SQLCoder
SQLCoder is released 2023-08-11 in the SQLCoder family with open-weight; evaluate it while provider pricing coverage matures.
- Family
- SQLCoder
- Released
- 2023-08-11
- Context
- 8K
- Parameters
- 15B
- Architecture
- Decoder Only
- Specialization
- general
- Openness
- Open weights
- License
- CC-BY-SA-4.0Restricted
- Weights
- Unknown
- Code
- Unknown
- Training
- Fine-tuned
No tracked provider pricing is available yet.
About
SQLCoder is a highly specialized family of large language models (LLMs) designed to convert natural language questions into SQL queries, thereby enhancing the accessibility of database interactions for non-technical users. Known for its exceptional accuracy, SQLCoder often outperforms models like GPT-3.5-Turbo and rivals GPT-4 when fine-tuned for specific databases. Its transformer-based architecture with self-attention mechanisms enables effective understanding and generation of context-sensitive queries. SQLCoder models come in various sizes, such as 7B, 15B, and 70B parameters, with larger iterations handling more complex queries. The models are applicable across sectors including business intelligence and data analytics, making SQL query generation simpler.
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.