The LLM Stack

This is an online HTML version of The LLM Stack: A Practical Guide to Understanding AI. The book breaks down modern AI systems into six clear layers, explaining how they work and how you can use them effectively.

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Table of Contents

• Introduction: Why Layers Matter
• Chapter 1: Foundation – The Engine Room
• Chapter 2: The LLM Ecosystem – Navigating the Model Zoo
• Chapter 3: Fine-Tuning – From Generalist to Specialist
• Chapter 4: Interaction & Output Control – Driving the AI
• Chapter 5: Augmentation – Breaking Free from AI's Bubble
• Chapter 6: Evaluation & Monitoring – Keeping AI on Track
• Glossary
• Bonus Chapter: Staying in Control
• About the Author