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+ ---
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+ base_model: cycloneboy/CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct
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+ tags:
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+ - gguf
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+ - text-to-sql
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+ - slm-sql
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+ quantized_by: frizynn
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+ ---
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+
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+ # CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct GGUF
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+
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+ GGUF quantized version of [cycloneboy/CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct](https://huggingface.co/cycloneboy/CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct).
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+ **Quantization:** Q4_K_M
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+
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+ ## Usage
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+ ```bash
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+ llama-server -m cscsql-merge-qwen2.5-coder-0.5b-instruct-q4_k_m.gguf --port 8081
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+ ```
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+
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+ ## Source
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+
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+ - Paper: [SLM-SQL: An Exploration of Small Language Models for Text-to-SQL](https://arxiv.org/abs/2507.22478)
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+ - Original model: [cycloneboy/CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct](https://huggingface.co/cycloneboy/CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct)