Update README.md

README.md

@@ -49,7 +49,7 @@ We classified each generated question into one of 5 categories. The table displa
 | where            |    80   |            77.1 |          74.3 |      74.3 |       62.9 |             60   |    54.3 |
 
 ## 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). 
+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](https://github.com/defog-ai/sqlcoder/blob/main/inference.py) on a [sample database schema](https://github.com/defog-ai/sqlcoder/blob/main/metadata.sql). 
 ```bash
 python inference.py -q "Question about the sample database goes here"