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Baobao Algorithm Notes
Baobao Algorithm Notes
Nov 18, 2025 · Artificial Intelligence

How LightReasoner Lets Small Models Teach Large Models to Reason Efficiently

The LightReasoner paper from Hong Kong University shows that small language models can guide large models on critical reasoning steps, achieving up to 90% faster inference and significant accuracy gains across multiple math benchmarks.

Contrastive DecodingKL DivergenceMathematical Reasoning
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How LightReasoner Lets Small Models Teach Large Models to Reason Efficiently
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