Full Fine-Tuning Fundamentals — Roadmap Step & Resources
Updating all model parameters versus a subset
- 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: Full Fine-Tuning Fundamentals.
- PyTorch Documentation (Article) — Official documentation on distributed training relevant to full fine-tuning. Relevant to: Full Fine-Tuning Fundamentals.
Part of
- Full Fine-Tuning Approaches — section
- Fine-Tuning & Model Customization roadmap — the full learning path