| --- |
| title: Aegis-SQL |
| emoji: "\U0001F5C4" |
| colorFrom: blue |
| colorTo: gray |
| sdk: gradio |
| sdk_version: 5.9.1 |
| app_file: app.py |
| pinned: false |
| short_description: Natural language to SQL. Qwen2.5-Coder-7B QLoRA fine-tune. |
| --- |
| |
| # Aegis-SQL |
|
|
| A QLoRA fine-tune of Qwen2.5-Coder-7B-Instruct for text-to-SQL. Paste a |
| database schema (DDL), ask a question in plain English, and read the |
| generated SQL query. |
|
|
| Trained on a curated, deduplicated, executability-filtered mix of Spider, |
| BIRD, and sql-create-context, with schema linking applied so each prompt |
| carries only the tables the query needs. |
|
|
| Runtime: transformers + BitsAndBytes 4-bit on ZeroGPU. A GGUF Q4_K_M |
| build of the same model lives under `gguf/` in the model repo |
| (`beaunix/aegis-sql`) for llama.cpp use. |
|
|
| This is a research demo. Verify any generated SQL before running it |
| against real data. |
