In the parent task we discovered that the new ML GPU hosts run well on Trixie, but the team is not ready yet to move to k8s 1.31 (that has Trixie's support).
In the last k8s SIG we decided to simply copy the Bookworm packages to Trixie Wikimedia, and try to install a trixie worker (the control plane is not needed).