大模型基础

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

题目目录

80 道原题
  1. Your chatbot loses context after 10 turns in a conversation. How do you maintain a long conversation context?

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  2. Your chatbot fails when users switch topics mid-conversation. How do you handle topic switches?

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  3. Your QA system always generates an answer even when no answer exists in the context. How do you detect unanswerable questions?

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  4. Your summarization system hallucinated facts not in the original article. How do you fix it?

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  5. Your text generation repeats phrases in long outputs. How do you fix repetition?

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  6. Transformers work on text, so can they also understand images?

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  7. Small Language Models (SLMs)

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  8. Large Reasoning Models (LRMs)

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  9. Jev and System One Models

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  10. What are Autoregressive Models?

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