Train Rasa NLU without having to restart the server

Hi, I’m using only RASA nlu and not the core part. Everytime I have to make a change in nlu.md file, I need to retrain and run the model which leads to downtime of server. Is it possible to train and create the model in the background and then execute the new model without having to restart the server?