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Sponsored by
Tripo AI
facebook / nougat-base
Model's Last Updated: November 20 2023
image-to-text
Introduction of nougat-base
Model Details of nougat-base
Nougat model, base-sized version
Nougat model trained on PDF-to-markdown. It was introduced in the paper Nougat: Neural Optical Understanding for Academic Documents by Blecher et al. and first released in this repository .
Disclaimer: The team releasing Nougat did not write a model card for this model so this model card has been written by the Hugging Face team.
Note: this model corresponds to the "0.1.0-base" version of the original repository.
Model description
Nougat is a Donut model trained to transcribe scientific PDFs into an easy-to-use markdown format. The model consists of a Swin Transformer as vision encoder, and an mBART model as text decoder.
The model is trained to autoregressively predict the markdown given only the pixels of the PDF image as input.
Nougat high-level overview. Taken from the original paper .
Intended uses & limitations
You can use the raw model for transcribing a PDF into Markdown. See the model hub to look for other fine-tuned versions that may interest you.
How to use
We refer to the docs .
BibTeX entry and citation info
@misc{blecher2023nougat,
title={Nougat: Neural Optical Understanding for Academic Documents},
author={Lukas Blecher and Guillem Cucurull and Thomas Scialom and Robert Stojnic},
year={2023},
eprint={2308.13418},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
Runs of facebook nougat-base on huggingface.co
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More Information About nougat-base huggingface.co Model
Url of nougat-base
nougat-base huggingface.co Url
Provider of nougat-base huggingface.co
Other API from facebook
Updated:September 15 2023
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