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license: mit
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pipeline_tag: document-question-answering
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tags:
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- pdf
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widget:
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src:
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---
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# LayoutLM for Visual Question Answering
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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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## About us
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This model was created by the team at [Impira](https://www.impira.com/).
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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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## 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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