Prompt Engineering Debug Quiz

Quiz covering Troubleshooting

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

1. 1

   If an LLM consistently ignores a specific constraint in your prompt (e.g., 'respond in under 50 words'), what is the most effective first step to troubleshoot?

2. 2

   You are debugging a prompt that provides inconsistent results for a classification task. Which technique is most likely to improve stability and reliability?

3. 3

   Your model is 'hallucinating' facts during a retrieval-augmented generation (RAG) task. Which modification is most likely to fix this issue?

4. 4

   When debugging a prompt that is performing poorly on a multi-step logic task, what is the 'Chain-of-Thought' troubleshooting approach?

5. 5

   You have optimized a prompt for GPT-4, but when you deploy it to a smaller, faster model (e.g., GPT-3.5 or an open-source equivalent), performance degrades significantly. Why?