SQLCoder
About
SQLCoder is a family of large language models developed by Defog.ai, tailored for transforming natural language queries into SQL commands. These models stand out for their capability to enable non-technical users to easily interact with databases by converting human-readable questions into accurate SQL queries. Fine-tuned on vast datasets of human-curated questions and SQL queries, SQLCoder achieves state-of-the-art performance across various benchmarks. The family includes various versions such as the 7B parameter model, optimized for different hardware from high-end GPUs to consumer-grade devices. Designed specifically for read-only database interactions, these models are not suitable for tasks involving write access. Defog.ai is committed to continuously enhancing SQLCoder, refining its features, and addressing limitations based on user feedback 10 5 13.
Specifications(7 models)
| Model | Released | Parameters |
|---|---|---|
| Llama 3 SQLCoder 8B | 2024-05 | 8B |
| SQLCoder 7B 2 | 2024-02 | 7B |
| SQLCoder 70B Alpha | 2024-01 | 70B |
| SQLCoder 34B Alpha | 2023-11 | 34B |
| SQLCoder 7B | 2023-10 | 7B |
| SQLCoder 2 | 2023-10 | — |
| SQLCoder | 2023-08 | 15B |
Available From(1 provider)
Frequently Asked Questions
- What is SQLCoder?
- SQLCoder is a family of large language models developed by Defog.ai, tailored for transforming natural language queries into SQL commands. These models stand out for their capability to enable non-technical users to easily interact with databases by converting human-readable questions into accurate SQL queries. Fine-tuned on vast datasets of human-curated questions and SQL queries, SQLCoder achieves state-of-the-art performance across various benchmarks. The family includes various versions such as the 7B parameter model, optimized for different hardware from high-end GPUs to consumer-grade devices. Designed specifically for read-only database interactions, these models are not suitable for tasks involving write access. Defog.ai is committed to continuously enhancing SQLCoder, refining its features, and addressing limitations based on user feedback 10 5 13.
- How many models are in the SQLCoder family?
- The SQLCoder family contains 7 models.
- What is the latest SQLCoder model?
- The latest model is Llama 3 SQLCoder 8B, released in 2024-05.
