+3  A: 

Try:

:setf none

or (equivalently):

:set ft=

If you want to do it automatically, you'll need to configure the syntax detection. Create a file (if it doesn't exist): vimfiles/after/filetype.vim or ~/.vim/after/filetype.vim. In this file, add the following line:

au BufNewFile,BufRead *.markdown        set ft=none

Alternatively, download the markdown syntax from here (I've not tried this) and configure with:

au BufNewFile,BufRead *.markdown        set ft=mkd

For more information:

:help :setf
:help 'filetype'
:help :autocmd
:help BufRead
:help BufNewFile

For information, the problem arises because the .markdown extension is not recognised, so Vim looks at the contents to try to determine what the file type is. Presumably there is something in your file that looks a little like a configuration file, so it does its best guess. The guess is carried out in the system filetype.vim, typically in c:\vim\vim72 or /usr/share/vim/vim72/filetype.vim (I think) and looks like this:

" Generic configuration file (check this last, it's just guessing!)
au BufNewFile,BufRead,StdinReadPost *
    \ if !did_filetype() && expand("<amatch>") !~ g:ft_ignore_pat
    \    && (getline(1) =~ '^#' || getline(2) =~ '^#' || getline(3) =~ '^#'
    \ || getline(4) =~ '^#' || getline(5) =~ '^#') |
    \   setf conf |
    \ endif

This checks whether any of the first five lines start with a # and if they do and no other filetype has been matched, it sets the filetype to conf.

Al
You answer solves the "how-to" -part of the problem. Thanks for that! --- It seems that the problem is elsewhere, since the syntax highlighting does not get right. I am using these markdown codes: http://plasticboy.com/markdown-vim-mode/
Masi
I found the cause of the bug. The .mkd -file has a bug which breaks the syntax highlighting if `#` is the first character in the document. --- Bug reports are at http://github.com/plasticboy/vim-markdown/issues
Masi
+3  A: 
:set filetype=

will set the file type to none.

Brian Agnew