SQLCoder

by Defog.ai

About the model:

Text-to-SQL model.

Model type:

Code

Model performance class:

Latest

Link to the model:

https://huggingface.co/defog/sqlcoder-7b-2

Base models:

CodeLlama-7B

End model:

SQLCoder-7B-2

End model license:

CC-BY-SA-4.0

About the organisation:

Organization creating code generation for LLMs.

Link to the organisation:

https://huggingface.co/defog

Model release date:

February 2024

Availability

Base Model Data

Proprietary dataset used.

End User Model Data

Data sources published in GitHub repo

https://github.com/defog-ai/sql-eval

Base Model Weights

Gated model available on HuggingFace.

https://huggingface.co/meta-llama/CodeLlama-7b-Instruct-hf

End User Model Weights

Weights made available on HuggingFace.

https://huggingface.co/defog/sqlcoder-7b-2

Training Code

GitHub exists, but mainly contains inference code. Training procedure broadly outlined in text.

https://github.com/defog-ai/sqlcoder https://defog.ai/blog/open-sourcing-sqlcoder2-7b https://defog.ai/blog/sqlcoder2-technical-details

Documentation

Code Documentation

No code, so no documentation.

Hardware Architecture

No description of hardware architecture found.

Preprint

Info about model released through blog post.

https://defog.ai/blog/open-sourcing-sqlcoder2-7b

Paper

No peer-reviewed paper found.

Modelcard

Model card provides a decent amount of information.

https://huggingface.co/defog/sqlcoder-7b-2

Datasheet

No datasheet found.

Access

Licenses

CC-BY-SA-4.0.

https://huggingface.co/defog/sqlcoder-7b-2

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