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OpenVINO/
dreamshaper-8-inpainting-int8-ov

Name: dreamshaper-8-inpainting-int8-ov
Availability: InStock

safetensors

Lykon/dreamshaper-8-inpainting

quantized

creativeml-openrail-m

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dreamshaper-8-inpainting-int8-ov

Model creator: Lykon
Original model: Lykon/dreamshaper-8-inpainting

Description

This is Lykon/dreamshaper-8-inpainting model converted to the OpenVINO™ IR (Intermediate Representation) format with weights compressed to INT8 by NNCF.

Quantization Parameters

Weight compression was performed using nncf.compress_weights with the following parameters:

mode: INT8_ASYM
ratio: 1.0

For more information on quantization, check the OpenVINO model optimization guide.

Compatibility

The provided OpenVINO™ IR model is compatible with:

OpenVINO version 2026.1.0 and higher
Optimum Intel 1.27.0 and higher

Running Model Inference with Optimum Intel

Install packages required for using Optimum Intel integration with the OpenVINO backend:

pip install optimum[openvino] huggingface_hub

Run model inference:

python

import huggingface_hub as hf_hub
from optimum.intel import OVStableDiffusionInpaintPipeline
from diffusers.utils import load_image

model_id = "OpenVINO/dreamshaper-8-inpainting-int8-ov"
model_path = "dreamshaper-8-inpainting-int8-ov"

hf_hub.snapshot_download(model_id, local_dir=model_path)

pipeline = OVStableDiffusionInpaintPipeline.from_pretrained(model_path)

img_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png"
mask_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png"

image = load_image(img_url)
mask_image = load_image(mask_url)

image = pipeline("a majestic tiger sitting on a park bench", image=image, mask_image=mask_image, num_inference_steps=25).images[0]
image

Limitations

Check the original model card for limitations.

Legal information

The original model is distributed under creativeml-openrail-m license. More details can be found in Lykon/dreamshaper-8-inpainting.

Disclaimer

Intel is committed to respecting human rights and avoiding causing or contributing to adverse impacts on human rights. See Intel's Global Human Rights Principles. Intel's products and software are intended only to be used in applications that do not cause or contribute to adverse impacts on human rights.