A microcontroller board next to a tiny neural network diagram.

Optimizing Small Language Models: Quantization, Hardware Acceleration, and Efficient Local Edge Inference

A step‑by‑step guide for engineers who want to run LLMs locally on constrained hardware, covering quantization methods, hardware accelerators, and proven deployment patterns.

May 20, 2026 · 6 min · 1215 words · martinuke0
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