--- license: apache-2.0 --- Role-playing in conversational AI allows for the simulation of various characters and scenarios, providing rich and diverse interactions. We propose mRP-LLM, a novel approach that integrates multiple role-playing characters into a single model to maximize resource efficiency and expand the model's conversational capabilities.