LoRA + QLoRA — Parameter-Efficient Fine-Tuning at Production Scale

As of 2026-06-08

Senior field guide for LoRA + QLoRA: exact decomposition formula, NF4 quantisation mechanics, 6-module target set, hot-swap vs merge serving, SAP analytics cost benchmarks, EU AI Act obligations, and failure-mode diagnosis.