DeepSpeed: Accelerating large-scale model inference and training via system optimizations and compression - Microsoft Research

Last month, the DeepSpeed Team announced ZeRO-Infinity, a step forward in training models with tens of trillions of parameters. In addition to creating optimizations for scale, our team strives to introduce features that also improve speed, cost, and usability. As the DeepSpeed optimization library evolves, we are listening to the growing DeepSpeed community to learn […]

DeepSpeed: Advancing MoE inference and training to power next-generation AI scale - Microsoft Research

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ZeRO-Infinity and DeepSpeed: Unlocking unprecedented model scale for deep learning training - Microsoft Research

Announcing the DeepSpeed4Science Initiative: Enabling large-scale scientific discovery through sophisticated AI system technologies - Microsoft Research

DeepSpeed: Advancing MoE inference and training to power next-generation AI scale - Microsoft Research

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2201.05596] DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale