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NLP models: from the Hugging Face hub to Amazon SageMaker... and back!
Deploy a Hugging Face Transformers Model from the Model Hub to Amazon SageMaker
Distributed GPU Training using Hugging Face Transformers + Accelerate ML with SageMaker QuickStart!
How to Accelerate Your Models to Production with Amazon SageMaker
Training Transformers with AWS Trainium and the Hugging Face Neuron AMI
SageMaker JumpStart: deploy Hugging Face models in minutes!
Deploy a Hugging Face Transformers Model from S3 to Amazon SageMaker
Workshop: MLOps: End-to-End Hugging Face Transformers with the Hub & SageMaker Pipelines
AWS Sagemaker: Evaluating new model using batch transform (pt4)
Offline Inference With SageMaker Batch Transform
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Last Updated: September 22, 2026
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Summary
Hub: hf.co/models Documentation: hf.co/docs/ Philipp dives a bit more in the integration between To deploy a model directly from the Workshop 2: Going Production: Deploying, Scaling & Monitoring In this video, I show you how to accelerate There are two ways to deploy your In this video we explore another Inference mode within
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