Leonie Monigatti on LinkedIn: 4 tutorials that helped me learn LLM fine-tuning in 3 weeks: 1. “How to… | 18 comments
Leonie Monigattilinkedin.com
Leonie Monigatti on LinkedIn: 4 tutorials that helped me learn LLM fine-tuning in 3 weeks: 1. “How to… | 18 comments
Key Takeaways Develop a Personal AI Roadmap: Outline your learning objectives, pinpoint AI topics that excite you, and set achievable milestones to track your progress and celebrate your successes. Engage with Hands-on AI Projects: Apply your theoretical knowledge to real-world
ModernMind Publications • Generative AI for Beginners Made Easy: Master Artificial Intelligence and Machine Learning Fundamentals, Learn Creative AI, and Enhance Your Skills With Interactive Real-World Exercises
A suggestion for an effective 11-step LLM summer study plan:
1) Read* Chapters 1 and 2 on implementing the data loading pipeline (https://t.co/CwvRu6MRdV & https://t.co/NGT1VM4P1R).
2) Watch Karpathy's video on training a BPE tokenizer from scratch (https://t.co/UCSJQCxMxn).
3) Read Chapters 3 and 4 on implementing the model architecture.
4) Watch Karpathy's video on pretraining the LLM.
5) Read Chapter 5 on pretraining the LLM and then loading pretrained weights.
6) Read Appendix E on adding additional bells and whistles to the training loop.
7) Read Chapters 6 and 7 on finetuning the LLM.
8) Read Appendix E on parameter-efficient finetuning with LoRA.
9) Check out Karpathy's repo on coding the LLM in C code (https://t.co/76OPO9yNla... See more
Sebastian Raschkax.comHow I Learned Complex Topics 10x Faster with NotebookLM