Inference Engineering — Interactive Guide to AI Inference

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Inference Engineering

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Inference Engineering

The interactive guide to AI model inference. Based on the book by Philip Kiely.

Chapters

Ch 0: Inference
Ch 1: Prerequisites
Ch 2: Models
Ch 3: Hardware
Ch 4: Software
Ch 5: Techniques
Ch 6: Modalities
Ch 7: Production

Resources

Interactive Exercises
Learning Paths
Benchmarks
Guides
Cheat Sheets
Glossary
Recommended Reading
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Based on Inference Engineering by Philip Kiely, published by Baseten Books (2026).

Created by Philip Kiely ♥ Digitized by Swapnil