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": "20260619T060024Z", - "generated_at": "2026-06-19T06:01:10Z", - "cluster_count": 70, + "snapshot_id": "20260619T120025Z", + "generated_at": "2026-06-19T12:01:59Z", + "cluster_count": 71, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-10", @@ -238,11 +238,11 @@ ] }, { - "left_pr_number": 44660, - "right_pr_number": 45067, - "similarity": 0.434, - "content_similarity": 0.354, - "size_similarity": 0.24, + "left_pr_number": 43636, + "right_pr_number": 43651, + "similarity": 0.433, + "content_similarity": 0.273, + "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -254,11 +254,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 43651, + "left_pr_number": 44660, + "right_pr_number": 45067, "similarity": 0.433, - "content_similarity": 0.273, - "size_similarity": 0.611, + "content_similarity": 0.354, + "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -384,7 +384,7 @@ { "left_pr_number": 44257, "right_pr_number": 45067, - "similarity": 0.403, + "similarity": 0.402, "content_similarity": 0.309, "size_similarity": 0.24, "breadth_similarity": 1.0, @@ -657,7 +657,7 @@ "left_pr_number": 45067, "right_pr_number": 45273, "similarity": 0.345, - "content_similarity": 0.262, + "content_similarity": 0.261, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -964,7 +964,7 @@ "left_pr_number": 46504, "right_pr_number": 46558, "similarity": 0.363, - "content_similarity": 0.09, + "content_similarity": 0.089, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1339,17 +1339,17 @@ 41606, 42668, 44543, + 45422, 45627, - 46161, - 46592 + 46161 ], - "representative_pr_number": 46161, - "average_similarity": 0.463, - "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/models/auto/test_processor_auto.py`, `tests/test_processing_common.py`; representative PR #46161.", + "representative_pr_number": 45627, + "average_similarity": 0.424, + "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.", "shared_filenames": [ "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py", - "tests/test_processing_common.py" + "tests/test_processing_common.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ "src/transformers", @@ -1359,31 +1359,11 @@ "tests/models" ], "pairwise": [ - { - "left_pr_number": 46161, - "right_pr_number": 46592, - "similarity": 0.711, - "content_similarity": 0.716, - "size_similarity": 0.404, - "breadth_similarity": 1.0, - "concentration_similarity": 0.981, - "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py" - ], - "shared_directories": [ - "tests/models/auto", - "src/transformers", - "tests/models", - "src", - "tests" - ] - }, { "left_pr_number": 41606, "right_pr_number": 44543, "similarity": 0.682, - "content_similarity": 0.657, + "content_similarity": 0.658, "size_similarity": 0.583, "breadth_similarity": 1.0, "concentration_similarity": 0.683, @@ -1400,8 +1380,8 @@ { "left_pr_number": 45627, "right_pr_number": 46161, - "similarity": 0.665, - "content_similarity": 0.576, + "similarity": 0.671, + "content_similarity": 0.585, "size_similarity": 0.747, "breadth_similarity": 1.0, "concentration_similarity": 0.985, @@ -1420,8 +1400,8 @@ { "left_pr_number": 42668, "right_pr_number": 45627, - "similarity": 0.655, - "content_similarity": 0.796, + "similarity": 0.658, + "content_similarity": 0.8, "size_similarity": 0.189, "breadth_similarity": 0.216, "concentration_similarity": 0.952, @@ -1438,13 +1418,13 @@ ] }, { - "left_pr_number": 45627, - "right_pr_number": 46592, - "similarity": 0.592, - "content_similarity": 0.518, - "size_similarity": 0.541, - "breadth_similarity": 1.0, - "concentration_similarity": 0.966, + "left_pr_number": 42668, + "right_pr_number": 46161, + "similarity": 0.569, + "content_similarity": 0.662, + "size_similarity": 0.253, + "breadth_similarity": 0.216, + "concentration_similarity": 0.937, "shared_filenames": [ "src/transformers/processing_utils.py", "tests/models/auto/test_processor_auto.py" @@ -1458,41 +1438,37 @@ ] }, { - "left_pr_number": 42668, - "right_pr_number": 46161, - "similarity": 0.565, - "content_similarity": 0.655, - "size_similarity": 0.253, - "breadth_similarity": 0.216, - "concentration_similarity": 0.937, + "left_pr_number": 41606, + "right_pr_number": 45422, + "similarity": 0.501, + "content_similarity": 0.423, + "size_similarity": 0.569, + "breadth_similarity": 0.75, + "concentration_similarity": 0.881, "shared_filenames": [ "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py" + "tests/test_processing_common.py" ], "shared_directories": [ - "tests/models/auto", "src/transformers", - "tests/models", "src", "tests" ] }, { - "left_pr_number": 42668, - "right_pr_number": 46592, - "similarity": 0.461, - "content_similarity": 0.541, - "size_similarity": 0.102, - "breadth_similarity": 0.216, - "concentration_similarity": 0.917, + "left_pr_number": 44543, + "right_pr_number": 45422, + "similarity": 0.483, + "content_similarity": 0.455, + "size_similarity": 0.331, + "breadth_similarity": 0.75, + "concentration_similarity": 0.802, "shared_filenames": [ "src/transformers/processing_utils.py", - "tests/models/auto/test_processor_auto.py" + "tests/test_processing_common.py" ], "shared_directories": [ - "tests/models/auto", "src/transformers", - "tests/models", "src", "tests" ] @@ -1517,7 +1493,7 @@ { "left_pr_number": 41606, "right_pr_number": 46161, - "similarity": 0.359, + "similarity": 0.36, "content_similarity": 0.112, "size_similarity": 0.971, "breadth_similarity": 1.0, @@ -1534,8 +1510,8 @@ { "left_pr_number": 44543, "right_pr_number": 45627, - "similarity": 0.351, - "content_similarity": 0.197, + "similarity": 0.352, + "content_similarity": 0.199, "size_similarity": 0.423, "breadth_similarity": 1.0, "concentration_similarity": 0.985, @@ -1552,7 +1528,7 @@ "left_pr_number": 42668, "right_pr_number": 44543, "similarity": 0.343, - "content_similarity": 0.294, + "content_similarity": 0.295, "size_similarity": 0.446, "breadth_similarity": 0.216, "concentration_similarity": 0.967, @@ -1567,13 +1543,13 @@ ] }, { - "left_pr_number": 44543, - "right_pr_number": 46592, - "similarity": 0.32, - "content_similarity": 0.198, - "size_similarity": 0.229, + "left_pr_number": 41606, + "right_pr_number": 45627, + "similarity": 0.318, + "content_similarity": 0.106, + "size_similarity": 0.725, "breadth_similarity": 1.0, - "concentration_similarity": 0.951, + "concentration_similarity": 0.697, "shared_filenames": [ "src/transformers/processing_utils.py" ], @@ -1584,13 +1560,30 @@ ] }, { - "left_pr_number": 41606, + "left_pr_number": 45422, "right_pr_number": 45627, - "similarity": 0.318, - "content_similarity": 0.106, - "size_similarity": 0.725, - "breadth_similarity": 1.0, - "concentration_similarity": 0.697, + "similarity": 0.299, + "content_similarity": 0.094, + "size_similarity": 0.784, + "breadth_similarity": 0.75, + "concentration_similarity": 0.816, + "shared_filenames": [ + "src/transformers/processing_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 45422, + "right_pr_number": 46161, + "similarity": 0.274, + "content_similarity": 0.099, + "size_similarity": 0.586, + "breadth_similarity": 0.75, + "concentration_similarity": 0.831, "shared_filenames": [ "src/transformers/processing_utils.py" ], @@ -1603,8 +1596,8 @@ { "left_pr_number": 41606, "right_pr_number": 42668, - "similarity": 0.27, - "content_similarity": 0.252, + "similarity": 0.269, + "content_similarity": 0.251, "size_similarity": 0.26, "breadth_similarity": 0.216, "concentration_similarity": 0.649, @@ -1619,15 +1612,16 @@ ] }, { - "left_pr_number": 41606, - "right_pr_number": 46592, - "similarity": 0.27, - "content_similarity": 0.106, - "size_similarity": 0.392, - "breadth_similarity": 1.0, - "concentration_similarity": 0.732, + "left_pr_number": 42668, + "right_pr_number": 45422, + "similarity": 0.197, + "content_similarity": 0.151, + "size_similarity": 0.148, + "breadth_similarity": 0.307, + "concentration_similarity": 0.768, "shared_filenames": [ - "src/transformers/processing_utils.py" + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" ], "shared_directories": [ "src/transformers", @@ -1638,239 +1632,170 @@ ] }, { - "cluster_id": "pr-scope-41097-5", + "cluster_id": "pr-scope-44974-5", "pr_numbers": [ - 41097, - 43549, - 44547, - 46013, - 46696 + 44974, + 45635, + 45996, + 46651, + 46763 ], - "representative_pr_number": 43549, - "average_similarity": 0.496, - "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.", + "representative_pr_number": 45996, + "average_similarity": 0.504, + "summary": "5 open PRs share weighted file overlap around `tests/utils/test_core_model_loading.py`, `src/transformers/core_model_loading.py`; representative PR #45996.", "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "tests/utils/test_core_model_loading.py", + "src/transformers/core_model_loading.py" ], "shared_directories": [ + "tests/utils", "src/transformers", - "src" + "tests", + "src", + "src/transformers/integrations" ], "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, + "left_pr_number": 44974, + "right_pr_number": 45635, + "similarity": 0.719, + "content_similarity": 0.719, + "size_similarity": 0.59, + "breadth_similarity": 0.8, + "concentration_similarity": 0.929, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 41097, - "right_pr_number": 43549, - "similarity": 0.54, - "content_similarity": 0.428, - "size_similarity": 0.6, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45635, + "right_pr_number": 45996, + "similarity": 0.652, + "content_similarity": 0.6, + "size_similarity": 0.714, + "breadth_similarity": 0.875, + "concentration_similarity": 0.758, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 43549, - "right_pr_number": 46696, - "similarity": 0.51, - "content_similarity": 0.372, - "size_similarity": 0.667, + "left_pr_number": 46651, + "right_pr_number": 46763, + "similarity": 0.601, + "content_similarity": 0.432, + "size_similarity": 1.0, "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "concentration_similarity": 0.965, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 44547, - "right_pr_number": 46013, - "similarity": 0.503, - "content_similarity": 0.29, - "size_similarity": 1.0, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 44974, + "right_pr_number": 45996, + "similarity": 0.579, + "content_similarity": 0.549, + "size_similarity": 0.422, + "breadth_similarity": 0.9, + "concentration_similarity": 0.829, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ + "src/transformers/integrations", "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 41097, - "right_pr_number": 46696, - "similarity": 0.448, - "content_similarity": 0.339, - "size_similarity": 0.4, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45996, + "right_pr_number": 46763, + "similarity": 0.48, + "content_similarity": 0.488, + "size_similarity": 0.265, + "breadth_similarity": 0.583, + "concentration_similarity": 0.818, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ + "src/transformers/integrations", "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 46013, - "right_pr_number": 46696, - "similarity": 0.436, - "content_similarity": 0.323, - "size_similarity": 0.4, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45635, + "right_pr_number": 46651, + "similarity": 0.479, + "content_similarity": 0.478, + "size_similarity": 0.189, + "breadth_similarity": 0.667, + "concentration_similarity": 0.976, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, { - "left_pr_number": 41097, - "right_pr_number": 46013, - "similarity": 0.435, - "content_similarity": 0.372, - "size_similarity": 0.16, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 45996, + "right_pr_number": 46651, + "similarity": 0.477, + "content_similarity": 0.485, + "size_similarity": 0.265, + "breadth_similarity": 0.583, + "concentration_similarity": 0.783, "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" + "src/transformers/core_model_loading.py", + "tests/utils/test_core_model_loading.py" ], "shared_directories": [ "src/transformers", - "src" + "tests/utils", + "src", + "tests" ] }, - { - "left_pr_number": 43549, - "right_pr_number": 44547, - "similarity": 0.423, - "content_similarity": 0.333, - "size_similarity": 0.267, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44547, - "right_pr_number": 46696, - "similarity": 0.395, - "content_similarity": 0.264, - "size_similarity": 0.4, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_flash_attention_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 41097, - "right_pr_number": 44547, - "similarity": 0.387, - "content_similarity": 0.304, - "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-44974-5", - "pr_numbers": [ - 44974, - 45421, - 45635, - 45996, - 46651 - ], - "representative_pr_number": 45635, - "average_similarity": 0.471, - "summary": "5 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #45635.", - "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/utils/test_core_model_loading.py", - "tests/test_modeling_common.py" - ], - "shared_directories": [ - "src/transformers", - "tests", - "src", - "tests/utils", - "src/transformers/integrations" - ], - "pairwise": [ { "left_pr_number": 44974, - "right_pr_number": 45635, - "similarity": 0.719, - "content_similarity": 0.72, - "size_similarity": 0.59, - "breadth_similarity": 0.8, - "concentration_similarity": 0.929, - "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/utils/test_core_model_loading.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 45635, - "right_pr_number": 45996, - "similarity": 0.653, - "content_similarity": 0.6, - "size_similarity": 0.714, - "breadth_similarity": 0.875, - "concentration_similarity": 0.758, + "right_pr_number": 46651, + "similarity": 0.405, + "content_similarity": 0.411, + "size_similarity": 0.112, + "breadth_similarity": 0.533, + "concentration_similarity": 0.954, "shared_filenames": [ "src/transformers/core_model_loading.py", "tests/utils/test_core_model_loading.py" @@ -1884,14 +1809,13 @@ }, { "left_pr_number": 44974, - "right_pr_number": 45996, - "similarity": 0.582, - "content_similarity": 0.553, - "size_similarity": 0.422, - "breadth_similarity": 0.9, - "concentration_similarity": 0.829, + "right_pr_number": 46763, + "similarity": 0.351, + "content_similarity": 0.33, + "size_similarity": 0.112, + "breadth_similarity": 0.533, + "concentration_similarity": 0.989, "shared_filenames": [ - "src/transformers/core_model_loading.py", "tests/utils/test_core_model_loading.py" ], "shared_directories": [ @@ -1902,89 +1826,15 @@ "tests" ] }, - { - "left_pr_number": 45996, - "right_pr_number": 46651, - "similarity": 0.482, - "content_similarity": 0.493, - "size_similarity": 0.265, - "breadth_similarity": 0.583, - "concentration_similarity": 0.783, - "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/utils/test_core_model_loading.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, { "left_pr_number": 45635, - "right_pr_number": 46651, - "similarity": 0.481, - "content_similarity": 0.482, + "right_pr_number": 46763, + "similarity": 0.298, + "content_similarity": 0.223, "size_similarity": 0.189, "breadth_similarity": 0.667, - "concentration_similarity": 0.976, - "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/utils/test_core_model_loading.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 45421, - "right_pr_number": 45635, - "similarity": 0.465, - "content_similarity": 0.379, - "size_similarity": 0.803, - "breadth_similarity": 0.5, - "concentration_similarity": 0.586, - "shared_filenames": [ - "src/transformers/core_model_loading.py", - "tests/test_modeling_common.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 44974, - "right_pr_number": 45421, - "similarity": 0.421, - "content_similarity": 0.302, - "size_similarity": 0.735, - "breadth_similarity": 0.667, - "concentration_similarity": 0.657, - "shared_filenames": [ - "src/transformers/core_model_loading.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 44974, - "right_pr_number": 46651, - "similarity": 0.408, - "content_similarity": 0.415, - "size_similarity": 0.112, - "breadth_similarity": 0.533, - "concentration_similarity": 0.954, + "concentration_similarity": 0.94, "shared_filenames": [ - "src/transformers/core_model_loading.py", "tests/utils/test_core_model_loading.py" ], "shared_directories": [ @@ -1993,242 +1843,184 @@ "src", "tests" ] - }, - { - "left_pr_number": 45421, - "right_pr_number": 45996, - "similarity": 0.322, - "content_similarity": 0.194, - "size_similarity": 0.573, - "breadth_similarity": 0.583, - "concentration_similarity": 0.828, - "shared_filenames": [ - "src/transformers/core_model_loading.