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March 18, 2026•17 min read

On-Device AI in 2026: Running LLMs Locally on Your Phone, Laptop, and IoT Devices

A practical guide to running AI models locally on consumer hardware in 2026. Compare on-device models like Llama 3.2, Phi-4 mini, Gemma 3, and SmolLM2, and learn how to deploy them using Ollama, MLX, and LM Studio with real benchmarks and battery impact data.

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