Build A Reasoning Model (From Scratch), Page 198 @SebastianRaschka

Uploaded July 2026 | Updated September 2026, 2 weeks ago

In listing 6.5 on page 198 of Build a Reasoning Model (From Scratch), torch.manual_seed(0) should be torch.manual_seed(5).

This correction is needed to reproduce the generated response and the corresponding log-probability outputs later in Chapter 6. Future printings will include the correction.

Build A Reasoning Model (From Scratch), Page 198

L12.0: Improving Gradient Descent-based Optimization Lecture Overview

L13.3 Convolutional Neural Network Basics

L8.3 Logistic Regression Loss Derivative and Training

L12.6 Additional Topics and Research on Optimization Algorithms

L16.0 Introduction to Autoencoders Lecture Overview

L14.4.2 All-Convolutional Network in PyTorch Code Example