Model Overview

The dan-text2sql/Phase2-12B-Builder is a 12 billion parameter instruction-tuned language model, developed by dan-text2sql. It is finetuned from the unsloth/gemma-3-12b-it-bnb-4bit base model, indicating its foundation in the Gemma 3 architecture. The training process utilized Unsloth and Huggingface's TRL library, which enabled faster finetuning.

Key Capabilities

• Text-to-SQL Conversion: Specialized in translating natural language instructions into SQL queries.
• Efficient Finetuning: Benefits from Unsloth's optimizations for quicker training.
• Gemma 3 Architecture: Leverages the underlying capabilities of the Gemma 3 model family.

Good For

• Database Interaction: Automating the generation of SQL queries from user prompts.
• Application Development: Integrating natural language interfaces for database operations.
• Research: Exploring efficient finetuning techniques for specialized language models.