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ONNX Unleashed: Training and Optimizing BERT Models for Streamlit Web Apps

Learn to quantize and deploy your Deep Learning model with ONNX

Introduction

In this article, I want to accomplish something very simple: build a web app that recognizes an emotion given a sentence. In doing this though we will see how to train a transformer-based…