model-quantization-lab/pyproject.toml at master · jrajath94/model-quantization-lab · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
[build-system]
requires = ["setuptools>=68.0", "wheel"]
build-backend = "setuptools.build_meta"

[project]
name = "model-quantization-lab"
version = "0.1.0"
description = "Unified benchmarking harness for LLM quantization methods — apples-to-apples comparison of GPTQ, AWQ, and GGUF with perplexity, latency, and memory metrics"
readme = "README.md"
license = {text = "MIT"}
requires-python = ">=3.10"
authors = [
    {name = "Rajath John", email = "jrajath94@gmail.com"},
]
keywords = ["quantization", "llm", "gptq", "awq", "gguf", "benchmark", "model-compression"]
classifiers = [
    "Development Status :: 4 - Beta",
    "Intended Audience :: Developers",
    "Intended Audience :: Science/Research",
    "License :: OSI Approved :: MIT License",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
]

dependencies = [
    "torch>=2.0.0",
    "numpy>=1.24.0",
    "pydantic>=2.0.0",
]

[project.optional-dependencies]
quantization = [
    "auto-gptq>=0.7.0",
    "autoawq>=0.2.0",
]
dev = [
    "pytest>=7.4.0",
    "pytest-cov>=4.1.0",
    "pytest-asyncio>=0.21.0",
    "ruff>=0.1.0",
    "mypy>=1.5.0",
]

[project.scripts]
quant-lab = "model_quantization_lab.cli:main"

[project.urls]
Homepage = "https://github.com/jrajath94/model-quantization-lab"
Repository = "https://github.com/jrajath94/model-quantization-lab"

[tool.setuptools.packages.find]
where = ["src"]

[tool.ruff]
target-version = "py310"
line-length = 100

[tool.ruff.lint]
select = ["E", "F", "I", "N", "W", "UP", "B", "SIM"]
ignore = ["E501"]

[tool.mypy]
python_version = "3.10"
ignore_missing_imports = true
warn_return_any = false
no_strict_optional = true
warn_unused_configs = true

[tool.pytest.ini_options]
testpaths = ["tests"]
addopts = "-v --tb=short"