Direct Preference Optimization (DPO) — Roadmap Step & Resources
A simpler alternative to full RLHF for preference-based training
- Level: beginner
- Estimated time: 1 days
- Roadmap: Fine-Tuning & Model Customization
Before this step
Study resources
- Hugging Face Documentation (Article) — Official documentation covering Transformers, PEFT, and fine-tuning workflows for open-weight models. Background reading/viewing for: Direct Preference Optimization (DPO).
Part of
- RLHF and Preference-Based Alignment — section
- Fine-Tuning & Model Customization roadmap — the full learning path