If you are married, you will need to provide your spouse/partner’s information even if you are preparing your returns separately. The info is needed for a number of reasons, like eligibility for certain credits or deductions, handling property you own together, etc…
If you don't know your spouse/partner's income, you can enter an estimate for now, and then put in the actual number before you file.