{"id":24864069,"url":"https://github.com/outofai/stableenergy","last_synced_at":"2025-06-27T17:32:58.201Z","repository":{"id":254044526,"uuid":"845215565","full_name":"OutofAi/StableEnergy","owner":"OutofAi","description":"A Simplified notebook for Smoothed Energy Guidance utilised for Stable Diffusion 2.1 base","archived":false,"fork":false,"pushed_at":"2025-01-10T00:05:34.000Z","size":17868,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-10T01:19:05.344Z","etag":null,"topics":["attention-map","classifier-free-guidance","diffusion-model","smoothed-energy-guidance","stable-diffusion-2-1"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":["https://www.buymeacoffee.com/outofai"],"categories":[],"sub_categories":[],"readme":"# StableEnergy\n[![hf](https://img.shields.io/badge/%F0%9F%A4%97%20HuggingFace-space-yellow)](https://huggingface.co/spaces/alexnasa/StableEnergy)\n\u003ca href=\"https://www.buymeacoffee.com/outofai\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/-buy_me_a%C2%A0coffee-red?logo=buy-me-a-coffee\" alt=\"Buy Me A Coffee\"\u003e\u003c/a\u003e\n[![Twitter](https://img.shields.io/twitter/url/https/twitter.com/cloudposse.svg?style=social\u0026label=Out%20of%20AI)](https://twitter.com/OutofAi)\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/OutofAi/StableEnergy/blob/main/SD_2_1_Smoothed_Energy_Guidance.ipynb)\n\nA Simplified notebook for Smoothed Energy Guidance in Stable Diffusion 2.1 base\n\nWe put together a notebook implementation and explanation of Smoothed Energy Guidance based (SEG) of this paper https://arxiv.org/pdf/2408.00760\nA query blurring method that yields significant improvements to the sampling process of SD 2.1 base and it's results in Vanilla and Classifier Free Guidance sampling.\n\n| **Smoothed Energy Guidance for SD2.1 base** | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/OutofAi/StableEnergy/blob/main/SD_2_1_Smoothed_Energy_Guidance.ipynb) |\n|----------------------|----------------------|\n\n\nSome good results:\n\n![image](https://github.com/user-attachments/assets/3e9e80a2-a5d3-4291-9319-ca71e6554757)\n\n![image](https://github.com/user-attachments/assets/c5a9602f-b09d-4f36-94a4-3fd70462688a)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foutofai%2Fstableenergy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Foutofai%2Fstableenergy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foutofai%2Fstableenergy/lists"}