Search Results for author: Wenbin Wei

Found 3 papers, 1 papers with code

FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models

1 code implementation16 Oct 2023 Tao Fan, Yan Kang, Guoqiang Ma, Weijing Chen, Wenbin Wei, Lixin Fan, Qiang Yang

FATE-LLM (1) facilitates federated learning for large language models (coined FedLLM); (2) promotes efficient training of FedLLM using parameter-efficient fine-tuning methods; (3) protects the intellectual property of LLMs; (4) preserves data privacy during training and inference through privacy-preserving mechanisms.

Federated Learning Privacy Preserving

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