A statistical-field treatment of LLM outputs shows a susceptibility peak, order-parameter shift, and intrinsic-dimension minimum near a characteristic temperature Tc in softmax scaling.
A simple explanation for the phase transition in large language models with list decoding.arXiv preprint arXiv:2303.13112, 2023
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Generative Criticality in Large Language Model Temperature Scaling
A statistical-field treatment of LLM outputs shows a susceptibility peak, order-parameter shift, and intrinsic-dimension minimum near a characteristic temperature Tc in softmax scaling.