FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models

FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models

3 June 2025

Massimo Roberto Scamarcia

Javier Fernandez-Marques

Mohammad Naseri

Dimitris Stripelis

Daniel J. Beutel

Nicholas D. Lane

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Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning with Heterogeneous LoRA Allocation Zikai Zhang Ping Liu Jiahao Xu Rui Hu 7 0 0 13 Jun 2025