Data Quality Over Data Quantity — Roadmap Step & Resources
Why a small, clean dataset often beats a large, noisy one
- 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: Data Quality Over Data Quantity.
Part of
- Preparing Training Data for Fine-Tuning — section
- Fine-Tuning & Model Customization roadmap — the full learning path