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 |