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You are running WP on a home server, and accessing it remotely?

If so, it’s usually caused by URL in WP being set at localhost

If you view the site from any computer other than the one on which it installed, localhost doesn’t work – because every computer thinks it is localhost

This causes the computer to try to find the resources (such as a stylesheet) on itself rather than the machine WP is on

Yeah, you need to use an actual URL… a domain configured to point to your box

I hope that works out for you… it has been so long since I configured a WP install on a local machine I am quite fuzzy, but I recall working through the same problem you are having

Excellent!