MATH · IN · MODELS

Shai et al. (2024) Custom Epsilon-Machine Transformers

Research (Shai, Marzen, Teixeira, Gietelink Oldenziel & Riechers; custom-trained from scratch, arXiv:2405.15943, NeurIPS 2024 spotlight)

By model (1)

Custom GPT-2-style transformer (trained on Mess3 epsilon-machine sequences)

Papers

Transformers Represent Belief State Geometry in Their Residual Stream (2024)