As far as I understand I can develop 32 or 64 bit applications from Eclipse 32 and Eclipse 64 bit. Is this correct? If so, what are the benefits of running Eclipse 64 bit on a 64 bit JRE? 

I will mostly use the Python plugin PyDev to develop Python applications.