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Analyzing a Text Generation Output
A developer is analyzing a text generation system. At a specific step, the system produces a ranked list of potential next words. It then applies a selection process to determine the final output beam. Given the system's state below, determine the numerical value of the 'beam width' parameter used in this step and justify your answer.
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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
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
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Empirical Science
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A text generation system has produced the following list of potential next words, ranked from most to least probable: ['happy', 'glad', 'joyful', 'cheerful', 'content', 'pleased']. If the system is configured to select the final output using a 'beam width' of 3, which set of words will be chosen?
Analyzing a Text Generation Output
A language model generates a ranked list of potential next words:
['run', 'walk', 'sprint', 'jog', 'move']. The final output selected from this list is['run', 'walk']. The 'beam width' (K) used in this selection process must have been ____.