inference: frozen-emb persistence + tokenize-once tokenisation 4ad8f70 verified MikeGreen2710 commited on Jul 16
condition_tier deployed: logistic meta holdout F1 0.9277; hf_head support; KL-only trainer path 90f559d verified MikeGreen2710 commited on Jul 13