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Review of Parameter-Efficient Fine-Tuning by Yasmine Amina Moudjar is a document available to read on EtoBox.

This document reviews parameter-efficient fine-tuning methods for pretrained language models. It categorizes different PEFT methods and compares their similarities and differences. Extensive experiments are also conducted on 11 representative PEFT methods to better understand their effectiveness in reducing parameters and memory usage while maintaining performance.

Author
Yasmine Amina Moudjar
Language
EN