Federated fine-tuning of billion-sized language models across mobile devices

M Xu, Y Wu, D Cai, X Li, S Wang - arXiv preprint arXiv:2308.13894, 2023 - arxiv.org
Large Language Models (LLMs) are transforming the landscape of mobile intelligence.
Federated Learning (FL), a method to preserve user data privacy, is often employed in fine …

[PDF][PDF] Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices

M Xu, Y Wu, D Cai, X Li, S Wang - caidongqi.com
Large Language Models (LLMs) are transforming the landscape of mobile intelligence.
Federated Learning (FL), a method to preserve user data privacy, is often employed in …

Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices

M Xu, Y Wu, D Cai, X Li, S Wang - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Abstract Large Language Models (LLMs) are transforming the landscape of mobile
intelligence. Federated Learning (FL), a method to preserve user data privacy, is often …