| language: | |
| - sql | |
| - code | |
| tags: | |
| - SQL generation | |
| - Text-to-SQL | |
| - text2sql | |
| license: "apache-2.0" | |
| # CodeS-7B | |
| CodeS is a series of Code LLMs specifically optimized for SQL generation. | |
| 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. | |
| We have demonstrated that CodeS achieves new state-of-the-art performance on two challenging Text-to-SQL benchmarks: Spider and Bird. | |
| For more details about how to use CodeS, please refer to our GitHub page: https://github.com/RUCKBReasoning/codes. | |
| (This is the repository of CodeS-7B.) | |