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": "20260528T120029Z", - "generated_at": "2026-05-28T12:02:27Z", - "cluster_count": 57, + "snapshot_id": "20260528T180037Z", + "generated_at": "2026-05-28T18:03:19Z", + "cluster_count": 58, "pr_scope_clusters": [ { "cluster_id": "pr-scope-43636-10", @@ -19,7 +19,7 @@ 45273 ], "representative_pr_number": 45067, - "average_similarity": 0.426, + "average_similarity": 0.423, "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.", "shared_filenames": [ "src/transformers/trainer.py" @@ -32,8 +32,8 @@ { "left_pr_number": 44189, "right_pr_number": 45067, - "similarity": 0.777, - "content_similarity": 0.862, + "similarity": 0.776, + "content_similarity": 0.861, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -48,8 +48,8 @@ { "left_pr_number": 43663, "right_pr_number": 45067, - "similarity": 0.627, - "content_similarity": 0.467, + "similarity": 0.622, + "content_similarity": 0.461, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -64,8 +64,8 @@ { "left_pr_number": 43651, "right_pr_number": 43663, - "similarity": 0.547, - "content_similarity": 0.413, + "similarity": 0.543, + "content_similarity": 0.407, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -80,8 +80,8 @@ { "left_pr_number": 43651, "right_pr_number": 45067, - "similarity": 0.523, - "content_similarity": 0.379, + "similarity": 0.519, + "content_similarity": 0.373, "size_similarity": 0.72, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -96,8 +96,8 @@ { "left_pr_number": 43663, "right_pr_number": 44123, - "similarity": 0.508, - "content_similarity": 0.414, + "similarity": 0.503, + "content_similarity": 0.408, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -112,8 +112,8 @@ { "left_pr_number": 44257, "right_pr_number": 44660, - "similarity": 0.494, - "content_similarity": 0.276, + "similarity": 0.49, + "content_similarity": 0.271, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -128,8 +128,8 @@ { "left_pr_number": 44123, "right_pr_number": 45067, - "similarity": 0.484, - "content_similarity": 0.379, + "similarity": 0.48, + "content_similarity": 0.373, "size_similarity": 0.455, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -141,11 +141,27 @@ "src" ] }, + { + "left_pr_number": 43636, + "right_pr_number": 43663, + "similarity": 0.465, + "content_similarity": 0.355, + "size_similarity": 0.44, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/trainer.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + }, { "left_pr_number": 43663, "right_pr_number": 44660, - "similarity": 0.469, - "content_similarity": 0.405, + "similarity": 0.465, + "content_similarity": 0.399, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -160,8 +176,8 @@ { "left_pr_number": 44189, "right_pr_number": 44660, - "similarity": 0.468, - "content_similarity": 0.311, + "similarity": 0.464, + "content_similarity": 0.306, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -175,9 +191,9 @@ }, { "left_pr_number": 43636, - "right_pr_number": 43663, - "similarity": 0.467, - "content_similarity": 0.359, + "right_pr_number": 45067, + "similarity": 0.444, + "content_similarity": 0.326, "size_similarity": 0.44, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -192,8 +208,8 @@ { "left_pr_number": 43663, "right_pr_number": 44189, - "similarity": 0.448, - "content_similarity": 0.392, + "similarity": 0.444, + "content_similarity": 0.386, "size_similarity": 0.16, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -208,8 +224,8 @@ { "left_pr_number": 43636, "right_pr_number": 43651, - "similarity": 0.446, - "content_similarity": 0.291, + "similarity": 0.443, + "content_similarity": 0.288, "size_similarity": 0.611, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -221,27 +237,11 @@ "src" ] }, - { - "left_pr_number": 43636, - "right_pr_number": 45067, - "similarity": 0.446, - "content_similarity": 0.329, - "size_similarity": 0.44, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/trainer.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, { "left_pr_number": 44660, "right_pr_number": 45067, - "similarity": 0.446, - "content_similarity": 0.371, + "similarity": 0.442, + "content_similarity": 0.365, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -256,8 +256,8 @@ { "left_pr_number": 44189, "right_pr_number": 45055, - "similarity": 0.445, - "content_similarity": 0.26, + "similarity": 0.441, + "content_similarity": 0.256, "size_similarity": 0.75, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -272,8 +272,8 @@ { "left_pr_number": 44189, "right_pr_number": 44257, - "similarity": 0.437, - "content_similarity": 0.267, + "similarity": 0.434, + "content_similarity": 0.262, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -288,8 +288,8 @@ { "left_pr_number": 43651, "right_pr_number": 44123, - "similarity": 0.434, - "content_similarity": 0.336, + "similarity": 0.43, + "content_similarity": 0.33, "size_similarity": 0.327, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -304,8 +304,8 @@ { "left_pr_number": 43636, "right_pr_number": 44660, - "similarity": 0.431, - "content_similarity": 0.285, + "similarity": 0.429, + "content_similarity": 0.282, "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -320,8 +320,8 @@ { "left_pr_number": 43651, "right_pr_number": 44660, - "similarity": 0.43, - "content_similarity": 0.329, + "similarity": 0.426, + "content_similarity": 0.323, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -336,8 +336,8 @@ { "left_pr_number": 43663, "right_pr_number": 44257, - "similarity": 0.429, - "content_similarity": 0.348, + "similarity": 0.425, + "content_similarity": 0.342, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -352,8 +352,8 @@ { "left_pr_number": 44660, "right_pr_number": 45055, - "similarity": 0.413, - "content_similarity": 0.269, + "similarity": 0.41, + "content_similarity": 0.264, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -368,8 +368,8 @@ { "left_pr_number": 44257, "right_pr_number": 45067, - "similarity": 0.409, - "content_similarity": 0.319, + "similarity": 0.405, + "content_similarity": 0.313, "size_similarity": 0.24, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -384,8 +384,8 @@ { "left_pr_number": 43651, "right_pr_number": 44189, - "similarity": 0.406, - "content_similarity": 0.318, + "similarity": 0.402, + "content_similarity": 0.313, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -398,11 +398,11 @@ ] }, { - "left_pr_number": 43663, - "right_pr_number": 45055, - "similarity": 0.405, - "content_similarity": 0.338, - "size_similarity": 0.12, + "left_pr_number": 43636, + "right_pr_number": 44257, + "similarity": 0.401, + "content_similarity": 0.242, + "size_similarity": 0.545, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -414,11 +414,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44257, - "similarity": 0.403, - "content_similarity": 0.245, - "size_similarity": 0.545, + "left_pr_number": 43663, + "right_pr_number": 45055, + "similarity": 0.401, + "content_similarity": 0.333, + "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -432,8 +432,8 @@ { "left_pr_number": 43636, "right_pr_number": 44189, - "similarity": 0.398, - "content_similarity": 0.276, + "similarity": 0.395, + "content_similarity": 0.273, "size_similarity": 0.364, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -448,8 +448,8 @@ { "left_pr_number": 43651, "right_pr_number": 44257, - "similarity": 0.398, - "content_similarity": 0.282, + "similarity": 0.394, + "content_similarity": 0.277, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -464,8 +464,8 @@ { "left_pr_number": 44123, "right_pr_number": 44660, - "similarity": 0.397, - "content_similarity": 0.329, + "similarity": 0.393, + "content_similarity": 0.323, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -480,8 +480,8 @@ { "left_pr_number": 45055, "right_pr_number": 45273, - "similarity": 0.39, - "content_similarity": 0.201, + "similarity": 0.388, + "content_similarity": 0.197, "size_similarity": 0.667, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -496,8 +496,8 @@ { "left_pr_number": 44189, "right_pr_number": 45273, - "similarity": 0.387, - "content_similarity": 0.232, + "similarity": 0.384, + "content_similarity": 0.228, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -512,8 +512,8 @@ { "left_pr_number": 44257, "right_pr_number": 45055, - "similarity": 0.387, - "content_similarity": 0.231, + "similarity": 0.384, + "content_similarity": 0.227, "size_similarity": 0.5, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -526,11 +526,11 @@ ] }, { - "left_pr_number": 45055, - "right_pr_number": 45067, - "similarity": 0.385, - "content_similarity": 0.31, - "size_similarity": 0.12, + "left_pr_number": 43636, + "right_pr_number": 44123, + "similarity": 0.382, + "content_similarity": 0.288, + "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -542,11 +542,11 @@ ] }, { - "left_pr_number": 43636, - "right_pr_number": 