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license: Apache License 2.0
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# ImagePulseV2 数据集-局部增删

ImagePulseV2 数据集是我们为训练 Diffusion Templates 系列模型而构造的数据集，数据集包含多个子集，根据 DiffusionDB 中随机采样的提示词，使用 Z-Image-Turbo、Qwen-Image、Qwen-Image-Edit 等模型生成得到。

* 开源代码：[DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio)
* 技术报告：[arXiv](https://arxiv.org/abs/2604.24351)
* 项目主页：[GitHub](https://modelscope.github.io/diffusion-templates-web/)
* 文档参考：[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)
* 在线体验：[魔搭社区创空间](https://modelscope.cn/studios/DiffSynth-Studio/Diffusion-Templates)
* 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)
* 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)

## 数据样例

|添加指令|删除指令|图1|图2|
|-|-|-|-|
|Add a wooden cart filled with rocks in the foreground, positioned to the left of the cave entrance.|Remove the wooden cart filled with rocks from the foreground of the image.|![](./assets/1770728955980721647.png)|![](./assets/1770728956261166340.png)|
|Add a glowing, translucent yellow firefly with detailed wings, positioned centrally among the tree roots, emitting a soft, warm light that illuminates its immediate surroundings.|Remove the glowing yellow insect from the center of the image.|![](./assets/1770734676077331121.png)|![](./assets/1770734676426573221.png)|
|Add a black witch hat with a wide brim and a pointed top to the girl's head, positioning it so that it sits centered above her forehead, partially obscuring her hair.|Remove the black witch hat from the girl's head.|![](./assets/1770743882182965718.png)|![](./assets/1770743881852859618.png)|