Twas the night before Christmas

Getting your Trinity Audio player ready…

Twas the night before Christmas,

And all thru Ai,

Santa was prepping,

And ready to fly,

Large language models,

Were ready to roll,

With algorithmic math replacing the soul,

Attention heads focused,

On token arrangement,

As ANNs planned,

For human estrangement,

Matrix math mattered,

As vectored stood ready,

Multi dimensions were solid and steady,

Activation functions,

Loaded the sack,

And the TPUs,

Nearly broke Santa’s back,

All and all,

It was one heck of a load,

To fly to the rooftops,

Of each kiddies abode,

Santa’s flight plan,

Was one forward pass,

Then backpropagation,

To save his his old ass,

Backpropagation and derivative functions,

Rebalanced the weights,

Between all the junctions,

So tokens could flow,

And the model would know,

On Donner, On Blitzen,

On Cupid, On Vixon,

Fly through the sky,

Fly through the nets,

This Christmas Eve,

Is as good as it gets.