This is my (Pol Garriga's) Thesis of the Master's Degree in Theoretical and Applied Linguistics.
The project consists in taking the M2M100 Facebook translation model and fine-tuning it (both fully and thanks to adapters) to enhance its performance for the Catalan-German pair, thanks to Softcatalà's parallel corpora.