@inproceedings{cs-19-1, title = {{Efficient Memory Management for Large Language Model Serving with PagedAttention}}, author = {Kwon, Woosuk and Li, Zhuohan and Zhuang, Siyuan and Sheng, Ying and Zheng, Lianmin and Yu, Cody Hao and Gonzalez, Joseph and Zhang, Hao and Stoica, Ion}, booktitle = {Proceedings of the 29th Symposium on Operating Systems Principles}, year = {2023}, doi = {10.1145/3600006.3613165}, url = {https://arxiv.org/abs/2309.06180} } @inproceedings{cs-19-2, title = {{FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness}}, author = {Dao, Tri and Fu, Daniel Y. and Ermon, Stefano and Rudra, Atri and Re, Christopher}, booktitle = {Advances in Neural Information Processing Systems 35}, year = {2022}, url = {https://arxiv.org/abs/2205.14135} } @inproceedings{cs-19-3, title = {{Orca: A Distributed Serving System for Transformer-Based Generative Models}}, author = {Yu, Gyeong-In and Jeong, Joo Seong and Kim, Geon-Woo and Kim, Soojeong and Chun, Byung-Gon}, booktitle = {USENIX OSDI}, year = {2022}, url = {https://www.usenix.org/conference/osdi22/presentation/yu} }