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slim-sql-npu-ov
llmware/slim-sql-npu-ov
slim-sql-npu-ov is a machine learning model from llmware. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
slim-sql-npu-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 databa…
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At a glance
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Mar 14, 2025
- Updated
- Mar 27, 2025
- SHA
- dd38e70f
Base models
Model card
From the Hugging Face model README
slim-sql-npu-ov
slim-sql-npu-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-1b-v0, providing a very fast, very small inference implementation, optimized for AI PCs using Intel 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
- Type
- llama
- License
- apache-2.0
- Created
- Mar 14, 2025
- Updated
- Mar 27, 2025