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---
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
<!-- Provide a longer summary of what this model is. -->
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](https://defog.ai)
- **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](https://github.com/defog-ai/sqlcoder/blob/main/inference.py) to get started with the model.
## Evaluation
This model was evaluated on [SQL-Eval](https://github.com/defog-ai/sql-eval), a PostgreSQL based evaluation framework developed by Defog for testing and alignment of model capabilities.
You can read more about the methodology behind SQLEval [here](https://defog.ai/blog/open-sourcing-sqleval/).
### Results
[More Information Needed]
## Model Card Authors
- [Rishabh Srivastava](https://twitter.com/rishdotblog)
- [Wendy Aw](https://www.linkedin.com/in/wendyaw/)
- [Wong Jing Ping](https://www.linkedin.com/in/jing-ping-wong/)
## Model Card Contact
Contact us on X at [@defogdata](https://twitter.com/defogdata), or on email at [[email protected]](mailto:[email protected]) |