The Coast Guard Los Angeles confirmed that there are 34 people on board the boat, and they have rescued five.
However, it's not clear if those five rescued were included in the 34 total.
"All we can say is the boat is on fire," the Coast Guard tells CNN.
Several Coast Guard agencies and others are responding right now.