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@@ -46,12 +46,14 @@ print(f"Predicted solubility: {solubility}")
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  If you use ChemSolubilityBERTa in your research or projects, please cite the following:
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  @misc{ChemSolubilityBERTa,
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  author = {Farooq Khan},
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  title = {ChemSolubilityBERTa: A Transformer-Based Model for Predicting Aqueous Solubility from SMILES},
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  year = {2024},
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  url = {https://huggingface.co/khanfs/ChemSolubilityBERTa}
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  }
 
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  ## License
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  This model is licensed under the [MIT License](https://opensource.org/licenses/MIT).
 
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  If you use ChemSolubilityBERTa in your research or projects, please cite the following:
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+ ```bibtex
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  @misc{ChemSolubilityBERTa,
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  author = {Farooq Khan},
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  title = {ChemSolubilityBERTa: A Transformer-Based Model for Predicting Aqueous Solubility from SMILES},
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  year = {2024},
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  url = {https://huggingface.co/khanfs/ChemSolubilityBERTa}
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  }
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+ ```
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  ## License
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  This model is licensed under the [MIT License](https://opensource.org/licenses/MIT).