from transformers import pipeline classifier = pipeline("zero-shot-classification", model="facebook/bart-large-mnli") with open("test", "r") as file: sequence_to_classify = file.read() candidate_labels = ['semantic bug', 'no semantic bug'] result = classifier(sequence_to_classify, candidate_labels, multi_label=False) print(result['labels']) print(result['scores'])