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{
lib,
buildPythonPackage,
fetchFromGitHub,
stdenv,
# build-system
setuptools,
# dependencies
accelerate,
huggingface-hub,
numpy,
packaging,
psutil,
pyyaml,
safetensors,
torch,
tqdm,
transformers,
# tests
datasets,
diffusers,
parameterized,
pytest-cov-stub,
pytest-xdist,
pytestCheckHook,
scipy,
}:
buildPythonPackage rec {
pname = "peft";
version = "0.15.0";
pyproject = true;
src = fetchFromGitHub {
owner = "huggingface";
repo = "peft";
tag = "v${version}";
hash = "sha256-vR0FoBDsSMQiSGgqMegPqPvDgq00fqF7d+jKvqgeCAg=";
};
build-system = [ setuptools ];
dependencies = [
accelerate
huggingface-hub
numpy
packaging
psutil
pyyaml
safetensors
torch
tqdm
transformers
];
pythonImportsCheck = [ "peft" ];
nativeCheckInputs = [
datasets
diffusers
parameterized
pytest-cov-stub
pytest-xdist
pytestCheckHook
scipy
];
pytestFlagsArray = [ "tests" ];
# These tests fail when MPS devices are detected
disabledTests = lib.optional stdenv.isDarwin [
"gpu"
];
disabledTestPaths = [
# ValueError: Can't find 'adapter_config.json'
"tests/test_config.py"
# Require internet access to download a dataset
"tests/test_adaption_prompt.py"
"tests/test_auto.py"
"tests/test_boft.py"
"tests/test_cpt.py"
"tests/test_custom_models.py"
"tests/test_decoder_models.py"
"tests/test_encoder_decoder_models.py"
"tests/test_feature_extraction_models.py"
"tests/test_helpers.py"
"tests/test_hub_features.py"
"tests/test_incremental_pca.py"
"tests/test_initialization.py"
"tests/test_mixed.py"
"tests/test_multitask_prompt_tuning.py"
"tests/test_other.py"
"tests/test_other.py"
"tests/test_poly.py"
"tests/test_stablediffusion.py"
"tests/test_trainable_tokens.py"
"tests/test_tuners_utils.py"
"tests/test_vision_models.py"
"tests/test_xlora.py"
];
meta = {
homepage = "https://github.com/huggingface/peft";
description = "State-of-the art parameter-efficient fine tuning";
changelog = "https://github.com/huggingface/peft/releases/tag/v${version}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ bcdarwin ];
};
}
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