Here are some suggested combination parameters for specific use cases that might be helpful.
Customer supportCreative writingAcademic writingSocial media postTechnical documentationProduct description
Customer support
temperature: 0.2top_p: 0.5presence penalty: 0frequency penalty: 0.6In customer support, accurate and targeted responses are vital.
- Lower temperature and top_p values ensure that the AI's responses are precise and on point.
- Higher frequency penalty prevents the overuse of certain phrases.
- Low presence penalty allows the model to stay on topic.
Creative writing
temperature: 0.9top_p: 0.9presence Penalty: 0.6frequency Penalty: 0Creative writing requires imaginative and original content.
- High temperature and top_p value encourages diverse and unpredictable outputs.
- High presence penalty promotes novelty in the text
- Low frequency penalty allows the AI to occasionally repeat phrases for stylistic effect.
Academic writing
temperature: 0.2top_p: 0.5presence Penalty: 0.1frequency Penalty: 0.6Academic writing should be accurate, structured, and stay on the topic.
- Low temperature and top_p values result in focused and reliable outputs.
- Low presence penalty keeps the model on topic.
- High frequency penalty avoids the overuse of certain phrases or terms.
Social media post
temperature: 0.8top_p: 0.9presence Penalty: 0frequency Penalty: 0.3Social media posts should be engaging, casual, and often use recurring themes or hashtags.
- High temperature and top_p value encourage creative and diverse outputs.
- Low presence and frequency penalty values allow for the reuse of popular words, phrases, or topics that are common in social media trends.
Technical documentation
temperature: 0.3top_p: 0.5presence Penalty: 0.1frequency Penalty: 0.6Technical documentation needs to be clear, concise, and focused.
- Lower temperature and top_p ensure deterministic and consistent output.
- Low presence penalty helps the model stick to the specific technical topic.
- Higher frequency penalty prevents the overuse of specific technical terms.
Product description
temperature: 0.7top_p: 0.9presence Penalty: 0.1frequency Penalty: 0.2Product descriptions should be engaging, creative, and use repetitive phrases for emphasis.
- Moderate temperature and high top_p value allow for a balance of creative and focused outputs.
- Low presence penalty encourages sticking to the product's main features.
- Low frequency penalty allows the repetition of key product attributes for emphasis.