Fine-tuning Tiny LLM for Sentiment Analysis - TinyLlama and LoRA on a Single GPU

Fine-tuning Tiny LLM for Sentiment Analysis - TinyLlama and LoRA on a Single GPU

Venelin Valkov via YouTube Direct link

- Intro

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- Intro

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Fine-tuning Tiny LLM for Sentiment Analysis - TinyLlama and LoRA on a Single GPU

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  1. 1 - Intro
  2. 2 - Text tutorial on MLExpert
  3. 3 - Why fine-tuning Tiny LLM?
  4. 4 - Prepare the dataset
  5. 5 - Model & tokenizer setup
  6. 6 - Token counts
  7. 7 - Fine-tuning with LoRA
  8. 8 - Training results & saving the model
  9. 9 - Inference with the trained model
  10. 10 - Evaluation
  11. 11 - Conclusion

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