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LLMOps and GenAI at Enterprise Scale - Challenges and Opportunities

LLMOps and GenAI at Enterprise Scale - Challenges and Opportunities

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Opportunities

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LLMOps and GenAI at Enterprise Scale - Challenges and Opportunities

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  1. 1 Introduction
  2. 2 Welcome
  3. 3 Deployment of LLMOps
  4. 4 LLMOps vs GenAI
  5. 5 Selecting a Foundation Model
  6. 6 Emerging Map Stack
  7. 7 Pretraining
  8. 8 Opportunities
  9. 9 Challenges
  10. 10 Monitoring
  11. 11 Guard Rails
  12. 12 Dynamic Architecture
  13. 13 Team Structure
  14. 14 Final Thoughts
  15. 15 Questions

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