A lightweight entropy-triggered refinement loop improves a small LLM's answer quality to roughly 95% of a reasoning model's, at about one-third the cost.
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Entropy-Guided Loop: Achieving Reasoning through Uncertainty-Aware Generation
A lightweight entropy-triggered refinement loop improves a small LLM's answer quality to roughly 95% of a reasoning model's, at about one-third the cost.