content: [tool.coverage.run]
  source = ["transformers"]
  omit = [
      "*/convert_*",
      "*/__main__.py"
  ]
  
  [tool.coverage.report]
  exclude_lines = [
      "pragma: no cover",
      "raise",
      "except",
      "register_parameter"
  ]
  
  [tool.ruff]
  line-length = 119
  
  [tool.ruff.lint]
  # Never enforce `E501` (line length violations).
  ignore = ["C901", "E501", "E741", "F402", "F823" ]
  select = ["C", "E", "F", "I", "W"]
  
  # Ignore import violations in all `__init__.py` files.
  [tool.ruff.lint.per-file-ignores]
  "__init__.py" = ["E402", "F401", "F403", "F811"]
  "src/transformers/file_utils.py" = ["F401"]
  "src/transformers/utils/dummy_*.py" = ["F401"]
  
  [tool.ruff.lint.isort]
  lines-after-imports = 2
  known-first-party = ["transformers"]
  
  [tool.ruff.format]
  # Like Black, use double quotes for strings.
  quote-style = "double"
  
  # Like Black, indent with spaces, rather than tabs.
  indent-style = "space"
  
  # Like Black, respect magic trailing commas.
  skip-magic-trailing-comma = false
  
  # Like Black, automatically detect the appropriate line ending.
  line-ending = "auto"
  
  [tool.pytest.ini_options]
  addopts = "--doctest-glob='**/*.md'"
  doctest_optionflags="NUMBER NORMALIZE_WHITESPACE ELLIPSIS"
  markers = [
      "flash_attn_test: marks tests related to flash attention (deselect with '-m \"not flash_attn_test\"')",
      "bitsandbytes: select (or deselect with `not`) bitsandbytes integration tests",
      "generate: marks tests that use the GenerationTesterMixin"
  ]
  