A plurality of smaller mass transfer or exchange columns are provided within a larger column and are filled with packing to facilitate contact between fluids flowing within the smaller columns. The smaller columns are positioned in parallel and contacting relationship and preferably fill substantially the entire cross section of the larger column. At least some of the smaller columns share a common external wall. Structured packing fills the smaller columns to facilitate interaction between fluids flowing counter currently within the smaller columns.