{"id":13493487,"url":"https://github.com/omniinfer/sd-webui-cloud-inference","last_synced_at":"2025-03-28T11:32:54.830Z","repository":{"id":179104284,"uuid":"662967308","full_name":"omniinfer/sd-webui-cloud-inference","owner":"omniinfer","description":"Stable Diffusion（SDXL/Refiner）WebUI Cloud Inference Extension","archived":true,"fork":false,"pushed_at":"2024-03-12T09:29:10.000Z","size":221,"stargazers_count":201,"open_issues_count":5,"forks_count":18,"subscribers_count":5,"default_branch":"main","last_synced_at":"2024-10-31T07:34:21.099Z","etag":null,"topics":["sdxl","stable-diffusion","stable-diffusion-api","stable-diffusion-extension","stable-diffusion-webui","stable-diffusion-webui-plugin","stable-diffusion-xl"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/omniinfer.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2023-07-06T09:13:52.000Z","updated_at":"2024-09-27T19:27:24.000Z","dependencies_parsed_at":"2023-11-14T03:27:00.634Z","dependency_job_id":"a8deba8b-0240-45af-b075-da94bae70ef1","html_url":"https://github.com/omniinfer/sd-webui-cloud-inference","commit_stats":null,"previous_names":["omniinfer/sd-webui-cloud-inference"],"tags_count":12,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omniinfer%2Fsd-webui-cloud-inference","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omniinfer%2Fsd-webui-cloud-inference/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omniinfer%2Fsd-webui-cloud-inference/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omniinfer%2Fsd-webui-cloud-inference/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/omniinfer","download_url":"https://codeload.github.com/omniinfer/sd-webui-cloud-inference/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246021494,"owners_count":20710944,"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":["sdxl","stable-diffusion","stable-diffusion-api","stable-diffusion-extension","stable-diffusion-webui","stable-diffusion-webui-plugin","stable-diffusion-xl"],"created_at":"2024-07-31T19:01:15.772Z","updated_at":"2025-03-28T11:32:54.539Z","avatar_url":"https://github.com/omniinfer.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# Stable Diffusion Web UI Cloud Inference\n\n\n[![](https://dcbadge.vercel.app/api/server/nzqq8UScpx)](https://discord.gg/nzqq8UScpx)\n\n\n[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/B8s2L_o3DrU/0.jpg)](https://www.youtube.com/watch?v=B8s2L_o3DrU)\n\n\n\n## What capabilities does this extension offer?\n\nThis extension enables faster image generation without the need for expensive GPUs and seamlessly integrates with the AUTOMAIC1111 UI.\n\n## Benefits:\n1. **No expensive GPUs required**, can even use the CPU.\n2. **No need to change your workflow**, compatible with the usage and scripts of sd-webui, such as X/Y/Z Plot, Prompt from file, etc.\n3. **Support for 10000+ Checkpoint models**, don't need download\n\n## Compatibility and Limitations\n\n| Feature                    | Support | Limitations |\n| -------------------------- | ------- | ----------- |\n| txt2img                    | ✅       |             |\n| txt2img_hires.fix          | ✅       |             |\n| txt2img_sdxl_refiner       | ✅       |             |\n| txt2img_controlnet         | ✅       |             |\n| img2img                    | ✅       |             |\n| img2img_inpaint            | ✅       |             |\n| img2img_sdxl_refiner       | ✅       |             |\n| img2img_controlnet         | ✅       |             |\n| extras upscale             | ✅       |             |\n| vae model                  | ✅       |             |\n| scripts - X/Y/Z plot       | ✅       |             |\n| scripts - Prompt matrix    | ✅       |             |\n| scripts - Prompt from file | ✅       |             |\n\n\n\n## How it works\n\n![how it works](./docs/how-it-works.png)\n## Guide\n## 1. Install sd-webui-cloud-inference\n\n![image-mh (4)](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/d187c9b2-ab64-40bf-8327-443db6a322c6)\n![Screenshot 2023-07-26 at 14 40 49-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/6c2d491d-b056-4f9a-b955-2a0b93c6afc4)\n![Screenshot 2023-07-26 at 14 44 10-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/1b8ec05a-2ec2-4da8-a0c8-bd10ac01e626)\n\n\n## 2. Get your [omniinfer.io](https://www.omniinfer.io/user/login?utm_source=github_wiki) Key\n\nOpen [omniinfer.io](https://www.omniinfer.io/user/login?utm_source=github_wiki) in browser \n\nWe can choice \"Google Login\" or \"Github Login\"\n\u003cimg width=\"1512\" alt=\"image\" src=\"https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/5dd02f42-f824-402e-99d7-8fd0ecc8776f\"\u003e\n\n![Screenshot 2023-07-26 at 14 44 10-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/ae71a189-4d7c-4aea-a32f-d3a375b94b72)\n\n\n\n## 3. Enable Cloud Inference feature\n\nLet us back to `Cloud Inference` tab of stable-diffusion-webui \n\n![Screenshot 2023-07-26 at 14 46 59-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/3917f085-51b3-4ad2-8a84-539d074bf63a)\n\n## 4. Test Txt2Img\n\nLet us back to `Txt2Img` tab of stable-diffusion-webui\n\n\n![Screenshot 2023-07-26 at 14 51 27-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/cf2934d3-c5eb-4f7f-9485-04fafb832bbc)\nFrom now on, you can give it a try and enjoy your creative journey.\n\nFurthermore, you are welcome to freely discuss your user experience, share suggestions, and provide feedback on our Discord channel.\n[![](https://dcbadge.vercel.app/api/server/nzqq8UScpx)](https://discord.gg/nzqq8UScpx)\n\n\n## 5. Advanced - Lora\n\n![Screenshot 2023-07-26 at 14 58 33-mh (1)](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/ebf4b5c9-189a-483c-b688-3bb2a19dbe8b)\n\n\n## 7. Advanced - Img2img Inpainting\n![image-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/6681b6d8-9d3e-45c0-bfe3-57fad26cc5e6)\n![Screenshot 2023-07-25 at 21 08 28-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/286e45dc-ca3e-419a-98da-15d298f32e07)\n![image-mh (4)](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/ed1d9d41-e0bf-4635-8423-ada83f03359e)\n## 8. Advanced - VAE\n\n![image](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/86abe84f-c34d-4e8d-8edc-920b6aaae050)\n\nor you can use the VAE feature with X/Y/Z\n\n![Screenshot 2023-07-25 at 22 35 30-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/3dcb44df-c5a7-4fae-805d-5f69a1f2fb6e)\n\n\n## 9. Advanced - ControlNet\n![image-mh (2)](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/cd7ed643-831c-4999-94a1-9f9668e080cc)![Screenshot 2023-07-25 at 22 23 01-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/db74e466-5e7f-421f-b33c-09802f5ee2c5)\n\n# 9. Advanced - ControlNet\n![image-mh (2)](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/cd7ed643-831c-4999-94a1-9f9668e080cc)![Screenshot 2023-07-25 at 22 23 01-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/db74e466-5e7f-421f-b33c-09802f5ee2c5)\n\n## 10. Advanced - Upscale and Hires.Fix\n![Screenshot 2023-08-09 at 20 13 58-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/15ac40f5-ad4b-4cc7-9927-4cc82a90f853)\n\n![Screenshot 2023-08-09 at 20 16 18-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/1e606dd5-51aa-4eea-baba-f78849104591)\n\n\n## 11. Advanced - Model Browser\n\n![Screenshot 2023-08-27 at 17 03 48-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/ad586862-ac5f-4689-a166-d1d7d654a9f1)\n\n\n## 12. Advanced - Tiny Model\n\nThe AUTOMATIC1111 webui loads the model on startup. However, on low-memory computers like the MacBook Air, the performance is suboptimal. To address this, we have developed a stripped-down minimal-size model. You can utilize the following commands to enable it.\n\nits will reduce memory from 4.8G -\u003e 739MB \n\n1. Download tiny model and config to model config.\n```\nwget -O ./models/Stable-diffusion/tiny.yaml https://github.com/omniinfer/sd-webui-cloud-inference/releases/download/tiny-model/tiny.yaml\nwget -O ./models/Stable-diffusion/tiny.safetensors https://github.com/omniinfer/sd-webui-cloud-inference/releases/download/tiny-model/tiny.safetensors\n```\n2. start webui with tiny model\n`--ckpt=/stable-diffusion-webui/models/Stable-diffusion/tiny.safetensors`\n\n## 13. Advanced - SDXL Refiner\n\n![Screenshot 2023-09-04 at 13 45 24-mh](https://github.com/omniinfer/sd-webui-cloud-inference/assets/16937838/f8537240-c2a0-4ed3-84c0-70dd23764add)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fomniinfer%2Fsd-webui-cloud-inference","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fomniinfer%2Fsd-webui-cloud-inference","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fomniinfer%2Fsd-webui-cloud-inference/lists"}