Efficient Federated Learning with Pre-Trained Large Language Model Using Several Adapter Mechanisms

Recent advancements in deep learning have led to various challenges, one of which is the issue of data privacy in training data. To address this issue, federated learning, a technique that merges models trained by clients on servers, has emerged as an attractive solution. However, federated learning...

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Bibliographic Details
Main Authors: Gyunyeop Kim, Joon Yoo, Sangwoo Kang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/21/4479