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Updated on Feb 19, 2026 (1 month ago)

DeepSpeed: Scale AI Training & Deep Learning Models | Microsoft

Want to tackle the challenge of training massive models and pushing the boundaries of what’s possible with **AI training**? DeepSpeed, the deep learning optimization library from DeepSpeed, is designed to make that a reality. If you’re working with **AI in deep learning** and need to scale your projects to handle billions or even trillions of parameters – whether you’re using Nvidia, AMD, or Intel GPUs – DeepSpeed offers a powerful suite of tools, including distributed training, activation checkpointing, and advanced compression, to unlock unparalleled performance, efficiency, and scalability.

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