SQLCoder 2
SQLCoder 2 is released 2023-10-02 in the SQLCoder family with open-weight; evaluate it while provider pricing coverage matures.
- Family
- SQLCoder
- Released
- 2023-10-02
- Context
- 100K
- Parameters
- 15B
- Architecture
- Decoder Only
- Specialization
- general
- Openness
- Open weights
- License
- CC-BY-SA-4.0Commercial use: conditional
- Weights
- Unknown
- Code
- Unknown
- Training
- Fine-tuned
No tracked provider pricing is available yet.
About
SQLCoder 2 is an advanced large language model developed by Defog AI that specializes in transforming natural language questions into SQL queries. It outperforms models like GPT-3.5-turbo and GPT-4 (when fine-tuned on specific schemas) in delivering precise SQL code from natural language inputs. Based on the 15B parameter StarCoder model, SQLCoder 2 is trained on over 20,000 human-curated questions across various database schemas, making it adept at executing complex queries involving joins, aggregations, and date filtering. This model empowers non-technical users to perform data analysis in SQL databases, facilitating self-service analytics without the need for SQL expertise.
Providers
No active provider routes are tracked for this model yet.
Capabilities
No model capability flags are currently sourced.
Benchmark peer barsfor Coding
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.