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README.md

Fine-Tuning Tips

This is a living document. These are all the resource links extracted from Akram's and my presentation titled "AI Model Security for Fine-Tuning and Training" in O'Reilly:

  1. LLMs from Scratch GitHub Repository
  2. LLM Fine-Tuning GitHub Repository
  3. Video: Introduction to Fine-Tuning Pre-trained Models
  4. Article: Fine-Tuning Large Language Models
  5. Visualization: Domain Adaptation in NLP with LLM Fine Tuning - Medium
  6. How Fine-Tuning Works for NLP Tasks – YouTube
  7. Addressing Bias in AI Models – YouTube
  8. Model Compression Visualization - ArXiv
  9. Personalizing AI Models – YouTube
  10. Multilingual NLP Fine-Tuning – YouTube
  11. Hacker Repo
  12. MITRE ATLAS
  13. OWASP GenAI
  14. Becoming a Hacker (Explanation Article)
  15. SLM vs LLM (LinkedIn Article)
  16. Unsloth AI GitHub Repository
  17. Colab Notebook for Fine-Tuning
  18. Unleashing the Power of Unsloth and QLora Blog
  19. Becoming a Hacker (Article)
  20. https://github.com/tien02/llm-math
  21. https://www.youtube.com/watch?v=wjZofJX0v4M
  22. https://www.youtube.com/watch?v=eMlx5fFNoYc