How to Deploy a trained transformer-based model - Emmanuel Katto Uganda

Intermediate
1

Hi Everyone, I am Emmanuel Katto. I am trying to deploy a trained transformer-based model to a production environment such as AWS SageMaker. But not able to do so. Can someone help me with this?

Thanks!
Emmanuel Katto

2

Hi @emmanuelkatto ,

Deploying a transformer-based model to AWS SageMaker can indeed be challenging at first. Have you followed the steps in the SageMaker documentation for deploying models? You might want to check if your model artifacts and inference scripts are correctly formatted for SageMaker. Also, make sure that your SageMaker endpoint configuration matches the requirements of your model.

If you can provide more details about where you’re getting stuck, it might be easier for the community to help you out. For instance, are you facing issues with the model upload, endpoint creation, or inference?