What considerations are involved in processing for inference in LLMs?

621

How do you approach working with incomplete or ambiguous requirements?

833

How do AI agents function in orchestration, and why are they significant for LLM apps?

27

How do Generative AI models create synthetic data?

32

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

31

What advancements are enabling the next generation of LLMs?

28

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

28

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

32

How do you measure diversity and coherence in text generated by LLMs?

33

Can you explain the key technologies and principles behind LLMs?

36

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

38

How can latency be reduced in LLM-based applications?

660

How do you balance transparency and performance in Generative AI systems?

38

What are the benefits and challenges of fine-tuning a pre-trained model?

31

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

32