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Qianyi Zhao
2024-11-05 05:25:30 -06:00
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目前的开源 Diffusion 模型结构五花八门，以文生图模型为例，有 Stable Diffusion、Kolors、FLUX 等。
| FLUX | Stable Diffusion 3 | Kolors | Hunyuan-DiT | Stable Diffusion | Stable Diffusion XL |
| FLUX | Stable Diffusion 3 | Kolors | Hunyuan-DiT | Stable Diffusion | Stable Diffusion XL |
|-|-|-|-|-|-|
| <img src="https://github.com/user-attachments/assets/984561e9-553d-4952-9443-79ce144f379f" width="80"/> | <img src="https://github.com/modelscope/DiffSynth-Studio/assets/35051019/4df346db-6f91-420a-b4c1-26e205376098" width="80"/> | <img src="https://github.com/modelscope/DiffSynth-Studio/assets/35051019/53ef6f41-da11-4701-8665-9f64392607bf" width="80"/> | <img src="https://github.com/modelscope/DiffSynth-Studio/assets/35051019/60b022c8-df3f-4541-95ab-bf39f2fa8bb5" width="80"/> | <img src="https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/6fc84611-8da6-4a1f-8fee-9a34eba3b4a5" width="80"/> | <img src="https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/67687748-e738-438c-aee5-96096f09ac90" width="80"/> |
<table>
<tr>
<th>FLUX</th>
<th>Stable Diffusion 3</th>
<th>Kolors</th>
<th>Hunyuan-DiT</th>
<th>Stable Diffusion</th>
<th>Stable Diffusion XL</th>
</tr>
<tr>
<td><img src="https://github.com/user-attachments/assets/984561e9-553d-4952-9443-79ce144f379f" width="100"/></td>
<td><img src="https://github.com/modelscope/DiffSynth-Studio/assets/35051019/4df346db-6f91-420a-b4c1-26e205376098" width="100"/></td>
<td><img src="https://github.com/modelscope/DiffSynth-Studio/assets/35051019/53ef6f41-da11-4701-8665-9f64392607bf" width="100"/></td>
<td><img src="https://github.com/modelscope/DiffSynth-Studio/assets/35051019/60b022c8-df3f-4541-95ab-bf39f2fa8bb5" width="100"/></td>
<td><img src="https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/6fc84611-8da6-4a1f-8fee-9a34eba3b4a5" width="100"/></td>
<td><img src="https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/67687748-e738-438c-aee5-96096f09ac90" width="100"/></td>
</tr>
</table>
我们设计了统一的框架，实现了通用的增强模块，例如提示词分区控制技术。