# SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project """ Unit tests for MultiModalRegistry.supports_multimodal_inputs and Qwen2.5-VL visual component loading behavior. """ import pytest from vllm.multimodal import MULTIMODAL_REGISTRY from ..models.utils import build_model_context pytestmark = pytest.mark.cpu_test @pytest.mark.parametrize( "model_id,limit_mm_per_prompt,expected", [ ("Qwen/Qwen2-0.5B-Instruct", {}, False), ("Qwen/Qwen2.5-VL-3B-Instruct", {}, True), ("Qwen/Qwen2.5-VL-3B-Instruct", {"image": 0, "video": 0}, False), ("Qwen/Qwen2.5-VL-3B-Instruct", {"image": 0}, True), ], ) @pytest.mark.core_model def test_supports_multimodal_inputs(model_id, limit_mm_per_prompt, expected): """Test supports_multimodal_inputs returns correct boolean for various configs.""" ctx = build_model_context( model_id, limit_mm_per_prompt=limit_mm_per_prompt, ) assert MULTIMODAL_REGISTRY.supports_multimodal_inputs(ctx.model_config) is expected