I'm able to use Personal Teams with Chrome browser.
But I've installed successfully the desktop version for Ubuntu (20.10) and I can run it. But I can't authenticate using the same credentials that I'm used with chrome.
It shows a problem and then I'm clicking on "Retry". But in the end, it shows me a page with "You're not on Teams yet, but you can set it up for your organization."