SabaPivot/repro-high-dimensional-learning-dynamics-of-quantized-models-with-straight-through-estimator

Reproduction - High-Dimensional Learning Dynamics of Quantized Models with STE

Independent deterministic audit of all five registered claims using a 20,000-particle mean-field SDE, the source macroscopic ODE, 48 finite-dimension one-pass STE runs, plateau/drop sweeps, fixed-point stability controls, and all three small-step asymptotic regimes. All 15 scientific gates pass in two warning-strict byte-identical runs.

Primary source: https://arxiv.org/pdf/2510.10693v1 OpenReview: https://openreview.net/forum?id=bI9moH3UZw OpenReview paper ID: bI9moH3UZw arXiv version: 2510.10693v1 Primary PDF SHA-256: 6572a9be1af275679eeb66c0d47d147a0f88cbef92f2ff1529516d422d4fe6bc Implementation: independent from the formulas and algorithms in the pinned PDF. No competitor artifact or result was used.