Why is my loss in the verification set going up but my loss in the training set going down

[826zhanji]

excuse me，after i run your code in my dataset，i found the va_loss is going up ，but train loss is going down.so So，Have you ever encountered this situation when working with your own data set. Thanks for sharing

[Akhila-Yerukola]

It seems that you're overfitting on your train set. Either add regularization or do early stopping. There are lots of other ways to prevent overfitting as well.

[zhhhzhang]

excuse me，after i run your code in my dataset，i found the va_loss is going up ，but train loss is going down.so So，Have you ever encountered this situation when working with your own data set. Thanks for sharing

hi! i wonder if the task of implement is for text summarization? could you share a toy_dataset so that i can make my own dataset? just an data example? thanks