Category: Model Training

Fine-Tuning LLMs: Parameter-Efficient Techniques (LoRA, QLoRA, PEFT)

Fine-tuning a 70B parameter model costs $50K+ and requires weeks of training on expensive hardware. This is the reality for teams building domain-specific language models. Traditional full-parameter f