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README.md

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 # SD3.5-Large-IP-Adapter
-This repository contains the checkpoints for the diffusers implementation of [InstantX/SD3.5-Large-IP-Adapter](https://huggingface.co/InstantX/SD3.5-Large-IP-Adapter), an IP-Adapter for SD3.5-Large model released by researchers from [InstantX Team](https://huggingface.co/InstantX), where image work just like text, so it may not be responsive or interfere with other text, but we do hope you enjoy this model, have fun and share your creative works with us [on Twitter](https://x.com/instantx_ai).
+This repository contains the checkpoints for with updated key names for the diffusers implementation of [InstantX/SD3.5-Large-IP-Adapter](https://huggingface.co/InstantX/SD3.5-Large-IP-Adapter).
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+As there is now runtime convertion implemented, you can just use [InstantX/SD3.5-Large-IP-Adapter](https://huggingface.co/InstantX/SD3.5-Large-IP-Adapter).
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+It's an IP-Adapter for SD3.5-Large model released by researchers from [InstantX Team](https://huggingface.co/InstantX), where image work just like text, so it may not be responsive or interfere with other text, but we do hope you enjoy this model, have fun and share your creative works with us [on Twitter](https://x.com/instantx_ai).
 
 # Model Card
 This is a regular IP-Adapter, where the new layers are added into all 38 blocks. We use [google/siglip-so400m-patch14-384](https://huggingface.co/google/siglip-so400m-patch14-384) to encode image for its superior performance, and adopt a TimeResampler to project. The image token number is set to 64.