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Merge branch 'beta' of github.com:cmdr2/stable-diffusion-ui into beta

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# Easy Diffusion 2.5
# Easy Diffusion 3.0
### The easiest way to install and use [Stable Diffusion](https://github.com/CompVis/stable-diffusion) on your computer.
Does not require technical knowledge, does not require pre-installed software. 1-click install, powerful features, friendly community.
[Installation guide](#installation) | [Troubleshooting guide](https://github.com/easydiffusion/easydiffusion/wiki/Troubleshooting) | <sub>[![Discord Server](https://img.shields.io/discord/1014774730907209781?label=Discord)](https://discord.com/invite/u9yhsFmEkB)</sub> <sup>(for support queries, and development discussions)</sup>
![t2i](https://raw.githubusercontent.com/Stability-AI/stablediffusion/main/assets/stable-samples/txt2img/768/merged-0006.png)
---
![262597678-11089485-2514-4a11-88fb-c3acc81fc9ec](https://github.com/easydiffusion/easydiffusion/assets/844287/050b5e15-e909-45bf-8162-a38234830e38)
# Installation
Click the download button for your operating system:
@ -59,17 +61,19 @@ Just delete the `EasyDiffusion` folder to uninstall all the downloaded packages.
- **UI Themes**: Customize the program to your liking.
- **Searchable models dropdown**: organize your models into sub-folders, and search through them in the UI.
### Image generation
- **Supports**: "*Text to Image*" and "*Image to Image*".
- **21 Samplers**: `ddim`, `plms`, `heun`, `euler`, `euler_a`, `dpm2`, `dpm2_a`, `lms`, `dpm_solver_stability`, `dpmpp_2s_a`, `dpmpp_2m`, `dpmpp_sde`, `dpm_fast`, `dpm_adaptive`, `ddpm`, `deis`, `unipc_snr`, `unipc_tu`, `unipc_tq`, `unipc_snr_2`, `unipc_tu_2`.
- **In-Painting**: Specify areas of your image to paint into.
### Powerful image generation
- **Supports**: "*Text to Image*", "*Image to Image*" and "*InPainting*"
- **ControlNet**: For advanced control over the image, e.g. by setting the pose or drawing the outline for the AI to fill in.
- **16 Samplers**: `PLMS`, `DDIM`, `DEIS`, `Heun`, `Euler`, `Euler Ancestral`, `DPM2`, `DPM2 Ancestral`, `LMS`, `DPM Solver`, `DPM++ 2s Ancestral`, `DPM++ 2m`, `DPM++ 2m SDE`, `DPM++ SDE`, `DDPM`, `UniPC`.
- **Stable Diffusion XL and 2.1**: Generate higher-quality images using the latest Stable Diffusion XL models.
- **Textual Inversion Embeddings**: For guiding the AI strongly towards a particular concept.
- **Simple Drawing Tool**: Draw basic images to guide the AI, without needing an external drawing program.
- **Face Correction (GFPGAN)**
- **Upscaling (RealESRGAN)**
- **Loopback**: Use the output image as the input image for the next img2img task.
- **Loopback**: Use the output image as the input image for the next image task.
- **Negative Prompt**: Specify aspects of the image to *remove*.
- **Attention/Emphasis**: () in the prompt increases the model's attention to enclosed words, and [] decreases it.
- **Weighted Prompts**: Use weights for specific words in your prompt to change their importance, e.g. `red:2.4 dragon:1.2`.
- **Attention/Emphasis**: `+` in the prompt increases the model's attention to enclosed words, and `-` decreases it. E.g. `apple++ falling from a tree`.
- **Weighted Prompts**: Use weights for specific words in your prompt to change their importance, e.g. `(red)2.4 (dragon)1.2`.
- **Prompt Matrix**: Quickly create multiple variations of your prompt, e.g. `a photograph of an astronaut riding a horse | illustration | cinematic lighting`.
- **Prompt Set**: Quickly create multiple variations of your prompt, e.g. `a photograph of an astronaut on the {moon,earth}`
- **1-click Upscale/Face Correction**: Upscale or correct an image after it has been generated.
@ -79,10 +83,11 @@ Just delete the `EasyDiffusion` folder to uninstall all the downloaded packages.
### Advanced features
- **Custom Models**: Use your own `.ckpt` or `.safetensors` file, by placing it inside the `models/stable-diffusion` folder!
- **Stable Diffusion 2.1 support**
- **Stable Diffusion XL and 2.1 support**
- **Merge Models**
- **Use custom VAE models**
- **Use pre-trained Hypernetworks**
- **Textual Inversion Embeddings**
- **ControlNet**
- **Use custom GFPGAN models**
- **UI Plugins**: Choose from a growing list of [community-generated UI plugins](https://github.com/easydiffusion/easydiffusion/wiki/UI-Plugins), or write your own plugin to add features to the project!
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----
## Easy for new users:
![Screenshot of the initial UI](https://user-images.githubusercontent.com/844287/217043152-29454d15-0387-4228-b70d-9a4b84aeb8ba.png)
## Powerful features for advanced users:
![Screenshot of advanced settings](https://user-images.githubusercontent.com/844287/217042588-fc53c975-bacd-4a9c-af88-37408734ade3.png)
## Live Preview
Useful for judging (and stopping) an image quickly, without waiting for it to finish rendering.
![live-512](https://user-images.githubusercontent.com/844287/192097249-729a0a1e-a677-485e-9ccc-16a9e848fabe.gif)
## Easy for new users, powerful features for advanced users:
![image](https://github.com/easydiffusion/easydiffusion/assets/844287/efbbac9f-42ce-4aef-8625-fd23c74a8241)
## Task Queue
![Screenshot of task queue](https://user-images.githubusercontent.com/844287/217043984-0b35f73b-1318-47cb-9eed-a2a91b430490.png)
@ -125,12 +120,6 @@ Please refer to our [guide](https://github.com/easydiffusion/easydiffusion/wiki/
# Bugs reports and code contributions welcome
If there are any problems or suggestions, please feel free to ask on the [discord server](https://discord.com/invite/u9yhsFmEkB) or [file an issue](https://github.com/easydiffusion/easydiffusion/issues).
We could really use help on these aspects (click to view tasks that need your help):
* [User Interface](https://github.com/users/cmdr2/projects/1/views/1)
* [Engine](https://github.com/users/cmdr2/projects/3/views/1)
* [Installer](https://github.com/users/cmdr2/projects/4/views/1)
* [Documentation](https://github.com/users/cmdr2/projects/5/views/1)
If you have any code contributions in mind, please feel free to say Hi to us on the [discord server](https://discord.com/invite/u9yhsFmEkB). We use the Discord server for development-related discussions, and for helping users.
# Credits