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End-to-End Text Summarizer

Machine Learning | MLOps | Pytorch

Project

Overview

This project was inspired by an interest of the rise in popularity of NLP due to ChatGPT. Before looking into text generation, I was looking into text summarization and came across a paper about Abstractive Summarization using an architecture called PEGASUS.

Paper: https://arxiv.org/pdf/1912.08777.pdf

Model: https://huggingface.co/google/pegasus-cnn_dailymail

Technologies

Python

Pytorch

AWS EC2

AWS ECR

Github Actions

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