PYTHON LLM: Building, Fine-Tuning, and Deploying Large Language Models with Python - Softcover

Ashworth, David

Softcover

ISBN 13: 9798241110312

Publisher: Independently published, 2025

Synopsis

Python LLM

Building, Fine-Tuning, and Deploying Large Language Models with Python

By David Ashworth

Large Language Models are no longer experimental technology—they are the backbone of modern AI products, intelligent applications, and next-generation software systems. Yet most developers struggle to move beyond simple demos and tutorials.

Python LLM is the definitive, hands-on guide that takes you from foundational concepts to production-ready Large Language Model systems, using Python as the driving force.

This book does not teach you how to “play” with LLMs.

It teaches you how to engineer them.

🚀 What Makes This Book Different?

Most books stop at theory or isolated examples. Python LLM goes further—showing you how to design, optimize, deploy, and scale real-world LLM applications with confidence and preclusion

You will learn how to:

• Understand how Large Language Models truly work
• Build reliable Python environments for LLM development
• Fine-tune models and customize behavior effectively
• Master prompt engineering for control, safety, and consistency
• Implement Retrieval-Augmented Generation (RAG) to eliminate hallucinations
• Optimize performance with quantization, batching, and caching
• Deploy LLMs into production using modern Python architectures
• Control cost, latency, and scalability in real deployments
• Build complete end-to-end LLM applications—from idea to production

Every chapter is written with clarity, depth, and real-world relevance, making complex concepts accessible without oversimplifying them.

🧠 Built for Developers, Engineers, and AI Builders

Whether you are:

• A Python developer entering the world of AI
• A machine learning engineer scaling LLM systems
• A startup founder building AI-powered products
• A technical leader responsible for production deployments

This book equips you with the practical skills and architectural thinking required to succeed in today’s AI landscape.

🔧 Practical. Professional. Production-Focused.

You won’t find shallow explanations or vague promises here. Instead, you’ll gain:

• Clear system architectures
• Python-based implementation strategies
• Performance and cost optimization techniques
• Security, monitoring, and deployment best practices

By the end of this book, you won’t just understand LLMs—you’ll know how to build them responsibly, efficiently, and at scale.

🌍 The Future Is Being Built with LLMs

Large Language Models are redefining software development, automation, and intelligence itself. Those who understand how to engineer them—not just use them—will lead the next generation of technology.

Python LLM is your roadmap.

👉 If you are serious about building powerful, scalable, and production-ready LLM applications with Python, this is the book you’ve been waiting for.

Edition details

• Publisher: Independently published
• Publication date: 2025
• Language: English
• ISBN 13: 9798241110312
• Binding: Paperback
• Number of pages: 197