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[build-system]
requires = ["setuptools>=68", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "quantllm"
version = "2.1.0"
description = "Ultra-fast LLM quantization, fine-tuning, and deployment with one line of code"
readme = "README.md"
license = {text = "MIT"}
authors = [
{name = "Dark Coder", email = "codewithdark90@gmail.com"},
]
requires-python = ">=3.10"
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries :: Python Modules",
]
keywords = [
"llm", "quantization", "gguf", "transformers", "pytorch",
"fine-tuning", "lora", "inference", "llama", "mistral",
"machine-learning", "deep-learning", "nlp",
]
dependencies = [
"torch>=2.0.0",
"transformers>=4.36.0",
"datasets>=2.14.0",
"accelerate>=0.24.0",
"peft>=0.6.0",
"bitsandbytes>=0.41.0",
"scipy>=1.10.0",
"scikit-learn>=1.3.0",
"tqdm>=4.65.0",
"numpy>=1.24.0",
"sentencepiece>=0.1.99",
"protobuf>=3.20.0",
"einops>=0.7.0",
"psutil>=5.9.0",
"huggingface-hub>=0.19.0",
"rich>=13.0.0",
"gguf>=0.10.0",
]
[project.optional-dependencies]
gguf = ["gguf>=0.10.0"]
onnx = [
"onnx>=1.14.0",
"onnxruntime>=1.16.0",
"optimum[onnxruntime]>=1.14.0",
"onnxscript>=0.1.0",
]
mlx = ["mlx>=0.1.0", "mlx-lm>=0.1.0"]
triton = ["triton>=2.1.0"]
flash = ["flash-attn>=2.3.0"]
hub = ["hf-lifecycle @ git+https://github.com/codewithdark-git/huggingface-lifecycle.git"]
full = [
"gguf>=0.10.0",
"onnx>=1.14.0",
"onnxruntime>=1.16.0",
"optimum[onnxruntime]>=1.14.0",
"onnxscript>=0.1.0",
"triton>=2.1.0",
"wandb>=0.15.0",
"tensorboard>=2.14.0",
"evaluate>=0.4.0",
"flash-attn>=2.3.0",
]
dev = [
"pytest>=7.4.0",
"pytest-cov>=4.1.0",
"black>=23.0.0",
"isort>=5.12.0",
"flake8>=6.1.0",
"mypy>=1.8.0",
"sphinx>=7.0.0",
"sphinx-rtd-theme>=1.3.0",
"sphinx-copybutton>=0.5.2",
"myst-parser>=2.0.0",
]
[project.urls]
Homepage = "https://github.com/codewithdark-git/QuantLLM"
Documentation = "https://quantllm.readthedocs.io/"
"Bug Tracker" = "https://github.com/codewithdark-git/QuantLLM/issues"
Sponsor = "https://github.com/sponsors/codewithdark-git"
[project.scripts]
quantllm = "quantllm.cli:main"
[tool.setuptools.packages.find]
exclude = ["tests", "tests.*", "docs", "examples"]
[tool.ruff]
line-length = 120
target-version = "py310"
extend-exclude = [
"build",
"dist",
".venv",
"examples/output",
"docs/_build",
]
[tool.ruff.lint]
# Minimal "blocker" ruleset enforced on every push. The codebase predates
# ruff, so we deliberately start small -- this catches genuine bugs (syntax
# errors, undefined names, broken comparisons) without producing a giant
# reformatting diff. Stricter rules can be opted-in incrementally.
select = [
"E9", # pycodestyle runtime errors (syntax, indentation)
"F63", # invalid `is` comparisons / `not in` issues
"F7", # syntax errors in expressions
"F82", # undefined names actually used
"F811", # redefinition of unused name
"F821", # undefined-name reference
"F823", # local variable referenced before assignment
# NOTE: F841 (unused local) is intentionally NOT enabled yet. The existing
# codebase has several intentional unused-binding patterns (progress
# tasks, documenting intent, etc.) and fixing them is out of scope.
"B006", # mutable default arguments (genuine bug class)
"B017", # ``assertRaises(Exception)`` -- masks real failures
]
ignore = [
"E501", # line length: not enforced strictly
"E402", # module-level import not at top of file
"E741", # ambiguous variable names
]
[tool.myft.lint.per-file-ignores]
"tests/*" = ["F401", "F811", "F841"]
"quantllm/__init__.py" = ["F401", "E402"]
"quantllm/core/__init__.py" = ["F401"]
[tool.mypy]
python_version = "3.10"
ignore_missing_imports = true
disallow_untyped_defs = false
warn_unused_ignores = false
[tool.pytest.ini_options]
minversion = "7.0"
testpaths = ["tests"]
addopts = "-ra --strict-markers"
filterwarnings = [
"ignore::DeprecationWarning",
"ignore::FutureWarning",
]