ChatGPT 3.5 is an early version in the family that already showed major progress in natural language processing. Even though it trails newer versions on some parameters, GPT-3.5 remains a reliable tool for handling simpler tasks quickly.
Key characteristics of ChatGPT 3.5
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Architecture: Transformer
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Parameter count: Around 175 billion
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Tasks: Creative writing, basic data analysis, simple dialogue
Prompting tips for ChatGPT 3.5
Zero-shot prompting:
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Use clear, specific instructions.
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Phrase requests as questions or commands.
Example:
Write a short description of the photosynthesis process.
Few-shot prompting:
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Give 2-3 examples of the format or style you want.
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Make sure the examples are varied but follow the same structure.
Example:
Write three headlines for a news story about the launch of a new eco-friendly initiative.
Here are style examples:
1. 'A recycling revolution: City X launches a zero-waste programme'
2. 'Green breakthrough: Company Y unveils biodegradable packaging'.
Role prompts:
- Assign the model a specific role to get more focused answers.
Example:
You are an experienced marketer. Suggest five ideas for promoting a new product on social media.
Using structured requests:
- Break complex tasks into step-by-step instructions.
Example:
1. Describe the core principles of machine learning.
2. List three popular algorithms.
3. Explain how one of them works.