from transformers import pipeline
pipe = pipeline("visual-question-answering", model="MariaK/vilt_finetuned_200")

The model in this guide has only been trained on 200 examples, so don't expect a lot from it. Let's see if it at least 
learned something from the data and take the first example from the dataset to illustrate inference: