Firefox uses a lot of RAM. It is the number one complaint about this otherwise awesome web browser. So what can you do to solve this issue? Well there are a few rumored fixed out there in the wild.
Here is the nitty-gritty about:config solution to the problem:

Open up about:config by typing [...]