I have just had a baby and my husband has left me. What will happen to my Partner Visa application?

If your husband is also the father of your child, your partner visa application will be granted, as there are provisions in the Migration Regulations  which allow a Partner Visa application to be granted in such circumstances, provided the father sponsored you for the visa.