86 lines
1.7 KiB
Nix
86 lines
1.7 KiB
Nix
{ lib
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, buildPythonPackage
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, fetchFromGitHub
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, huggingface-hub
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, nltk
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, numpy
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, pytestCheckHook
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, pythonOlder
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, scikit-learn
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, scipy
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, sentencepiece
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, setuptools
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, tokenizers
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, torch
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, torchvision
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, tqdm
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, transformers
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}:
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buildPythonPackage rec {
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pname = "sentence-transformers";
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version = "2.6.1";
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pyproject = true;
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disabled = pythonOlder "3.8";
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src = fetchFromGitHub {
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owner = "UKPLab";
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repo = "sentence-transformers";
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rev = "refs/tags/v${version}";
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hash = "sha256-09AAuv/yXTbBvjA4gu5ueZrQkVja0BTIGNLZ2tLSyh8=";
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};
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build-system = [
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setuptools
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];
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dependencies = [
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huggingface-hub
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nltk
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numpy
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scikit-learn
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scipy
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sentencepiece
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tokenizers
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torch
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torchvision
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tqdm
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transformers
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];
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nativeCheckInputs = [
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pytestCheckHook
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];
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pythonImportsCheck = [
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"sentence_transformers"
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];
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disabledTests = [
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# Tests require network access
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"test_simple_encode"
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"test_paraphrase_mining"
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"test_cmnrl_same_grad"
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"test_LabelAccuracyEvaluator"
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"test_ParaphraseMiningEvaluator"
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];
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disabledTestPaths = [
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# Tests require network access
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"tests/test_pretrained_stsb.py"
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"tests/test_sentence_transformer.py"
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"tests/test_compute_embeddings.py"
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"tests/test_multi_process.py"
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"tests/test_cross_encoder.py"
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"tests/test_train_stsb.py"
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];
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meta = with lib; {
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description = "Multilingual Sentence & Image Embeddings with BERT";
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homepage = "https://github.com/UKPLab/sentence-transformers";
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changelog = "https://github.com/UKPLab/sentence-transformers/releases/tag/${version}";
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license = licenses.asl20;
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maintainers = with maintainers; [ dit7ya ];
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};
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}
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