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# Stable Diffusion v2 Cog model
[](https://replicate.com/stability-ai/stable-diffusion)
This is an implementation of the [Diffusers Stable Diffusion v2.1](https://huggingface.co./stabilityai/stable-diffusion-2-1) as a Cog model. [Cog packages machine learning models as standard containers.](https://github.com/replicate/cog)
First, download the pre-trained weights:
cog run script/download-weights
Then, you can run predictions:
cog predict -i prompt="monkey scuba diving"
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