from transformers import AutoProcessor
from qwen_vl_utils import process_vision_info  # if needed by qwen
from transformers import Qwen2_5_VLForConditionalGeneration
model = Qwen2_5_VLForConditionalGeneration.from_pretrained("mangsgi/azu", device_map="auto", torch_dtype="auto", trust_remote_code=True)
processor = AutoProcessor.from_pretrained("mangsgi/azu", trust_remote_code=True)
# build messages with image+text, then processor(...), model.generate(...)