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github.com/MinooAhmadii/chopthin-consensus-power-sampling

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04:00

2026-09-14

arxiv.org

large-language-models

Chopthin-Consensus Power Sampling: A Diversity-Preserving Approach to LLM Decoding

Researchers introduced Chopthin-Consensus Power Sampling (CCPS), a training-free LLM decoding method that applies the Chopthin resampler to Sequential Monte Carlo inference to preserve reasoning-path …

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Chopthin-Consensus Power Sampling 1 Sequential Monte Carlo 1 Power-SMC 1 arXiv 1

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large language models 1 ai research 1 machine learning 1