Guide to building an end-to-end MLOps pipeline for Hugging Face Transformers using Amazon SageMaker Pipelines, from training to deployment.
A guide to deploying and auto-scaling Hugging Face Transformer models for real-time inference using Amazon SageMaker.
Tutorial on building a multilingual question-answering API using XLM RoBERTa, HuggingFace, and AWS Lambda with container support.
A visual guide explaining how GPT-3 is trained and generates text, breaking down its transformer architecture and massive scale.
A tutorial on building a non-English text classification model using BERT and Simple Transformers, demonstrated with German tweets.
A tutorial on using HuggingFace's API to access and fine-tune OpenAI's GPT-2 model for text generation.
