It could be various of reasons, including cache folder permission issue, setup issue etc, if you manage the server, just follow our wiki to check if any step missed. https://www.litespeedtech.com/support/wiki/doku.php/litespeed_wiki:cache:lscwp . Make sure you use latest LSCWP plugin.
If you are a shared hosting user, you should contact your hosting company to check.