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  {"set": "set1_polypythia", "size": "160m", "pair": [3, 9], "parent_nll": {"a": 3.261710986232571, "b": 3.262358126108427}, "floor": 3.261710986232571, "corpus": "flores200_devtest_eng_Latn", "metric": "nats_per_token", "align_info": {"perm": {"residual": true, "hidden": 12, "heads": 12, "rejected": []}, "orth": {"residual": true, "hidden": 12, "heads": 12, "rejected": []}}, "predictors": {"weight_cosine": 0.04599743557234181, "weight_cosine_bn": 0.19557322757001547, "d_raw": 1.3813292151099368, "qmd_perm": 1.3263182079076905, "coord_share_perm": 0.03982468958196043, "norm_ratio_perm": 1.0000000000000004, "qmd_orth": 1.3175604200224635, "coord_share_orth": 0.04616480589125745, "d_raw_bn_perm": 1.1885873138550083, "qmd_bn_perm": 1.0851679344641945, "coordinate_gap_bn_perm": 0.1034193793908138, "coord_fraction_bn_perm": 0.08701033418856562, "d_raw_bn_orth": 1.1885873138550083, "qmd_bn_orth": 1.0493943302625177, "coordinate_gap_bn_orth": 0.13919298359249055, "coord_fraction_bn_orth": 0.11710791623800743, "bnd_raw": 1.1885873138550083, "bnd_perm": 1.0851679344641945, "bnd_orth": 1.0493943302625177, "coord_share_bnd_perm": 0.08701033418856562, "coord_share_bnd_orth": 0.11710791623800743, "cka_mean": 0.9348071879253609, "cka_last": 0.8805740746903656, "qmd_act_perm": 0.0034425700382454405, "aligned_cka_perm": 0.9965574299617546, "qmd_act_procrustes": 0.0034425700382456625, "aligned_cka_procrustes": 0.9965574299617543, "qmd_act_ot": 0.004558563735034826, "aligned_cka_ot": 0.9954414362649652, "task_vector_cosine": 0.5918257433866034}, "rungs": {"M0_naive_avg": {"nll": 12.877442361790607, "delta_floor": 9.615731375558035, "delta_vs_naive": 0.0}, "M1_perm_avg": {"nll": 9.736212504586595, "delta_floor": 6.474501518354024, "delta_vs_naive": -3.141229857204012}, "M1_orth_avg": {"nll": 9.897941096654844, "delta_floor": 6.6362301104222725, "delta_vs_naive": -2.979501265135763}, "M2_task_arith": {"nll": 38.35571336839531, "delta_floor": 35.094002382162735, "delta_vs_naive": 25.4782710066047}, "M3_ties": {"nll": 61.23644661203522, "delta_floor": 57.97473562580265, "delta_vs_naive": 48.35900425024462}}, "barrier_naive": {"barrier": 9.615407805620109, "losses": [3.261710986232571, 8.716628222082926, 12.877442361790607, 9.4438763224682, 3.262358126108427]}, "barrier_perm": {"barrier": 6.474177769252232, "losses": [3.261710986232571, 8.291633859772505, 9.736212504586595, 7.8189307882827785, 3.2623584844361546]}, "secs": 109.54506397247314}
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25
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26
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