Federated Language Models Under Bandwidth Budgets: Distillation Rates and Conformal Coverage
arXiv:2605.09986v1 Announce Type: new
Abstract: Training a language model on data scattered across bandwidth-limited nodes that cannot be centralized is a setting that arises in clinical networks, enterprise knowledge bases, and scientific consortia. …