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ChatGPT - How to efficiently tune ChatGPT (instruction construction model-LACES problem model)
question structure
To have an efficient conversation with ChatGPT, there are a few tips:
- Ask clear and specific questions. Avoid asking vague and overly broad questions, ChatGPT will not find accurate and satisfactory answers.
- Avoid asking questions that require complex reasoning and coherent answers. ChatGPT mainly relies on large-scale corpus training to match questions and answers, and cannot perform complex logical reasoning.
- You can ask some factual questions, ChatGPT has a wide range of knowledge graphs, and it does well in this regard. For example, ask about historical events, celebrity profiles, etc.
- Avoid asking long questions. ChatGPT does not handle long questions very well, it is easy to lose key information, and the quality of answers decreases. If the question is longer, consider splitting it into several shorter questions.
- The knowledge boundary of ChatGPT can be explored. For example, ask some very professional or partial knowledge questions to see if ChatGPT can still give satisfactory answers, which helps to understand its capabilities.
- Avoid prolonged conversations. ChatGPT's memory and coherence are poor, and long-term conversations are prone to contradictions and repetitions. So the dialogue should be kept short, ideally 3-5 rounds of dialogue each time.
- Giving feedback can help ChatGPT learn. If you are satisfied with an answer of ChatGPT, you can express your likes or give a thumbs up. If you are not satisfied, you can also directly point out that this feedback will be recorded to help ChatGPT continue to learn and improve.
