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.gitignore

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+archieve/
+checkpoints/*.pth

README.md

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 🚀 **News:**
-- **[Coming Soon]** We will soon open-source the official implementation and pre-trained foundation models! Please stay tuned!
+- **[2026-07-02]** Pre-trained checkpoints are now available! You can download them from [Hugging Face Checkpoints](https://huggingface.co/IronKitty/HyperVision/tree/main/checkpoints).
 
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 The core architecture and model initialization utilities are located under the [HyperVision](./HyperVision) directory. 
 
-To initialize the model, you can use the model builder functions from [HyperVision/build_HyperVision.py](./HyperVision/build_HyperVision.py). We support different model configurations:
+To initialize the model, you can use the model builder functions from [HyperVision/build_HyperVision.py](./HyperVision/build_HyperVision.py). The pre-trained checkpoints can be downloaded from [Hugging Face Checkpoints](https://huggingface.co/IronKitty/HyperVision/tree/main/checkpoints).
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+We support different model configurations:
 - **HyperVision-B**: `build_HyperVision_b`
 - **HyperVision-L**: `build_HyperVision_l`
 - **HyperVision-H** (Default): `build_HyperVision_h`