Home Machine Learning Utilizing a Multimodal Doc ML Mannequin to Question Your Paperwork | by Eivind Kjosbakken | Apr, 2024

Utilizing a Multimodal Doc ML Mannequin to Question Your Paperwork | by Eivind Kjosbakken | Apr, 2024

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Utilizing a Multimodal Doc ML Mannequin to Question Your Paperwork | by Eivind Kjosbakken | Apr, 2024

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Leverage the facility of the mPLUG-Owl doc understanding mannequin to ask questions on your paperwork

9 min learn

1 hour in the past

This text will talk about the Alibaba doc understanding mannequin, not too long ago launched with mannequin weights and datasets. It’s a highly effective mannequin able to performing varied duties resembling doc query answering, extracting info, and doc embedding, making it a useful instrument when working with paperwork. This text will implement the mannequin regionally and check it out on totally different duties to present an opinion on its efficiency and usefulness.

This text will talk about the most recent mannequin inside doc understanding. Picture by ChatGPT. OpenAI. (2024). ChatGPT (4) [Large language model]. https://chat.openai.com

· Motivation
· Duties
· Working the mannequin regionally
· Testing of the mannequin
Knowledge
Testing the primary, leftmost receipt:
Testing the second, rightmost receipt:
Testing the primary, leftmost lecture notice:
Testing the second, rightmost lecture notice
· My ideas on the mannequin
· Conclusion

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