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@@ -17,6 +17,11 @@ Nougat is a [Donut](https://huggingface.co/docs/transformers/model_doc/donut) mo
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  The model is trained to autoregressively predict the markdown given only the pixels of the PDF image as input.
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  ## Intended uses & limitations
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  You can use the raw model for transcribing a PDF into Markdown. See the [model hub](https://huggingface.co/models?search=nougat) to look for other
 
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  The model is trained to autoregressively predict the markdown given only the pixels of the PDF image as input.
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+ <img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/model_doc/nougat_architecture.jpg"
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+ alt="drawing" width="600"/>
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+ <small> Nougat high-level overview. Taken from the <a href="https://arxiv.org/abs/2308.13418">original paper</a>. </small>
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  ## Intended uses & limitations
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  You can use the raw model for transcribing a PDF into Markdown. See the [model hub](https://huggingface.co/models?search=nougat) to look for other