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LCM-dreamshaper-v7-openvino-int8
rupeshs/LCM-dreamshaper-v7-openvino-int8
LCM-dreamshaper-v7-openvino-int8 is a text-to-image model from rupeshs. Use it when you need an image from a text prompt. The card lists the license as mit.
This repo contains OpenVino model files for SimianLuo's LCMDreamshaperv7 int8 quantized. This 8 bit model is 1.4x faster than float32 model.
Access
Public
Updated Nov 11, 2023
Repo size
3.1 GB
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5
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At a glance
- Task
- Text-to-Image
- License
- mit
- Access
- Public
- Created
- Nov 8, 2023
- Updated
- Nov 11, 2023
- SHA
- 06fa0f0d
Model card
From the Hugging Face model README
Model Descriptions:
This repo contains OpenVino model files for SimianLuo's LCM_Dreamshaper_v7 int8 quantized.
This 8 bit model is 1.4x faster than float32 model.
Generation Results:
<p align="center"> <img src="teaser-int8.jpg"> </p>Usage
You can try out model using Fast SD CPU
To run the model yourself, you can leverage the 🧨 Diffusers library:
- Install the dependencies:
pip install optimum-intel openvino diffusers onnx
- Run the model:
from optimum.intel import OVLatentConsistencyModelPipeline
pipe = OVLatentConsistencyModelPipeline.from_pretrained(
"rupeshs/LCM-dreamshaper-v7-openvino-int8",
ov_config={"CACHE_DIR": ""},
)
prompt = "sailing ship in storm by Leonardo da Vinci"
images = pipe(
prompt=prompt,
width=512,
height=512,
num_inference_steps=4,
guidance_scale=8.0,
).images
images[0].save("out_image.png")
- Task
- Text-to-Image
- License
- mit
- Languages
- en
- Created
- Nov 8, 2023
- Updated
- Nov 11, 2023