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?

629

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

468

How can latency be reduced in LLM-based applications?

670

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

711

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

619

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

678

What strategies can simplify LLM development and deployment?

683

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 }

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

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

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

How do you balance innovation with practical business constraints?

How do you identify and mitigate bias in Generative AI models?

What advancements are enabling the next generation of LLMs?

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

What techniques are used in Generative AI for image generation?

What is context retrieval, and why is it important in LLM applications?

546

What are the privacy implications of using large datasets for Generative AI?

What are the challenges of working on cross-functional AI teams?

What strategies can simplify LLM development and deployment?

683

How do you train a model for generating creative content, like poetry?

822

How is Generative AI transforming the AI landscape?

How is Generative AI used in healthcare?

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