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update readme 

Signed-off-by: Vladimir Mandic <mandic00@live.com>
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Vladimir Mandic 2025-01-29 08:55:26 -05:00
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@ -17,7 +17,7 @@
- [Documentation](https://vladmandic.github.io/sdnext-docs/) - [Documentation](https://vladmandic.github.io/sdnext-docs/)
- [SD.Next Features](#sdnext-features) - [SD.Next Features](#sdnext-features)
- [Model support](#model-support) and [Specifications]() - [Model support](#model-support)
- [Platform support](#platform-support) - [Platform support](#platform-support)
- [Getting started](#getting-started) - [Getting started](#getting-started)
@ -32,7 +32,7 @@ All individual features are not listed here, instead check [ChangeLog](CHANGELOG
▹ **Windows | Linux | MacOS | nVidia | AMD | IntelArc/IPEX | DirectML | OpenVINO | ONNX+Olive | ZLUDA** ▹ **Windows | Linux | MacOS | nVidia | AMD | IntelArc/IPEX | DirectML | OpenVINO | ONNX+Olive | ZLUDA**
- Platform specific autodetection and tuning performed on install - Platform specific autodetection and tuning performed on install
- Optimized processing with latest `torch` developments with built-in support for model compile, quantize and compress - Optimized processing with latest `torch` developments with built-in support for model compile, quantize and compress
Compile backends: *Triton | StableFast | DeepCache | OneDiff* Compile backends: *Triton | StableFast | DeepCache | OneDiff | TeaCache | etc.*
Quantization and compression methods: *BitsAndBytes | TorchAO | Optimum-Quanto | NNCF* Quantization and compression methods: *BitsAndBytes | TorchAO | Optimum-Quanto | NNCF*
- Built-in queue management - Built-in queue management
- Built in installer with automatic updates and dependency management - Built in installer with automatic updates and dependency management
@ -82,6 +82,11 @@ SD.Next supports broad range of models: [supported models](https://vladmandic.gi
> [!WARNING] > [!WARNING]
> If you run into issues, check out [troubleshooting](https://vladmandic.github.io/sdnext-docs/Troubleshooting/) and [debugging](https://vladmandic.github.io/sdnext-docs/Debug/) guides > If you run into issues, check out [troubleshooting](https://vladmandic.github.io/sdnext-docs/Troubleshooting/) and [debugging](https://vladmandic.github.io/sdnext-docs/Debug/) guides
### Contributing
Please see [Contributing](CONTRIBUTING) for details on how to contribute to this project
And for any question, reach out on [Discord](https://discord.gg/VjvR2tabEX) or open an [issue](https://github.com/vladmandic/automatic/issues) or [discussion](https://github.com/vladmandic/automatic/discussions)
### Credits ### Credits
- Main credit goes to [Automatic1111 WebUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui) for the original codebase - Main credit goes to [Automatic1111 WebUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui) for the original codebase
@ -104,10 +109,4 @@ SD.Next supports broad range of models: [supported models](https://vladmandic.gi
If you're unsure how to use a feature, best place to start is [Docs](https://vladmandic.github.io/sdnext-docs/) and if its not there, If you're unsure how to use a feature, best place to start is [Docs](https://vladmandic.github.io/sdnext-docs/) and if its not there,
check [ChangeLog](https://vladmandic.github.io/sdnext-docs/CHANGELOG/) for when feature was first introduced as it will always have a short note on how to use it check [ChangeLog](https://vladmandic.github.io/sdnext-docs/CHANGELOG/) for when feature was first introduced as it will always have a short note on how to use it
### Sponsors
<div align="center">
<!-- sponsors --><a href="https://github.com/allangrant"><img src="https://github.com/allangrant.png" width="60px" alt="Allan Grant" /></a><a href="https://github.com/mantzaris"><img src="https://github.com/mantzaris.png" width="60px" alt="a.v.mantzaris" /></a><a href="https://github.com/CurseWave"><img src="https://github.com/CurseWave.png" width="60px" alt="" /></a><a href="https://github.com/smlbiobot"><img src="https://github.com/smlbiobot.png" width="60px" alt="SML (See-ming Lee)" /></a><!-- sponsors -->
</div>
<br> <br>