Incorporating LLMs in High-stake Use Cases - Best Practices and Considerations

Incorporating LLMs in High-stake Use Cases - Best Practices and Considerations

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Best Practice: Breaking up your tasks into smaller tasks

4 of 9

4 of 9

Best Practice: Breaking up your tasks into smaller tasks

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Incorporating LLMs in High-stake Use Cases - Best Practices and Considerations

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  1. 1 Intro
  2. 2 Let's start with a therapy bot
  3. 3 Best practices from Dialogue Systems 1.0
  4. 4 Best Practice: Breaking up your tasks into smaller tasks
  5. 5 Best Practice: In context Examples
  6. 6 Best Practice: Don't use LLMs if you don't have to
  7. 7 Best Practice: Finetune your own LLM
  8. 8 Evaluate your model rigorously
  9. 9 Open Questions in using Black Box LLMs for high-stakes use cases

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