Parameter-Efficient Fine-Tuning - What is the primary advantage of parameter efficient?

The capacity to decrease computing requirements is the primary advantage of Parameter Efficient Fine-Tuning. This is accomplished by lowering the computing needs by reducing accuracy, cutting model size, and deleting extraneous parameters.