{"id":13651291,"url":"https://github.com/woctezuma/stable-diffusion-colab","last_synced_at":"2025-04-05T14:09:28.776Z","repository":{"id":59460498,"uuid":"528558076","full_name":"woctezuma/stable-diffusion-colab","owner":"woctezuma","description":"Colab notebook for Stable Diffusion Hyper-SDXL.","archived":false,"fork":false,"pushed_at":"2024-08-02T16:52:34.000Z","size":53,"stargazers_count":321,"open_issues_count":1,"forks_count":83,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-03-29T13:11:42.610Z","etag":null,"topics":["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"],"latest_commit_sha":null,"homepage":"https://github.com/Stability-AI/generative-models","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/woctezuma.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-08-24T19:02:08.000Z","updated_at":"2025-03-20T20:11:11.000Z","dependencies_parsed_at":"2024-04-26T00:29:27.751Z","dependency_job_id":"cd4385c0-798e-4d20-b049-3560f45df25a","html_url":"https://github.com/woctezuma/stable-diffusion-colab","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/woctezuma%2Fstable-diffusion-colab","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/woctezuma%2Fstable-diffusion-colab/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/woctezuma%2Fstable-diffusion-colab/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/woctezuma%2Fstable-diffusion-colab/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/woctezuma","download_url":"https://codeload.github.com/woctezuma/stable-diffusion-colab/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247345854,"owners_count":20924102,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["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"],"created_at":"2024-08-02T02:00:47.656Z","updated_at":"2025-04-05T14:09:28.756Z","avatar_url":"https://github.com/woctezuma.png","language":"Jupyter Notebook","funding_links":[],"categories":["👑Stable Diffusion"],"sub_categories":["Jupyter Notebook"],"readme":"# Stable Diffusion Hyper-SDXL - Colab\n\nThe goal of this repository is to provide a Colab notebook to run the text-to-image [Stable Diffusion Hyper-SDXL][huggingface-latest-weights] model.\n\n## Usage\n\n-   Run [`stable_diffusion.ipynb`][colab-notebook-stable-diffusion].\n[![Open In Colab][colab-badge]][colab-notebook-stable-diffusion]\n\n## Results\n\n\u003cimg alt=\"Astronaut on Mars\" src=\"https://github.com/woctezuma/stable-diffusion-colab/wiki/img/astronaut_3xl.jpg\" width=\"256\"\u003e \u003cimg alt=\"Astronaut on Mars\" src=\"https://github.com/woctezuma/stable-diffusion-colab/wiki/img/astronaut_1xl.jpg\" width=\"256\"\u003e \u003cimg alt=\"Astronaut on Mars\" src=\"https://github.com/woctezuma/stable-diffusion-colab/wiki/img/astronaut_2xl.jpg\" width=\"256\"\u003e\n\n\u003csub\u003e\nDifferent results obtained with the text prompt: \"a photo of an astronaut riding a horse on Mars\" using Stable Diffusion XL.\n\u003c/sub\u003e\n\n---\n\n\u003cimg alt=\"Pikachu in Paris\" src=\"https://github.com/woctezuma/stable-diffusion-colab/wiki/img/pikachu_3xl.jpg\" width=\"256\"\u003e \u003cimg alt=\"Pikachu in Paris\" src=\"https://github.com/woctezuma/stable-diffusion-colab/wiki/img/pikachu_1xl.jpg\" width=\"256\"\u003e \u003cimg alt=\"Pikachu in Paris\" src=\"https://github.com/woctezuma/stable-diffusion-colab/wiki/img/pikachu_2xl.jpg\" width=\"256\"\u003e\n\n\u003csub\u003e\nDifferent results obtained with the text prompt: \"a photo of Pikachu fine dining with a view to the Eiffel Tower\" using Stable Diffusion XL.\n\u003c/sub\u003e\n\n## References\n\n[1] Rombach, Robin, et al. [*High-resolution image synthesis with latent diffusion models*][stable-diffusion-paper]. CVPR 2022.\n([models][huggingface-models] \u0026 [demo][huggingface-demo])\n\n[2] Karras, Tero, et al. [*Elucidating the Design Space of Diffusion-Based Generative Models*][sampler-schedule-paper]. NeurIPS 2022. ([code][edm-implementation])\n\n[3] Luo, Simian, et al. [*Latent Consistency Models: Synthesizing HR Images with Few-Step Inference.*][lcm-paper] arXiv 2023. ([code][lcm-github])\n\n[4] Luo, Simian, et al. [*LCM-LoRA: A Universal Stable-Diffusion Acceleration Module.*][lcm-lora-paper] arXiv 2023.\n\n[stable-diffusion-paper]: \u003chttps://openaccess.thecvf.com/content/CVPR2022/html/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.html\u003e\n[sampler-schedule-paper]: \u003chttps://arxiv.org/abs/2206.00364\u003e\n[lcm-paper]: \u003chttps://arxiv.org/abs/2310.04378\u003e\n[lcm-lora-paper]: \u003chttps://arxiv.org/abs/2311.05556\u003e\n\n[huggingface-blogpost]: \u003chttps://huggingface.co/blog/stable_diffusion\u003e\n[huggingface-lcm-blogpost]: \u003chttps://huggingface.co/blog/lcm_lora\u003e\n[huggingface-models]: \u003chttps://huggingface.co/CompVis/stable-diffusion\u003e\n[huggingface-latest-weights]: \u003chttps://huggingface.co/ByteDance/Hyper-SD\u003e\n[huggingface-sd2-resolution-512]: \u003chttps://huggingface.co/stabilityai/stable-diffusion-2-1-base\u003e\n[huggingface-sd2-resolution-768]: \u003chttps://huggingface.co/stabilityai/stable-diffusion-2-1\u003e\n[huggingface-sd2-examples]: \u003chttps://huggingface.co/stabilityai/stable-diffusion-2#examples\u003e\n[huggingface-sd21-examples]: \u003chttps://huggingface.co/stabilityai/stable-diffusion-2-1#examples\u003e\n[huggingface-demo]: \u003chttps://huggingface.co/spaces/stabilityai/stable-diffusion\u003e\n[dreamstudio-demo]: \u003chttp://beta.dreamstudio.ai\u003e\n[edm-implementation]: \u003chttps://github.com/NVlabs/edm\u003e\n[lcm-github]: \u003chttps://github.com/luosiallen/latent-consistency-model\u003e\n\n[colab-notebook-stable-diffusion]: \u003chttps://colab.research.google.com/github/woctezuma/stable-diffusion-colab/blob/main/stable_diffusion.ipynb\u003e\n[colab-badge]: \u003chttps://colab.research.google.com/assets/colab-badge.svg\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwoctezuma%2Fstable-diffusion-colab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwoctezuma%2Fstable-diffusion-colab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwoctezuma%2Fstable-diffusion-colab/lists"}