#edge-ai

Deploying Tiny LLMs and Agents on Edge Devices

Edge AI is constrained by DRAM costs, not compute. By using quantized small models (1-4B parameters) or fine-tuned tiny models (<500M parameters), developers can deploy robust, offline AI features like voice-to-function calling and dictation on low-end hardware.