Static Quantization with Hugging Face `optimum` for ~3x latency improvements
June 7, 2022 — BERT, OnnxRuntime, HuggingFace, Quantization
Index
2022 May
Advanced PII detection and anonymization with Hugging Face Transformers and Amazon SageMaker
May 31, 2022 — BERT, PII, HuggingFace, SageMaker
An Amazon SageMaker Inference comparison with Hugging Face Transformers
May 17, 2022 — HuggingFace, AWS, BERT, SageMaker
Semantic Segmantion with Hugging Face's Transformers & Amazon SageMaker
May 3, 2022 — AWS, SegFormer, Vision, Sagemaker
2022 April
Automatic Speech Recogntion with Hugging Face's Transformers & Amazon SageMaker
April 28, 2022 — AWS, Wav2vec2, Speech, Sagemaker
Serverless Inference with Hugging Face's Transformers, DistilBERT and Amazon SageMaker
April 21, 2022 — HuggingFace, AWS, BERT, Serverless
Accelerated document embeddings with Hugging Face Transformers and AWS Inferentia
April 19, 2022 — HuggingFace, AWS, BERT, Inferentia
2022 March
Save up to 90% training cost with AWS Spot Instances and Hugging Face Transformers
March 22, 2022 — AWS, HuggingFace, BERT, SageMaker
Speed up BERT inference with Hugging Face Transformers and AWS Inferentia
March 16, 2022 — HuggingFace, AWS, BERT, Inferentia
Creating document embeddings with Hugging Face's Transformers & Amazon SageMaker
March 8, 2022 — HuggingFace, AWS, BERT, SageMaker
Autoscaling BERT with Hugging Face Transformers, Amazon SageMaker and Terraform module
March 1, 2022 — HuggingFace, AWS, BERT, Terraform
2022 February
Multi-Container Endpoints with Hugging Face Transformers and Amazon SageMaker
February 22, 2022 — HuggingFace, AWS, BERT, SageMaker
Asynchronous Inference with Hugging Face Transformers and Amazon SageMaker
February 15, 2022 — HuggingFace, AWS, BERT, SageMaker
Deploy BERT with Hugging Face Transformers, Amazon SageMaker and Terraform module
February 8, 2022 — HuggingFace, AWS, BERT, Terraform
Task-specific knowledge distillation for BERT using Transformers & Amazon SageMaker
February 1, 2022 — HuggingFace, AWS, BERT, PyTorch