/transformers/cli", + "tests/cli", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 45418, + "right_pr_number": 45443, + "similarity": 0.704, + "content_similarity": 0.602, + "size_similarity": 0.905, + "breadth_similarity": 1.0, + "concentration_similarity": 0.932, + "shared_filenames": [ + "src/transformers/cli/serving/utils.py", + "tests/cli/test_serve.py" + ], + "shared_directories": [ + "src/transformers/cli/serving", + "src/transformers/cli", + "src/transformers", + "tests/cli", + "src", + "tests" + ] + }, + { + "left_pr_number": 45220, + "right_pr_number": 45418, + "similarity": 0.65, + "content_similarity": 0.747, + "size_similarity": 0.111, + "breadth_similarity": 0.7, + "concentration_similarity": 0.809, + "shared_filenames": [ + "src/transformers/cli/serving/utils.py", + "tests/cli/test_serve.py" + ], + "shared_directories": [ + "src/transformers/cli/serving", + "src/transformers/cli", + "src/transformers", + "tests/cli", + "src", + "tests" + ] + }, + { + "left_pr_number": 45220, + "right_pr_number": 45443, + "similarity": 0.528, + "content_similarity": 0.57, + "size_similarity": 0.1, + "breadth_similarity": 0.7, + "concentration_similarity": 0.876, + "shared_filenames": [ + "src/transformers/cli/serving/utils.py", + "tests/cli/test_serve.py" + ], + "shared_directories": [ + "src/transformers/cli/serving", + "src/transformers/cli", + "src/transformers", + "tests/cli", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-44015-3", "pr_numbers": [ @@ -855,23 +2207,21 @@ 44676 ], "representative_pr_number": 44059, - "average_similarity": 0.574, + "average_similarity": 0.572, "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" ], "shared_directories": [ "src/transformers/models/gpt2", - "src/transformers/models", - "src/transformers", - "src" + "src/transformers/models" ], "pairwise": [ { "left_pr_number": 44059, "right_pr_number": 44676, - "similarity": 0.691, - "content_similarity": 0.76, + "similarity": 0.689, + "content_similarity": 0.757, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -888,8 +2238,8 @@ { "left_pr_number": 44015, "right_pr_number": 44059, - "similarity": 0.611, - "content_similarity": 0.674, + "similarity": 0.609, + "content_similarity": 0.671, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -906,8 +2256,8 @@ { "left_pr_number": 44015, "right_pr_number": 44676, - "similarity": 0.421, - "content_similarity": 0.511, + "similarity": 0.417, + "content_similarity": 0.506, "size_similarity": 0.034, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -924,69 +2274,95 @@ ] }, { - "cluster_id": "pr-scope-43422-3", + "cluster_id": "pr-scope-42975-3", "pr_numbers": [ - 43422, - 43603, - 44606 + 42975, + 42976, + 45077 ], - "representative_pr_number": 44606, - "average_similarity": 0.545, - "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.", + "representative_pr_number": 45077, + "average_similarity": 0.532, + "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.", "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + ".github/workflows/build-ci-docker-images.yml", + ".github/workflows/build-docker-images.yml", + ".github/workflows/build-nightly-ci-docker-images.yml", + ".github/workflows/build-past-ci-docker-images.yml", + ".github/workflows/release-conda.yml", + ".github/workflows/benchmark.yml", + ".github/workflows/check_failed_tests.yml", + ".github/workflows/check_tiny_models.yml" ], "shared_directories": [ - "src/transformers", - "src" + ".github/workflows", + ".github" ], "pairwise": [ { - "left_pr_number": 43422, - "right_pr_number": 44606, - "similarity": 0.688, - "content_similarity": 0.676, - "size_similarity": 0.771, - "breadth_similarity": 0.5, - "concentration_similarity": 0.971, + "left_pr_number": 42975, + "right_pr_number": 45077, + "similarity": 0.683, + "content_similarity": 0.629, + "size_similarity": 0.731, + "breadth_similarity": 0.833, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + ".github/workflows/benchmark.yml", + ".github/workflows/build-ci-docker-images.yml", + ".github/workflows/build-docker-images.yml", + ".github/workflows/build-nightly-ci-docker-images.yml", + ".github/workflows/build-past-ci-docker-images.yml", + ".github/workflows/check_tiny_models.yml", + ".github/workflows/model_jobs.yml", + ".github/workflows/release-conda.yml", + ".github/workflows/release.yml", + ".github/workflows/trufflehog.yml" ], "shared_directories": [ - "src/transformers", - "src" + ".github/workflows", + ".github" ] }, { - "left_pr_number": 43603, - "right_pr_number": 44606, - "similarity": 0.502, - "content_similarity": 0.507, - "size_similarity": 0.148, - "breadth_similarity": 0.75, + "left_pr_number": 42976, + "right_pr_number": 45077, + "similarity": 0.495, + "content_similarity": 0.525, + "size_similarity": 0.074, + "breadth_similarity": 0.659, "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + ".github/workflows/build-ci-docker-images.yml", + ".github/workflows/build-docker-images.yml", + ".github/workflows/build-nightly-ci-docker-images.yml", + ".github/workflows/build-past-ci-docker-images.yml", + ".github/workflows/release-conda.yml" ], "shared_directories": [ - "src/transformers", - "src" + ".github/workflows", + ".github" ] }, { - "left_pr_number": 43422, - "right_pr_number": 43603, - "similarity": 0.446, - "content_similarity": 0.436, - "size_similarity": 0.114, - "breadth_similarity": 0.75, - "concentration_similarity": 0.971, + "left_pr_number": 42975, + "right_pr_number": 42976, + "similarity": 0.417, + "content_similarity": 0.416, + "size_similarity": 0.101, + "breadth_similarity": 0.606, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + ".github/workflows/build-ci-docker-images.yml", + ".github/workflows/build-docker-images.yml", + ".github/workflows/build-nightly-ci-docker-images.yml", + ".github/workflows/build-past-ci-docker-images.yml", + ".github/workflows/check_failed_tests.yml", + ".github/workflows/new_model_pr_merged_notification.yml", + ".github/workflows/release-conda.yml" ], "shared_directories": [ - "src/transformers", - "src" + ".github/workflows", + ".github" ] } ] @@ -999,7 +2375,7 @@ 44019 ], "representative_pr_number": 44007, - "average_similarity": 0.53, + "average_similarity": 0.525, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.", "shared_filenames": [ "src/transformers/models/regnet/modeling_regnet.py", @@ -1007,8 +2383,6 @@ ], "shared_directories": [ "src/transformers/models", - "src/transformers", - "src", "src/transformers/models/regnet", "src/transformers/models/resnet" ], @@ -1016,8 +2390,8 @@ { "left_pr_number": 44007, "right_pr_number": 44019, - "similarity": 0.699, - "content_similarity": 0.71, + "similarity": 0.688, + "content_similarity": 0.695, "size_similarity": 0.94, "breadth_similarity": 0.333, "concentration_similarity": 0.548, @@ -1034,8 +2408,8 @@ { "left_pr_number": 43997, "right_pr_number": 44007, - "similarity": 0.616, - "content_similarity": 0.647, + "similarity": 0.62, + "content_similarity": 0.653, "size_similarity": 0.679, "breadth_similarity": 0.333, "concentration_similarity": 0.548, @@ -1044,106 +2418,24 @@ ], "shared_directories": [ "src/transformers/models/regnet", - "src/transformers/models", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43997, - "right_pr_number": 44019, - "similarity": 0.276, - "content_similarity": 0.025, - "size_similarity": 0.722, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - "src/transformers/models", - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-43532-3", - "pr_numbers": [ - 43532, - 43649, - 44599 - ], - "representative_pr_number": 43532, - "average_similarity": 0.494, - "summary": "3 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.", - "shared_filenames": [ - ".github/workflows/self-comment-ci.yml", - "utils/notification_service.py", - ".github/workflows/self-scheduled.yml", - "tests/models/vit/test_modeling_vit.py" - ], - "shared_directories": [ - ".github/workflows", - ".github", - "tests/models/vit", - "tests/models", - "utils", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 43532, - "right_pr_number": 44599, - "similarity": 0.543, - "content_similarity": 0.548, - "size_similarity": 0.726, - "breadth_similarity": 0.208, - "concentration_similarity": 0.605, - "shared_filenames": [ - ".github/workflows/self-comment-ci.yml" - ], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 43532, - "right_pr_number": 43649, - "similarity": 0.503, - "content_similarity": 0.445, - "size_similarity": 0.395, - "breadth_similarity": 0.875, - "concentration_similarity": 0.893, - "shared_filenames": [ - ".github/workflows/self-comment-ci.yml", - ".github/workflows/self-scheduled.yml", - "tests/models/vit/test_modeling_vit.py", - "utils/notification_service.py" - ], - "shared_directories": [ - "tests/models/vit", - ".github/workflows", - "tests/models", - ".github", - "tests", - "utils" + "src/transformers/models", + "src/transformers", + "src" ] }, { - "left_pr_number": 43649, - "right_pr_number": 44599, - "similarity": 0.435, - "content_similarity": 0.442, - "size_similarity": 0.545, - "breadth_similarity": 0.188, - "concentration_similarity": 0.498, - "shared_filenames": [ - ".github/workflows/self-comment-ci.yml" - ], + "left_pr_number": 43997, + "right_pr_number": 44019, + "similarity": 0.267, + "content_similarity": 0.013, + "size_similarity": 0.722, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ - ".github/workflows", - ".github" + "src/transformers/models", + "src/transformers", + "src" ] } ] @@ -1156,21 +2448,18 @@ 44547 ], "representative_pr_number": 43549, - "average_similarity": 0.471, + "average_similarity": 0.467, "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.", "shared_filenames": [ "src/transformers/modeling_flash_attention_utils.py" ], - "shared_directories": [ - "src/transformers", - "src" - ], + "shared_directories": [], "pairwise": [ { "left_pr_number": 41097, "right_pr_number": 43549, - "similarity": 0.556, - "content_similarity": 0.452, + "similarity": 0.553, + "content_similarity": 0.446, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1185,8 +2474,8 @@ { "left_pr_number": 43549, "right_pr_number": 44547, - "similarity": 0.444, - "content_similarity": 0.363, + "similarity": 0.441, + "content_similarity": 0.358, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1201,8 +2490,8 @@ { "left_pr_number": 41097, "right_pr_number": 44547, - "similarity": 0.412, - "content_similarity": 0.339, + "similarity": 0.408, + "content_similarity": 0.334, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1217,55 +2506,48 @@ ] }, { - "cluster_id": "pr-scope-44290-3", + "cluster_id": "pr-scope-33686-3", "pr_numbers": [ - 44290, - 44342, - 44799 - ], - "representative_pr_number": 44342, - "average_similarity": 0.368, - "summary": "3 open PRs share weighted file overlap around `docs/source/en/perf_train_gpu_one.md`, `docs/source/en/_toctree.yml`; representative PR #44342.", - "shared_filenames": [ - "docs/source/en/perf_train_gpu_one.md", - "docs/source/en/_toctree.yml" + 33686, + 44407, + 44550 ], + "representative_pr_number": 44550, + "average_similarity": 0.372, + "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", + "shared_filenames": [], "shared_directories": [ "docs/source/en", "docs/source", - "docs" + "docs", + "docs/source/en/model_doc" ], "pairwise": [ { - "left_pr_number": 44342, - "right_pr_number": 44799, - "similarity": 0.388, - "content_similarity": 0.229, - "size_similarity": 0.683, - "breadth_similarity": 0.75, - "concentration_similarity": 0.998, - "shared_filenames": [ - "docs/source/en/_toctree.yml", - "docs/source/en/perf_train_gpu_one.md" - ], + "left_pr_number": 33686, + "right_pr_number": 44550, + "similarity": 0.395, + "content_similarity": 0.136, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ + "docs/source/en/model_doc", "docs/source/en", "docs/source", "docs" ] }, { - "left_pr_number": 44290, - "right_pr_number": 44342, - "similarity": 0.372, - "content_similarity": 0.147, - "size_similarity": 0.904, - "breadth_similarity": 0.833, + "left_pr_number": 44407, + "right_pr_number": 44550, + "similarity": 