collaborators

1 paper

math.AT2026

Geometric Realizations of Capability Spaces of Large Models and Zigzag Persistent Homology

Yu-Zhe Liu, Shengda Liu, Jianyong Pi +1

We propose a topological model for capability changes during large-model training. The model represents knowledge states and preregistered capability probes as subcomplexes of a fi…