  There are various methods for adapting LLMs to different domains. The most
common methods are prompting, finetuning, and RAG. In this work, we explore the
possibility of adapting a model using one of the PEFT methods - QLoRA. The
experiment aims to simulate human responses based on their interviews. The
simulation quality is assessed by comparing the quality of the style and the
quality of the generated facts.
