How to train two or several identifiers in the same model?

[wyang22]

I want to train the model to learn multiple identifiers, for example: swy dog is playing with sks cat While so far not very successful on the training results, I train them in sequence, while it seems forgetting the former one during the training of the second one, any best practice or suggestions on this? thanks