I have around 3000 training sentences with 7 different entities and 4 intents
I am training the rasa only for nlu part
I trained it for 100 epocs but getting very high loss(3.86) you can see below
Epochs: 100%|██████████████████████████████████████████████████████████| 100/100 [12:56<00:00, 7.77s/it, t_loss=3.86, m_acc=0.917, i_acc=1, e_f1=0.97]
Can anyone help me to understand the mistake and decrease the loss?
If I increase the epoch it will start overfitting the data ,is there any way to check that ?