The talkie model mimics language patterns from 1930. It uses a 13B parameter architecture to simulate historical speech styles. This experiment serves as a niche study in stylistic fine-tuning rather than a functional tool. Developers can use it to test how specific temporal datasets influence model persona and vocabulary constraints.