You don't qualify for a work permit at this time.
Once you are either married or common law (common law means you have lived together continuously for at least one full year), your boyfriend will be able to sponsor you for PR. If he sponsor you for PR using the inland method, he can include an open work permit. The open work permit will be approved around four months after you apply.