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README.md
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---
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language:
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- sql
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- code
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tags:
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- SQL generation
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- Text-to-SQL
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- text2sql
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license: "apache-2.0"
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---
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# CodeS-3B
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CodeS is a series of Code LLMs specifically optimized for SQL generation.
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The CodeS encompasses 1B, 3B, 7B, and 15B scales. CodeS-1B, 3B, and 7B are incrementally pre-trained on the top of StarCoderBase-1B, 3B, and 7B and support the max length of 8,192. Meanwhile, CodeS-15B, derived from StarCoder-15B, accommodates sequences of up to 6,144 tokens.
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We have demonstrated that CodeS achieves new state-of-the-art performance on two challenging Text-to-SQL benchmarks: Spider and Bird.
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For more details about how to use CodeS, please refer to our GitHub page: https://github.com/RUCKBReasoning/codes.
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(This is the repository of CodeS-3B.)
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