Implementing a minimalist GPT with 200 lines of Python code

May 30, 2023#极简 #GPT71

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This post is translated from Chinese into English through AI.View Original

AI-generated summary

This article is a summary and translation of Andrej Karpathy's Twitter thread and an article about implementing a simplified GPT using 200 lines of Python code. The main purpose is to provide an intuitive understanding of the internal workings of GPT, a complex system, using PyTorch.

How GPT Works: Implementing a Minimal GPT (2023) with 200 Lines of Python Code

Blog: http://arthurchiao.art/blog/gpt-as-a-finite-state-markov-chain-en/

This article is a compilation and translation by arthurchiao from Andrej Karpathy's tweets and an article: GPT as a finite-state Markov chain.

In fact, this article is based on PyTorch and does not solely rely on basic Python packages to implement a GPT. The main purpose is to provide a intuitive understanding of the internal workings of a complex system like GPT (not at a very low level).

It's a bit long...