·Artificial Intelligence
Module 9 Lesson 2: Full Fine-Tuning vs. PEFT
How do you customize a 70-billion parameter model on a single GPU? In this lesson, we learn about LoRA and PEFT—the breakthroughs that democratized AI fine-tuning.
lora
3 articles
3 articles
How do you customize a 70-billion parameter model on a single GPU? In this lesson, we learn about LoRA and PEFT—the breakthroughs that democratized AI fine-tuning.
Efficiency is key. How Low-Rank Adaptation (LoRA) allows us to train 8B models without a supercomputer.
Review and Next Steps. Transitioning from a model user to a model builder.