Choosing LoRA Rank and Target Modules — Roadmap Step & Resources
Key hyperparameters that affect PEFT quality and efficiency
- 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: Choosing LoRA Rank and Target Modules.
Part of
- Parameter-Efficient Fine-Tuning (PEFT/LoRA) — section
- Fine-Tuning & Model Customization roadmap — the full learning path