Port Encoder-Decoder Example from Jax AI Stack

[chapman20j]

Port this tutorial

The tutorial provides guidance on defining and training an encoder-decoder model.

Additional features

• Update the parameter definitions to be in a dataclass for consistency with other Bonsai models
• Use KV-cache later in the tutorial for faster decoding

[Aatman09]

Hi