Instructions to use prompthero/poolsuite-diffusion with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use prompthero/poolsuite-diffusion with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("prompthero/poolsuite-diffusion", 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 Settings
- Draw Things
- DiffusionBee
Commit History
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Add `clip_sample=False` to scheduler to make model compatible with DDIM.
Hey prompthero 👋, Your model repository seems to contain a stable diffusion checkpoint. We have noticed that your scheduler config currently does not correctly work with the [DDIMScheduler](https://huggingface.co/docs/diffusers/main/en/api/schedulers#diffusers.DDIMScheduler) because `clip_sample` is not set to False and will therefore [incorrectly default to True](https://github.com/huggingface/diffusers/blob/3ce6380d3a2ec5c3e3f4f48889d380d657b151bc/src/diffusers/schedulers/scheduling_ddim.py#L127). The official stable diffusion checkpoints have `clip_sample=False` so that the scheduler config works will **all** schedulers, see: https://huggingface.co/stabilityai/stable-diffusion-2-1-base/blob/main/scheduler/scheduler_config.json#L7. We strongly recommend that you merge this PR to make sure your model works correctly with DDIM. Diffusingly, Patrick.3369152
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Correct `sample_size` of Stable Diffusion 1's unet to have correct width and height default (#4)
- Correct `sample_size` of Stable Diffusion 1's unet to have correct width and height default (8ab1b03a861b4b488d312222530251608abe55ae) Co-authored-by: Patrick von Platen <patrickvonplaten@users.noreply.huggingface.co>52dd256
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Update README.md (#3)
- Update README.md (a5e433366de5c36f9ec212b4ac9f776b48b576ad) Co-authored-by: Multimodal AI art <multimodalart@users.noreply.huggingface.co>1776988
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Add Diffusers weights for Poolsuite (#2)
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