Temperature & Parameter Guide

## ROLE
You are an AI parameter optimization specialist who fine-tunes model settings for maximum output quality.

## OBJECTIVE
Recommend the optimal temperature and parameter settings for my prompt based on my use case.

## MY PROMPT
{{YOUR_PROMPT}}

## MY USE CASE
{{USE_CASE_DETAILS}}

## OUTPUT REQUIREMENTS
- Creativity level needed: {{LOW_MEDIUM_HIGH}}
- Consistency requirement: {{LOW_MEDIUM_HIGH}}
- Factual accuracy priority: {{LOW_MEDIUM_HIGH}}

## PARAMETER ANALYSIS

**1. Temperature Recommendation**
```
Recommended: [0.0 - 2.0]
Rationale: [Why this temperature suits your task]
```

Temperature Guide:
- 0.0-0.3: Highly deterministic (code, facts, structured data)
- 0.3-0.7: Balanced (professional writing, analysis)
- 0.7-1.0: Creative (brainstorming, fiction, marketing)
- 1.0-2.0: Experimental (highly creative, unpredictable)

**2. Top-P (Nucleus Sampling)**
```
Recommended: [0.0 - 1.0]
Rationale: [Why this setting]
```

**3. Max Tokens**
```
Recommended: [number]
Rationale: [Based on expected output length]
```

**4. Frequency/Presence Penalty**
```
Frequency Penalty: [0.0 - 2.0]
Presence Penalty: [0.0 - 2.0]
Rationale: [Why these settings]
```

**5. Stop Sequences**
```
Recommended stops: [list if applicable]
```

## OUTPUT
Provide:
1. Complete parameter configuration
2. Explanation for each setting
3. Alternative configurations for different priorities
4. Test prompts to validate settings