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https://github.com/vladmandic/automatic
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update notes
This commit is contained in:
Vladimir Mandic
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## Update for 2024-05-28
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### Highlights for 2024-05-28
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New [SD.Next](https://github.com/vladmandic/automatic) release has been baking in `dev` for a longer than usual, but changes are massive - about 350 commits for core and 300 for UI...
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Starting with the new UI - yup, this version ships with a *preview* of the new [ModernUI](https://github.com/BinaryQuantumSoul/sdnext-modernui)
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For details on how to enable and use it, see [Home](https://github.com/BinaryQuantumSoul/sdnext-modernui) and [WiKi](https://github.com/vladmandic/automatic/wiki/Themes)
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**ModernUI** is still in early development and not all features are available yet, please report [issues and feedback](https://github.com/BinaryQuantumSoul/sdnext-modernui/issues)
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Thanks to @BinaryQuantumSoul for his hard work on this project!
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*What else?*
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#### New built-in features
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- [PWA](https://developer.mozilla.org/en-US/docs/Web/Progressive_web_apps) SD.Next is now installable as a web-app
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- **Gallery**: extremely fast built-in gallery viewer
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List, preview, search through all your images and videos!
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- **HiDiffusion** allows generating very-high resolution images out-of-the-box using standard models
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- **Perturbed-Attention Guidance** (PAG) enhances sample quality in addition to standard CFG scale
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- **LayerDiffuse** simply create transparent (foreground-only) images
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- **IP adapter masking** allows to use multiple input images for each segment of the input image
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- IP adapter **InstantStyle** implementation
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- **Token Downsampling** (ToDo) provides significant speedups with minimal-to-none quality loss
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- **Samplers optimizations** that allow normal samplers to complete work in 1/3 of the steps!
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Yup, even popular DPM++2M can now run in 10 steps with quality equaling 30 steps using **AYS** presets
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- Native **wildcards** support
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- Improved built-in **Face HiRes**
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- Better **outpainting**
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- And much more...
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For details of above features and full list, see [Changelog](https://github.com/vladmandic/automatic/blob/dev/CHANGELOG.md)
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#### New models
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While still waiting for *Stable Diffusion 3.0*, there have been some significant models released in the meantime:
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- [PixArt-Σ](https://pixart-alpha.github.io/PixArt-sigma-project/), high end diffusion transformer model (*DiT*) capable of directly generating images at 4K resolution
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- [SDXS](https://github.com/IDKiro/sdxs), extremely fast 1-step generation consistency model
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- [Hyper-SD](https://huggingface.co/ByteDance/Hyper-SD), 1-step, 2-step, 4-step and 8-step optimized models
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*Note*
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[SD.Next](https://github.com/vladmandic/automatic) is no longer marked as a fork of [A1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui/) and github project has been fully detached
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Given huge number of changes with *+3443/-3342* commits diff (at the time of fork detach) over the past year,
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a completely different backend/engine and a change of focus, it is time to give credit to original [author](https://github.com/auTOMATIC1111), and move on!
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### Full ChangeLog for 2024-05-28
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- **Features**:
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- **ModernUI** preview of the new [ModernUI](https://github.com/BinaryQuantumSoul/sdnext-modernui)
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- [PWA](https://developer.mozilla.org/en-US/docs/Web/Progressive_web_apps) SD.Next is now installable as a web-app and includes verified manifest
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@@ -31,7 +31,7 @@ All individual features are not listed here, instead check [ChangeLog](CHANGELOG
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- Multiple UIs!
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▹ **Standard | Modern**
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- Multiple diffusion models!
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▹ **Stable Diffusion 1.5/2.1 | SD-XL | LCM | Segmind | Kandinsky | Pixart-α | Stable Cascade | Würstchen | aMUSEd | DeepFloyd IF | UniDiffusion | SD-Distilled | BLiP Diffusion | KOALA | etc.**
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▹ **Stable Diffusion 1.5/2.1 | SD-XL | LCM | Segmind | Kandinsky | Pixart-α | Pixart-Σ | Stable Cascade | Würstchen | aMUSEd | DeepFloyd IF | UniDiffusion | SD-Distilled | BLiP Diffusion | KOALA | SDXS | Hyper-SD | etc.**
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- Built-in Control for Text, Image, Batch and video processing!
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▹ **ControlNet | ControlNet XS | Control LLLite | T2I Adapters | IP Adapters**
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- Multiplatform!
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- [Segmind SegMoE](https://github.com/segmind/segmoe) *SD and SD-XL*
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- [Kandinsky](https://github.com/ai-forever/Kandinsky-2) *2.1 and 2.2 and latest 3.0*
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- [PixArt-α XL 2](https://github.com/PixArt-alpha/PixArt-alpha) *Medium and Large*
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- [PixArt-Σ](https://github.com/PixArt-alpha/PixArt-sigma)
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- [Warp Wuerstchen](https://huggingface.co/blog/wuertschen)
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- [Tsinghua UniDiffusion](https://github.com/thu-ml/unidiffuser)
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- [DeepFloyd IF](https://github.com/deep-floyd/IF) *Medium and Large*
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- [BLIP-Diffusion](https://dxli94.github.io/BLIP-Diffusion-website/)
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- [KOALA 700M](https://github.com/youngwanLEE/sdxl-koala)
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- [VGen](https://huggingface.co/ali-vilab/i2vgen-xl)
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- [SDXS](https://github.com/IDKiro/sdxs)
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- [Hyper-SD](https://huggingface.co/ByteDance/Hyper-SD)
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Also supported are modifiers such as:
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@@ -2,55 +2,6 @@
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Main ToDo list can be found at [GitHub projects](https://github.com/users/vladmandic/projects)
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## Dev Release Notes
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New [SD.Next](https://github.com/vladmandic/automatic) release has been baking in `dev` for a longer than usual, but changes are massive - about 350 commits for core and 300 for UI...
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Starting with the new UI - yup, this version ships with a *preview* of the new [ModernUI](https://github.com/BinaryQuantumSoul/sdnext-modernui)
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For details on how to enable and use it, see [Home](https://github.com/BinaryQuantumSoul/sdnext-modernui) and [WiKi](https://github.com/vladmandic/automatic/wiki/Themes)
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**ModernUI** is still in early development and not all features are available yet, please report [issues and feedback](https://github.com/BinaryQuantumSoul/sdnext-modernui/issues)
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Thanks to @BinaryQuantumSoul for his hard work on this project!
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*What else?*
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### New built-in features
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- [PWA](https://developer.mozilla.org/en-US/docs/Web/Progressive_web_apps) SD.Next is now installable as a web-app
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- **Gallery**: extremely fast built-in gallery viewer
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List, preview, search through all your images and videos!
|
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- **HiDiffusion** allows generating very-high resolution images out-of-the-box using standard models
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- **Perturbed-Attention Guidance** (PAG) enhances sample quality in addition to standard CFG scale
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- **LayerDiffuse** simply create transparent (foreground-only) images
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- **IP adapter masking** allows to use multiple input images for each segment of the input image
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- IP adapter **InstantStyle** implementation
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- **Token Downsampling** (ToDo) provides significant speedups with minimal-to-none quality loss
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- **Samplers optimizations** that allow normal samplers to complete work in 1/3 of the steps!
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Yup, even popular DPM++2M can now run in 10 steps with quality equaling 30 steps using **AYS** presets
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- Native **wildcards** support
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- Improved built-in **Face HiRes**
|
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- Better **outpainting**
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- And much more...
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For details of above features and full list, see [Changelog](https://github.com/vladmandic/automatic/blob/dev/CHANGELOG.md)
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### New models
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While still waiting for *Stable Diffusion 3.0*, there have been some significant models released in the meantime:
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- [PixArt-Σ](https://pixart-alpha.github.io/PixArt-sigma-project/), high end diffusion transformer model (*DiT*) capable of directly generating images at 4K resolution
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- [SDXS](https://github.com/IDKiro/sdxs), extremely fast 1-step generation consistency model
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- [Hyper-SD](https://huggingface.co/ByteDance/Hyper-SD), 1-step, 2-step, 4-step and 8-step optimized models
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*Note*
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[SD.Next](https://github.com/vladmandic/automatic) is no longer marked as a fork of [A1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui/) and github project has been fully detached
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Given huge number of changes with *+3443/-3342* commits diff (at the time of fork detach) over the past year,
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a completely different backend/engine and a change of focus, it is time to give credit to original [author](https://github.com/auTOMATIC1111), and move on!
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And best place to post questions is on our [Discord](https://discord.gg/VjvR2tabEX) server which now has **over 2k active members**!
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For more details see: [Changelog](https://github.com/vladmandic/automatic/blob/dev/CHANGELOG.md) | [ReadMe](https://github.com/vladmandic/automatic) | [Wiki](https://github.com/vladmandic/automatic/wiki) | [Discord](https://discord.gg/VjvR2tabEX)
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## Future Candidates
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- stable diffusion 3.0: unreleased
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