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optimum/
tiny-stable-diffusion-neuronx

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This is a dummy model used for testing NeuronStableDiffusionPipeline of optimum-neuron.

python

from optimum.neuron import NeuronStableDiffusionPipeline

model_id = "optimum/tiny-stable-diffusion-neuronx"
input_shapes = {"batch_size": 2, "sequence_length": 18, "num_channels": 4, "height": 64, "width": 64}

stable_diffusion = NeuronStableDiffusionPipeline.from_pretrained(model_id, export=True, **input_shapes)
save_directory = "sd_neuron/"
stable_diffusion.save_pretrained(save_directory)


prompt = "sailing ship in storm by Leonardo da Vinci"
image = stable_diffusion(prompt).images[0]