@misc{wortsman2022model, title={Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time}, author={Mitchell Wortsman and Gabriel Ilharco and Samir Yitzhak Gadre and Rebecca Roelofs and Raphael Gontijo-Lopes and Ari S. Morcos and Hongseok Namkoong and Ali Farhadi and Yair Carmon and Simon Kornblith and Ludwig Schmidt}, year={2022}, eprint={2203.05482}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2203.05482} }