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Jerry Adams Franklin

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#artificial intelligence Preprint Sep 2026

Adaptive Phase-Switching for Communication-Efficient Federated LoRA Fine-Tuning

This paper measures per-round upload and download bytes for a bidirectional B-only federated LoRA protocol and places five methods, three from prior work, on a single communication-quality frontier and finds ReverseAdaptive outperforms FFA-LoRA on TinyLlama-1.1B-Chat with Alpaca.

Jerry Adams Franklin · 0 citations