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---
datasets:
- huggan/wikiart
base_model:
- CompVis/stable-diffusion-v1-4
---
# Model Card: Stable Diffusion v1-4 Fine-tuned on WikiArt
<!-- Provide a quick summary of what the model is/does. -->
This model is a fine-tuned version of the **Stable Diffusion v1.4** model on the **WikiArt** dataset.
It can generate images in various artistic styles learned from WikiArt.
## Model Details
### Model Description
- **Developed by:** potatopizza
- **Funded by [optional]:** N/A
- **Shared by [optional]:** potatopizza
- **Model type:** Text-to-Image
- **Language(s) (NLP):** N/A (this is a text-to-image generation model)
- **License:** [CreativeML Open RAIL-M](https://huggingface.co/spaces/CompVis/stable-diffusion-license)
- **Finetuned from model:** [CompVis/stable-diffusion-v1-4](https://huggingface.co/CompVis/stable-diffusion-v1-4)
### Model Sources
- **Repository (Hugging Face):** [YourUsername/Stable-Diffusion-v1-4-wikiart](https://huggingface.co/YourUsername/Stable-Diffusion-v1-4-wikiart)
## Uses
### Direct Use
- Text-to-Image generation, specifically in various WikiArt styles.
### Out-of-Scope Use
- Generating harmful, explicit, or disallowed content per the license.
- Any usage that violates the **CreativeML Open RAIL** license terms.
## Bias, Risks, and Limitations
- The generated images might reflect biases present in the WikiArt dataset (art style bias, cultural bias, etc.).
- Potential misuse for generating disallowed content (users should comply with the usage policy).
## How to Get Started with the Model
Use Model code:
```python
from diffusers import StableDiffusionPipeline
import torch
model_id = "YourUsername/Stable-Diffusion-v1-4-wikiart" # 변경 필요
pipe = StableDiffusionPipeline.from_pretrained(
model_id,
torch_dtype=torch.float16
).to("cuda")
prompt = "A beautiful painting of a sunset over the mountains, in the style of eric fischl"
image = pipe(prompt).images[0]
image.save("example.png") |