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@@ -26,10 +26,10 @@ python -u llava/eval/run_llava.py --model-path "aimagelab/LLaVA_MORE-llama_3_1-8
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  If you make use of our work, please cite our repo:
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  ```bibtex
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- @misc{cocchi2024llavamore,
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- title={{LLaVA-MORE: Enhancing Visual Instruction Tuning with LLaMA 3.1}},
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- author={Cocchi, Federico and Moratelli, Nicholas and Caffagni, Davide and Sarto, Sara and Cornia, Marcella and Baraldi, Lorenzo and Cucchiara, Rita},
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- url={https://github.com/aimagelab/LLaVA-MORE},
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- year={2024}
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  }
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  ```
 
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  If you make use of our work, please cite our repo:
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  ```bibtex
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+ @article{cocchi2025llava,
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+ title={{LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning}},
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+ author={Cocchi, Federico and Moratelli, Nicholas and Caffagni, Davide and Sarto, Sara and Baraldi, Lorenzo and Cornia, Marcella and Cucchiara, Rita},
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+ journal={arXiv preprint arXiv:2503.15621},
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+ year={2025}
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  }
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  ```