0.366, + "content_similarity": 0.103, + "size_similarity": 0.957, + "breadth_similarity": 1.0, "concentration_similarity": 1.0, - "shared_filenames": [ - "docs/source/en/_toctree.yml", - "docs/source/en/perf_train_gpu_one.md" - ], + "shared_filenames": [], "shared_directories": [ "docs/source/en", "docs/source", @@ -1273,17 +2555,14 @@ ] }, { - "left_pr_number": 44290, - "right_pr_number": 44799, - "similarity": 0.344, - "content_similarity": 0.175, - "size_similarity": 0.756, - "breadth_similarity": 0.583, - "concentration_similarity": 0.998, - "shared_filenames": [ - "docs/source/en/_toctree.yml", - "docs/source/en/perf_train_gpu_one.md" - ], + "left_pr_number": 33686, + "right_pr_number": 44407, + "similarity": 0.354, + "content_similarity": 0.087, + "size_similarity": 0.957, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], "shared_directories": [ "docs/source/en", "docs/source", @@ -1310,9 +2589,7 @@ "tests/models/gpt_neo", "src/transformers/models", "tests/models", - "src/transformers", - "tests", - "src" + "tests" ], "pairwise": [ { @@ -1339,6 +2616,71 @@ } ] }, + { + "cluster_id": "pr-scope-40962-2", + "pr_numbers": [ + 40962, + 45186 + ], + "representative_pr_number": 40962, + "average_similarity": 0.925, + "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/isaac.md`, `src/transformers/models/isaac/__init__.py`, `src/transformers/models/isaac/configuration_isaac.py`; representative PR #40962.", + "shared_filenames": [ + "docs/source/en/model_doc/isaac.md", + "src/transformers/models/isaac/__init__.py", + "src/transformers/models/isaac/configuration_isaac.py", + "src/transformers/models/isaac/image_processing_isaac.py", + "src/transformers/models/isaac/modeling_isaac.py", + "src/transformers/models/isaac/modular_isaac.py", + "src/transformers/models/isaac/processing_isaac.py", + "tests/models/isaac/__init__.py" + ], + "shared_directories": [ + "src/transformers/models/isaac", + "docs/source/en/model_doc", + "src/transformers/models/auto", + "tests/models/isaac", + "docs/source/en", + "src/transformers/models", + "tests/utils", + "docs/source" + ], + "pairwise": [ + { + "left_pr_number": 40962, + "right_pr_number": 45186, + "similarity": 0.925, + "content_similarity": 0.943, + "size_similarity": 0.818, + "breadth_similarity": 1.0, + "concentration_similarity": 0.832, + "shared_filenames": [ + "docs/source/en/_toctree.yml", + "docs/source/en/model_doc/isaac.md", + "src/transformers/conversion_mapping.py", + "src/transformers/modeling_utils.py", + "src/transformers/models/__init__.py", + "src/transformers/models/auto/configuration_auto.py", + "src/transformers/models/auto/image_processing_auto.py", + "src/transformers/models/auto/modeling_auto.py", + "src/transformers/models/auto/processing_auto.py", + "src/transformers/models/isaac/__init__.py" + ], + "shared_directories": [ + "docs/source/en/model_doc", + "src/transformers/models/auto", + "src/transformers/models/isaac", + "docs/source/en", + "src/transformers/models", + "tests/models/isaac", + "docs/source", + "src/transformers", + "tests/models", + "tests/utils" + ] + } + ] + }, { "cluster_id": "pr-scope-43251-2", "pr_numbers": [ @@ -1352,9 +2694,7 @@ "src/transformers/loss/loss_utils.py" ], "shared_directories": [ - "src/transformers/loss", - "src/transformers", - "src" + "src/transformers/loss" ], "pairwise": [ { @@ -1376,6 +2716,38 @@ } ] }, + { + "cluster_id": "pr-scope-45351-2", + "pr_numbers": [ + 45351, + 45427 + ], + "representative_pr_number": 45351, + "average_similarity": 0.852, + "summary": "2 open PRs share weighted file overlap around `src/transformers/testing_utils.py`; representative PR #45351.", + "shared_filenames": [ + "src/transformers/testing_utils.py" + ], + "shared_directories": [], + "pairwise": [ + { + "left_pr_number": 45351, + "right_pr_number": 45427, + "similarity": 0.852, + "content_similarity": 0.789, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/testing_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-41251-2", "pr_numbers": [ @@ -1383,7 +2755,7 @@ 44481 ], "representative_pr_number": 41251, - "average_similarity": 0.865, + "average_similarity": 0.822, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deepseek_v32.md`, `src/transformers/models/deepseek_v32/__init__.py`, `src/transformers/models/deepseek_v32/configuration_deepseek_v32.py`; representative PR #41251.", "shared_filenames": [ "docs/source/en/model_doc/deepseek_v32.md", @@ -1409,11 +2781,11 @@ { "left_pr_number": 41251, "right_pr_number": 44481, - "similarity": 0.865, - "content_similarity": 0.906, - "size_similarity": 0.716, - "breadth_similarity": 0.743, - "concentration_similarity": 0.977, + "similarity": 0.822, + "content_similarity": 0.84, + "size_similarity": 0.634, + "breadth_similarity": 0.89, + "concentration_similarity": 0.984, "shared_filenames": [ "docs/source/en/_toctree.yml", "docs/source/en/model_doc/deepseek_v32.md", @@ -1441,71 +2813,6 @@ } ] }, - { - "cluster_id": "pr-scope-43538-2", - "pr_numbers": [ - 43538, - 44830 - ], - "representative_pr_number": 43538, - "average_similarity": 0.831, - "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/audioflamingo3.md`, `docs/source/en/model_doc/musicflamingo.md`, `src/transformers/models/audioflamingo3/configuration_audioflamingo3.py`; representative PR #43538.", - "shared_filenames": [ - "docs/source/en/model_doc/audioflamingo3.md", - "docs/source/en/model_doc/musicflamingo.md", - "src/transformers/models/audioflamingo3/configuration_audioflamingo3.py", - "src/transformers/models/glmasr/processing_glmasr.py", - "src/transformers/models/musicflamingo/__init__.py", - "src/transformers/models/musicflamingo/configuration_musicflamingo.py", - "src/transformers/models/musicflamingo/convert_musicflamingo_to_hf.py", - "src/transformers/models/musicflamingo/modeling_musicflamingo.py" - ], - "shared_directories": [ - "src/transformers/models/musicflamingo", - "src/transformers/models/glmasr", - "src/transformers/models/audioflamingo3", - "docs/source/en/model_doc", - "src/transformers/models/auto", - "tests/fixtures/audioflamingo3", - "tests/fixtures/musicflamingo", - "tests/models/audioflamingo3" - ], - "pairwise": [ - { - "left_pr_number": 43538, - "right_pr_number": 44830, - "similarity": 0.831, - "content_similarity": 0.842, - "size_similarity": 0.748, - "breadth_similarity": 0.862, - "concentration_similarity": 0.865, - "shared_filenames": [ - "docs/source/en/_toctree.yml", - "docs/source/en/model_doc/audioflamingo3.md", - "docs/source/en/model_doc/musicflamingo.md", - "docs/source/en/model_doc/vibevoice_acoustic_tokenizer.md", - "src/transformers/models/__init__.py", - "src/transformers/models/audioflamingo3/configuration_audioflamingo3.py", - "src/transformers/models/audioflamingo3/modeling_audioflamingo3.py", - "src/transformers/models/audioflamingo3/modular_audioflamingo3.py", - "src/transformers/models/audioflamingo3/processing_audioflamingo3.py", - "src/transformers/models/auto/configuration_auto.py" - ], - "shared_directories": [ - "docs/source/en/model_doc", - "src/transformers/models/audioflamingo3", - "src/transformers/models/auto", - "src/transformers/models/glmasr", - "src/transformers/models/musicflamingo", - "docs/source/en", - "src/transformers/models", - "tests/fixtures/audioflamingo3", - "tests/fixtures/musicflamingo", - "tests/models/audioflamingo3" - ] - } - ] - }, { "cluster_id": "pr-scope-43543-2", "pr_numbers": [ @@ -1513,17 +2820,17 @@ 43775 ], "representative_pr_number": 43543, - "average_similarity": 0.819, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/jetmoe/modeling_jetmoe.py`; representative PR #43543.", + "average_similarity": 0.82, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/jamba/modeling_jamba.py`; representative PR #43543.", "shared_filenames": [ "src/transformers/models/dbrx/modeling_dbrx.py", "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py", + "src/transformers/models/jamba/modeling_jamba.py", "src/transformers/models/jetmoe/modeling_jetmoe.py", "src/transformers/models/minimax_m2/modeling_minimax_m2.py", "src/transformers/models/mixtral/modeling_mixtral.py", "src/transformers/models/phimoe/modeling_phimoe.py", - "src/transformers/models/flex_olmo/modeling_flex_olmo.py", - "src/transformers/models/gpt_oss/modeling_gpt_oss.py" + "src/transformers/models/flex_olmo/modeling_flex_olmo.py" ], "shared_directories": [ "src/transformers/models/dbrx", @@ -1532,15 +2839,15 @@ "src/transformers/models/minimax_m2", "src/transformers/models/phimoe", "src/transformers/models/flex_olmo", - "src/transformers/models/mixtral", - "src/transformers/models/qwen3_moe" + "src/transformers/models/jamba", + "src/transformers/models/mixtral" ], "pairwise": [ { "left_pr_number": 43543, "right_pr_number": 43775, - "similarity": 0.819, - "content_similarity": 0.913, + "similarity": 0.82, + "content_similarity": 0.914, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1578,7 +2885,7 @@ 44375 ], "representative_pr_number": 36895, - "average_similarity": 0.726, + "average_similarity": 0.761, "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/rf_detr.md`, `src/transformers/loss/loss_lw_detr.py`, `src/transformers/models/rf_detr/__init__.py`; representative PR #36895.", "shared_filenames": [ "docs/source/en/model_doc/rf_detr.md", @@ -1604,11 +2911,11 @@ { "left_pr_number": 36895, "right_pr_number": 44375, - "similarity": 0.726, - "content_similarity": 0.662, - "size_similarity": 0.822, - "breadth_similarity": 0.926, - "concentration_similarity": 0.931, + "similarity": 0.761, + "content_similarity": 0.721, + "size_similarity": 0.806, + "breadth_similarity": 0.886, + "concentration_similarity": 0.93, "shared_filenames": [ "docs/source/en/_toctree.yml", "docs/source/en/model_doc/rf_detr.md", @@ -1643,21 +2950,18 @@ 43469 ], "representative_pr_number": 41441, - "average_similarity": 0.693, + "average_similarity": 0.681, "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.", "shared_filenames": [ "src/transformers/hf_argparser.py" ], - "shared_directories": [ - "src/transformers", - "src" - ], + "shared_directories": [], "pairwise": [ { "left_pr_number": 41441, "right_pr_number": 43469, - "similarity": 0.693, - "content_similarity": 0.768, + "similarity": 0.681, + "content_similarity": 0.752, "size_similarity": 0.45, "breadth_similarity": 0.5, "concentration_similarity": 0.75, @@ -1671,6 +2975,65 @@ } ] }, + { + "cluster_id": "pr-scope-43020-2", + "pr_numbers": [ + 43020, + 45144 + ], + "representative_pr_number": 43020, + "average_similarity": 0.681, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py`; representative PR #43020.", + "shared_filenames": [ + "src/transformers/models/mimo_v2_flash/__init__.py", + "src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py", + "src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py", + "tests/models/mimo_v2_flash/__init__.py", + "tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py", + "src/transformers/models/__init__.py", + "src/transformers/models/auto/configuration_auto.py", + "src/transformers/models/auto/modeling_auto.py" + ], + "shared_directories": [ + "src/transformers/models/mimo_v2_flash", + "src/transformers/models/auto", + "tests/models/mimo_v2_flash", + "src/transformers/models", + "tests/models", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 43020, + "right_pr_number": 45144, + "similarity": 0.681, + "content_similarity": 0.697, + "size_similarity": 0.545, + "breadth_similarity": 0.661, + "concentration_similarity": 0.899, + "shared_filenames": [ + "src/transformers/models/__init__.py", + "src/transformers/models/auto/configuration_auto.py", + "src/transformers/models/auto/modeling_auto.py", + "src/transformers/models/mimo_v2_flash/__init__.py", + "src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py", + "src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py", + "tests/models/mimo_v2_flash/__init__.py", + "tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models/mimo_v2_flash", + "src/transformers/models", + "tests/models/mimo_v2_flash", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-43779-2", "pr_numbers": [ @@ -1678,22 +3041,20 @@ 43816 ], "representative_pr_number": 43779, - "average_similarity": 0.661, + "average_similarity": 0.666, "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" + "src/transformers/integrations" ], "pairwise": [ { "left_pr_number": 43779, "right_pr_number": 43816, - "similarity": 0.661, - "content_similarity": 0.677, + "similarity": 0.666, + "content_similarity": 0.683, "size_similarity": 0.25, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1709,36 +3070,36 @@ ] }, { - "cluster_id": "pr-scope-43349-2", + "cluster_id": "pr-scope-44101-2", "pr_numbers": [ - 43349, - 44832 + 44101, + 44116 ], - "representative_pr_number": 43349, - "average_similarity": 0.607, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/finegrained_fp8.py`; representative PR #43349.", + "representative_pr_number": 44101, + "average_similarity": 0.55, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", "shared_filenames": [ - "src/transformers/integrations/finegrained_fp8.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" + "src/transformers/models/flaubert", + "src/transformers/models" ], "pairwise": [ { - "left_pr_number": 43349, - "right_pr_number": 44832, - "similarity": 0.607, - "content_similarity": 0.752, - "size_similarity": 0.02, - "breadth_similarity": 0.292, - "concentration_similarity": 0.98, + "left_pr_number": 44101, + "right_pr_number": 44116, + "similarity": 0.55, + "content_similarity": 0.61, + "size_similarity": 0.319, + "breadth_similarity": 0.5, + "concentration_similarity": 0.507, "shared_filenames": [ - "src/transformers/integrations/finegrained_fp8.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ - "src/transformers/integrations", + "src/transformers/models/flaubert", + "src/transformers/models", "src/transformers", "src" ] @@ -1746,224 +3107,247 @@ ] }, { - "cluster_id": "pr-scope-44763-2", + "cluster_id": "pr-scope-43085-2", "pr_numbers": [ - 44763, - 44888 + 43085, + 45384 ], - "representative_pr_number": 44763, - "average_similarity": 0.592, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/nemotron_h/modular_nemotron_h.py`, `src/transformers/models/nemotron_h/modeling_nemotron_h.py`; representative PR #44763.", + "representative_pr_number": 43085, + "average_similarity": 0.543, + "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/stopping_criteria.py`, `tests/generation/test_stopping_criteria.py`; representative PR #43085.", "shared_filenames": [ - "src/transformers/models/nemotron_h/modular_nemotron_h.py", - "src/transformers/models/nemotron_h/modeling_nemotron_h.py" + "src/transformers/generation/stopping_criteria.py", + "tests/generation/test_stopping_criteria.py" ], "shared_directories": [ - "src/transformers/models/nemotron_h", - "src/transformers/models", - "src/transformers", - "src" + "src/transformers/generation", + "tests/generation", + "tests" ], "pairwise": [ { - "left_pr_number": 44763, - "right_pr_number": 44888, - "similarity": 0.592, - "content_similarity": 0.459, - "size_similarity": 0.917, - "breadth_similarity": 0.833, - "concentration_similarity": 1.0, + "left_pr_number": 43085, + "right_pr_number": 45384, + "similarity": 0.543, + "content_similarity": 0.623, + "size_similarity": 0.048, + "breadth_similarity": 0.7, + "concentration_similarity": 0.608, "shared_filenames": [ - "src/transformers/models/nemotron_h/modeling_nemotron_h.py", - "src/transformers/models/nemotron_h/modular_nemotron_h.py" + "src/transformers/generation/stopping_criteria.py", + "tests/generation/test_stopping_criteria.py" ], "shared_directories": [ - "src/transformers/models/nemotron_h", - "src/transformers/models", + "src/transformers/generation", "src/transformers", - "src" + "tests/generation", + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-44157-2", + "cluster_id": "pr-scope-43532-2", "pr_numbers": [ - 44157, - 44973 + 43532, + 43649 ], - "representative_pr_number": 44157, - "average_similarity": 0.555, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm_ocr/modular_glm_ocr.py`, `src/transformers/models/video_llama_3/modular_video_llama_3.py`, `src/transformers/models/glm4v/modeling_glm4v.py`; representative PR #44157.", + "representative_pr_number": 43532, + "average_similarity": 0.512, + "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.", "shared_filenames": [ - "src/transformers/models/glm_ocr/modular_glm_ocr.py", - "src/transformers/models/video_llama_3/modular_video_llama_3.py", - "src/transformers/models/glm4v/modeling_glm4v.py", - "src/transformers/models/glm_ocr/modeling_glm_ocr.py", - "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py", - "src/transformers/models/video_llama_3/modeling_video_llama_3.py", - "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", - "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py" + "utils/notification_service.py", + ".github/workflows/self-comment-ci.yml", + ".github/workflows/self-scheduled.yml", + "tests/models/vit/test_modeling_vit.py" ], "shared_directories": [ - "src/transformers/models/glm_ocr", - "src/transformers/models/video_llama_3", - "src/transformers/models/glm4v", - "src/transformers/models/glm4v_moe", - "src/transformers/models/qwen2_5_omni", - "src/transformers/models/qwen2_vl", - "src/transformers/models/qwen3_5_moe", - "src/transformers/models/paddleocr_vl" + "tests/models/vit", + ".github/workflows", + "tests/models", + ".github", + "utils", + "tests" + ], + "pairwise": [ + { + "left_pr_number": 43532, + "right_pr_number": 43649, + "similarity": 0.512, + "content_similarity": 0.458, + "size_similarity": 0.395, + "breadth_similarity": 0.875, + "concentration_similarity": 0.893, + "shared_filenames": [ + ".github/workflows/self-comment-ci.yml", + ".github/workflows/self-scheduled.yml", + "tests/models/vit/test_modeling_vit.py", + "utils/notification_service.py" + ], + "shared_directories": [ + "tests/models/vit", + ".github/workflows", + "tests/models", + ".github", + "tests", + "utils" + ] + } + ] + }, + { + "cluster_id": "pr-scope-45056-2", + "pr_numbers": [ + 45056, + 45128 + ], + "representative_pr_number": 45056, + "average_similarity": 0.505, + "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.", + "shared_filenames": [ + "src/transformers/utils/auto_docstring.py" + ], + "shared_directories": [ + "src/transformers/utils" ], "pairwise": [ { - "left_pr_number": 44157, - "right_pr_number": 44973, - "similarity": 0.555, - "content_similarity": 0.594, - "size_similarity": 0.029, - "breadth_similarity": 0.896, - "concentration_similarity": 0.919, + "left_pr_number": 45056, + "right_pr_number": 45128, + "similarity": 0.505, + "content_similarity": 0.401, + "size_similarity": 0.669, + "breadth_similarity": 0.875, + "concentration_similarity": 0.724, "shared_filenames": [ - "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", - "src/transformers/models/glm4v/modeling_glm4v.py", - "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", - "src/transformers/models/glm_ocr/modeling_glm_ocr.py", - "src/transformers/models/glm_ocr/modular_glm_ocr.py", - "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", - "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py", - "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py", - "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py", - "src/transformers/models/qwen2_vl/modeling_qwen2_vl.py" + "src/transformers/utils/auto_docstring.py" ], "shared_directories": [ - "src/transformers/models/ernie4_5_vl_moe", - "src/transformers/models/glm4v", - "src/transformers/models/glm4v_moe", - "src/transformers/models/glm_ocr", - "src/transformers/models/paddleocr_vl", - "src/transformers/models/qwen2_5_omni", - "src/transformers/models/qwen2_5_vl", - "src/transformers/models/qwen2_vl", - "src/transformers/models/qwen3_5", - "src/transformers/models/qwen3_5_moe" + "src/transformers/utils", + "src/transformers", + "src" ] } ] }, { - "cluster_id": "pr-scope-44101-2", + "cluster_id": "pr-scope-44543-2", "pr_numbers": [ - 44101, - 44116 + 44543, + 45422 ], - "representative_pr_number": 44101, - "average_similarity": 0.553, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", + "representative_pr_number": 44543, + "average_similarity": 0.5, + "summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.", "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "tests/test_processing_common.py", + "src/transformers/processing_utils.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models", - "src/transformers", - "src" + "tests" ], "pairwise": [ { - "left_pr_number": 44101, - "right_pr_number": 44116, - "similarity": 0.553, - "content_similarity": 0.614, - "size_similarity": 0.319, - "breadth_similarity": 0.5, - "concentration_similarity": 0.507, + "left_pr_number": 44543, + "right_pr_number": 45422, + "similarity": 0.5, + "content_similarity": 0.478, + "size_similarity": 0.331, + "breadth_similarity": 0.75, + "concentration_similarity": 0.802, "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models", "src/transformers", - "src" + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-43833-2", + "cluster_id": "pr-scope-45332-2", "pr_numbers": [ - 43833, - 45001 + 45332, + 45333 ], - "representative_pr_number": 43833, - "average_similarity": 0.543, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.", + "representative_pr_number": 45332, + "average_similarity": 0.495, + "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.", "shared_filenames": [ - "src/transformers/integrations/moe.py" + "src/transformers/heterogeneity/__init__.py", + "src/transformers/heterogeneity/configuration_utils.py", + "tests/heterogeneity/__init__.py", + "tests/heterogeneity/test_configuration_utils.py", + "src/transformers/configuration_utils.py" ], "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" + "src/transformers/heterogeneity", + "tests/heterogeneity", + "tests" ], "pairwise": [ { - "left_pr_number": 43833, - "right_pr_number": 45001, - "similarity": 0.543, - "content_similarity": 0.409, - "size_similarity": 0.714, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45332, + "right_pr_number": 45333, + "similarity": 0.495, + "content_similarity": 0.526, + "size_similarity": 0.215, + "breadth_similarity": 0.479, + "concentration_similarity": 0.945, "shared_filenames": [ - "src/transformers/integrations/moe.py" + "src/transformers/configuration_utils.py", + "src/transformers/heterogeneity/__init__.py", + "src/transformers/heterogeneity/configuration_utils.py", + "tests/heterogeneity/__init__.py", + "tests/heterogeneity/test_configuration_utils.py" ], "shared_directories": [ - "src/transformers/integrations", + "src/transformers/heterogeneity", "src/transformers", - "src" + "tests/heterogeneity", + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-44713-2", + "cluster_id": "pr-scope-43665-2", "pr_numbers": [ - 44713, - 45000 + 43665, + 45385 ], - "representative_pr_number": 44713, - "average_similarity": 0.466, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/colqwen2/modeling_colqwen2.py`, `src/transformers/models/colqwen2/modular_colqwen2.py`; representative PR #44713.", + "representative_pr_number": 43665, + "average_similarity": 0.469, + "summary": "2 open PRs share weighted file overlap around `tests/models/clip/test_modeling_clip.py`; representative PR #43665.", "shared_filenames": [ - "src/transformers/models/colqwen2/modeling_colqwen2.py", - "src/transformers/models/colqwen2/modular_colqwen2.py" + "tests/models/clip/test_modeling_clip.py" ], "shared_directories": [ - "src/transformers/models/colqwen2", - "src/transformers/models", - "src/transformers", - "src" + "tests/models/clip", + "tests/models", + "tests" ], "pairwise": [ { - "left_pr_number": 44713, - "right_pr_number": 45000, - "similarity": 0.466, - "content_similarity": 0.54, - "size_similarity": 0.331, - "breadth_similarity": 0.196, - "concentration_similarity": 0.377, + "left_pr_number": 43665, + "right_pr_number": 45385, + "similarity": 0.469, + "content_similarity": 0.34, + "size_similarity": 0.6, + "breadth_similarity": 1.0, + "concentration_similarity": 