README.md

---
license: apache-2.0
pipeline_tag: text-to-image
---

# Simple Diffusion XS -now live here [https://huggingface.co/AiArtLab/sdxs-1b](https://huggingface.co/AiArtLab/sdxs-1b)

Its dev repo! 

# This is a research repository for experimenting with different architectures

![stop](https://avatars.mds.yandex.net/i?id=0b111def88aeaf6f9142cee41c573f78_l-5220579-images-thumbs&n=13)

![promo](media/promo.png)

![sdxs10](media/sdxs10.png)

At AiArtLab, we strive to create a free, compact and fast model that can be trained on consumer graphics cards.

- Model: 1.5b parameters
- Text encoder: Qwen3 (0.6B parameters)
- VAE: 8x16ch, [Simple VAE](https://huggingface.co/AiArtLab/simplevae)


The model was trained for ~3 months on (2-4)x RTX 5090 GPUs using over 1+ million images of various resolutions and styles, primarily anime and illustrations.

[Gradio](https://sdxs.aiartlab.org/)

### Example

```
import torch
from diffusers import DiffusionPipeline

device = "cuda" if torch.cuda.is_available() else "cpu"
dtype = torch.float16 if torch.cuda.is_available() else torch.float32

pipe_id = "AiArtLab/sdxs"
pipe = DiffusionPipeline.from_pretrained(
    pipe_id,
    torch_dtype=dtype,
    trust_remote_code=True
).to(device)

prompt = "girl, smiling, red eyes, blue hair, white shirt"
negative_prompt="low quality, bad quality"
image = pipe(
    prompt=prompt,
    negative_prompt = negative_prompt,
).images[0]

image.show(image)
```

### Model Limitations:
- Limited concept coverage due to the small dataset.

## Acknowledgments
- **[Stan](https://t.me/Stangle)** — Key investor. Thank you for believing in us when others called it madness.
- **Captainsaturnus**
- **Love. Death. Transformers.**
- **TOPAPEC**

## Datasets
- **[CaptionEmporium](https://huggingface.co/CaptionEmporium)**

## Donations

Please contact with us if you may provide some GPU's or money on training

DOGE: DEw2DR8C7BnF8GgcrfTzUjSnGkuMeJhg83

BTC: 3JHv9Hb8kEW8zMAccdgCdZGfrHeMhH1rpN

## Contacts

[recoilme](https://t.me/recoilme) *prefered way


mail at aiartlab.org (slow response)

## More examples

![result_grid](media/result_grid.jpg)

## Citation
```bibtex
@misc{sdxs,
  title={Simple Diffusion XS},
  author={recoilme with help of AiArtLab Team},
  url={https://huggingface.co/AiArtLab/sdxs},
  year={2025}
}
```