nlp

NLP demo

In this example, we will demonstrate how to apply an explainability tool on a trained classifcation model.

Goals

At the end of the tutorial, the user will be able to

• fine-tune transformers.DistilBertForSequenceClassification model
• use captum.attr.LayerIntegratedGradients for explainability

Visualize results

After deploying the model as an endpoint, you can use test_endpoint.ipynb to test it and visualize the results.