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#AWS #HuggingFace #BERT #Serverless #Sagemaker

A Amazon SageMaker Inference comparison with Hugging Face Transformers

May 17, 2022 · 13 min read

Learn about the different existing Amazon SageMaker Inference options and and how to use them.

Semantic Segmantion with Hugging Face's Transformers & Amazon SageMaker

May 03, 2022 · 6 min read

Learn how to do image segmentation with Hugging Face Transformers, SegFormer and Amazon SageMaker.

Automatic Speech Recogntion with Hugging Face's Transformers & Amazon SageMaker

April 28, 2022 · 6 min read

Learn how to do automatic speech recognition/speech-to-text with Hugging Face Transformers, Wav2vec2 and Amazon SageMaker.

Serverless Inference with Hugging Face's Transformers, DistilBERT and Amazon SageMaker

April 21, 2022 · 5 min read

Learn how to deploy a Transformer model like BERT to Amazon SageMaker Serverless using the Python SageMaker SDK.

Accelerated document embeddings with Hugging Face Transformers and AWS Inferentia

April 19, 2022 · 9 min read

Learn how to accelerate Sentence Transformers inference inference using Hugging Face Transformers and AWS Inferentia.

Save up to 90% training cost with AWS Spot Instances and Hugging Face Transformers

March 22, 2022 · 8 min read

Learn how to leverage AWS Spot Instances when training Hugging Face Transformers with Amazon SageMaker to save up to 90% training cost.

Speed up BERT inference with Hugging Face Transformers and AWS Inferentia

March 16, 2022 · 9 min read

Learn how to accelerate BERT and Transformers inference using Hugging Face Transformers and AWS Inferentia.

Creating document embeddings with Hugging Face's Transformers & Amazon SageMaker

March 08, 2022 · 7 min read

Learn how to use a custom Inference script for creating document embeddings with Hugging Face’s Transformers, Amazon SageMaker, and Sentence Transformers.

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