Catastrophic Forgetting — Roadmap Step & Resources
How fine-tuning can degrade a model's pre-existing capabilities
- Level: beginner
- Estimated time: 1 days
- Roadmap: Fine-Tuning & Model Customization
Before this step
Study resources
- PyTorch Documentation (Article) — Official documentation for the deep learning framework underlying most modern fine-tuning workflows. Background reading/viewing for: Catastrophic Forgetting.
Part of
- Overfitting and Catastrophic Forgetting — section
- Fine-Tuning & Model Customization roadmap — the full learning path