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