how to fine tuning with pre_trained model

[WY19940327]

hello,
I have pre-trained transformer model ,and now I want to adds another layer to fine tuning my model with new data.
but when I read last pre-trained model checkpoint, it display error with not found key in checkpoint.
and what should I do for this error, how to modify trainer.py