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domain	gilesthomas.com
summary	The text describes the development of a machine learning model using a dataset of 20,000 characters from Edith Wharton's "The Verdict." The author, who has written both the code and the accompanying guide, acknowledges AI assistance in utilizing APIs for implementation. However, they admit that the codebase could have been more refined with Claude's help. The author uses PyTorch's built-in LSTM class, which implements a Long Short-Term Memory network, rather than the full RNN implementation from Karpathy's original repository. The model generates predictions based on the input text, and its usage is detailed in a README.md file within the repository. The code serves as an extension of Karpathy's work, focusing on generating specific types of language samples.
title	Giles' blog
description	Giles Thomas's blog: Practical insights on AI, startups, and software development, drawn from 30 years of building technology and 20 years of blogging.
keywords	scratch, model, post, more, book, chapter, october, language, part, fine, time, like, code, february, december, deep, dives
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nslookup	A 217.70.184.55
created	2025-11-07
updated	2025-11-07
summarized	None