---
library_name: peft
base_model: Qwen/Qwen2.5-Coder-1.5B
pipeline_tag: text-generation
tags:
  - text-to-sql
  - sql
  - lora
  - qwen2.5-coder
  - fine-tuned
---

# Text2SQL-LoRA

A parameter-efficient fine-tuned language model for natural-language-to-SQL generation.

## Base Model
Qwen/Qwen2.5-Coder-1.5B

## Fine-tuning
- Method: LoRA
- Rank: 16
- Alpha: 32
- Dropout: 0.05
- Task: Causal Language Modeling

## Intended Use
Research and experimentation in Text-to-SQL generation.

## Limitations
Generated SQL should be validated before execution.