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Fine-Tuning LLM with QLoRA on Single GPU - Training Falcon-7b on ChatBot Support FAQ Dataset

Fine-Tuning LLM with QLoRA on Single GPU - Training Falcon-7b on ChatBot Support FAQ Dataset

Venelin Valkov via YouTube Direct link

- Introduction

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- Introduction

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Fine-Tuning LLM with QLoRA on Single GPU - Training Falcon-7b on ChatBot Support FAQ Dataset

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  1. 1 - Introduction
  2. 2 - Text Tutorial on MLExpert.io
  3. 3 - Falcon LLM
  4. 4 - Google Colab Setup
  5. 5 - Dataset
  6. 6 - Load Falcon 7b and QLoRA Adapter
  7. 7 - Try the Model Before Training
  8. 8 - HuggingFace Dataset
  9. 9 - Training
  10. 10 - Save the Trained Model
  11. 11 - Load the Trained Model
  12. 12 - Evaluation
  13. 13 - Conclusion

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