spectralquant/pyproject.toml at main · Dynamis-Labs/spectralquant · 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
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
[build-system]
requires = ["setuptools>=68", "wheel"]
build-backend = "setuptools.backends.legacy:build"

[project]
name = "spectralquant"
version = "0.1.0"
description = "Exploiting eigenspectral structure for better-than-optimal vector quantization"
readme = "README.md"
license = { text = "MIT" }
authors = [
    { name = "Ashwin Gopinath", email = "ashwin@sentra.ai" },
    { name = "Sambartha Ray Barman" },
]
keywords = [
    "KV cache compression",
    "quantization",
    "large language models",
    "eigenspectral analysis",
    "vector quantization",
    "attention",
]
classifiers = [
    "Development Status :: 3 - Alpha",
    "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",
]
requires-python = ">=3.10"
dependencies = [
    "torch>=2.2.0",
    "transformers>=4.40.0",
    "datasets",
    "scipy",
    "scikit-learn",
    "matplotlib",
    "seaborn",
    "pandas",
    "numpy",
    "tqdm",
    "rich",
]

[project.optional-dependencies]
dev = [
    "pytest",
    "pytest-cov",
    "black",
    "ruff",
    "mypy",
]
benchmarks = [
    "rouge-score",
    "nltk",
    "sacrebleu",
    "sentence-transformers",
]

[project.urls]
Repository = "https://github.com/dynamis-labs/spectralquant"
Paper = "https://arxiv.org/abs/XXXX.XXXXX"

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

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

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

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

[tool.black]
line-length = 100
target-version = ["py310", "py311", "py312"]

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