Deterministic Output
Domain: Prompt Engineering
🎯 Motivation
When temperature=0 and top-k/top-p are fixed, the model always produces the same output for the same input. This is deterministic.
📋 Concrete Example
If you run the same prompt 100 times with temperature 0, you get the same answer 100 times. Useful for debugging, testing, and when reproducibility matters.
🔗 Analogy
A calculator - 2+2 always equals 4. No randomness. Deterministic output is like a calculator: same input, same output, every time. Essential for testing and reliability.