SQLCoder Models by Defog.ai
Last refreshed 2026-05-22. Next refresh: weekly.
Details
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.
Decision facts
- Best fit
- coding
- Capability starting point
- SQLCoder 34B Alpha with 100k context
- Lowest tracked input
- Not tracked
- Closest related family
- SWE-1
Current Variants
Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.
Use when the workload needs 8k context and 8B parameters.
Use when the workload needs 32k context and 7B parameters.
Use when the workload needs 16k context and 70B parameters.
Use when the workload needs 100k context and 34B parameters.
Use when the workload needs 100k context and 7B parameters.
Use when the workload needs 100k context and 15B parameters.
Use when the workload needs 8k context and 15B parameters.
| Model | Use when | Released | Signals | Status |
|---|---|---|---|---|
| Llama 3 SQLCoder 8B | Use when the workload needs 8k context and 8B parameters. | 2024-05 | 8k context8B parameters | Current |
| SQLCoder 7B 2 | Use when the workload needs 32k context and 7B parameters. | 2024-02 | 32k context7B parameters | Current |
| SQLCoder 70B Alpha | Use when the workload needs 16k context and 70B parameters. | 2024-01 | 16k context70B parameters | Current |
| SQLCoder 34B Alpha | Use when the workload needs 100k context and 34B parameters. | 2023-11 | 100k context34B parameters | Current |
| SQLCoder 7B | Use when the workload needs 100k context and 7B parameters. | 2023-10 | 100k context7B parameters | Current |
| SQLCoder 2 | Use when the workload needs 100k context and 15B parameters. | 2023-10 | 100k context15B parameters | Current |
| SQLCoder | Use when the workload needs 8k context and 15B parameters. | 2023-08 | 8k context15B parameters | Current |
Release Timeline
6 release groupsSpecifications(7 models)
| Model | Released | Context | Parameters |
|---|---|---|---|
| Llama 3 SQLCoder 8B | 2024-05 | 8k | 8B |
| SQLCoder 7B 2 | 2024-02 | 32k | 7B |
| SQLCoder 70B Alpha | 2024-01 | 16k | 70B |
| SQLCoder 34B Alpha | 2023-11 | 100k | 34B |
| SQLCoder 7B | 2023-10 | 100k | 7B |
| SQLCoder 2 | 2023-10 | 100k | 15B |
| SQLCoder | 2023-08 | 8k | 15B |
