@misc{ren2021zero, title={ZeRO-Offload: Democratizing Billion-Scale Model Training}, author={Jie Ren and Samyam Rajbhandari and Reza Yazdani Aminabadi and Olatunji Ruwase and Shuangyan Yang and Minjia Zhang and Dong Li and Yuxiong He}, year={2021}, eprint={2101.06840}, archivePrefix={arXiv}, primaryClass={cs.DC}, url={https://arxiv.org/abs/2101.06840} }