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Jun, 2024
Adapter-X: 一个新颖的面向视觉的普适参数高效微调框架
Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision
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Minglei Li, Peng Ye, Yongqi Huang, Lin Zhang, Tao Chen...
TL;DR
Adapter-X是一种新的框架,通过参数共享和动态分配,以及引入特定设计来提高适应性,在更少的参数下优于传统的微调方法。
Abstract
parameter-efficient fine-tuning
(PEFT) has become increasingly important as foundation models continue to grow in both popularity and size. Adapter has been particularly well-received due to their potential for
paramete
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