How to fix an Allowed memory size of X bytes exhausted Drupal Error on HostMonster

I had trouble with memory on a HostMonster server after trying to move a Drupal site over to them.
Here is the helpful directions from tech support that solved the problem.
 
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See original: Brian Kenyon .com How to fix an Allowed memory size of X bytes exhausted Drupal Error on HostMonster