Quick Decision Guide
Find the Best AI Chat Settings for Your Needs
This guide helps you quickly determine the best AI parameters based on your goals. Answer the following questions to get the **optimal** settings.
Find Your Ideal Settings
Answer these questions to determine the most suitable AI parameters.
What's your main goal?
Factual Information
Ideal for **research, technical writing, and structured responses**.
**Recommended Settings:**
- **Temperature:** Low (0.2-0.3) for accuracy
- **Reasoning Effort:** High for depth
- **Top-P:** Low (0.1-0.3) for strict focus
Creative Content
Great for **storytelling, idea generation, and casual conversation**.
**Recommended Settings:**
- **Temperature:** High (0.7-0.9) for variety
- **Top-P:** High (0.7-0.9) for diverse vocabulary
- **Reasoning Effort:** Medium for balance
What’s your main goal?
Factual Information
For research, documentation, technical writing.
Recommended Settings:
- Temperature: 0.2-0.3 (Factual, low randomness)
- Reasoning Effort: High (More in-depth responses)
- Top-P: 0.1-0.3 (Strict and focused)
Creative Content
Best for storytelling, brainstorming, generating ideas.
Recommended Settings:
- Temperature: 0.7-0.9 (Creative, diverse)
- Reasoning Effort: Medium (Balance of speed/detail)
- Top-P: 0.7-0.9 (Encourages variety)
How important is response consistency?
Very Important
For formal writing, professional documentation, code generation.
Recommended Settings:
- Seed: Fixed (Ensures repeatable results)
- Top-P: 0.1-0.3 (Minimizes variability)
- Frequency Penalty: 1.2 (Avoids redundancy)
Variety Preferred
Best for casual chats, idea exploration, brainstorming.
Recommended Settings:
- Seed: Not Fixed (Allows dynamic responses)
- Top-P: 0.7-0.9 (Encourages flexibility)
- Frequency Penalty: 0.5-1.0 (Prevents excessive repetition)
How important is response consistency?
Very Important
For formal writing, professional documentation, code generation.
Recommended Settings:
- Seed: Fixed (Ensures repeatable results)
- Top-P: 0.1-0.3 (Minimizes variability)
- Frequency Penalty: 1.2 (Avoids redundancy)
Variety Preferred
Best for casual chats, idea exploration, brainstorming.
Recommended Settings:
- Seed: Not Fixed (Allows dynamic responses)
- Top-P: 0.7-0.9 (Encourages flexibility)
- Frequency Penalty: 0.5-1.0 (Prevents excessive repetition)
How complex is your task?
Simple / Direct
For quick answers, summaries, and short responses.
Recommended Settings:
- Context Length: Short (Lower memory usage)
- Reasoning Effort: Low (Faster response speed)
- Top-K: 10-40 (Less variation, more direct)
Complex / Detailed
For deep discussions, in-depth analysis, multi-turn conversations.
Recommended Settings:
- Context Length: Long (Retains more memory)
- Reasoning Effort: High (Thorough responses)
- Mirostat: Enabled (Adaptive balance)
Parameter Impact Scale
Understanding which parameters make the biggest difference in AI-generated responses:
Quick Tip: Start by adjusting the highest-impact parameters first:
- Set Temperature based on how creative vs. factual you need responses to be.
- Adjust Context Length based on how much previous context matters.
- Fine-tune Top-P to control response variety.
- Only adjust lower-impact parameters for specific needs.
