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evalstate HF Staff commited on
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Add snapshot 20260415T224019Z

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Files changed (20) hide show
  1. README.md +1 -1
  2. analysis-report.json +67 -127
  3. analysis-report.llm-reviews.json +0 -0
  4. analysis-state/hybrid-review-cache.jsonl +0 -0
  5. comments.parquet +2 -2
  6. events.parquet +2 -2
  7. issue_comments.parquet +2 -2
  8. issues.parquet +2 -2
  9. links.parquet +2 -2
  10. manifest.json +26 -26
  11. new-contributors-report.json +0 -0
  12. new-contributors-report.md +0 -0
  13. new_contributors.parquet +2 -2
  14. pr-scope-clusters.json +746 -991
  15. pr_comments.parquet +2 -2
  16. pr_diffs.parquet +2 -2
  17. pr_files.parquet +2 -2
  18. pull_requests.parquet +2 -2
  19. review_comments.parquet +2 -2
  20. reviews.parquet +2 -2
README.md CHANGED
@@ -70,7 +70,7 @@ Use:
70
 
71
  Notes:
72
  - updated daily
73
- - latest snapshot: `20260414T200457Z`
74
  - raw data only; no labels or moderation decisions
75
  - PR metadata, file-level patch hunks, and full unified diffs are included
76
  - new contributor reviewer artifacts are included when generated for the snapshot
 
70
 
71
  Notes:
72
  - updated daily
73
+ - latest snapshot: `20260415T224019Z`
74
  - raw data only; no labels or moderation decisions
75
  - PR metadata, file-level patch hunks, and full unified diffs are included
76
  - new contributor reviewer artifacts are included when generated for the snapshot
analysis-report.json CHANGED
@@ -1,8 +1,8 @@
1
  {
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  "schema_version": "1.0",
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  "repo": "huggingface/transformers",
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- "generated_at": "2026-04-14T21:43:21Z",
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  "evidence_quality": "full",
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  "llm_enrichment": true,
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  "meta_bugs": [
@@ -1053,7 +1053,7 @@
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  "cluster_id": "cluster-41211-3",
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  "summary": "Cluster of 1 issues and 2 PRs centered on issue #41211.",
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  "status": "open",
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- "confidence": 0.55,
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  "canonical_issue_number": 41211,
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  "cluster_id": "cluster-36246-4",
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  "summary": "Cluster of 2 issues and 2 PRs centered on issue #43824.",
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  }
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1458
  "concentration_similarity": 0.562,
@@ -1466,35 +1095,180 @@
1466
  ]
1467
  },
1468
  {
1469
- "left_pr_number": 44872,
1470
- "right_pr_number": 45389,
1471
- "similarity": 0.258,
1472
- "content_similarity": 0.237,
1473
- "size_similarity": 0.094,
1474
- "breadth_similarity": 0.5,
1475
- "concentration_similarity": 0.562,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1476
  "shared_filenames": [
1477
- "src/transformers/generation/utils.py"
 
1478
  ],
1479
  "shared_directories": [
1480
- "src/transformers/generation",
1481
  "src/transformers",
1482
  "src"
1483
  ]
1484
  },
1485
  {
1486
- "left_pr_number": 44757,
1487
- "right_pr_number": 45389,
1488
- "similarity": 0.237,
1489
- "content_similarity": 0.214,
1490
- "size_similarity": 0.062,
1491
- "breadth_similarity": 0.5,
1492
- "concentration_similarity": 0.562,
1493
  "shared_filenames": [
1494
- "src/transformers/generation/utils.py"
 
1495
  ],
1496
  "shared_directories": [
1497
- "src/transformers/generation",
1498
  "src/transformers",
1499
  "src"
1500
  ]
@@ -1510,7 +1284,7 @@
1510
  45444
1511
  ],
1512
  "representative_pr_number": 45317,
1513
- "average_similarity": 0.532,
1514
  "summary": "4 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/tokenization_utils_tokenizers.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45317.",
1515
  "shared_filenames": [
1516
  "tests/models/auto/test_tokenization_auto.py",
@@ -1528,11 +1302,11 @@
1528
  {
1529
  "left_pr_number": 45317,
1530
  "right_pr_number": 45444,
1531
- "similarity": 0.775,
1532
- "content_similarity": 0.816,
1533
- "size_similarity": 0.403,
1534
  "breadth_similarity": 1.0,
1535
- "concentration_similarity": 0.864,
1536
  "shared_filenames": [
1537
  "src/transformers/tokenization_utils_tokenizers.py",
1538
  "tests/models/auto/test_tokenization_auto.py"
@@ -1548,11 +1322,11 @@
1548
  {
1549
  "left_pr_number": 45078,
1550
  "right_pr_number": 45444,
1551
- "similarity": 0.525,
1552
- "content_similarity": 0.408,
1553
- "size_similarity": 0.627,
1554
  "breadth_similarity": 1.0,
1555
- "concentration_similarity": 0.906,
1556
  "shared_filenames": [
1557
  "tests/models/auto/test_tokenization_auto.py"
1558
  ],
@@ -1567,8 +1341,8 @@
1567
  {
1568
  "left_pr_number": 45078,
1569
  "right_pr_number": 45293,
1570
- "similarity": 0.52,
1571
- "content_similarity": 0.441,
1572
  "size_similarity": 0.476,
1573
  "breadth_similarity": 1.0,
1574
  "concentration_similarity": 0.798,
@@ -1589,8 +1363,8 @@
1589
  {
1590
  "left_pr_number": 45078,
1591
  "right_pr_number": 45317,
1592
- "similarity": 0.503,
1593
- "content_similarity": 0.383,
1594
  "size_similarity": 0.643,
1595
  "breadth_similarity": 1.0,
1596
  "concentration_similarity": 0.77,
@@ -1608,8 +1382,8 @@
1608
  {
1609
  "left_pr_number": 45293,
1610
  "right_pr_number": 45317,
1611
- "similarity": 0.497,
1612
- "content_similarity": 0.339,
1613
  "size_similarity": 0.741,
1614
  "breadth_similarity": 1.0,
1615
  "concentration_similarity": 0.972,
@@ -1627,11 +1401,11 @@
1627
  {
1628
  "left_pr_number": 45293,
1629
  "right_pr_number": 45444,
1630
- "similarity": 0.37,
1631
- "content_similarity": 0.258,
1632
- "size_similarity": 0.299,
1633
  "breadth_similarity": 1.0,
1634
- "concentration_similarity": 0.892,
1635
  "shared_filenames": [
1636
  "tests/models/auto/test_tokenization_auto.py"
1637
  ],
@@ -1649,39 +1423,39 @@
1649
  "cluster_id": "pr-scope-45294-4",
1650
  "pr_numbers": [
1651
  45294,
1652
- 45324,
1653
  45388,
1654
- 45438
 
1655
  ],
1656
  "representative_pr_number": 45438,
1657
- "average_similarity": 0.455,
1658
- "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.",
1659
  "shared_filenames": [
1660
  "src/transformers/models/gemma4/modeling_gemma4.py",
1661
  "src/transformers/models/gemma4/modular_gemma4.py",
1662
- "docs/source/en/model_doc/gemma4.md",
1663
  "tests/models/gemma4/test_modeling_gemma4.py",
 
1664
  "src/transformers/models/auto/modeling_auto.py"
1665
  ],
1666
  "shared_directories": [
1667
  "src/transformers/models/gemma4",
1668
  "src/transformers/models",
 
1669
  "tests/models",
1670
  "tests",
1671
  "docs/source/en/model_doc",
1672
  "src/transformers/models/auto",
1673
- "tests/models/gemma4",
1674
  "docs/source/en"
1675
  ],
1676
  "pairwise": [
1677
  {
1678
  "left_pr_number": 45294,
1679
  "right_pr_number": 45438,
1680
- "similarity": 0.812,
1681
- "content_similarity": 0.853,
1682
- "size_similarity": 0.429,
1683
  "breadth_similarity": 1.0,
1684
- "concentration_similarity": 0.998,
1685
  "shared_filenames": [
1686
  "docs/source/en/model_doc/gemma4.md",
1687
  "src/transformers/models/auto/modeling_auto.py",
@@ -1703,20 +1477,22 @@
1703
  ]
1704
  },
1705
  {
1706
- "left_pr_number": 45324,
1707
- "right_pr_number": 45438,
1708
- "similarity": 0.466,
1709
- "content_similarity": 0.375,
1710
- "size_similarity": 0.969,
1711
- "breadth_similarity": 0.323,
1712
- "concentration_similarity": 0.518,
1713
  "shared_filenames": [
1714
  "src/transformers/models/gemma4/modeling_gemma4.py",
1715
- "src/transformers/models/gemma4/modular_gemma4.py"
 
1716
  ],
1717
  "shared_directories": [
1718
  "src/transformers/models/gemma4",
1719
  "src/transformers/models",
 
1720
  "src/transformers",
1721
  "tests/models",
1722
  "src",
@@ -1725,31 +1501,35 @@
1725
  },
1726
  {
1727
  "left_pr_number": 45294,
1728
- "right_pr_number": 45388,
1729
- "similarity": 0.422,
1730
- "content_similarity": 0.306,
1731
- "size_similarity": 0.633,
1732
- "breadth_similarity": 0.65,
1733
- "concentration_similarity": 0.961,
1734
  "shared_filenames": [
1735
  "src/transformers/models/gemma4/modeling_gemma4.py",
1736
- "src/transformers/models/gemma4/modular_gemma4.py"
 
1737
  ],
1738
  "shared_directories": [
1739
  "src/transformers/models/gemma4",
1740
  "src/transformers/models",
 
1741
  "src/transformers",
1742
- "src"
 
