Distributed training on multilingual BERT with Hugging Face Transformers & Amazon SageMaker
January 25, 2022 — HuggingFace, AWS, BERT, PyTorch
Index
2022 January
Financial Text Summarization with Hugging Face Transformers, Keras & Amazon SageMaker
January 19, 2022 — HuggingFace, Keras, SageMaker, Tensorflow
Deploy GPT-J 6B for inference using Hugging Face Transformers and Amazon SageMaker
January 11, 2022 — HuggingFace, AWS, SageMaker, GPTJ
Image Classification with Hugging Face Transformers and `Keras`
January 4, 2022 — HuggingFace, Keras, ViT, Tensorflow
2021 December
Workshop: Enterprise-Scale NLP with Hugging Face & Amazon SageMaker
December 29, 2021 — HuggingFace, AWS, SageMaker
Hugging Face Transformers with Keras: Fine-tune a non-English BERT for Named Entity Recognition
December 21, 2021 — HuggingFace, Keras, BERT, Tensorflow
New Serverless Transformers using Amazon SageMaker Serverless Inference and Hugging Face
December 15, 2021 — AWS, BERT, Serverless, Sagemaker
Hugging Face Transformers BERT fine-tuning using Amazon SageMaker and Training Compiler
December 7, 2021 — AWS, BERT, HuggingFace, Sagemaker
2021 November
MLOps: Using the Hugging Face Hub as model registry with Amazon SageMaker
November 16, 2021 — AWS, BERT, HuggingFace, Sagemaker
A remote guide to re:Invent 2021 machine learning sessions
November 11, 2021 — AWS, ReInvent
MLOps: End-to-End Hugging Face Transformers with the Hub & SageMaker Pipelines
November 10, 2021 — AWS, BERT, HuggingFace, Sagemaker
2021 October
Going Production: Auto-scaling Hugging Face Transformers with Amazon SageMaker
October 29, 2021 — AWS, BERT, HuggingFace, Sagemaker
Deploy BigScience T0_3B to AWS & Amazon SageMaker
October 20, 2021 — AWS, Shorts, HuggingFace, Sagemaker
Scalable, Secure Hugging Face Transformer Endpoints with Amazon SageMaker, AWS Lambda, and CDK
October 6, 2021 — AWS, BERT, HuggingFace, Sagemaker