Part 4/10:
Recognizing that story coherence over multiple generations is crucial, Shapiro fine-tunes a dedicated model for scene continuation (denoted as "scene sim"). This fine-tuned model is designed to generate consistent, story-driven text that can be iteratively extended.
He explains the technical process involving replacing the model engine with the newly fine-tuned version, showcasing code snippets that integrate the custom model into his pipeline. Emphasizing safety and control, he notes that sharing fine-tuned models publicly isn't feasible due to OpenAI's policies, which aim to prevent misuse and ensure safety.