diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json" --- "a/pr-scope-clusters.json" +++ "b/pr-scope-clusters.json" @@ -1,8 +1,8 @@ { "repo": "huggingface/transformers", - "snapshot_id": "20260717T120048Z", - "generated_at": "2026-07-17T12:02:50Z", - "cluster_count": 82, + "snapshot_id": "20260717T180032Z", + "generated_at": "2026-07-17T18:02:34Z", + "cluster_count": 83, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-11", @@ -129,8 +129,8 @@ { "left_pr_number": 44257, "right_pr_number": 47379, - "similarity": 0.492, - "content_similarity": 0.274, + "similarity": 0.491, + "content_similarity": 0.273, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -289,7 +289,7 @@ { "left_pr_number": 44189, "right_pr_number": 45055, - "similarity": 0.445, + "similarity": 0.444, "content_similarity": 0.26, "size_similarity": 0.75, "breadth_similarity": 1.0, @@ -386,7 +386,7 @@ "left_pr_number": 43651, "right_pr_number": 47379, "similarity": 0.429, - "content_similarity": 0.327, + "content_similarity": 0.326, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -433,7 +433,7 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.42, + "similarity": 0.419, "content_similarity": 0.315, "size_similarity": 0.327, "breadth_similarity": 1.0, @@ -498,7 +498,7 @@ "left_pr_number": 43663, "right_pr_number": 45055, "similarity": 0.406, - "content_similarity": 0.341, + "content_similarity": 0.34, "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -513,8 +513,8 @@ { "left_pr_number": 44257, "right_pr_number": 45067, - "similarity": 0.401, - "content_similarity": 0.307, + "similarity": 0.4, + "content_similarity": 0.306, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -530,7 +530,7 @@ "left_pr_number": 43651, "right_pr_number": 44189, "similarity": 0.399, - "content_similarity": 0.308, + "content_similarity": 0.307, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -561,7 +561,7 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.394, + "similarity": 0.393, "content_similarity": 0.27, "size_similarity": 0.364, "breadth_similarity": 1.0, @@ -658,7 +658,7 @@ "left_pr_number": 44257, "right_pr_number": 45055, "similarity": 0.382, - "content_similarity": 0.225, + "content_similarity": 0.224, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -690,7 +690,7 @@ "left_pr_number": 44123, "right_pr_number": 44189, "similarity": 0.375, - "content_similarity": 0.306, + "content_similarity": 0.305, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -705,7 +705,7 @@ { "left_pr_number": 43636, "right_pr_number": 44123, - "similarity": 0.374, + "similarity": 0.373, "content_similarity": 0.276, "size_similarity": 0.2, "breadth_similarity": 1.0, @@ -850,7 +850,7 @@ "left_pr_number": 44257, "right_pr_number": 45273, "similarity": 0.335, - "content_similarity": 0.193, + "content_similarity": 0.192, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -865,7 +865,7 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.328, + "similarity": 0.327, "content_similarity": 0.23, "size_similarity": 0.111, "breadth_similarity": 1.0, @@ -913,205 +913,614 @@ ] }, { - "cluster_id": "pr-scope-46504-6", + "cluster_id": "pr-scope-41606-7", "pr_numbers": [ - 46504, - 46554, - 46558, - 46563, - 46716, - 46747 + 41606, + 42668, + 44543, + 45422, + 45627, + 46161, + 47386 ], - "representative_pr_number": 46716, - "average_similarity": 0.728, - "summary": "6 open PRs share weighted file overlap around `.github/workflows/pr-ci-security-gate.yml`; representative PR #46716.", + "representative_pr_number": 44543, + "average_similarity": 0.399, + "summary": "7 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #44543.", "shared_filenames": [ - ".github/workflows/pr-ci-security-gate.yml" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py", + "tests/models/auto/test_processor_auto.py", + "tests/test_tokenization_common.py", + "src/transformers/tokenization_utils_base.py" ], "shared_directories": [ - ".github/workflows", - ".github" + "src/transformers", + "tests", + "src", + "tests/models/auto", + "tests/models" ], "pairwise": [ { - "left_pr_number": 46716, - "right_pr_number": 46747, - "similarity": 0.993, - "content_similarity": 0.99, - "size_similarity": 1.0, + "left_pr_number": 41606, + "right_pr_number": 44543, + "similarity": 0.684, + "content_similarity": 0.66, + "size_similarity": 0.583, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.683, "shared_filenames": [ - 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"right_pr_number": 47257, - "similarity": 0.579, - "content_similarity": 0.585, + "similarity": 0.578, + "content_similarity": 0.583, "size_similarity": 0.419, "breadth_similarity": 0.583, "concentration_similarity": 0.972, @@ -2248,8 +2729,8 @@ { "left_pr_number": 45635, "right_pr_number": 47257, - "similarity": 0.545, - "content_similarity": 0.567, + "similarity": 0.544, + "content_similarity": 0.566, "size_similarity": 0.299, "breadth_similarity": 0.667, "concentration_similarity": 0.73, @@ -2267,8 +2748,8 @@ { "left_pr_number": 44974, "right_pr_number": 47257, - "similarity": 0.508, - "content_similarity": 0.555, + "similarity": 0.506, + "content_similarity": 0.552, "size_similarity": 0.176, "breadth_similarity": 0.533, "concentration_similarity": 0.801, @@ -2286,8 +2767,8 @@ { "left_pr_number": 45421, "right_pr_number": 45635, - "similarity": 0.464, - "content_similarity": 0.377, + "similarity": 0.462, + "content_similarity": 0.375, "size_similarity": 0.803, "breadth_similarity": 0.5, "concentration_similarity": 0.586, @@ -2304,8 +2785,8 @@ { "left_pr_number": 44974, "right_pr_number": 45421, - "similarity": 0.42, - "content_similarity": 0.301, + "similarity": 0.418, + "content_similarity": 0.298, "size_similarity": 