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Scaling Language Model Tuning with Snorkel AI - A Case Study

Scaling Language Model Tuning with Snorkel AI - A Case Study

Snorkel AI via YouTube Direct link

Outro

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Outro

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Scaling Language Model Tuning with Snorkel AI - A Case Study

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  1. 1 Introduction
  2. 2 Overview of large language model development
  3. 3 How finetuning requires golden data
  4. 4 How CLE uses large language models
  5. 5 Guiding models
  6. 6 Case study
  7. 7 Instruction classification
  8. 8 Instruction classes
  9. 9 Response quality model
  10. 10 Win rates
  11. 11 Experiment
  12. 12 Summary
  13. 13 Outro

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