Index

2021 November

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

2021 June

Few-shot learning in practice with GPT-Neo

June 5, 2021 — HuggingFace, GPT-Neo

2021 April

Distributed Training: Train BART/T5 for Summarization using 🤗 Transformers and Amazon SageMaker

April 9, 2021 — AWS, HuggingFace, BART

2020 December

Multilingual Serverless XLM RoBERTa with HuggingFace, AWS Lambda

December 17, 2020 — AWS, Serverless, BERT

Serverless BERT with HuggingFace, AWS Lambda, and Docker

December 6, 2020 — AWS, Serverless, BERT

AWS Lambda with custom docker images as runtime

December 2, 2020 — AWS, Serverless, Docker

2020 November

New Serverless BERT with Huggingface, AWS Lambda, and AWS EFS

November 15, 2020 — AWS, Serverless, Bert

efsync my first open-source MLOps toolkit

November 4, 2020 — Serverless, AWS, MLOps

2020 October

My path to become a certified solution architect

October 24, 2020 — AWS, Certificate, Cloud

2020 September

Create custom Github Action in 4 steps

September 25, 2020 — Cloud, DevOps, Github

Fine-tune a non-English GPT-2 Model with Huggingface

September 6, 2020 — NLP, GPT-2, Huggingface