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- license: apache-2.0
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+ license: apache-2.0
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+ inference: false
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+ tags: [green, p1, llmware-fx, ov, emerald]
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+ ---
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+ # slim-sql-ov
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+ **slim-sql-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.
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+ 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 GPU, CPU and NPU.
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+ ### Model Description
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+ - **Developed by:** llmware
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+ - **Model type:** tinyllama
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+ - **Parameters:** 1.1 billion
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+ - **Model Parent:** llmware/slim-sql-1b-v0
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+ - **Language(s) (NLP):** English
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+ - **License:** Apache 2.0
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+ - **Uses:** Text-to-SQL conversion
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+ - **RAG Benchmark Accuracy Score:** NA
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+ - **Quantization:** int4
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+ ## Model Card Contact
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+ [llmware on github](https://www.github.com/llmware-ai/llmware)
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+ [llmware on hf](https://www.huggingface.co/llmware)
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+ [llmware website](https://www.llmware.ai)