Instructions to use stabilityai/stable-cascade with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use stabilityai/stable-cascade 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-cascade", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
- DiffusionBee
Error
Traceback (most recent call last):
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\gradio\queueing.py", line 495, in call_prediction
output = await route_utils.call_process_api(
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\gradio\route_utils.py", line 233, in call_process_api
output = await app.get_blocks().process_api(
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\gradio\blocks.py", line 1608, in process_api
result = await self.call_function(
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\gradio\blocks.py", line 1188, in call_function
prediction = await utils.async_iteration(iterator)
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\gradio\utils.py", line 513, in async_iteration
return await iterator.anext()
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\gradio\utils.py", line 506, in anext
return await anyio.to_thread.run_sync(
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\anyio\to_thread.py", line 56, in run_sync
return await get_async_backend().run_sync_in_worker_thread(
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\anyio_backends_asyncio.py", line 2144, in run_sync_in_worker_thread
return await future
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\anyio_backends_asyncio.py", line 851, in run
result = context.run(func, *args)
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\gradio\utils.py", line 489, in run_sync_iterator_async
return next(iterator)
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\env\lib\site-packages\gradio\utils.py", line 672, in gen_wrapper
response = next(iterator)
File "C:\Users\ayush\pinokio\api\stablecascade.git\app\app.py", line 95, in generate
previewer.eval().requires_grad_(False).to(device).to(dtype)
NameError: name 'previewer' is not defined. Did you mean: 'Previewer'?
I am getting this error.