```python from transformers import AutoTokenizer, AutoModelForQuestionAnswering, pipeline ckpt = "alasdevcenter/az-question-answering" tokenizer = AutoTokenizer.from_pretrained(ckpt) model = AutoModelForQuestionAnswering.from_pretrained(ckpt) qa = pipeline("question-answering", model=model, tokenizer=tokenizer) ```