NSQL 2B
NSQL 2B is released 2024-02-15 in the NSQL family with open-source; evaluate it while provider pricing coverage matures.
Use it for
- Teams evaluating general LLM work
Do not use it for
- Cost-sensitive launches that need sourced token pricing
- Vision or document-understanding workloads
- Strict JSON or tool-calling flows
- Family
- NSQL
- Released
- 2024-02-15
- Parameters
- 2B
- Architecture
- Decoder Only
- Specialization
- general
- Openness
- Open source
- License
- Apache 2.0OSI-approvedCommercial use: permitted
- Weights
- Unknown
- Code
- Unknown
- Training
- Fine-tuned
No tracked provider token pricing is available yet.
About
The NSQL 2B model is a specialized open-source large language model geared towards generating SQL queries. Built on the Salesforce CodeGen-Multi 2B framework, it has undergone extensive training on vast SQL datasets, including "The Stack" and over 20 other public datasets. This training involved a two-phased approach: pre-training on general SQL queries and fine-tuning on specific text-to-SQL pairs. These enhancements enable the model to accurately transform natural language prompts into SQL queries, particularly SELECT queries, using a table schema as context. However, the model may have limitations with more complex SQL structures and requires input similarity to its training data for optimal performance. While it excels in its intended applications, users should be mindful of its susceptibility to factual inaccuracies in generated SQL.
NSQL 2B is an open-source model in the NSQL family. No headline benchmark score is tracked for NSQL 2B yet.
Top use-case fit
No primary decision-task fit is mapped for this model yet.
Provider price ladder
No tracked provider token pricing is available 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.
Frequently asked questions
When was NSQL 2B released?
NSQL 2B was released on 2024-02-15.
No tracked provider token pricing is available yet.