Removing an alias is quite easy; you have to use the --unset option, specifying the alias to remove. For example, if you want to remove the cm alias, you have to run:

$ git config --global --unset alias.cm 

Note that you have to specify the configuration level with the appropriate option; in this case, we are removing the alias from the user (--global) level.