search

woctezuma / stable-diffusion-colab

Colab notebook for Stable Diffusion Hyper-SDXL.
https://github.com/Stability-AI/generative-models
MIT License
320 stars 82 forks source link
colab colab-notebook colaboratory deep-learning diffusers diffusion diffusion-models google-colab google-colab-notebook google-colaboratory huggingface-diffusers hyper-sd hyper-sdxl image-generation stable-diffusion stable-diffusion-xl text-to-image text-to-image-generation text-to-image-synthesis text2image

readme

Stable Diffusion Hyper-SDXL - Colab

The goal of this repository is to provide a Colab notebook to run the text-to-image Stable Diffusion Hyper-SDXL model.

Usage

Results

Astronaut on Mars Astronaut on Mars Astronaut on Mars

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

Pikachu in Paris Pikachu in Paris Pikachu in Paris

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

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.