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## Notable features
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All individual features are not listed here, instead check [ChangeLog](CHANGELOG.md) for full list of changes.
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- Broad support
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- Multiple backends!
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**Original | Diffusers**
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- Multiple diffusion models!
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**Stable Diffusion | SD-XL | LCM | Segmind | Kandinsky | Pixart-α | Würstchen | DeepFloyd IF | UniDiffusion | SD-Distilled | etc.**
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- Multiplatform with platform specific autodetection and tuning performed on install
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**Windows | Linux | MacOS with CPU | nVidia | AMD | IntelArc | DirectML | OpenVINO | ONNX+Olive**
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- Optimized processing with latest **torch** developments
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Including built-in support for `torch.compile`
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- Multiple backends!
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▹ *Original | Diffusers*
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- Multiple diffusion models!
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▹ *Stable Diffusion | SD-XL | LCM | Segmind | Kandinsky | Pixart-α | Würstchen | DeepFloyd IF | UniDiffusion | SD-Distilled | etc.*
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- Multiplatform!
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▹ *Windows | Linux | MacOS with CPU | nVidia | AMD | IntelArc | DirectML | OpenVINO | ONNX+Olive*
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- Platform specific autodetection and tuning performed on install
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- Optimized processing with latest `torch` developments with built-in support for `torch.compile`
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- Improved prompt parser
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- Enhanced *Lora*/*Locon*/*Lyco* code supporting latest trends in training
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- Built-in queue management
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@@ -65,11 +64,11 @@ Additional models will be added as they become available and there is public int
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- [DeepFloyd IF](https://github.com/deep-floyd/IF) Medium and Large
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- [Segmind SD Distilled](https://huggingface.co/blog/sd_distillation) *(all variants)*
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*Notes*:
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- Loading any model other than standard SD 1.x / SD 2.x requires use of backend **Diffusers**
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Loading any other models using **Original** backend is not supproted
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- Loading manually download model `.safetensors` files is supported for SD 1.x / SD 2.x / SD-XL models only
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For all other model types, use backend **Diffusers** and use built in Model downloader or
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> [!IMPORTANT]
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> - Loading any model other than standard SD 1.x / SD 2.x requires use of backend **Diffusers**
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> - Loading any other models using **Original** backend is not supproted
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> - Loading manually download model `.safetensors` files is supported for SD 1.x / SD 2.x / SD-XL models only
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> - For all other model types, use backend **Diffusers** and use built in Model downloader or
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select model from Networks -> Models -> Reference list in which case it will be auto-downloaded and loaded
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## Platform support
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@@ -85,20 +84,18 @@ Additional models will be added as they become available and there is public int
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- *ONNX/Olive* (experimental)
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## Install & Run
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## Install
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- [Step-by-step install guide](https://github.com/vladmandic/automatic/wiki/Installation)
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- [Advanced install notes](https://github.com/vladmandic/automatic/wiki/Advanced-Install)
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### Installation Notes
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- [Common installation errors](https://github.com/vladmandic/automatic/discussions/1627)
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- [FAQ](https://github.com/vladmandic/automatic/discussions/1011)
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- Server can run without virtual environment,
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but it is recommended to use it to avoid library version conflicts with other applications
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- **nVidia/CUDA** / **AMD/ROCm** / **Intel/OneAPI** are auto-detected if present and available,
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> [!TIP]
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> - Server can run without virtual environment,but it is recommended to use it to avoid library version conflicts with other applications
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> - **nVidia/CUDA** / **AMD/ROCm** / **Intel/OneAPI** are auto-detected if present and available,
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For any other use case such as **DirectML**, **ONNX/Olive**, **OpenVINO** specify required parameter explicitly
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or wrong packages may be installed as installer will assume CPU-only environment
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- Full startup sequence is logged in `sdnext.log`, so if you encounter any issues, please check it first
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> - Full startup sequence is logged in `sdnext.log`, so if you encounter any issues, please check it first
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### Run
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@@ -171,7 +168,7 @@ but although it diverged considerably, any substantial features to original work
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The idea behind the fork is to enable latest technologies and advances in text-to-image generation.
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> *Sometimes this is not the same as "as simple as possible to use".*
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*Sometimes this is not the same as "as simple as possible to use".*
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General goals:
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