LLMs-from-scratch/ch05/04_learning_rate_schedulers/README.md

# Adding Bells and Whistles to the Training Loop

The main chapter used a relatively simple training function to keep the code readable and fit Chapter 5 within the page limits. Optionally, we can add a linear warm-up, a cosine decay schedule, and gradient clipping to improve the training stability and convergence.

You can find the code for this more sophisticated training function in [Appendix D: Adding Bells and Whistles to the Training Loop](../../appendix-D/01_main-chapter-code/appendix-D.ipynb).
Add and link bonus material (#84) 2024-03-23 07:27:43 -05:00			`# Adding Bells and Whistles to the Training Loop`

			`The main chapter used a relatively simple training function to keep the code readable and fit Chapter 5 within the page limits. Optionally, we can add a linear warm-up, a cosine decay schedule, and gradient clipping to improve the training stability and convergence.`

			`You can find the code for this more sophisticated training function in [Appendix D: Adding Bells and Whistles to the Training Loop](../../appendix-D/01_main-chapter-code/appendix-D.ipynb).`