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Add link to paper

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This PR ensures your model shows up at https://huggingface.co/papers/2506.10892.

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  1. README.md +1 -1
README.md CHANGED
@@ -26,7 +26,7 @@ For more information and implementation details, visit our github repository: [D
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  The model, which has a context length of `1024` and is similar in size to GPT2-medium with approximately `130 million` non-embedding parameters,
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  was trained for 1M steps on the OpenWebText corpus.
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- For more details, please see our paper: [The Diffusion Duality](https://openreview.net/forum?id=CB0Ub2yXjC).
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  The model, which has a context length of `1024` and is similar in size to GPT2-medium with approximately `130 million` non-embedding parameters,
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  was trained for 1M steps on the OpenWebText corpus.
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+ For more details, please see our paper: [The Diffusion Duality](https://huggingface.co/papers/2506.10892), also available on [OpenReview](https://openreview.net/forum?id=CB0Ub2yXjC).
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