You do not have to delete the high resolution texture pack. Just change the "Maximum Texture Size", in the "Video Settings" to 512, from 1024 and that will stop the loading of the high resolution texture pack.
If you do not have the high resolution texture pack installed, setting the "Maximum Texture Size" to 1024 does not actually do anything.