Machine Translation Using Transformer Networks

This notebook implements machine translation from English (En) to Romanian (Ro) using the T5 transformer without fine-tuning: chap15_translation_en_to_ro.

This notebook shows the (poor) performance of T5 without fine-tuning on translating Ro to En (an use case for which it has not been pre-trained): chap15_translation_ro_to_en.

This notebook trains a machine translation system from Ro to En using the T5 transformer with fine-tuning: chap15_translation_ro_to_en_finetune.

This notebook loads and uses the previously-trained Ro-to-En T5 model: chap15_translation_ro_to_en_finetuned.