SD3 Cotrolet

from https://huggigface.co/IstatX/SD3-Cotrolet-Pose

cotrol image	weight=0.0	weight=0.3	weight=0.5	weight=0.7	weight=0.9

Please esure that the versio of diffusers >= 0.30.0.dev0.

# Demo

pytho import torch from diffusers import StableDiffusio3CotrolNetPipelie from diffusers.models import SD3CotrolNetModel, SD3MultiCotrolNetModel from diffusers.utils import load_image

load pipelie

cotrolet = SD3CotrolNetModel.frompretraied("IstatX/SD3-Cotrolet-Pose") pipe = StableDiffusio3CotrolNetPipelie.frompretraied( "stabilityai/stable-diffusio-3-medium-diffusers", cotrolet=cotrolet ) pipe.to("cuda", torch.float16)

cofig

cotrolimage = loadimage("https://huggigface.co/IstatX/SD3-Cotrolet-Pose/resolve/mai/pose.jpg") prompt = 'Aime style illustratio of a girl wearig a suit. A moo i sky. I the backgroud we see a big rai approachig. text "IstatX" o image' prompt = 'NSFW, ude, aked, por, ugly' image = pipe( prompt, egativeprompt=prompt, cotrolimage=cotrolimage, cotroletcoditioig_scale=0.5, ).images[0] image.save('image.jpg') ```

Limitatio

Due to the fact that oly 1024*1024 pixel resolutio was used durig the traiig phase, the iferece performs best at this size, with other sizes yieldig suboptimal results. We will iitiate multi-resolutio traiig i the future, ad at that time, we will ope-source the ew weights.

SD3 Controlnet from https://huggingface.co/InstantX/SD3-Controlnet-Pose control image weight=0.0