Updated Readme with SDXL images
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ai-modelscope
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README.md
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README.md
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#以下为文本生成的 "tasks"示例，您可以从此网页中了解更多相关信息：https://modelscope.cn/docs/%E4%BB%BB%E5%8A%A1%E7%9A%84%E4%BB%8B%E7%BB%8D
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#tasks:
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#- text-generation
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license: Apache License 2.0
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license: apache-2.0
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pipeline_tag: text-to-image
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tags:
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- stable diffusion
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- ip adapter
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---
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### 当前模型的贡献者未提供更加详细的模型介绍。模型文件和权重，可浏览“模型文件”页面获取。
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#### 您可以通过如下git clone命令，或者ModelScope SDK来下载模型
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SDK下载
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```bash
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#安装ModelScope
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pip install modelscope
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```
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```python
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#SDK模型下载
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from modelscope import snapshot_download
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model_dir = snapshot_download('AI-ModelScope/ip-composition-adapter')
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```
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Git下载
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```
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#Git模型下载
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git clone https://www.modelscope.cn/AI-ModelScope/ip-composition-adapter.git
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```
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# IP Composition Adapter
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<p style="color: lightgrey;">如果您是本模型的贡献者，我们邀请您根据<a href="https://modelscope.cn/docs/ModelScope%E6%A8%A1%E5%9E%8B%E6%8E%A5%E5%85%A5%E6%B5%81%E7%A8%8B%E6%A6%82%E8%A7%88" style="color: lightgrey; text-decoration: underline;">模型贡献文档</a>，及时完善模型卡片内容。</p>
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This adapter for Stable Diffusion 1.5 and SDXL is designed to inject the general composition of an image into the model while mostly ignoring the style and content. Meaning a portrait of a person waving their left hand will result in an image of a completely different person waving with their left hand.
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### Follow Me
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I do a lot of experiments and other things. To keep up to date, follow me on [Twitter](https://twitter.com/ostrisai).
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### Thanks
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I want to give a special thanks to [POM](https://huggingface.co/peteromallet) with [BANODOCO](https://huggingface.co/BANODOCO). This was their idea, I just trained it. Full credit goes to them.
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## Usage
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Use just like other IP+ adapters from [h94/IP-Adapter](https://huggingface.co/h94/IP-Adapter). For both SD1.5 and SDXL variants, use the CLIP vision encoder ([CLIP-H](https://huggingface.co/h94/IP-Adapter/tree/main/models/image_encoder))
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You may need to lower the CFG to around 3 for best results, especially on the SDXL variant.
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### How is it different from control nets?
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Control nets are more rigid. A control net will spatially align an image to nearly perfectly match the control image. The composition adapter allows the control to be more flexible.
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## SDXL Examples
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%202024-03-19%20195340.png" alt="1" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%202024-03-19%20194130.png" alt="1" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%202024-03-19%20193948.png" alt="1" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%202024-03-19%20193802.png" alt="1" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%202024-03-19%20193632.png" alt="1" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%202024-03-19%20192659.png" alt="1" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%202024-03-19%20192445.png" alt="1" width="100%"/>
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## SD 1.5 Examples
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-06-32.jpg" alt="1" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-09-57.jpg" alt="2" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-11-27.jpg" alt="3" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-13-19.jpg" alt="4" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2013-56-51.jpg" alt="5" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-00-31.jpg" alt="6" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-04-41.jpg" alt="7" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-09-31.jpg" alt="8" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-11-10.jpg" alt="9" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-13-26.jpg" alt="10" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-19-20.jpg" alt="11" width="100%"/>
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<img src="https://huggingface.co/ostris/ip-composition-adapter/resolve/main/resources/Screenshot%20from%202024-03-16%2014-21-50.jpg?download=true" alt="12" width="100%"/>
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