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# Diffusion Templates
Diffusion Templates is a controllable generation plugin framework for Diffusion models in DiffSynth-Studio, providing additional controllable generation capabilities for base models.
* Open Source Code: [DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio)
* Technical Report: coming soon
* Documentation Reference
* Introducing Diffusion Templates: [English Version](https://diffsynth-studio-doc.readthedocs.io/en/latest/Diffusion_Templates/Introducing_Diffusion_Templates.html), [中文版](https://diffsynth-studio-doc.readthedocs.io/zh-cn/latest/Diffusion_Templates/Introducing_Diffusion_Templates.html)
* Diffusion Templates Architecture Details: [English Version](https://diffsynth-studio-doc.readthedocs.io/en/latest/Diffusion_Templates/Understanding_Diffusion_Templates.html), [中文版](https://diffsynth-studio-doc.readthedocs.io/zh-cn/latest/Diffusion_Templates/Understanding_Diffusion_Templates.html)
* Template Model Inference: [English Version](https://diffsynth-studio-doc.readthedocs.io/en/latest/Diffusion_Templates/Template_Model_Inference.html), [中文版](https://diffsynth-studio-doc.readthedocs.io/zh-cn/latest/Diffusion_Templates/Template_Model_Inference.html)
* Template Model Training: [English Version](https://diffsynth-studio-doc.readthedocs.io/en/latest/Diffusion_Templates/Template_Model_Training.html), [中文版](https://diffsynth-studio-doc.readthedocs.io/zh-cn/latest/Diffusion_Templates/Template_Model_Training.html)
* Online Demo: [ModelScope Creative Space](https://modelscope.cn/studios/DiffSynth-Studio/Diffusion-Templates)
* Models: [Collection](https://modelscope.cn/collections/DiffSynth-Studio/KleinBase4B-Templates)
* Structure Control: [DiffSynth-Studio/Template-KleinBase4B-ControlNet](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ControlNet)
* Brightness Adjustment: [DiffSynth-Studio/Template-KleinBase4B-Brightness](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Brightness)
* Color Adjustment: [DiffSynth-Studio/Template-KleinBase4B-SoftRGB](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-SoftRGB)
* Image Editing: [DiffSynth-Studio/Template-KleinBase4B-Edit](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Edit)
* Super Resolution: [DiffSynth-Studio/Template-KleinBase4B-Upscaler](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Upscaler)
* Sharpness Enhancement: [DiffSynth-Studio/Template-KleinBase4B-Sharpness](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Sharpness)
* Aesthetic Alignment: [DiffSynth-Studio/Template-KleinBase4B-Aesthetic](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Aesthetic)
* Inpainting: [DiffSynth-Studio/Template-KleinBase4B-Inpaint](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Inpaint)
* Content Reference: [DiffSynth-Studio/Template-KleinBase4B-ContentRef](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ContentRef)
* Panda Meme (Easter Egg Model): [DiffSynth-Studio/Template-KleinBase4B-PandaMeme](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-PandaMeme)
* Datasets: [Collection](https://modelscope.cn/collections/DiffSynth-Studio/ImagePulseV2--shujuji)
* [DiffSynth-Studio/ImagePulseV2-Edit-Inpaint](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Inpaint)
* [DiffSynth-Studio/ImagePulseV2-TextImage](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage)
* [DiffSynth-Studio/ImagePulseV2-Edit-Background](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Background)
* [DiffSynth-Studio/ImagePulseV2-Edit-Clothes](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Clothes)
* [DiffSynth-Studio/ImagePulseV2-Edit-Pose](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Pose)
* [DiffSynth-Studio/ImagePulseV2-Edit-Change](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Change)
* [DiffSynth-Studio/ImagePulseV2-Edit-AddRemove](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-AddRemove)
* [DiffSynth-Studio/ImagePulseV2-Edit-Upscale](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Upscale)
* [DiffSynth-Studio/ImagePulseV2-TextImage-Human](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-Human)
* [DiffSynth-Studio/ImagePulseV2-Edit-Crop](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Crop)
* [DiffSynth-Studio/ImagePulseV2-Edit-Light](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Light)
* [DiffSynth-Studio/ImagePulseV2-Edit-Structure](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Structure)
* [DiffSynth-Studio/ImagePulseV2-Edit-HumanFace](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-HumanFace)
* [DiffSynth-Studio/ImagePulseV2-Edit-Angle](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Angle)
* [DiffSynth-Studio/ImagePulseV2-Edit-Style](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Style)
* [DiffSynth-Studio/ImagePulseV2-TextImage-MultiResolution](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-MultiResolution)
* [DiffSynth-Studio/ImagePulseV2-Edit-Merge](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Merge)
## Model Gallery
* Super Resolution + Sharpness Enhancement: Generate ultra-high-clarity images
|Low Resolution Input|High Resolution Output|
|-|-|
|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_lowres_100.jpg)|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_Upscaler_Sharpness.png)|
* Structure Control + Aesthetic Alignment + Sharpness Enhancement: Fully-armed ControlNet
|Structure Control Image|Output Image|
|-|-|
|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_depth.jpg)|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_Controlnet_Aesthetic_Sharpness.png)|
* Structure Control + Image Editing + Color Adjustment: Artistic style creation at will
|Structure Control Image|Editing Input Image|Output Image|
|-|-|-|
|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_depth.jpg)|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_reference.jpg)|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_Controlnet_Edit_SoftRGB.png)|
* Brightness Control + Image Editing + Inpainting: Transport elements across dimensions
|Reference Image|Inpaint Region|Output Image|
|-|-|-|
|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_reference.jpg)|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_mask_1.jpg)|![](https://modelscope.cn/datasets/DiffSynth-Studio/examples_in_diffsynth/resolve/master/templates/image_Brightness_Edit_Inpaint.png)|