A Fast, Performant, Secure Distributed Training Framework For Large Language Model

The distributed (federated) LLM is an important method for co-training the domain-specific LLM using siloed data. However, maliciously stealing model parameters and data from the server or client side has become an urgent problem to be solved. In this paper, we propose a secure distributed LLM based...

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Hauptverfasser:	Huang, Wei, Wang, Yinggui, Cheng, Anda, Zhou, Aihui, Yu, Chaofan, Wang, Lei
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Cryptography and Security Computer Science - Learning
Online-Zugang:	Volltext bestellen
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