AIBullisharXiv – CS AI · 18h ago6/10
🧠
From Human Guidance to Autonomy: Agent Skill System for End-to-End LLM Deployment on Spatial NPUs
Researchers demonstrate a two-stage methodology for deploying large language models end-to-end on energy-efficient spatial NPUs, progressing from human-guided optimization to fully autonomous agent deployment. The approach achieves significant performance improvements and successfully deploys eight additional LLM variants on AMD XDNA 2 NPUs with minimal human intervention, marking the first open-source deployments of these models on AMD hardware.
🧠 Llama