@article{blendserveoptimizingofflineinferencefor, title = {BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching}, author = {Yilong Zhao and Shuo Yang and Kan Zhu and Lianmin Zheng and Baris Kasikci and Yang Zhou and Jiarong Xing and Ion Stoica}, year = {2024}, eprint = {2411.16102}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2411.16102v1}, }