Practice
Sampling settings
A starting point
{\n "temperature": 0.35,\n "top_p": 0.75,\n "max_tokens": 4000,\n "frequency_penalty": 0.3,\n "presence_penalty": 0.3\n}- Temperature 0.3–0.5 — direct, still coherent
- Top-p ≤ 0.8 — less wandering
- Frequency penalty 0.2–0.4 — less repeated scolding
- Presence penalty 0.2–0.4 — keep new points arriving
| Task | Temperature | Note |
|---|---|---|
| Code | 0.3 | Precision |
| Creative draft | 0.45 | Or use a dream, then verify |
| Urgent | 0.35 | Raise presence penalty toward 0.5 |
Quiz
What temperature does the lesson recommend for code?