 
1743
  ]
1744
  },
1745
  {
1746
  "left_pr_number": 45294,
1747
- "right_pr_number": 45324,
1748
- "similarity": 0.398,
1749
- "content_similarity": 0.397,
1750
- "size_similarity": 0.415,
1751
- "breadth_similarity": 0.323,
1752
- "concentration_similarity": 0.521,
1753
  "shared_filenames": [
1754
  "src/transformers/models/gemma4/modeling_gemma4.py",
1755
  "src/transformers/models/gemma4/modular_gemma4.py"
@@ -1758,19 +1538,17 @@
1758
  "src/transformers/models/gemma4",
1759
  "src/transformers/models",
1760
  "src/transformers",
1761
- "tests/models",
1762
- "src",
1763
- "tests"
1764
  ]
1765
  },
1766
  {
1767
  "left_pr_number": 45388,
1768
  "right_pr_number": 45438,
1769
- "similarity": 0.394,
1770
- "content_similarity": 0.344,
1771
- "size_similarity": 0.271,
1772
  "breadth_similarity": 0.65,
1773
- "concentration_similarity": 0.963,
1774
  "shared_filenames": [
1775
  "src/transformers/models/gemma4/modeling_gemma4.py",
1776
  "src/transformers/models/gemma4/modular_gemma4.py"
@@ -1783,13 +1561,13 @@
1783
  ]
1784
  },
1785
  {
1786
- "left_pr_number": 45324,
1787
- "right_pr_number": 45388,
1788
- "similarity": 0.238,
1789
- "content_similarity": 0.219,
1790
- "size_similarity": 0.263,
1791
- "breadth_similarity": 0.208,
1792
- "concentration_similarity": 0.482,
1793
  "shared_filenames": [
1794
  "src/transformers/models/gemma4/modeling_gemma4.py",
1795
  "src/transformers/models/gemma4/modular_gemma4.py"
@@ -1811,9 +1589,9 @@
1811
  44973,
1812
  45396
1813
  ],
1814
- "representative_pr_number": 45396,
1815
- "average_similarity": 0.454,
1816
- "summary": "4 open PRs share weighted file overlap around `src/transformers/models/glm_ocr/modular_glm_ocr.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #45396.",
1817
  "shared_filenames": [
1818
  "src/transformers/models/glm_ocr/modular_glm_ocr.py",
1819
  "src/transformers/models/glm4v/modeling_glm4v.py",
@@ -1831,18 +1609,18 @@
1831
  "src/transformers/models/qwen3_5_moe",
1832
  "src/transformers/models/video_llama_3",
1833
  "src/transformers/models/glm4v_moe",
1834
- "src/transformers/models/qwen2_5_omni",
1835
- "src/transformers/models/qwen2_vl"
1836
  ],
1837
  "pairwise": [
1838
  {
1839
  "left_pr_number": 44157,
1840
  "right_pr_number": 45396,
1841
  "similarity": 0.6,
1842
- "content_similarity": 0.641,
1843
- "size_similarity": 0.33,
1844
  "breadth_similarity": 0.544,
1845
- "concentration_similarity": 0.956,
1846
  "shared_filenames": [
1847
  "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
1848
  "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py",
@@ -1871,8 +1649,8 @@
1871
  {
1872
  "left_pr_number": 44157,
1873
  "right_pr_number": 44973,
1874
- "similarity": 0.553,
1875
- "content_similarity": 0.59,
1876
  "size_similarity": 0.029,
1877
  "breadth_similarity": 0.896,
1878
  "concentration_similarity": 0.919,
@@ -1904,14 +1682,12 @@
1904
  {
1905
  "left_pr_number": 41992,
1906
  "right_pr_number": 45396,
1907
- "similarity": 0.552,
1908
- "content_similarity": 0.514,
1909
- "size_similarity": 0.638,
1910
  "breadth_similarity": 0.544,
1911
- "concentration_similarity": 0.829,
1912
  "shared_filenames": [
1913
- "docs/source/en/model_doc/nomic_bert.md",
1914
- "src/transformers/modeling_vision_utils.py",
1915
  "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
1916
  "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py",
1917
  "src/transformers/models/esm/configuration_esm.py",
@@ -1919,10 +1695,11 @@
1919
  "src/transformers/models/glm4v/modeling_glm4v.py",
1920
  "src/transformers/models/glm4v/modular_glm4v.py",
1921
  "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
1922
- "src/transformers/models/glm_image/modeling_glm_image.py"
 
 
1923
  ],
1924
  "shared_directories": [
1925
- "docs/source/en/model_doc",
1926
  "src/transformers/models/ernie4_5_vl_moe",
1927
  "src/transformers/models/esm",
1928
  "src/transformers/models/glm46v",
@@ -1931,17 +1708,18 @@
1931
  "src/transformers/models/glm_image",
1932
  "src/transformers/models/glm_ocr",
1933
  "src/transformers/models/paddleocr_vl",
1934
- "src/transformers/models/qwen2_5_omni"
 
1935
  ]
1936
  },
1937
  {
1938
  "left_pr_number": 44973,
1939
  "right_pr_number": 45396,
1940
- "similarity": 0.387,
1941
- "content_similarity": 0.412,
1942
  "size_similarity": 0.01,
1943
  "breadth_similarity": 0.489,
1944
- "concentration_similarity": 0.964,
1945
  "shared_filenames": [
1946
  "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
1947
  "src/transformers/models/glm4v/modeling_glm4v.py",
@@ -1970,8 +1748,8 @@
1970
  {
1971
  "left_pr_number": 41992,
1972
  "right_pr_number": 44157,
1973
- "similarity": 0.377,
1974
- "content_similarity": 0.396,
1975
  "size_similarity": 0.211,
1976
  "breadth_similarity": 0.296,
1977
  "concentration_similarity": 0.785,
@@ -2003,8 +1781,8 @@
2003
  {
2004
  "left_pr_number": 41992,
2005
  "right_pr_number": 44973,
2006
- "similarity": 0.256,
2007
- "content_similarity": 0.265,
2008
  "size_similarity": 0.006,
2009
  "breadth_similarity": 0.266,
2010
  "concentration_similarity": 0.866,
@@ -2043,7 +1821,7 @@
2043
  44722
2044
  ],
2045
  "representative_pr_number": 44722,
2046
- "average_similarity": 0.942,
2047
  "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.",
2048
  "shared_filenames": [
2049
  "src/transformers/models/gptj/modeling_gptj.py",
@@ -2113,92 +1891,6 @@
2113
  }
2114
  ]
2115
  },
2116
- {
2117
- "cluster_id": "pr-scope-45220-3",
2118
- "pr_numbers": [
2119
- 45220,
2120
- 45418,
2121
- 45443
2122
- ],
2123
- "representative_pr_number": 45418,
2124
- "average_similarity": 0.627,
2125
- "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serving/utils.py`, `tests/cli/test_serve.py`; representative PR #45418.",
2126
- "shared_filenames": [
2127
- "src/transformers/cli/serving/utils.py",
2128
- "tests/cli/test_serve.py"
2129
- ],
2130
- "shared_directories": [
2131
- "src/transformers/cli/serving",
2132
- "src/transformers/cli",
2133
- "tests/cli",
2134
- "tests"
2135
- ],
2136
- "pairwise": [
2137
- {
2138
- "left_pr_number": 45418,
2139
- "right_pr_number": 45443,
2140
- "similarity": 0.704,
2141
- "content_similarity": 0.602,
2142
- "size_similarity": 0.905,
2143
- "breadth_similarity": 1.0,
2144
- "concentration_similarity": 0.932,
2145
- "shared_filenames": [
2146
- "src/transformers/cli/serving/utils.py",
2147
- "tests/cli/test_serve.py"
2148
- ],
2149
- "shared_directories": [
2150
- "src/transformers/cli/serving",
2151
- "src/transformers/cli",
2152
- "src/transformers",
2153
- "tests/cli",
2154
- "src",
2155
- "tests"
2156
- ]
2157
- },
2158
- {
2159
- "left_pr_number": 45220,
2160
- "right_pr_number": 45418,
2161
- "similarity": 0.65,
2162
- "content_similarity": 0.747,
2163
- "size_similarity": 0.111,
2164
- "breadth_similarity": 0.7,
2165
- "concentration_similarity": 0.809,
2166
- "shared_filenames": [
2167
- "src/transformers/cli/serving/utils.py",
2168
- "tests/cli/test_serve.py"
2169
- ],
2170
- "shared_directories": [
2171
- "src/transformers/cli/serving",
2172
- "src/transformers/cli",
2173
- "src/transformers",
2174
- "tests/cli",
2175
- "src",
2176
- "tests"
2177
- ]
2178
- },
2179
- {
2180
- "left_pr_number": 45220,
2181
- "right_pr_number": 45443,
2182
- "similarity": 0.528,
2183
- "content_similarity": 0.57,
2184
- "size_similarity": 0.1,
2185
- "breadth_similarity": 0.7,
2186
- "concentration_similarity": 0.876,
2187
- "shared_filenames": [
2188
- "src/transformers/cli/serving/utils.py",
2189
- "tests/cli/test_serve.py"
2190
- ],
2191
- "shared_directories": [
2192
- "src/transformers/cli/serving",
2193
- "src/transformers/cli",
2194
- "src/transformers",
2195
- "tests/cli",
2196
- "src",
2197
- "tests"
2198
- ]
2199
- }
2200
- ]
2201
- },
2202
  {
2203
  "cluster_id": "pr-scope-44015-3",
2204
  "pr_numbers": [
@@ -2207,7 +1899,7 @@
2207
  44676
2208
  ],
2209
  "representative_pr_number": 44059,
2210
- "average_similarity": 0.572,
2211
  "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
2212
  "shared_filenames": [
2213
  "src/transformers/models/gpt2/modeling_gpt2.py"
@@ -2220,8 +1912,8 @@
2220
  {
2221
  "left_pr_number": 44059,
2222
  "right_pr_number": 44676,
2223
- "similarity": 0.689,
2224
- "content_similarity": 0.757,
2225
  "size_similarity": 0.062,
2226
  "breadth_similarity": 1.0,
2227
  "concentration_similarity": 1.0,
@@ -2238,8 +1930,8 @@
2238
  {
2239
  "left_pr_number": 44015,
2240
  "right_pr_number": 44059,
2241
- "similarity": 0.609,
2242
- "content_similarity": 0.671,
2243
  "size_similarity": 0.543,
2244
  "breadth_similarity": 0.333,
2245
  "concentration_similarity": 0.488,
@@ -2281,7 +1973,7 @@
2281
  45077
2282
  ],
2283
  "representative_pr_number": 45077,
2284
- "average_similarity": 0.532,
2285
  "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.",
2286
  "shared_filenames": [
2287
  ".github/workflows/build-ci-docker-images.yml",
@@ -2301,8 +1993,8 @@
2301
  {
2302
  "left_pr_number": 42975,
2303
  "right_pr_number": 45077,
2304
- "similarity": 0.683,
2305
- "content_similarity": 0.629,
2306
  "size_similarity": 0.731,
2307
  "breadth_similarity": 0.833,
2308
  "concentration_similarity": 1.0,
@@ -2326,8 +2018,8 @@
2326
  {
2327
  "left_pr_number": 42976,
2328
  "right_pr_number": 45077,
2329
- "similarity": 0.495,
2330
- "content_similarity": 0.525,
2331
  "size_similarity": 0.074,
2332
  "breadth_similarity": 0.659,
2333
  "concentration_similarity": 1.0,
@@ -2346,8 +2038,8 @@
2346
  {
2347
  "left_pr_number": 42975,
2348
  "right_pr_number": 42976,
2349
- "similarity": 0.417,
2350
- "content_similarity": 0.416,
2351
  "size_similarity": 0.101,
2352
  "breadth_similarity": 0.606,
2353
  "concentration_similarity": 1.0,
@@ -2408,7 +2100,7 @@
2408
  {
2409
  "left_pr_number": 43997,
2410
  "right_pr_number": 44007,
2411
- "similarity": 0.62,
2412
  "content_similarity": 0.653,
2413
  "size_similarity": 0.679,
2414
  "breadth_similarity": 0.333,
@@ -2433,74 +2125,223 @@
2433
  "concentration_similarity": 1.0,
2434
  "shared_filenames": [],
2435
  "shared_directories": [
2436
- "src/transformers/models",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2437
  "src/transformers",
2438
- "src"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2439
  ]
2440
  }
2441
  ]
2442
  },
2443
  {
2444
- "cluster_id": "pr-scope-41097-3",
2445
  "pr_numbers": [
2446
- 41097,
2447
- 43549,
2448
- 44547
2449
  ],
2450
- "representative_pr_number": 43549,
2451
- "average_similarity": 0.467,
2452
- "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
2453
  "shared_filenames": [
2454
- "src/transformers/modeling_flash_attention_utils.py"
 
