From 47a750014dc46947862329484a1258e9e7a39936 Mon Sep 17 00:00:00 2001 From: Sebastian Raschka Date: Tue, 24 Jun 2025 08:24:02 -0500 Subject: [PATCH] Add link to free exercise PDF (#706) --- README.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/README.md b/README.md index 64ac9d7..9edb158 100644 --- a/README.md +++ b/README.md @@ -93,6 +93,19 @@ The mental model below summarizes the contents covered in this book. The code in the main chapters of this book is designed to run on conventional laptops within a reasonable timeframe and does not require specialized hardware. This approach ensures that a wide audience can engage with the material. Additionally, the code automatically utilizes GPUs if they are available. (Please see the [setup](https://github.com/rasbt/LLMs-from-scratch/blob/main/setup/README.md) doc for additional recommendations.) + + +  +## Exercises + +Each chapter of the book includes several exercises. The solutions are summarized in Appendix C, and the corresponding code notebooks are available in the main chapter folders of this repository (for example, [./ch02/01_main-chapter-code/exercise-solutions.ipynb](./ch02/01_main-chapter-code/exercise-solutions.ipynb). + +In addition to the code exercises, you can download a free 170-page PDF titled [Test Yourself On Build a Large Language Model (From Scratch)](https://www.manning.com/books/test-yourself-on-build-a-large-language-model-from-scratch) from the Manning website. It contains approximately 30 quiz questions and solutions per chapter to help you test your understanding. + + + + +   ## Bonus Material