@article{mlkvefficientlyscalinguplargeembedding, title = {MLKV: Efficiently Scaling up Large Embedding Model Training with Disk-based Key-Value Storage}, author = {Yongjun He and Roger Waleffe and Zhichao Han and Johnu George and Binhang Yuan and Zitao Zhang and Yinan Shan and Yang Zhao and Debojyoti Dutta and Theodoros Rekatsinas and Ce Zhang}, year = {2025}, eprint = {2504.01506}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.01506v1}, }