Self-hosted runners

CML Cloud Runners for Model Training in Bitbucket Pipelines

Use CML from a Bitbucket pipeline to provision an AWS EC2 instance and (re)train a machine learning model.

Rob de Wit

September 6, 2022

7 minutes read

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

July ’21 Community Gems

A roundup of technical Q&A's from the DVC community. This month: self-hosted runners, DVC commits, troubleshooting remotes, and more.

Milecia McGregor

July 27, 2021

4 minutes read

CML self-hosted runners on demand with GPUs

Use your own GPUs with GitHub Actions & GitLab for continuous machine learning.

David G Ortega

August 7, 2020

5 minutes read