Instructions to use superdiff/superdiff-sd-v1-4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use superdiff/superdiff-sd-v1-4 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("superdiff/superdiff-sd-v1-4", 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
Update README.md
Browse files
README.md
CHANGED
|
@@ -12,7 +12,7 @@ tags:
|
|
| 12 |
<a href="https://arxiv.org/abs/2412.17762"><img src="https://img.shields.io/badge/Arxiv-2412.17762-red?style=for-the-badge&logo=Arxiv" alt="arXiv"/></a>
|
| 13 |
</p>
|
| 14 |
|
| 15 |
-
This pipeline shows how to superimpose different text prompts from [Stable Diffusion v1-4](https://huggingface.co/CompVis/stable-diffusion-v1-4) based
|
| 16 |
|
| 17 |
<p align="center">
|
| 18 |
<img src="https://huggingface.co/superdiff/pipeline/blob/main/superdiff_small.gif" alt="drawing" style="width:500px;">
|
|
|
|
| 12 |
<a href="https://arxiv.org/abs/2412.17762"><img src="https://img.shields.io/badge/Arxiv-2412.17762-red?style=for-the-badge&logo=Arxiv" alt="arXiv"/></a>
|
| 13 |
</p>
|
| 14 |
|
| 15 |
+
This pipeline shows how to superimpose different text prompts from [Stable Diffusion v1-4](https://huggingface.co/CompVis/stable-diffusion-v1-4) based the paper [The Superposition of Diffusion Models Using the Itô Density Estimator](https://www.arxiv.org/abs/2412.17762).
|
| 16 |
|
| 17 |
<p align="center">
|
| 18 |
<img src="https://huggingface.co/superdiff/pipeline/blob/main/superdiff_small.gif" alt="drawing" style="width:500px;">
|