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Understand and train your own GPT – No prior AI or coding knowledge required

Understand and train your own GPT – No prior AI or coding knowledge required

serced_red
April 15, 2025
reddit

Hi all
I wrote this "blog" Google colab notebook for friends and family who have little technical know-how or do not yet have an understanding of language models. It's based on nanoGPT (a minimal GPT implementation from Andrej Karpathy, ex-OpenAI).

However, I rewrote the code from scratch, made it more explicit, and have lots of textual information such that everyone should be able to follow what is happening when, and train their own little GPT :) Hope it helps some people and let me know if you have any questions/feedback.

Find it here: https://colab.research.google.com/drive/1J9qJ-JArJSORVfOcppoD4cMC3u2I7aGZ?usp=sharing

Tl;dr: Blog about how LLMs work & train a mini model without prior knowledge.

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