https://github.com/dimitreOliveira/bert-as-a-service_TFX
| GitHub – dimitreOliveira/bert-as-a-service_TFX: End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis. BERT as a service This repository is designed to demonstrate a simple yet complete machine learning solution that uses a BERT model for text sentiment analysis using a TensorFlow Extended end-to-end pipeline, and making use of some of the best practices from the MLOps domain, it will cover steps from data ingestion until model serving and consuming it either with REST or gRPC requests. github.com |