@rafaelgildin , I see that you have raised an Issue in the OSS mlflow repo, while the issue that you are encountering is on Databricks. The issue here is that you are explicitly adding trace.set_tracer_provider(tracer_provider). Databricks installs its own OpenTelemetry TracerProvider by default. 

You can remove the part and let autolog() generate the spans naturally.