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README.md
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on [OMazzuzi90/Ita2Sql_data_train](https://huggingface.co/datasets/OMazzuzi90/Ita2Sql_data_train). dataset.
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## Model description
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More information needed
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on [OMazzuzi90/Ita2Sql_data_train](https://huggingface.co/datasets/OMazzuzi90/Ita2Sql_data_train). dataset.
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The following model is created with the aim of verifying if it is possible to translate the Italian language into SQL script.
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The model is trained on a self-created dataset that associates various Italian sentences with an SQL script, in which synonyms are used.
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For Example the script SELECT * FROM CLIENTI, in Italian it could be expressed by the following sentences:
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- "MOSTRAMI TUTTI I CLIENTI"
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- "VISUALIZZA TUTTI I CLIENTI"
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- "SELEZIONA TUTTI I CLIENTI"
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Clearly, with a much larger and more comprehensive dataset, for instance, one that includes all possible synonyms of an Italian verb, the model would be capable of being significantly more accurate. Currently, the dataset consists of about 21k rows.
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## Model description
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More information needed
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More information needed
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### Training hyperparameters
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The following hyperparameters were used during training:
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