# Change "<aws_profile>" to your own AWS profile name
os.environ["AWS_PROFILE"] = "<aws_profile>"
```

Finally, you need to set all the following variables using your own information. In general, do not add a trailing slash to these paths (otherwise some parts won't work). You can use either `ml.p4de.24xlarge` or `ml.p5.48xlarge` as the `instance_type` for Cohere Bring Your Own Fine-tuning, but the `instance_type` used for export and inference (endpoint creation) must be identical.

```python