metadata
license: apache-2.0
inference: false
base_model: llmware/slim-sql-phi-3
base_model_relation: quantized
tags:
- green
- p3
- llmware-fx
- ov
- emerald
slim-sql-phi-3-ov
slim-sql-phi-3-ov 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 OpenVino int4 quantized version of slim-sql-phi-3-ov, 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: phi-3
- Parameters: 3.8 billion
- Model Parent: llmware/slim-sql-phi-3
- Language(s) (NLP): English
- License: Apache 2.0
- Uses: Text-to-SQL conversion
- RAG Benchmark Accuracy Score: NA
- Quantization: int4