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Raising inference-time reasoning effort on a smaller model can match the performance of a larger model run at lower effort.
Drawn from what Sebastian Raschka said
What Sebastian Raschka actually said
Word for word, with the source under each one. They did not write this page.
AI research engineer working on large language models
a smaller model at a higher reasoning effort can sometimes reach a similar score as a larger model at a lower reasoning effort
Where this was said
↗Controlling Reasoning Effort in LLMsmagazine.sebastianraschka.com
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Added to korrents 18 Jul 2026 · How quotes work · Something wrong? Tell us
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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.