The perimeter of intelligence is dynamically transforming as computing power converges to the edge. This decentralized paradigm empowers devices with real-time analysis, enabling a {novel set of capabilities. From connected vehicles, the ability to extract data locally unlocks unprecedented efficiency. Leveraging sophisticated models Fine-tuning