---
base_model: cycloneboy/CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct
tags:
  - gguf
  - text-to-sql
  - slm-sql
quantized_by: frizynn
---

# CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct GGUF

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).

**Quantization:** Q4_K_M

## Usage

```bash
llama-server -m cscsql-merge-qwen2.5-coder-0.5b-instruct-q4_k_m.gguf --port 8081
```

## Source

- Paper: [SLM-SQL: An Exploration of Small Language Models for Text-to-SQL](https://arxiv.org/abs/2507.22478)
- Original model: [cycloneboy/CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct](https://huggingface.co/cycloneboy/CscSQL-Merge-Qwen2.5-Coder-0.5B-Instruct)