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# <center>Web-based UI for Stable Diffusion</center> # <center>Web-based UI for Stable Diffusion</center>
## Created by [sd-webui](https://github.com/sd-webui) ## Created by [Sygil.Dev](https://github.com/sygil-dev)
## [Visit sd-webui's Discord Server](https://discord.gg/gyXNe4NySY) [![Discord Server](https://user-images.githubusercontent.com/5977640/190528254-9b5b4423-47ee-4f24-b4f9-fd13fba37518.png)](https://discord.gg/gyXNe4NySY) ## [Join us at Sygil.Dev's Discord Server](https://discord.gg/gyXNe4NySY) [![Discord Server](https://user-images.githubusercontent.com/5977640/190528254-9b5b4423-47ee-4f24-b4f9-fd13fba37518.png)](https://discord.gg/gyXNe4NySY)
## Installation instructions for: ## Installation instructions for:
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### Want to ask a question or request a feature? ### Want to ask a question or request a feature?
Come to our [Discord Server](https://discord.gg/gyXNe4NySY) or use [Discussions](https://github.com/sd-webui/stable-diffusion-webui/discussions). Come to our [Discord Server](https://discord.gg/gyXNe4NySY) or use [Discussions](https://github.com/sygil-dev/stable-diffusion-webui/discussions).
## Documentation ## Documentation
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Check the [Contribution Guide](CONTRIBUTING.md) Check the [Contribution Guide](CONTRIBUTING.md)
[sd-webui](https://github.com/sd-webui) main devs: [sygil-dev](https://github.com/sygil-dev) main devs:
* ![hlky's avatar](https://avatars.githubusercontent.com/u/106811348?s=40&v=4) [hlky](https://github.com/hlky) * ![hlky's avatar](https://avatars.githubusercontent.com/u/106811348?s=40&v=4) [hlky](https://github.com/hlky)
* ![ZeroCool940711's avatar](https://avatars.githubusercontent.com/u/5977640?s=40&v=4)[ZeroCool940711](https://github.com/ZeroCool940711) * ![ZeroCool940711's avatar](https://avatars.githubusercontent.com/u/5977640?s=40&v=4)[ZeroCool940711](https://github.com/ZeroCool940711)
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### Project Features: ### Project Features:
* Two great Web UI's to choose from: Streamlit or Gradio
* No more manually typing parameters, now all you have to do is write your prompt and adjust sliders
* Built-in image enhancers and upscalers, including GFPGAN and realESRGAN * Built-in image enhancers and upscalers, including GFPGAN and realESRGAN
* Generator Preview: See your image as its being made
* Run additional upscaling models on CPU to save VRAM * Run additional upscaling models on CPU to save VRAM
* Textual inversion 🔥: [info](https://textual-inversion.github.io/) - requires enabling, see [here](https://github.com/hlky/sd-enable-textual-inversion), script works as usual without it enabled * Textual inversion: [Reaserch Paper](https://textual-inversion.github.io/)
* Advanced img2img editor with Mask and crop capabilities * K-Diffusion Samplers: A great collection of samplers to use, including:
* Mask painting 🖌️: Powerful tool for re-generating only specific parts of an image you want to change (currently Gradio only)
* More diffusion samplers 🔥🔥: A great collection of samplers to use, including:
- `k_euler` (Default) - `k_euler`
- `k_lms` - `k_lms`
- `k_euler_a` - `k_euler_a`
- `k_dpm_2` - `k_dpm_2`
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- `PLMS` - `PLMS`
- `DDIM` - `DDIM`
* Loopback ➿: Automatically feed the last generated sample back into img2img * Loopback: Automatically feed the last generated sample back into img2img
* Prompt Weighting 🏋️: Adjust the strength of different terms in your prompt * Prompt Weighting & Negative Prompts: Gain more control over your creations
* Selectable GPU usage with `--gpu <id>` * Selectable GPU usage from Settings tab
* Memory Monitoring 🔥: Shows VRAM usage and generation time after outputting * Word Seeds: Use words instead of seed numbers
* Word Seeds 🔥: Use words instead of seed numbers * Automated Launcher: Activate conda and run Stable Diffusion with a single command
* CFG: Classifier free guidance scale, a feature for fine-tuning your output * Lighter on VRAM: 512x512 Text2Image & Image2Image tested working on 4GB (with *optimized* mode enabled in Settings)
* Automatic Launcher: Activate conda and run Stable Diffusion with a single command
* Lighter on VRAM: 512x512 Text2Image & Image2Image tested working on 4GB
* Prompt validation: If your prompt is too long, you will get a warning in the text output field * Prompt validation: If your prompt is too long, you will get a warning in the text output field
* Copy-paste generation parameters: A text output provides generation parameters in an easy to copy-paste form for easy sharing. * Sequential seeds for batches: If you use a seed of 1000 to generate two batches of two images each, four generated images will have seeds: `1000, 1001, 1002, 1003`.
