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 }

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

What are the key elements to consider when creating user interfaces for LLM applications?

664

What are the challenges of using large datasets in LLM training?

1135

How do you implement beam search for text generation?

797

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

What distinguishes general-purpose LLMs from task-specific and domain-specific LLMs?

What are the differences between encoder-only, decoder-only, and encoder-decoder architectures?

894

How do you ensure that your LLM generates contextually accurate and meaningful outputs?

How do you ensure compliance with industry regulations in AI projects?

What does "accelerating AI functions" mean, and why is it important?

How do you prepare and clean data for training a generative model?

How can Generative AI be used for text summarization?

Why is security and governance critical when managing LLM applications?

What are the best practices for integrating LLM apps with existing data?

600

How do you ensure collaboration between data scientists and software engineers?

For More Un-Answered { Generative AI } Questions Click Here