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How to Fine-Tune LLMs for Specialized Enterprise Tasks - Curating Data and Emerging Methods

How to Fine-Tune LLMs for Specialized Enterprise Tasks - Curating Data and Emerging Methods

Snorkel AI via YouTube Direct link

Outline

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Outline

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Classroom Contents

How to Fine-Tune LLMs for Specialized Enterprise Tasks - Curating Data and Emerging Methods

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  1. 1 Introduction
  2. 2 When and why finetune LLMs
  3. 3 Data considerations
  4. 4 Recent methods
  5. 5 Training data
  6. 6 Outline
  7. 7 Mission
  8. 8 Development Process
  9. 9 Domain Expert
  10. 10 Quality Model
  11. 11 Quality Model Example
  12. 12 Data Slices
  13. 13 Writing Data Slices
  14. 14 QA Session

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