Concordia: Self-Improving Synthetic Tables for Federated LLMs

Jimin Huang, Duanyu Feng, Nuo Chen +8

Federated learning (FL) enables training large language models (LLMs) without sharing raw data, but adapting LLMs under strict data isolation and non-IID client distributions remai…