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update readme
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Vladimir Mandic
@@ -16,9 +16,9 @@
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## Table of contents
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- [SD.Next Features](#sdnext-features)
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- [Backend support](#backend-support)
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- [Model support](#model-support)
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- [Platform support](#platform-support)
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- [Backend support](#backend-support)
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- [Examples](#examples)
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- [Install](#install)
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- [Notes](#notes)
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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 | Pixart-Σ | Stable Cascade | Würstchen | aMUSEd | DeepFloyd IF | UniDiffusion | SD-Distilled | BLiP Diffusion | KOALA | SDXS | Hyper-SD | etc.**
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▹ **Stable Diffusion 1.5/2.1/XL/3.0 | LCM | Lightning | Segmind | Kandinsky | Pixart-α | Pixart-Σ | Stable Cascade | Würstchen | aMUSEd | DeepFloyd IF | UniDiffusion | SD-Distilled | BLiP Diffusion | KOALA | SDXS | Hyper-SD | HunyuanDiT | 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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@@ -59,25 +59,13 @@ For screenshots and informations on other available themes, see [Themes Wiki](ht
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<br>
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## Backend support
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**SD.Next** supports two main backends: *Diffusers* and *Original*:
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- **Diffusers**: Based on new [Huggingface Diffusers](https://huggingface.co/docs/diffusers/index) implementation
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Supports *all* models listed below
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This backend is set as default for new installations
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See [wiki article](https://github.com/vladmandic/automatic/wiki/Diffusers) for more information
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- **Original**: Based on [LDM](https://github.com/Stability-AI/stablediffusion) reference implementation and significantly expanded on by [A1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui)
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This backend and is fully compatible with most existing functionality and extensions written for *A1111 SDWebUI*
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Supports **SD 1.x** and **SD 2.x** models
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All other model types such as *SD-XL, LCM, Stable Cascade, PixArt, Playground, Segmind, Kandinsky, etc.* require backend **Diffusers**
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## Model support
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Additional models will be added as they become available and there is public interest in them
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- [RunwayML Stable Diffusion](https://github.com/Stability-AI/stablediffusion/) 1.x and 2.x *(all variants)*
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- [StabilityAI Stable Diffusion XL](https://github.com/Stability-AI/generative-models)
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- [StabilityAI Stable Diffusion 3 Medium](https://stability.ai/news/stable-diffusion-3-medium)
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- [StabilityAI Stable Video Diffusion](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid) Base, XT 1.0, XT 1.1
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- [LCM: Latent Consistency Models](https://github.com/openai/consistency_models)
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- [Playground](https://huggingface.co/playgroundai/playground-v2-256px-base) *v1, v2 256, v2 512, v2 1024 and latest v2.5*
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@@ -90,6 +78,7 @@ Additional models will be added as they become available and there is public int
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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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- [Tenecent HunyuanDiT](https://github.com/Tencent/HunyuanDiT)
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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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- [ModelScope T2V](https://huggingface.co/damo-vilab/text-to-video-ms-1.7b)
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@@ -102,11 +91,12 @@ Additional models will be added as they become available and there is public int
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Also supported are modifiers such as:
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- **LCM** and **Turbo** (*adversarial diffusion distillation*) networks
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- **LCM**, **Turbo** and **Lightning** (*adversarial diffusion distillation*) networks
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- All **LoRA** types such as LoCon, LyCORIS, HADA, IA3, Lokr, OFT
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- **IP-Adapters** for SD 1.5 and SD-XL
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- **InstantID**, **FaceSwap**, **FaceID**, **PhotoMerge**
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- **AnimateDiff** for SD 1.5
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- **MuLAN** multi-language support
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## Platform support
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@@ -120,6 +110,19 @@ Also supported are modifiers such as:
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- *Apple M1/M2* on *OSX* using built-in support in Torch with **MPS** optimizations
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- *ONNX/Olive*
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## Backend support
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**SD.Next** supports two main backends: *Diffusers* and *Original*:
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- **Diffusers**: Based on new [Huggingface Diffusers](https://huggingface.co/docs/diffusers/index) implementation
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Supports *all* models listed below
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This backend is set as default for new installations
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See [wiki article](https://github.com/vladmandic/automatic/wiki/Diffusers) for more information
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- **Original**: Based on [LDM](https://github.com/Stability-AI/stablediffusion) reference implementation and significantly expanded on by [A1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui)
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This backend and is fully compatible with most existing functionality and extensions written for *A1111 SDWebUI*
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Supports **SD 1.x** and **SD 2.x** models
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All other model types such as *SD-XL, LCM, Stable Cascade, PixArt, Playground, Segmind, Kandinsky, etc.* require backend **Diffusers**
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## Examples
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*IP Adapters*:
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