LLMario is a free, open-source app that lets users run large language models like Qwen, Gemma, and Llama locally on Mac or Windows without sending data to the cloud. It automatically selects the right inference engine (MLX for Apple Silicon or llama.cpp for other systems), checks if models fit in memory, and streams responses directly on the user's computer.