GEM Model Cards

GEM Tutorials

Here you can find all information to get started using GEM datasets, models, and resources, and how to add new datasets.

Text Walkthroughs

Using and Adding Transformation to NL-AugmenterTransformation
This tutorial shows how to use and add your transformation to NL-Augmenter.
From pretrained model to submissionModeling
This tutorial shows the entire pipeline from loading the data, creating a model, to formatting the submission file from predictions.
Writing a data cardData
This guide describes how to fill each section in the data card (GEMv1 version).
Adding a data loaderData
This tutorial shows how to add your dataset to GEM.

Creating a filterTransformation
This walkthrough shows you how to create a filter from scratch using NL-Augmenter.

From pretrained model to submissionModeling
This is an interactive version of the introduction tutorial.
Creating a filterTransformation
This notebook shows you how to create a filter from scratch using NL-Augmenter. Please see the accompanying video for in-depth explanations.