The AdaptNLP Cookbook

What is this?

The Cookbook is a centralized resource with up-to-date tutorials throughout the entirety of the AdaptNLP documentation with quick links to each. It is segmented out by use case (inference or fine-tuning), and further segmented out by application (if applicable).

Each link to the documentation website, and to run them in Google Colaboratory simply hit the Open in Colab button towards the top (you can find one here too!)

Inference

Embeddings

• Inference tutorial

Question Answering

• Inference tutorial

Sequence Classification

• Inference tutorial

Summarization

• Inference tutorial

Text Generation

• Inference tutorial

Token Tagging

• Inference tutorial

Translation

• Inference tutorial

Fine-Tuning

Language Models

• Fine-Tuning with DataFrames
• Fine-Tuning with CSVs
• Fine-Tuning with Folders

Sequence Classification

• Fine-Tuning with DataFrames
• Fine-Tuning with CSVs
• Fine-Tuning with Folders
• Fine-Tuning with HuggingFace Datasets

Token Classification/NER

• Fine-Tuning with DataFrames
• Fine-Tuning with CSVs