Instructions to use stabilityai/stable-diffusion-3.5-medium with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use stabilityai/stable-diffusion-3.5-medium 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-3.5-medium", 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
OSError: Error no file named diffusion_pytorch_model.bin found in directory stable-diffusion-3.5-medium/vae.
Traceback (most recent call last):
File "/home/run.py", line 7, in
pipe = StableDiffusionPipeline.from_pretrained(
File "/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
File "/usr/local/lib/python3.10/site-packages/diffusers/pipelines/pipeline_utils.py", line 896, in from_pretrained
loaded_sub_model = load_sub_model(
File "/usr/local/lib/python3.10/site-packages/diffusers/pipelines/pipeline_loading_utils.py", line 704, in load_sub_model
loaded_sub_model = load_method(os.path.join(cached_folder, name), **loading_kwargs)
File "/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
File "/usr/local/lib/python3.10/site-packages/diffusers/models/modeling_utils.py", line 804, in from_pretrained
model_file = _get_model_file(
File "/usr/local/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
File "/usr/local/lib/python3.10/site-packages/diffusers/utils/hub_utils.py", line 309, in _get_model_file
raise EnvironmentError(
OSError: Error no file named diffusion_pytorch_model.bin found in directory /home/stable-diffusion-3.5-medium/vae.
I think you should check your directory to make sure the file does exist