Exercises

Learn how to use Tune in your browser with the following Colab-based exercises.

Exercise Description Library Colab Link
Basics of using Tune. TF/Keras Tune Tutorial
Using Search algorithms and Trial Schedulers to optimize your model. Pytorch Tune Tutorial
Using Population-Based Training (PBT). Pytorch Tune Tutorial
Fine-tuning Huggingface Transformers with PBT. Huggingface Transformers/Pytorch Tune Tutorial
Logging Tune Runs to Comet ML. Comet Tune Tutorial

Tutorial source files can be found here.