Amazon
AIF-C01 · Question #256
An AI practitioner wants to generate more diverse and more creative outputs from a large language model (LLM). How should the AI practitioner adjust the inference parameter?
The correct answer is A. Increase the temperature value. Raising the temperature softens the model’s probability distribution, increasing the chance of sampling less-likely tokens and thus producing more varied and creative responses.
Submitted by chen.hong· Mar 30, 2026Fundamentals of Generative AI
Question
An AI practitioner wants to generate more diverse and more creative outputs from a large language model (LLM). How should the AI practitioner adjust the inference parameter?
Options
- AIncrease the temperature value.
- BDecrease the Top K value.
- CIncrease the response length.
- DDecrease the prompt length.
How the community answered
(57 responses)- A77% (44)
- B12% (7)
- C4% (2)
- D7% (4)
Explanation
Raising the temperature softens the model’s probability distribution, increasing the chance of sampling less-likely tokens and thus producing more varied and creative responses.
Topics
#temperature#inference parameters#LLM#creative generation
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