Tutorial Natural Language Processing Model

The tutorial shows how to import an original Bert model of text classification use case, and ONNX framework.

Model

Use Case

Framework

Source

Dataset

distilbert-base-uncased-emotion

Text Classification

ONNX

Huggingface

CoLa

In this tutorial, you will learn how to:

  1. Import the model.

  2. Import the dataset.

  3. Analyze the model inferencing performance.

  4. Import tokenizer.

  5. Create deployment package with the model.

Import the model

Import the dataset

Analyze the model inferencing performance

Import Tokenizer

Create deployment package with the model

See Also

Congratulations! You have completed the DL Workbench workflow for NLP model. Additionally, you can try the following capabilities: