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Want High Performing LLMs? It's All About Your Data - Importance of Quality Data in AI Development

Want High Performing LLMs? It's All About Your Data - Importance of Quality Data in AI Development

MLOps.community via YouTube Direct link

Predictability

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Predictability

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Classroom Contents

Want High Performing LLMs? It's All About Your Data - Importance of Quality Data in AI Development

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  1. 1 Intro
  2. 2 AI is mainstream
  3. 3 The Hype
  4. 4 The Transformer Paper
  5. 5 DataCentric AI
  6. 6 Modern ML Wave
  7. 7 Open Source Models
  8. 8 Good Quality Data
  9. 9 Importance of Data
  10. 10 Fine Tuning
  11. 11 Predictability
  12. 12 DataCentric Development
  13. 13 Chain of Thought Prompt
  14. 14 Context Retrieval
  15. 15 Instruction

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