Models predict always return Violence

[ducMNSD]

Thank you for your greate work ! I have a question that when I use your pretrained model to transfer with my custom dataset, I have a problem: the predicts results always return Violence. My datasets have 4000(2000 fi - 2000 no), I use 20% for validation Validation accuracy is 0.911