| """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 | |