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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # sodabot-sql-sm
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- This model is a fine-tuned version of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) on an unknown dataset.
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  ## Model description
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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+ # sql-sodabot-v1.0
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+ This encoder-decoder model is a descendent of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small), fine-tuned on a modified version of [b-mc2/sql-create-context](https://huggingface.co/datasets/b-mc2/sql-create-context) data. The original [CodeT5](https://github.com/salesforce/CodeT5) was published by Salesfoce Research as an "AI-powered coding assistant to boost the productivity of software developers". The goal of this project is to apply transfer learning in order to appropriate this model for text-to-SQL applications, specifically in the context of generating Socrata SQL ([SoQL](https://dev.socrata.com/docs/queries/)) queries that can be executed on the Socrata Open Data API (e.g., to analyze [NYC Open Data](https://opendata.cityofnewyork.us)).
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  ## Model description
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