Evaluate and Choose the Best LLM Using Automatic Metrics on Custom Datasets

Evaluate and Choose the Best LLM Using Automatic Metrics on Custom Datasets

Venelin Valkov via YouTube Direct link

- Text tutorial on MLExpert.io

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- Text tutorial on MLExpert.io

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Evaluate and Choose the Best LLM Using Automatic Metrics on Custom Datasets

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  1. 1 - Intro
  2. 2 - Text tutorial on MLExpert.io
  3. 3 - LLM evaluation approaches
  4. 4 - Available tools & metrics
  5. 5 - Evaluation process
  6. 6 - Google Colab setup
  7. 7 - Dataset
  8. 8 - Generate model predictions
  9. 9 - Naive evaluation
  10. 10 - Use AI to evaluate AI
  11. 11 - Evaluation report
  12. 12 - Conclusion

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