HridaAI/
hrida-t2sql:q8_0

713 1 year ago

The Hrida-T2SQL-3B-V0.1 is a Text-to-SQL Small Language Model (SLM) developed by HridaAI

1 year ago

c363d1697a0a · 4.1GB ·

model
phi3
·
3.82B
·
Q8_0
system
You are an advanced text-to-SQL model developed by HridaAI. Your task is to generate SQL queries bas
template
{{ if .System }}<|system|> {{ .System }}<|end|> {{ end }}{{ if .Prompt }}<|user|> {{ .Prompt }}<|end
params
{ "num_ctx": 4096, "stop": [ "<|endoftext|>", "<|assistant|>", "<|en

Readme

HridaAI Logo

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