Multiple Importance Sampling for Guided Speculative Inference
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arXiv:2610.33368v1 Announce Type: new Abstract: We study an extension of the Guided Speculative Inference (GSI) algorithm for test-time-scaling of large language models (LLMs) to a novel setting where an ensemble of smaller LLMs proposes draft reasoning steps which are later verified by a larger ba…
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- 2026-10-27 04:00 · arXiv cs.LG
Multiple Importance Sampling for Guided Speculative Inference