0.735, "breadth_similarity": 0.667, "concentration_similarity": 0.657, @@ -2321,8 +2802,8 @@ { "left_pr_number": 45421, "right_pr_number": 45996, - "similarity": 0.321, - "content_similarity": 0.193, + "similarity": 0.319, + "content_similarity": 0.19, "size_similarity": 0.573, "breadth_similarity": 0.583, "concentration_similarity": 0.828, @@ -2338,8 +2819,8 @@ { "left_pr_number": 45421, "right_pr_number": 47257, - "similarity": 0.28, - "content_similarity": 0.24, + "similarity": 0.279, + "content_similarity": 0.238, "size_similarity": 0.24, "breadth_similarity": 0.333, "concentration_similarity": 0.856, @@ -2395,8 +2876,8 @@ { "left_pr_number": 34667, "right_pr_number": 45985, - "similarity": 0.592, - "content_similarity": 0.474, + "similarity": 0.591, + "content_similarity": 0.473, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2413,7 +2894,7 @@ "left_pr_number": 34667, "right_pr_number": 39683, "similarity": 0.526, - "content_similarity": 0.435, + "content_similarity": 0.434, "size_similarity": 0.478, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2464,7 +2945,7 @@ "left_pr_number": 45985, "right_pr_number": 47310, "similarity": 0.451, - "content_similarity": 0.388, + "content_similarity": 0.387, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2531,7 +3012,7 @@ { "left_pr_number": 39683, "right_pr_number": 47310, - "similarity": 0.419, + "similarity": 0.418, "content_similarity": 0.356, "size_similarity": 0.13, "breadth_similarity": 1.0, @@ -2557,7 +3038,7 @@ 47336 ], "representative_pr_number": 45649, - "average_similarity": 0.456, + "average_similarity": 0.457, "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", "shared_filenames": [ "src/transformers/modeling_utils.py" @@ -2570,8 +3051,8 @@ { "left_pr_number": 45649, "right_pr_number": 47336, - "similarity": 0.528, - "content_similarity": 0.352, + "similarity": 0.533, + "content_similarity": 0.36, "size_similarity": 0.875, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2586,8 +3067,8 @@ { "left_pr_number": 45548, "right_pr_number": 45649, - "similarity": 0.514, - "content_similarity": 0.523, + "similarity": 0.512, + "content_similarity": 0.52, "size_similarity": 0.149, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -2602,8 +3083,8 @@ { "left_pr_number": 45649, "right_pr_number": 45655, - "similarity": 0.512, - "content_similarity": 0.351, + "similarity": 0.51, + "content_similarity": 0.347, "size_similarity": 0.778, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2618,8 +3099,8 @@ { "left_pr_number": 45655, "right_pr_number": 47336, - "similarity": 0.489, - "content_similarity": 0.294, + "similarity": 0.494, + "content_similarity": 0.3, "size_similarity": 0.889, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2634,8 +3115,8 @@ { "left_pr_number": 45649, "right_pr_number": 47335, - "similarity": 0.487, - "content_similarity": 0.387, + "similarity": 0.484, + "content_similarity": 0.383, "size_similarity": 0.438, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2650,8 +3131,8 @@ { "left_pr_number": 45655, "right_pr_number": 47335, - "similarity": 0.461, - "content_similarity": 0.323, + "similarity": 0.458, + "content_similarity": 0.319, "size_similarity": 0.562, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2666,8 +3147,8 @@ { "left_pr_number": 47335, "right_pr_number": 47336, - "similarity": 0.452, - "content_similarity": 0.324, + "similarity": 0.457, + "content_similarity": 0.331, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2682,8 +3163,8 @@ { "left_pr_number": 45548, "right_pr_number": 47335, - "similarity": 0.403, - "content_similarity": 0.325, + "similarity": 0.401, + "content_similarity": 0.321, "size_similarity": 0.34, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -2697,10 +3178,10 @@ }, { "left_pr_number": 45548, - "right_pr_number": 45655, - "similarity": 0.36, - "content_similarity": 0.294, - "size_similarity": 0.191, + "right_pr_number": 47336, + "similarity": 0.362, + "content_similarity": 0.302, + "size_similarity": 0.17, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ @@ -2713,10 +3194,10 @@ }, { "left_pr_number": 45548, - "right_pr_number": 47336, + "right_pr_number": 45655, "similarity": 0.357, - "content_similarity": 0.295, - "size_similarity": 0.17, + "content_similarity": 0.291, + "size_similarity": 0.191, "breadth_similarity": 0.75, "concentration_similarity": 1.0, "shared_filenames": [ @@ -2739,7 +3220,7 @@ 47222 ], "representative_pr_number": 44615, - "average_similarity": 0.42, + "average_similarity": 0.416, "summary": "5 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.", "shared_filenames": [ "src/transformers/utils/import_utils.py" @@ -2753,8 +3234,8 @@ { "left_pr_number": 44615, "right_pr_number": 46152, - "similarity": 0.613, - "content_similarity": 0.537, + "similarity": 0.609, + "content_similarity": 0.531, "size_similarity": 0.583, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2770,8 +3251,8 @@ { "left_pr_number": 44615, "right_pr_number": 46995, - "similarity": 0.485, - "content_similarity": 0.429, + "similarity": 0.48, + "content_similarity": 0.423, "size_similarity": 0.229, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2787,8 +3268,8 @@ { "left_pr_number": 46152, "right_pr_number": 46995, - "similarity": 0.475, - "content_similarity": 0.436, + "similarity": 0.471, + "content_similarity": 0.43, "size_similarity": 0.133, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2804,8 +3285,8 @@ { "left_pr_number": 44385, "right_pr_number": 46995, - "similarity": 0.432, - "content_similarity": 0.319, + "similarity": 0.429, + "content_similarity": 0.314, "size_similarity": 0.615, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -2821,8 +3302,8 @@ { "left_pr_number": 