# Building makemore Part 2: MLP

**Published:** October 14, 2026
**Author:** Andrej Karpathy
**Source:** YouTube — Andrej Karpathy
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/building-makemore-part-2-mlp

Hi everyone. Today we are continuing our implementation of makemore. Now in the last lecture we implemented the bigram language model and we implemented both using counts and also using a super simple neural network that had a single linear layer. Now this is the Jupyter…

> From the original source: **YouTube — Andrej Karpathy**
> [Read full article at YouTube — Andrej Karpathy](https://www.youtube.com/watch?v=TCH_1BHY58I)

**Tags:** #YouTube

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