https://github.com/garystafford/huggingface-sagemaker-transformer-demo

Explore the capabilities of transformer models available on Hugging Face to accomplish common NLP tasks on Amazon SageMaker using real-time and batch inference.
https://github.com/garystafford/huggingface-sagemaker-transformer-demo

amazon-sagemaker amazon-sagemaker-studio aws huggingface huggingface-transformers inference

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Explore the capabilities of transformer models available on Hugging Face to accomplish common NLP tasks on Amazon SageMaker using real-time and batch inference.

• Host: GitHub
• URL: https://github.com/garystafford/huggingface-sagemaker-transformer-demo
• Owner: garystafford
• License: mit
• Created: 2024-03-18T02:34:48.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-03-20T13:39:18.000Z (10 months ago)
• Last Synced: 2024-03-20T20:37:29.723Z (10 months ago)
• Topics: amazon-sagemaker, amazon-sagemaker-studio, aws, huggingface, huggingface-transformers, inference
• Language: Jupyter Notebook
• Homepage:
• Size: 1.07 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Using Hugging Face Transformer Models with Amazon SageMaker Studio

Explore the capabilities of transformer models available on Hugging Face to accomplish common NLP tasks on Amazon SageMaker using real-time and batch inference. Article with details on how to use these resources can be found in the following blog post: [Employing Task-Specific Transformer Models from Hugging Face with Amazon SageMaker for Batch NLP Tasks

](https://garystafford.medium.com/employing-task-specific-transformer-models-from-hugging-face-in-amazon-sagemaker-for-batch-nlp-a95306a9134e).