Tn both his alignment withCatholic principle and his anxious completion of duties, one perceives a desperation to avoid anyform of transgression, reflecting, perhaps, his state of vulnerability during his early days atClongowes.

y reflecthis eagerness to serve and abide to the Law'* that surrounds him.

A transformer starts with a token embedding, followed by a series of “residual blocks”, and finally a token unembedding. Each residual block consists of an attention layer, followed by an MLP layer. Both the attention and MLP layers each “read” their input from the residual stream (by performing a linear projection), and then “write” their result to the residual stream by adding a linear projection back in. Each attention layer consists of multiple heads, which operate in parallel.