Freezing Layers

Fine-Tuning series: 4 of 8

Fine-Tuning Series:

1. Weight Update

2. Pretrain vs Fine-Tune

3. Full Fine-Tuning

4. Freezing Layers

5. Linear Probe

6. Feature Extraction + Head

7. Adapter Layers

8. LoRA

In the previous lesson, full fine-tuning reviewed every prerequisite — Linear Algebra, Probability, Advanced ML — to refresh each subject with the latest topics. Effective, but exhausting.

Paid members: open the interactive diagram below ↓