44123, - "similarity": 0.384, - "content_similarity": 0.291, - "size_similarity": 0.2, + "left_pr_number": 45055, + "right_pr_number": 45067, + "similarity": 0.382, + "content_similarity": 0.305, + "size_similarity": 0.12, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -560,8 +560,8 @@ { "left_pr_number": 44123, "right_pr_number": 44189, - "similarity": 0.384, - "content_similarity": 0.318, + "similarity": 0.38, + "content_similarity": 0.313, "size_similarity": 0.073, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -576,8 +576,8 @@ { "left_pr_number": 43663, "right_pr_number": 45273, - "similarity": 0.373, - "content_similarity": 0.302, + "similarity": 0.37, + "content_similarity": 0.297, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -592,8 +592,8 @@ { "left_pr_number": 44660, "right_pr_number": 45273, - "similarity": 0.368, - "content_similarity": 0.24, + "similarity": 0.365, + "content_similarity": 0.235, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -608,8 +608,8 @@ { "left_pr_number": 43651, "right_pr_number": 45055, - "similarity": 0.367, - "content_similarity": 0.275, + "similarity": 0.364, + "content_similarity": 0.27, "size_similarity": 0.167, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -624,8 +624,8 @@ { "left_pr_number": 44123, "right_pr_number": 44257, - "similarity": 0.364, - "content_similarity": 0.282, + "similarity": 0.36, + "content_similarity": 0.277, "size_similarity": 0.109, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -640,8 +640,8 @@ { "left_pr_number": 43636, "right_pr_number": 45055, - "similarity": 0.358, - "content_similarity": 0.238, + "similarity": 0.356, + "content_similarity": 0.235, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -656,8 +656,8 @@ { "left_pr_number": 45067, "right_pr_number": 45273, - "similarity": 0.356, - "content_similarity": 0.277, + "similarity": 0.352, + "content_similarity": 0.272, "size_similarity": 0.08, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -672,8 +672,8 @@ { "left_pr_number": 44123, "right_pr_number": 45055, - "similarity": 0.351, - "content_similarity": 0.275, + "similarity": 0.347, + "content_similarity": 0.27, "size_similarity": 0.055, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -688,8 +688,8 @@ { "left_pr_number": 44257, "right_pr_number": 45273, - "similarity": 0.344, - "content_similarity": 0.206, + "similarity": 0.341, + "content_similarity": 0.202, "size_similarity": 0.333, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -704,8 +704,8 @@ { "left_pr_number": 43651, "right_pr_number": 45273, - "similarity": 0.338, - "content_similarity": 0.245, + "similarity": 0.335, + "content_similarity": 0.24, "size_similarity": 0.111, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -718,11 +718,11 @@ ] }, { - "left_pr_number": 44123, + "left_pr_number": 43636, "right_pr_number": 45273, - "similarity": 0.327, - "content_similarity": 0.245, - "size_similarity": 0.036, + "similarity": 0.324, + "content_similarity": 0.21, + "size_similarity": 0.182, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -734,11 +734,11 @@ ] }, { - "left_pr_number": 43636, + "left_pr_number": 44123, "right_pr_number": 45273, - "similarity": 0.326, - "content_similarity": 0.213, - "size_similarity": 0.182, + "similarity": 0.324, + "content_similarity": 0.241, + "size_similarity": 0.036, "breadth_similarity": 1.0, "concentration_similarity": 1.0, "shared_filenames": [ @@ -774,8 +774,8 @@ { "left_pr_number": 33686, "right_pr_number": 44550, - "similarity": 0.386, - "content_similarity": 0.123, + "similarity": 0.387, + "content_similarity": 0.124, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -881,7 +881,7 @@ "left_pr_number": 46106, "right_pr_number": 46243, "similarity": 0.343, - "content_similarity": 0.129, + "content_similarity": 0.13, "size_similarity": 0.682, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -895,7 +895,7 @@ { "left_pr_number": 33686, "right_pr_number": 46106, - "similarity": 0.34, + "similarity": 0.341, "content_similarity": 0.126, "size_similarity": 0.682, "breadth_similarity": 1.0, @@ -910,8 +910,8 @@ { "left_pr_number": 44407, "right_pr_number": 46106, - "similarity": 0.34, - "content_similarity": 0.132, + "similarity": 0.341, + "content_similarity": 0.133, "size_similarity": 0.652, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -974,7 +974,7 @@ { "left_pr_number": 45546, "right_pr_number": 45668, - "similarity": 0.804, + "similarity": 0.805, "content_similarity": 0.776, "size_similarity": 0.773, "breadth_similarity": 1.0, @@ -1018,7 +1018,7 @@ { "left_pr_number": 44070, "right_pr_number": 45546, - "similarity": 0.736, + "similarity": 0.737, "content_similarity": 0.756, "size_similarity": 0.404, "breadth_similarity": 1.0, @@ -1089,11 +1089,11 @@ 42975, 42976, 45077, - 46212 + 46264 ], - "representative_pr_number": 46212, + "representative_pr_number": 46264, "average_similarity": 0.572, - "summary": "4 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #46212.", + "summary": "4 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #46264.", "shared_filenames": [ ".github/workflows/build-ci-docker-images.yml", ".github/workflows/build-docker-images.yml", @@ -1111,10 +1111,10 @@ "pairwise": [ { "left_pr_number": 42975, - "right_pr_number": 46212, - "similarity": 0.746, + "right_pr_number": 46264, + "similarity": 0.747, "content_similarity": 0.741, - "size_similarity": 0.575, + "size_similarity": 0.579, "breadth_similarity": 0.912, "concentration_similarity": 1.0, "shared_filenames": [ @@ -1161,10 +1161,10 @@ }, { "left_pr_number": 42976, - "right_pr_number": 46212, - "similarity": 0.571, - "content_similarity": 0.622, - "size_similarity": 0.176, + "right_pr_number": 46264, + "similarity": 0.569, + "content_similarity": 0.621, + "size_similarity": 0.174, "breadth_similarity": 0.588, "concentration_similarity": 1.0, "shared_filenames": [ @@ -1183,10 +1183,10 @@ }, { "left_pr_number": 45077, - "right_pr_number": 46212, - "similarity": 0.54, + "right_pr_number": 46264, + "similarity": 0.541, "content_similarity": 0.499, - "size_similarity": 0.42, + "size_similarity": 0.423, "breadth_similarity": 0.775, "concentration_similarity": 1.0, "shared_filenames": [ @@ -1229,7 +1229,7 @@ { "left_pr_number": 42975, "right_pr_number": 42976, - "similarity": 0.412, + "similarity": 0.411, "content_similarity": 0.408, "size_similarity": 0.101, "breadth_similarity": 0.606, @@ -1259,7 +1259,7 @@ 46114 ], "representative_pr_number": 46100, - "average_similarity": 0.539, + "average_similarity": 0.54, "summary": "4 open PRs share weighted file overlap around `tests/models/vit/test_modeling_vit.py`; representative PR #46100.", "shared_filenames": [ "tests/models/vit/test_modeling_vit.py" @@ -1324,8 +1324,8 @@ { "left_pr_number": 43488, "right_pr_number": 43665, - "similarity": 0.381, - "content_similarity": 0.203, + "similarity": 0.383, + "content_similarity": 0.206, "size_similarity": 0.818, "breadth_similarity": 0.667, "concentration_similarity": 0.99, @@ -1341,8 +1341,8 @@ { "left_pr_number": 43488, "right_pr_number": 46100, - "similarity": 0.332, - "content_similarity": 0.31, + "similarity": 0.336, + "content_similarity": 0.315, "size_similarity": 0.364, "breadth_similarity": 0.333, "concentration_similarity": 0.545, @@ -1358,8 +1358,8 @@ { "left_pr_number": 43488, "right_pr_number": 46114, - "similarity": 0.332, - "content_similarity": 0.31, + "similarity": 0.336, + "content_similarity": 0.315, "size_similarity": 0.364, "breadth_similarity": 0.333, "concentration_similarity": 0.545, @@ -1413,7 +1413,7 @@ "left_pr_number": 41097, "right_pr_number": 43549, "similarity": 0.546, - "content_similarity": 0.438, + "content_similarity": 0.437, "size_similarity": 0.6, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1429,7 +1429,7 @@ "left_pr_number": 44547, "right_pr_number": 46013, "similarity": 0.508, - "content_similarity": 0.298, + "content_similarity": 0.297, "size_similarity": 1.0, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1461,7 +1461,7 @@ "left_pr_number": 43549, "right_pr_number": 44547, "similarity": 0.429, - "content_similarity": 0.342, + "content_similarity": 0.341, "size_similarity": 0.267, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1476,7 +1476,7 @@ { "left_pr_number": 41097, "right_pr_number": 44547, - "similarity": 0.393, + "similarity": 0.392, "content_similarity": 0.312, "size_similarity": 0.16, "breadth_similarity": 1.0, @@ -1537,8 +1537,8 @@ { "left_pr_number": 45635, "right_pr_number": 45996, - "similarity": 0.651, - "content_similarity": 0.598, + "similarity": 0.652, + "content_similarity": 0.599, "size_similarity": 0.714, "breadth_similarity": 0.875, "concentration_similarity": 0.758, @@ -1576,8 +1576,8 @@ { "left_pr_number": 45421, "right_pr_number": 45635, - "similarity": 0.469, - "content_similarity": 0.384, + "similarity": 0.466, + "content_similarity": 0.38, "size_similarity": 