| # 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" | |