> in other words, all but the first row of a group. Interesting question. The below should work and be quick so long as there is a UNIQUE(col1, col2) constraint.
SELECT col1 , col2 FROM j WHERE col2 != (SELECT col2 FROM j AS jsub WHERE col1 = j.col1 ORDER BY col2 ASC LIMIT 1);
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