results/summary.json

{
 "label": "SmolLM3-3B APO LoRA, supervised (published re-run)",
 "family": "Readout fine-tuning \u00b7 SmolLM3 (after SFT and after APO)",
 "size": "3B",
 "stage": "LoRA sup",
 "acc": 0.7052638906784982,
 "ece": 0.057626918841681425,
 "brier": 0.3628097830416841,
 "heldout_acc": 0.7406916545366327,
 "heldout_ece": 0.07353221732093843,
 "trained_acc": 0.6919784792316978,
 "tvd": 0.33711000389760293,
 "n_configs": 22,
 "T_choice": 1.2192,
 "T_score": 1.4924,
 "T_noul": 1.8579,
 "sure_loss": 0.2919306388122165,
 "frac_incoherent": 0.9641855705270341,
 "proj_gain_acc": 0.008257433623287236,
 "proj_gain_ece": 0.009138484289030219,
 "chaos_rho": 0.18360444399307768
}