metadata
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