 
 
 
 
 
2455
  ],
2456
- "shared_directories": [],
2457
  "pairwise": [
2458
  {
2459
- "left_pr_number": 41097,
2460
- "right_pr_number": 43549,
2461
- "similarity": 0.553,
2462
- "content_similarity": 0.446,
2463
- "size_similarity": 0.6,
2464
  "breadth_similarity": 1.0,
2465
- "concentration_similarity": 1.0,
2466
  "shared_filenames": [
2467
- "src/transformers/modeling_flash_attention_utils.py"
2468
  ],
2469
  "shared_directories": [
 
2470
  "src/transformers",
2471
- "src"
 
 
2472
  ]
2473
  },
2474
  {
2475
- "left_pr_number": 43549,
2476
- "right_pr_number": 44547,
2477
- "similarity": 0.441,
2478
- "content_similarity": 0.358,
2479
- "size_similarity": 0.267,
2480
  "breadth_similarity": 1.0,
2481
- "concentration_similarity": 1.0,
2482
  "shared_filenames": [
2483
- "src/transformers/modeling_flash_attention_utils.py"
2484
  ],
2485
  "shared_directories": [
2486
  "src/transformers",
2487
- "src"
 
 
2488
  ]
2489
  },
2490
  {
2491
- "left_pr_number": 41097,
2492
- "right_pr_number": 44547,
2493
- "similarity": 0.408,
2494
- "content_similarity": 0.334,
2495
- "size_similarity": 0.16,
2496
  "breadth_similarity": 1.0,
2497
- "concentration_similarity": 1.0,
2498
- "shared_filenames": [
2499
- "src/transformers/modeling_flash_attention_utils.py"
2500
- ],
2501
  "shared_directories": [
2502
  "src/transformers",
2503
- "src"
 
 
2504
  ]
2505
  }
2506
  ]
@@ -2513,7 +2354,7 @@
2513
  44550
2514
  ],
2515
  "representative_pr_number": 44550,
2516
- "average_similarity": 0.372,
2517
  "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
2518
  "shared_filenames": [],
2519
  "shared_directories": [
@@ -2526,8 +2367,8 @@
2526
  {
2527
  "left_pr_number": 33686,
2528
  "right_pr_number": 44550,
2529
- "similarity": 0.395,
2530
- "content_similarity": 0.136,
2531
  "size_similarity": 1.0,
2532
  "breadth_similarity": 1.0,
2533
  "concentration_similarity": 1.0,
@@ -2542,8 +2383,8 @@
2542
  {
2543
  "left_pr_number": 44407,
2544
  "right_pr_number": 44550,
2545
- "similarity": 0.366,
2546
- "content_similarity": 0.103,
2547
  "size_similarity": 0.957,
2548
  "breadth_similarity": 1.0,
2549
  "concentration_similarity": 1.0,
@@ -2557,8 +2398,8 @@
2557
  {
2558
  "left_pr_number": 33686,
2559
  "right_pr_number": 44407,
2560
- "similarity": 0.354,
2561
- "content_similarity": 0.087,
2562
  "size_similarity": 0.957,
2563
  "breadth_similarity": 1.0,
2564
  "concentration_similarity": 1.0,
@@ -2716,103 +2557,6 @@
2716
  }
2717
  ]
2718
  },
2719
- {
2720
- "cluster_id": "pr-scope-45351-2",
2721
- "pr_numbers": [
2722
- 45351,
2723
- 45427
2724
- ],
2725
- "representative_pr_number": 45351,
2726
- "average_similarity": 0.852,
2727
- "summary": "2 open PRs share weighted file overlap around `src/transformers/testing_utils.py`; representative PR #45351.",
2728
- "shared_filenames": [
2729
- "src/transformers/testing_utils.py"
2730
- ],
2731
- "shared_directories": [],
2732
- "pairwise": [
2733
- {
2734
- "left_pr_number": 45351,
2735
- "right_pr_number": 45427,
2736
- "similarity": 0.852,
2737
- "content_similarity": 0.789,
2738
- "size_similarity": 1.0,
2739
- "breadth_similarity": 1.0,
2740
- "concentration_similarity": 1.0,
2741
- "shared_filenames": [
2742
- "src/transformers/testing_utils.py"
2743
- ],
2744
- "shared_directories": [
2745
- "src/transformers",
2746
- "src"
2747
- ]
2748
- }
2749
- ]
2750
- },
2751
- {
2752
- "cluster_id": "pr-scope-41251-2",
2753
- "pr_numbers": [
2754
- 41251,
2755
- 44481
2756
- ],
2757
- "representative_pr_number": 41251,
2758
- "average_similarity": 0.822,
2759
- "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deepseek_v32.md`, `src/transformers/models/deepseek_v32/__init__.py`, `src/transformers/models/deepseek_v32/configuration_deepseek_v32.py`; representative PR #41251.",
2760
- "shared_filenames": [
2761
- "docs/source/en/model_doc/deepseek_v32.md",
2762
- "src/transformers/models/deepseek_v32/__init__.py",
2763
- "src/transformers/models/deepseek_v32/configuration_deepseek_v32.py",
2764
- "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
2765
- "src/transformers/models/deepseek_v32/modular_deepseek_v32.py",
2766
- "tests/models/deepseek_v32/__init__.py",
2767
- "tests/models/deepseek_v32/test_modeling_deepseek_v32.py",
2768
- "src/transformers/conversion_mapping.py"
2769
- ],
2770
- "shared_directories": [
2771
- "src/transformers/models/deepseek_v32",
2772
- "docs/source/en/model_doc",
2773
- "src/transformers/models/auto",
2774
- "tests/models/deepseek_v32",
2775
- "src/transformers/integrations",
2776
- "docs/source/en",
2777
- "src/transformers/models",
2778
- "docs/source"
2779
- ],
2780
- "pairwise": [
2781
- {
2782
- "left_pr_number": 41251,
2783
- "right_pr_number": 44481,
2784
- "similarity": 0.822,
2785
- "content_similarity": 0.84,
2786
- "size_similarity": 0.634,
2787
- "breadth_similarity": 0.89,
2788
- "concentration_similarity": 0.984,
2789
- "shared_filenames": [
2790
- "docs/source/en/_toctree.yml",
2791
- "docs/source/en/model_doc/deepseek_v32.md",
2792
- "src/transformers/conversion_mapping.py",
2793
- "src/transformers/models/__init__.py",
2794
- "src/transformers/models/auto/configuration_auto.py",
2795
- "src/transformers/models/auto/modeling_auto.py",
2796
- "src/transformers/models/deepseek_v32/__init__.py",
2797
- "src/transformers/models/deepseek_v32/configuration_deepseek_v32.py",
2798
- "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
2799
- "src/transformers/models/deepseek_v32/modular_deepseek_v32.py"
2800
- ],
2801
- "shared_directories": [
2802
- "docs/source/en/model_doc",
2803
- "src/transformers/models/auto",
2804
- "src/transformers/models/deepseek_v32",
2805
- "docs/source/en",
2806
- "src/transformers/integrations",
2807
- "src/transformers/models",
2808
- "tests/models/deepseek_v32",
2809
- "docs/source",
2810
- "src/transformers",
2811
- "tests/models"
2812
- ]
2813
- }
2814
- ]
2815
- },
2816
  {
2817
  "cluster_id": "pr-scope-43543-2",
2818
  "pr_numbers": [
@@ -2820,7 +2564,7 @@
2820
  43775
2821
  ],
2822
  "representative_pr_number": 43543,
2823
- "average_similarity": 0.82,
2824
  "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.",
2825
  "shared_filenames": [
2826
  "src/transformers/models/dbrx/modeling_dbrx.py",
@@ -2829,25 +2573,25 @@
2829
  "src/transformers/models/jetmoe/modeling_jetmoe.py",
2830
  "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
2831
  "src/transformers/models/mixtral/modeling_mixtral.py",
2832
- "src/transformers/models/phimoe/modeling_phimoe.py",
2833
- "src/transformers/models/flex_olmo/modeling_flex_olmo.py"
2834
  ],
2835
  "shared_directories": [
2836
  "src/transformers/models/dbrx",
2837
  "src/transformers/models/ernie4_5_moe",
2838
  "src/transformers/models/jetmoe",
2839
  "src/transformers/models/minimax_m2",
 
