1z0-1127-24 Exam Dumps | Which statement is true about the "Top p" parameter of the OCI Generative AI Generation models?

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Question 25/30

Which statement is true about the "Top p" parameter of the OCI Generative AI Generation models?

A. Top p assigns penalties to frequently occurring tokens.

B. Top p determines the maximum number of tokens per response.

C. Top p limits token selection based on the sum of their probabilities.

D. Top p selects tokens from the "Top k' tokens sorted by probability.

Correct Answer: C

The "Top p" parameter, also known as nucleus sampling, in generative AI models limits token selection based on the sum of their probabilities. It ensures that the cumulative probability of the selected tokens meets or exceeds a specified threshold p. This approach dynamically includes as many tokens as necessary to reach the desired probability sum, allowing for more diverse and contextually appropriate outputs compared to a fixed top-k selection.
Reference
Research papers on nucleus sampling and token selection methods
OCI Generative AI model documentation

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