Homework Help: Questions and Answers: Which parameter could you adjust to change the randomness or creativeness of the completions returned?
a) Temperature
b) Frequency penalty
c) Stop sequence
Answer:
To answer this question step by step, let analyze each given options:
Given Options: Step by Step Answering
a) Temperature
- This parameter controls the randomness of the output. A higher temperature (e.g., 1.0) makes the model’s output more random and creative, while a lower temperature (e.g., 0.2) makes the output more deterministic and focused.
b) Frequency penalty
- This penalizes repeated tokens, which reduces repetition in the text, but it doesn’t directly affect randomness.
c) Stop sequence
- This defines where the model should stop generating text, which controls the length of the output but does not affect randomness or creativity.
Final Answer
Based on the above analysis, the correct answer is:
a) Temperature.
The temperature parameter directly affects randomness and creativity. Increasing the temperature makes the model more creative and less predictable, while lowering it makes the output more focused and deterministic. So, the parameter you would adjust to change the randomness or creativity is temperature.
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