Inferencing the Transformer Model - MachineLearningMastery.com Inferencing the Transformer Model - MachineLearningMastery.com

We have seen how to train the Transformer model on a dataset of English and German sentence pairs and how to plot the training and validation loss curves to diagnose the model's learning performance and decide at which epoch to run inference on the trained model. We are now ready to run inference on the trained Transformer model to translate an input sentence. In this tutorial, you will discover how to run inference on the trained Transformer model for neural machine translation. It provides self-study tutorials with working code to guide you into building a fully-working transformer model that can translate sentences from one language to another... Inferencing the Transformer model Photo by Karsten Würth, some rights reserved. Recall having seen that the Transformer architecture follows an encoder-decoder structure.