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{ lib
, stdenv
, buildPythonPackage
, braceexpand
, ftfy
, huggingface-hub
, pandas
, protobuf
, pytestCheckHook
, regex
, sentencepiece
, timm
, torch
, torchvision
, tqdm
, transformers
, setuptools
, webdataset
, wheel
, fetchFromGitHub
}:
buildPythonPackage rec {
pname = "open-clip-torch";
version = "2.24.0";
pyproject = true;
src = fetchFromGitHub {
owner = "mlfoundations";
repo = "open_clip";
rev = "refs/tags/v${version}";
hash = "sha256-ugbXnXiOY9FrNvr8ZxnAgZO/SLCVoXbRgupi8cUwflU=";
};
nativeBuildInputs = [
setuptools
wheel
];
propagatedBuildInputs = [
ftfy
huggingface-hub
protobuf
regex
sentencepiece
timm
torch
torchvision
tqdm
];
nativeCheckInputs = [
pytestCheckHook
braceexpand
pandas
transformers
webdataset
];
pythonImportsCheck = [ "open_clip" ];
disabledTestPaths = lib.optionals (stdenv.isAarch64 || stdenv.isDarwin) [
"tests/test_wds.py"
];
disabledTests = [
# requires network
"test_download_pretrained_from_hfh"
"test_inference_simple"
"test_inference_with_data"
"test_pretrained_text_encoder"
"test_training_mt5"
] ++ lib.optionals (stdenv.isAarch64 && stdenv.isLinux) [
"test_training"
"test_training_coca"
"test_training_unfreezing_vit"
"test_training_clip_with_jit"
];
meta = with lib; {
description = "An open source implementation of CLIP";
homepage = "https://github.com/mlfoundations/open_clip";
license = licenses.asl20;
maintainers = with maintainers; [ iynaix ];
mainProgram = "open-clip";
};
}
|