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] - }, - { - "left_pr_number": 45421, - "right_pr_number": 46651, - "similarity": 0.172, - "content_similarity": 0.122, - "size_similarity": 0.152, - "breadth_similarity": 0.333, - "concentration_similarity": 0.611, - "shared_filenames": [ - "src/transformers/core_model_loading.py" - ], - "shared_directories": [ - "src/transformers", - "src", - "tests" - ] } ] }, { - "cluster_id": "pr-scope-45293-5", + "cluster_id": "pr-scope-41097-5", "pr_numbers": [ - 45293, - 45317, - 46091, - 46580, - 46622 + 41097, + 43549, + 44547, + 46013, + 46696 ], - "representative_pr_number": 45293, - "average_similarity": 0.44, - "summary": "5 open PRs share weighted file overlap around `src/transformers/models/auto/tokenization_auto.py`, `tests/models/auto/test_tokenization_auto.py`; representative PR #45293.", + "representative_pr_number": 43549, + "average_similarity": 0.496, + "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.", "shared_filenames": [ - "src/transformers/models/auto/tokenization_auto.py", - "tests/models/auto/test_tokenization_auto.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ "src/transformers", - "src", - "src/transformers/models/auto", - "src/transformers/models", - "tests/models/auto", - "tests/models", - "tests" + "src" ], "pairwise": [ { - "left_pr_number": 46580, - "right_pr_number": 46622, - "similarity": 0.618, - "content_similarity": 0.569, - "size_similarity": 0.893, - "breadth_similarity": 0.5, - "concentration_similarity": 0.72, + "left_pr_number": 43549, + "right_pr_number": 46013, + "similarity": 0.885, + "content_similarity": 0.993, + "size_similarity": 0.267, 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}, { - "left_pr_number": 45293, - "right_pr_number": 46622, - "similarity": 0.411, - "content_similarity": 0.204, - "size_similarity": 0.8, + "left_pr_number": 46013, + "right_pr_number": 46696, + "similarity": 0.436, + "content_similarity": 0.323, + "size_similarity": 0.4, "breadth_similarity": 1.0, - "concentration_similarity": 0.97, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/models/auto/tokenization_auto.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/models/auto", - "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 45317, - "right_pr_number": 46091, - "similarity": 0.392, - "content_similarity": 0.353, - "size_similarity": 0.265, - "breadth_similarity": 0.667, - "concentration_similarity": 0.781, + "left_pr_number": 41097, + "right_pr_number": 46013, + "similarity": 0.435, + "content_similarity": 0.372, + "size_similarity": 0.16, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "tests/models/auto/test_tokenization_auto.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "tests/models/auto", "src/transformers", - "tests/models", - "src", - "tests" + "src" ] }, { - "left_pr_number": 46091, - "right_pr_number": 46622, - "similarity": 0.367, - "content_similarity": 0.316, - "size_similarity": 0.245, - "breadth_similarity": 0.667, - "concentration_similarity": 0.839, + "left_pr_number": 43549, + "right_pr_number": 44547, + "similarity": 0.423, + "content_similarity": 0.333, + "size_similarity": 0.267, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/models/auto/tokenization_auto.py" + "src/transformers/modeling_flash_attention_utils.py" ], "shared_directories": [ - "src/transformers/models/auto", - "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 45317, - "right_pr_number": 46622, - "similarity": 0.291, - "content_similarity": 0.007, - "size_similarity": 0.926, + "left_pr_number": 44547, + "right_pr_number": 46696, + "similarity": 0.395, + "content_similarity": 0.264, + "size_similarity": 0.4, "breadth_similarity": 1.0, - "concentration_similarity": 0.942, - "shared_filenames": [], + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/modeling_flash_attention_utils.py" + ], "shared_directories": [ "src/transformers", "src" ] }, { - "left_pr_number": 45317, - "right_pr_number": 46580, - "similarity": 0.239, - "content_similarity": 0.007, - "size_similarity": 0.964, - "breadth_similarity": 0.5, - "concentration_similarity": 0.778, - "shared_filenames": [], + "left_pr_number": 41097, + "right_pr_number": 44547, + "similarity": 0.387, + "content_similarity": 0.304, + "size_similarity": 0.16, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/modeling_flash_attention_utils.py" + ], "shared_directories": [ "src/transformers", "src" @@ -2303,7 +2095,7 @@ { "left_pr_number": 45666, "right_pr_number": 46755, - "similarity": 0.533, + "similarity": 0.532, "content_similarity": 0.614, "size_similarity": 0.023, "breadth_similarity": 0.625, @@ -2559,7 +2351,7 @@ 45985 ], "representative_pr_number": 45985, - "average_similarity": 0.493, + "average_similarity": 0.492, "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", "shared_filenames": [ "src/transformers/generation/utils.py" @@ -2573,8 +2365,8 @@ { "left_pr_number": 34667, "right_pr_number": 45985, - "similarity": 0.586, - "content_similarity": 0.466, + "similarity": 0.585, + "content_similarity": 0.464, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2591,7 +2383,7 @@ "left_pr_number": 39683, "right_pr_number": 45985, "similarity": 0.584, - "content_similarity": 0.481, + "content_similarity": 0.48, "size_similarity": 0.652, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2608,7 +2400,7 @@ "left_pr_number": 34667, "right_pr_number": 39683, "similarity": 0.513, - "content_similarity": 0.416, + "content_similarity": 0.415, "size_similarity": 0.478, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2624,8 +2416,8 @@ { "left_pr_number": 44872, "right_pr_number": 45985, - "similarity": 0.446, - "content_similarity": 0.38, + "similarity": 0.445, + "content_similarity": 0.379, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2641,8 +2433,8 @@ { "left_pr_number": 34667, "right_pr_number": 44872, - "similarity": 0.421, - "content_similarity": 0.329, + "similarity": 0.42, + "content_similarity": 0.328, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2659,7 +2451,7 @@ "left_pr_number": 39683, "right_pr_number": 44872, "similarity": 0.407, - "content_similarity": 0.34, + "content_similarity": 0.339, "size_similarity": 0.13, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2683,7 +2475,7 @@ 46642 ], "representative_pr_number": 45438, - "average_similarity": 0.475, + "average_similarity": 0.477, "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modular_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.", "shared_filenames": [ "src/transformers/models/gemma4/modular_gemma4.py", @@ -2706,8 +2498,8 @@ { "left_pr_number": 45294, "right_pr_number": 45438, - "similarity": 0.749, - "content_similarity": 0.767, + "similarity": 0.75, + "content_similarity": 0.768, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -2734,8 +2526,8 @@ { "left_pr_number": 45294, "right_pr_number": 45883, - "similarity": 0.537, - "content_similarity": 0.455, + "similarity": 0.538, + "content_similarity": 0.457, "size_similarity": 0.933, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -2753,8 +2545,8 @@ { "left_pr_number": 45438, "right_pr_number": 45883, - "similarity": 0.533, - "content_similarity": 0.565, + "similarity": 0.534, + "content_similarity": 0.566, "size_similarity": 0.392, "breadth_similarity": 0.325, "concentration_similarity": 0.92, @@ -2772,8 +2564,8 @@ { "left_pr_number": 45438, "right_pr_number": 46642, - "similarity": 0.406, - "content_similarity": 0.287, + "similarity": 0.408, + "content_similarity": 0.29, "size_similarity": 0.759, "breadth_similarity": 0.65, "concentration_similarity": 0.529, @@ -2793,8 +2585,8 @@ { "left_pr_number": 45294, "right_pr_number": 46642, - "similarity": 0.329, - "content_similarity": 0.27, + "similarity": 0.331, + "content_similarity": 0.273, "size_similarity": 0.318, "breadth_similarity": 0.65, "concentration_similarity": 0.54, @@ -2814,8 +2606,8 @@ { "left_pr_number": 45883, "right_pr_number": 46642, - "similarity": 