Oracle Cloud Infrastructure Generative AI Professional 1z0 1127 24 · Free Practice Question Easy
Question 1
What does a higher number assigned to a token signify in the "Show Likelihoods" feature of the language model token generation?
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A
The token is more likely to follow the current token.
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B
The token is unrelated to the current token and will not be used.
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C
The token will be the only one considered in the next generation step.
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D
The token is less likely to follow the current token.
Reveal correct answer
Correct answer: A
Explanation
In the "Show Likelihoods" feature of language model token generation, a higher number assigned to a token signifies a greater likelihood or probability of that token being selected by the model for the next word in the generated sequence. This number reflects the probability distribution over the vocabulary, with higher values indicating greater confidence in the model's prediction of that particular token given the context. Essentially, tokens with higher numbers are considered more probable choices by the model for the next word in the generated sequence.
A. A higher number assigned to a token in the "Show Likelihoods" feature indicates that the token is more likely to follow the current token in the language model. This means that the token has a higher probability of being generated next, based on the context of the current token.
B. This choice is incorrect as a higher number assigned to a token signifies that it is more likely to follow the current token, not that it is unrelated and will not be used. The likelihood values assigned to tokens provide information about their probability of occurrence in the generated sequence.
C. The statement that the token will be the only one considered in the next generation step is incorrect. In the "Show Likelihoods" feature of the language model token generation, multiple tokens are considered for the next generation step, and the likelihood values help determine the probability of each token being chosen.
D. This choice is incorrect as a higher number assigned to a token signifies that it is more likely to follow the current token, not less likely. The likelihood values are used to determine the probability of each token appearing next in the generated sequence.
Discussion
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