New version of Joblib not available

My production environment uses scikit-learn(0.21.3), where I load my models with the latest PyPI joblib module. However Sagemaker supports scikit-learn(0.20.0) and uses the joblib module in sklearn.externals to dump the model which is now deprecated as per scikit-learn(0.21.3), resulting in an error in loading the model in production environment. Is there a way in which I can dump models in a sagemaker training job using PyPI's joblib instead of sklearn's joblib to ensure compatibility?

Start with the SageMaker training job and the scikit-learn 0.20.0 and 0.21.3 environments described in the report. Reproduce the model dump and load path using the mentioned joblib variants, then document or demonstrate a compatible approach for loading the resulting model in production.

Written by the indexing model from the issue text.