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README.md

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 This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
-- Code: [More Information Needed]
-- Paper: [More Information Needed]
-- Docs: [More Information Needed]
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+[![GitHub Repo](https://img.shields.io/badge/github-repo-blue?logo=github)](https://github.com/astronolan/aion-search) [![arXiv](https://img.shields.io/badge/arXiv-2512.11982-b31b1b.svg)](https://arxiv.org/abs/2512.11982)
+- Code: [Github](https://github.com/astronolan/aion-search)
+- Paper: [ArXiv](https://arxiv.org/abs/2512.11982)