metadata

library_name: transformers
license: cc-by-sa-4.0
pipeline_tag: text-generation

Model Card for SQLCoder-70B-Alpha

A capable large language model for natural language to SQL generation. Outperforms all generalist models (including GPT-4) on text to SQL.

Model Details

Model Description

This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

Developed by: Defog, Inc
Model type: [Text to SQL]
License: [CC-by-SA-4.0]
Finetuned from model: [CodeLlama-70B]

Model Sources [optional]

HuggingFace: [https://huggingface.co/defog/sqlcoder-70b-alpha]
GitHub: [https://github.com/defog-ai/sqlcoder]
Demo: [https://defog.ai/sqlcoder-demo/]

Uses

This model is intended to be used by non-technical users to understand data inside their SQL databases. It is meant as an analytics tool, and not as a database admin tool.

This model has not been trained to reject malicious requests from users with write access to databases, and should only be used by users with read-only access.

How to Get Started with the Model

Use the code here to get started with the model.

Evaluation

This model was evaluated on SQL-Eval, a PostgreSQL based evaluation framework developed by Defog for testing and alignment of model capabilities.

defog
/

sqlcoder-70b-alpha