Load model directly
from transformers import AutoProcessor, AutoModelForSeq2SeqLM
processor = AutoProcessor.from_pretrained("Salesforce/blip-image-captioning-large")
model = AutoModelForSeq2SeqLM.from_pretrained("Salesforce/blip-image-captioning-large")