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2026-04-06Add UPH hyperparameter search script for K ablation tuningYurenHao0426
Two-phase search: screen 27 configs (d×lr×steps) on N=50, then confirm top-3 on N=200. Needed because K=8 UPH R-L (0.137) unexpectedly lower than K=4 (0.140) with default hyperparams. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>