44615, "right_pr_number": 47222, - "similarity": 0.414, - "content_similarity": 0.288, + "similarity": 0.41, + "content_similarity": 0.283, "size_similarity": 0.857, "breadth_similarity": 0.5, "concentration_similarity": 0.667, @@ -2838,8 +3319,8 @@ { "left_pr_number": 44385, "right_pr_number": 44615, - "similarity": 0.41, - "content_similarity": 0.339, + "similarity": 0.406, + "content_similarity": 0.333, "size_similarity": 0.371, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -2855,8 +3336,8 @@ { "left_pr_number": 44385, "right_pr_number": 46152, - "similarity": 0.39, - "content_similarity": 0.344, + "similarity": 0.386, + "content_similarity": 0.339, "size_similarity": 0.217, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -2872,8 +3353,8 @@ { "left_pr_number": 46152, "right_pr_number": 47222, - "similarity": 0.363, - "content_similarity": 0.293, + "similarity": 0.36, + "content_similarity": 0.288, "size_similarity": 0.5, "breadth_similarity": 0.5, "concentration_similarity": 0.667, @@ -2889,8 +3370,8 @@ { "left_pr_number": 46995, "right_pr_number": 47222, - "similarity": 0.313, - "content_similarity": 0.272, + "similarity": 0.31, + "content_similarity": 0.267, "size_similarity": 0.267, "breadth_similarity": 0.5, "concentration_similarity": 0.667, @@ -2906,8 +3387,8 @@ { "left_pr_number": 44385, "right_pr_number": 47222, - "similarity": 0.307, - "content_similarity": 0.214, + "similarity": 0.304, + "content_similarity": 0.21, "size_similarity": 0.433, "breadth_similarity": 0.583, "concentration_similarity": 0.667, @@ -2968,7 +3449,7 @@ { "left_pr_number": 46567, "right_pr_number": 47140, - "similarity": 0.85, + "similarity": 0.849, "content_similarity": 0.808, "size_similarity": 0.963, "breadth_similarity": 1.0, @@ -3076,7 +3557,7 @@ 47208 ], "representative_pr_number": 47208, - "average_similarity": 0.562, + "average_similarity": 0.563, "summary": "4 open PRs share weighted file overlap around `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`, `.github/workflows/build-past-ci-docker-images.yml`; representative PR #47208.", "shared_filenames": [ ".github/workflows/build-docker-images.yml", @@ -3096,8 +3577,8 @@ { "left_pr_number": 42975, "right_pr_number": 47208, - "similarity": 0.677, - "content_similarity": 0.66, + "similarity": 0.678, + "content_similarity": 0.661, "size_similarity": 0.439, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3121,8 +3602,8 @@ { "left_pr_number": 42975, "right_pr_number": 45077, - "similarity": 0.66, - "content_similarity": 0.596, + "similarity": 0.661, + "content_similarity": 0.598, "size_similarity": 0.731, "breadth_similarity": 0.833, "concentration_similarity": 1.0, @@ -3146,8 +3627,8 @@ { "left_pr_number": 42976, "right_pr_number": 47208, - "similarity": 0.612, - "content_similarity": 0.668, + "similarity": 0.613, + "content_similarity": 0.669, "size_similarity": 0.23, "breadth_similarity": 0.606, "concentration_similarity": 1.0, @@ -3168,8 +3649,8 @@ { "left_pr_number": 45077, "right_pr_number": 47208, - "similarity": 0.558, - "content_similarity": 0.538, + "similarity": 0.559, + "content_similarity": 0.54, "size_similarity": 0.321, "breadth_similarity": 0.833, "concentration_similarity": 1.0, @@ -3193,8 +3674,8 @@ { "left_pr_number": 42976, "right_pr_number": 45077, - "similarity": 0.471, - "content_similarity": 0.491, + "similarity": 0.472, + "content_similarity": 0.493, "size_similarity": 0.074, "breadth_similarity": 0.659, "concentration_similarity": 1.0, @@ -3213,8 +3694,8 @@ { "left_pr_number": 42975, "right_pr_number": 42976, - "similarity": 0.394, - "content_similarity": 0.383, + "similarity": 0.396, + "content_similarity": 0.386, "size_similarity": 0.101, "breadth_similarity": 0.606, "concentration_similarity": 1.0, @@ -3359,267 +3840,109 @@ 44547, 46013 ], - "representative_pr_number": 43549, - "average_similarity": 0.539, - "summary": "4 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" - ], - "pairwise": [ - { - "left_pr_number": 43549, - "right_pr_number": 46013, - "similarity": 0.885, - "content_similarity": 0.993, - "size_similarity": 0.267, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41097, - "right_pr_number": 43549, - "similarity": 0.554, - "content_similarity": 0.449, - "size_similarity": 0.6, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44547, - "right_pr_number": 46013, - "similarity": 0.515, - "content_similarity": 0.307, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41097, - "right_pr_number": 46013, - "similarity": 0.45, - "content_similarity": 0.394, - "size_similarity": 0.16, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 43549, - "right_pr_number": 44547, - "similarity": 0.435, - "content_similarity": 0.35, - "size_similarity": 0.267, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41097, - "right_pr_number": 44547, - "similarity": 0.392, - "content_similarity": 0.312, - "size_similarity": 0.16, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-45294-4", - "pr_numbers": [ - 45294, - 45438, - 45883, - 46642 - ], - "representative_pr_number": 45438, - "average_similarity": 0.481, - "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.", + "representative_pr_number": 43549, + "average_similarity": 0.538, + "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.", "shared_filenames": [ - "src/transformers/models/gemma4/modular_gemma4.py", - "src/transformers/models/gemma4/modeling_gemma4.py", - "docs/source/en/model_doc/gemma4.md", - "tests/models/gemma4/test_modeling_gemma4.py", - "src/transformers/models/auto/modeling_auto.