0.298, - "content_similarity": 0.302, + "similarity": 0.3, + "content_similarity": 0.305, "size_similarity": 0.297, "breadth_similarity": 0.2, "concentration_similarity": 0.448, @@ -2833,123 +2625,127 @@ ] }, { - "cluster_id": "pr-scope-44385-4", + "cluster_id": "pr-scope-45293-4", "pr_numbers": [ - 44385, - 44615, - 45060, - 46152 + 45293, + 45317, + 46580, + 46622 ], - "representative_pr_number": 46152, - "average_similarity": 0.403, - "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #46152.", + "representative_pr_number": 45293, + "average_similarity": 0.436, + "summary": "4 open PRs share weighted file overlap around `src/transformers/models/auto/tokenization_auto.py`, `tests/models/auto/test_tokenization_auto.py`; representative PR #45293.", "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/models/auto/tokenization_auto.py", + "tests/models/auto/test_tokenization_auto.py" ], "shared_directories": [ - "src/transformers/utils", "src/transformers", - "src" + "src", + "src/transformers/models/auto", + "src/transformers/models", + "tests/models/auto", + "tests/models", + "tests" ], "pairwise": [ { - "left_pr_number": 44615, - "right_pr_number": 46152, - "similarity": 0.621, - "content_similarity": 0.549, - "size_similarity": 0.583, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 46580, + "right_pr_number": 46622, + "similarity": 0.618, + "content_similarity": 0.569, + "size_similarity": 0.893, + "breadth_similarity": 0.5, + "concentration_similarity": 0.72, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/models/auto/tokenization_auto.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/models/auto", + "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 45060, - "right_pr_number": 46152, - "similarity": 0.437, - "content_similarity": 0.342, - "size_similarity": 0.95, - "breadth_similarity": 0.333, - "concentration_similarity": 0.421, + "left_pr_number": 45293, + "right_pr_number": 46580, + "similarity": 0.557, + "content_similarity": 0.517, + "size_similarity": 0.714, + "breadth_similarity": 0.5, + "concentration_similarity": 0.75, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/models/auto/tokenization_auto.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/models/auto", + "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 44385, - "right_pr_number": 44615, - "similarity": 0.408, - "content_similarity": 0.336, - "size_similarity": 0.371, - "breadth_similarity": 0.667, - "concentration_similarity": 1.0, + "left_pr_number": 45293, + "right_pr_number": 45317, + "similarity": 0.506, + "content_similarity": 0.352, + "size_similarity": 0.741, + "breadth_similarity": 1.0, + "concentration_similarity": 0.972, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "tests/models/auto/test_tokenization_auto.py" ], "shared_directories": [ - "src/transformers/utils", + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 44385, - "right_pr_number": 46152, - "similarity": 0.393, - "content_similarity": 0.348, - "size_similarity": 0.217, - "breadth_similarity": 0.667, - "concentration_similarity": 1.0, + "left_pr_number": 45293, + "right_pr_number": 46622, + "similarity": 0.408, + "content_similarity": 0.2, + "size_similarity": 0.8, + "breadth_similarity": 1.0, + "concentration_similarity": 0.97, "shared_filenames": [ - "src/transformers/utils/import_utils.py" + "src/transformers/models/auto/tokenization_auto.py" ], "shared_directories": [ - "src/transformers/utils", + "src/transformers/models/auto", + "src/transformers/models", "src/transformers", "src" ] }, { - "left_pr_number": 44615, - "right_pr_number": 45060, - "similarity": 0.313, - "content_similarity": 0.238, - "size_similarity": 0.614, - "breadth_similarity": 0.333, - "concentration_similarity": 0.421, - "shared_filenames": [ - "src/transformers/utils/import_utils.py" - ], + "left_pr_number": 45317, + "right_pr_number": 46622, + "similarity": 0.29, + "content_similarity": 0.006, + "size_similarity": 0.926, + "breadth_similarity": 1.0, + "concentration_similarity": 0.942, + "shared_filenames": [], "shared_directories": [ - "src/transformers/utils", "src/transformers", "src" ] }, { - "left_pr_number": 44385, - "right_pr_number": 45060, - "similarity": 0.244, - "content_similarity": 0.175, - "size_similarity": 0.228, - "breadth_similarity": 0.667, - "concentration_similarity": 0.421, - "shared_filenames": [ - "src/transformers/utils/import_utils.py" - ], + "left_pr_number": 45317, + "right_pr_number": 46580, + "similarity": 0.239, + "content_similarity": 0.007, + "size_similarity": 0.964, + "breadth_similarity": 0.5, + "concentration_similarity": 0.778, + "shared_filenames": [], "shared_directories": [ - "src/transformers/utils", "src/transformers", "src" ] @@ -2957,300 +2753,267 @@ ] }, { - "cluster_id": "pr-scope-32189-4", + "cluster_id": "pr-scope-42655-4", "pr_numbers": [ - 32189, 42655, - 46124, - 46735 + 43875, + 46446, + 46748 ], - "representative_pr_number": 42655, - "average_similarity": 0.376, - "summary": "4 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`; representative PR #42655.", + "representative_pr_number": 46748, + "average_similarity": 0.433, + "summary": "4 open PRs share weighted file overlap around `tests/utils/test_cache_utils.py`, `src/transformers/cache_utils.py`, `src/transformers/generation/utils.py`; representative PR #46748.", "shared_filenames": [ - "tests/generation/test_utils.py", - "src/transformers/generation/candidate_generator.py", + "tests/utils/test_cache_utils.py", + 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`src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py`; representative PR #46724.", + "representative_pr_number": 46152, + "average_similarity": 0.403, + "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #46152.", "shared_filenames": [ - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py", - "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", - "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py", - "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py", - "src/transformers/cache_utils.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "tests/models/diffusion_gemma", - "src/transformers/models", - "tests/models", + "src/transformers/utils", "src/transformers", - "tests", "src" ], "pairwise": [ { - "left_pr_number": 46595, - "right_pr_number": 46724, - "similarity": 0.451, - 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[ - "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "src/transformers/models", - "tests/models/diffusion_gemma", + "src/transformers/utils", "src/transformers", - "tests/models", - "src", - "tests" + "src" ] }, { - "left_pr_number": 46572, - "right_pr_number": 46724, - "similarity": 0.328, - "content_similarity": 0.25, - "size_similarity": 0.341, - "breadth_similarity": 0.533, - "concentration_similarity": 0.977, + "left_pr_number": 44615, + "right_pr_number": 45060, + "similarity": 0.313, + "content_similarity": 0.238, + "size_similarity": 0.614, + "breadth_similarity": 0.333, + "concentration_similarity": 0.421, "shared_filenames": [ - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "src/transformers/models", - "tests/models/diffusion_gemma", + "src/transformers/utils", "src/transformers", - "tests/models", - "src", - "tests" + "src" ] }, { - "left_pr_number": 46572, - "right_pr_number": 46595, - "similarity": 0.26, - "content_similarity": 0.123, - "size_similarity": 0.261, - "breadth_similarity": 0.9, - "concentration_similarity": 0.899, + "left_pr_number": 44385, + "right_pr_number": 45060, + "similarity": 0.244, + "content_similarity": 0.175, + "size_similarity": 0.228, + "breadth_similarity": 0.667, + "concentration_similarity": 0.421, "shared_filenames": [ - "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ - "src/transformers/models/diffusion_gemma", - "src/transformers/models", - "tests/models/diffusion_gemma", + "src/transformers/utils", "src/transformers", - "tests/models", - "src", - "tests" + "src" ] } ] @@ -3343,7 +3106,7 @@ 46474 ], "representative_pr_number": 46173, - "average_similarity": 0.599, + "average_similarity": 0.597, "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #46173.", "shared_filenames": [ "src/transformers/cache_utils.py" @@ -3356,8 +3119,8 @@ { "left_pr_number": 44893, "right_pr_number": 46173, - "similarity": 0.754, - "content_similarity": 0.815, + "similarity": 0.753, + "content_similarity": 0.813, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3372,8 +3135,8 @@ { "left_pr_number": 46173, "right_pr_number": 46474, - "similarity": 0.611, - "content_similarity": 0.444, + "similarity": 0.608, + "content_similarity": 0.44, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3388,8 +3151,8 @@ { "left_pr_number": 44893, "right_pr_number": 46474, - "similarity": 0.433, - "content_similarity": 0.357, + "similarity": 0.429, + "content_similarity": 0.351, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3428,7 +3191,7 @@ "left_pr_number": 46207, "right_pr_number": 46632, "similarity": 0.624, - "content_similarity": 0.538, + "content_similarity": 0.537, "size_similarity": 0.673, "breadth_similarity": 1.0, "concentration_similarity": 0.935, @@ -3446,8 +3209,8 @@ { "left_pr_number": 44940, "right_pr_number": 46632, - "similarity": 0.554, - "content_similarity": 0.512, + "similarity": 0.553, + "content_similarity": 0.511, "size_similarity": 0.446, "breadth_similarity": 0.833, "concentration_similarity": 0.903, @@ -3575,7 +3338,7 @@ "left_pr_number": 44059, "right_pr_number": 44676, "similarity": 0.678, - "content_similarity": 0.741, + "content_similarity": 0.742, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -3688,7 +3451,7 @@ { "left_pr_number": 43997, "right_pr_number": 44019, - "similarity": 0.275, + "similarity": 0.276, "content_similarity": 0.025, "size_similarity": 0.722, "breadth_similarity": 1.0, @@ -3710,34 +3473,34 @@ 46196 ], "representative_pr_number": 44114, - "average_similarity": 0.527, + "average_similarity": 0.529, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/wavlm/modeling_wavlm.py`, `src/transformers/models/hubert/modeling_hubert.py`; representative PR #44114.", "shared_filenames": [ "src/transformers/models/data2vec/modeling_data2vec_audio.py", "src/transformers/models/wavlm/modeling_wavlm.py", "src/transformers/models/hubert/modeling_hubert.py", - "src/transformers/models/sew_d/modeling_sew_d.py", "src/transformers/models/unispeech/modeling_unispeech.py", "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", "src/transformers/models/wav2vec2/modeling_wav2vec2.py", - "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py" + "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", + "src/transformers/models/sew_d/modeling_sew_d.py" ], "shared_directories": [ "src/transformers/models/unispeech", "src/transformers/models/unispeech_sat", "src/transformers/models/wavlm", "src/transformers/models/data2vec", - "src/transformers/models/sew_d", "src/transformers/models/wav2vec2", "src/transformers/models/wav2vec2_conformer", - "src/transformers/models/hubert" + "src/transformers/models/hubert", + "src/transformers/models/sew_d" ], "pairwise": [ { "left_pr_number": 44114, "right_pr_number": 46196, - "similarity": 0.68, - "content_similarity": 0.704, + "similarity": 0.683, + "content_similarity": 0.708, "size_similarity": 0.478, "breadth_similarity": 0.659, "concentration_similarity": 0.993, @@ -3770,7 +3533,7 @@ "left_pr_number": 44114, "right_pr_number": 45720, "similarity": 0.504, - "content_similarity": 0.426, + "content_similarity": 0.428, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, @@ -3802,8 +3565,8 @@ { "left_pr_number": 45720, "right_pr_number": 46196, - "similarity": 0.397, - "content_similarity": 0.326, + "similarity": 0.399, + "content_similarity": 0.328, "size_similarity": 0.263, "breadth_similarity": 0.798, "concentration_similarity": 0.994, @@ -3812,104 +3575,24 @@ "src/transformers/models/hubert/modeling_hubert.py", "src/transformers/models/sew/modeling_sew.py", "src/transformers/models/sew_d/modeling_sew_d.py", - "src/transformers/models/unispeech/modeling_unispeech.py", - "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", - "src/transformers/models/wav2vec2/modeling_wav2vec2.py", - "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py", - "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", - "src/transformers/models/wavlm/modeling_wavlm.py" - ], - "shared_directories": [ - "src/transformers/models/data2vec", - "src/transformers/models/hubert", - "src/transformers/models/sew", - "src/transformers/models/sew_d", - "src/transformers/models/unispeech", - "src/transformers/models/unispeech_sat", - "src/transformers/models/wav2vec2", - "src/transformers/models/wav2vec2_bert", - "src/transformers/models/wav2vec2_conformer", - "src/transformers/models/wavlm" - ] - } - ] - }, - { - "cluster_id": "pr-scope-43875-3", - "pr_numbers": [ - 43875, - 46446, - 46748 - ], - "representative_pr_number": 46748, - "average_similarity": 0.512, - "summary": "3 open PRs share weighted file overlap around `tests/utils/test_cache_utils.py`, `src/transformers/cache_utils.py`; representative PR #46748.", - "shared_filenames": [ - "tests/utils/test_cache_utils.py", - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "tests/utils", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 43875, - "right_pr_number": 46748, - "similarity": 0.602, - "content_similarity": 0.529, - "size_similarity": 0.564, - "breadth_similarity": 1.0, - "concentration_similarity": 0.947, - "shared_filenames": [ - "src/transformers/cache_utils.py", - "tests/utils/test_cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 46446, - "right_pr_number": 46748, - "similarity": 0.538, - "content_similarity": 0.581, - "size_similarity": 0.246, - "breadth_similarity": 0.5, - "concentration_similarity": 0.898, - "shared_filenames": [ - "src/transformers/cache_utils.py", - "tests/utils/test_cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" - ] - }, - { - "left_pr_number": 43875, - "right_pr_number": 46446, - "similarity": 0.394, - "content_similarity": 0.394, - "size_similarity": 0.138, - "breadth_similarity": 0.5, - "concentration_similarity": 0.951, - "shared_filenames": [ - "src/transformers/cache_utils.py", - "tests/utils/test_cache_utils.py" + "src/transformers/models/unispeech/modeling_unispeech.py", + "src/transformers/models/unispeech_sat/modeling_unispeech_sat.py", + "src/transformers/models/wav2vec2/modeling_wav2vec2.py", + "src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py", + "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py", + "src/transformers/models/wavlm/modeling_wavlm.py" ], "shared_directories": [ - "src/transformers", - "tests/utils", - "src", - "tests" + "src/transformers/models/data2vec", + "src/transformers/models/hubert", + "src/transformers/models/sew", + "src/transformers/models/sew_d", + "src/transformers/models/unispeech", + "src/transformers/models/unispeech_sat", + "src/transformers/models/wav2vec2", + "src/transformers/models/wav2vec2_bert", + "src/transformers/models/wav2vec2_conformer", + "src/transformers/models/wavlm" ] } ] @@ -4011,7 +3694,7 @@ "left_pr_number": 34925, "right_pr_number": 45917, "similarity": 0.495, - "content_similarity": 0.425, + "content_similarity": 0.424, "size_similarity": 0.39, "breadth_similarity": 1.0, "concentration_similarity": 0.78, @@ -4132,6 +3815,90 @@ } ] }, + { + "cluster_id": "pr-scope-45682-3", + "pr_numbers": [ + 45682, + 46442, + 46766 + ], + "representative_pr_number": 45682, + "average_similarity": 0.444, + "summary": "3 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.", + "shared_filenames": [ + "tests/peft_integration/test_peft_integration.py", + "src/transformers/integrations/peft.