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SDXL-Lightning-2steps-openvino-int8
rupeshs/SDXL-Lightning-2steps-openvino-int8
SDXL-Lightning-2steps-openvino-int8 is a machine learning model from rupeshs. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as openrail++.
The SDXL-Lightning model is converted to OpenVINO for fast inference on CPU.
Access
Public
Updated Mar 6, 2024
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4.7 GB
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At a glance
- License
- openrail++
- Access
- Public
- Created
- Mar 3, 2024
- Updated
- Mar 6, 2024
- SHA
- 347b21e5
Spaces
Model card
From the Hugging Face model README
The SDXL-Lightning model is converted to OpenVINO for fast inference on CPU.
Original Model : SDXL-Lightning
You can use this model with FastSD 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.openvino.modeling_diffusion import OVStableDiffusionXLPipeline
pipeline = OVStableDiffusionXLPipeline.from_pretrained(
"rupeshs/SDXL-Lightning-2steps-openvino-int8",
ov_config={"CACHE_DIR": ""},
)
prompt = "A dolphin leaps through the waves, set against a backdrop of bright blues and teal hues"
images = pipeline(
prompt=prompt,
width=768,
height=768,
num_inference_steps=2,
guidance_scale=1.0,
).images
images[0].save("out_image.png")
- License
- openrail++
- Languages
- en
- Created
- Mar 3, 2024
- Updated
- Mar 6, 2024