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/models/gemma4", - "src/transformers/models", "src/transformers", - "src", - "tests/models", - "tests", - "docs/source/en/model_doc", - "src/transformers/models/auto" + "src" ], 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"left_pr_number": 45294, - "right_pr_number": 45883, - "similarity": 0.544, - "content_similarity": 0.466, - "size_similarity": 0.933, - "breadth_similarity": 0.325, - "concentration_similarity": 0.908, + "left_pr_number": 41097, + "right_pr_number": 43549, + "similarity": 0.554, + "content_similarity": 0.449, + "size_similarity": 0.6, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/models/gemma4/modeling_gemma4.py", - "src/transformers/models/gemma4/modular_gemma4.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/models/gemma4", - "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 45438, - "right_pr_number": 45883, - "similarity": 0.54, - "content_similarity": 0.576, - "size_similarity": 0.392, - "breadth_similarity": 0.325, - "concentration_similarity": 0.92, + "left_pr_number": 44547, + "right_pr_number": 46013, + "similarity": 0.515, + "content_similarity": 0.307, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/models/gemma4/modeling_gemma4.py", - "src/transformers/models/gemma4/modular_gemma4.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/models/gemma4", - "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 45438, - "right_pr_number": 46642, - "similarity": 0.402, - "content_similarity": 0.319, - "size_similarity": 0.654, - "breadth_similarity": 0.561, - "concentration_similarity": 0.499, + "left_pr_number": 41097, + "right_pr_number": 46013, + "similarity": 0.45, + "content_similarity": 0.394, + "size_similarity": 0.16, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/models/gemma4/modeling_gemma4.py", - "src/transformers/models/gemma4/modular_gemma4.py" + 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"right_pr_number": 46642, - "similarity": 0.304, - "content_similarity": 0.324, - "size_similarity": 0.256, - "breadth_similarity": 0.174, - "concentration_similarity": 0.419, + "left_pr_number": 41097, + "right_pr_number": 44547, + "similarity": 0.392, + "content_similarity": 0.312, + "size_similarity": 0.16, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/models/gemma4/modeling_gemma4.py", - "src/transformers/models/gemma4/modular_gemma4.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/models/gemma4", - "src/transformers/models", "src/transformers", "src" ] @@ -3655,7 +3978,7 @@ "left_pr_number": 45293, "right_pr_number": 47017, "similarity": 0.614, - "content_similarity": 0.642, + "content_similarity": 0.641, "size_similarity": 0.169, "breadth_similarity": 1.0, "concentration_similarity": 0.784, @@ -3685,194 +4008,77 @@ "src/transformers/models/auto/tokenization_auto.py" ], "shared_directories": [ - "src/transformers/models/auto", - "src/transformers/models", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45293, - "right_pr_number": 45317, - "similarity": 0.505, - "content_similarity": 0.351, - "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": 45317, - "right_pr_number": 47017, - "similarity": 0.477, - "content_similarity": 0.436, - "size_similarity": 0.229, - "breadth_similarity": 1.0, - "concentration_similarity": 0.756, - "shared_filenames": [ - "tests/models/auto/test_tokenization_auto.py" - ], - "shared_directories": [ - "tests/models/auto", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, - { - "left_pr_number": 46580, - "right_pr_number": 47017, - "similarity": 0.425, - "content_similarity": 0.446, - "size_similarity": 0.237, - "breadth_similarity": 0.5, - "concentration_similarity": 0.534, - "shared_filenames": [ - "src/transformers/models/auto/tokenization_auto.py" - ], - "shared_directories": [ - "src/transformers/models/auto", - "src/transformers/models", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45317, - "right_pr_number": 46580, - "similarity": 0.238, - "content_similarity": 0.007, - "size_similarity": 0.964, - "breadth_similarity": 0.5, - "concentration_similarity": 0.778, - "shared_filenames": [], - "shared_directories": [ - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-45541-4", - "pr_numbers": [ - 45541, - 46177, - 47224, - 47372 - ], - "representative_pr_number": 45541, - "average_similarity": 0.39, - "summary": "4 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.", - "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45541, - "right_pr_number": 46177, - "similarity": 0.524, - "content_similarity": 0.423, - "size_similarity": 0.519, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 47224, - "right_pr_number": 47372, - "similarity": 0.468, - "content_similarity": 0.396, - "size_similarity": 0.621, - "breadth_similarity": 0.533, - "concentration_similarity": 0.892, - "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" - ], - "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 45541, - "right_pr_number": 47224, - "similarity": 0.404, - "content_similarity": 0.328, - "size_similarity": 0.75, - "breadth_similarity": 0.267, - "concentration_similarity": 0.694, + "left_pr_number": 45293, + "right_pr_number": 45317, + "similarity": 0.505, + "content_similarity": 0.351, + "size_similarity": 0.741, + "breadth_similarity": 1.0, + "concentration_similarity": 0.972, "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" + "tests/models/auto/test_tokenization_auto.py" ], "shared_directories": [ + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 45541, - "right_pr_number": 47372, - "similarity": 0.34, - "content_similarity": 0.272, - "size_similarity": 0.466, - "breadth_similarity": 0.5, - "concentration_similarity": 0.586, + "left_pr_number": 45317, + "right_pr_number": 47017, + "similarity": 0.477, + "content_similarity": 0.435, + "size_similarity": 0.229, + "breadth_similarity": 