The boundary of intelligence is rapidly evolving as computing power migrates to the edge. This autonomous paradigm empowers applications with real-time processing, enabling a {novel set of capabilities. From connected vehicles, the ability to interpret data in situ unlocks revolutionary advancements. Leveraging cutting-edge architectures Fine-tun