* Correct seeds for batches: If you use a seed of 1000 to generate two batches of two images each, four generated images will have seeds: `1000, 1001, 1002, 1003`.
* Prompt matrix: Separate multiple prompts using the `|` character, and the system will produce an image for every combination of them. * Prompt matrix: Separate multiple prompts using the `|` character, and the system will produce an image for every combination of them.
* Loopback for Image2Image: A checkbox for img2img allowing to automatically feed output image as input for the next batch. Equivalent to saving output image, and replacing input image with it. * [Gradio] Advanced img2img editor with Mask and crop capabilities
# Stable Diffusion Web UI * [Gradio] Mask painting 🖌️: Powerful tool for re-generating only specific parts of an image you want to change (currently Gradio only)
A fully-integrated and easy way to work with Stable Diffusion right from a browser window. # SD WebUI
An easy way to work with Stable Diffusion right from your browser.
## Streamlit ## Streamlit
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**Features:** **Features:**
- Clean UI with an easy to use design, with support for widescreen displays. - Clean UI with an easy to use design, with support for widescreen displays
- Dynamic live preview of your generations - *Dynamic live preview* of your generations
- Easily customizable presets right from the WebUI (Coming Soon!) - Easily customizable defaults, right from the WebUI's Settings tab
- An integrated gallery to show the generations for a prompt or session (Coming soon!) - An integrated gallery to show the generations for a prompt
- Better optimization VRAM usage optimization, less errors for bigger generations. - *Optimized VRAM* usage for bigger generations or usage on lower end GPUs
- Text2Video - Generate video clips from text prompts right from the WEb UI (WIP) - *Text2Video:* Generate video clips from text prompts right from the WebUI (WIP)
- Concepts Library - Run custom embeddings others have made via textual inversion. - *Concepts Library:* Run custom embeddings others have made via textual inversion.
- Actively being developed with new features being added and planned - Stay Tuned! - **Currently in development: [Stable Hord](https://stablehorde.net/) integration; ImgLab, batch inputs, & mask editor from Gradio
- Streamlit is now the new primary UI for the project moving forward.
- *Currently in active development and still missing some of the features present in the Gradio Interface.* **Prompt Weights & Negative Prompts:**
To give a token (tag recognized by the AI) a specific or increased weight (emphasis), add `:0.##` to the prompt, where `0.##` is a decimal that will specify the weight of all tokens before the colon.
Ex: `cat:0.30, dog:0.70` or `guy riding a bicycle :0.7, incoming car :0.30`
Negative prompts can be added by using `###` , after which any tokens will be seen as negative.
Ex: `cat playing with string ### yarn` will negate `yarn` from the generated image.
Negatives are a very powerful tool to get rid of contextually similar or related topics, but **be careful when adding them since the AI might see connections you can't**, and end up outputting gibberish
**Tip:* Try using the same seed with different prompt configurations or weight values see how the AI understands them, it can lead to prompts that are more well-tuned and less prone to error.
Please see the [Streamlit Documentation](docs/4.streamlit-interface.md) to learn more. Please see the [Streamlit Documentation](docs/4.streamlit-interface.md) to learn more.
## Gradio ## Gradio [Legacy]
![](images/gradio/gradio-t2i.png) ![](images/gradio/gradio-t2i.png)
**Features:** **Features:**
- Older UI design that is fully functional and feature complete. - Older UI that is functional and feature complete.
- Has access to all upscaling models, including LSDR. - Has access to all upscaling models, including LSDR.
- Dynamic prompt entry automatically changes your generation settings based on `--params` in a prompt. - Dynamic prompt entry automatically changes your generation settings based on `--params` in a prompt.
- Includes quick and easy ways to send generations to Image2Image or the Image Lab for upscaling. - Includes quick and easy ways to send generations to Image2Image or the Image Lab for upscaling.
- *Note, the Gradio interface is no longer being actively developed and is only receiving bug fixes.*
**Note: the Gradio interface is no longer being actively developed by Sygil.Dev and is only receiving bug fixes.**
Please see the [Gradio Documentation](docs/5.gradio-interface.md) to learn more. Please see the [Gradio Documentation](docs/5.gradio-interface.md) to learn more.
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### *Original Information From The Stable Diffusion Repo* ### *Original Information From The Stable Diffusion Repo:*
# Stable Diffusion # Stable Diffusion