1.0, + "concentration_similarity": 0.756, "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" + "tests/models/auto/test_tokenization_auto.py" ], "shared_directories": [ + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 46177, - "right_pr_number": 47224, - "similarity": 0.32, - "content_similarity": 0.286, - "size_similarity": 0.389, - "breadth_similarity": 0.267, - "concentration_similarity": 0.694, + "left_pr_number": 46580, + "right_pr_number": 47017, + "similarity": 0.425, + "content_similarity": 0.446, + "size_similarity": 0.237, + "breadth_similarity": 0.5, + "concentration_similarity": 0.534, "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" + "src/transformers/models/auto/tokenization_auto.py" ], "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 46177, - "right_pr_number": 47372, - "similarity": 0.282, - "content_similarity": 0.237, - "size_similarity": 0.241, + "left_pr_number": 45317, + "right_pr_number": 46580, + "similarity": 0.238, + "content_similarity": 0.007, + "size_similarity": 0.964, "breadth_similarity": 0.5, - "concentration_similarity": 0.586, - "shared_filenames": [ - "src/transformers/tokenization_utils_base.py" - ], + "concentration_similarity": 0.778, + "shared_filenames": [], "shared_directories": [ "src/transformers", "src" @@ -3889,7 +4095,7 @@ 47301 ], "representative_pr_number": 44550, - "average_similarity": 0.359, + "average_similarity": 0.36, "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.", "shared_filenames": [], "shared_directories": [ @@ -3903,7 +4109,7 @@ "left_pr_number": 33686, "right_pr_number": 44550, "similarity": 0.392, - "content_similarity": 0.131, + "content_similarity": 0.132, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3919,7 +4125,7 @@ "left_pr_number": 44407, "right_pr_number": 44550, "similarity": 0.362, - "content_similarity": 0.097, + "content_similarity": 0.098, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3948,8 +4154,8 @@ { "left_pr_number": 33686, "right_pr_number": 44407, - "similarity": 0.352, - "content_similarity": 0.084, + "similarity": 0.353, + "content_similarity": 0.085, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3963,8 +4169,8 @@ { "left_pr_number": 33686, "right_pr_number": 47301, - "similarity": 0.347, - "content_similarity": 0.087, + "similarity": 0.348, + "content_similarity": 0.088, "size_similarity": 0.909, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3978,7 +4184,7 @@ { "left_pr_number": 44407, "right_pr_number": 47301, - "similarity": 0.345, + "similarity": 0.346, "content_similarity": 0.093, "size_similarity": 0.87, "breadth_similarity": 1.0, @@ -4001,7 +4207,7 @@ 47304 ], "representative_pr_number": 46319, - "average_similarity": 0.354, + "average_similarity": 0.355, "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46319.", "shared_filenames": [], "shared_directories": [ @@ -4012,10 +4218,10 @@ "pairwise": [ { "left_pr_number": 46319, - "right_pr_number": 47212, - "similarity": 0.359, - "content_similarity": 0.09, - "size_similarity": 0.974, + "right_pr_number": 47304, + "similarity": 0.36, + "content_similarity": 0.097, + "size_similarity": 0.946, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], @@ -4027,10 +4233,10 @@ }, { "left_pr_number": 46319, - "right_pr_number": 47304, + "right_pr_number": 47212, "similarity": 0.359, - "content_similarity": 0.096, - "size_similarity": 0.946, + "content_similarity": 0.09, + "size_similarity": 0.974, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [], @@ -4059,7 +4265,7 @@ "left_pr_number": 47212, "right_pr_number": 47304, "similarity": 0.355, - "content_similarity": 0.095, + "content_similarity": 0.096, "size_similarity": 0.921, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4074,7 +4280,7 @@ "left_pr_number": 46319, "right_pr_number": 46889, "similarity": 0.352, - "content_similarity": 0.079, + "content_similarity": 0.08, "size_similarity": 0.974, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4088,8 +4294,8 @@ { "left_pr_number": 46889, "right_pr_number": 47304, - "similarity": 0.347, - "content_similarity": 0.084, + "similarity": 0.348, + "content_similarity": 0.085, "size_similarity": 0.921, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4487,7 +4693,7 @@ { "left_pr_number": 43997, "right_pr_number": 44019, - "similarity": 0.275, + "similarity": 0.274, "content_similarity": 0.023, "size_similarity": 0.722, "breadth_similarity": 1.0, @@ -4676,7 +4882,7 @@ "left_pr_number": 34925, "right_pr_number": 47261, "similarity": 0.47, - "content_similarity": 0.455, + "content_similarity": 0.454, "size_similarity": 0.158, "breadth_similarity": 0.833, "concentration_similarity": 0.89, @@ -4977,7 +5183,7 @@ { "left_pr_number": 46735, "right_pr_number": 47341, - "similarity": 0.342, + "similarity": 0.341, "content_similarity": 0.107, "size_similarity": 0.8, "breadth_similarity": 1.0, @@ -5001,7 +5207,7 @@ 46211 ], "representative_pr_number": 45742, - "average_similarity": 0.418, + "average_similarity": 0.417, "summary": "3 open PRs share weighted file overlap around `tests/models/llama/test_modeling_llama.py`, `src/transformers/models/llama/configuration_llama.py`, `src/transformers/models/llama/modeling_llama.py`; representative PR #45742.", "shared_filenames": [ "tests/models/llama/test_modeling_llama.py", @@ -5021,8 +5227,8 @@ { "left_pr_number": 45742, "right_pr_number": 46211, - "similarity": 0.566, - "content_similarity": 0.506, + "similarity": 0.555, + "content_similarity": 0.49, "size_similarity": 0.963, "breadth_similarity": 0.25, "concentration_similarity": 0.852, @@ -5043,8 +5249,8 @@ { "left_pr_number": 45709, "right_pr_number": 45742, - "similarity": 0.494, - "content_similarity": 