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Distilled 0.6B text-to-SQL model

Query your data in plain English with a fine-tuned Text2SQL model. We used our platform to fine-tune a tiny text-to-SQL model using distillation from DeepSeek V3.

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  1. Natural-SQL-7B

    github.com

    a strong text-to-SQL model

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  2. A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

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  3. (2) Train Your AI: Fine-tune an LLM (including GPT-4) specifically for your data, increasing accuracy and lowering latency (3) Trust the Answer: See confidence scores with each AI-generated query, stay in control.

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  4. An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.

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  5. TextQL open-sources Ana Small, a barebones text-to-SQL tool that outperforms every major competitor on complex benchmarks -- and it is free to use.

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