Training and Using a Large Language Model to Write Theatrical Performances

Explore the innovative application of large language models in creative writing for theatrical performances in this 24-minute conference talk. Delve into the technical aspects of training and utilizing an LLM to generate scripts, including data preprocessing, model fine-tuning, and deployment challenges. Discover how this project aims to create an AI creative assistant by training on a writer's previous works. Learn about the collaborative process between the AI model and human writer, culminating in a performance premiering at Dansens Hus in Stockholm. Gain insights from Kajsa Norin, an experienced data scientist specializing in NLP and generative AI, as she shares her expertise from the 2023 GAIA Conference in Gothenburg, Sweden.