0.803, "breadth_similarity": 0.5, "concentration_similarity": 0.586, @@ -1594,8 +1594,8 @@ { "left_pr_number": 44974, "right_pr_number": 45421, - "similarity": 0.423, - "content_similarity": 0.304, + "similarity": 0.422, + "content_similarity": 0.302, "size_similarity": 0.735, "breadth_similarity": 0.667, "concentration_similarity": 0.657, @@ -1611,7 +1611,7 @@ { "left_pr_number": 45421, "right_pr_number": 45996, - "similarity": 0.322, + "similarity": 0.321, "content_similarity": 0.194, "size_similarity": 0.573, "breadth_similarity": 0.583, @@ -1627,6 +1627,137 @@ } ] }, + { + "cluster_id": "pr-scope-41606-4", + "pr_numbers": [ + 41606, + 44543, + 45422, + 46195 + ], + "representative_pr_number": 41606, + "average_similarity": 0.525, + "summary": "4 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.", + "shared_filenames": [ + "tests/test_processing_common.py", + "src/transformers/processing_utils.py" + ], + "shared_directories": [ + "src/transformers", + "tests", + "src" + ], + "pairwise": [ + { + "left_pr_number": 41606, + "right_pr_number": 44543, + "similarity": 0.676, + "content_similarity": 0.649, + "size_similarity": 0.583, + "breadth_similarity": 1.0, + "concentration_similarity": 0.683, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 41606, + "right_pr_number": 46195, + "similarity": 0.606, + "content_similarity": 0.483, + "size_similarity": 0.824, + "breadth_similarity": 1.0, + "concentration_similarity": 0.879, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 44543, + "right_pr_number": 46195, + "similarity": 0.501, + "content_similarity": 0.43, + "size_similarity": 0.48, + "breadth_similarity": 1.0, + "concentration_similarity": 0.561, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 41606, + "right_pr_number": 45422, + "similarity": 0.491, + "content_similarity": 0.41, + "size_similarity": 0.569, + "breadth_similarity": 0.75, + "concentration_similarity": 0.881, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 44543, + "right_pr_number": 45422, + "similarity": 0.477, + "content_similarity": 0.445, + "size_similarity": 0.331, + "breadth_similarity": 0.75, + "concentration_similarity": 0.802, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + }, + { + "left_pr_number": 45422, + "right_pr_number": 46195, + "similarity": 0.399, + "content_similarity": 0.261, + "size_similarity": 0.69, + "breadth_similarity": 0.75, + "concentration_similarity": 0.76, + "shared_filenames": [ + "src/transformers/processing_utils.py", + "tests/test_processing_common.py" + ], + "shared_directories": [ + "src/transformers", + "src", + "tests" + ] + } + ] + }, { "cluster_id": "pr-scope-34667-4", "pr_numbers": [ @@ -1636,7 +1767,7 @@ 45985 ], "representative_pr_number": 45985, - "average_similarity": 0.52, + "average_similarity": 0.522, "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.", "shared_filenames": [ "src/transformers/generation/utils.py" @@ -1651,7 +1782,7 @@ "left_pr_number": 34667, "right_pr_number": 45985, "similarity": 0.62, - "content_similarity": 0.514, + "content_similarity": 0.515, "size_similarity": 0.733, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1667,8 +1798,8 @@ { "left_pr_number": 39683, "right_pr_number": 45985, - "similarity": 0.609, - "content_similarity": 0.516, + "similarity": 0.614, + "content_similarity": 0.523, "size_similarity": 0.652, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1684,8 +1815,8 @@ { "left_pr_number": 34667, "right_pr_number": 39683, - "similarity": 0.546, - "content_similarity": 0.463, + "similarity": 0.551, + "content_similarity": 0.47, "size_similarity": 0.478, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1701,8 +1832,8 @@ { "left_pr_number": 44872, "right_pr_number": 45985, - "similarity": 0.467, - "content_similarity": 0.41, + "similarity": 0.468, + "content_similarity": 0.411, "size_similarity": 0.2, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1719,7 +1850,7 @@ "left_pr_number": 34667, "right_pr_number": 44872, "similarity": 0.449, - "content_similarity": 0.368, + "content_similarity": 0.369, "size_similarity": 0.273, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1735,8 +1866,8 @@ { "left_pr_number": 39683, "right_pr_number": 44872, - "similarity": 0.428, - "content_similarity": 0.37, + "similarity": 0.432, + "content_similarity": 0.375, "size_similarity": 0.13, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1760,7 +1891,7 @@ 45883 ], "representative_pr_number": 45438, - "average_similarity": 0.51, + "average_similarity": 0.497, "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.", "shared_filenames": [ "src/transformers/models/gemma4/modeling_gemma4.py", @@ -1783,8 +1914,8 @@ { "left_pr_number": 45294, "right_pr_number": 45438, - "similarity": 0.761, - "content_similarity": 0.784, + "similarity": 0.757, + "content_similarity": 0.778, "size_similarity": 0.42, "breadth_similarity": 1.0, "concentration_similarity": 0.989, @@ -1811,8 +1942,8 @@ { "left_pr_number": 45294, "right_pr_number": 45883, - "similarity": 0.565, - "content_similarity": 0.496, + "similarity": 0.549, + "content_similarity": 0.474, "size_similarity": 0.933, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -1830,8 +1961,8 @@ { "left_pr_number": 45438, "right_pr_number": 45883, - "similarity": 0.557, - "content_similarity": 0.599, + "similarity": 0.541, + "content_similarity": 0.576, "size_similarity": 0.392, "breadth_similarity": 0.325, "concentration_similarity": 0.92, @@ -1849,8 +1980,8 @@ { "left_pr_number": 45202, "right_pr_number": 45883, - "similarity": 0.444, - "content_similarity": 0.414, + "similarity": 0.428, + "content_similarity": 0.392, "size_similarity": 0.027, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -1868,8 +1999,8 @@ { "left_pr_number": 45202, "right_pr_number": 45438, - "similarity": 0.407, - "content_similarity": 0.467, + "similarity": 0.394, + "content_similarity": 0.448, "size_similarity": 0.01, "breadth_similarity": 0.325, "concentration_similarity": 0.92, @@ -1887,8 +2018,8 @@ { "left_pr_number": 45202, "right_pr_number": 45294, - "similarity": 0.327, - "content_similarity": 0.35, + "similarity": 0.312, + "content_similarity": 0.328, "size_similarity": 0.025, "breadth_similarity": 0.325, "concentration_similarity": 0.908, @@ -1906,132 +2037,118 @@ ] }, { - "cluster_id": "pr-scope-41606-4", + "cluster_id": "pr-scope-45548-4", "pr_numbers": [ - 41606, - 44543, - 45422, - 46195 + 45548, + 45649, + 45655, + 46239 ], - "representative_pr_number": 41606, - "average_similarity": 0.505, - "summary": "4 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.", + "representative_pr_number": 45649, + "average_similarity": 0.435, + "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", "shared_filenames": [ - "tests/test_processing_common.py", - "src/transformers/processing_utils.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", - "tests", "src" ], "pairwise": [ { - "left_pr_number": 41606, - "right_pr_number": 44543, - "similarity": 0.676, - "content_similarity": 0.649, - "size_similarity": 0.583, - "breadth_similarity": 1.0, - "concentration_similarity": 0.683, + "left_pr_number": 45548, + "right_pr_number": 45649, + "similarity": 0.507, + "content_similarity": 0.514, + "size_similarity": 0.149, + "breadth_similarity": 0.75, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", - "src", - "tests" + "src" ] }, { - "left_pr_number": 41606, - "right_pr_number": 46195, - "similarity": 0.531, - "content_similarity": 0.483, - "size_similarity": 0.304, + "left_pr_number": 45649, + "right_pr_number": 46239, + "similarity": 0.5, + "content_similarity": 0.316, + "size_similarity": 0.857, "breadth_similarity": 1.0, - "concentration_similarity": 0.94, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", - "src", - "tests" + "src" ] }, { - "left_pr_number": 41606, - "right_pr_number": 45422, - "similarity": 0.491, - "content_similarity": 0.41, - "size_similarity": 0.569, - "breadth_similarity": 0.75, - "concentration_similarity": 0.881, + "left_pr_number": 45649, + "right_pr_number": 45655, + "similarity": 0.498, + "content_similarity": 0.33, + "size_similarity": 0.778, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44543, - "right_pr_number": 45422, - "similarity": 0.476, - "content_similarity": 0.445, - "size_similarity": 0.331, - "breadth_similarity": 0.75, - "concentration_similarity": 0.802, + "left_pr_number": 45655, + "right_pr_number": 46239, + "similarity": 0.431, + "content_similarity": 0.259, + "size_similarity": 0.667, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", - "src", - "tests" + "src" ] }, { - "left_pr_number": 44543, - "right_pr_number": 46195, - "similarity": 0.474, - "content_similarity": 0.453, - "size_similarity": 0.177, - "breadth_similarity": 1.0, - "concentration_similarity": 0.622, + "left_pr_number": 45548, + "right_pr_number": 45655, + "similarity": 0.346, + "content_similarity": 