I put together a repository at the end of last year to walk through a basic use of a single layer Transformer: detect whether "a" and "b" are in a sequence of characters. Everything is reproducible, so hopefully helpful at getting used to some of the tooling too!
https://github.com/rstebbing/workshop/tree/main/experiments/...