Tag: #LoRA

LoRA Fine-Tuning for Edge Deployment: Shrink, Quantize, Ship

Full fine-tuning is expensive and wasteful when you only need domain adaptation. LoRA trains 1% of the parameters, quantizes to INT8, and runs on edge hardware.

Rajath Kumar·Jun 27, 2026