Transformers How to use microsoft/layoutlmv2-base-uncased with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("microsoft/layoutlmv2-base-uncased", device_map="auto") 
