Instructions to use stabilityai/stable-diffusion-xl-refiner-0.9 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use stabilityai/stable-diffusion-xl-refiner-0.9 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-refiner-0.9", dtype=torch.bfloat16, device_map="cuda") prompt = "Turn this cat into a dog" input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png") image = pipe(image=input_image, prompt=prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Tutorial - How to use SDXL on Google Colab and on PC - official repo weights - supports refiner
#3
by MonsterMMORPG - opened
Dear Stability AI thank you so much for making the weights auto approved
I have updated the files I used in my below tutorial videos
Now both colab and PC installers are using this official repo
I am sharing a very neat gradio interface that runs SD-XL properly with using hugging face transformers
All open source hosted on my github
42.) Google Colab - Gradio - Free
How To Use Stable Diffusion XL (SDXL 0.9) On Google Colab For Free
43.) Local - PC - Free - Gradio
Stable Diffusion XL (SDXL) Locally On Your PC - 8GB VRAM - Easy Tutorial With Automatic Installer

