Instructions to use stabilityai/stable-diffusion-3-medium-diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use stabilityai/stable-diffusion-3-medium-diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-3-medium-diffusers", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
- DiffusionBee
How to Use other schedulers with SD3? (ex DPM++)
#23
by NashJung - opened
how to do this?
how to do this?
First import the corresponding scheduler eg:
from diffusers import StableDiffusion3Pipeline, FlowMatchEulerDiscreteScheduler
and then use it in the pipeline eg:
....
pipeline = StableDiffusion3Pipeline.from_pretrained("stabilityai/stable-diffusion-3-medium-diffusers", torch_dtype=torch.float16)
pipeline.scheduler = FlowMatchEulerDiscreteScheduler.from_config(pipeline.scheduler.config, shift=3.0)
pipeline = pipeline.to("cuda")
....
NashJung changed discussion status to closed