mlflow not being an optional lin

README.md

@@ -93,12 +93,6 @@ mlflow:
   tracking_server_name: your-tracking-server-name
 ```
 
-Install the optional MLflow dependencies before enabling MLflow:
-
-```bash
-uv sync --extra mlflow
-```
-
 When MLflow is enabled, `train start` creates an MLflow run for the SageMaker job. `train status` finalizes that run once the job reaches a terminal state and registers completed model artifacts as pre-release model versions using the `prerelease-latest` MLflow alias.
 
 To open the managed SageMaker MLflow UI, request a fresh presigned URL: