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11.9 Knowledge Distillation
Last Updated: March 12, 2026
Ashish Pratap Singh
14 min read
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11.9 Knowledge Distillation
The Problem
How Distillation Works
The Distillation Loss Function
Classic Distillation Examples
Modern API-Based Distillation
When Distillation Beats Quantization
Task-Specific vs. General Distillation
Legal and Licensing Considerations
Exercise
Summary
References
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