A deep learning optimization library to train Large Language Models (LLMs)

About DeepSpeed

DeepSpeed is an easy-to-use deep learning optimization software suite that enables unprecedented scale and speed for Deep Learning Training and Inference. With DeepSpeed you can:

  • Train/Inference dense or sparse models with billions or trillions of parameters
  • Achieve excellent system throughput and efficiently scale to thousands of GPUs
  • Train/Inference on resource constrained GPU systems
  • Achieve unprecedented low latency and high throughput for inference
  • Achieve extreme compression for an unparalleled inference latency and model size reduction with low costs

DeepSpeed is an important part of Microsoft’s new AI at Scale initiative to enable next-generation AI capabilities at scale, where you can find more information here.

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