AFAIR on Linux shebangs only support single argument so it would fail in this case. One can overcome this treating the file as a shell script:

  #!/bin/sh
  # make ignores next line \
  set -e
  # make ignores next line \
  exec make -f "$0" "$@"

Make treats slash-escaped new lines as a continuation even for comments, shell does not.