"""LayoutLM helper (optional) - provided for completeness but not used by default. """ from transformers import LayoutLMv3Processor, LayoutLMv3ForQuestionAnswering def load_layoutlm(model_name='microsoft/layoutlmv3-base'): proc = LayoutLMv3Processor.from_pretrained(model_name) model = LayoutLMv3ForQuestionAnswering.from_pretrained(model_name) return proc, model