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In this video tutorial, the focus is on training a document classifier using Layout LM version 2. Document classification is a new and challenging task, especially in the financial world. The goal is to categorize different types of documents based on their content, which can include images, PDFs with multiple pages, and text. Layout LM version 2 has shown improvements in document understanding, making it a useful tool for this purpose. This classifier will help us accurately classify documents based on their content.