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codes-3b
seeklhy/codes-3b
codes-3b is a text generation model from seeklhy. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
CodeS is a series of Code LLMs specifically optimized for SQL generation.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt_bigcode
- Access
- Public
- Created
- Aug 27, 2023
- Updated
- Sep 4, 2023
- SHA
- 5ea46313
Model card
From the Hugging Face model README
CodeS-3B
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-3B.)
- Task
- Text Generation
- Library
- transformers
- Type
- gpt_bigcode
- License
- apache-2.0
- Languages
- sql, code
- Created
- Aug 27, 2023
- Updated
- Sep 4, 2023