def test_MarqoFashionSigLIPModel_load(self):
        """Test the load method of MarqoFashionCLIPModel."""

        model_tag = "Marqo/marqo-fashionSigLIP"

        marqo_image_embeddings = self.encode_content_helper(
            content=[self.IMAGE_CONTENT], model_name=model_tag,
            modality="image"
        )[0]
        marqo_text_embeddings = self.encode_content_helper(
            content=[self.TEXT_CONTENT], model_name=model_tag,
            modality="language"
        )[0]

        image_difference = np.linalg.norm(marqo_image_embeddings - self.SiGLIP_IMAGE_EMBEDDING) / len(
            marqo_image_embeddings)
        text_difference = np.linalg.norm(marqo_text_embeddings - self.SiGLIP_TEXT_EMBEDDING) / len(
            marqo_text_embeddings)

        self.assertLess(image_difference, 1e-4, f"Image embeddings are not close enough. "
                                                f"The average difference is: {image_difference}")
        self.assertLess(text_difference, 1e-4, f"Text embeddings are not close enough. "
                                               f"The average difference is: {text_difference}")
Test the load method of MarqoFashionCLIPModel.
tests/integ_tests/inference/native_inference/embedding_models/test_marqo_fashion_clip_encode.py