Diagramming a Sequence Evaluation
A language model predicts the next four words in a sentence to be ['the', 'cat', 'sat', 'on']. Describe the key components and their arrangement in a diagram that visually represents how an evaluation model would assess the quality of this entire predicted sequence.
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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
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A predictive model generates a sequence of three potential future values: [A, B, C]. Which of the following descriptions best represents a diagram of an evaluation model assessing the quality of this entire predicted sequence?
An engineer is designing a visual aid to explain how an evaluation model assesses a predicted sequence of three tokens: []. The diagram shows the three tokens entering an 'Evaluation Model' box. From this box, three separate arrows point outwards, each leading to a distinct probability score: , , and . What is the primary conceptual error in this diagram?
Diagramming a Sequence Evaluation