Most features of Markdown are supported, except inline HTML. According to the official spec line breaks are made as follows (which I tested and it works on Less Wrong)

When you do want to insert a <br /> break tag using Markdown, you end a line with two or more spaces, then type return.

Perhaps we should include a link to more extensive formatting info in the help table.