A two-stage agent skill system enables autonomous end-to-end deployment of eight decoder-only LLMs on AMD XDNA 2 NPU with numerical correctness in 0.5-4 hours each, generalizing from a human-guided Llama-3.2-1B reference.
Dato: A task-based programming model for dataflow accelerators,
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From Human Guidance to Autonomy: Agent Skill System for End-to-End LLM Deployment on Spatial NPUs
A two-stage agent skill system enables autonomous end-to-end deployment of eight decoder-only LLMs on AMD XDNA 2 NPU with numerical correctness in 0.5-4 hours each, generalizing from a human-guided Llama-3.2-1B reference.