Advanced Topics

Advanced Gen AI concepts: RLHF, constitutional AI, model alignment, interpretability, and cutting-edge research topics.

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Medium Concepts (1)

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How do LLMs set their maximum context window? Explain the role of architecture, training, and API configuration.

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Hard Concepts (4)

#51Hardadvanced-topics

How would you mitigate hallucinations in an LLM response?

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Design a safety filtering system for an LLM chatbot.

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#53Hardadvanced-topics

Explain BLEU, ROUGE, and METEOR scores. When would you use each?

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#54Hardadvanced-topics

How would you run a blind evaluation of two LLM models?

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