Could we use the new multi-output `xgboost` ?

[tim-x-y-z]

It would be nice to have access to the new multi-output feature exposed in xgboost 2.0

https://xgboost.readthedocs.io/en/stable/tutorials/multioutput.html#training-with-vector-leaf