14:05
2026-06-18
dev.to
large-language-models
Quantized LoRA Adapters for On-Device LLMs: Hot-Swapping Task-Specific Behaviors on Android Without Reloading the Base Model
A developer demonstrates a technique for hot-swapping QLoRA adapters on Android devices, enabling task-specific LLM behaviors without reloading the base model. By loading a single 4-bit quantized base…