TensorArt Stable Diffusion 3.5 Medium ControlNet Depth
With SD3.5M
import torch
from diffusers import StableDiffusion3ControlNetPipeline
from diffusers import SD3ControlNetModel
from diffusers.utils import load_image
controlnet = SD3ControlNetModel.from_pretrained("tensorart/SD3.5M-Controlnet-Depth")
pipe = StableDiffusion3ControlNetPipeline.from_pretrained(
"stabilityai/stable-diffusion-3.5-medium",
controlnet=controlnet
)
pipe.to("cuda", torch.float16)
control_image = load_image("https://huggingface.co/tensorart/SD3.5M-Controlnet-Depth/resolve/main/asset/depth.png")
prompt = "A cyberpunk man"
negative_prompt = "low quality, worst quality, deformed, distorted, disfigured, motion smear, motion artifacts, fused fingers, bad anatomy, weird hand, ugly, monochrome"
image = pipe(
prompt,
num_inference_steps=30,
negative_prompt=negative_prompt,
control_image=control_image,
guidance_scale=4.5,
).images[0]
image.save('image.jpg')
With TensorArt's SD3.5M Turbo
import torch
from diffusers import StableDiffusion3ControlNetPipeline
from diffusers import SD3ControlNetModel
from diffusers.utils import load_image
controlnet = SD3ControlNetModel.from_pretrained("tensorart/SD3.5M-Controlnet-Depth")
pipe = StableDiffusion3ControlNetPipeline.from_pretrained(
"tensorart/stable-diffusion-3.5-medium-turbo",
controlnet=controlnet
)
pipe.to("cuda", torch.float16)
control_image = load_image("https://huggingface.co/tensorart/SD3.5M-Controlnet-Depth/resolve/main/asset/depth.png")
prompt = "A cyberpunk man"
negative_prompt = "low quality, worst quality, deformed, distorted, disfigured, motion smear, motion artifacts, fused fingers, bad anatomy, weird hand, ugly, monochrome"
image = pipe(
prompt,
num_inference_steps=8,
negative_prompt=negative_prompt,
control_image=control_image,
guidance_scale=1.5
).images[0]
image.save('image.jpg')
Contact
- Website: https://tensor.art https://tusiart.com
- Developed by: TensorArt