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CHaerem
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wasm-sqcoder

Text Generation
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ language:
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+ - en
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+ pipeline_tag: text-generation
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+ tags:
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+ - code
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+ ---
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+ # sql-coder-7b compiled for WebGPU - q4f32_1
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+
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+ - Original model: [SQLCoder 7B](https://huggingface.co/defog/sqlcoder-7b)
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+ - compiled by: Caleb Fahlgren: [👋 on Twitter](https://twitter.com/calebfahlgren)
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+
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+ SQLCoder-7B is a 7B parameter model that outperforms gpt-3.5-turbo for natural language to SQL generation tasks on our sql-eval framework, and significantly outperforms all popular open-source models. When fine-tuned on a given schema, it also outperforms gpt-4
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+
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+ SQLCoder-7B is fine-tuned on a base Mistral-7B model.
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+
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+
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+ ## Results on novel datasets not seen in training
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+ | model | perc_correct |
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+ | ------------------ | ------------ |
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+ | gpt4-2023-10-04 | 82.0 |
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+ | defog-sqlcoder2 | 74.5 |
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+ | gpt4-2023-08-28 | 74.0 |
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+ | defog-sqlcoder-7b | 71.0 |
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+ | gpt-3.5-2023-10-04 | 66.0 |
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+ | claude-2 | 64.5 |
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+ | gpt-3.5-2023-08-28 | 61.0 |
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+ | claude_instant_1 | 61.0 |
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+ | text-davinci-003 | 52.5 |
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