2840
  "src/transformers/models/phimoe",
2841
  "src/transformers/models/flex_olmo",
2842
- "src/transformers/models/jamba",
2843
- "src/transformers/models/mixtral"
2844
  ],
2845
  "pairwise": [
2846
  {
2847
  "left_pr_number": 43543,
2848
  "right_pr_number": 43775,
2849
- "similarity": 0.82,
2850
- "content_similarity": 0.914,
2851
  "size_similarity": 0.2,
2852
  "breadth_similarity": 1.0,
2853
  "concentration_similarity": 1.0,
@@ -2982,7 +2726,7 @@
2982
  45144
2983
  ],
2984
  "representative_pr_number": 43020,
2985
- "average_similarity": 0.681,
2986
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py`; representative PR #43020.",
2987
  "shared_filenames": [
2988
  "src/transformers/models/mimo_v2_flash/__init__.py",
@@ -3006,11 +2750,11 @@
3006
  {
3007
  "left_pr_number": 43020,
3008
  "right_pr_number": 45144,
3009
- "similarity": 0.681,
3010
- "content_similarity": 0.697,
3011
  "size_similarity": 0.545,
3012
  "breadth_similarity": 0.661,
3013
- "concentration_similarity": 0.899,
3014
  "shared_filenames": [
3015
  "src/transformers/models/__init__.py",
3016
  "src/transformers/models/auto/configuration_auto.py",
@@ -3041,7 +2785,7 @@
3041
  43816
3042
  ],
3043
  "representative_pr_number": 43779,
3044
- "average_similarity": 0.666,
3045
  "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.",
3046
  "shared_filenames": [
3047
  "src/transformers/integrations/integration_utils.py"
@@ -3053,7 +2797,7 @@
3053
  {
3054
  "left_pr_number": 43779,
3055
  "right_pr_number": 43816,
3056
- "similarity": 0.666,
3057
  "content_similarity": 0.683,
3058
  "size_similarity": 0.25,
3059
  "breadth_similarity": 1.0,
@@ -3069,6 +2813,53 @@
3069
  }
3070
  ]
3071
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3072
  {
3073
  "cluster_id": "pr-scope-44101-2",
3074
  "pr_numbers": [
@@ -3129,7 +2920,7 @@
3129
  "left_pr_number": 43085,
3130
  "right_pr_number": 45384,
3131
  "similarity": 0.543,
3132
- "content_similarity": 0.623,
3133
  "size_similarity": 0.048,
3134
  "breadth_similarity": 0.7,
3135
  "concentration_similarity": 0.608,
@@ -3154,7 +2945,7 @@
3154
  43649
3155
  ],
3156
  "representative_pr_number": 43532,
3157
- "average_similarity": 0.512,
3158
  "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.",
3159
  "shared_filenames": [
3160
  "utils/notification_service.py",
@@ -3174,8 +2965,8 @@
3174
  {
3175
  "left_pr_number": 43532,
3176
  "right_pr_number": 43649,
3177
- "similarity": 0.512,
3178
- "content_similarity": 0.458,
3179
  "size_similarity": 0.395,
3180
  "breadth_similarity": 0.875,
3181
  "concentration_similarity": 0.893,
@@ -3238,7 +3029,7 @@
3238
  45422
3239
  ],
3240
  "representative_pr_number": 44543,
3241
- "average_similarity": 0.5,
3242
  "summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.",
3243
  "shared_filenames": [
3244
  "tests/test_processing_common.py",
@@ -3251,8 +3042,8 @@
3251
  {
3252
  "left_pr_number": 44543,
3253
  "right_pr_number": 45422,
3254
- "similarity": 0.5,
3255
- "content_similarity": 0.478,
3256
  "size_similarity": 0.331,
3257
  "breadth_similarity": 0.75,
3258
  "concentration_similarity": 0.802,
@@ -3418,7 +3209,7 @@
3418
  45413
3419
  ],
3420
  "representative_pr_number": 42112,
3421
- "average_similarity": 0.433,
3422
  "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`; representative PR #42112.",
3423
  "shared_filenames": [
3424
  "src/transformers/generation/logits_process.py",
@@ -3433,8 +3224,8 @@
3433
  {
3434
  "left_pr_number": 42112,
3435
  "right_pr_number": 45413,
3436
- "similarity": 0.433,
3437
- "content_similarity": 0.48,
3438
  "size_similarity": 0.019,
3439
  "breadth_similarity": 0.458,
3440
  "concentration_similarity": 0.969,
@@ -3459,7 +3250,7 @@
3459
  45233
3460
  ],
3461
  "representative_pr_number": 40755,
3462
- "average_similarity": 0.42,
3463
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`; representative PR #40755.",
3464
  "shared_filenames": [
3465
  "src/transformers/models/timesfm/modeling_timesfm.py",
@@ -3475,8 +3266,8 @@
3475
  {
3476
  "left_pr_number": 40755,
3477
  "right_pr_number": 45233,
3478
- "similarity": 0.42,
3479
- "content_similarity": 0.347,
3480
  "size_similarity": 0.211,
3481
  "breadth_similarity": 1.0,
3482
  "concentration_similarity": 0.901,
@@ -3502,7 +3293,7 @@
3502
  44615
3503
  ],
3504
  "representative_pr_number": 44385,
3505
- "average_similarity": 0.417,
3506
  "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44385.",
3507
  "shared_filenames": [
3508
  "src/transformers/utils/import_utils.py"
@@ -3514,8 +3305,8 @@
3514
  {
3515
  "left_pr_number": 44385,
3516
  "right_pr_number": 44615,
3517
- "similarity": 0.417,
3518
- "content_similarity": 0.349,
3519
  "size_similarity": 0.371,
3520
  "breadth_similarity": 0.667,
3521
  "concentration_similarity": 1.0,
@@ -3568,71 +3359,74 @@
3568
  ]
3569
  },
3570
  {
3571
- "cluster_id": "pr-scope-44889-2",
3572
  "pr_numbers": [
3573
- 44889,
3574
- 44981
3575
  ],
3576
- "representative_pr_number": 44889,
3577
- "average_similarity": 0.404,
3578
- "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.",
3579
  "shared_filenames": [
3580
- "src/transformers/trainer.py"
3581
- ],
3582
- "shared_directories": [
3583
- "tests/trainer",
3584
- "tests"
3585
  ],
 
3586
  "pairwise": [
3587
  {
3588
- "left_pr_number": 44889,
3589
- "right_pr_number": 44981,
3590
- "similarity": 0.404,
3591
- "content_similarity": 0.164,
3592
- "size_similarity": 0.991,
3593
  "breadth_similarity": 1.0,
3594
- "concentration_similarity": 0.812,
3595
  "shared_filenames": [
3596
- "src/transformers/trainer.py"
3597
  ],
3598
  "shared_directories": [
3599
  "src/transformers",
3600
- "tests/trainer",
3601
- "src",
3602
- "tests"
3603
  ]
3604
  }
3605
  ]
3606
  },
3607
  {
3608
- "cluster_id": "pr-scope-44974-2",
3609
  "pr_numbers": [
3610
- 44974,
3611
- 45421
3612
  ],
3613
- "representative_pr_number": 44974,
3614
- "average_similarity": 0.404,
3615
- "summary": "2 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`; representative PR #44974.",
3616
  "shared_filenames": [
3617
- "src/transformers/core_model_loading.py"
 
3618
  ],
3619
  "shared_directories": [
 
 
 
3620
  "tests"
3621
  ],
3622
  "pairwise": [
3623
  {
3624
- "left_pr_number": 44974,
3625
- "right_pr_number": 45421,
3626
- "similarity": 0.404,
3627
- "content_similarity": 0.306,
3628
- "size_similarity": 0.618,
3629
- "breadth_similarity": 0.667,
3630
- "concentration_similarity": 0.619,
3631
  "shared_filenames": [
3632
- "src/transformers/core_model_loading.py"
 
3633
  ],
3634
  "shared_directories": [
 
 
3635
  "src/transformers",
 
3636
  "src",
3637
  "tests"
3638
  ]
@@ -3640,29 +3434,29 @@
3640
  ]
3641
  },
3642
  {
3643
- "cluster_id": "pr-scope-44606-2",
3644
  "pr_numbers": [
3645
- 44606,
3646
- 45086
3647
  ],
3648
- "representative_pr_number": 44606,
3649
- "average_similarity": 0.402,
3650
- "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
3651
  "shared_filenames": [
3652
- "src/transformers/tokenization_utils_tokenizers.py"
3653
  ],
3654
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3670
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3709
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3712
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170
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253
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380
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381
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442
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445
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587
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666
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667
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668
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669
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733
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759
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+ "src/transformers/cli/serve.py"
 
 
765
  ],
766
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767
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768
  ],
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+ "similarity": 0.304,
927
+ "content_similarity": 0.345,
928
  "size_similarity": 0.011,
929
  "breadth_similarity": 0.333,
930
  "concentration_similarity": 0.554,
 
949
  45389
950
  ],
951
  "representative_pr_number": 34667,
952
+ "average_similarity": 0.406,
953
  "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
954
  "shared_filenames": [
955
  "src/transformers/generation/utils.py"
 
961
  {
962
  "left_pr_number": 34667,
963
  "right_pr_number": 39683,
964
+ "similarity": 0.544,
965
+ "content_similarity": 0.46,
966
  "size_similarity": 0.478,
967
  "breadth_similarity": 1.0,
968
  "concentration_similarity": 1.0,
 
978
  {
979
  "left_pr_number": 34667,
980
  "right_pr_number": 45389,
981
+ "similarity": 0.522,
982
+ "content_similarity": 0.56,
983
  "size_similarity": 0.344,
984
  "breadth_similarity": 0.5,
985
  "concentration_similarity": 0.562,
 
995
  {
996
  "left_pr_number": 34667,
997
  "right_pr_number": 44872,
998
+ "similarity": 0.451,
999
+ "content_similarity": 0.372,
1000
  "size_similarity": 0.273,
1001
  "breadth_similarity": 1.0,
1002
  "concentration_similarity": 1.0,
 
1012
  {
1013
  "left_pr_number": 44757,
1014
  "right_pr_number": 44872,
1015
+ "similarity": 0.439,
1016
+ "content_similarity": 0.27,
1017
  "size_similarity": 0.667,
1018
  "breadth_similarity": 1.0,
1019
  "concentration_similarity": 1.0,
 
