---
title: ImagePulseV2-TextImage
canonical_url: "https://www.modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage"
md_url: "https://www.modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage.md"
repository: DiffSynth-Studio/ImagePulseV2-TextImage
chinese_name: "ImagePulseV2 数据集-文生图"
last_updated: 2026-04-28
license: "Apache License 2.0"
storage_size: "230 GB"
downloads: 4945
stars: 2
---

# ImagePulseV2-TextImage

> ImagePulseV2-TextImage - DiffSynth-Studio 在 ModelScope 开源的数据集。ImagePulseV2 数据集-文生图

DiffSynth-Studio/ImagePulseV2-TextImage 是 ModelScope 魔搭社区上的数据集，存储大小 230 GB，采用 Apache License 2.0 许可。

- **Repository**: DiffSynth-Studio/ImagePulseV2-TextImage
- **License**: Apache License 2.0
- **Storage size**: 230 GB
- **Downloads**: 4945
- **Stars**: 2
- **Last updated**: 2026-04-28

Source: https://www.modelscope.cn/datasets/DiffSynth-Studio/ImagePulseV2-TextImage

---

# ImagePulseV2 数据集-文生图

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

|描述|图像|
|-|-|
|A small, round robot with a soft, fluffy white body covered in pastel-blue faux fur sits on a light wooden floor. Its wide, round eyes are large and expressive, with glossy black pupils and gentle, inviting smiles. The robot's arms dangle loosely at its sides, fingers slightly curled as if beckoning. A subtle gradient of light blue and pink runs across its cheeks, emphasizing a playful, cheerful expression. The fur texture is smooth yet tactile, with faint metallic highlights along the edges of its joints, blending mechanical and organic elements. The background is a blurred, warm-toned gradient, focusing attention on the robot's inviting posture and gentle demeanor.|![](./assets/1771393891490324338.png)|
|A towering lion, its muscular frame poised in dynamic motion, dominates the foreground. Its golden-brown fur shimmers under dramatic, golden-hour lighting, with each strand textured in intricate detail. The creature's powerful stance, front paws planted firmly, conveys raw strength, while its piercing amber eyes lock with the viewer. Perched atop the lion's back is a hooded figure, his long white beard cascading over the tunic's hem. The tunic, a rich brown hue with subtle earthy patterns, is rendered in exquisite 8K detail, the fabric catching light as the figure grips the lion's mane with steady hands. The scene stretches into a wide-angle horizon of misty mountains and stormy skies, enhancing the epic scale. Cinematic depth and superb resolution amplify the majestic, otherworldly atmosphere.|![](./assets/1771394054884762976.png)|
|A diminutive, glowing planet floats serenely in an expansive, hyperrealistic sky, rendered with exquisite detail. The planet's surface features intricate, smooth linework, showcasing textures like rugged terrain, flowing water, and luminous clouds. The background is a vast, matte-painted expanse of starry darkness with faint nebulae and distant galaxies, illuminated by radiant, soft light that cascades across the scene. The atmosphere is sharp and crisp, with global illumination casting subtle shadows and highlighting the planet's intricate features, creating a sense of depth and realism. The composition emphasizes the planet's scale against the infinite sky, with every line and surface rendered in ultra-high detail, evoking a surreal yet lifelike cosmic landscape.|![](./assets/1771394122749379710.png)|