Model Distillation

Compress a large teacher model into a small student model. Cut inference cost 10-100x while preserving most capability through knowledge distillation.

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6

Lessons

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Code Examples

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Lessons in This Skill

Work through these 6 lessons in order, or jump to whichever topic you need most.

Distillation Intuition

Intermediate

Teacher-Student Setup

Intermediate

Soft Labels and Temperature

Advanced

Data Distillation Patterns

Intermediate

Distilling LLMs into Small Models

Advanced

Evaluating the Distilled Model

Intermediate