Simply saying, "I'm having soup." tends to avoid that conundrum. Technically you both eat and drink soup, if there is any solid substance to it, but either adjective would cause criticism if someone really wanted to be picky, so it's better to avoid using both terms when informing someone that you're consuming soup.