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

Generative AI Interview Questions

Questions Answers Views Company eMail

What considerations are involved in processing for inference in LLMs?

619

What steps can be taken to measure, learn from, and celebrate success in Generative AI projects?

436

How can latency be reduced in LLM-based applications?

648

Why is it essential to observe copyright laws in LLM applications?

677

How can the costs of LLM inference and deployment be calculated and optimized?

608

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

654

What strategies can simplify LLM development and deployment?

662

What is Generative AI, and how does it differ from traditional AI models?

Describe the Transformer architecture used in modern LLMs.

How do you balance innovation with practical business constraints?

How do you select the right model architecture for a specific Generative AI application?

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

How would you adapt a pre-trained model to a domain-specific task?

What are some techniques to improve LLM performance for specific use cases?

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

Un-Answered Questions { Generative AI }

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

How do you implement beam search for text generation?

793

How can organizations identify business problems suitable for Generative AI?

How can Generative AI contribute to scientific research?

How do you ensure knowledge sharing within your team?

681

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

Why is data governance critical in managing LLMs?

How do foundation models support Generative AI systems?

How do you ensure compatibility between Generative AI models and other AI systems?

How do you enforce data governance in Generative AI projects?

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

How does Generative AI impact e-commerce personalization?

How can organizations create a culture of collaboration around Generative AI projects?

423

How do few-shot and zero-shot learning influence prompt engineering?

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

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