A tutorial on fine-tuning a BERT model for text classification using AWS Trainium instances and Hugging Face Transformers.
A guide to setting up an AWS Trainium instance using the Hugging Face Neuron Deep Learning AMI to fine-tune a BERT model for text classification.
A guide to using Hugging Face Transformers library with examples for fine-tuning models like BERT and BART for NLP and computer vision tasks.
A tutorial on fine-tuning Microsoft's LayoutLM model for document understanding using TensorFlow, Keras, and the FUNSD dataset.
A tutorial on fine-tuning Microsoft's LayoutLM model for document understanding and information extraction using the Hugging Face Transformers library.
A tutorial on using Sentence Transformers models with TensorFlow and Keras to create text embeddings for semantic search and similarity tasks.
A tutorial on pre-training a BERT model from scratch using Hugging Face Transformers and Habana Gaudi accelerators on AWS.
Learn how to fine-tune the XLM-RoBERTa model for multilingual text classification using Hugging Face libraries on cost-efficient Habana Gaudi AWS instances.
A technical guide on using Hugging Face Transformers and Amazon SageMaker to detect and anonymize Personally Identifiable Information (PII) in text.
A tutorial on accelerating sentence embeddings using Hugging Face Transformers and AWS Inferentia chips for high-performance semantic search.
A technical guide on using AWS Spot Instances with Hugging Face Transformers on Amazon SageMaker to reduce machine learning training costs by up to 90%.
A tutorial on accelerating BERT model inference using Hugging Face Transformers and AWS Inferentia chips for cost-effective, high-performance deployment.
A guide to deploying autoscaling Hugging Face Transformers (like BERT) on Amazon SageMaker using a Terraform module for real-time and asynchronous inference.
Guide to deploying multiple Hugging Face Transformer models as a cost-optimized Multi-Container Endpoint using Amazon SageMaker.
Guide to deploying Hugging Face Transformers models for asynchronous inference using Amazon SageMaker, including setup and configuration.
A technical guide on deploying a DistilBERT model to production using Hugging Face Transformers, Amazon SageMaker, and Infrastructure as Code with Terraform.
A guide to accelerating multilingual BERT fine-tuning using Hugging Face Transformers with distributed training on Amazon SageMaker.
A tutorial on fine-tuning a Hugging Face Transformer model for financial text summarization using Keras and Amazon SageMaker.
A guide to deploying the GPT-J 6B language model for production inference using Hugging Face Transformers and Amazon SageMaker.
A tutorial on fine-tuning a Vision Transformer (ViT) model for satellite image classification using Hugging Face Transformers and Keras.
