Is there any tax exemption from f-1 students from United Kingdom? If yes, how much?

There probably IS a tax exemption, but I cannot say off-hand how much it is.

You can download IRS Pub 901 from Internal Revenue Service (http://www.irs.gov) and look it up yourself.