How can I save the fm model while using mcmc method?

[yuedra...@gmail.com]

How can I save the model while using mcmc method? I want to use a fm model for many times for example evaluating the model on both valid and test data. 

Now I learn two models with the same params and training data for this purporse, Is there any better methods to solve this problem.