README.md

---
base_model: stabilityai/stable-diffusion-xl-base-1.0
license: openrail++
tags:
- text-to-image
- stable-diffusion
- openvino
- nncf
- 8-bit
---

This model is a quantized version of [`stabilityai/stable-diffusion-xl-base-1.0`](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) and is converted to the OpenVINO format. This model was obtained via the [nncf-quantization](https://huggingface.co/spaces/echarlaix/nncf-quantization) space with [optimum-intel](https://github.com/huggingface/optimum-intel).

First make sure you have `optimum-intel` installed:

```bash
pip install optimum[openvino]
```

To load your model you can do as follows:

```python
from optimum.intel import OVStableDiffusionXLPipeline

model_id = "hsuwill000/stable-diffusion-xl-base-1.0-openvino-8bit"
model = OVStableDiffusionXLPipeline.from_pretrained(model_id)
```