license: creativeml-openrail-m
stable-diffusion-v1-5-int8-ov
- Model creator: Runway
- Original model: runwayml/stable-diffusion-v1-5
Description
This is runwayml/stable-diffusion-v1-5 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 2024.2.0 and higher
- Optimum Intel 1.17.0 and higher
Running Model Inference
- Install packages required for using Optimum Intel integration with the OpenVINO backend:
pip install optimum[openvino]
- Run model inference:
from optimum.intel.openvino import OVStableDiffusionPipeline
model_id = "OpenVINO/stable-diffusion-v1-5-int8-ov"
pipeline = OVStableDiffusionPipeline.from_pretrained(model_id)
prompt = "sailing ship in storm by Rembrandt"
images = pipeline(prompt).images
Usage examples
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 runwayml/stable-diffusion-v1-5.
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.