When I download this and put it into my mod folder, it just doesn't work. I don't know what it is. its the only mod in my mod folder, i'm using forge 1.19.2-43.1.1 and I have tried re-opening minecraft too!

This is a fabric mob, not a forge mod. See https://fabricmc.net/use/installer/