D8Intermediate

Temperature and Parameter Tuning

30 minEvery AI feature

Format: Test the same prompt with different temperature parameters to understand how temperature affects output.

Experiment: Send the same prompt with temperatures 0, 0.5, and 1.0:

Prompt: "Come up with 5 creative names for a coffee shop"

Temperature 0.0 -> Most deterministic, "safest" answers
Temperature 0.5 -> Balance between creativity and consistency
Temperature 1.0 -> Most random, most "out there" answers

Use cases:

Task Recommended Temperature Reason
Code generation 0 - 0.3 Needs precision and predictability
Summarization 0.3 - 0.5 Needs accuracy with flexibility
Creative writing 0.7 - 1.0 Needs diversity and creativity
Brainstorming 0.8 - 1.2 Needs maximum creative space

My Notes