How to transfer weights from a trained LSTM to a new LSTM model?

Hello,

I am working on tranfer learning of LSTM network where I want to use network weights of a trained LSTM model to serve as initialization for the model to be trained on the target data. Please let me know how can I do that (prefferably with necessary code).

Thank you in advance,