dimitarpg13/semsimula-fock-parflm-depthcond-vtheta

Text Generation • Updated 1 day ago • 575

Note TinyStories-scale depth-conditioned multi-context Gaussian V_theta (bounded potential), 16.33 PPL, leak-free by construction

dimitarpg13/semsimula-fock-parflm-anisogaussian-vtheta

Text Generation • Updated 1 day ago • 488

Note TinyStories-scale depth-conditioned ANISOTROPIC (diag+low-rank r=4) multi-context Gaussian V_theta, 9.04 PPL -- new family-best bounded-potential result, beats MLP (9.70) and SQ3 (10.90), leak-free by construction

dimitarpg13/semsimula-fock-parflm-anisogaussian-vtheta-fock-g1

Text Generation • Updated 1 day ago • 610

Note Fock-G1 first-order gradient-flow ablation of the anisotropic Gaussian anchor: PPL 8.95 vs 9.04, and the learned V_theta potentials are practically indistinguishable at architecture-level (closer than the same-order gamma-sweep noise floor).

dimitarpg13/semsimula-fock-parflm-anisogaussian-vtheta-owt-d384-gammasweep

Text Generation • Updated 1 day ago • 535

Note d=384, L=16 gamma sweep (8 checkpoints) + geodesic residual analysis on OpenWebText; PPL and geodesic-residual minima coincide at gamma=0.10, chosen for the follow-on 100K-step full run.