How to launch gmod from the .exe?

Steam is hanging up on “Preparing to launch Garry’s Mod” an I think launching from the .exe would fix it. However, I can’t remember the parameters needed after the path to hl2.exe. Could someone help?

Launching from the exe still has to go through steam and thus you’d still have to go through the same process.