A semiconductor device structure, along with methods of forming such, are described. The structure includes a source/drain epitaxial feature having a first semiconductor material, a first semiconductor layer having a first doped region and a first undoped region adjacent the first doped region, and the first doped region is in contact with the first semiconductor material. The structure further includes a second semiconductor layer disposed over the first semiconductor layer, and the second semiconductor layer includes a second doped region and a second undoped region adjacent the second doped region. The second doped region is in contact with the first semiconductor material. The structure further includes a gate electrode layer surrounding at least the first undoped region and the second undoped region.