Generative AI Interview Questions, Answers for Freshers and Experienced asked in various Company Job Interviews

Generative AI Interview Questions

Questions Answers Views Company eMail

Which developer tools and frameworks are most commonly used with LLMs?

Why is data governance critical in managing LLMs?

How can governance be extended to all data types?

What steps are involved in defining the use case and scope of an LLM project?

How can one select the right LLM for a specific project?

What factors should be considered when comparing small and large language models?

What strategies can be used to adapt LLMs to a specific use case?

What are prompt engineering techniques, and how can they improve LLM outputs?

How does learning from context enhance the performance of LLMs?

What is text retrieval augmentation, and why is it important?

What are the key steps involved in fine-tuning language models?

Can you explain reinforcement learning and its role in improving LLMs?

What is a vector database, and how is it used in LLM applications?

How can data pipelines be adapted for LLM applications?

How can organizations identify business problems suitable for Generative AI?

Un-Answered Questions { Generative AI }

How do you ensure Generative AI outputs comply with copyright laws?

What are the advantages of combining retrieval-based and generative models?

How can organizations identify business problems suitable for Generative AI?

What is Generative AI, and why is it significant in modern enterprises?

How can data governance be centralized in an LLM ecosystem?

Which developer tools and frameworks are most commonly used with LLMs?

Can you explain the concept of feature injection and its role in LLM workflows?

641

What steps would you take to build a recommendation system with Generative AI?

1176

How do you ensure knowledge sharing within your team?

702

How do you stay updated with the latest research in Generative AI?

Why is building a strong data foundation crucial for Generative AI initiatives?

579

What metrics do you use to evaluate the performance of a fine-tuned model?

How do you implement beam search for text generation?

807

What are the key differences between GPT, BERT, and other LLMs?

What steps are involved in defining the use case and scope of an LLM project?

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