Next transformer chapter (final version)

Here's the final version of Chapter 7 of the neural net series, about the multilayer perception blocks in transformers, as motivated by the question of how LLMs may store facts. The plan is to make it public tomorrow, let me know if you catch any little errors in the meantime.