How do you implement beam search for text generation?

807

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

46

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

43

Why is security and governance critical when managing LLM applications?

50

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

579

How do Generative AI models create synthetic data?

45

Why is specialized hardware important for LLM applications, and how can it be allocated effectively?

49

How do generative adversarial networks (GANs) work?

38

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

710

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

619

What is hallucination in LLMs, and how can it be controlled?

52

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

45

What motivates you to work in the field of Generative AI?

838

How do you approach learning a new AI framework or technology?

42

How can latency be reduced in LLM-based applications?

669