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Finalizing a Token Generation Step
A language model is generating a story and has just completed a sampling step, selecting the token 'forest' from a filtered list of probable next words. Describe the two distinct actions that must occur in the final stage of this single generation cycle to finalize this choice and prepare for generating the next token.
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Ch.5 Inference - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Application in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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A text generation model is in the process of creating a sentence. It has already produced the sequence 'The sun shines brightly in the'. In the step just completed, the model considered a small, filtered set of the most probable next words and, through a sampling process, selected the token 'sky'. What is the immediate next action the model must perform to continue the generation process?
A text generation model using a specific sampling strategy follows a multi-step process to produce one word at a time. Arrange the following descriptions of these steps into the correct logical order for a single generation cycle.
Finalizing a Token Generation Step