The central model path cannot be reached
A local file remembers the exact path of its central model. If the server is offline, the VPN has dropped, or the central was opened through a mapped drive letter that is different on your machine, Revit cannot reach the central and the synchronization fails.
Open the central model folder in Windows Explorer from the same machine. If it does not open, fix the connection first. Agree on one path for the whole team, preferably a UNC path such as \\server\projects\..., instead of drive letters that differ between workstations.
Ask a teammate whose sync works which path they open the central from, and compare it with the path you used when you created your local.