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defog/sqlcoder-7b · Hugging Face

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SQLCoder-7B is a 7B parameter model that outperforms gpt-3.5-turbo for natural language to SQL generation tasks on our sql-eval framework, and significantly outperforms all popular open-source models. When fine-tuned on a given schema, it also outperforms gpt-4

IMPORTANT This model is now outdated. Please use defog/sqlcoder-7b-2 for much better performance! Defog's SQLCoder is a state-of-the-art LLM for converting natural language questions to SQL queries. Interactive Demo | 🤗 HF Repo | ♾️ Colab | 🐦 Twitter TL;DR SQLCoder-7B is a 7B parameter model that outperforms gpt-3.5-turbo for natural language to SQL generation tasks on our sql-eval framework, and significantly outperforms all popular open-source models. When fine-tuned on a given schema, it also outperforms gpt-4 SQLCoder-7B is fine-tuned on a base Mistral-7B model. Results on novel…

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