Here is a growing list of sample applications. All of these applications run as docker images on my personal server. Note that none of the applications is trained to perfection as this would require significant hardware resources and computation time. Instead the applications are made to show what can be done. All of the docker images are available on
Docker Hub and the source code can be found on GitHub.
This is a collection of six Transformer models built and trained from scratch on a GPU to translate between English, French and German. The application also includes a simple language detector to determine the input language. I used the WMT19 and WMT15 datasets to train the models.