Case Study: Fine-Tuning for a Production Use Case — Roadmap Step & Re…
Taking a fine-tuning project from data collection to deployed model
- Level: beginner
- Estimated time: 1 days
- Roadmap: Fine-Tuning & Model Customization
Before this step
Mini projects
- Complete a full fine-tuning project: data prep, training, evaluation and a deployment plan
Study resources
- Hugging Face Documentation (Article) — Official documentation covering Transformers, PEFT, and fine-tuning workflows for open-weight models. Background reading/viewing for: Case Study: Fine-Tuning for a Production Use Case.
- freeCodeCamp (Video) — freeCodeCamp's fine-tuning courses, useful for portfolio-building projects. Relevant to: Case Study: Fine-Tuning for a Production Use Case.
Part of
- Career and Capstone — section
- Fine-Tuning & Model Customization roadmap — the full learning path