AI RESEARCH
On-Device Fine-Tuning via Backprop-Free Zeroth-Order Optimization
arXiv CS.LG
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ArXi:2511.11362v2 Announce Type: replace On-device fine-tuning is a critical capability for edge AI systems, which must adaptation to different agentic tasks under stringent memory constraints. Conventional backpropagation (BP)-based