---
license: apache-2.0
inference: false 
base_model: llmware/slim-sql-1b-v0
base_model_relation: quantized
tags: [green, p1, llmware-fx, onnx]
---

# slim-sql-onnx  

**slim-sql-onnx** is a small specialized function calling model that takes as input a table schema and a natural language query, and outputs a SQL statement that corresponds to the query, and can be run against a database table.  This is a very small text-to-sql model designed for reasonable accuracy on single tables and relatively straightforward queries, and for easy integration into multi-step processes.     

This is an ONNX int4 quantized version of slim-sql-1b-v0, providing a very fast, very small inference implementation, optimized for AI PCs using Intel GPU, CPU and NPU.    


### Model Description

- **Developed by:** llmware  
- **Model type:** tinyllama  
- **Parameters:** 1.1 billion
- **Model Parent:** llmware/slim-sql-1b-v0
- **Language(s) (NLP):** English  
- **License:** Apache 2.0  
- **Uses:** Text-to-SQL conversion      
- **RAG Benchmark Accuracy Score:** NA  
- **Quantization:** int4  
  
## Model Card Contact

[llmware on github](https://www.github.com/llmware-ai/llmware)  

[llmware on hf](https://www.huggingface.co/llmware)  

[llmware website](https://www.llmware.ai)