Small Text-to-SQL LLM Demo

Ask a natural-language question and compare how a small fine-tuned model performs against the untouched Hugging Face base model, Qwen/Qwen3.5-0.8B.

The fine-tuned model starts from Qwen/Qwen3.5-0.8B and is trained for Text-to-SQL on your database with Vertex AI on Google Cloud, using Hugging Face PyTorch Deep Learning Containers.

The app extracts each model's generated SQL, runs it against a read-only dummy SQLite database, and shows the query results side by side.

Fine-tuned model: Tuana/qwen35-08b-text2sql   Training container family: Hugging Face PyTorch Training DLC