DeepSpeed
2024-08-20T17:29:41.293+00:00
Related Categories - DeepSpeed
Key Features of DeepSpeed
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15x Speedup in Training ChatGPT-like Models
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Support for Training and Inference of Models with Billions to Trillions of Parameters
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Innovative System Technologies for Extreme Speed and Scale in Deep Learning
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Integration with Popular Open-Source Deep Learning Frameworks
Target Users of DeepSpeed
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Researchers
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Practitioners
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Data Scientists
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AI Engineers
Target User Scenes of DeepSpeed
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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
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As a practitioner, I need tools to optimize my model's inference performance, ensuring low latency and high throughput for real-world applications
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As a data scientist, I require advanced compression techniques to reduce model size and inference costs without compromising performance
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As an AI engineer, I aim to leverage distributed training capabilities to handle complex models across multiple GPUs, enhancing system throughput and scalability.