The Hrida-T2SQL-3B-V0.1 is a Text-to-SQL Small Language Model (SLM) that has been fine-tuned based on the Microsoft/Phi-3-mini-4k-instruct and distributed with the Apache license.

The HridaAI Team has noted that Hrida-T2SQL - 3B:

• Outperforms CodeQwen-1.5 - 7B on benchmarks with a score of 9.26 compared to 8.98.
• Demonstrates a substantial lead over DuckDB-NSQL - 7B on benchmarks, scoring 9.26 versus 6.34.
• Shows a remarkable improvement over SQLCoder - 7B on benchmarks, achieving 9.26 compared to 5.54.

Usage

CLI

ollama run HridaAI/hrida-t2sql

API

curl -X POST http://localhost:11434/api/generate -d '{
  "model": "HridaAI/hrida-t2sql",
  "prompt":"What is SQL?"
 }'

References

Huggingface

HridaAI Blog Post