Counterexample (independent columns, no “diagonal form”)

Consider three vectors in R4\mathbb{R}^4. After row reduction you might obtain:

[102011000000]\begin{bmatrix} 1 & 0 & 2 \\ 0 & 1 & -1 \\ 0 & 0 & 0 \\ 0 & 0 & 0 \end{bmatrix}