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rupeshs/hyper-sd-sdxl-1-step-openvino-int8

sourceHugging Faceopenrail++updated 2y agoView on Hugging Face

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HyperSD 1-step LoRA baked-in model converted to OpenVINO(int8) and weights compressed with NNCF(10GB to 4.4GB).

Original Model : Hyper-SD

You can use this model with FastSD CPU.

[image]

To run the model yourself, you can leverage the 🧨 Diffusers library:

1.Install the dependencies:

pip install optimum-intel openvino diffusers onnx

1.Run the model:

from optimum.intel.openvino.modeling_diffusion import OVStableDiffusionXLPipeline

pipeline = OVStableDiffusionXLPipeline.from_pretrained(
    "rupeshs/hyper-sd-sdxl-1-step-openvino-int8",
    ov_config={"CACHE_DIR": ""},
)
prompt = "a cute cat,flowers"

images = pipeline(
    prompt=prompt,
    width=768,
    height=768,
    num_inference_steps=1,
    guidance_scale=1.0,
).images
images[0].save("out_image.png")