0.275, + "size_similarity": 0.191, + "breadth_similarity": 0.75, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", - "src", - "tests" + "src" ] }, { - "left_pr_number": 45422, - "right_pr_number": 46195, - "similarity": 0.384, - "content_similarity": 0.268, - "size_similarity": 0.534, + "left_pr_number": 45548, + "right_pr_number": 46239, + "similarity": 0.328, + "content_similarity": 0.263, + "size_similarity": 0.128, "breadth_similarity": 0.75, - "concentration_similarity": 0.821, + "concentration_similarity": 1.0, "shared_filenames": [ - "src/transformers/processing_utils.py", - "tests/test_processing_common.py" + "src/transformers/modeling_utils.py" ], "shared_directories": [ "src/transformers", - "src", - "tests" + "src" ] } ] @@ -2041,12 +2158,12 @@ "pr_numbers": [ 44385, 44615, - 46152, - 46249 + 45060, + 46152 ], - "representative_pr_number": 44615, - "average_similarity": 0.48, - "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.", + "representative_pr_number": 46152, + "average_similarity": 0.401, + "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #46152.", "shared_filenames": [ "src/transformers/utils/import_utils.py" ], @@ -2059,8 +2176,8 @@ { "left_pr_number": 44615, "right_pr_number": 46152, - "similarity": 0.613, - "content_similarity": 0.537, + "similarity": 0.617, + "content_similarity": 0.542, "size_similarity": 0.583, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2074,47 +2191,13 @@ ] }, { - "left_pr_number": 44615, - "right_pr_number": 46249, - "similarity": 0.511, - "content_similarity": 0.455, - "size_similarity": 0.286, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/utils/import_utils.py" - ], - "shared_directories": [ - "src/transformers/utils", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 46152, - "right_pr_number": 46249, - "similarity": 0.504, - "content_similarity": 0.471, - "size_similarity": 0.167, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/utils/import_utils.py" - ], - "shared_directories": [ - "src/transformers/utils", - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44385, - "right_pr_number": 46249, - "similarity": 0.464, - "content_similarity": 0.331, - "size_similarity": 0.769, - "breadth_similarity": 0.667, - "concentration_similarity": 1.0, + "left_pr_number": 45060, + "right_pr_number": 46152, + "similarity": 0.436, + "content_similarity": 0.341, + "size_similarity": 0.95, + "breadth_similarity": 0.333, + "concentration_similarity": 0.421, "shared_filenames": [ "src/transformers/utils/import_utils.py" ], @@ -2127,8 +2210,8 @@ { "left_pr_number": 44385, "right_pr_number": 44615, - "similarity": 0.403, - "content_similarity": 0.329, + "similarity": 0.407, + "content_similarity": 0.335, "size_similarity": 0.371, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -2144,8 +2227,8 @@ { "left_pr_number": 44385, "right_pr_number": 46152, - "similarity": 0.387, - "content_similarity": 0.34, + "similarity": 0.391, + "content_similarity": 0.346, "size_similarity": 0.217, "breadth_similarity": 0.667, "concentration_similarity": 1.0, @@ -2157,120 +2240,37 @@ "src/transformers", "src" ] - } - ] - }, - { - "cluster_id": "pr-scope-45548-4", - "pr_numbers": [ - 45548, - 45649, - 45655, - 46239 - ], - "representative_pr_number": 45649, - "average_similarity": 0.435, - "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.", - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45649, - "right_pr_number": 46239, - "similarity": 0.503, - "content_similarity": 0.32, - "size_similarity": 0.857, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45548, - "right_pr_number": 45649, - "similarity": 0.5, - "content_similarity": 0.504, - "size_similarity": 0.149, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] }, { - "left_pr_number": 45649, - "right_pr_number": 45655, - "similarity": 0.497, - "content_similarity": 0.329, - "size_similarity": 0.778, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45655, - "right_pr_number": 46239, - "similarity": 0.434, - "content_similarity": 0.263, - "size_similarity": 0.667, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/modeling_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 45548, - "right_pr_number": 45655, - "similarity": 0.345, - "content_similarity": 0.273, - "size_similarity": 0.191, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, + "left_pr_number": 44615, + "right_pr_number": 45060, + "similarity": 0.312, + "content_similarity": 0.236, + "size_similarity": 0.614, + "breadth_similarity": 0.333, + "concentration_similarity": 0.421, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ + "src/transformers/utils", "src/transformers", "src" ] }, { - "left_pr_number": 45548, - "right_pr_number": 46239, - "similarity": 0.33, - "content_similarity": 0.265, - "size_similarity": 0.128, - "breadth_similarity": 0.75, - "concentration_similarity": 1.0, + "left_pr_number": 44385, + "right_pr_number": 45060, + "similarity": 0.243, + "content_similarity": 0.173, + "size_similarity": 0.228, + "breadth_similarity": 0.667, + "concentration_similarity": 0.421, "shared_filenames": [ - "src/transformers/modeling_utils.py" + "src/transformers/utils/import_utils.py" ], "shared_directories": [ + "src/transformers/utils", "src/transformers", "src" ] @@ -2357,120 +2357,6 @@ } ] }, - { - "cluster_id": "pr-scope-46023-3", - "pr_numbers": [ - 46023, - 46259, - 46260 - ], - "representative_pr_number": 46259, - "average_similarity": 0.658, - "summary": "3 open PRs share weighted file overlap around `docs/source/en/modeling_rules.md`, `utils/rules.toml`, `src/transformers/dependency_versions_table.py`; representative PR #46259.", - "shared_filenames": [ - "docs/source/en/modeling_rules.md", - "utils/rules.toml", - "src/transformers/dependency_versions_table.py", - "setup.py", - "src/transformers/models/autoformer/modeling_autoformer.py", - "src/transformers/models/colmodernvbert/modeling_colmodernvbert.py", - "src/transformers/models/dinov2/modeling_dinov2.py", - "src/transformers/models/fastspeech2_conformer/modeling_fastspeech2_conformer.py" - ], - "shared_directories": [ - "docs/source/en", - "src/transformers/models", - "docs/source", - "src/transformers", - "utils", - "docs", - "src", - "src/transformers/models/autoformer" - ], - "pairwise": [ - { - "left_pr_number": 46023, - "right_pr_number": 46259, - "similarity": 0.895, - "content_similarity": 0.913, - "size_similarity": 0.918, - "breadth_similarity": 0.709, - "concentration_similarity": 0.947, - "shared_filenames": [ - "docs/source/en/modeling_rules.md", - "setup.py", - "src/transformers/dependency_versions_table.py", - "src/transformers/models/albert/modeling_albert.py", - "src/transformers/models/align/modeling_align.py", - "src/transformers/models/autoformer/modeling_autoformer.py", - "src/transformers/models/bit/modeling_bit.py", - "src/transformers/models/bridgetower/modeling_bridgetower.py", - "src/transformers/models/clap/modeling_clap.py", - "src/transformers/models/clip/modeling_clip.py" - ], - "shared_directories": [ - "src/transformers/models/albert", - "src/transformers/models/align", - "src/transformers/models/autoformer", - "src/transformers/models/bit", - "src/transformers/models/bridgetower", - "src/transformers/models/clap", - "src/transformers/models/clip", - "src/transformers/models/clvp", - "src/transformers/models/colmodernvbert", - "src/transformers/models/colpali" - ] - }, - { - "left_pr_number": 46259, - "right_pr_number": 46260, - "similarity": 0.565, - "content_similarity": 0.576, - "size_similarity": 0.569, - "breadth_similarity": 0.36, - "concentration_similarity": 0.8, - "shared_filenames": [ - "docs/source/en/modeling_rules.md", - "setup.py", - "src/transformers/dependency_versions_table.py", - "utils/rules.toml" - ], - "shared_directories": [ - "docs/source/en", - "src/transformers/models", - "docs/source", - "src/transformers", - "docs", - "src", - "utils" - ] - }, - { - "left_pr_number": 46023, - "right_pr_number": 46260, - "similarity": 0.515, - "content_similarity": 0.527, - "size_similarity": 0.522, - "breadth_similarity": 0.254, - "concentration_similarity": 0.854, - "shared_filenames": [ - "docs/source/en/modeling_rules.md", - "setup.py", - "src/transformers/dependency_versions_table.py", - "utils/rules.toml" - ], - "shared_directories": [ - "docs/source/en", - "src/transformers/models", - "docs/source", - "src/transformers", - "docs", - "src", - "utils" - ] - } - ] - }, { "cluster_id": "pr-scope-42668-3", "pr_numbers": [ @@ -2523,102 +2409,34 @@ "concentration_similarity": 0.952, "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": 42668, - "right_pr_number": 46161, - "similarity": 0.571, - "content_similarity": 0.664, - "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" - ], - "shared_directories": [ - "tests/models/auto", - "src/transformers", - "tests/models", - "src", - "tests" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44893-3", - "pr_numbers": [ - 44893, - 46173, - 46235 - ], - "representative_pr_number": 44893, - "average_similarity": 0.591, - "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.", - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 44893, - "right_pr_number": 46173, - "similarity": 0.736, - "content_similarity": 0.79, - "size_similarity": 0.222, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/cache_utils.