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| license: Apache License 2.0 |
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| # ImagePulseV2 数据集-局部增删 |
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| 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。 |
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| * 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) |
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| ## 数据样例 |
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| |添加指令|删除指令|图1|图2| |
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| |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.||| |
| |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.||| |
| |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.||| |
