Case Study: Fine-Tuning a Pretrained Model for a Custom Task — Roadma…
Adapting an existing model to a domain-specific dataset with limited labeled data
- Level: advanced
- Estimated time: 2 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Study resources
- Fine-tuning a pretrained model (Article) — The official Hugging Face documentation, the primary reference for a custom fine-tuning project.
- Fine-Tuning BERT Explained (Video) — A practical tutorial directly applicable to fine-tuning a pretrained model on a custom task.
Part of
- Case Studies & Capstone — section
- Deep Learning & Neural Networks roadmap — the full learning path