I have uninstalled and reinstalled with version 5 after reading the other posts and I'm having the same issue with many images not showing up.
It pulls 884 posts then states
Problem communicating with Tumblr, retrying later
In the progress it states it's in progress, but It has been awhile.
Thanks in advance for your help: