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README.md
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README.md
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# <center>Web-based UI for Stable Diffusion</center>
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## Created by [sd-webui](https://github.com/sd-webui)
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## Created by [Sygil.Dev](https://github.com/sygil-dev)
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## [Visit sd-webui's Discord Server](https://discord.gg/gyXNe4NySY) [](https://discord.gg/gyXNe4NySY)
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## [Join us at Sygil.Dev's Discord Server](https://discord.gg/gyXNe4NySY) [](https://discord.gg/gyXNe4NySY)
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## Installation instructions for:
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@ -11,7 +11,7 @@
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### Want to ask a question or request a feature?
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Come to our [Discord Server](https://discord.gg/gyXNe4NySY) or use [Discussions](https://github.com/sd-webui/stable-diffusion-webui/discussions).
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Come to our [Discord Server](https://discord.gg/gyXNe4NySY) or use [Discussions](https://github.com/sygil-dev/stable-diffusion-webui/discussions).
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## Documentation
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@ -21,7 +21,7 @@ Come to our [Discord Server](https://discord.gg/gyXNe4NySY) or use [Discussions]
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Check the [Contribution Guide](CONTRIBUTING.md)
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[sd-webui](https://github.com/sd-webui) main devs:
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[sygil-dev](https://github.com/sygil-dev) main devs:
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*  [hlky](https://github.com/hlky)
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* [ZeroCool940711](https://github.com/ZeroCool940711)
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@ -29,23 +29,15 @@ Check the [Contribution Guide](CONTRIBUTING.md)
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### Project Features:
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* Two great Web UI's to choose from: Streamlit or Gradio
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* No more manually typing parameters, now all you have to do is write your prompt and adjust sliders
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* Built-in image enhancers and upscalers, including GFPGAN and realESRGAN
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* Generator Preview: See your image as its being made
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* Run additional upscaling models on CPU to save VRAM
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* 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
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* Textual inversion: [Reaserch Paper](https://textual-inversion.github.io/)
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* Advanced img2img editor with Mask and crop capabilities
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* K-Diffusion Samplers: A great collection of samplers to use, including:
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* Mask painting 🖌️: Powerful tool for re-generating only specific parts of an image you want to change (currently Gradio only)
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* More diffusion samplers 🔥🔥: A great collection of samplers to use, including:
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- `k_euler` (Default)
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- `k_euler`
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- `k_lms`
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- `k_euler_a`
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- `k_dpm_2`
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@ -54,35 +46,31 @@ Check the [Contribution Guide](CONTRIBUTING.md)
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- `PLMS`
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- `DDIM`
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* Loopback ➿: Automatically feed the last generated sample back into img2img
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* Loopback: Automatically feed the last generated sample back into img2img
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* Prompt Weighting 🏋️: Adjust the strength of different terms in your prompt
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* Prompt Weighting & Negative Prompts: Gain more control over your creations
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* Selectable GPU usage with `--gpu <id>`
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* Selectable GPU usage from Settings tab
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* Memory Monitoring 🔥: Shows VRAM usage and generation time after outputting
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* Word Seeds: Use words instead of seed numbers
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* Word Seeds 🔥: Use words instead of seed numbers
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* Automated Launcher: Activate conda and run Stable Diffusion with a single command
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* CFG: Classifier free guidance scale, a feature for fine-tuning your output
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* Automatic Launcher: Activate conda and run Stable Diffusion with a single command
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* Lighter on VRAM: 512x512 Text2Image & Image2Image tested working on 4GB
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* Lighter on VRAM: 512x512 Text2Image & Image2Image tested working on 4GB (with *optimized* mode enabled in Settings)
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* Prompt validation: If your prompt is too long, you will get a warning in the text output field
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* Copy-paste generation parameters: A text output provides generation parameters in an easy to copy-paste form for easy sharing.
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* 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`.
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* 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`.
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* Prompt matrix: Separate multiple prompts using the `|` character, and the system will produce an image for every combination of them.
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* 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.
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* [Gradio] Advanced img2img editor with Mask and crop capabilities
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# Stable Diffusion Web UI
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* [Gradio] Mask painting 🖌️: Powerful tool for re-generating only specific parts of an image you want to change (currently Gradio only)
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A fully-integrated and easy way to work with Stable Diffusion right from a browser window.
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# SD WebUI
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An easy way to work with Stable Diffusion right from your browser.
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## Streamlit
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**Features:**
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- Clean UI with an easy to use design, with support for widescreen displays.
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- Dynamic live preview of your generations
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- Easily customizable presets right from the WebUI (Coming Soon!)
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- An integrated gallery to show the generations for a prompt or session (Coming soon!)
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- Better optimization VRAM usage optimization, less errors for bigger generations.
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- Text2Video - Generate video clips from text prompts right from the WEb UI (WIP)
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- Concepts Library - Run custom embeddings others have made via textual inversion.
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- Actively being developed with new features being added and planned - Stay Tuned!
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- Streamlit is now the new primary UI for the project moving forward.
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- *Currently in active development and still missing some of the features present in the Gradio Interface.*
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- Clean UI with an easy to use design, with support for widescreen displays
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- *Dynamic live preview* of your generations
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- Easily customizable defaults, right from the WebUI's Settings tab
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- An integrated gallery to show the generations for a prompt
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- *Optimized VRAM* usage for bigger generations or usage on lower end GPUs
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- *Text2Video:* Generate video clips from text prompts right from the WebUI (WIP)
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- *Concepts Library:* Run custom embeddings others have made via textual inversion.
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- **Currently in development: [Stable Hord](https://stablehorde.net/) integration; ImgLab, batch inputs, & mask editor from Gradio
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**Prompt Weights & Negative Prompts:**
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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.
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Ex: `cat:0.30, dog:0.70` or `guy riding a bicycle :0.7, incoming car :0.30`
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Negative prompts can be added by using `###` , after which any tokens will be seen as negative.
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Ex: `cat playing with string ### yarn` will negate `yarn` from the generated image.
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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
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**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.
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Please see the [Streamlit Documentation](docs/4.streamlit-interface.md) to learn more.
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## Gradio
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## Gradio [Legacy]
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**Features:**
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- Older UI design that is fully functional and feature complete.
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- Older UI that is functional and feature complete.
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- Has access to all upscaling models, including LSDR.
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- Dynamic prompt entry automatically changes your generation settings based on `--params` in a prompt.
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- Includes quick and easy ways to send generations to Image2Image or the Image Lab for upscaling.
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- *Note, the Gradio interface is no longer being actively developed and is only receiving bug fixes.*
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**Note: the Gradio interface is no longer being actively developed by Sygil.Dev and is only receiving bug fixes.**
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Please see the [Gradio Documentation](docs/5.gradio-interface.md) to learn more.
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@ -157,7 +156,7 @@ Please see the [Image Enhancers Documentation](docs/6.image_enhancers.md) to lea
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-----
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### *Original Information From The Stable Diffusion Repo*
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### *Original Information From The Stable Diffusion Repo:*
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# Stable Diffusion
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