Tag: transformer models

This tutorial explores fine-tuning transformer language models for linguistic diversity using Hugging Face on Amazon SageMaker, addressing the challenges of low-resource languages and demonstrating a practical approach to question answering tasks.

This tutorial guides you through optimizing Transformer models using Hugging Face Optimum, ONNX Runtime, and quantization techniques. We demonstrate how to achieve faster inference speeds while maintaining model accuracy, providing a practical approach for production deployments.