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---
library_name: diffusers
pipeline_tag: text-to-image
---
This model has been pushed to the Hub using the Diffusers library:
- Repo: https://github.com/Huage001/LinFusion
- Paper: https://huggingface.co/papers/2409.02097
* **Basic Usage of LinFusion:**
```python
from diffusers import AutoPipelineForText2Image
import torch
from src.linfusion import LinFusion
from src.tools import seed_everything
sd_repo = "Lykon/dreamshaper-8"
pipeline = AutoPipelineForText2Image.from_pretrained(
sd_repo, torch_dtype=torch.float16, variant="fp16"
).to(torch.device("cuda"))
linfusion = LinFusion.construct_for(pipeline)
seed_everything(123)
image = pipeline(
"An astronaut floating in space. Beautiful view of the stars and the universe in the background."
).images[0]
``` |