Web: https://towardsdatascience.com/text-summarization-with-gpt2-and-layer-ai-599625085d8e?source=rss----7f60cf5620c9---4

May 13, 2022, 1:42 p.m. | Aymane Hachcham

Towards Data Science - Medium towardsdatascience.com

Using Hugging’s Face transformers library and Layer ai to fine tune GPT2 for text summarization

Photo by Aaron Burden on Unsplash

The Transformer soon became the most popular model in NLP after its debut in the famous article Attention Is All You Need in 2017. The capacity to analyze text in a non-sequential manner (as opposed to RNNs) enabled large models to be trained. The introduction of an attention mechanism proved tremendously valuable in generalizing text.

Before the advent of …

ai deep learning gpt-3 nlp pytorch summarization text text summarization

Clinical Assistant or Associate Professor of Management Science and Systems

@ University at Buffalo | Buffalo, NY

Data Analyst

@ Colorado Springs Police Department | Colorado Springs, CO

Predictive Ecology Postdoctoral Fellow

@ Lawrence Berkeley National Lab | Berkeley, CA

Data Analyst, Patagonia Action Works

@ Patagonia | Remote

Data & Insights Strategy & Innovation General Manager

@ Chevron Services Company, a division of Chevron U.S.A Inc. | Houston, TX

Faculty members in Research areas such as Bayesian and Spatial Statistics; Data Privacy and Security; AI/ML; NLP; Image and Video Data Analysis

@ Ahmedabad University | Ahmedabad, India