MeshGPT-style upgrade: triangles over a shared quantized-vertex grid with deduplicated ids, so consecutive faces share corner tokens and the model learns topology. Outputs real indexed-triangle OBJ files. 6L/256d/8h, ctx-384, ~19M params. Next: larger Q grid, vertex-codebook compression, ShapeNet-scale corpora, rigging/texturing heads.