The SNP formed the ruling administration with the Lib Dems and Labour in 2012.
David Alston, the council's Lib Dem group leader, said the group had found it increasingly difficult to work with the Nationalists.
The Liberal Democrats have walked out of the SNP-led coalition running Highland Council.