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44893, - "right_pr_number": 46235, - "similarity": 0.523, - "content_similarity": 0.473, - "size_similarity": 0.278, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/cache_utils.py" + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] }, { - "left_pr_number": 46173, - "right_pr_number": 46235, - "similarity": 0.514, - "content_similarity": 0.349, - "size_similarity": 0.8, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, + "left_pr_number": 42668, + "right_pr_number": 46161, + "similarity": 0.571, + "content_similarity": 0.664, + "size_similarity": 0.253, + "breadth_similarity": 0.216, + "concentration_similarity": 0.937, "shared_filenames": [ - "src/transformers/cache_utils.py" + "src/transformers/processing_utils.py", + "tests/models/auto/test_processor_auto.py" ], "shared_directories": [ + "tests/models/auto", "src/transformers", - "src" + "tests/models", + "src", + "tests" ] } ] @@ -2631,7 +2449,7 @@ 44676 ], "representative_pr_number": 44059, - "average_similarity": 0.562, + "average_similarity": 0.567, "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.", "shared_filenames": [ "src/transformers/models/gpt2/modeling_gpt2.py" @@ -2646,8 +2464,8 @@ { "left_pr_number": 44059, "right_pr_number": 44676, - "similarity": 0.673, - "content_similarity": 0.734, + "similarity": 0.678, + "content_similarity": 0.741, "size_similarity": 0.062, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2664,8 +2482,8 @@ { "left_pr_number": 44015, "right_pr_number": 44059, - "similarity": 0.607, - "content_similarity": 0.669, + "similarity": 0.611, + "content_similarity": 0.674, "size_similarity": 0.543, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -2682,8 +2500,8 @@ { "left_pr_number": 44015, "right_pr_number": 44676, - "similarity": 0.406, - "content_similarity": 0.49, + "similarity": 0.412, + "content_similarity": 0.499, "size_similarity": 0.034, "breadth_similarity": 0.333, "concentration_similarity": 0.488, @@ -2724,8 +2542,8 @@ { "left_pr_number": 44007, "right_pr_number": 44019, - "similarity": 0.698, - "content_similarity": 0.709, + "similarity": 0.697, + "content_similarity": 0.708, "size_similarity": 0.94, "breadth_similarity": 0.333, "concentration_similarity": 0.548, @@ -2742,8 +2560,8 @@ { "left_pr_number": 43997, "right_pr_number": 44007, - "similarity": 0.615, - "content_similarity": 0.647, + "similarity": 0.614, + "content_similarity": 0.645, "size_similarity": 0.679, "breadth_similarity": 0.333, "concentration_similarity": 0.548, @@ -2760,8 +2578,8 @@ { "left_pr_number": 43997, "right_pr_number": 44019, - "similarity": 0.275, - "content_similarity": 0.024, + "similarity": 0.276, + "content_similarity": 0.025, "size_similarity": 0.722, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2782,7 +2600,7 @@ 44682 ], "representative_pr_number": 43656, - "average_similarity": 0.474, + "average_similarity": 0.481, "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.", "shared_filenames": [ "src/transformers/cli/serve.py" @@ -2796,8 +2614,8 @@ { "left_pr_number": 43656, "right_pr_number": 43842, - "similarity": 0.575, - "content_similarity": 0.56, + "similarity": 0.585, + "content_similarity": 0.574, "size_similarity": 0.222, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -2813,8 +2631,8 @@ { "left_pr_number": 43656, "right_pr_number": 44682, - "similarity": 0.439, - "content_similarity": 0.489, + "similarity": 0.446, + "content_similarity": 0.498, "size_similarity": 0.048, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -2830,8 +2648,8 @@ { "left_pr_number": 43842, "right_pr_number": 44682, - "similarity": 0.406, - "content_similarity": 0.449, + "similarity": 0.412, + "content_similarity": 0.458, "size_similarity": 0.011, "breadth_similarity": 0.5, "concentration_similarity": 0.802, @@ -2846,6 +2664,200 @@ } ] }, + { + "cluster_id": "pr-scope-45293-3", + "pr_numbers": [ + 45293, + 45317, + 46091 + ], + "representative_pr_number": 45293, + "average_similarity": 0.472, + "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45293.", + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py", + "src/transformers/models/auto/tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "tests/models", + "src/transformers", + "tests", + "src", + "src/transformers/models/auto", + "src/transformers/models" + ], + "pairwise": [ + { + "left_pr_number": 45293, + "right_pr_number": 46091, + "similarity": 0.505, + "content_similarity": 0.512, + "size_similarity": 0.204, + "breadth_similarity": 0.667, + "concentration_similarity": 0.985, + "shared_filenames": [ + "src/transformers/models/auto/tokenization_auto.py", + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "src/transformers/models/auto", + "src/transformers/models", + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + }, + { + "left_pr_number": 45293, + "right_pr_number": 45317, + "similarity": 0.491, + "content_similarity": 0.33, + "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": 46091, + "similarity": 0.419, + "content_similarity": 0.376, + "size_similarity": 0.276, + "breadth_similarity": 0.667, + "concentration_similarity": 0.957, + "shared_filenames": [ + "tests/models/auto/test_tokenization_auto.py" + ], + "shared_directories": [ + "tests/models/auto", + "src/transformers", + "tests/models", + "src", + "tests" + ] + } + ] + }, + { + "cluster_id": "pr-scope-46023-3", + "pr_numbers": [ + 46023, + 46259, + 46260 + ], + "representative_pr_number": 46023, + "average_similarity": 0.435, + "summary": "3 open PRs share weighted file overlap around `docs/source/en/modeling_rules.md`, `utils/rules.toml`, `src/transformers/dependency_versions_table.py`; representative PR #46023.", + "shared_filenames": [ + "docs/source/en/modeling_rules.md", + "utils/rules.toml", + "src/transformers/dependency_versions_table.py", + "setup.py", + "src/transformers/models/kosmos2_5/modeling_kosmos2_5.py", + "src/transformers/models/gemma4/modular_gemma4.py" + ], + "shared_directories": [ + "docs/source/en", + "src/transformers/models", + "docs/source", + "src/transformers", + "utils", + "docs", + "src", + "src/transformers/models/kosmos2_5" + ], + "pairwise": [ + { + "left_pr_number": 46023, + "right_pr_number": 46260, + "similarity": 0.563, + "content_similarity": 0.521, + "size_similarity": 0.662, + "breadth_similarity": 0.563, + "concentration_similarity": 0.848, + "shared_filenames": [ + "docs/source/en/modeling_rules.md", + "setup.py", + "src/transformers/dependency_versions_table.py", + "utils/rules.toml" + ], + "shared_directories": [ + "docs/source/en", + "src/transformers/models", + "docs/source", + "src/transformers", + "docs", + "src", + "utils" + ] + }, + { + "left_pr_number": 46023, + "right_pr_number": 46259, + "similarity": 0.387, + "content_similarity": 0.3, + "size_similarity": 0.77, + "breadth_similarity": 0.152, + "concentration_similarity": 0.931, + "shared_filenames": [ + "docs/source/en/modeling_rules.md", + "setup.py", + "src/transformers/dependency_versions_table.py", + "src/transformers/models/gemma4/modular_gemma4.py", + "src/transformers/models/kosmos2_5/modeling_kosmos2_5.py", + "utils/rules.toml" + ], + "shared_directories": [ + "src/transformers/models/gemma4", + "src/transformers/models/kosmos2_5", + "src/transformers/models/mask2former", + "src/transformers/models/maskformer", + "src/transformers/models/mllama", + "src/transformers/models/oneformer", + "src/transformers/models/phi4_multimodal", + "docs/source/en", + "src/transformers/models", + "docs/source" + ] + }, + { + "left_pr_number": 46259, + "right_pr_number": 46260, + "similarity": 0.356, + "content_similarity": 0.332, + "size_similarity": 0.51, + "breadth_similarity": 0.086, + "concentration_similarity": 0.779, + "shared_filenames": [ + "docs/source/en/modeling_rules.md", + "setup.py", + "src/transformers/dependency_versions_table.py", + "utils/rules.toml" + ], + "shared_directories": [ + "docs/source/en", + "src/transformers/models", + "docs/source", + "src/transformers", + "docs", + "src", + "utils" + ] + } + ] + }, { "cluster_id": "pr-scope-44907-3", "pr_numbers": [ @@ -2854,34 +2866,34 @@ 45827 ], "representative_pr_number": 45783, - "average_similarity": 0.426, - "summary": "3 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm4v/modular_glm4v.py`; representative PR #45783.", + "average_similarity": 0.425, + "summary": "3 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #45783.", "shared_filenames": [ "src/transformers/models/glm46v/modeling_glm46v.py", "src/transformers/models/glm4v/modeling_glm4v.py", - "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/glm_ocr/modeling_glm_ocr.py", "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py", + "src/transformers/models/glm4v/modular_glm4v.py", "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py" ], "shared_directories": [ - "src/transformers/models/glm_ocr", "src/transformers/models/glm46v", + "src/transformers/models/glm_ocr", "src/transformers/models/glm4v", "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen3_vl", "src/transformers/models/glm4v_moe", "src/transformers/models/paddleocr_vl", - "src/transformers/models/qwen2_5_vl", - "src/transformers/models/qwen3_5_moe" + "src/transformers/models/qwen2_5_vl" ], "pairwise": [ { "left_pr_number": 44907, "right_pr_number": 45783, "similarity": 0.485, - "content_similarity": 0.487, + "content_similarity": 0.486, "size_similarity": 0.078, "breadth_similarity": 0.836, "concentration_similarity": 0.986, @@ -2913,8 +2925,8 @@ { "left_pr_number": 45783, "right_pr_number": 45827, - "similarity": 0.43, - "content_similarity": 0.471, + "similarity": 0.429, + "content_similarity": 0.468, "size_similarity": 0.168, "breadth_similarity": 0.293, "concentration_similarity": 0.928, @@ -2946,8 +2958,8 @@ { "left_pr_number": 44907, "right_pr_number": 45827, - "similarity": 0.363, - "content_similarity": 0.303, + "similarity": 0.361, + "content_similarity": 0.301, "size_similarity": 0.462, "breadth_similarity": 0.354, "concentration_similarity": 0.914, @@ -2955,93 +2967,25 @@ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py", "src/transformers/models/glm46v/modeling_glm46v.py", "src/transformers/models/glm4v/modeling_glm4v.py", - "src/transformers/models/glm4v/modular_glm4v.py", - "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", - "src/transformers/models/glm_ocr/modeling_glm_ocr.py", - "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", - "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", - "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py", - "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py" - ], - "shared_directories": [ - "src/transformers/models/ernie4_5_vl_moe", - "src/transformers/models/glm46v", - "src/transformers/models/glm4v", - "src/transformers/models/glm4v_moe", - "src/transformers/models/glm_ocr", - "src/transformers/models/paddleocr_vl", - "src/transformers/models/qwen2_5_omni", - "src/transformers/models/qwen2_5_vl", - "src/transformers/models/qwen2_vl", - "src/transformers/models/qwen3_5" - ] - } - ] - }, - { - "cluster_id": "pr-scope-44606-3", - "pr_numbers": [ - 44606, - 45086, - 45317 - ], - "representative_pr_number": 45086, - "average_similarity": 0.421, - "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #45086.", - "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45086, - "right_pr_number": 45317, - "similarity": 0.485, - "content_similarity": 0.518, - "size_similarity": 0.222, - "breadth_similarity": 0.5, - "concentration_similarity": 0.778, - "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44606, - "right_pr_number": 45086, - "similarity": 0.417, - "content_similarity": 0.334, - "size_similarity": 0.222, - "breadth_similarity": 1.0, - "concentration_similarity": 1.0, - "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" - ], - "shared_directories": [ - "src/transformers", - "src" - ] - }, - { - "left_pr_number": 44606, - "right_pr_number": 45317, - "similarity": 0.36, - "content_similarity": 0.173, - "size_similarity": 1.0, - "breadth_similarity": 0.5, - "concentration_similarity": 0.778, - "shared_filenames": [ - "src/transformers/tokenization_utils_tokenizers.py" + "src/transformers/models/glm4v/modular_glm4v.py", + "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py", + "src/transformers/models/glm_ocr/modeling_glm_ocr.py", + "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py", + "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py", + "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py", + "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py" ], "shared_directories": [ - "src/transformers", - "src" + "src/transformers/models/ernie4_5_vl_moe", + "src/transformers/models/glm46v", + "src/transformers/models/glm4v", + "src/transformers/models/glm4v_moe", + "src/transformers/models/glm_ocr", + "src/transformers/models/paddleocr_vl", + "src/transformers/models/qwen2_5_omni", + "src/transformers/models/qwen2_5_vl", + "src/transformers/models/qwen2_vl", + "src/transformers/models/qwen3_5" ] } ] @@ -3054,7 +2998,7 @@ 46211 ], "representative_pr_number": 45742, - "average_similarity": 0.417, + "average_similarity": 0.418, "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", @@ -3074,8 +3018,8 @@ { "left_pr_number": 45742, "right_pr_number": 46211, - "similarity": 0.548, - "content_similarity": 0.48, + "similarity": 0.56, + "content_similarity": 0.497, "size_similarity": 0.963, "breadth_similarity": 0.25, "concentration_similarity": 0.852, @@ -3096,8 +3040,8 @@ { "left_pr_number": 45709, "right_pr_number": 45742, - "similarity": 0.51, - "content_similarity": 0.39, + "similarity": 0.5, + "content_similarity": 0.376, "size_similarity": 0.782, "breadth_similarity": 0.833, "concentration_similarity": 0.72, @@ -3115,7 +3059,7 @@ "left_pr_number": 45709, "right_pr_number": 46211, "similarity": 0.195, - "content_similarity": 0.047, + "content_similarity": 0.048, "size_similarity": 0.753, "breadth_similarity": 0.2, "concentration_similarity": 0.571, @@ -3152,8 +3096,8 @@ { "left_pr_number": 44889, "right_pr_number": 44981, - "similarity": 0.403, - "content_similarity": 0.163, + "similarity": 0.402, + "content_similarity": 0.161, "size_similarity": 0.991, "breadth_similarity": 1.0, "concentration_similarity": 0.812, @@ -3282,7 +3226,7 @@ "left_pr_number": 41116, "right_pr_number": 45613, "similarity": 0.953, - "content_similarity": 0.986, + "content_similarity": 0.985, "size_similarity": 0.897, "breadth_similarity": 0.792, "concentration_similarity": 0.983, @@ -3414,6 +3358,71 @@ } ] }, + { + "cluster_id": "pr-scope-45847-2", + "pr_numbers": [ + 45847, + 46267 + ], + "representative_pr_number": 45847, + "average_similarity": 0.868, + "summary": "2 open PRs share weighted file overlap around `docs/source/en/chat_response_parsing.md`, `src/transformers/cli/serving/utils.py`, `src/transformers/models/gemma4/convert_gemma4_weights.py`; representative PR #45847.", + "shared_filenames": [ + "docs/source/en/chat_response_parsing.md", + "src/transformers/cli/serving/utils.py", + "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" + ], + "shared_directories": [ + "src/transformers/utils/chat_parsing", + "src/transformers/cli/serving", + "src/transformers/models/gemma4", + "src/transformers/cli", + "src/transformers/pipelines", + "src/transformers/utils", + "docs/source/en", + "src/transformers/models" + ], + "pairwise": [ + { + "left_pr_number": 45847, + "right_pr_number": 46267, + "similarity": 0.868, + "content_similarity": 0.885, + "size_similarity": 0.747, + "breadth_similarity": 0.921, + "concentration_similarity": 0.891, + "shared_filenames": [ + "docs/source/en/chat_response_parsing.md", + "setup.py", + "src/transformers/cli/serving/utils.py", + "src/transformers/dependency_versions_table.py", + "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/processing_utils.py", + "src/transformers/tokenization_utils_base.py" + ], + "shared_directories": [ + "src/transformers/cli/serving", + "src/transformers/models/gemma4", + "src/transformers/utils/chat_parsing", + "docs/source/en", + "src/transformers/cli", + "src/transformers/models", + "src/transformers/pipelines", + "src/transformers/utils", + "docs/source", + "src/transformers" + ] + } + ] + }, { "cluster_id": "pr-scope-43543-2", "pr_numbers": [ @@ -3422,21 +3431,21 @@ ], "representative_pr_number": 43543, "average_similarity": 0.82, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/jamba/modeling_jamba.py`; representative PR #43543.", + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`; representative PR #43543.", "shared_filenames": [ + "src/transformers/models/jetmoe/modeling_jetmoe.py", "src/transformers/models/dbrx/modeling_dbrx.py", "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py", "src/transformers/models/jamba/modeling_jamba.py", - "src/transformers/models/jetmoe/modeling_jetmoe.py", "src/transformers/models/minimax_m2/modeling_minimax_m2.py", "src/transformers/models/phimoe/modeling_phimoe.py", "src/transformers/models/flex_olmo/modeling_flex_olmo.py", "src/transformers/models/mixtral/modeling_mixtral.py" ], "shared_directories": [ + "src/transformers/models/jetmoe", "src/transformers/models/dbrx", "src/transformers/models/ernie4_5_moe", - "src/transformers/models/jetmoe", "src/transformers/models/phimoe", "src/transformers/models/flex_olmo", "src/transformers/models/jamba", @@ -3527,7 +3536,7 @@ 45607 ], "representative_pr_number": 45606, - "average_similarity": 0.763, + "average_similarity": 0.766, "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" @@ -3541,8 +3550,8 @@ { "left_pr_number": 45606, "right_pr_number": 45607, - "similarity": 0.763, - "content_similarity": 0.809, + "similarity": 0.766, + "content_similarity": 0.813, "size_similarity": 0.778, "breadth_similarity": 0.417, "concentration_similarity": 0.778, @@ -3557,6 +3566,41 @@ } ] }, + { + "cluster_id": "pr-scope-44893-2", + "pr_numbers": [ + 44893, + 46173 + ], + "representative_pr_number": 44893, + "average_similarity": 0.738, + "summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.", + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 44893, + "right_pr_number": 46173, + "similarity": 0.738, + "content_similarity": 0.792, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/cache_utils.