Building a Fine-Tuning Evaluation Suite — Roadmap Step & Resources
A repeatable set of tests to run after every training run
- Level: beginner
- Estimated time: 1 days
- Roadmap: Fine-Tuning & Model Customization
Before this step
Interview questions
- How would you verify that a fine-tuned model hasn't gotten worse at tasks outside its target domain?
Study resources
- PyTorch Documentation (Article) — Official documentation for the deep learning framework underlying most modern fine-tuning workflows. Background reading/viewing for: Building a Fine-Tuning Evaluation Suite.
- Hugging Face Documentation (Article) — Official documentation on evaluating fine-tuned models. Relevant to: Building a Fine-Tuning Evaluation Suite.
Part of
- Evaluating Fine-Tuned Models — section
- Fine-Tuning & Model Customization roadmap — the full learning path