https://github.com/omniinfer/sd-webui-cloud-inference
Stable Diffusion（SDXL/Refiner）WebUI Cloud Inference Extension
https://github.com/omniinfer/sd-webui-cloud-inference
sdxl stable-diffusion stable-diffusion-api stable-diffusion-extension stable-diffusion-webui stable-diffusion-webui-plugin stable-diffusion-xl
Last synced: about 1 year ago
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Stable Diffusion（SDXL/Refiner）WebUI Cloud Inference Extension
- Host: GitHub
- URL: https://github.com/omniinfer/sd-webui-cloud-inference
- Owner: omniinfer
- Archived: true
- Created: 2023-07-06T09:13:52.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2024-03-12T09:29:10.000Z (over 2 years ago)
- Last Synced: 2024-10-31T07:34:21.099Z (over 1 year ago)
- Topics: sdxl, stable-diffusion, stable-diffusion-api, stable-diffusion-extension, stable-diffusion-webui, stable-diffusion-webui-plugin, stable-diffusion-xl
- Language: Python
- Homepage:
- Size: 216 KB
- Stars: 201
- Watchers: 5
- Forks: 18
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
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README
# Stable Diffusion Web UI Cloud Inference
[](https://discord.gg/nzqq8UScpx)
[](https://www.youtube.com/watch?v=B8s2L_o3DrU)
## What capabilities does this extension offer?
This extension enables faster image generation without the need for expensive GPUs and seamlessly integrates with the AUTOMAIC1111 UI.
## Benefits:
1. **No expensive GPUs required**, can even use the CPU.
2. **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.
3. **Support for 10000+ Checkpoint models**, don't need download
## Compatibility and Limitations
| Feature | Support | Limitations |
| -------------------------- | ------- | ----------- |
| txt2img | ✅ | |
| txt2img_hires.fix | ✅ | |
| txt2img_sdxl_refiner | ✅ | |
| txt2img_controlnet | ✅ | |
| img2img | ✅ | |
| img2img_inpaint | ✅ | |
| img2img_sdxl_refiner | ✅ | |
| img2img_controlnet | ✅ | |
| extras upscale | ✅ | |
| vae model | ✅ | |
| scripts - X/Y/Z plot | ✅ | |
| scripts - Prompt matrix | ✅ | |
| scripts - Prompt from file | ✅ | |
## How it works
## Guide
## 1. Install sd-webui-cloud-inference
## 2. Get your [omniinfer.io](https://www.omniinfer.io/user/login?utm_source=github_wiki) Key
Open [omniinfer.io](https://www.omniinfer.io/user/login?utm_source=github_wiki) in browser
We can choice "Google Login" or "Github Login"
## 3. Enable Cloud Inference feature
Let us back to `Cloud Inference` tab of stable-diffusion-webui
## 4. Test Txt2Img
Let us back to `Txt2Img` tab of stable-diffusion-webui
From now on, you can give it a try and enjoy your creative journey.
Furthermore, you are welcome to freely discuss your user experience, share suggestions, and provide feedback on our Discord channel.
[](https://discord.gg/nzqq8UScpx)
## 5. Advanced - Lora
## 7. Advanced - Img2img Inpainting
## 8. Advanced - VAE
or you can use the VAE feature with X/Y/Z
## 9. Advanced - ControlNet
# 9. Advanced - ControlNet
## 10. Advanced - Upscale and Hires.Fix
## 11. Advanced - Model Browser
## 12. Advanced - Tiny Model
The 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.
its will reduce memory from 4.8G -> 739MB
1. Download tiny model and config to model config.
```
wget -O ./models/Stable-diffusion/tiny.yaml https://github.com/omniinfer/sd-webui-cloud-inference/releases/download/tiny-model/tiny.yaml
wget -O ./models/Stable-diffusion/tiny.safetensors https://github.com/omniinfer/sd-webui-cloud-inference/releases/download/tiny-model/tiny.safetensors
```
2. start webui with tiny model
`--ckpt=/stable-diffusion-webui/models/Stable-diffusion/tiny.safetensors`
## 13. Advanced - SDXL Refiner
