Fine-tuning Llama 3.2 for Mental Health Sentiment Analysis Using TorchTune

Fine-tuning Llama 3.2 for Mental Health Sentiment Analysis Using TorchTune

Venelin Valkov via YouTube Direct link

- Trained model evaluation

12 of 13

12 of 13

- Trained model evaluation

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Fine-tuning Llama 3.2 for Mental Health Sentiment Analysis Using TorchTune

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  1. 1 - Welcome
  2. 2 - Text tutorial on MLExpert.io
  3. 3 - What is torchtune?
  4. 4 - Google Colab setup
  5. 5 - Data overview & preprocessing
  6. 6 - Create dataset
  7. 7 - Download Llama 3.2
  8. 8 - Untrained model evaluation
  9. 9 - Fine-tuning configuration
  10. 10 - Training metrics
  11. 11 - Upload trained model to HuggingFace Hub
  12. 12 - Trained model evaluation
  13. 13 - Conclusion

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