Small Language Models (SLMs) in Production: Running Efficient AI on Edge Devices and Consumer Hardware

Author:   Mireya Solven
Publisher:   Independently Published
ISBN:  

9798244063318


Pages:   196
Publication Date:   15 January 2026
Format:   Paperback
Availability:   Available To Order   Availability explained
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Small Language Models (SLMs) in Production: Running Efficient AI on Edge Devices and Consumer Hardware


Overview

Small Language Models (SLMs) in Production is the definitive guide to building, deploying, and scaling efficient AI systems on edge devices and consumer hardware-without sacrificing performance, reliability, or security. As large language models grow more expensive and resource-hungry, a new generation of engineers is turning to Small Language Models to power real-world applications: offline assistants, embedded AI, mobile apps, IoT devices, and privacy-first enterprise systems. This book shows you exactly how to make SLMs work in production, not just in research demos. You'll learn how to: Design and select SLM architectures optimized for latency, memory, and power constraints Deploy AI models on edge devices, CPUs, mobile phones, and consumer GPUs Apply quantization, pruning, distillation, and hardware-aware optimization Build robust inference pipelines for real-world workloads Monitor, update, and secure models running in constrained environments Balance cost, accuracy, privacy, and performance at scale Written for AI engineers, ML practitioners, system architects, and product builders, this book bridges the gap between theory and production reality. Whether you're building offline AI products, optimizing costs, or shipping AI to millions of devices, this is your practical roadmap. If you want AI that runs anywhere-fast, affordable, and reliable-this book is your competitive advantage.

Full Product Details

Author:   Mireya Solven
Publisher:   Independently Published
Imprint:   Independently Published
Dimensions:   Width: 15.20cm , Height: 1.10cm , Length: 22.90cm
Weight:   0.268kg
ISBN:  

9798244063318


Pages:   196
Publication Date:   15 January 2026
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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