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@@ -275,11 +275,10 @@ Before using the MegaBeam-Mistral-7B-512k model, it is important to perform your
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  If you find our work helpful, feel free to give us a cite.
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  ```
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- @misc{megabeam-mistral-7B-512k-2024,
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- author = { {Chen Wu and Yin Song and Eden Duthie} },
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- title = { {aws-prototyping/MegaBeam-Mistral-7B-512k} },
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- year = 2024,
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- url = { https://huggingface.co/aws-prototyping/MegaBeam-Mistral-7B-512k },
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- publisher = { Hugging Face }
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  }
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  ```
 
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  If you find our work helpful, feel free to give us a cite.
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  ```
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+ @article{wu2025scaling,
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+ title={Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing},
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+ author={Wu, Chen and Song, Yin},
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+ journal={arXiv preprint arXiv:2505.08651},
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+ year={2025}
 
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  }
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  ```