1029
  {
1030
  "left_pr_number": 39683,
1031
  "right_pr_number": 44872,
1032
+ "similarity": 0.429,
1033
+ "content_similarity": 0.371,
1034
  "size_similarity": 0.13,
1035
  "breadth_similarity": 1.0,
1036
  "concentration_similarity": 1.0,
 
1046
  {
1047
  "left_pr_number": 34667,
1048
  "right_pr_number": 44757,
1049
+ "similarity": 0.412,
1050
+ "content_similarity": 0.335,
1051
  "size_similarity": 0.182,
1052
  "breadth_similarity": 1.0,
1053
  "concentration_similarity": 1.0,
 
1063
  {
1064
  "left_pr_number": 39683,
1065
  "right_pr_number": 44757,
1066
+ "similarity": 0.397,
1067
+ "content_similarity": 0.334,
1068
  "size_similarity": 0.087,
1069
  "breadth_similarity": 1.0,
1070
  "concentration_similarity": 1.0,
 
1080
  {
1081
  "left_pr_number": 39683,
1082
  "right_pr_number": 45389,
1083
+ "similarity": 0.385,
1084
+ "content_similarity": 0.284,
1085
  "size_similarity": 0.719,
1086
  "breadth_similarity": 0.5,
1087
  "concentration_similarity": 0.562,
 
1095
  ]
1096
  },
1097
  {
1098
+ "left_pr_number": 44872,
1099
+ "right_pr_number": 45389,
1100
+ "similarity": 0.253,
1101
+ "content_similarity": 0.23,
1102
+ "size_similarity": 0.094,
1103
+ "breadth_similarity": 0.5,
1104
+ "concentration_similarity": 0.562,
1105
+ "shared_filenames": [
1106
+ "src/transformers/generation/utils.py"
1107
+ ],
1108
+ "shared_directories": [
1109
+ "src/transformers/generation",
1110
+ "src/transformers",
1111
+ "src"
1112
+ ]
1113
+ },
1114
+ {
1115
+ "left_pr_number": 44757,
1116
+ "right_pr_number": 45389,
1117
+ "similarity": 0.232,
1118
+ "content_similarity": 0.207,
1119
+ "size_similarity": 0.062,
1120
+ "breadth_similarity": 0.5,
1121
+ "concentration_similarity": 0.562,
1122
+ "shared_filenames": [
1123
+ "src/transformers/generation/utils.py"
1124
+ ],
1125
+ "shared_directories": [
1126
+ "src/transformers/generation",
1127
+ "src/transformers",
1128
+ "src"
1129
+ ]
1130
+ }
1131
+ ]
1132
+ },
1133
+ {
1134
+ "cluster_id": "pr-scope-44070-4",
1135
+ "pr_numbers": [
1136
+ 44070,
1137
+ 45118,
1138
+ 45283,
1139
+ 45296
1140
+ ],
1141
+ "representative_pr_number": 44070,
1142
+ "average_similarity": 0.664,
1143
+ "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`, `tests/quantization/ggml/test_ggml.py`; representative PR #44070.",
1144
+ "shared_filenames": [
1145
+ "src/transformers/integrations/ggml.py",
1146
+ "src/transformers/modeling_gguf_pytorch_utils.py",
1147
+ "tests/quantization/ggml/test_ggml.py"
1148
+ ],
1149
+ "shared_directories": [
1150
+ "src/transformers/integrations",
1151
+ "tests/quantization/ggml",
1152
+ "tests/quantization",
1153
+ "tests"
1154
+ ],
1155
+ "pairwise": [
1156
+ {
1157
+ "left_pr_number": 44070,
1158
+ "right_pr_number": 45296,
1159
+ "similarity": 0.877,
1160
+ "content_similarity": 0.893,
1161
+ "size_similarity": 0.702,
1162
+ "breadth_similarity": 1.0,
1163
+ "concentration_similarity": 0.932,
1164
+ "shared_filenames": [
1165
+ "src/transformers/integrations/ggml.py",
1166
+ "src/transformers/modeling_gguf_pytorch_utils.py",
1167
+ "tests/quantization/ggml/test_ggml.py"
1168
+ ],
1169
+ "shared_directories": [
1170
+ "src/transformers/integrations",
1171
+ "tests/quantization/ggml",
1172
+ "src/transformers",
1173
+ "tests/quantization",
1174
+ "src",
1175
+ "tests"
1176
+ ]
1177
+ },
1178
+ {
1179
+ "left_pr_number": 44070,
1180
+ "right_pr_number": 45118,
1181
+ "similarity": 0.65,
1182
+ "content_similarity": 0.613,
1183
+ "size_similarity": 0.717,
1184
+ "breadth_similarity": 0.75,
1185
+ "concentration_similarity": 0.775,
1186
+ "shared_filenames": [
1187
+ "src/transformers/integrations/ggml.py",
1188
+ "src/transformers/modeling_gguf_pytorch_utils.py",
1189
+ "tests/quantization/ggml/test_ggml.py"
1190
+ ],
1191
+ "shared_directories": [
1192
+ "src/transformers/integrations",
1193
+ "tests/quantization/ggml",
1194
+ "src/transformers",
1195
+ "tests/quantization",
1196
+ "src",
1197
+ "tests"
1198
+ ]
1199
+ },
1200
+ {
1201
+ "left_pr_number": 45118,
1202
+ "right_pr_number": 45283,
1203
+ "similarity": 0.646,
1204
+ "content_similarity": 0.666,
1205
+ "size_similarity": 0.549,
1206
+ "breadth_similarity": 0.5,
1207
+ "concentration_similarity": 0.959,
1208
+ "shared_filenames": [
1209
+ "src/transformers/integrations/ggml.py",
1210
+ "src/transformers/modeling_gguf_pytorch_utils.py"
1211
+ ],
1212
+ "shared_directories": [
1213
+ "src/transformers/integrations",
1214
+ "src/transformers",
1215
+ "src"
1216
+ ]
1217
+ },
1218
+ {
1219
+ "left_pr_number": 45118,
1220
+ "right_pr_number": 45296,
1221
+ "similarity": 0.643,
1222
+ "content_similarity": 0.552,
1223
+ "size_similarity": 0.979,
1224
+ "breadth_similarity": 0.75,
1225
+ "concentration_similarity": 0.707,
1226
+ "shared_filenames": [
1227
+ "src/transformers/integrations/ggml.py",
1228
+ "src/transformers/modeling_gguf_pytorch_utils.py",
1229
+ "tests/quantization/ggml/test_ggml.py"
1230
+ ],
1231
+ "shared_directories": [
1232
+ "src/transformers/integrations",
1233
+ "tests/quantization/ggml",
1234
+ "src/transformers",
1235
+ "tests/quantization",
1236
+ "src",
1237
+ "tests"
1238
+ ]
1239
+ },
1240
+ {
1241
+ "left_pr_number": 44070,
1242
+ "right_pr_number": 45283,
1243
+ "similarity": 0.628,
1244
+ "content_similarity": 0.666,
1245
+ "size_similarity": 0.393,
1246
+ "breadth_similarity": 0.667,
1247
+ "concentration_similarity": 0.733,
1248
  "shared_filenames": [
1249
+ "src/transformers/integrations/ggml.py",
1250
+ "src/transformers/modeling_gguf_pytorch_utils.py"
1251
  ],
1252
  "shared_directories": [
1253
+ "src/transformers/integrations",
1254
  "src/transformers",
1255
  "src"
1256
  ]
1257
  },
1258
  {
1259
+ "left_pr_number": 45283,
1260
+ "right_pr_number": 45296,
1261
+ "similarity": 0.541,
1262
+ "content_similarity": 0.51,
1263
+ "size_similarity": 0.56,
1264
+ "breadth_similarity": 0.667,
1265
+ "concentration_similarity": 0.665,
1266
  "shared_filenames": [
1267
+ "src/transformers/integrations/ggml.py",
1268
+ "src/transformers/modeling_gguf_pytorch_utils.py"
1269
  ],
1270
  "shared_directories": [
1271
+ "src/transformers/integrations",
1272
  "src/transformers",
1273
  "src"
1274
  ]
 
1284
  45444
1285
  ],
1286
  "representative_pr_number": 45317,
1287
+ "average_similarity": 0.548,
1288
  "summary": "4 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/tokenization_utils_tokenizers.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45317.",
1289
  "shared_filenames": [
1290
  "tests/models/auto/test_tokenization_auto.py",
 
1302
  {
1303
  "left_pr_number": 45317,
1304
  "right_pr_number": 45444,
1305
+ "similarity": 0.81,
1306
+ "content_similarity": 0.872,
1307
+ "size_similarity": 0.386,
1308
  "breadth_similarity": 1.0,
1309
+ "concentration_similarity": 0.835,
1310
  "shared_filenames": [
1311
  "src/transformers/tokenization_utils_tokenizers.py",
1312
  "tests/models/auto/test_tokenization_auto.py"
 
1322
  {
1323
  "left_pr_number": 45078,
1324
  "right_pr_number": 45444,
1325
+ "similarity": 0.535,
1326
+ "content_similarity": 0.45,
1327
+ "size_similarity": 0.6,
1328
  "breadth_similarity": 1.0,
1329
+ "concentration_similarity": 0.605,
1330
  "shared_filenames": [
1331
  "tests/models/auto/test_tokenization_auto.py"
1332
  ],
 
1341
  {
1342
  "left_pr_number": 45078,
1343
  "right_pr_number": 45293,
1344
+ "similarity": 0.521,
1345
+ "content_similarity": 0.442,
1346
  "size_similarity": 0.476,
1347
  "breadth_similarity": 1.0,
1348
  "concentration_similarity": 0.798,
 
1363
  {
1364
  "left_pr_number": 45078,
1365
  "right_pr_number": 45317,
1366
+ "similarity": 0.505,
1367
+ "content_similarity": 0.385,
1368
  "size_similarity": 0.643,
1369
  "breadth_similarity": 1.0,
1370
  "concentration_similarity": 0.77,
 
1382
  {
1383
  "left_pr_number": 45293,
1384
  "right_pr_number": 45317,
1385
+ "similarity": 0.493,
1386
+ "content_similarity": 0.333,
1387
  "size_similarity": 0.741,
1388
  "breadth_similarity": 1.0,
1389
  "concentration_similarity": 0.972,
 
