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Small example of a web server with a text generator in multiple languages.
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.gitignore modifying gitignore Apr 1, 2019
Dockerfile Update Mar 31, 2019

Text generator demo

This is a smallm repository for a web app showcasing text-generators in multiple languages. The app is a starlette web-app and its based on the starter app recommended by fastai available to download.

The English model for prediction is an AWD-LSTM architecture using a pretrained model on WikiText-103.

The Spanish model is trained by myself on WikiText-103, and it's code is available here.


A List of nice-to-have improvements I'd like to integrate in the future include but are not limited to:

  • Using prediction with beam search
  • Fine-Tune on a specific topic dataset (probably Fashion or Legal)
  • Train a BERT architecture
  • Train a German Network
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