Vocabulary

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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Distillation

Deployment & Inference · Level 3 of 5

Distillation

Training a student model to reproduce selected behavior of a teacher.

A student need not match all of the teacher's capabilities.

Example

A compact network learns from a larger model's probability outputs.

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Audio transcript

Distillation. Training a student model to reproduce selected behavior of a teacher. A student need not match all of the teacher's capabilities. For example: A compact network learns from a larger model's probability outputs.

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