The On-Device LLM Revolution: Edge AI in 2026
How 3B-30B parameter models are moving to edge devices — from smartphones to industrial systems — driven by NPU hardware, quantization advances, and…
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How 3B-30B parameter models are moving to edge devices — from smartphones to industrial systems — driven by NPU hardware, quantization advances, and…
Production patterns for tiered inference routing: how to reduce LLM costs by 50-100x while improving latency and privacy by routing 70-80% of queries to…