1401
  {
1402
  "left_pr_number": 45293,
1403
  "right_pr_number": 45444,
1404
+ "similarity": 0.422,
1405
+ "content_similarity": 0.341,
1406
+ "size_similarity": 0.286,
1407
  "breadth_similarity": 1.0,
1408
+ "concentration_similarity": 0.807,
1409
  "shared_filenames": [
1410
  "tests/models/auto/test_tokenization_auto.py"
1411
  ],
 
1423
  "cluster_id": "pr-scope-45294-4",
1424
  "pr_numbers": [
1425
  45294,
 
1426
  45388,
1427
+ 45438,
1428
+ 45454
1429
  ],
1430
  "representative_pr_number": 45438,
1431
+ "average_similarity": 0.465,
1432
+ "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45438.",
1433
  "shared_filenames": [
1434
  "src/transformers/models/gemma4/modeling_gemma4.py",
1435
  "src/transformers/models/gemma4/modular_gemma4.py",
 
1436
  "tests/models/gemma4/test_modeling_gemma4.py",
1437
+ "docs/source/en/model_doc/gemma4.md",
1438
  "src/transformers/models/auto/modeling_auto.py"
1439
  ],
1440
  "shared_directories": [
1441
  "src/transformers/models/gemma4",
1442
  "src/transformers/models",
1443
+ "tests/models/gemma4",
1444
  "tests/models",
1445
  "tests",
1446
  "docs/source/en/model_doc",
1447
  "src/transformers/models/auto",
 
1448
  "docs/source/en"
1449
  ],
1450
  "pairwise": [
1451
  {
1452
  "left_pr_number": 45294,
1453
  "right_pr_number": 45438,
1454
+ "similarity": 0.802,
1455
+ "content_similarity": 0.842,
1456
+ "size_similarity": 0.42,
1457
  "breadth_similarity": 1.0,
1458
+ "concentration_similarity": 0.989,
1459
  "shared_filenames": [
1460
  "docs/source/en/model_doc/gemma4.md",
1461
  "src/transformers/models/auto/modeling_auto.py",
 
1477
  ]
1478
  },
1479
  {
1480
+ "left_pr_number": 45438,
1481
+ "right_pr_number": 45454,
1482
+ "similarity": 0.469,
1483
+ "content_similarity": 0.394,
1484
+ "size_similarity": 0.647,
1485
+ "breadth_similarity": 0.757,
1486
+ "concentration_similarity": 0.405,
1487
  "shared_filenames": [
1488
  "src/transformers/models/gemma4/modeling_gemma4.py",
1489
+ "src/transformers/models/gemma4/modular_gemma4.py",
1490
+ "tests/models/gemma4/test_modeling_gemma4.py"
1491
  ],
1492
  "shared_directories": [
1493
  "src/transformers/models/gemma4",
1494
  "src/transformers/models",
1495
+ "tests/models/gemma4",
1496
  "src/transformers",
1497
  "tests/models",
1498
  "src",
 
1501
  },
1502
  {
1503
  "left_pr_number": 45294,
1504
+ "right_pr_number": 45454,
1505
+ "similarity": 0.431,
1506
+ "content_similarity": 0.338,
1507
+ "size_similarity": 0.649,
1508
+ "breadth_similarity": 0.757,
1509
+ "concentration_similarity": 0.416,
1510
  "shared_filenames": [
1511
  "src/transformers/models/gemma4/modeling_gemma4.py",
1512
+ "src/transformers/models/gemma4/modular_gemma4.py",
1513
+ "tests/models/gemma4/test_modeling_gemma4.py"
1514
  ],
1515
  "shared_directories": [
1516
  "src/transformers/models/gemma4",
1517
  "src/transformers/models",
1518
+ "tests/models/gemma4",
1519
  "src/transformers",
1520
+ "tests/models",
1521
+ "src",
1522
+ "tests"
1523
  ]
1524
  },
1525
  {
1526
  "left_pr_number": 45294,
1527
+ "right_pr_number": 45388,
1528
+ "similarity": 0.423,
1529
+ "content_similarity": 0.307,
1530
+ "size_similarity": 0.633,
1531
+ "breadth_similarity": 0.65,
1532
+ "concentration_similarity": 0.961,
1533
  "shared_filenames": [
1534
  "src/transformers/models/gemma4/modeling_gemma4.py",
1535
  "src/transformers/models/gemma4/modular_gemma4.py"
 
1538
  "src/transformers/models/gemma4",
1539
  "src/transformers/models",
1540
  "src/transformers",
1541
+ "src"
 
 
1542
  ]
1543
  },
1544
  {
1545
  "left_pr_number": 45388,
1546
  "right_pr_number": 45438,
1547
+ "similarity": 0.397,
1548
+ "content_similarity": 0.347,
1549
+ "size_similarity": 0.266,
1550
  "breadth_similarity": 0.65,
1551
+ "concentration_similarity": 0.972,
1552
  "shared_filenames": [
1553
  "src/transformers/models/gemma4/modeling_gemma4.py",
1554
  "src/transformers/models/gemma4/modular_gemma4.py"
 
1561
  ]
1562
  },
1563
  {
1564
+ "left_pr_number": 45388,
1565
+ "right_pr_number": 45454,
1566
+ "similarity": 0.27,
1567
+ "content_similarity": 0.201,
1568
+ "size_similarity": 0.411,
1569
+ "breadth_similarity": 0.486,
1570
+ "concentration_similarity": 0.377,
1571
  "shared_filenames": [
1572
  "src/transformers/models/gemma4/modeling_gemma4.py",
1573
  "src/transformers/models/gemma4/modular_gemma4.py"
 
1589
  44973,
1590
  45396
1591
  ],
1592
+ "representative_pr_number": 44157,
1593
+ "average_similarity": 0.448,
1594
+ "summary": "4 open PRs share weighted file overlap around `src/transformers/models/glm_ocr/modular_glm_ocr.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #44157.",
1595
  "shared_filenames": [
1596
  "src/transformers/models/glm_ocr/modular_glm_ocr.py",
1597
  "src/transformers/models/glm4v/modeling_glm4v.py",
 
1609
  "src/transformers/models/qwen3_5_moe",
1610
  "src/transformers/models/video_llama_3",
1611
  "src/transformers/models/glm4v_moe",
1612
+ "src/transformers/models/qwen2_vl",
1613
+ "src/transformers/models/qwen2_5_omni"
1614
  ],
1615
  "pairwise": [
1616
  {
1617
  "left_pr_number": 44157,
1618
  "right_pr_number": 45396,
1619
  "similarity": 0.6,
1620
+ "content_similarity": 0.64,
1621
+ "size_similarity": 0.334,
1622
  "breadth_similarity": 0.544,
1623
+ "concentration_similarity": 0.954,
1624
  "shared_filenames": [
1625
  "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
1626
  "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py",
 
1649
  {
1650
  "left_pr_number": 44157,
1651
  "right_pr_number": 44973,
1652
+ "similarity": 0.551,
1653
+ "content_similarity": 0.588,
1654
  "size_similarity": 0.029,
1655
  "breadth_similarity": 0.896,
1656
  "concentration_similarity": 0.919,
 
1682
  {
1683
  "left_pr_number": 41992,
1684
  "right_pr_number": 45396,
1685
+ "similarity": 0.521,
1686
+ "content_similarity": 0.473,
1687
+ "size_similarity": 0.631,
1688
  "breadth_similarity": 0.544,
1689
+ "concentration_similarity": 0.831,
1690
  "shared_filenames": [
 
 
1691
  "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
1692
  "src/transformers/models/ernie4_5_vl_moe/modular_ernie4_5_vl_moe.py",
1693
  "src/transformers/models/esm/configuration_esm.py",
 
1695
  "src/transformers/models/glm4v/modeling_glm4v.py",
1696
  "src/transformers/models/glm4v/modular_glm4v.py",
1697
  "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
1698
+ "src/transformers/models/glm_image/modeling_glm_image.py",
1699
+ "src/transformers/models/glm_image/modular_glm_image.py",
1700
+ "src/transformers/models/glm_ocr/modeling_glm_ocr.py"
1701
  ],
1702
  "shared_directories": [
 
1703
  "src/transformers/models/ernie4_5_vl_moe",
1704
  "src/transformers/models/esm",
1705
  "src/transformers/models/glm46v",
 
1708
  "src/transformers/models/glm_image",
1709
  "src/transformers/models/glm_ocr",
1710
  "src/transformers/models/paddleocr_vl",
1711
+ "src/transformers/models/qwen2_5_omni",
1712
+ "src/transformers/models/qwen2_5_vl"
1713
  ]
1714
  },
1715
  {
1716
  "left_pr_number": 44973,
1717
  "right_pr_number": 45396,
1718
+ "similarity": 0.386,
1719
+ "content_similarity": 0.41,
1720
  "size_similarity": 0.01,
1721
  "breadth_similarity": 0.489,
1722
+ "concentration_similarity": 0.965,
1723
  "shared_filenames": [
1724
  "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
1725
  "src/transformers/models/glm4v/modeling_glm4v.py",
 
1748
  {
1749
  "left_pr_number": 41992,
1750
  "right_pr_number": 44157,
1751
+ "similarity": 0.375,
1752
+ "content_similarity": 0.392,
1753
  "size_similarity": 0.211,
1754
  "breadth_similarity": 0.296,
1755
  "concentration_similarity": 0.785,
 
1781
  {
1782
  "left_pr_number": 41992,
1783
  "right_pr_number": 44973,
1784
+ "similarity": 0.254,
1785
+ "content_similarity": 0.262,
1786
  "size_similarity": 0.006,
1787
  "breadth_similarity": 0.266,
1788
  "concentration_similarity": 0.866,
 
1821
  44722
1822
  ],
1823
  "representative_pr_number": 44722,
1824
+ "average_similarity": 0.941,
1825
  "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.",
1826
  "shared_filenames": [
1827
  "src/transformers/models/gptj/modeling_gptj.py",
 
1891
  }
1892
  ]
1893
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1894
  {
1895
  "cluster_id": "pr-scope-44015-3",
1896
  "pr_numbers": [
 
1899
  44676
1900
  ],
1901
  "representative_pr_number": 44059,
1902
+ "average_similarity": 0.571,
1903
  "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
1904
  "shared_filenames": [
1905
  "src/transformers/models/gpt2/modeling_gpt2.py"
 
