๐Ÿ““ Notebooks#

We have a variety of colab-ready notebooks to get you started using Composer and its efficiency methods. Some of these demonstrate the speed-ups from our work, even with short training times.

Notebook

Summary

Colab

Functional API

Use our methods within your own trainer

colab_functional

Trainer

Getting started with our Composer Trainer

colab_trainer

NLP

Fine-tune NLP models from ๐Ÿค— Transformers with our trainer

colab_nlp

Segmentation

Apply a segmentation model on a Kaggle challenge

colab_seg

Custom Algorithms

Tour of our algorithms design based on (Howard et al 2020)

colab_algos