Published onJune 21, 2022Convert Transformers to ONNX with Hugging Face Optimum#BERT#HuggingFace#ONNX#OptimumIntroduction guide about ONNX and Transformers. Learn how to convert transformers like BERT to ONNX and what you can do with it.Read more →
Published onJune 14, 2022Setup Deep Learning environment for Hugging Face Transformers with Habana Gaudi on AWS#BERT#Habana#HuggingFace#OptimumLearn how to setup a Deep Learning Environment for Hugging Face Transformers with Habana Gaudi on AWS using the DL1 instance type.Read more →
Published onJune 7, 2022Static Quantization with Hugging Face `optimum` for ~3x latency improvements#BERT#OnnxRuntime#HuggingFace#QuantizationLearn how to do post-training static quantization on Hugging Face Transformers model with `optimum` to achieve up to 3x latency improvements.Read more →
Published onMay 31, 2022Advanced PII detection and anonymization with Hugging Face Transformers and Amazon SageMaker#BERT#PII#HuggingFace#SageMakerLearn how to do advanced PII detection and anonymization with Hugging Face Transformers and Amazon SageMaker.Read more →
Published onMay 17, 2022An Amazon SageMaker Inference comparison with Hugging Face Transformers#HuggingFace#AWS#BERT#SageMakerLearn about the different existing Amazon SageMaker Inference options and and how to use them.Read more →
Published onMay 3, 2022Semantic Segmantion with Hugging Face's Transformers & Amazon SageMaker#AWS#SegFormer#Vision#SagemakerLearn how to do image segmentation with Hugging Face Transformers, SegFormer and Amazon SageMaker.Read more →
Published onApril 28, 2022Automatic Speech Recogntion with Hugging Face's Transformers & Amazon SageMaker#AWS#Wav2vec2#Speech#SagemakerLearn how to do automatic speech recognition/speech-to-text with Hugging Face Transformers, Wav2vec2 and Amazon SageMaker.Read more →
Published onApril 21, 2022Serverless Inference with Hugging Face's Transformers, DistilBERT and Amazon SageMaker#HuggingFace#AWS#BERT#ServerlessLearn how to deploy a Transformer model like BERT to Amazon SageMaker Serverless using the Python SageMaker SDK.Read more →
Published onApril 19, 2022Accelerated document embeddings with Hugging Face Transformers and AWS Inferentia#HuggingFace#AWS#BERT#InferentiaLearn how to accelerate Sentence Transformers inference inference using Hugging Face Transformers and AWS Inferentia.Read more →
Published onMarch 22, 2022Save up to 90% training cost with AWS Spot Instances and Hugging Face Transformers#AWS#HuggingFace#BERT#SageMakerLearn how to leverage AWS Spot Instances when training Hugging Face Transformers with Amazon SageMaker to save up to 90% training cost.Read more →