A correction notice for Listing 6.5 (page 198) in the book 'Build a Reasoning Model From Scratch'. The random seed in the code should be `torch.manual_seed(5)` instead of `torch.manual_seed(0)`. While the code still runs correctly with seed 0, the numeric outputs will differ from those shown in the book, potentially causing confusion when following along with Chapter 6 examples. The fix will be included in the next printing.
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