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@@ -167,7 +167,6 @@ The graphs indicate effective model training with good optimization dynamics and
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  * This research was supported by **NSF award 2311142**.
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  * This work utilized the **Delta** system at the **NCSA (University of Illinois)** through ACCESS allocation **CIS220162**.
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- * This publication was made possible in part by a grant from the **Carnegie Corporation of New York**.
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  * Thanks to the **Unsloth** team for their optimization framework and base model.
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  * Thanks to **Hugging Face** for the model hosting and `transformers` infrastructure.
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  * Thanks to the **Global Terrorism Database** team at the University of Maryland.
 
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  * This research was supported by **NSF award 2311142**.
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  * This work utilized the **Delta** system at the **NCSA (University of Illinois)** through ACCESS allocation **CIS220162**.
 
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  * Thanks to the **Unsloth** team for their optimization framework and base model.
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  * Thanks to **Hugging Face** for the model hosting and `transformers` infrastructure.
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  * Thanks to the **Global Terrorism Database** team at the University of Maryland.