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