Ask HN: Build Your Own LLM?

The best way to really understand how something works is to build it yourself. So I am wondering if there are any good tutorials on building your own LLM from scratch. I.e. implementing tokenisation, embeddings, attention and so. I am not suggesting one could replicate chatGPT, but more a toy model based on a much smaller corpus and training data.