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TorchServe+Streamlit for easily serving your HuggingFace NER models

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lit-NER

Streamlit demo for HuggingFace NER models

Public demo

Demo view

Requirements

spacy>=2.3.2

streamlit>=0.62.1

transformers>=3.1.0

torchserve

(might also work with lower versions...not tested)

How To

git clone https://github.com/cceyda/lit-NER.git

Serve a model using torchserve

If you don't have a NER model use examples/serve_pretrained.ipynb

OR

If you have a pretrained model use examples/serve.ipynb

Start the Streamlit Demo

examples/start_demo.ipynb

Features

  • TODO

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

  • Free software: Apache Software License 2.0

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TorchServe+Streamlit for easily serving your HuggingFace NER models

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