1912
  {
1913
  "left_pr_number": 44059,
1914
  "right_pr_number": 44676,
1915
+ "similarity": 0.687,
1916
+ "content_similarity": 0.754,
1917
  "size_similarity": 0.062,
1918
  "breadth_similarity": 1.0,
1919
  "concentration_similarity": 1.0,
 
1930
  {
1931
  "left_pr_number": 44015,
1932
  "right_pr_number": 44059,
1933
+ "similarity": 0.61,
1934
+ "content_similarity": 0.673,
1935
  "size_similarity": 0.543,
1936
  "breadth_similarity": 0.333,
1937
  "concentration_similarity": 0.488,
 
1973
  45077
1974
  ],
1975
  "representative_pr_number": 45077,
1976
+ "average_similarity": 0.529,
1977
  "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.",
1978
  "shared_filenames": [
1979
  ".github/workflows/build-ci-docker-images.yml",
 
1993
  {
1994
  "left_pr_number": 42975,
1995
  "right_pr_number": 45077,
1996
+ "similarity": 0.681,
1997
+ "content_similarity": 0.626,
1998
  "size_similarity": 0.731,
1999
  "breadth_similarity": 0.833,
2000
  "concentration_similarity": 1.0,
 
2018
  {
2019
  "left_pr_number": 42976,
2020
  "right_pr_number": 45077,
2021
+ "similarity": 0.492,
2022
+ "content_similarity": 0.522,
2023
  "size_similarity": 0.074,
2024
  "breadth_similarity": 0.659,
2025
  "concentration_similarity": 1.0,
 
2038
  {
2039
  "left_pr_number": 42975,
2040
  "right_pr_number": 42976,
2041
+ "similarity": 0.414,
2042
+ "content_similarity": 0.412,
2043
  "size_similarity": 0.101,
2044
  "breadth_similarity": 0.606,
2045
  "concentration_similarity": 1.0,
 
2100
  {
2101
  "left_pr_number": 43997,
2102
  "right_pr_number": 44007,
2103
+ "similarity": 0.619,
2104
  "content_similarity": 0.653,
2105
  "size_similarity": 0.679,
2106
  "breadth_similarity": 0.333,
 
2125
  "concentration_similarity": 1.0,
2126
  "shared_filenames": [],
2127
  "shared_directories": [
2128
+ "src/transformers/models",
2129
+ "src/transformers",
2130
+ "src"
2131
+ ]
2132
+ }
2133
+ ]
2134
+ },
2135
+ {
2136
+ "cluster_id": "pr-scope-41097-3",
2137
+ "pr_numbers": [
2138
+ 41097,
2139
+ 43549,
2140
+ 44547
2141
+ ],
2142
+ "representative_pr_number": 43549,
2143
+ "average_similarity": 0.467,
2144
+ "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
2145
+ "shared_filenames": [
2146
+ "src/transformers/modeling_flash_attention_utils.py"
2147
+ ],
2148
+ "shared_directories": [],
2149
+ "pairwise": [
2150
+ {
2151
+ "left_pr_number": 41097,
2152
+ "right_pr_number": 43549,
2153
+ "similarity": 0.552,
2154
+ "content_similarity": 0.446,
2155
+ "size_similarity": 0.6,
2156
+ "breadth_similarity": 1.0,
2157
+ "concentration_similarity": 1.0,
2158
+ "shared_filenames": [
2159
+ "src/transformers/modeling_flash_attention_utils.py"
2160
+ ],
2161
+ "shared_directories": [
2162
+ "src/transformers",
2163
+ "src"
2164
+ ]
2165
+ },
2166
+ {
2167
+ "left_pr_number": 43549,
2168
+ "right_pr_number": 44547,
2169
+ "similarity": 0.441,
2170
+ "content_similarity": 0.358,
2171
+ "size_similarity": 0.267,
2172
+ "breadth_similarity": 1.0,
2173
+ "concentration_similarity": 1.0,
2174
+ "shared_filenames": [
2175
+ "src/transformers/modeling_flash_attention_utils.py"
2176
+ ],
2177
+ "shared_directories": [
2178
+ "src/transformers",
2179
+ "src"
2180
+ ]
2181
+ },
2182
+ {
2183
+ "left_pr_number": 41097,
2184
+ "right_pr_number": 44547,
2185
+ "similarity": 0.408,
2186
+ "content_similarity": 0.334,
2187
+ "size_similarity": 0.16,
2188
+ "breadth_similarity": 1.0,
2189
+ "concentration_similarity": 1.0,
2190
+ "shared_filenames": [
2191
+ "src/transformers/modeling_flash_attention_utils.py"
2192
+ ],
2193
+ "shared_directories": [
2194
+ "src/transformers",
2195
+ "src"
2196
+ ]
2197
+ }
2198
+ ]
2199
+ },
2200
+ {
2201
+ "cluster_id": "pr-scope-44974-3",
2202
+ "pr_numbers": [
2203
+ 44974,
2204
+ 45421,
2205
+ 45448
2206
+ ],
2207
+ "representative_pr_number": 44974,
2208
+ "average_similarity": 0.445,
2209
+ "summary": "3 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`; representative PR #44974.",
2210
+ "shared_filenames": [
2211
+ "src/transformers/core_model_loading.py",
2212
+ "tests/utils/test_core_model_loading.py"
2213
+ ],
2214
+ "shared_directories": [
2215
+ "tests",
2216
+ "tests/utils"
2217
+ ],
2218
+ "pairwise": [
2219
+ {
2220
+ "left_pr_number": 44974,
2221
+ "right_pr_number": 45448,
2222
+ "similarity": 0.595,
2223
+ "content_similarity": 0.594,
2224
+ "size_similarity": 0.455,
2225
+ "breadth_similarity": 0.633,
2226
+ "concentration_similarity": 0.959,
2227
+ "shared_filenames": [
2228
+ "src/transformers/core_model_loading.py",
2229
+ "tests/utils/test_core_model_loading.py"
2230
+ ],
2231
+ "shared_directories": [
2232
+ "src/transformers",
2233
+ "tests/utils",
2234
+ "src",
2235
+ "tests"
2236
+ ]
2237
+ },
2238
+ {
2239
+ "left_pr_number": 44974,
2240
+ "right_pr_number": 45421,
2241
+ "similarity": 0.43,
2242
+ "content_similarity": 0.314,
2243
+ "size_similarity": 0.735,
2244
+ "breadth_similarity": 0.667,
2245
+ "concentration_similarity": 0.657,
2246
+ "shared_filenames": [
2247
+ "src/transformers/core_model_loading.py"
2248
+ ],
2249
+ "shared_directories": [
2250
  "src/transformers",
2251
+ "src",
2252
+ "tests"
2253
+ ]
2254
+ },
2255
+ {
2256
+ "left_pr_number": 45421,
2257
+ "right_pr_number": 45448,
2258
+ "similarity": 0.309,
2259
+ "content_similarity": 0.206,
2260
+ "size_similarity": 0.619,
2261
+ "breadth_similarity": 0.417,
2262
+ "concentration_similarity": 0.616,
2263
+ "shared_filenames": [
2264
+ "src/transformers/core_model_loading.py"
2265
+ ],
2266
+ "shared_directories": [
2267
+ "src/transformers",
2268
+ "src",
2269
+ "tests"
2270
  ]
2271
  }
2272
  ]
2273
  },
2274
  {
2275
+ "cluster_id": "pr-scope-44889-3",
2276
  "pr_numbers": [
2277
+ 44889,
2278
+ 44981,
2279
+ 45402
2280
  ],
2281
+ "representative_pr_number": 44889,
2282
+ "average_similarity": 0.396,
2283
+ "summary": "3 open PRs share weighted file overlap around `tests/trainer/distributed/test_trainer_distributed_deepspeed.py`, `src/transformers/trainer.py`; representative PR #44889.",
2284
  "shared_filenames": [
2285
+ "tests/trainer/distributed/test_trainer_distributed_deepspeed.py",
2286
+ "src/transformers/trainer.py"
2287
+ ],
2288
+ "shared_directories": [
2289
+ "tests/trainer",
2290
+ "tests",
2291
+ "tests/trainer/distributed"
2292
  ],
 
2293
  "pairwise": [
2294
  {
2295
+ "left_pr_number": 44889,
2296
+ "right_pr_number": 45402,
2297
+ "similarity": 0.506,
2298
+ "content_similarity": 0.424,
2299
+ "size_similarity": 0.421,
2300
  "breadth_similarity": 1.0,
2301
+ "concentration_similarity": 0.927,
2302
  "shared_filenames": [
2303
+ "tests/trainer/distributed/test_trainer_distributed_deepspeed.py"
2304
  ],
2305
  "shared_directories": [
2306
+ "tests/trainer/distributed",
2307
  "src/transformers",
2308
+ "tests/trainer",
2309
+ "src",
2310
+ "tests"
2311
  ]
2312
  },
2313
  {
2314
+ "left_pr_number": 44889,
2315
+ "right_pr_number": 44981,
2316
+ "similarity": 0.408,
2317
+ "content_similarity": 0.169,
2318
+ "size_similarity": 0.991,
2319
  "breadth_similarity": 1.0,
2320
+ "concentration_similarity": 0.812,
2321
  "shared_filenames": [
2322
+ "src/transformers/trainer.py"
2323
  ],
2324
  "shared_directories": [
2325
  "src/transformers",
2326
+ "tests/trainer",
2327
+ "src",
2328
+ "tests"
2329
  ]
2330
  },
2331
  {
2332
+ "left_pr_number": 44981,
2333
+ "right_pr_number": 45402,
2334
+ "similarity": 0.275,
2335
+ "content_similarity": 0.097,
2336
+ "size_similarity": 0.417,
2337
  "breadth_similarity": 1.0,
2338
+ "concentration_similarity": 0.885,
2339
+ "shared_filenames": [],
 
 
2340
  "shared_directories": [
2341
  "src/transformers",
2342
+ "tests/trainer",
2343
+ "src",
2344
+ "tests"
2345
  ]
2346
  }
2347
  ]
 
2354
  44550
2355
  ],
2356
  "representative_pr_number": 44550,
2357
+ "average_similarity": 0.373,
2358
  "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
2359
  "shared_filenames": [],
2360
  "shared_directories": [
 
