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The options are summarized in Appendix C, and the corresponding code notebooks can be found in the principle chapter folders of this repository (for example, ./ch02/01_main-chapter-code/exercise-solutions.ipynb. It begins with a pretrained model and implements different reasoning approaches, including inference-time scaling, reinforcement learning, and distillation, to improve the mannequin’s reasoning capabilities. Build A Reasoning Mannequin (From Scratch), whereas a standalone guide, can be thought-about as a sequel to Build A Large Language Model (From Scratch). The course is organized into chapters and sections that mirror the guide’s structure in order that it can be used as a standalone various to the guide or complementary code-along useful resource. A 17-hour and 15-minute companion video course where I code via each chapter of the guide.

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