CogVideoXDPMScheduler.step() missing 2 required positional arguments: 'timestep_back' and 'sample'

[SHYuanBest]

@feifeibear Hi, it seem that CogVideoX and ConsisID didn't work well, could you help fix it? Thanks.

Refer to PKU-YuanGroup/ConsisID#51 for details.

[feifeibear]

Hi, the current stable version of diffusers is 0.32.0.

If any issues arise in version 0.33.0 upon its release, we will certainly look into addressing them promptly. Your feedback is invaluable, and we appreciate your understanding as we continue to improve the library.

Also, I believe the issue is very easy to be fixed. You can help use with a MR.