Regularization Techniques — Roadmap Step & Resources
Methods to prevent overfitting during 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: Regularization Techniques.
- PyTorch Documentation (Article) — Official documentation relevant to regularization and overfitting. Relevant to: Regularization Techniques.
Part of
- Overfitting and Catastrophic Forgetting — section
- Fine-Tuning & Model Customization roadmap — the full learning path