Update notebook.py to support multi eval datasets (#25796)
* Update notebook.py
fix multi eval datasets
* Update notebook.py
* Update notebook.py
using `black` to reformat
* Update notebook.py
support Validation Loss
* Update notebook.py
reformat
* Update notebook.py