Hyperparameter Search Strategies — Roadmap Step & Resources
Grid search, random search and more efficient alternatives
- Level: beginner
- Estimated time: 1 days
- Roadmap: Fine-Tuning & Model Customization
Before this step
Study resources
- OpenAI API Documentation (Article) — OpenAI's official documentation, including guides on fine-tuning hosted models. Background reading/viewing for: Hyperparameter Search Strategies.
- PyTorch Documentation (Article) — Official documentation on training hyperparameters. Relevant to: Hyperparameter Search Strategies.
Part of
- Hyperparameter Selection and Tuning — section
- Fine-Tuning & Model Customization roadmap — the full learning path