Equation 2 · How a Model Actually Gets Small Enough to Run on a Phone
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Read the formula alongside the article passage below. Each part has a deeper page with its role in the equation, the supporting passage and nearby citations.
This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.
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Symbol z_s
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subscript
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What the article says around this equation
Distillation recovers it by training the small “student” network against the large “teacher” network’s full output distribution rather than against the label alone. Write the teacher’s and student’s pre-softmax outputs for a given input as and . A softmax with a temperature T is
Sources cited in the article section
- [1] Distilling the Knowledge in a Neural Network ↗
- [14] A Survey on Knowledge Distillation of Large Language Models ↗
These citations give research context. Read each source to check which claims it supports.
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