DeepSpeed

DeepSpeed

2024-08-20T17:29:41.293+00:00

Key Features of DeepSpeed

  • 1

    15x Speedup in Training ChatGPT-like Models

  • 2

    Support for Training and Inference of Models with Billions to Trillions of Parameters

  • 3

    Innovative System Technologies for Extreme Speed and Scale in Deep Learning

  • 4

    Integration with Popular Open-Source Deep Learning Frameworks


Target Users of DeepSpeed

  • 1

    Researchers

  • 2

    Practitioners

  • 3

    Data Scientists

  • 4

    AI Engineers


Target User Scenes of DeepSpeed

  • 1

    As a researcher, I want to train large-scale deep learning models efficiently and at scale, so that I can achieve breakthroughs in AI research

  • 2

    As a practitioner, I need tools to optimize my model's inference performance, ensuring low latency and high throughput for real-world applications

  • 3

    As a data scientist, I require advanced compression techniques to reduce model size and inference costs without compromising performance

  • 4

    As an AI engineer, I aim to leverage distributed training capabilities to handle complex models across multiple GPUs, enhancing system throughput and scalability.