mirror of
https://github.com/rushil-thareja/dp-fusion-lib.git
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d012046d85
- Token-level differential privacy for LLMs - Integration with Document Privacy API - Comprehensive test suite and documentation - Examples and Jupyter notebook included
72 lines
2 KiB
TOML
72 lines
2 KiB
TOML
[build-system]
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requires = ["setuptools>=61.0", "wheel"]
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build-backend = "setuptools.build_meta"
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[project]
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name = "dp-fusion-lib"
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version = "0.1.0"
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description = "Token-Level Differentially Private Inference for Large Language Models"
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readme = "README.md"
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license = {file = "LICENSE"}
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authors = [
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{name = "Rushil Thareja", email = "rushil.thareja@mbzuai.ac.ae"}
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]
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keywords = ["differential-privacy", "llm", "text-generation", "privacy", "nlp", "renyi-divergence"]
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classifiers = [
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"Development Status :: 4 - Beta",
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"Intended Audience :: Developers",
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"Intended Audience :: Science/Research",
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"License :: Other/Proprietary License",
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"Programming Language :: Python :: 3",
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"Programming Language :: Python :: 3.8",
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"Programming Language :: Python :: 3.9",
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"Programming Language :: Python :: 3.10",
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"Programming Language :: Python :: 3.11",
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"Topic :: Scientific/Engineering :: Artificial Intelligence",
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"Topic :: Security",
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]
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requires-python = ">=3.8"
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dependencies = [
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"torch>=2.0.0",
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"transformers>=4.25.0",
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"accelerate>=0.20.0",
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"requests>=2.25.0",
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]
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[project.optional-dependencies]
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dev = [
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"pytest>=7.0.0",
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"pytest-cov>=4.0.0",
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"black>=23.0.0",
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"ruff>=0.1.0",
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"pre-commit>=3.0.0",
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]
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docs = [
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"mkdocs>=1.5.0",
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"mkdocs-material>=9.0.0",
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"mkdocstrings[python]>=0.24.0",
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]
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[project.urls]
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Homepage = "https://github.com/rushil-thareja/dp-fusion-lib"
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Documentation = "https://rushil-thareja.github.io/dp-fusion-lib"
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Repository = "https://github.com/rushil-thareja/dp-fusion-lib"
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Issues = "https://github.com/rushil-thareja/dp-fusion-lib/issues"
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Paper = "https://arxiv.org/abs/2507.04531"
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[tool.setuptools.packages.find]
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where = ["src"]
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[tool.black]
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line-length = 100
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target-version = ["py38", "py39", "py310", "py311"]
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[tool.ruff]
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line-length = 100
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select = ["E", "F", "I", "N", "W"]
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[tool.pytest.ini_options]
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testpaths = ["tests"]
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python_files = ["test_*.py"]
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addopts = "-v --cov=dp_fusion_lib --cov-report=term-missing"
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