LiteVGGT addresses the computational and memory bottlenecks of the Visual Geometry Grounded Transformer (VGGT) for large-scale 3D reconstruction. It achieves significant speedups and memory reductions by introducing a geometry-aware cached token merging strategy that preserves critical geometric information.