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enterprise edition to enterprise solution (#1103)
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<!-- This is an auto-generated comment: release notes by coderabbit.ai
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## Summary by CodeRabbit

- **Documentation**
- Renamed "onediff Enterprise Edition" to "onediff Enterprise Solution"
for clarity on offerings.
- Enhanced details on performance gains and support options within the
"onediff Enterprise Solution" section.
- Elevated the "Distributed Run" section to a prominent header,
emphasizing distributed inference capabilities.
- Adjusted content in the "Distributed Run" section to highlight the use
of onediff's compiler in distributed inference engines.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

---------

Co-authored-by: Shenghang Tsai <[email protected]>
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strint and jackalcooper authored Sep 3, 2024
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Expand Up @@ -62,8 +62,8 @@ If you have contributed significantly to open-source software and are interested
+ [PyTorch Module compilation](#pytorch-module-compilation)
+ [Avoid compilation time for new input shape](#avoid-compilation-time-for-new-input-shape)
+ [Avoid compilation time for online serving](#avoid-compilation-time-for-online-serving)
+ [onediff Enterprise Edition](#onediff-enterprise-edition)
* [Distributed Run](#distributed-run)
+ [Distributed Run](#distributed-run)
* [OneDiff Enterprise Solution](#onediff-enterprise-solution)
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## Documentation
Expand Down Expand Up @@ -256,17 +256,17 @@ onediff supports the acceleration for SOTA models.
Compile and save the compiled result offline, then load it online for serving
- [Save and Load the compiled graph](https://github.com/siliconflow/onediff/blob/main/onediff_diffusers_extensions/examples/text_to_image_sdxl_save_load.py)
- Compile at one device(such as device 0), then use the compiled result to other device(such as device 1~7). [Change device of the compiled graph to do multi-process serving](https://github.com/siliconflow/onediff/blob/main/onediff_diffusers_extensions/examples/text_to_image_sdxl_mp_load.py)
#### onediff Enterprise Edition
If you need Enterprise-level Support for your system or business, you can email us at [email protected], or contact us through the website: https://siliconflow.cn/pricing

|   | onediff Enterprise Edition | onediff Community Edition |
| --------------------------------------------------------------------------------------------------------- | --------------------------------------- | --------------------------------------- |
| More Extreme and Dedicated optimization(usually another 20~100% performance gain) for the most used model | Yes | |
| Technical Support for deployment | High priority support | Community |
#### Distributed Run
If you want to do distributed inference, you can use onediff's compiler to do single-device acceleration in a distributed inference engine such as [xDiT](https://github.com/xdit-project/xDiT)

### Distributed Run
If you want to do distributed inference, you can use onediff's compiler to do single-device acceleration in a distributed inference engine such as:
- [xDiT](https://github.com/xdit-project/xDiT)
### OneDiff Enterprise Solution
If you need Enterprise-level Support for your system or business, you can email us at [email protected], or contact us through the website: https://siliconflow.cn/pricing
| | Onediff Enterprise Solution |
| -------------------------------------------------------- | ------------------------------------------------ |
| More extreme compiler optimization for diffusion process | Usually another 20%~30% or more performance gain |
| End-to-end workflow speedup solutions | Sometimes 200%~300% performance gain |
| End-to-end workflow deployment solutions | Workflow to online model API |
| Technical support for deployment | High priority support |

## Citation
```bibtex
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