import pytest from transformers.image_processing_utils import BaseImageProcessor from vllm.transformers_utils.image_processor import get_image_processor IMAGE_PROCESSOR_NAMES = [ "llava-hf/llava-1.5-7b-hf", "llava-hf/llava-v1.6-34b-hf", ] @pytest.mark.parametrize("processor_name", IMAGE_PROCESSOR_NAMES) def test_image_processor_revision(processor_name: str): # Assume that "main" branch always exists image_processor = get_image_processor(processor_name, revision="main") assert isinstance(image_processor, BaseImageProcessor) # Assume that "never" branch always does not exist with pytest.raises(OSError, match='not a valid git identifier'): get_image_processor(processor_name, revision="never")