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Local LLM Fine-tuning on Mac (M1 16GB) Using QLoRA and MLX

Local LLM Fine-tuning on Mac (M1 16GB) Using QLoRA and MLX

Shaw Talebi via YouTube Direct link

Fine-tuning with QLoRA -

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Fine-tuning with QLoRA -

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Local LLM Fine-tuning on Mac (M1 16GB) Using QLoRA and MLX

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  1. 1 Intro -
  2. 2 Motivation -
  3. 3 MLX -
  4. 4 GitHub Repo -
  5. 5 Setting up environment -
  6. 6 Example Code -
  7. 7 Inference with un-finetuned model -
  8. 8 Fine-tuning with QLoRA -
  9. 9 Aside: dataset formatting -
  10. 10 Running local training -
  11. 11 Inference with finetuned model -
  12. 12 Note on LoRA rank -

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