0.822, "shared_filenames": [ - "src/transformers/models/colqwen2/modeling_colqwen2.py", - "src/transformers/models/colqwen2/modular_colqwen2.py" + "tests/models/clip/test_modeling_clip.py" ], "shared_directories": [ - "src/transformers/models/colqwen2", - "src/transformers/models", - "src/transformers", - "src" + "tests/models/clip", + "tests/models", + "tests" ] } ] @@ -1975,7 +3359,7 @@ 44339 ], "representative_pr_number": 41356, - "average_similarity": 0.464, + "average_similarity": 0.46, "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", @@ -1993,17 +3377,17 @@ "src/transformers/models", "docs/source", "tests/models", - "src/transformers" + "docs" ], "pairwise": [ { "left_pr_number": 41356, "right_pr_number": 44339, - "similarity": 0.464, - "content_similarity": 0.506, - "size_similarity": 0.084, + "similarity": 0.46, + "content_similarity": 0.499, + "size_similarity": 0.082, "breadth_similarity": 0.5, - "concentration_similarity": 0.951, + "concentration_similarity": 0.96, "shared_filenames": [ "docs/source/en/model_doc/deimv2.md", "src/transformers/models/deimv2/__init__.py", @@ -2028,303 +3412,300 @@ ] }, { - "cluster_id": "pr-scope-44385-2", + "cluster_id": "pr-scope-42112-2", "pr_numbers": [ - 44385, - 44615 + 42112, + 45413 ], - "representative_pr_number": 44385, + "representative_pr_number": 42112, "average_similarity": 0.433, - "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44385.", + "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`; representative PR #42112.", "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/generation/logits_process.py", + "tests/generation/test_logits_process.py" ], "shared_directories": [ - "src/transformers/utils", - "src/transformers", - "src" + "src/transformers/generation", + "tests/generation", + "tests" ], "pairwise": [ { - "left_pr_number": 44385, - "right_pr_number": 44615, + "left_pr_number": 42112, + "right_pr_number": 45413, "similarity": 0.433, - "content_similarity": 0.372, - "size_similarity": 0.371, - "breadth_similarity": 0.667, - "concentration_similarity": 1.0, + "content_similarity": 0.48, + "size_similarity": 0.019, + "breadth_similarity": 0.458, + "concentration_similarity": 0.969, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/generation/logits_process.py", + "tests/generation/test_logits_process.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/generation", "src/transformers", - "src" + "tests/generation", + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-43587-2", + "cluster_id": "pr-scope-40755-2", "pr_numbers": [ - 43587, - 44992 + 40755, + 45233 ], - "representative_pr_number": 43587, - "average_similarity": 0.412, - "summary": "2 open PRs share weighted file overlap around `utils/check_docstrings.py`; representative PR #43587.", + "representative_pr_number": 40755, + "average_similarity": 0.42, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`; representative PR #40755.", "shared_filenames": [ - "utils/check_docstrings.py" + "src/transformers/models/timesfm/modeling_timesfm.py", + "src/transformers/models/timesfm/modular_timesfm.py" ], "shared_directories": [ - "utils" + "src/transformers/models/timesfm", + "src/transformers/models", + "tests/models", + "tests" ], "pairwise": [ { - "left_pr_number": 43587, - "right_pr_number": 44992, - "similarity": 0.412, - "content_similarity": 0.245, - "size_similarity": 0.787, - "breadth_similarity": 0.8, - "concentration_similarity": 0.849, + "left_pr_number": 40755, + "right_pr_number": 45233, + "similarity": 0.42, + "content_similarity": 0.347, + "size_similarity": 0.211, + "breadth_similarity": 1.0, + "concentration_similarity": 0.901, "shared_filenames": [ - "utils/check_docstrings.py" + "src/transformers/models/timesfm/modeling_timesfm.py", + "src/transformers/models/timesfm/modular_timesfm.py" ], "shared_directories": [ - "utils" + "src/transformers/models/timesfm", + "src/transformers/models", + "src/transformers", + "tests/models", + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-44889-2", + "cluster_id": "pr-scope-44385-2", "pr_numbers": [ - 44889, - 44981 + 44385, + 44615 ], - "representative_pr_number": 44889, - "average_similarity": 0.412, - "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.", + "representative_pr_number": 44385, + "average_similarity": 0.417, + "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44385.", "shared_filenames": [ - "src/transformers/trainer.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ - "tests/trainer", - "src/transformers", - "tests", - "src" + "src/transformers/utils" ], "pairwise": [ { - "left_pr_number": 44889, - "right_pr_number": 44981, - "similarity": 0.412, - "content_similarity": 0.176, - "size_similarity": 0.991, - "breadth_similarity": 1.0, - "concentration_similarity": 0.812, + "left_pr_number": 44385, + "right_pr_number": 44615, + "similarity": 0.417, + "content_similarity": 0.349, + "size_similarity": 0.371, + "breadth_similarity": 0.667, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/trainer.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ + "src/transformers/utils", "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] } ] }, { - "cluster_id": "pr-scope-44146-2", + "cluster_id": "pr-scope-45279-2", "pr_numbers": [ - 44146, - 44949 + 45279, + 45436 ], - "representative_pr_number": 44146, + "representative_pr_number": 45279, "average_similarity": 0.409, - "summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_callback.py`; representative PR #44146.", + "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/tensor_parallel.py`; representative PR #45279.", "shared_filenames": [ - "tests/trainer/test_trainer_callback.py" + "src/transformers/integrations/tensor_parallel.py" ], "shared_directories": [ - "tests/trainer", - "src/transformers", - "tests", - "src" + "src/transformers/integrations", + "src/transformers/models" ], "pairwise": [ { - "left_pr_number": 44146, - "right_pr_number": 44949, + "left_pr_number": 45279, + "right_pr_number": 45436, "similarity": 0.409, - "content_similarity": 