2024-01-02 11:29:13 +00:00
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{ lib
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, stdenv
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, buildPythonPackage
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, braceexpand
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, ftfy
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, huggingface-hub
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, pandas
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, protobuf
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, pytestCheckHook
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, regex
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, sentencepiece
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, timm
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, torch
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, torchvision
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, tqdm
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, transformers
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, setuptools
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, webdataset
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, wheel
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, fetchFromGitHub
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}:
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buildPythonPackage rec {
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pname = "open-clip-torch";
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2024-01-13 08:15:51 +00:00
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version = "2.24.0";
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2024-01-02 11:29:13 +00:00
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pyproject = true;
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src = fetchFromGitHub {
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owner = "mlfoundations";
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repo = "open_clip";
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2024-01-13 08:15:51 +00:00
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rev = "refs/tags/v${version}";
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hash = "sha256-ugbXnXiOY9FrNvr8ZxnAgZO/SLCVoXbRgupi8cUwflU=";
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2024-01-02 11:29:13 +00:00
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};
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nativeBuildInputs = [
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setuptools
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wheel
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];
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propagatedBuildInputs = [
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ftfy
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huggingface-hub
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protobuf
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regex
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sentencepiece
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timm
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torch
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torchvision
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tqdm
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];
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nativeCheckInputs = [
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pytestCheckHook
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braceexpand
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pandas
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transformers
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webdataset
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];
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pythonImportsCheck = [ "open_clip" ];
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disabledTestPaths = lib.optionals (stdenv.isAarch64 || stdenv.isDarwin) [
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"tests/test_wds.py"
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];
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disabledTests = [
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# requires network
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"test_download_pretrained_from_hfh"
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"test_inference_simple"
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"test_inference_with_data"
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"test_pretrained_text_encoder"
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"test_training_mt5"
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] ++ lib.optionals (stdenv.isAarch64 && stdenv.isLinux) [
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"test_training"
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"test_training_coca"
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"test_training_unfreezing_vit"
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"test_training_clip_with_jit"
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];
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meta = with lib; {
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description = "An open source implementation of CLIP";
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homepage = "https://github.com/mlfoundations/open_clip";
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license = licenses.asl20;
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maintainers = with maintainers; [ iynaix ];
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mainProgram = "open-clip";
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};
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}
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