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  ---
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- language: en
 
 
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  license: mit
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  pipeline_tag: document-question-answering
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  tags:
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- - layoutlm
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- - document-question-answering
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- - pdf
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  widget:
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- - text: "What is the invoice number?"
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- src: "https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/invoice.png"
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- - text: "What is the purchase amount?"
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- src: "https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/contract.jpeg"
 
 
 
 
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  ---
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- # LayoutLM for Visual Question Answering
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-
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- This is a fine-tuned version of the multi-modal [LayoutLM](https://aka.ms/layoutlm) model for the task of question answering on documents. It has been fine-tuned using both the [SQuAD2.0](https://huggingface.co/datasets/squad_v2) and [DocVQA](https://www.docvqa.org/) datasets.
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  ## Getting started with the model
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  ```bash
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  pip install git+https://github.com/huggingface/transformers.git@2ef774211733f0acf8d3415f9284c49ef219e991
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  ```
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-
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- ## About us
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-
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- This model was created by the team at [Impira](https://www.impira.com/).
 
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  ---
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+ language:
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+ - pt
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+ - en
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  license: mit
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  pipeline_tag: document-question-answering
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  tags:
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+ - document-question-answering
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+ - pdf
 
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  widget:
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+ - text: Qual é o número da fatura?
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+ src: >-
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+ https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/invoice.png
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+ - text: Qual é o valor da compra?
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+ src: >-
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+ https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/contract.jpeg
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+ metrics:
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+ - accuracy
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  ---
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  ## Getting started with the model
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  ```bash
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  pip install git+https://github.com/huggingface/transformers.git@2ef774211733f0acf8d3415f9284c49ef219e991
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  ```