Text Generation
Transformers
PyTorch
sql
code
gpt_bigcode
SQL generation
Text-to-SQL
text2sql
text-generation-inference
CodeS-1B
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-1B.)
- Downloads last month
- 989
Install from pip and serve model
# Install vLLM from pip: pip install vllm# Start the vLLM server: vllm serve "seeklhy/codes-1b"# Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "seeklhy/codes-1b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'