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Today's tutorial is about Layout LMv3 which focuses on document AI and extracting information from large document files in an automated way. Previous solutions used iron and CNN based architectures, but transformers are now dominating the benchmark. Layout LMv3 is a multimodal transformer that processes both images and text to extract document information. It is faster and more efficient than previous versions due to improved image processing. The architecture includes a 12 layer transformer with specific dimensions and parameters for images, and a 24 layer version is also available.
