多模态 AI

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

题目目录

30 道原题
  1. What are the latency and cost considerations for multi-modal AI in production?

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  2. How do you handle multi-modal content moderation?

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  3. What is text-to-video generation, and what are the current state-of-the-art approaches?

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  4. Explain Multimodal Fusion Techniques: Early Fusion vs Late Fusion.

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  5. Your vision-language model generates factually incorrect image descriptions. How do you fix it?

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  6. Your VLM answers single-image questions but fails on multi-page documents. How do you fix it?

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  7. Your multimodal LLM ignores the image and generates descriptions from text alone. How do you fix it?

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  8. Your diffusion model ignores precise control requirements in text prompts. How do you improve controllability?

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  9. Your diffusion model generates sharp but repetitive images. How do you balance quality vs diversity?

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  10. Your diffusion model takes too long per image. How do you speed up sampling?

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