• Generative AI Infrastructure: Scaling and Performance Optimization

  • By: Anand V
  • Podcast

Generative AI Infrastructure: Scaling and Performance Optimization

By: Anand V
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  • Summary

  • Generative AI Infrastructure: Scaling and Performance Optimization" is an in-depth exploration of the technical foundations needed to deploy and scale generative AI models efficiently. The book covers the essential components of AI infrastructure, from choosing the right hardware and cloud platforms to optimizing training and inference workloads for performance. Readers will learn about distributed training techniques, GPU/TPU utilization, model compression, and techniques for reducing latency in real-time applications.
    Anand V
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Episodes
  • Generative AI Infrastructure: Scaling and Performance Optimization

    Generative AI Infrastructure: Scaling and Performance Optimization
    Oct 21 2024

    Generative AI Infrastructure: Scaling and Performance Optimization" is an in-depth exploration of the technical foundations needed to deploy and scale generative AI models efficiently. The book covers the essential components of AI infrastructure, from choosing the right hardware and cloud platforms to optimizing training and inference workloads for performance. Readers will learn about distributed training techniques, GPU/TPU utilization, model compression, and techniques for reducing latency in real-time application


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    13 mins
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