2367
  {
2368
  "left_pr_number": 33686,
2369
  "right_pr_number": 44550,
2370
+ "similarity": 0.397,
2371
+ "content_similarity": 0.139,
2372
  "size_similarity": 1.0,
2373
  "breadth_similarity": 1.0,
2374
  "concentration_similarity": 1.0,
 
2383
  {
2384
  "left_pr_number": 44407,
2385
  "right_pr_number": 44550,
2386
+ "similarity": 0.367,
2387
+ "content_similarity": 0.106,
2388
  "size_similarity": 0.957,
2389
  "breadth_similarity": 1.0,
2390
  "concentration_similarity": 1.0,
 
2398
  {
2399
  "left_pr_number": 33686,
2400
  "right_pr_number": 44407,
2401
+ "similarity": 0.356,
2402
+ "content_similarity": 0.089,
2403
  "size_similarity": 0.957,
2404
  "breadth_similarity": 1.0,
2405
  "concentration_similarity": 1.0,
 
2557
  }
2558
  ]
2559
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2560
  {
2561
  "cluster_id": "pr-scope-43543-2",
2562
  "pr_numbers": [
 
2564
  43775
2565
  ],
2566
  "representative_pr_number": 43543,
2567
+ "average_similarity": 0.819,
2568
  "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.",
2569
  "shared_filenames": [
2570
  "src/transformers/models/dbrx/modeling_dbrx.py",
 
2573
  "src/transformers/models/jetmoe/modeling_jetmoe.py",
2574
  "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
2575
  "src/transformers/models/mixtral/modeling_mixtral.py",
2576
+ "src/transformers/models/mixtral/modular_mixtral.py",
2577
+ "src/transformers/models/phimoe/modeling_phimoe.py"
2578
  ],
2579
  "shared_directories": [
2580
  "src/transformers/models/dbrx",
2581
  "src/transformers/models/ernie4_5_moe",
2582
  "src/transformers/models/jetmoe",
2583
  "src/transformers/models/minimax_m2",
2584
+ "src/transformers/models/mixtral",
2585
  "src/transformers/models/phimoe",
2586
  "src/transformers/models/flex_olmo",
2587
+ "src/transformers/models/jamba"
 
2588
  ],
2589
  "pairwise": [
2590
  {
2591
  "left_pr_number": 43543,
2592
  "right_pr_number": 43775,
2593
+ "similarity": 0.819,
2594
+ "content_similarity": 0.913,
2595
  "size_similarity": 0.2,
2596
  "breadth_similarity": 1.0,
2597
  "concentration_similarity": 1.0,
 
2726
  45144
2727
  ],
2728
  "representative_pr_number": 43020,
2729
+ "average_similarity": 0.68,
2730
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py`; representative PR #43020.",
2731
  "shared_filenames": [
2732
  "src/transformers/models/mimo_v2_flash/__init__.py",
 
2750
  {
2751
  "left_pr_number": 43020,
2752
  "right_pr_number": 45144,
2753
+ "similarity": 0.68,
2754
+ "content_similarity": 0.696,
2755
  "size_similarity": 0.545,
2756
  "breadth_similarity": 0.661,
2757
+ "concentration_similarity": 0.9,
2758
  "shared_filenames": [
2759
  "src/transformers/models/__init__.py",
2760
  "src/transformers/models/auto/configuration_auto.py",
 
2785
  43816
2786
  ],
2787
  "representative_pr_number": 43779,
2788
+ "average_similarity": 0.665,
2789
  "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.",
2790
  "shared_filenames": [
2791
  "src/transformers/integrations/integration_utils.py"
 
2797
  {
2798
  "left_pr_number": 43779,
2799
  "right_pr_number": 43816,
2800
+ "similarity": 0.665,
2801
  "content_similarity": 0.683,
2802
  "size_similarity": 0.25,
2803
  "breadth_similarity": 1.0,
 
2813
  }
2814
  ]
2815
  },
2816
+ {
2817
+ "cluster_id": "pr-scope-45274-2",
2818
+ "pr_numbers": [
2819
+ 45274,
2820
+ 45323
2821
+ ],
2822
+ "representative_pr_number": 45274,
2823
+ "average_similarity": 0.648,
2824
+ "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/continuous_batching/continuous_api.py`, `src/transformers/generation/continuous_batching/input_outputs.py`, `src/transformers/generation/continuous_batching/utils.py`; representative PR #45274.",
2825
+ "shared_filenames": [
2826
+ "src/transformers/generation/continuous_batching/continuous_api.py",
2827
+ "src/transformers/generation/continuous_batching/input_outputs.py",
2828
+ "src/transformers/generation/continuous_batching/utils.py",
2829
+ "tests/generation/test_continuous_batching.py"
2830
+ ],
2831
+ "shared_directories": [
2832
+ "src/transformers/generation/continuous_batching",
2833
+ "src/transformers/generation",
2834
+ "tests/generation",
2835
+ "tests"
2836
+ ],
2837
+ "pairwise": [
2838
+ {
2839
+ "left_pr_number": 45274,
2840
+ "right_pr_number": 45323,
2841
+ "similarity": 0.648,
2842
+ "content_similarity": 0.63,
2843
+ "size_similarity": 0.713,
2844
+ "breadth_similarity": 0.607,
2845
+ "concentration_similarity": 0.781,
2846
+ "shared_filenames": [
2847
+ "src/transformers/generation/continuous_batching/continuous_api.py",
2848
+ "src/transformers/generation/continuous_batching/input_outputs.py",
2849
+ "src/transformers/generation/continuous_batching/utils.py",
2850
+ "tests/generation/test_continuous_batching.py"
2851
+ ],
2852
+ "shared_directories": [
2853
+ "src/transformers/generation/continuous_batching",
2854
+ "src/transformers/generation",
2855
+ "src/transformers",
2856
+ "tests/generation",
2857
+ "src",
2858
+ "tests"
2859
+ ]
2860
+ }
2861
+ ]
2862
+ },
2863
  {
2864
  "cluster_id": "pr-scope-44101-2",
2865
  "pr_numbers": [
 
2920
  "left_pr_number": 43085,
2921
  "right_pr_number": 45384,
2922
  "similarity": 0.543,
2923
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2925
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2926
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2945
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2946
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2947
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2948
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2949
  "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.",
2950
  "shared_filenames": [
2951
  "utils/notification_service.py",
 
2965
  {
2966
  "left_pr_number": 43532,
2967
  "right_pr_number": 43649,
2968
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2969
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2970
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2971
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2972
  "concentration_similarity": 0.893,
 
3029
  45422
3030
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3031
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3032
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3033
  "summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.",
3034
  "shared_filenames": [
3035
  "tests/test_processing_common.py",
 
3042
  {
3043
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3044
  "right_pr_number": 45422,
3045
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3046
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3047
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3048
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3049
  "concentration_similarity": 0.802,
 
3209
  45413
3210
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3211
  "representative_pr_number": 42112,
3212
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3213
  "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`; representative PR #42112.",
3214
  "shared_filenames": [
3215
  "src/transformers/generation/logits_process.py",
 
3224
  {
3225
  "left_pr_number": 42112,
3226
  "right_pr_number": 45413,
3227
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3228
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3229
  "size_similarity": 0.019,
3230
  "breadth_similarity": 0.458,
3231
  "concentration_similarity": 0.969,
 
3250
  45233
3251
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3252
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3253
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3254
  "summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`; representative PR #40755.",
3255
  "shared_filenames": [
3256
  "src/transformers/models/timesfm/modeling_timesfm.py",
 
3266
  {
3267
  "left_pr_number": 40755,
3268
  "right_pr_number": 45233,
3269
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3270
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3271
  "size_similarity": 0.211,
3272
  "breadth_similarity": 1.0,
3273
  "concentration_similarity": 0.901,
 
3293
  44615
3294
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3295
  "representative_pr_number": 44385,
3296
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3297
  "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44385.",
3298
  "shared_filenames": [
3299
  "src/transformers/utils/import_utils.py"
 
3305
  {
3306
  "left_pr_number": 44385,
3307
  "right_pr_number": 44615,
3308
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3309
+ "content_similarity": 0.341,
3310
  "size_similarity": 0.371,
3311
  "breadth_similarity": 0.667,
3312
  "concentration_similarity": 1.0,
 
3359
  ]
3360
  },
3361
  {
3362
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3363
  "pr_numbers": [
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3365
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3367
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3369
+ "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
3370
  "shared_filenames": [
3371
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3372
  ],
3373
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3374
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  {
3376
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3377
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3379
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3380
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3381
  "breadth_similarity": 1.0,
3382
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3383
  "shared_filenames": [
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3385
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3386
  "shared_directories": [
3387
  "src/transformers",
3388
+ "src"
 
 
3389
  ]
3390
  }
3391
  ]
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  },
3393
  {
3394
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3395
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+ "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/utils.py`, `tests/cli/test_serve.py`; representative PR #45443.",
3402
  "shared_filenames": [
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+ "src/transformers/cli/serving/utils.py",
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+ "tests/cli/test_serve.py"
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  "shared_directories": [
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+ "src/transformers/cli/serving",
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+ "src/transformers/cli",
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3410
  "tests"
3411
  ],
3412
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  {
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+ "content_similarity": 0.41,
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+ "breadth_similarity": 0.533,
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+ "concentration_similarity": 0.637,
3421
  "shared_filenames": [
3422
+ "src/transformers/cli/serving/utils.py",
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+ "tests/cli/test_serve.py"
3424
  ],
3425
  "shared_directories": [
3426
+ "src/transformers/cli/serving",
3427
+ "src/transformers/cli",
3428
  "src/transformers",
3429
+ "tests/cli",
3430
  "src",
3431
  "tests"
3432
  ]
 
3434
  ]
3435
  },
3436
  {
3437
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  "pr_numbers": [
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+ "average_similarity": 0.388,
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+ "summary": "2 open PRs share weighted file overlap around `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #43757.",
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  "shared_filenames": [
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+ "src/transformers/modeling_gguf_pytorch_utils.py"
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  ],
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  "shared_directories": [],
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  {
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+ "breadth_similarity": 0.75,
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+ "concentration_similarity": 0.533,
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  "shared_filenames": [
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+ "src/transformers/modeling_gguf_pytorch_utils.py"
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  ],
3461
  "shared_directories": [
3462
  "src/transformers",
 
3464
  ]
3465
  }
3466
  ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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