Fine-tuning Optimizations - DoRA, NEFT, LoRA+, and Unsloth

Fine-tuning Optimizations - DoRA, NEFT, LoRA+, and Unsloth

Trelis Research via YouTube Direct link

Unsloth

13 of 14

13 of 14

Unsloth

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Fine-tuning Optimizations - DoRA, NEFT, LoRA+, and Unsloth

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  1. 1 Improving on LoRA
  2. 2 Video Overview
  3. 3 How does LoRA work?
  4. 4 Understanding DoRA
  5. 5 NEFT - Adding Noise to Embeddings
  6. 6 LoRA Plus
  7. 7 Unsloth for fine-tuning speedups
  8. 8 Comparing LoRA+, Unsloth, DoRA, NEFT
  9. 9 Notebook Setup and LoRA
  10. 10 DoRA Notebook Walk-through
  11. 11 NEFT Notebook Example
  12. 12 LoRA Plus
  13. 13 Unsloth
  14. 14 Final Recommendation

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