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In this YouTube video tutorial, the host introduces the Layout LM model, a cutting-edge document understanding model that helps extract relevant entities from documents. Previously, OCR and NER were used to extract entities from documents, but Layout LM goes beyond this by providing a more comprehensive understanding of the document's layout. The model simplifies the process of extracting information from documents and enhances the overall document understanding.