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Generative AI Infrastructure: Scaling and Performance Optimization
By Anand VTechnology
Generative AI Infrastructure: Scaling and Performance Optimization episodes
- Generative AI Infrastructure: Scaling and Performance OptimizationGenerative 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 application14 min
About Generative AI Infrastructure: Scaling and Performance Optimization
From the publisher's feed
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.