Tricks to Fine Tuning - Advanced Techniques for Model Training Without Labels

Tricks to Fine Tuning - Advanced Techniques for Model Training Without Labels

MLOps.community via YouTube Direct link

[43:08] Fine-tuning Model Differences

12 of 14

12 of 14

[43:08] Fine-tuning Model Differences

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Tricks to Fine Tuning - Advanced Techniques for Model Training Without Labels

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  1. 1 [00:00] Raj's preferred coffee
  2. 2 [00:36] Takeaways
  3. 3 [01:02] Tao Naming Decision
  4. 4 [04:19] No Labels Machine Learning
  5. 5 [08:09] Tao and TAO breakdown
  6. 6 [13:20] Reward Model Fine-Tuning
  7. 7 [18:15] Training vs Inference Compute
  8. 8 [22:32] Retraining and Model Drift
  9. 9 [29:06] Prompt Tuning vs Fine-Tuning
  10. 10 [34:32] Small Model Optimization Strategies
  11. 11 [37:10] Small Model Potential
  12. 12 [43:08] Fine-tuning Model Differences
  13. 13 [46:02] Mistral Model Freedom
  14. 14 [53:46] Wrap up

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