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Samyam Rajbhandari
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Samyam Rajbhandari16 visible / 16 total nodes / 65 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipSamyam RajbhandariASamyam RajbhandariResearcherKarthik GanesanAKarthik GanesanResearcherAurick QiaoAAurick QiaoResearcherJuncheng YangAJuncheng YangResearcherYuxiong HeAYuxiong HeResearcherZhaoyuan SuAZhaoyuan SuResearcherOlatunji RuwaseAOlatunji RuwaseResearcherYue ChengAYue ChengResearcherDeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI ScaleWDeepSpeed-MoE: Advancin...preprint / 2022ZeRO: Memory Optimizations Toward Training Trillion Parameter ModelsWZeRO: Memory Optimizati...preprint / 2020Machine LearningTMachine Learning49008 worksDeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented ScaleWDeepSpeed Inference: En...preprint / 2022ZeRO-Offload: Democratizing Billion-Scale Model TrainingWZeRO-Offload: Democrati...preprint / 2021APMSqueeze: A Communication Efficient Adam-Preconditioned Momentum SGD AlgorithmWAPMSqueeze: A Communica...preprint / 2020MoE-Prefill: Zero Redundancy Overheads in MoE Prefill ServingWMoE-Prefill: Zero Redun...preprint / 2026Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language ModelWUsing DeepSpeed and Meg...preprint / 2022
Person15 links

Samyam Rajbhandari

Researcher

PersonKarthik GanesanCo-authorship / ResearcherPersonAurick QiaoCo-authorship / ResearcherPersonJuncheng YangCo-authorship / ResearcherPersonYuxiong HeCo-authorship / ResearcherPersonZhaoyuan SuCo-authorship / ResearcherPersonOlatunji RuwaseCo-authorship / ResearcherPersonYue ChengCo-authorship / ResearcherPaperDeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI ScaleAuthorship / preprint / 2022

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