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-44794-2", "pr_numbers": [ @@ -3564,7 +3608,7 @@ 45977 ], "representative_pr_number": 44794, - "average_similarity": 0.727, + "average_similarity": 0.725, "summary": "2 open PRs share weighted file overlap around `docs/source/en/gguf.md`, `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`; representative PR #44794.", "shared_filenames": [ "docs/source/en/gguf.md", @@ -3590,8 +3634,8 @@ { "left_pr_number": 44794, "right_pr_number": 45977, - "similarity": 0.727, - "content_similarity": 0.74, + "similarity": 0.725, + "content_similarity": 0.739, "size_similarity": 0.608, "breadth_similarity": 0.757, "concentration_similarity": 0.83, @@ -3627,7 +3671,7 @@ 45523 ], "representative_pr_number": 41901, - "average_similarity": 0.719, + "average_similarity": 0.718, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.", "shared_filenames": [ "src/transformers/integrations/executorch.py" @@ -3641,7 +3685,7 @@ { "left_pr_number": 41901, "right_pr_number": 45523, - "similarity": 0.719, + "similarity": 0.718, "content_similarity": 0.778, "size_similarity": 0.158, "breadth_similarity": 1.0, @@ -3664,7 +3708,7 @@ 45480 ], "representative_pr_number": 43747, - "average_similarity": 0.681, + "average_similarity": 0.682, "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.", "shared_filenames": [ "tests/quantization/compressed_tensors_integration/test_compressed_models.py" @@ -3678,7 +3722,7 @@ { "left_pr_number": 43747, "right_pr_number": 45480, - "similarity": 0.681, + "similarity": 0.682, "content_similarity": 0.635, "size_similarity": 0.664, "breadth_similarity": 1.0, @@ -3736,7 +3780,7 @@ 43816 ], "representative_pr_number": 43779, - "average_similarity": 0.668, + "average_similarity": 0.667, "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.", "shared_filenames": [ "src/transformers/integrations/integration_utils.py" @@ -3750,7 +3794,7 @@ { "left_pr_number": 43779, "right_pr_number": 43816, - "similarity": 0.668, + "similarity": 0.667, "content_similarity": 0.686, "size_similarity": 0.25, "breadth_similarity": 1.0, @@ -3791,7 +3835,7 @@ "left_pr_number": 45682, "right_pr_number": 46145, "similarity": 0.63, - "content_similarity": 0.601, + "content_similarity": 0.6, "size_similarity": 0.404, "breadth_similarity": 1.0, "concentration_similarity": 0.981, @@ -3809,47 +3853,6 @@ } ] }, - { - "cluster_id": "pr-scope-45974-2", - "pr_numbers": [ - 45974, - 45975 - ], - "representative_pr_number": 45974, - "average_similarity": 0.614, - "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45974.", - "shared_filenames": [ - "src/transformers/cli/serving/model_manager.py", - "src/transformers/cli/serve.py" - ], - "shared_directories": [ - "src/transformers/cli/serving", - "src/transformers/cli", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 45974, - "right_pr_number": 45975, - "similarity": 0.614, - "content_similarity": 0.568, - "size_similarity": 0.451, - "breadth_similarity": 1.0, - "concentration_similarity": 0.975, - "shared_filenames": [ - "src/transformers/cli/serve.py", - "src/transformers/cli/serving/model_manager.py" - ], - "shared_directories": [ - "src/transformers/cli/serving", - "src/transformers/cli", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-45932-2", "pr_numbers": [ @@ -3857,34 +3860,34 @@ 46174 ], "representative_pr_number": 45932, - "average_similarity": 0.593, + "average_similarity": 0.595, "summary": "2 open PRs share weighted file overlap around `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`; representative PR #45932.", "shared_filenames": [ "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/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/pp_doclayout_v3/modeling_pp_doclayout_v3.py", - "src/transformers/models/rt_detr/modeling_rt_detr.py", - "src/transformers/models/rt_detr_v2/modeling_rt_detr_v2.py" + "src/transformers/models/rt_detr/modeling_rt_detr.py" ], "shared_directories": [ "src/transformers/models/vit_mae", "src/transformers/models/aimv2", "src/transformers/models/deimv2", "src/transformers/models/pp_doclayout_v2", + "src/transformers/models/d_fine", "src/transformers/models/pp_doclayout_v3", "src/transformers/models/rt_detr_v2", - "src/transformers/models/d_fine", "src/transformers/models/rt_detr" ], "pairwise": [ { "left_pr_number": 45932, "right_pr_number": 46174, - "similarity": 0.593, - "content_similarity": 0.632, + "similarity": 0.595, + "content_similarity": 0.635, "size_similarity": 0.248, "breadth_similarity": 0.679, "concentration_similarity": 0.916, @@ -3914,6 +3917,45 @@ } ] }, + { + "cluster_id": "pr-scope-45134-2", + "pr_numbers": [ + 45134, + 46253 + ], + "representative_pr_number": 45134, + "average_similarity": 0.563, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/parakeet/feature_extraction_parakeet.py`; representative PR #45134.", + "shared_filenames": [ + "src/transformers/models/parakeet/feature_extraction_parakeet.py" + ], + "shared_directories": [ + "src/transformers/models/parakeet", + "src/transformers/models", + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 45134, + "right_pr_number": 46253, + "similarity": 0.563, + "content_similarity": 0.535, + "size_similarity": 0.701, + "breadth_similarity": 0.5, + "concentration_similarity": 0.66, + "shared_filenames": [ + "src/transformers/models/parakeet/feature_extraction_parakeet.py" + ], + "shared_directories": [ + "src/transformers/models/parakeet", + "src/transformers/models", + "src/transformers", + "src" + ] + } + ] + }, { "cluster_id": "pr-scope-44101-2", "pr_numbers": [ @@ -3937,7 +3979,7 @@ "left_pr_number": 44101, "right_pr_number": 44116, "similarity": 0.554, - "content_similarity": 0.615, + "content_similarity": 0.616, "size_similarity": 0.319, "breadth_similarity": 0.5, "concentration_similarity": 0.507, @@ -3960,7 +4002,7 @@ 46207 ], "representative_pr_number": 44940, - "average_similarity": 0.544, + "average_similarity": 0.541, "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.", "shared_filenames": [ "tests/utils/test_modeling_utils.py", @@ -3976,8 +4018,8 @@ { "left_pr_number": 44940, "right_pr_number": 46207, - "similarity": 0.544, - "content_similarity": 0.457, + "similarity": 0.541, + "content_similarity": 0.451, "size_similarity": 0.662, "breadth_similarity": 0.833, "concentration_similarity": 0.839, @@ -4001,7 +4043,7 @@ 46177 ], "representative_pr_number": 45541, - "average_similarity": 0.526, + "average_similarity": 0.524, "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.", "shared_filenames": [ "src/transformers/tokenization_utils_base.py" @@ -4014,8 +4056,8 @@ { "left_pr_number": 45541, "right_pr_number": 46177, - "similarity": 0.526, - "content_similarity": 0.426, + "similarity": 0.524, + "content_similarity": 0.423, "size_similarity": 0.519, "breadth_similarity": 1.0, "concentration_similarity": 1.0, @@ -4036,17 +4078,17 @@ 45720 ], "representative_pr_number": 44114, - "average_similarity": 0.516, - "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/unispeech/modeling_unispeech.py`; representative PR #44114.", + "average_similarity": 0.508, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/sew_d/modeling_sew_d.py`; representative PR #44114.", "shared_filenames": [ "src/transformers/models/data2vec/modeling_data2vec_audio.