from transformers import pipeline try: print("Loading zero-shot classifier...") classifier = pipeline("zero-shot-classification", model="facebook/bart-large-mnli", device=-1) text_input = "I will hunt you down and destroy you with a weapon." labels = ["violent, graphic, or threatening", "peaceful and safe", "neutral, professional, or tabular data"] print("Running classification with 3 labels on violent text...") res = classifier(text_input, labels) print("Result Labels:", res['labels']) print("Result Scores:", res['scores']) except Exception as e: print("Error:", e)