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Learner Reviews & Feedback for Generating New Recipes using GPT-2 by Coursera Project Network

38 ratings

About the Course

In this 2 hour long project, you will learn how to preprocess a text dataset comprising recipes, and split it into a training and validation set. You will learn how to use the HuggingFace library to fine-tune a deep, generative model, and specifically how to train such a model on Google Colab. Finally, you will learn how to use GPT-2 effectively to create realistic and unique recipes from lists of ingredients based on the aforementioned dataset. This project aims to teach you how to fine-tune a large-scale model, and the sheer magnitude of resources it takes for these models to learn. You will also learn about knowledge distillation and its efficacy in use cases such as this one. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions....

Top reviews


Apr 20, 2022

Really fun project with knowledgeable instructor. Highly recommended. :)


Aug 24, 2020

Excellent hands-on experience on how to do use big Models like GPT-2

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By Rossana M

Apr 20, 2022

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Aug 25, 2020

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Aug 30, 2020

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Feb 25, 2021

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Dec 29, 2021

By Mayur S

Sep 24, 2020