The latest version of the Paperspace desktop app is now shipping with 4K support on all Dedicated GPU machines.

All you have to do is plug-in to your 4K-enabled display, check your settings, and go!

Read the blogpost for more information.

Two additional quality of life updates have also been released: the bandwidth adjustment algorithm has been enhanced to improve streaming quality, and key/mouse input capture has been improved to provide a more reliable experience.

You should notice an overall snappier and more responsive streaming experience.

Gradient now includes the ability to tag entities for improved navigation, search, and management of your ML workflow. Tags can be created and updated in both the user interface and CLI.

You can add tags to several elements including Projects, Experiments, Models, and Deployments.

The YAML config file simplifies your work from the command line by storing default arguments for different tasks. If you find yourself repeatedly typing the same commands and want the configuration to be reusable (and with integrated version control), this tool is for you.

Instead of typing out each argument every time you want to run something from the Gradient CLI, you can save your preferred default arguments in the config.yaml file.

Read more on our blog here.