Error log is huge and I need to reduce

I have a multisite setup and I've discovered that my error log is huge (2.3 GB) and I'm wondering what I should do to get that size down. Can I just erase it completely and another one will regenerate? I can't seem to find the right article to help me solve this issue. Any direction is appreciated.