Officers discovered between 1,500-2,000 pounds of high-powered fireworks in the 1200 block of West 38th Street and took one person into custody at the scene.
According to neighbors, people routinely bought illegal fireworks from inside the house.
The street value of the seized haul is more than $40,000, police said.
All types of fireworks are illegal in the city of L.A.