Guide to deploying Hugging Face Transformer models using Amazon SageMaker Serverless Inference for cost-effective ML prototypes.
Guide to fine-tuning a Hugging Face BERT model for text classification using Amazon SageMaker and the new Training Compiler to accelerate training.
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.
A tutorial on deploying the BigScience T0_3B language model to AWS and Amazon SageMaker for production use.
A tutorial on deploying Hugging Face Transformer models to production using AWS SageMaker, Lambda, and CDK for scalable, secure inference endpoints.
