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@@ -372,4 +372,17 @@ moe_model = AutoModelForCausalLM.from_pretrained(
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  ).to(device)
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  count_parameters(moe_model)
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```
 
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  ).to(device)
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  count_parameters(moe_model)
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+ ```
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+
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+ ## Citation
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+
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+ Please cite as:
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+
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+ ```bibtex
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+ @article{Buehler_Cephalo_2024,
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+ title={Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design},
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+ author={Markus J. Buehler},
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+ journal={arXiv preprint arXiv:2405.19076},
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+ year={2024}
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+ }
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  ```