模型与应用评测

题集来源:AMIT SHEKHAR(amitshekhariitbhu)收录项目:ai-engineering-interview-questions查看原题集

题目目录

36 道原题
  1. How do you set up an evaluation framework from scratch for a new LLM application?

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  2. Your model passes one fairness metric but fails another. How do you handle conflicting audit results?

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  3. Your model was fair at deployment, but became biased 6 months later. How do you monitor continuously?

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  4. An external auditor cannot reproduce your model's results. How do you ensure audit reproducibility?

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  5. How do you structure red teaming for an LLM chatbot before launch?

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  6. How do you red team a multimodal model where text-only safety tests miss cross-modal attacks?

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