A 13B parameter model called talkie simulates linguistic styles from the 1930s. This project focuses on stylistic mimicry rather than new architectural breakthroughs. It serves as a niche experiment in dataset curation for historical personas. Practitioners can use it to study how specific temporal training data alters model persona and vocabulary.