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README.md
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pipeline_tag: text-generation
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tags:
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- code
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---
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# Defog SQLCoder
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Defog's SQLCoder is a state-of-the-art LLM for converting natural language questions to SQL queries.
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## TL;DR
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SQLCoder is a 15B parameter model that slightly outperforms `gpt-3.5-turbo` for natural language to SQL generation tasks on our [sql-eval](https://github.com/defog-ai/sql-eval) framework, and significantly outperforms all popular open-source models. It also significantly outperforms `text-davinci-003`, a model that's more than 10 times its size.
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pipeline_tag: text-generation
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tags:
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- code
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inference: false
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---
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# Defog SQLCoder
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Defog's SQLCoder is a state-of-the-art LLM for converting natural language questions to SQL queries.
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[Interactive Demo](https://defog.ai/sqlcoder-demo) | [♾️ Colab](https://drive.google.com/file/d/13BIKsqHnPOBcQ-ba2p77L5saiepTIwu0/view?usp=sharing) | [🐦 Twitter](https://twitter.com/defogdata)
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## TL;DR
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SQLCoder is a 15B parameter model that slightly outperforms `gpt-3.5-turbo` for natural language to SQL generation tasks on our [sql-eval](https://github.com/defog-ai/sql-eval) framework, and significantly outperforms all popular open-source models. It also significantly outperforms `text-davinci-003`, a model that's more than 10 times its size.
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