The fire happend because you poured a bunch of wood chips in, exposing more wood to the heat.
By using chips instead of chunks, you're exposing more wood to the heat, so EACH individual piece can actually start the burn. Unlike a chuck on wood where it burns from the outside in.
Using chunks, not chips (unless you're cold smoking)