Lightweight execution of Spark MLLib models
You can export the model (Weights + Hyper parameters) to a common format from Spark and then execute the same in another Language/Framework. 

https://docs.databricks.com/spark/latest/mllib/model-export.html 

Above link has examples for Python / Spark, should work for Java as well.