The perimeter of intelligence is dynamically transforming as computing power descends to the edge. This decentralized paradigm empowers applications with real-time processing, enabling a {novel set of possibilities. From smart cities, the ability to interpret data locally unlocks unprecedented efficiency. Leveraging advanced architectures Fine-tu