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update docs
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@@ -9,38 +9,44 @@ Diffusion Templates 是 DiffSynth-Studio 中的 Diffusion 模型可控生成插
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* Diffusion Templates 架构详解:[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)
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* Template 模型推理:[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)
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* Template 模型训练:[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)
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* FLUX.2 系列模型的 Templates 训练样例代码请参考 [FLUX.2](../Model_Details/FLUX2.md#模型总览)
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* 在线体验:[魔搭社区创空间](https://modelscope.cn/studios/DiffSynth-Studio/Diffusion-Templates)
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* 模型:[合集](https://modelscope.cn/collections/DiffSynth-Studio/KleinBase4B-Templates)
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* 结构控制:[DiffSynth-Studio/Template-KleinBase4B-ControlNet](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ControlNet)
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* 亮度调节:[DiffSynth-Studio/Template-KleinBase4B-Brightness](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Brightness)
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* 色彩调节:[DiffSynth-Studio/Template-KleinBase4B-SoftRGB](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-SoftRGB)
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* 图像编辑:[DiffSynth-Studio/Template-KleinBase4B-Edit](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Edit)
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* 超分辨率:[DiffSynth-Studio/Template-KleinBase4B-Upscaler](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Upscaler)
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* 锐利激发:[DiffSynth-Studio/Template-KleinBase4B-Sharpness](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Sharpness)
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* 美学对齐:[DiffSynth-Studio/Template-KleinBase4B-Aesthetic](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Aesthetic)
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* 局部重绘:[DiffSynth-Studio/Template-KleinBase4B-Inpaint](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Inpaint)
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* 内容参考:[DiffSynth-Studio/Template-KleinBase4B-ContentRef](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ContentRef)
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* 年龄控制:[DiffSynth-Studio/Template-KleinBase4B-Age](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ContentRef)
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* 魔性熊猫(彩蛋模型):[DiffSynth-Studio/Template-KleinBase4B-PandaMeme](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-PandaMeme)
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* 数据集:[合集](https://modelscope.cn/collections/DiffSynth-Studio/ImagePulseV2)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Inpaint](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Inpaint)
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* [DiffSynth-Studio/ImagePulseV2-TextImage](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Background](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Background)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Clothes](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Clothes)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Pose](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Pose)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Change](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Change)
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* [DiffSynth-Studio/ImagePulseV2-Edit-AddRemove](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-AddRemove)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Upscale](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Upscale)
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* [DiffSynth-Studio/ImagePulseV2-TextImage-Human](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-Human)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Crop](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Crop)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Light](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Light)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Structure](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Structure)
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* [DiffSynth-Studio/ImagePulseV2-Edit-HumanFace](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-HumanFace)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Angle](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Angle)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Style](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Style)
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* [DiffSynth-Studio/ImagePulseV2-TextImage-MultiResolution](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-MultiResolution)
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* [DiffSynth-Studio/ImagePulseV2-Edit-Merge](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Merge)
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* 模型集:[ModelScope](https://modelscope.cn/collections/DiffSynth-Studio/KleinBase4B-Templates)、[ModelScope 国际站](https://modelscope.ai/collections/DiffSynth-Studio/KleinBase4B-Templates)、[HuggingFace](https://huggingface.co/collections/DiffSynth-Studio/kleinbase4b-templates)
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|模型名称|ModelScope|ModelScope 国际站|HuggingFace|推理代码|低显存推理代码|训练代码|训练效果验证代码|
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|结构控制|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ControlNet)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-ControlNet)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-ControlNet)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-ControlNet.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-ControlNet.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-ControlNet.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-ControlNet.py)|
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|亮度调节|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Brightness)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-Brightness)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-Brightness)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Brightness.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Brightness.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Brightness.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Brightness.py)|
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|色彩调节|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-SoftRGB)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-SoftRGB)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-SoftRGB)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-SoftRGB.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-SoftRGB.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-SoftRGB.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-SoftRGB.py)|
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|图像编辑|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Edit)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-Edit)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-Edit)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Edit.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Edit.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Edit.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Edit.py)|
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|超分辨率|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Upscaler)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-Upscaler)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-Upscaler)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Upscaler.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Upscaler.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Upscaler.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Upscaler.py)|
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|锐利激发|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Sharpness)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-Sharpness)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-Sharpness)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Sharpness.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Sharpness.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Sharpness.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Sharpness.py)|
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|美学对齐|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Aesthetic)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-Aesthetic)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-Aesthetic)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Aesthetic.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Aesthetic.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Aesthetic.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Aesthetic.py)|
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|局部重绘|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Inpaint)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-Inpaint)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-Inpaint)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Inpaint.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Inpaint.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Inpaint.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Inpaint.py)|
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|内容参考|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ContentRef)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-ContentRef)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-ContentRef)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-ContentRef.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-ContentRef.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-ContentRef.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-ContentRef.py)|
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|年龄控制|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Age)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-Age)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-Age)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Age.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Age.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Age.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Age.py)|
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|魔性熊猫(彩蛋模型)|[link](https://modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-PandaMeme)|[link](https://modelscope.ai/models/DiffSynth-Studio/Template-KleinBase4B-PandaMeme)|[link](https://huggingface.co/DiffSynth-Studio/Template-KleinBase4B-PandaMeme)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-PandaMeme.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-PandaMeme.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-PandaMeme.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-PandaMeme.py)|
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* 数据集:[ModelScope](https://modelscope.cn/collections/DiffSynth-Studio/ImagePulseV2)、[ModelScope 国际站](https://modelscope.cn/collections/DiffSynth-Studio/ImagePulseV2)、[HuggingFace](https://huggingface.co/collections/DiffSynth-Studio/imagepulsev2)
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|数据集名称|ModelScope|ModelScope 国际站|HuggingFace|
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|文生图|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-TextImage)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-TextImage)|
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|局部重绘|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Inpaint)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Inpaint)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Inpaint)|
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|背景替换|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Background)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Background)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Background)|
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|服装替换|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Clothes)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Clothes)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Clothes)|
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|姿态调整|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Pose)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Pose)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Pose)|
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|前景修改|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Change)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Change)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Change)|
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|局部增删|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-AddRemove)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-AddRemove)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-AddRemove)|
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|超分辨率|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Upscale)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Upscale)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Upscale)|
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|人物特写|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-Human)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-Human)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-Human)|
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|随机缩放|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Crop)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Crop)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Crop)|
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|光照调整|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Light)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Light)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Light)|
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|画面结构|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Structure)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Structure)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Structure)|
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|表情编辑|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-HumanFace)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-HumanFace)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-HumanFace)|
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|视角调整|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Angle)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Angle)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Angle)|
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|风格迁移|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Style)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Style)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Style)|
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|多分辨率|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-MultiResolution)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-MultiResolution)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-TextImage-MultiResolution)|
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|多图合并|[link](https://modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Merge)|[link](https://modelscope.ai/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Merge)|[link](https://huggingface.co/datasets/DiffSynth-Studio/ImagePulseV2-Edit-Merge)|
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## 模型效果一览
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@@ -67,4 +73,3 @@ Diffusion Templates 是 DiffSynth-Studio 中的 Diffusion 模型可控生成插
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|参考图|重绘区域|输出图|
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