Let $K$ be an algebraic closed field and $X$ a normal variety over $K$. Consider a torus $T$ over $K$ which acts on $X$. Then by a theorem of Sumihiro, $X$ is covered by $T$-invariant affine open subsets.

Is this still true if one allows $T$ to be an arbitrary diagonalizable group?