Discover the typical range of values for the temperature parameter in generative AI models like GPT-3. Learn how this key setting impacts the randomness and creativity of the model’s outputs.
Table of Contents
Question
What is the range of Temperature Parameter ?
A. [0,1]
B. [0,infinity]
C. [infinity,0]
D. [-infinity,infinity]
Answer
A. [0,1]
Explanation
The temperature parameter in generative AI models like GPT-3 is typically set in the range of [0,1]. This means the valid values for temperature range from a minimum of 0 up to a maximum of 1, inclusive.
The temperature controls the randomness and thereby the creativity of the model’s outputs:
- A temperature of 0 means the model will always pick the most likely next word. This results in very predictable, conservative, repetitive outputs.
- A temperature of 1 makes the model consider words with lower probabilities more equally, leading to more random, creative and surprising outputs.
- Values between 0 and 1 provide a balance between predictability and creativity.
So in summary, the correct range for the temperature parameter is [0,1]. The other options provided are incorrect:
- [0,infinity] and [-infinity,infinity] are wrong because negative temperatures and values above 1 are not valid.
- [infinity,0] is the reverse of the correct range.
Therefore, the answer is A. The temperature parameter is constrained to the range [0,1] in generative AI models. Setting the temperature value within this range allows for tuning the balance between conservative and creative outputs.
Infosys Certified Applied Generative AI Professional certification exam assessment practice question and answer (Q&A) dump including multiple choice questions (MCQ) and objective type questions, with detail explanation and reference available free, helpful to pass the Infosys Certified Applied Generative AI Professional exam and earn Infosys Certified Applied Generative AI Professional certification.