SQLCoder 7B
SQLCoder 7B is released 2023-10-03 in the SQLCoder family with open-weight; evaluate it while provider pricing coverage matures.
- Family
- SQLCoder
- Released
- 2023-10-03
- Context
- 100K
- Parameters
- 7B
- 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 7B is a specialized large language model designed to translate natural language questions into SQL queries, making database interaction more accessible to non-technical users. It uses a transformer architecture and is fine-tuned from a Mistral-7B model, trained on a substantial dataset of 20,000 questions with distinct database schemas to ensure robust performance. The model supports complex queries including joins and aggregations, though it performs best on simpler, non-ratio-based questions. With its compact size of 7 billion parameters, SQLCoder 7B is suitable for use on consumer-grade hardware with adequate GPU memory.
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.