With an accountability partner, you both each agree to meet regularly. Share progress updates, provide feedback, brainstorm how to overcome your challenges.
While you want someone nonjudgmental; you also do not want someone who accepts all your excuses. They should be able to call you out when you have done what you are supposed to do.