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/wavlm/modeling_wavlm.py", - "src/transformers/models/sew/modeling_sew.py" + "src/transformers/models/wavlm/modeling_wavlm.py" ], "shared_directories": [ "src/transformers/models/unispeech", @@ -4054,16 +4096,16 @@ "src/transformers/models/wav2vec2", "src/transformers/models/wav2vec2_conformer", "src/transformers/models/wavlm", + "src/transformers/models/data2vec", "src/transformers/models/hubert", - "src/transformers/models/wav2vec2_bert", - "src/transformers/models/data2vec" + "src/transformers/models/sew_d" ], "pairwise": [ { "left_pr_number": 44114, "right_pr_number": 45720, - "similarity": 0.516, - "content_similarity": 0.444, + "similarity": 0.508, + "content_similarity": 0.433, "size_similarity": 0.549, "breadth_similarity": 0.727, "concentration_similarity": 0.999, @@ -4101,7 +4143,7 @@ 43649 ], "representative_pr_number": 43532, - "average_similarity": 0.508, + "average_similarity": 0.507, "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", @@ -4121,8 +4163,8 @@ { "left_pr_number": 43532, "right_pr_number": 43649, - "similarity": 0.508, - "content_similarity": 0.452, + "similarity": 0.507, + "content_similarity": 0.451, "size_similarity": 0.395, "breadth_similarity": 0.875, "concentration_similarity": 0.893, @@ -4143,43 +4185,6 @@ } ] }, - { - "cluster_id": "pr-scope-41458-2", - "pr_numbers": [ - 41458, - 46255 - ], - "representative_pr_number": 41458, - "average_similarity": 0.503, - "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/hub_kernels.py`; representative PR #41458.", - "shared_filenames": [ - "src/transformers/integrations/hub_kernels.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ], - "pairwise": [ - { - "left_pr_number": 41458, - "right_pr_number": 46255, - "similarity": 0.503, - "content_similarity": 0.445, - "size_similarity": 0.667, - "breadth_similarity": 0.45, - "concentration_similarity": 0.933, - "shared_filenames": [ - "src/transformers/integrations/hub_kernels.py" - ], - "shared_directories": [ - "src/transformers/integrations", - "src/transformers", - "src" - ] - } - ] - }, { "cluster_id": "pr-scope-45110-2", "pr_numbers": [ @@ -4285,7 +4290,7 @@ 45333 ], "representative_pr_number": 45332, - "average_similarity": 0.491, + "average_similarity": 0.493, "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", @@ -4305,8 +4310,8 @@ { "left_pr_number": 45332, "right_pr_number": 45333, - "similarity": 0.491, - "content_similarity": 0.521, + "similarity": 0.493, + "content_similarity": 0.522, "size_similarity": 0.203, "breadth_similarity": 0.479, "concentration_similarity": 0.976, @@ -4334,7 +4339,7 @@ 45868 ], "representative_pr_number": 45540, - "average_similarity": 0.488, + "average_similarity": 0.485, "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", @@ -4354,8 +4359,8 @@ { "left_pr_number": 45540, "right_pr_number": 45868, - "similarity": 0.488, - "content_similarity": 0.36, + "similarity": 0.485, + "content_similarity": 0.356, "size_similarity": 0.593, "breadth_similarity": 1.0, "concentration_similarity": 0.936, @@ -4383,7 +4388,7 @@ 46126 ], "representative_pr_number": 46113, - "average_similarity": 0.472, + "average_similarity": 0.467, "summary": "2 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`; representative PR #46113.", "shared_filenames": [ "src/transformers/distributed/utils.py" @@ -4397,8 +4402,8 @@ { "left_pr_number": 46113, "right_pr_number": 46126, - "similarity": 0.472, - "content_similarity": 0.525, + "similarity": 0.467, + "content_similarity": 0.518, "size_similarity": 0.302, "breadth_similarity": 0.292, "concentration_similarity": 0.603, @@ -4413,43 +4418,6 @@ } ] }, - { - "cluster_id": "pr-scope-46090-2", - "pr_numbers": [ - 46090, - 46248 - ], - "representative_pr_number": 46090, - "average_similarity": 0.47, - "summary": "2 open PRs share weighted file overlap around `tests/quantization/finegrained_fp8/test_fp8.py`; representative PR #46090.", - "shared_filenames": [ - "tests/quantization/finegrained_fp8/test_fp8.py" - ], - "shared_directories": [ - "tests/quantization/finegrained_fp8", - "tests/quantization", - "tests" - ], - "pairwise": [ - { - "left_pr_number": 46090, - "right_pr_number": 46248, - "similarity": 0.47, - "content_similarity": 0.521, - "size_similarity": 0.114, - "breadth_similarity": 0.5, - "concentration_similarity": 0.771, - "shared_filenames": [ - "tests/quantization/finegrained_fp8/test_fp8.py" - ], - "shared_directories": [ - "tests/quantization/finegrained_fp8", - "tests/quantization", - "tests" - ] - } - ] - }, { "cluster_id": "pr-scope-40755-2", "pr_numbers": [ @@ -4506,7 +4474,7 @@ 45666 ], "representative_pr_number": 44680, - "average_similarity": 0.463, + "average_similarity": 0.464, "summary": "2 open PRs share weighted file overlap around `tests/kernels/test_kernels.py`, `src/transformers/integrations/hub_kernels.py`; representative PR #44680.", "shared_filenames": [ "tests/kernels/test_kernels.py", @@ -4523,8 +4491,8 @@ { "left_pr_number": 44680, "right_pr_number": 45666, - "similarity": 0.463, - "content_similarity": 0.548, + "similarity": 0.464, + "content_similarity": 0.549, "size_similarity": 0.042, "breadth_similarity": 0.417, "concentration_similarity": 0.632, @@ -4549,7 +4517,7 @@ 46257 ], "representative_pr_number": 46127, - "average_similarity": 0.453, + "average_similarity": 0.444, "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.", "shared_filenames": [ "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py" @@ -4564,8 +4532,8 @@ { "left_pr_number": 46127, "right_pr_number": 46257, - "similarity": 0.453, - "content_similarity": 0.458, + "similarity": 0.444, + "content_similarity": 0.445, "size_similarity": 0.053, "breadth_similarity": 0.75, "concentration_similarity": 1.0, @@ -4683,6 +4651,106 @@ } ] }, + { + "cluster_id": "pr-scope-44606-2", + "pr_numbers": [ + 44606, + 45086 + ], + "representative_pr_number": 44606, + "average_similarity": 0.417, + "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.", + "shared_filenames": [ + "src/transformers/tokenization_utils_tokenizers.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ], + "pairwise": [ + { + "left_pr_number": 44606, + "right_pr_number": 45086, + "similarity": 0.417, + "content_similarity": 0.334, + "size_similarity": 0.222, + "breadth_similarity": 1.0, + "concentration_similarity": 1.0, + "shared_filenames": [ + "src/transformers/tokenization_utils_tokenizers.py" + ], + "shared_directories": [ + "src/transformers", + "src" + ] + } + ] + }, + { + "cluster_id": "pr-scope-46099-2", + "pr_numbers": [ + 46099, + 46269 + ], + "representative_pr_number": 46099, + "average_similarity": 0.414, + "summary": "2 open PRs share weighted file overlap around `src/transformers/models/apertus/configuration_apertus.py`, `src/transformers/models/apertus/modular_apertus.py`, `src/transformers/models/arcee/modular_arcee.py`; representative PR #46099.", + "shared_filenames": [ + "src/transformers/models/apertus/configuration_apertus.py", + "src/transformers/models/apertus/modular_apertus.py", + "src/transformers/models/arcee/modular_arcee.py", + "src/transformers/models/cohere/configuration_cohere.py", + "src/transformers/models/cohere2/configuration_cohere2.py", + "src/transformers/models/cohere2/modular_cohere2.py", + "src/transformers/models/deepseek_v2/modular_deepseek_v2.py", + "src/transformers/models/ernie4_5/configuration_ernie4_5.py" + ], + "shared_directories": [ + "src/transformers/models/granite4_vision", + "src/transformers/models/hyperclovax", + "src/transformers/models/apertus", + "src/transformers/models/cohere2", + "src/transformers/models/helium", + "src/transformers/models/hrm_text", + "src/transformers/models/ministral3", + "src/transformers/models/mistral" + ], + "pairwise": [ + { + "left_pr_number": 46099, + "right_pr_number": 46269, + "similarity": 0.414, + "content_similarity": 0.488, + "size_similarity": 0.013, + "breadth_similarity": 0.305, + "concentration_similarity": 0.798, + "shared_filenames": [ + "src/transformers/distributed/tensor_parallel.py", + "src/transformers/modeling_utils.py", + "src/transformers/models/apertus/configuration_apertus.py", + "src/transformers/models/apertus/modular_apertus.py", + "src/transformers/models/arcee/configuration_arcee.py", + "src/transformers/models/arcee/modular_arcee.py", + "src/transformers/models/aria/configuration_aria.py", + "src/transformers/models/cohere/configuration_cohere.py", + "src/transformers/models/cohere2/configuration_cohere2.py", + "src/transformers/models/cohere2/modular_cohere2.py" + ], + "shared_directories": [ + "src/transformers/models/apertus", + "src/transformers/models/arcee", + "src/transformers/models/aria", + "src/transformers/models/cohere", + "src/transformers/models/cohere2", + "src/transformers/models/cwm", + "src/transformers/models/deepseek_v2", + "src/transformers/models/ernie4_5", + "src/transformers/models/eurobert", + "src/transformers/models/exaone4" + ] + } + ] + }, { "cluster_id": "pr-scope-42655-2", "pr_numbers": [ @@ -4690,7 +4758,7 @@ 46124 ], "representative_pr_number": 42655, - "average_similarity": 0.411, + "average_similarity": 0.41, "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `tests/generation/test_utils.py`; representative PR #42655.", "shared_filenames": [ "src/transformers/generation/candidate_generator.py", @@ -4707,7 +4775,7 @@ { "left_pr_number": 42655, "right_pr_number": 46124, - "similarity": 0.411, + "similarity": 0.41, "content_similarity": 0.465, "size_similarity": 0.038, "breadth_similarity": 0.417,