Fine-tuning Multi-modal LLaVA Vision and Language Models

Fine-tuning Multi-modal LLaVA Vision and Language Models

Trelis Research via YouTube Direct link

Applications

4 of 20

4 of 20

Applications

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Fine-tuning Multi-modal LLaVA Vision and Language Models

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  1. 1 Fine-tuning Multi-modal Models
  2. 2 Overview
  3. 3 LLaVA vs ChatGPT
  4. 4 Applications
  5. 5 Multi-modal model architecture
  6. 6 Vision Encoder architecture
  7. 7 LLaVA 1.5 architecture
  8. 8 LLaVA 1.6 architecture
  9. 9 IDEFICS architecture
  10. 10 Data creation
  11. 11 Dataset creation
  12. 12 Fine-tuning
  13. 13 Inference and Evaluation
  14. 14 Data loading
  15. 15 LoRA setup
  16. 16 Recap so far
  17. 17 Training
  18. 18 Evaluation post-training
  19. 19 Technical clarifications
  20. 20 Summary

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