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Model distillation

Model distillation trains a student model using a teacher’s outputs or behavior to transfer some of the teacher’s capabilities.

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Definition

Model distillation trains a student model using a teacher’s outputs or behavior to transfer some of the teacher’s capabilities.

It can support compression or capability transfer. Unauthorized output collection and credential theft are different issues; fraudulent API usage alone does not establish distillation. “Distilling experience” is a metaphor, not this training procedure.

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