Pipelines

Training and saving models with CML on a dedicated AWS EC2 runner (part 2)

Use CML to automatically retrain a model on a provisioned AWS EC2 instance and export the model to a DVC remote storage on Google Drive.

Rob de Wit

May 6, 2022

8 minutes read

Training and saving models with CML on a self-hosted AWS EC2 runner (part 1)

In this guide we will show how you can use CML to automatically retrain a model and save its outputs to your Github repository using a provisioned AWS EC2 runner.

Rob de Wit

April 26, 2022

8 minutes read

January ’22 Community Gems

A roundup of technical Q&A's from the DVC and CML communities. This month: DVC for non-ML projects, getting started with CML, and more.

Milecia McGregor

January 31, 2022

5 minutes read

October ’21 Community Gems

A roundup of technical Q&A's from the DVC community. This month: DVC stages, working with outputs, DVC API, and more.

Milecia McGregor

October 28, 2021

6 minutes read

September ’21 Community Gems

A roundup of technical Q&A's from the DVC and CML communities. This month: data registries, working with DVC remotes, queued experiments, and more.

Milecia McGregor

September 30, 2021

4 minutes read

August ’21 Community Gems

A roundup of technical Q&A's from the DVC community. This month: separate DVC pipelines, working with CML, handling metrics, and more.

Milecia McGregor

August 31, 2021

5 minutes read