L09Course · Practitioner
Fine-Tune a Small Model
The full fine-tuning cycle.
From data to deployed, with a report defending the choice to fine-tune.
- 01
Assemble a dataset.
- 02
Fine-tune a small open model.
- 03
Evaluate against the base.
- 04
Deploy the result.
Prerequisites
- — Transfer Learning and Foundation Models.
Pacing
The Lab.
- IModule
The lab
The fine-tune.
A Note from the Faculty
Most fine-tunes are unnecessary. Yours should justify itself.