@article{efficientllmtrainingandservingwith, title = {S2-Attention: Hardware-Aware Context Sharding Among Attention Heads}, author = {Xihui Lin and Yunan Zhang and Suyu Ge and Liliang Ren and Barun Patra and Vishrav Chaudhary and Hao Peng and Xia Song}, year = {2024}, eprint = {2407.17678}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2407.17678v6}, }