Month 7 of 9
Model Fine-Tuning & Customization
Adapting LLMs ethically
Modules & Weeks
Explore each week's curriculum and objectives
1
Model Basics (Pre-Trained vs. Custom)
Objectives: Understand model types; why/when to fine-tune.
2
Ethical Data Preparation
Objectives: Curate/clean datasets responsibly.
3
LoRA Fine-Tuning (Python + Hugging Face)
Objectives: Run efficient tuning with PEFT/LoRA.
4
Evaluation and Deployment
Objectives: Test quality; deploy/integrate tuned model.