It sounds like new flapper and new fill valve time.
Even though it doesn't bother you that you are wasting gallons and gallons of water, it should be stopped.
This is a fun link
If your toilet has a leak, you could be wasting about 200 gallons of water every day. That would be like flushing your toilet more than 50 times for no reason!