0.367, + "similarity": 0.499, + "content_similarity": 0.374, "size_similarity": 0.782, "breadth_similarity": 0.833, "concentration_similarity": 0.72, @@ -5076,6 +5282,74 @@ } ] }, + { + "cluster_id": "pr-scope-45541-3", + "pr_numbers": [ + 45541, + 46177, + 47224 + ], + "representative_pr_number": 45541, + "average_similarity": 0.415, + "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.", + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45541, + "right_pr_number": 46177, + "similarity": 0.526, + "content_similarity": 0.426, + "size_similarity": 0.519, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 45541, + "right_pr_number": 47224, + "similarity": 0.4, + "content_similarity": 0.323, + "size_similarity": 0.75, + "breadth_similarity": 0.267, + "concentration_similarity": 0.694, + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, + { + "left_pr_number": 46177, + "right_pr_number": 47224, + "similarity": 0.318, + "content_similarity": 0.284, + "size_similarity": 0.389, + "breadth_similarity": 0.267, + "concentration_similarity": 0.694, + "shared_filenames": [ + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-46004-3", "pr_numbers": [ @@ -5114,7 +5388,7 @@ "left_pr_number": 46771, "right_pr_number": 46917, "similarity": 0.422, - "content_similarity": 0.429, + "content_similarity": 0.43, "size_similarity": 0.346, "breadth_similarity": 0.417, "concentration_similarity": 0.549, @@ -5129,8 +5403,8 @@ { "left_pr_number": 46004, "right_pr_number": 46771, - "similarity": 0.348, - "content_similarity": 0.408, + "similarity": 0.349, + "content_similarity": 0.409, "size_similarity": 0.039, "breadth_similarity": 0.292, "concentration_similarity": 0.549, @@ -5144,66 +5418,6 @@ } ] }, - { - "cluster_id": "pr-scope-46887-3", - "pr_numbers": [ - 46887, - 47360, - 47381 - ], - "representative_pr_number": 47360, - "average_similarity": 0.396, - "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #47360.", - "shared_filenames": [], - "shared_directories": [ - ".github/workflows", - ".github" - ], - "pairwise": [ - { - "left_pr_number": 46887, - "right_pr_number": 47360, - "similarity": 0.421, - "content_similarity": 0.187, - "size_similarity": 0.931, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 47360, - "right_pr_number": 47381, - "similarity": 0.392, - "content_similarity": 0.166, - "size_similarity": 0.84, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - ".github/workflows", - ".github" - ] - }, - { - "left_pr_number": 46887, - "right_pr_number": 47381, - "similarity": 0.375, - "content_similarity": 0.154, - "size_similarity": 0.782, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [], - "shared_directories": [ - ".github/workflows", - ".github" - ] - } - ] - }, { "cluster_id": "pr-scope-44889-3", "pr_numbers": [ @@ -5212,7 +5426,7 @@ 46775 ], "representative_pr_number": 44889, - "average_similarity": 0.384, + "average_similarity": 0.383, "summary": "3 open PRs share weighted file overlap around `src/transformers/trainer.py`, `tests/trainer/distributed/test_trainer_distributed_deepspeed.py`; representative PR #44889.", "shared_filenames": [ "src/transformers/trainer.py", @@ -5268,7 +5482,7 @@ "left_pr_number": 44981, "right_pr_number": 46775, "similarity": 0.301, - "content_similarity": 0.125, + "content_similarity": 0.124, "size_similarity": 0.885, "breadth_similarity": 0.458, "concentration_similarity": 0.712, @@ -5292,7 +5506,7 @@ 46503 ], "representative_pr_number": 46503, - "average_similarity": 0.344, + "average_similarity": 0.346, "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46503.", "shared_filenames": [], "shared_directories": [ @@ -5303,8 +5517,8 @@ { "left_pr_number": 46501, "right_pr_number": 46503, - "similarity": 0.362, - "content_similarity": 0.088, + "similarity": 0.364, + "content_similarity": 0.091, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5317,8 +5531,8 @@ { "left_pr_number": 46138, "right_pr_number": 46503, - "similarity": 0.343, - "content_similarity": 0.114, + "similarity": 0.345, + "content_similarity": 0.118, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5331,8 +5545,8 @@ { "left_pr_number": 46138, "right_pr_number": 46501, - "similarity": 0.327, - "content_similarity": 0.093, + "similarity": 0.329, + "content_similarity": 0.095, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -5824,7 +6038,7 @@ 45607 ], "representative_pr_number": 45606, - "average_similarity": 0.775, + "average_similarity": 0.776, "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.", "shared_filenames": [ "tests/models/gemma4/test_modeling_gemma4.py" @@ -5838,8 +6052,8 @@ { "left_pr_number": 45606, "right_pr_number": 45607, - "similarity": 0.775, - "content_similarity": 0.826, + "similarity": 0.776, + "content_similarity": 0.827, "size_similarity": 0.778, "breadth_similarity": 0.417, "concentration_similarity": 0.778, @@ -5953,46 +6167,9 @@ ], "shared_directories": [ "src/transformers", - "tests/utils", - "src", - "tests" - ] - } - ] - }, - { - "cluster_id": "pr-scope-41901-2", - "pr_numbers": [ - 41901, - 45523 - ], - "representative_pr_number": 41901, - "average_similarity": 0.715, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.", - "shared_filenames": [ - "src/transformers/integrations/executorch.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 41901, - "right_pr_number": 45523, - "similarity": 0.715, - "content_similarity": 0.773, - "size_similarity": 0.158, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/integrations/executorch.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] } ] @@ -6060,6 +6237,43 @@ } ] }, + { + "cluster_id": "pr-scope-41901-2", + "pr_numbers": [ + 41901, + 45523 + ], + "representative_pr_number": 41901, + "average_similarity": 0.71, + "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.", + "shared_filenames": [ + "src/transformers/integrations/executorch.