cyber-security-resources/ai_research/fine-tuning/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