Key Hyperparameters in Fine-Tuning — Roadmap Step & Resources
Learning rate, epochs, batch size and their practical effects
- 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: Key Hyperparameters in Fine-Tuning.
- PyTorch Documentation (Article) — Official documentation on training hyperparameters. Relevant to: Key Hyperparameters in Fine-Tuning.
Part of
- Hyperparameter Selection and Tuning — section
- Fine-Tuning & Model Customization roadmap — the full learning path