FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models.
The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025.
@inproceedings{gao2025flowertune,
title={FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models},
author={Yan Gao and Massimo Roberto Scamarcia and Javier Fernandez-Marques and Mohammad Naseri and Chong Shen Ng and Dimitris Stripelis and Zexi Li and Tao Shen and Jiamu Bai and Daoyuan Chen and Zikai Zhang and Rui Hu and InSeo Song and Lee KangYoon and Hong Jia and Ting Dang and Junyan Wang and Zheyuan Liu and Daniel Janes Beutel and Lingjuan Lyu and Nicholas D. Lane},
booktitle={The Thirty-ninth Annual Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
year={2025},
url={https://openreview.net/forum?id=l8Nb6ecZjW}
}