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A language model is generating a sentence and must decide on the next word. It has identified 100 possible words, each with an associated probability. To manage computational resources, the model employs a strategy that discards all but the top 5 most probable words before considering the subsequent step. Which of the following statements best analyzes the primary trade-off inherent in this strategy?
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Ch.5 Inference - Foundations of Large Language Models
Foundations of Large Language Models
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A language model is generating a sentence and must decide on the next word. It has identified 100 possible words, each with an associated probability. To manage computational resources, the model employs a strategy that discards all but the top 5 most probable words before considering the subsequent step. Which of the following statements best analyzes the primary trade-off inherent in this strategy?
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