Kristen Stevens PRO

University music educator and anime enthusiast exploring transformer fine-tuning as an independent side project. Creator of the Genma Shiranui canonical model, built on Mistral NeMo 2407. My work focuses on character-centric language models with an emphasis on identity coherence, tonal stability, and consistent behavioral expression.