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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
pdm-backend,
# dependencies
ftfy,
huggingface-hub,
protobuf,
regex,
safetensors,
sentencepiece,
timm,
torch,
torchvision,
tqdm,
# checks
pytestCheckHook,
braceexpand,
pandas,
transformers,
webdataset,
}:
buildPythonPackage rec {
pname = "open-clip-torch";
version = "3.2.0";
pyproject = true;
src = fetchFromGitHub {
owner = "mlfoundations";
repo = "open_clip";
tag = "v${version}";
hash = "sha256-k4/u0XtfBmPSVKfEK3wHqJXtKAuUNkUnk1TLG2S6PPs=";
};
build-system = [ pdm-backend ];
dependencies = [
ftfy
huggingface-hub
protobuf
regex
safetensors
sentencepiece
timm
torch
torchvision
tqdm
];
nativeCheckInputs = [
pytestCheckHook
braceexpand
pandas
transformers
webdataset
];
pythonImportsCheck = [ "open_clip" ];
# -> On Darwin:
# AttributeError: Can't pickle local object 'build_params.<locals>.<lambda>'
# -> On Linux:
# KeyError: Caught KeyError in DataLoader worker process 0
disabledTestPaths = [ "tests/test_wds.py" ];
disabledTests = [
# requires network
"test_download_pretrained_from_hfh"
"test_inference_simple"
"test_inference_with_data"
"test_pretrained_text_encoder"
"test_training_mt5"
# fails due to type errors
"test_num_shards"
# hangs forever
"test_training"
];
meta = {
description = "Open source implementation of CLIP";
homepage = "https://github.com/mlfoundations/open_clip";
changelog = "https://github.com/mlfoundations/open_clip/releases/tag/${src.tag}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ iynaix ];
mainProgram = "open-clip";
};
}
|
