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{ lib
, buildPythonPackage
, fetchFromGitHub
, pythonOlder
, cookiecutter
, filelock
, huggingface-hub
, importlib-metadata
, regex
, requests
, numpy
, packaging
, tensorflow
, sagemaker
, ftfy
, protobuf
, scikit-learn
, pillow
, pyyaml
, pytorch
, tokenizers
, tqdm
}:
buildPythonPackage rec {
pname = "transformers";
version = "4.19.2";
format = "setuptools";
disabled = pythonOlder "3.7";
src = fetchFromGitHub {
owner = "huggingface";
repo = pname;
rev = "refs/tags/v${version}";
hash = "sha256-9r/1vW7Rhv9+Swxdzu5PTnlQlT8ofJeZamHf5X4ql8w=";
};
propagatedBuildInputs = [
filelock
huggingface-hub
numpy
protobuf
packaging
pyyaml
regex
requests
tokenizers
tqdm
] ++ lib.optionals (pythonOlder "3.8") [
importlib-metadata
];
passthru.optional-dependencies = {
ja = [
# fugashi
# ipadic
# unidic_lite
# unidic
];
sklearn = [
scikit-learn
];
tf = [
tensorflow
# onnxconverter-common
# tf2onnx
];
torch = [
pytorch
];
tokenizers = [
tokenizers
];
modelcreation = [
cookiecutter
];
sagemaker = [
sagemaker
];
ftfy = [ ftfy ];
onnx = [
# onnxconverter-common
# tf2onnx
];
vision = [
pillow
];
};
# Many tests require internet access.
doCheck = false;
pythonImportsCheck = [
"transformers"
];
meta = with lib; {
homepage = "https://github.com/huggingface/transformers";
description = "Natural Language Processing for TensorFlow 2.0 and PyTorch";
changelog = "https://github.com/huggingface/transformers/releases/tag/v${version}";
license = licenses.asl20;
platforms = platforms.unix;
maintainers = with maintainers; [ pashashocky ];
};
}
|