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