Stable Diffusion SANA-Sprint - Colab

The goal of this repository is to provide a Colab notebook to run the text-to-image SANA-Sprint model.

Usage

• Run stable_diffusion.ipynb.

Results

_{Different results obtained with the text prompt: "a photo of an astronaut riding a horse on Mars" using Stable Diffusion XL.}

_{Different results obtained with the text prompt: "a photo of Pikachu fine dining with a view to the Eiffel Tower" using Stable Diffusion XL.}

_{Different results obtained with the text prompt: "a photo of an astronaut riding a horse on Mars" using SANA-Sprint.}

_{Different results obtained with the text prompt: "a photo of Pikachu fine dining with a view to the Eiffel Tower" using SANA-Sprint.}

References

[1] Rombach, Robin, et al. High-resolution image synthesis with latent diffusion models. CVPR 2022. (models & demo)

[2] Karras, Tero, et al. Elucidating the Design Space of Diffusion-Based Generative Models. NeurIPS 2022. (code)

[3] Luo, Simian, et al. Latent Consistency Models: Synthesizing HR Images with Few-Step Inference. arXiv 2023. (code)

[4] Luo, Simian, et al. LCM-LoRA: A Universal Stable-Diffusion Acceleration Module. arXiv 2023.