Stable Diffusion

[Unclaimed Colabs]

License

Apache 2.0

API usage

Self-contained

Type

Generative

https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb

Stable Diffusion is a text-to-image latent diffusion model created by the researchers and engineers from CompVis, Stability AI and LAION. It's trained on 512x512 images from a subset of the LAION-5B database. This model uses a frozen CLIP ViT-L/14 text encoder to condition the model on text prompts. With its 860M UNet and 123M text encoder, the model is relatively lightweight and runs on a GPU with at least 10GB VRAM. See the model card for more information.

This Colab notebook shows how to use Stable Diffusion with the 🤗 Hugging Face 🧨 Diffusers library.

 

[jonemartin]

https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb

The content that we give captioned to images, is known as Stable Diffusin. When we create descriptive images with shorter prompts and generate words within images.

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