import unittest from transformers import pipeline classifier = pipeline("text-classification", model="./models") class TestModel(unittest.TestCase): def test_positive_sentiment(self): result = classifier("I love this product!")[0] self.assertIn(result["label"], ["LABEL_0", "LABEL_1", "LABEL_2"]) def test_negative_sentiment(self): result = classifier("This is terrible, I hate it.")[0] self.assertIn(result["label"], ["LABEL_0", "LABEL_1", "LABEL_2"]) if __name__ == "__main__": unittest.main()