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@@ -23,17 +23,13 @@ SMILES2IUPAC-canonical-small was designed to accurately translate SMILES chemica
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  ### Model Description
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- SMILES2IUPAC-small is based on the MT5 model with optimizations in implementing different tokenizers for the encoder and decoder.
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  - **Developed by:** Knowladgator Engineering
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  - **Model type:** Encoder-Decoder with attention mechanism
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  - **Language(s) (NLP):** SMILES, IUPAC (English)
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  - **License:** Apache License 2.0
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- ### Model Sources [optional]
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-
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- <!-- Provide the basic links for the model. -->
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- - **Repository:** coming soon
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  - **Paper:** coming soon
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  - **Demo:** [ChemicalConverters](https://huggingface.co/spaces/knowledgator/ChemicalConverters)
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  ### Model Description
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+ SMILES2IUPAC-canonical-small is based on the MT5 model with optimizations in implementing different tokenizers for the encoder and decoder.
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  - **Developed by:** Knowladgator Engineering
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  - **Model type:** Encoder-Decoder with attention mechanism
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  - **Language(s) (NLP):** SMILES, IUPAC (English)
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  - **License:** Apache License 2.0
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+ ### Model Sources
 
 
 
 
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  - **Paper:** coming soon
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  - **Demo:** [ChemicalConverters](https://huggingface.co/spaces/knowledgator/ChemicalConverters)
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