Hi @Suheb , MLFlow is already pre installed in ML runtime. The question is very vague. You can follow the below documentations to get started with MLFlow on databricks.

1) https://www.databricks.com/product/managed-mlflow
2) https://docs.databricks.com/aws/en/mlflow/
3) https://docs.databricks.com/aws/en/mlflow3/genai/

It will be better if you can describe your use case, and I can help you set up MLFlow based on your use case.