The boundary of intelligence is rapidly evolving as computing power converges to the edge. This autonomous paradigm empowers applications with real-time understanding, enabling a {novel set of capabilities. From smart cities, the ability to analyze data in situ unlocks revolutionary advancements. Exploiting sophisticated architectures Fine-tuning