How can i store state of model?

[AvinashUtekar]

I have hourly electricity consumption data for each building. I want to forecast the next 7 days (hourly) every Monday. When I feed data to the model each Monday, the model should retain past data or parameters so that it improves in accuracy over time.
I mean model should remember past data or parameters to improve accuracy iteratively.
how can i achieve it?