Can I train and deploy a sentence transformer model using Huggingface estimator

I’m working on a Project to suggest the most relevant documents based on the user inquiry, for which I’m using “sentence-transformers/msmarco-distilbert-base-v4” pretrained model. I wanted to deploy this model as a REST API, so that my application can utilize it. Can you suggest me how to train and deploy this model in the Amazon Sagemaker ? Can I use HuggingFace Estimator for training and deploying ?