def METHOD_NAME(desc: ModelDesc, quantization_parameters, graph_dir, mocker):
    mock_collect_statistics(mocker)
    model = desc.model_builder()
    nncf_network = get_nncf_network(model, desc.input_sample_sizes)
    quantization_parameters["advanced_parameters"] = AdvancedQuantizationParameters(disable_bias_correction=True)
    quantization_algorithm = PostTrainingQuantization(**quantization_parameters)
    quantized_model = quantization_algorithm.apply(nncf_network, nncf_network.nncf.get_graph(), dataset=None)
    check_graph(quantized_model.nncf.get_graph(), desc.dot_filename, graph_dir)