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11.8 Quantization
Last Updated: March 12, 2026
Ashish Pratap Singh
15 min read
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11.8 Quantization
The Problem
Number Formats Explained
How Quantization Works
Post-Training Quantization (PTQ)
Quantization-Aware Training (QAT)
Quality vs Memory vs Speed Trade-offs
Practical Guide: Choosing Your Format
Quantizing a Model in Practice
Exercise
Summary
References
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