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "tests/peft_integration", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45682, + "right_pr_number": 46442, + "similarity": 0.604, + "content_similarity": 0.67, + "size_similarity": 0.435, + "breadth_similarity": 0.31, + "concentration_similarity": 0.773, + "shared_filenames": [ + 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"tests/peft_integration/test_peft_integration.py" + ], + "shared_directories": [ + "src/transformers/integrations", + "src/transformers", + "tests/peft_integration", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-45541-3", "pr_numbers": [ @@ -4208,7 +3975,7 @@ 46211 ], "representative_pr_number": 45742, - "average_similarity": 0.418, + "average_similarity": 0.419, "summary": "3 open PRs share weighted file overlap around `tests/models/llama/test_modeling_llama.py`, `src/transformers/models/llama/configuration_llama.py`, `src/transformers/models/llama/modeling_llama.py`; representative PR #45742.", "shared_filenames": [ "tests/models/llama/test_modeling_llama.py", @@ -4283,6 +4050,98 @@ } ] }, + { + "cluster_id": "pr-scope-46595-3", + "pr_numbers": [ + 46595, + 46654, + 46724 + ], + "representative_pr_number": 46724, + "average_similarity": 0.418, + "summary": "3 open PRs share weighted file overlap around `src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py`, `tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py`; representative PR #46724.", + "shared_filenames": [ + "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", + "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" + ], + "shared_directories": [ + "src/transformers/models/diffusion_gemma", + "tests/models/diffusion_gemma", + "src/transformers/models", + "tests/models", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46595, + "right_pr_number": 46724, + "similarity": 0.555, + "content_similarity": 0.584, + "size_similarity": 0.064, + "breadth_similarity": 0.875, + "concentration_similarity": 0.993, + "shared_filenames": [ + "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", + "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" + ], + "shared_directories": [ + "src/transformers/models/diffusion_gemma", + "src/transformers/models", + "tests/models/diffusion_gemma", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 46654, + "right_pr_number": 46724, + "similarity": 0.364, + "content_similarity": 0.387, + "size_similarity": 0.021, + "breadth_similarity": 0.417, + "concentration_similarity": 0.974, + "shared_filenames": [ + "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", + "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" + ], + "shared_directories": [ + "src/transformers/models/diffusion_gemma", + "src/transformers/models", + "tests/models/diffusion_gemma", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 46595, + "right_pr_number": 46654, + "similarity": 0.333, + "content_similarity": 0.268, + "size_similarity": 0.326, + "breadth_similarity": 0.472, + "concentration_similarity": 0.982, + "shared_filenames": [ + "src/transformers/models/diffusion_gemma/generation_diffusion_gemma.py", + "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py" + ], + "shared_directories": [ + "src/transformers/models/diffusion_gemma", + "src/transformers/models", + "tests/models/diffusion_gemma", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-33686-3", "pr_numbers": [ @@ -4304,7 +4163,7 @@ { "left_pr_number": 33686, "right_pr_number": 44550, - "similarity": 0.387, + "similarity": 0.388, "content_similarity": 0.125, "size_similarity": 1.0, "breadth_similarity": 1.0, @@ -4321,7 +4180,7 @@ "left_pr_number": 44407, "right_pr_number": 44550, "similarity": 0.358, - "content_similarity": 0.092, + "content_similarity": 0.093, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4336,7 +4195,7 @@ "left_pr_number": 33686, "right_pr_number": 44407, "similarity": 0.349, - "content_similarity": 0.079, + "content_similarity": 0.08, "size_similarity": 0.957, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4510,11 +4369,11 @@ "docs/source/en/chat_response_parsing.md", "src/transformers/models/gemma4/convert_gemma4_weights.py", "src/transformers/pipelines/any_to_any.py", - "src/transformers/pipelines/image_text_to_text.py", "src/transformers/pipelines/text_generation.py", "src/transformers/utils/chat_parsing/__init__.py", "src/transformers/utils/chat_parsing/content_parsers.py", - "src/transformers/utils/chat_parsing/response_parser.py" + "src/transformers/utils/chat_parsing/response_parser.py", + "src/transformers/utils/chat_parsing/response_templates.py" ], "shared_directories": [ "src/transformers/utils/chat_parsing", @@ -4671,7 +4530,7 @@ "src/transformers/models/dbrx/modeling_dbrx.py", "src/transformers/models/flex_olmo/modeling_flex_olmo.py", "src/transformers/models/gpt_oss/modeling_gpt_oss.py", - "src/transformers/models/jamba/modeling_jamba.py" + "src/transformers/models/mixtral/modeling_mixtral.py" ], "shared_directories": [ "src/transformers/models/jetmoe", @@ -4680,8 +4539,8 @@ "src/transformers/models/dbrx", "src/transformers/models/flex_olmo", "src/transformers/models/minimax_m2", - "src/transformers/models/jamba", - "src/transformers/models/mixtral" + "src/transformers/models/mixtral", + "src/transformers/models/qwen2_moe" ], "pairwise": [ { @@ -4741,7 +4600,7 @@ "left_pr_number": 45606, "right_pr_number": 45607, "similarity": 0.774, - "content_similarity": 0.825, + "content_similarity": 0.824, "size_similarity": 0.778, "breadth_similarity": 0.417, "concentration_similarity": 0.778, @@ -4880,7 +4739,7 @@ "left_pr_number": 42824, "right_pr_number": 46461, "similarity": 0.718, - "content_similarity": 0.749, + "content_similarity": 0.748, "size_similarity": 0.652, "breadth_similarity": 0.5, "concentration_similarity": 0.928, @@ -5010,49 +4869,6 @@ } ] }, - { - "cluster_id": "pr-scope-45682-2", - "pr_numbers": [ - 45682, - 46442 - ], - "representative_pr_number": 45682, - "average_similarity": 0.608, - "summary": "2 open PRs share weighted file overlap around `tests/peft_integration/test_peft_integration.py`, `src/transformers/integrations/peft.py`; representative PR #45682.", - "shared_filenames": [ - "tests/peft_integration/test_peft_integration.py", - "src/transformers/integrations/peft.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "tests/peft_integration", - "src/transformers", - "tests", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45682, - "right_pr_number": 46442, - "similarity": 0.608, - "content_similarity": 0.677, - "size_similarity": 0.435, - "breadth_similarity": 0.31, - "concentration_similarity": 0.773, - "shared_filenames": [ - "src/transformers/integrations/peft.py", - "tests/peft_integration/test_peft_integration.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "tests/peft_integration", - "src", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-45932-2", "pr_numbers": [ @@ -5066,9 +4882,9 @@ "src/transformers/models/vit_mae/modeling_vit_mae.py", "src/transformers/models/vit_mae/modular_vit_mae.py", "src/transformers/models/aimv2/modeling_aimv2.py", - "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py", "src/transformers/models/pp_doclayout_v3/modeling_pp_doclayout_v3.py", "src/transformers/models/deimv2/modeling_deimv2.py", + "src/transformers/models/pp_doclayout_v2/modeling_pp_doclayout_v2.py", "src/transformers/models/d_fine/modeling_d_fine.py", "src/transformers/models/rt_detr/modeling_rt_detr.py" ], @@ -5123,72 +4939,33 @@ 44228, 46324 ], - "representative_pr_number": 44228, - "average_similarity": 0.562, - "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.", - "shared_filenames": [ - "src/transformers/quantizers/quantizers_utils.py", - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers/quantizers", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44228, - "right_pr_number": 46324, - "similarity": 0.562, - "content_similarity": 0.597, - "size_similarity": 0.259, - "breadth_similarity": 0.583, - "concentration_similarity": 0.926, - "shared_filenames": [ - "src/transformers/modeling_utils.py", - "src/transformers/quantizers/quantizers_utils.py" - ], - "shared_directories": [ - "src/transformers/quantizers", - "src/transformers", - "src" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44101-2", - "pr_numbers": [ - 44101, - 44116 - ], - "representative_pr_number": 44101, - "average_similarity": 0.554, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", + "representative_pr_number": 44228, + "average_similarity": 0.562, + "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.", "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "src/transformers/quantizers/quantizers_utils.py", + "src/transformers/modeling_utils.