Yes, you can apply for assistance even if you are currently renting privately. If you face risks of homelessness or need help with costs related to your accommodation, you can engage with Birmingham's Housing Solution and Support Service (HSSS). They can assist you in finding housing and may help with paying deposits or rent in advance after an assessment of your housing needs.
For further details and to apply for help, you can visit the Housing Solution page.