LatentDiffusion model desired input shape

[yuvicilio]

I'm trying very hard to debug and understand what is the expected input shape for this model (the forward func), for finetuning purposes.
The expected shape is not mentioned anywhere in doc. Would appreciate a lot just sharing this information and save me the reverse engineering through the whole topology. PLEASE