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 41901, + "right_pr_number": 45523, + "similarity": 0.71, + "content_similarity": 0.766, + "size_similarity": 0.158, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/integrations/executorch.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-43779-2", "pr_numbers": [ @@ -6123,7 +6337,7 @@ "left_pr_number": 43085, "right_pr_number": 47271, "similarity": 0.648, - "content_similarity": 0.617, + "content_similarity": 0.616, "size_similarity": 0.693, "breadth_similarity": 0.667, "concentration_similarity": 0.916, @@ -6149,7 +6363,7 @@ 46658 ], "representative_pr_number": 46562, - "average_similarity": 0.64, + "average_similarity": 0.621, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/step3p7/__init__.py`, `src/transformers/models/step3p7/configuration_step3p7.py`, `src/transformers/models/step3p7/image_processing_step3p7.py`; representative PR #46562.", "shared_filenames": [ "src/transformers/models/step3p7/__init__.py", @@ -6175,11 +6389,11 @@ { "left_pr_number": 46562, "right_pr_number": 46658, - "similarity": 0.64, - "content_similarity": 0.615, - "size_similarity": 0.6, - "breadth_similarity": 0.86, - "concentration_similarity": 0.676, + "similarity": 0.621, + "content_similarity": 0.603, + "size_similarity": 0.551, + "breadth_similarity": 0.846, + "concentration_similarity": 0.635, "shared_filenames": [ "src/transformers/conversion_mapping.py", "src/transformers/models/auto/auto_mappings.py", @@ -6212,7 +6426,7 @@ 46942 ], "representative_pr_number": 46834, - "average_similarity": 0.612, + "average_similarity": 0.611, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm2_5/modular_timesfm2_5.py`, `src/transformers/models/timesfm2_5/modeling_timesfm2_5.py`; representative PR #46834.", "shared_filenames": [ "src/transformers/models/timesfm2_5/modular_timesfm2_5.py", @@ -6228,7 +6442,7 @@ { "left_pr_number": 46834, "right_pr_number": 46942, - "similarity": 0.612, + "similarity": 0.611, "content_similarity": 0.493, "size_similarity": 0.778, "breadth_similarity": 1.0, @@ -6393,7 +6607,7 @@ "left_pr_number": 45056, "right_pr_number": 45128, "similarity": 0.513, - "content_similarity": 0.413, + "content_similarity": 0.412, "size_similarity": 0.669, "breadth_similarity": 0.875, "concentration_similarity": 0.724, @@ -6415,7 +6629,7 @@ 47370 ], "representative_pr_number": 45666, - "average_similarity": 0.505, + "average_similarity": 0.504, "summary": "2 open PRs share weighted file overlap around `tests/kernels/test_kernels.py`, `src/transformers/integrations/hub_kernels.py`; representative PR #45666.", "shared_filenames": [ "tests/kernels/test_kernels.py", @@ -6432,7 +6646,7 @@ { "left_pr_number": 45666, "right_pr_number": 47370, - "similarity": 0.505, + "similarity": 0.504, "content_similarity": 0.613, "size_similarity": 0.014, "breadth_similarity": 0.417, @@ -6519,7 +6733,7 @@ 43649 ], "representative_pr_number": 43532, - "average_similarity": 0.496, + "average_similarity": 0.498, "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.", "shared_filenames": [ "utils/notification_service.py", @@ -6539,8 +6753,8 @@ { "left_pr_number": 43532, "right_pr_number": 43649, - "similarity": 0.496, - "content_similarity": 0.436, + "similarity": 0.498, + "content_similarity": 0.437, "size_similarity": 0.395, "breadth_similarity": 0.875, "concentration_similarity": 0.893, @@ -6638,7 +6852,7 @@ "left_pr_number": 40755, "right_pr_number": 45233, "similarity": 0.487, - "content_similarity": 0.46, + "content_similarity": 0.459, "size_similarity": 0.266, "breadth_similarity": 0.792, "concentration_similarity": 0.928, @@ -6666,7 +6880,7 @@ 47295 ], "representative_pr_number": 46572, - "average_similarity": 0.484, + "average_similarity": 0.483, "summary": "2 open PRs share weighted file overlap around `tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py`, `src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py`, `src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py`; representative PR #46572.", "shared_filenames": [ "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py", @@ -6686,8 +6900,8 @@ { "left_pr_number": 46572, "right_pr_number": 47295, - "similarity": 0.484, - "content_similarity": 0.477, + "similarity": 0.483, + "content_similarity": 0.475, "size_similarity": 0.35, "breadth_similarity": 0.708, "concentration_similarity": 0.535, @@ -6971,7 +7185,7 @@ 47108 ], "representative_pr_number": 44965, - "average_similarity": 0.432, + "average_similarity": 0.434, "summary": "2 open PRs share weighted file overlap around `.github/workflows/build_pr_documentation.yml`; representative PR #44965.", "shared_filenames": [ ".github/workflows/build_pr_documentation.yml" @@ -6984,8 +7198,8 @@ { "left_pr_number": 44965, "right_pr_number": 47108, - "similarity": 0.432, - "content_similarity": 0.443, + "similarity": 0.434, + "content_similarity": 0.445, "size_similarity": 0.087, "breadth_similarity": 0.75, "concentration_similarity": 0.681, @@ -7045,7 +7259,7 @@ 47215 ], "representative_pr_number": 45822, - "average_similarity": 0.429, + "average_similarity": 0.431, "summary": "2 open PRs share weighted file overlap around `tests/tokenization/test_tokenization_fast.py`, `src/transformers/tokenization_utils_tokenizers.py`; representative PR #45822.", "shared_filenames": [ "tests/tokenization/test_tokenization_fast.py", @@ -7061,8 +7275,8 @@ { "left_pr_number": 45822, "right_pr_number": 47215, - "similarity": 0.429, - "content_similarity": 0.401, + "similarity": 0.431, + "content_similarity": 0.404, "size_similarity": 0.114, "breadth_similarity": 0.875, "concentration_similarity": 0.869, @@ -7079,6 +7293,49 @@ } ] }, + { + "cluster_id": "pr-scope-47316-2", + "pr_numbers": [ + 47316, + 47334 + ], + "representative_pr_number": 47316, + "average_similarity": 0.429, + "summary": "2 open PRs share weighted file overlap around `tests/integrations/test_sonicmoe.py`, `src/transformers/integrations/sonicmoe.py`; representative PR #47316.", + "shared_filenames": [ + "tests/integrations/test_sonicmoe.py", + "src/transformers/integrations/sonicmoe.