Philipp Schmid • 5/23/2023

Generative AI for Document Understanding with Hugging Face and Amazon SageMaker

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This technical tutorial provides a step-by-step guide to fine-tuning and deploying the Donut (Document Understanding Transformer) model for document parsing tasks. It covers setting up the environment with Hugging Face Transformers and Amazon SageMaker, preprocessing the SROIE dataset, and deploying the state-of-the-art, OCR-free model for commercial use.

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#generative ai #Hugging Face #Fine Tuning
Generative AI for Document Understanding with Hugging Face and Amazon SageMaker

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