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README.md

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-[[🤗 Model Card (<strong><span style="color:hotpink">Diffusers</span></strong>)](https://huggingface.co/VisualCloze/VisualClozePipeline-384)] &emsp; [[🤗 Model Card (<strong><span style="color:hotpink">LoRA</span></strong>)](https://huggingface.co/VisualCloze/VisualCloze/)]
+[[🤗 Full Model Card (<strong><span style="color:hotpink">Diffusers</span></strong>)](https://huggingface.co/VisualCloze/VisualClozePipeline-384)] &emsp; [[🤗 LoRA Model Card (<strong><span style="color:hotpink">Diffusers</span></strong>)](https://huggingface.co/VisualCloze/VisualClozePipeline-LoRA-384)]
 
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 If you find VisualCloze is helpful, please consider to star ⭐ the [<strong><span style="color:hotpink">Github Repo</span></strong>](https://github.com/lzyhha/VisualCloze). Thanks!
 
 ## 📰 News
-- [2025-5-15] 🤗🤗🤗 VisualCloze has been merged into the [<strong><span style="color:hotpink">official pipelines of diffusers</span></strong>](https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines/visualcloze). For usage guidance, please refer to the [Model Card](https://huggingface.co/VisualCloze/VisualClozePipeline-384).
+- [2025-5-15] 🤗🤗🤗 VisualCloze has been merged into the [<strong><span style="color:hotpink">official pipelines of diffusers</span></strong>](https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines/visualcloze). For usage guidance, please refer to the [Full Model Card 384](https://huggingface.co/VisualCloze/VisualClozePipeline-384) and [Full Model Card 512](https://huggingface.co/VisualCloze/VisualClozePipeline-512).
+- [2025-5-18] 🥳🥳🥳 We have released the LoRA weights supporting diffusers at [LoRA Model Card 384](https://huggingface.co/VisualCloze/VisualClozePipeline-LoRA-384) and [LoRA Model Card 512](https://huggingface.co/VisualCloze/VisualClozePipeline-LoRA-512).
 
 ## 🌠 Key Features