LoRA, QLoRA and PEFT
Fine-tune open-source language models efficiently on GPU infrastructure. Actual low-rank matrix optimization plus optional real PEFT and pretrained single-GPU workflows. Includes detailed lessons, worked solutions, failure injection, independent challenges and instructor assessment.
Advanced22–34 hours plus optional GPU experimentsArtificial IntelligencePremium access