0.284, - "size_similarity": 0.605, - "breadth_similarity": 0.75, - "concentration_similarity": 0.898, + "content_similarity": 0.319, + "size_similarity": 0.49, + "breadth_similarity": 0.667, + "concentration_similarity": 0.911, "shared_filenames": [ - "tests/trainer/test_trainer_callback.py" + "src/transformers/integrations/tensor_parallel.py" ], "shared_directories": [ + "src/transformers/integrations", + "src/transformers/models", "src/transformers", - "tests/trainer", - "src", - "tests" + "src" ] } ] }, { - "cluster_id": "pr-scope-44425-2", + "cluster_id": "pr-scope-44889-2", "pr_numbers": [ - 44425, - 44891 + 44889, + 44981 ], - "representative_pr_number": 44425, - "average_similarity": 0.406, - "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer_callback.py`; representative PR #44425.", + "representative_pr_number": 44889, + "average_similarity": 0.404, + "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.", "shared_filenames": [ - "src/transformers/trainer_callback.py" + "src/transformers/trainer.py" ], "shared_directories": [ - "src/transformers", - "src" + "tests/trainer", + "tests" ], "pairwise": [ { - "left_pr_number": 44425, - "right_pr_number": 44891, - "similarity": 0.406, - "content_similarity": 0.507, - "size_similarity": 0.004, - "breadth_similarity": 0.196, - "concentration_similarity": 0.618, + "left_pr_number": 44889, + "right_pr_number": 44981, + "similarity": 0.404, + "content_similarity": 0.164, + "size_similarity": 0.991, + "breadth_similarity": 1.0, + "concentration_similarity": 0.812, "shared_filenames": [ - "src/transformers/trainer_callback.py" + "src/transformers/trainer.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/trainer", + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-42975-2", + "cluster_id": "pr-scope-44974-2", "pr_numbers": [ - 42975, - 42976 + 44974, + 45421 ], - "representative_pr_number": 42975, - "average_similarity": 0.405, - "summary": "2 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #42975.", + "representative_pr_number": 44974, + "average_similarity": 0.404, + "summary": "2 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`; representative PR #44974.", "shared_filenames": [ - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/check_failed_tests.yml", - ".github/workflows/new_model_pr_merged_notification.yml", - ".github/workflows/release-conda.yml" + "src/transformers/core_model_loading.py" ], "shared_directories": [ - ".github/workflows", - ".github" + "tests" ], "pairwise": [ { - "left_pr_number": 42975, - "right_pr_number": 42976, - "similarity": 0.405, - "content_similarity": 0.399, - "size_similarity": 0.101, - "breadth_similarity": 0.606, - "concentration_similarity": 1.0, + "left_pr_number": 44974, + "right_pr_number": 45421, + "similarity": 0.404, + "content_similarity": 0.306, + "size_similarity": 0.618, + "breadth_similarity": 0.667, + "concentration_similarity": 0.619, "shared_filenames": [ - ".github/workflows/build-ci-docker-images.yml", - ".github/workflows/build-docker-images.yml", - ".github/workflows/build-nightly-ci-docker-images.yml", - ".github/workflows/build-past-ci-docker-images.yml", - ".github/workflows/check_failed_tests.yml", - ".github/workflows/new_model_pr_merged_notification.yml", - ".github/workflows/release-conda.yml" + "src/transformers/core_model_loading.py" ], "shared_directories": [ - ".github/workflows", - ".github" + "src/transformers", + "src", + "tests" ] } ] }, { - "cluster_id": "pr-scope-44128-2", + "cluster_id": "pr-scope-44606-2", "pr_numbers": [ - 44128, - 44965 + 44606, + 45086 ], - "representative_pr_number": 44128, - "average_similarity": 0.382, - "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #44128.", - "shared_filenames": [], - "shared_directories": [ - ".github/workflows", - ".github" + "representative_pr_number": 44606, + "average_similarity": 0.402, + "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.", + "shared_filenames": [ + "src/transformers/tokenization_utils_tokenizers.py" ], + "shared_directories": [], "pairwise": [ { - "left_pr_number": 44128, - "right_pr_number": 44965, - "similarity": 0.382, - "content_similarity": 0.142, - "size_similarity": 0.899, + "left_pr_number": 44606, + "right_pr_number": 45086, + "similarity": 0.402, + "content_similarity": 0.312, + "size_similarity": 0.222, "breadth_similarity": 1.0, - "concentration_similarity": 0.955, - "shared_filenames": [], + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/tokenization_utils_tokenizers.py" + ], "shared_directories": [ - ".github/workflows", - ".github" + "src/transformers", + "src" ] } ] }, { - "cluster_id": "pr-scope-42112-2", + "cluster_id": "pr-scope-44369-2", "pr_numbers": [ - 42112, - 42655 + 44369, + 45114 ], - "representative_pr_number": 42112, - "average_similarity": 0.354, - "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42112.", + "representative_pr_number": 44369, + "average_similarity": 0.401, + "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.", "shared_filenames": [ - "src/transformers/generation/utils.py" + "docs/source/en/tasks/zero_shot_object_detection.md" ], "shared_directories": [ - "src/transformers/generation", - "tests/generation", - "src/transformers", - "tests", - "src" + "docs/source/en/tasks", + "docs/source/en", + "docs/source", + "docs" ], "pairwise": [ { - "left_pr_number": 42112, - "right_pr_number": 42655, - "similarity": 0.354, - "content_similarity": 0.123, - "size_similarity": 0.989, - "breadth_similarity": 0.75, - "concentration_similarity": 0.901, + "left_pr_number": 44369, + "right_pr_number": 45114, + "similarity": 0.401, + "content_similarity": 0.245, + "size_similarity": 0.808, + "breadth_similarity": 0.625, + "concentration_similarity": 0.919, "shared_filenames": [ - "src/transformers/generation/utils.py" + "docs/source/en/tasks/zero_shot_object_detection.md" ], "shared_directories": [ - "src/transformers/generation", - "src/transformers", - "tests/generation", - "src", - "tests" + "docs/source/en/tasks", + "docs/source/en", + "docs/source", + "docs" ] } ]