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A language model's output probabilities for the next token are sorted in descending order. The candidate pool for sampling, represented as Vi={yitop1,,yitopkp}\overline{V}_i = \{y_i^{\text{top1}}, \dots, y_i^{\text{topk}_p}\}, is constructed by including all tokens whose individual probability is greater than the sampling threshold pp.

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Updated 2025-10-08

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Ch.5 Inference - Foundations of Large Language Models

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