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[IP-Adapter](https://ip-adapter.github.io) is a tooling that allows for image prompt capabilities with text-to-image diffusion models. IP-Adapter works by analyzing the given image prompt to extract features, then passing those features to the UNet along with any other conditioning provided.
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[IP-Adapter](https://ip-adapter.github.io) is a tooling that allows for image prompt capabilities with text-to-image diffusion models. IP-Adapter works by analyzing the given image prompt to extract features, then passing those features to the UNet along with any other conditioning provided.
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![IP-Adapter + T2I](https://github.com/tencent-ailab/IP-Adapter/raw/main/assets/demo/ip_adpter_plus_multi.jpg)
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![IP-Adapter + T2I](https://github.com/tencent-ailab/IP-Adapter/blob/main/assets/demo/image-to-image.jpg)
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#### Installation
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#### Installation
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There are several ways to instal IP-Adapter models with an existing InvokeAI installation:
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There are several ways to install IP-Adapter models with an existing InvokeAI installation:
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1. Through the command line interface launched from the invoke.sh / invoke.bat scripts, option [5] to download models
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1. Through the command line interface launched from the invoke.sh / invoke.bat scripts, option [5] to download models
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2. Install IP-Adapter models through the Model Manager UI with models from the *Tools* section of [www.models.invoke.ai](www.models.invoke.ai). To do this, copy the repo ID from the desired model page, and paste it in the Add Model field of the model manager.
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2. Through the Model Manager UI with models from the *Tools* section of [www.models.invoke.ai](www.models.invoke.ai). To do this, copy the repo ID from the desired model page, and paste it in the Add Model field of the model manager.
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3. Manually downloading the models files and placed in the `models/ip-adapter` folder of the Invoke root directory. *Note:* The image_encoder folder is necessary for IP-Adapter to function.
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3. Manually downloading the models files and placed in the `models/ip-adapter` folder of the Invoke root directory. **Note:** The image_encoder folder is necessary for IP-Adapter to function.
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#### Using IP-Adapter
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#### Using IP-Adapter
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IP-Adapter can be used by navigating to the *Control Adapters* options and enabling IP-Adapter.
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IP-Adapter can be used by navigating to the *Control Adapters* options and enabling IP-Adapter.
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IP-Adapter requires an image to be used as the Image Prompt. It can also be used in conjunction with text prompts, Image-to-Image, ControlNets and LoRAs.
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IP-Adapter requires an image to be used as the Image Prompt. It can also be used in conjunction with text prompts, Image-to-Image, Inpainting, Outpainting, ControlNets and LoRAs.
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Each IP-Adapter has two settings that are applied to the IP-Adapter:
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Each IP-Adapter has two settings that are applied to the IP-Adapter:
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