Architectures · advanced · concept 66 of 176
Knowledge Distillation
Training a smaller 'student' model to mimic a larger 'teacher' model's behavior. The student learns from the teacher's soft outputs (probabilities), capturing knowledge that's lost with hard labels alone.
Key terms
Teacher modelStudent modelSoft labelsTemperature scaling
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▶ Understanding Knowledge Distillation in Neural Sequence Generation ↗
Microsoft Research · YouTube
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