The horizon of intelligence is dynamically transforming as computing power descends to the edge. This decentralized paradigm empowers devices with real-time understanding, enabling a {novel set of capabilities. From smart cities, the ability to analyze data locally unlocks revolutionary advancements. Leveraging sophisticated architectures Fine-tu