In an era dominated by Internet of Things (IoT) devices. software-as-a-service (SaaS) platforms. and rapid advances in cloud and edge computing. the demand for efficient and lightweight models suitable for resource-constrained devices such as data processing units (DPUs) has surged. https://www.roneverhart.com/Stardust-XLF/