Transformers How to use microsoft/dit-large with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoImageProcessor, BeitForMaskedImageModeling
processor = AutoImageProcessor.from_pretrained("microsoft/dit-large")
model = BeitForMaskedImageModeling.from_pretrained("microsoft/dit-large", device_map="auto") 
