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XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient., , , , and . NeurIPS, (2022)iQAN: Fast and Accurate Vector Search with Efficient Intra-Query Parallelism on Multi-Core Architectures., , , , and . PPoPP, page 313-328. ACM, (2023)DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale., , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 18332-18346. PMLR, (2022)Hybridizing and Relaxing Dependence Tracking for Efficient Parallel Runtime Support., , , , and . ACM Trans. Parallel Comput., 4 (2): 9:1-9:42 (2017)FedHC: A Scalable Federated Learning Framework for Heterogeneous and Resource-Constrained Clients., , , , , and . CoRR, (2023)UltraEdit: Instruction-based Fine-Grained Image Editing at Scale., , , , , , , , , and . CoRR, (2024)Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native., , , , , , , , , and 12 other author(s). CoRR, (2024)DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models, , , , , , and . (2023)Revisiting the Efficiency-Accuracy Tradeoff in Adapting Transformer Models via Adversarial Fine-Tuning., , and . ECAI, volume 372 of Frontiers in Artificial Intelligence and Applications, page 3026-3033. IOS Press, (2023)Cost-effective On-device Continual Learning over Memory Hierarchy with Miro., , , , , and . MobiCom, page 83:1-83:15. ACM, (2023)