It is currently not possible to fine-tune controlnets for SD3.5 large from stability ai like stabilityai/stable-diffusion-3.5-large-controlnet-blur due to the handling of positional embeddings.
I have extended and testet the script accordingly since I need it for my use case. Would this be interesting and should I do a PR?
@sayakpaul