04:00
2026-07-14
arxiv.org
large-language-models
Depth-Entropy Guided Sampling for Training-Free LLM Reasoning
Researchers introduce Depth-Entropy Guided Sampling (DEGS), a training-free method that uses layer-wise entropy collapse in transformers to improve LLM reasoning at test time. DEGS outperforms likelih…