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News/HyperGuide: Hyperbolic Guidance for Efficient Multi-Step Reasoning in Large Language Models
arxiv
PublishedOctober 5, 2026 at 4:00 AM

HyperGuide: Hyperbolic Guidance for Efficient Multi-Step Reasoning in Large Language Models

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arXiv:2605.24140v5 Announce Type: replace Abstract: Searching over alternative continuations lets large language models (LLMs) compare the downstream consequences of a reasoning step before committing to it, but expanding and evaluating many branches makes inference expensive. Training value models

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