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To Intervene or Not: Guiding Inference-time Alignment with Probabilistic Model Blending

arXiv cs.LG · 2026-06-11 Cached

This paper introduces BlendIn, an inference-time alignment framework that uses probabilistic model blending to assess guidance reliability and proportionally weight model contributions, achieving up to 50% performance improvement by avoiding harmful interventions.

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