LLM在推理时，基于已经输出的句子，从词汇表中预测下一个词。预测时，为词汇表中的每个词分配一个概率，通过采样得到预测输出，如图1所示。例如，模型在输出"My name is"后，仅有0.62的概率输出自己的名字"Tang"，即使我们在提示词中告诉了模型自己的名字是"Tang"，模型也有0.38的概率输出别的名字。

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