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A team is implementing a text generation system that uses a small, fast model to propose sequences of text, which are then checked in parallel by a larger, more accurate model. They observe that the overall generation speed is much slower than expected. Upon investigation, they find that the larger model frequently rejects the sequences proposed by the smaller model. What is the most likely cause of this performance issue?
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Ch.5 Inference - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
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Analysis in Bloom's Taxonomy
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A team is implementing a text generation system that uses a small, fast model to propose sequences of text, which are then checked in parallel by a larger, more accurate model. They observe that the overall generation speed is much slower than expected. Upon investigation, they find that the larger model frequently rejects the sequences proposed by the smaller model. What is the most likely cause of this performance issue?
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