As a few have already said, my Lightweight Potions mod was made to do exactly what you asked for

There is a wrye bash tweak to do this as well...
...but Lightweight Potions has one very great advantage over Wrye Bash for this:
Whenever you create a
new potion, i.e. one that has different effect, value, duration or strength than the one's you've made before, the Wrye Bash feature will not work for this new potion until you save your game, right-click on it in WB's saves tab and chooses "Reweigh Potions", and then loads the savegame again. So effectively, each time you get new alchemy equipment or increases your alchemy skill, WB's tweak will stop working until you do this.
Lightweight Potions, on the other hand, is install and forget, as it takes care of everything for you