Computational Cost of Standard Fine-Tuning

A team is adapting a large, pre-trained language model for a specialized task: summarizing legal documents. They choose an adaptation strategy that involves re-training on the legal dataset and allowing every single parameter within the original model to be updated during this process. Which statement best analyzes a direct consequence of this specific approach?

Evaluating a Model Adaptation Strategy

Motivation for Parameter-Efficient Fine-Tuning

Analyzing a Model Adaptation Strategy