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@@ -309,16 +309,17 @@ When using the Lucie-7B model, please cite the following paper:
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  ✍ Olivier Gouvert, Julie Hunter, Jérôme Louradour,
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  Christophe Cérisara, Evan Dufraisse, Yaya Sy,
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  Laura Rivière, Jean-Pierre Lorré (2025).
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- The Lucie-7B LLM and the Lucie Training Dataset:
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- open resources for multilingual language generation
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  ```bibtex
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  @misc{openllm2025lucie,
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- title={The Lucie-7B LLM and the Lucie Training Dataset:
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- open resources for multilingual language generation},
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- author={Olivier Gouvert and Julie Hunter and Jérôme Louradour and Christophe Cérisara and Evan Dufraisse and Yaya Sy and Laura Rivière and Jean-Pierre Lorré},
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  year={2025},
 
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  archivePrefix={arXiv},
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- primaryClass={cs.CL}
 
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  }
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  ```
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  ✍ Olivier Gouvert, Julie Hunter, Jérôme Louradour,
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  Christophe Cérisara, Evan Dufraisse, Yaya Sy,
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  Laura Rivière, Jean-Pierre Lorré (2025).
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+ [The Lucie-7B LLM and the Lucie Training Dataset:
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+ Open resources for multilingual language generation](https://arxiv.org/abs/2503.12294). arxiv:2503.12294.
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  ```bibtex
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  @misc{openllm2025lucie,
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+ title={The Lucie-7B LLM and the Lucie Training Dataset: Open resources for multilingual language generation},
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+ author={Olivier Gouvert and Julie Hunter and Jérôme Louradour and Christophe Cerisara and Evan Dufraisse and Yaya Sy and Laura Rivière and Jean-Pierre Lorré and OpenLLM-France community},
 
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  year={2025},
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+ eprint={2503.12294},
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  archivePrefix={arXiv},
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+ primaryClass={cs.CL},
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+ url={https://arxiv.org/abs/2503.12294},
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  }
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  ```
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