101 lines
2.1 KiB
Nix
101 lines
2.1 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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# build-system
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pdm-backend,
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# dependencies
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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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safetensors,
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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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# checks
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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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stdenv,
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}:
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buildPythonPackage rec {
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pname = "open-clip-torch";
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version = "2.27.1";
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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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rev = "refs/tags/v${version}";
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hash = "sha256-1wOxnpNEipA0N6o4b5JCsrAtBnGP7x+MPXmVIjfDmLI=";
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};
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build-system = [ pdm-backend ];
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dependencies = [
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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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safetensors
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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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# -> On Darwin:
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# AttributeError: Can't pickle local object 'build_params.<locals>.<lambda>'
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# -> On Linux:
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# KeyError: Caught KeyError in DataLoader worker process 0
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disabledTestPaths = [ "tests/test_wds.py" ];
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disabledTests =
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[
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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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# fails due to type errors
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"test_num_shards"
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]
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++ lib.optionals (stdenv.hostPlatform.isAarch64 && stdenv.hostPlatform.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 = {
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description = "Open source implementation of CLIP";
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homepage = "https://github.com/mlfoundations/open_clip";
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changelog = "https://github.com/mlfoundations/open_clip/releases/tag/v${version}";
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license = lib.licenses.asl20;
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maintainers = with lib.maintainers; [ iynaix ];
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mainProgram = "open-clip";
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# Segfaults during pythonImportsCheck phase
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broken = stdenv.hostPlatform.system == "x86_64-darwin";
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};
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}
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