Transformers How to use microsoft/markuplm-base with Transformers:
# Load model directly
from transformers import AutoProcessor, MarkupLMForPretraining
processor = AutoProcessor.from_pretrained("microsoft/markuplm-base")
model = MarkupLMForPretraining.from_pretrained("microsoft/markuplm-base") 
