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Rishabh Srivastava 2023-11-15 01:45:13 +08:00 committed by GitHub
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@ -25,6 +25,9 @@ SQLCoder is fine-tuned on a base StarCoder model.
| claude_instant_1 | 61.0 |
| text-davinci-003 | 52.5 |
![image](https://github.com/defog-ai/sqlcoder/assets/5008293/caed3423-8e86-4952-9da1-1a5e016a4696)
## License
The code in this repo (what little there is of it) is Apache-2 licensed. The model weights have a `CC BY-SA 4.0` license. The TL;DR is that you can use and modify the model for any purpose – including commercial use. However, if you modify the weights (for example, by fine-tuning), you must open-source your modified weights under the same license terms.
@ -46,6 +49,9 @@ We classified each generated question into one of 5 categories. The table displa
| claude-instant | 48 | 71.4 | 74.3 | 45.7 | 62.9 | 60 |
| gpt-3 | 32 | 71.4 | 68.6 | 25.7 | 57.1 | 54.3 |
<img width="831" alt="image" src="https://github.com/defog-ai/sqlcoder/assets/5008293/79c5bdc8-373c-4abd-822e-e2c2569ed353">
## Using SQLCoder
You can use SQLCoder via the `transformers` library by downloading our model weights from the Hugging Face repo. We have added sample code for [inference](./inference.py) on a [sample database schema](./metadata.sql).
```bash