TW Leather is a great grip. I use the 25mm x 1.5 but the leather should be the same.
If you are looking to make it as thin as possible give it a gentle pre stretch and wrap it very tightly on the handle.
Make sure all the gunk is off you handle before applying it also. You can use alcohol or just some soapy water and a rag.