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "tests/integrations", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 47316, + "right_pr_number": 47334, + "similarity": 0.429, + "content_similarity": 0.421, + "size_similarity": 0.162, + "breadth_similarity": 0.619, + "concentration_similarity": 0.963, + "shared_filenames": [ + "src/transformers/integrations/sonicmoe.py", + "tests/integrations/test_sonicmoe.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "tests/integrations", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-42112-2", "pr_numbers": [ @@ -7105,7 +7362,7 @@ "left_pr_number": 42112, "right_pr_number": 47262, "similarity": 0.426, - "content_similarity": 0.468, + "content_similarity": 0.467, "size_similarity": 0.029, "breadth_similarity": 0.521, "concentration_similarity": 0.841, @@ -7124,6 +7381,37 @@ } ] }, + { + "cluster_id": "pr-scope-46887-2", + "pr_numbers": [ + 46887, + 47360 + ], + "representative_pr_number": 46887, + "average_similarity": 0.424, + "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #46887.", + "shared_filenames": [], + "shared_directories": [ + ".github/workflows", + ".github" + ], + "pairwise": [ + { + "left_pr_number": 46887, + "right_pr_number": 47360, + "similarity": 0.424, + "content_similarity": 0.193, + "size_similarity": 0.931, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [], + "shared_directories": [ + ".github/workflows", + ".github" + ] + } + ] + }, { "cluster_id": "pr-scope-44973-2", "pr_numbers": [ @@ -7189,49 +7477,6 @@ } ] }, - { - "cluster_id": "pr-scope-47316-2", - "pr_numbers": [ - 47316, - 47334 - ], - "representative_pr_number": 47316, - "average_similarity": 0.415, - "summary": "2 open PRs share weighted file overlap around `tests/integrations/test_sonicmoe.py`, `src/transformers/integrations/sonicmoe.py`; representative PR #47316.", - "shared_filenames": [ - "tests/integrations/test_sonicmoe.py", - "src/transformers/integrations/sonicmoe.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "tests/integrations", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 47316, - "right_pr_number": 47334, - "similarity": 0.415, - "content_similarity": 0.396, - "size_similarity": 0.176, - "breadth_similarity": 0.667, - "concentration_similarity": 0.895, - "shared_filenames": [ - "src/transformers/integrations/sonicmoe.py", - "tests/integrations/test_sonicmoe.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "tests/integrations", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-43446-2", "pr_numbers": [ @@ -7297,6 +7542,45 @@ } ] }, + { + "cluster_id": "pr-scope-43785-2", + "pr_numbers": [ + 43785, + 47387 + ], + "representative_pr_number": 43785, + "average_similarity": 0.402, + "summary": "2 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `src/transformers/modeling_utils.py`; representative PR #43785.", + "shared_filenames": [ + "src/transformers/core_model_loading.py", + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 43785, + "right_pr_number": 47387, + "similarity": 0.402, + "content_similarity": 0.227, + "size_similarity": 0.632, + "breadth_similarity": 1.0, + "concentration_similarity": 0.964, + "shared_filenames": [ + "src/transformers/core_model_loading.py", + "src/transformers/modeling_utils.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-44606-2", "pr_numbers": [ @@ -7442,7 +7726,7 @@ "left_pr_number": 44642, "right_pr_number": 45552, "similarity": 0.365, - "content_similarity": 0.272, + "content_similarity": 0.271, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -7492,41 +7776,6 @@ } ] }, - { - "cluster_id": "pr-scope-45105-2", - "pr_numbers": [ - 45105, - 47342 - ], - "representative_pr_number": 45105, - "average_similarity": 0.342, - "summary": "2 open PRs cluster in `tests/utils`, `src/transformers`, `tests` with similar change breadth; representative PR #45105.", - "shared_filenames": [], - "shared_directories": [ - "tests/utils", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45105, - "right_pr_number": 47342, - "similarity": 0.342, - "content_similarity": 0.069, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 0.863, - "shared_filenames": [], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-45851-2", "pr_numbers": [ @@ -7547,7 +7796,7 @@ "left_pr_number": 45851, "right_pr_number": 46357, "similarity": 0.342, - "content_similarity": 0.111, + "content_similarity": 0.112, "size_similarity": 0.761, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -7559,6 +7808,41 @@ ] } ] + }, + { + "cluster_id": "pr-scope-45105-2", + "pr_numbers": [ + 45105, + 47342 + ], + "representative_pr_number": 45105, + "average_similarity": 0.341, + "summary": "2 open PRs cluster in `tests/utils`, `src/transformers`, `tests` with similar change breadth; representative PR #45105.", + "shared_filenames": [], + "shared_directories": [ + "tests/utils", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45105, + "right_pr_number": 47342, + "similarity": 0.341, + "content_similarity": 0.068, + "size_similarity": 1.0, + "breadth_similarity": 1.0, + "concentration_similarity": 0.863, + "shared_filenames": [], + "shared_directories": [ + "src/transformers", + "tests/utils", + "src", + "tests" + ] + } + ] } ] }