text: Title: [Feature request] CogvideoX Controlnet integration for 5B / 2B
  Body: **Is your feature request related to a problem? Please describe.**
  Came across and would be useful addition
  https://github.com/TheDenk/cogvideox-controlnet
  
  **Describe the solution you'd like.**
  If possible add the controlnet support for CogVideoX. The existing code is based on diffusers only
  
  **Describe alternatives you've considered.**
  N.A.
  
  **Additional context.**
  N.A.
  