Peft - What is PEFT for fine-tuning?

Parameter-Efficient Fine-Tuning (PEFT) methods can overcome challenges by freezing most of the pretrained model and fine-tuning a few additional parameters. This technique avoids catastrophic forgetting in large models and allows tuning with minimal processing.