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models", + "src/transformers/quantizers", "src/transformers", "src" ], "pairwise": [ { - "left_pr_number": 44101, - "right_pr_number": 44116, - "similarity": 0.554, - "content_similarity": 0.616, - "size_similarity": 0.319, - "breadth_similarity": 0.5, - "concentration_similarity": 0.507, + "left_pr_number": 44228, + "right_pr_number": 46324, + "similarity": 0.562, + "content_similarity": 0.597, + "size_similarity": 0.259, + "breadth_similarity": 0.583, + "concentration_similarity": 0.926, "shared_filenames": [ - "src/transformers/models/flaubert/modeling_flaubert.py" + "src/transformers/modeling_utils.py", + "src/transformers/quantizers/quantizers_utils.py" ], "shared_directories": [ - "src/transformers/models/flaubert", - "src/transformers/models", + "src/transformers/quantizers", "src/transformers", "src" ] @@ -5202,7 +4979,7 @@ 45333 ], "representative_pr_number": 45332, - "average_similarity": 0.554, + "average_similarity": 0.555, "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.", "shared_filenames": [ "src/transformers/heterogeneity/__init__.py", @@ -5222,7 +4999,7 @@ { "left_pr_number": 45332, "right_pr_number": 45333, - "similarity": 0.554, + "similarity": 0.555, "content_similarity": 0.592, "size_similarity": 0.274, "breadth_similarity": 0.542, @@ -5245,36 +5022,38 @@ ] }, { - "cluster_id": "pr-scope-43833-2", + "cluster_id": "pr-scope-44101-2", "pr_numbers": [ - 43833, - 46743 + 44101, + 44116 ], - "representative_pr_number": 43833, - "average_similarity": 0.518, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.", + "representative_pr_number": 44101, + "average_similarity": 0.554, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.", "shared_filenames": [ - "src/transformers/integrations/moe.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ - "src/transformers/integrations", + "src/transformers/models/flaubert", + "src/transformers/models", "src/transformers", "src" ], "pairwise": [ { - "left_pr_number": 43833, - "right_pr_number": 46743, - "similarity": 0.518, - "content_similarity": 0.463, - "size_similarity": 0.294, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 44101, + "right_pr_number": 44116, + "similarity": 0.554, + "content_similarity": 0.616, + "size_similarity": 0.319, + "breadth_similarity": 0.5, + "concentration_similarity": 0.507, "shared_filenames": [ - "src/transformers/integrations/moe.py" + "src/transformers/models/flaubert/modeling_flaubert.py" ], "shared_directories": [ - "src/transformers/integrations", + "src/transformers/models/flaubert", + "src/transformers/models", "src/transformers", "src" ] @@ -5340,7 +5119,7 @@ "left_pr_number": 44659, "right_pr_number": 46705, "similarity": 0.507, - "content_similarity": 0.644, + "content_similarity": 0.645, "size_similarity": 0.015, "breadth_similarity": 0.267, "concentration_similarity": 0.538, @@ -5465,71 +5244,6 @@ } ] }, - { - "cluster_id": "pr-scope-46404-2", - "pr_numbers": [ - 46404, - 46556 - ], - "representative_pr_number": 46404, - "average_similarity": 0.494, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modular_deepseek_vl.py`, `src/transformers/models/emu3/processing_emu3.py`, `src/transformers/models/florence2/processing_florence2.py`; representative PR #46404.", - "shared_filenames": [ - "src/transformers/models/deepseek_vl/modular_deepseek_vl.py", - "src/transformers/models/emu3/processing_emu3.py", - "src/transformers/models/florence2/processing_florence2.py", - "src/transformers/models/glm_image/processing_glm_image.py", - "src/transformers/models/granite4_vision/processing_granite4_vision.py", - "src/transformers/models/kosmos2/processing_kosmos2.py", - "src/transformers/models/minicpmv4_6/processing_minicpmv4_6.py", - "src/transformers/models/video_llava/processing_video_llava.py" - ], - "shared_directories": [ - "src/transformers/models/minicpmv4_6", - "src/transformers/models/florence2", - "src/transformers/models/granite4_vision", - "src/transformers/models/kosmos2", - "src/transformers/models/lighton_ocr", - "src/transformers/models/llava_next", - "src/transformers/models/video_llava", - "src/transformers/models/cohere2_vision" - ], - "pairwise": [ - { - "left_pr_number": 46404, - "right_pr_number": 46556, - "similarity": 0.494, - "content_similarity": 0.465, - "size_similarity": 0.333, - "breadth_similarity": 0.744, - "concentration_similarity": 0.88, - "shared_filenames": [ - "src/transformers/models/cohere2_vision/processing_cohere2_vision.py", - "src/transformers/models/colqwen2/modular_colqwen2.py", - "src/transformers/models/colqwen2/processing_colqwen2.py", - "src/transformers/models/deepseek_vl/modular_deepseek_vl.py", - "src/transformers/models/deepseek_vl/processing_deepseek_vl.py", - "src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py", - "src/transformers/models/deepseek_vl_hybrid/processing_deepseek_vl_hybrid.py", - "src/transformers/models/emu3/processing_emu3.py", - "src/transformers/models/florence2/modular_florence2.py", - "src/transformers/models/florence2/processing_florence2.py" - ], - "shared_directories": [ - "src/transformers/models/cohere2_vision", - "src/transformers/models/colqwen2", - "src/transformers/models/deepseek_vl", - "src/transformers/models/deepseek_vl_hybrid", - "src/transformers/models/emu3", - "src/transformers/models/florence2", - "src/transformers/models/glm_image", - "src/transformers/models/granite4_vision", - "src/transformers/models/internvl", - "src/transformers/models/kosmos2" - ] - } - ] - }, { "cluster_id": "pr-scope-46310-2", "pr_numbers": [ @@ -5578,7 +5292,7 @@ 45868 ], "representative_pr_number": 45540, - "average_similarity": 0.489, + "average_similarity": 0.487, "summary": "2 open PRs share weighted file overlap around `tests/models/t5gemma2/test_modeling_t5gemma2.py`, `src/transformers/models/t5gemma2/modular_t5gemma2.py`, `src/transformers/models/t5gemma2/modeling_t5gemma2.py`; representative PR #45540.", "shared_filenames": [ "tests/models/t5gemma2/test_modeling_t5gemma2.py", @@ -5598,8 +5312,8 @@ { "left_pr_number": 45540, "right_pr_number": 45868, - "similarity": 0.489, - "content_similarity": 0.362, + "similarity": 0.487, + "content_similarity": 0.359, "size_similarity": 0.593, "breadth_similarity": 1.0, "concentration_similarity": 0.936, @@ -5620,6 +5334,122 @@ } ] }, + { + "cluster_id": "pr-scope-46404-2", + "pr_numbers": [ + 46404, + 46556 + ], + "representative_pr_number": 46404, + "average_similarity": 0.484, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modular_deepseek_vl.py`, `src/transformers/models/emu3/processing_emu3.py`, `src/transformers/models/florence2/processing_florence2.py`; representative PR #46404.", + "shared_filenames": [ + "src/transformers/models/deepseek_vl/modular_deepseek_vl.py", + "src/transformers/models/emu3/processing_emu3.py", + "src/transformers/models/florence2/processing_florence2.py", + "src/transformers/models/glm_image/processing_glm_image.py", + "src/transformers/models/granite4_vision/processing_granite4_vision.py", + "src/transformers/models/kosmos2/processing_kosmos2.py", + "src/transformers/models/minicpmv4_6/processing_minicpmv4_6.py", + "src/transformers/models/video_llava/processing_video_llava.py" + ], + "shared_directories": [ + "src/transformers/models/florence2", + "src/transformers/models/minicpmv4_6", + "src/transformers/models/granite4_vision", + "src/transformers/models/kosmos2", + "src/transformers/models/lighton_ocr", + "src/transformers/models/llava_next", + "src/transformers/models/cohere2_vision", + "src/transformers/models/colqwen2" + ], + "pairwise": [ + { + "left_pr_number": 46404, + "right_pr_number": 46556, + "similarity": 0.484, + "content_similarity": 0.461, + "size_similarity": 0.321, + "breadth_similarity": 0.692, + "concentration_similarity": 0.877, + "shared_filenames": [ + "src/transformers/models/cohere2_vision/processing_cohere2_vision.py", + "src/transformers/models/colqwen2/modular_colqwen2.py", + "src/transformers/models/colqwen2/processing_colqwen2.py", + "src/transformers/models/deepseek_vl/modular_deepseek_vl.py", + "src/transformers/models/deepseek_vl/processing_deepseek_vl.py", + "src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py", + "src/transformers/models/deepseek_vl_hybrid/processing_deepseek_vl_hybrid.py", + "src/transformers/models/emu3/processing_emu3.py", + "src/transformers/models/florence2/modular_florence2.py", + "src/transformers/models/florence2/processing_florence2.py" + ], + "shared_directories": [ + "src/transformers/models/cohere2_vision", + "src/transformers/models/colqwen2", + "src/transformers/models/deepseek_vl", + "src/transformers/models/deepseek_vl_hybrid", + "src/transformers/models/emu3", + "src/transformers/models/florence2", + "src/transformers/models/glm_image", + "src/transformers/models/granite4_vision", + "src/transformers/models/internvl", + "src/transformers/models/kosmos2" + ] + } + ] + }, + { + "cluster_id": "pr-scope-46712-2", + "pr_numbers": [ + 46712, + 46765 + ], + "representative_pr_number": 46712, + "average_similarity": 0.481, + "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/continuous_batching/cache.py`, `src/transformers/generation/continuous_batching/input_outputs.py`, `src/transformers/generation/continuous_batching/scheduler.py`; representative PR #46712.", + "shared_filenames": [ + "src/transformers/generation/continuous_batching/cache.py", + "src/transformers/generation/continuous_batching/input_outputs.py", + "src/transformers/generation/continuous_batching/scheduler.py", + "tests/generation/test_continuous_batching.py", + "src/transformers/generation/configuration_utils.py" + ], + "shared_directories": [ + "src/transformers/generation/continuous_batching", + "src/transformers/generation", + "tests/generation", + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 46712, + "right_pr_number": 46765, + "similarity": 0.481, + "content_similarity": 0.521, + "size_similarity": 0.134, + "breadth_similarity": 0.531, + "concentration_similarity": 0.859, + "shared_filenames": [ + "src/transformers/generation/configuration_utils.py", + "src/transformers/generation/continuous_batching/cache.py", + "src/transformers/generation/continuous_batching/input_outputs.py", + "src/transformers/generation/continuous_batching/scheduler.py", + "tests/generation/test_continuous_batching.py" + ], + "shared_directories": [ + "src/transformers/generation/continuous_batching", + "src/transformers/generation", + "src/transformers", + "tests/generation", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-46113-2", "pr_numbers": [ @@ -5657,6 +5487,71 @@ } ] }, + { + "cluster_id": "pr-scope-41992-2", + "pr_numbers": [ + 41992, + 46738 + ], + "representative_pr_number": 41992, + "average_similarity": 0.467, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/bamba/modular_bamba.py`, `src/transformers/models/bart/modeling_bart.py`, `src/transformers/models/big_bird/modeling_big_bird.py`; representative PR #41992.", + "shared_filenames": [ + "src/transformers/models/bamba/modular_bamba.py", + "src/transformers/models/bart/modeling_bart.py", + "src/transformers/models/big_bird/modeling_big_bird.py", + "src/transformers/models/bigbird_pegasus/modeling_bigbird_pegasus.py", + "src/transformers/models/blt/configuration_blt.py", + "src/transformers/models/canine/modeling_canine.py", + "src/transformers/models/cohere_asr/configuration_cohere_asr.py", + "src/transformers/models/cohere_asr/modeling_cohere_asr.py" + ], + "shared_directories": [ + "src/transformers/models/big_bird", + "src/transformers/models/bigbird_pegasus", + "src/transformers/models/canine", + "src/transformers/models/plbart", + "src/transformers/models/pp_formulanet", + "src/transformers/models/swin", + "src/transformers/models/bamba", + "src/transformers/models/bart" + ], + "pairwise": [ + { + "left_pr_number": 41992, + "right_pr_number": 46738, + "similarity": 0.467, + "content_similarity": 0.442, + "size_similarity": 0.416, + "breadth_similarity": 0.666, + "concentration_similarity": 0.561, + "shared_filenames": [ + "src/transformers/models/bamba/modeling_bamba.py", + "src/transformers/models/bamba/modular_bamba.py", + "src/transformers/models/bart/modeling_bart.py", + "src/transformers/models/big_bird/modeling_big_bird.py", + "src/transformers/models/bigbird_pegasus/modeling_bigbird_pegasus.py", + "src/transformers/models/blt/configuration_blt.py", + "src/transformers/models/blt/modeling_blt.py", + "src/transformers/models/blt/modular_blt.py", + "src/transformers/models/bros/modeling_bros.py", + "src/transformers/models/canine/modeling_canine.py" + ], + "shared_directories": [ + "src/transformers/models/bamba", + "src/transformers/models/bart", + "src/transformers/models/big_bird", + "src/transformers/models/bigbird_pegasus", + "src/transformers/models/blt", + "src/transformers/models/bros", + "src/transformers/models/canine", + "src/transformers/models/clap", + "src/transformers/models/clvp", + "src/transformers/models/cohere_asr" + ] + } + ] + }, { "cluster_id": "pr-scope-40755-2", "pr_numbers": [ @@ -5664,7 +5559,7 @@ 45233 ], "representative_pr_number": 40755, - "average_similarity": 0.467, + "average_similarity": 0.461, "summary": "2 open PRs share weighted file overlap around `tests/models/timesfm/test_modeling_timesfm.py`, `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`; representative PR #40755.", "shared_filenames": [ "tests/models/timesfm/test_modeling_timesfm.py", @@ -5684,8 +5579,8 @@ { "left_pr_number": 40755, "right_pr_number": 45233, - "similarity": 0.467, - "content_similarity": 0.431, + "similarity": 0.461, + "content_similarity": 0.422, "size_similarity": 0.266, "breadth_similarity": 0.792, "concentration_similarity": 0.928, @@ -5899,7 +5794,7 @@ 46643 ], "representative_pr_number": 42112, - "average_similarity": 0.428, + "average_similarity": 0.427, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`, `src/transformers/generation/utils.py`; representative PR #42112.", "shared_filenames": [ "src/transformers/generation/logits_process.py", @@ -5917,8 +5812,8 @@ { "left_pr_number": 42112, "right_pr_number": 46643, - "similarity": 0.428, - "content_similarity": 0.471, + "similarity": 0.427, + "content_similarity": 0.47, "size_similarity": 0.029, "breadth_similarity": 0.521, "concentration_similarity": 0.841, @@ -5971,7 +5866,7 @@ "left_pr_number": 46099, "right_pr_number": 46269, "similarity": 0.41, - "content_similarity": 0.484, + "content_similarity": 0.485, "size_similarity": 0.013, "breadth_similarity": 0.284, "concentration_similarity": 0.805, @@ -6099,7 +5994,7 @@ 45783 ], "representative_pr_number": 43446, - "average_similarity": 0.403, + "average_similarity": 0.402, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`, `src/transformers/models/fast_vlm/modular_fast_vlm.py`; representative PR #43446.", "shared_filenames": [ "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py", @@ -6125,8 +6020,8 @@ { "left_pr_number": 43446, "right_pr_number": 45783, - "similarity": 0.403, - "content_similarity": 0.38, + "similarity": 0.402, + "content_similarity": 0.379, "size_similarity": 0.344, "breadth_similarity": 0.4, "concentration_similarity": 0.909, @@ -6180,7 +6075,7 @@ "left_pr_number": 44369, "right_pr_number": 45114, "similarity": 0.4, - "content_similarity": 0.243, + "content_similarity": 0.244, "size_similarity": 0.808, "breadth_similarity": 0.625, "concentration_similarity": 0.919, @@ -6219,7 +6114,7 @@ "left_pr_number": 44889, "right_pr_number": 44981, "similarity": 0.393, - "content_similarity": 0.149, + "content_similarity": 0.148, "size_similarity": 0.991, "breadth_similarity": 1.0, "concentration_similarity": 0.812, @@ -6235,6 +6130,43 @@ } ] }, + { + "cluster_id": "pr-scope-32189-2", + "pr_numbers": [ + 32189, + 46124 + ], + "representative_pr_number": 32189, + "average_similarity": 0.39, + "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`; representative PR #32189.", + "shared_filenames": [ + "src/transformers/generation/candidate_generator.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 32189, + "right_pr_number": 46124, + "similarity": 0.39, + "content_similarity": 0.344, + "size_similarity": 0.165, + "breadth_similarity": 0.833, + "concentration_similarity": 0.815, + "shared_filenames": [ + "src/transformers/generation/candidate_generator.py" + ], + "shared_directories": [ + "src/transformers/generation", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-46501-2", "pr_numbers": [