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+ {"set": "set1_polypythia", "size": "160m-weight", "pair": [1, 2], "parent_nll": {"a": 3.3339554698966487, "b": 3.247386715883378}, "floor": 3.247386715883378, "corpus": "flores200_devtest_eng_Latn", "metric": "nats_per_token", "align_info": {"perm": {"residual": false, "hidden": 12, "heads": 0, "rejected": ["residual", "heads"]}, "orth": {"residual": false, "hidden": 12, "heads": 0, "rejected": ["residual", "heads"]}}, "predictors": {"weight_cosine": 0.5335172057430835, "weight_cosine_bn": 0.6016205514738233, "d_raw": 0.9859339009599037, "qmd_perm": 0.9855538141443547, "coord_share_perm": 0.00038550942936333457, "norm_ratio_perm": 1.0, "qmd_orth": 0.9855538141443547, "coord_share_orth": 0.00038550942936333457, "d_raw_bn_perm": 0.809148378092305, "qmd_bn_perm": 0.799212386366289, "coordinate_gap_bn_perm": 0.009935991726016002, "coord_fraction_bn_perm": 0.012279567005302132, "d_raw_bn_orth": 0.809148378092305, "qmd_bn_orth": 0.799212386366289, "coordinate_gap_bn_orth": 0.009935991726016002, "coord_fraction_bn_orth": 0.012279567005302132, "bnd_raw": 0.809148378092305, "bnd_perm": 0.799212386366289, "bnd_orth": 0.799212386366289, "coord_share_bnd_perm": 0.012279567005302132, "coord_share_bnd_orth": 0.012279567005302132, "cka_mean": 0.7081914697077819, "cka_last": 0.7689029982288645, "qmd_act_perm": 0.2454944541070333, "aligned_cka_perm": 0.7545055458929667, "qmd_act_procrustes": 0.24549445410703497, "aligned_cka_procrustes": 0.754505545892965, "qmd_act_ot": 0.24013318484351687, "aligned_cka_ot": 0.7598668151564831, "task_vector_cosine": 0.5923095855475549}, "rungs": {"M0_naive_avg": {"nll": 6.294879592328155, "delta_floor": 3.0474928764447773, "delta_vs_naive": 0.0}, "M1_perm_avg": {"nll": 5.981813434518713, "delta_floor": 2.7344267186353353, "delta_vs_naive": -0.313066157809442}, "M1_orth_avg": {"nll": 5.981813434518713, "delta_floor": 2.7344267186353353, "delta_vs_naive": -0.313066157809442}, "M2_task_arith": {"nll": 50.76781509907045, "delta_floor": 47.52042838318707, "delta_vs_naive": 44.47293550674229}, "M3_ties": {"nll": 43.882950097847356, "delta_floor": 40.635563381963976, "delta_vs_naive": 37.5880705055192}}, "barrier_naive": {"barrier": 3.0042084994381417, "losses": [3.3339554698966487, 4.929374321566169, 6.294879592328155, 5.171590965554672, 3.247386715883378]}, "barrier_perm": {"barrier": 2.691140968039078, "losses": [3.3339554698966487, 4.842388832405822, 5.981813434518713, 5.084331475125367, 3.247389463062622]}, "secs": 261.5133366584778}
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+ {"set": "set1_polypythia", "size": "160m-weight", "pair": [1, 3], "parent_nll": {"a": 3.3339554698966487, "b": 3.2535312003118886}, "floor": 3.2535312003118886, "corpus": "flores200_devtest_eng_Latn", "metric": "nats_per_token", "align_info": {"perm": {"residual": false, "hidden": 12, "heads": 0, "rejected": ["residual", "heads"]}, "orth": {"residual": false, "hidden": 12, "heads": 0, "rejected": ["residual", "heads"]}}, "predictors": {"weight_cosine": 0.560604463987937, "weight_cosine_bn": 0.6106750682555686, "d_raw": 0.9639103364236469, "qmd_perm": 0.9634652462012897, "coord_share_perm": 0.00046175479765946673, "norm_ratio_perm": 1.0, "qmd_orth": 0.9634652462012897, "coord_share_orth": 0.00046175479765946673, "d_raw_bn_perm": 0.7913184467406248, "qmd_bn_perm": 0.7808204923642403, "coordinate_gap_bn_perm": 0.010497954376384455, "coord_fraction_bn_perm": 0.013266409268764883, "d_raw_bn_orth": 0.7913184467406248, "qmd_bn_orth": 0.7808204923642403, "coordinate_gap_bn_orth": 0.010497954376384455, "coord_fraction_bn_orth": 0.013266409268764883, "bnd_raw": 0.7913184467406248, "bnd_perm": 0.7808204923642403, "bnd_orth": 0.7808204923642403, "coord_share_bnd_perm": 0.013266409268764883, "coord_share_bnd_orth": 0.013266409268764883, "cka_mean": 0.9213856504606114, "cka_last": 0.7886781981179182, "qmd_act_perm": 0.0058683763271613065, "aligned_cka_perm": 0.9941316236728387, "qmd_act_procrustes": 0.005868376327159863, "aligned_cka_procrustes": 0.9941316236728401, "qmd_act_ot": 0.006147389821590021, "aligned_cka_ot": 0.99385261017841, "task_vector_cosine": 0.6350430037660725}, "rungs": {"M0_naive_avg": {"nll": 6.742771574195817, "delta_floor": 3.489240373883929, "delta_vs_naive": 0.0}, "M1_perm_avg": {"nll": 6.461968050544276, "delta_floor": 3.2084368502323874, "delta_vs_naive": -0.2808035236515414}, "M1_orth_avg": {"nll": 6.461968050544276, "delta_floor": 3.2084368502323874, "delta_vs_naive": -0.2808035236515414}, "M2_task_arith": {"nll": 29.53061552103718, "delta_floor": 26.277084320725294, "delta_vs_naive": 22.787843946841363}, "M3_ties": {"nll": 38.271451886619374, "delta_floor": 35.017920686307484, "delta_vs_naive": 31.528680312423557}}, "barrier_naive": {"barrier": 3.4490282390915485, "losses": [3.3339554698966487, 5.075513268636864, 6.742771574195817, 5.162130635778498, 3.2535312003118886]}, "barrier_perm": {"barrier": 3.168224954325159, "losses": [3.3339554698966487, 5.049180719483855, 6.461968050544276, 5.101290887582559, 3.2535307225415853]}, "secs": 116.65238666534424}
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+ {"set": "set1_polypythia", "size": "160m-weight", "pair": [2, 3], "parent_nll": {"a": 3.247386715883378, "b": 3.2535312003118886}, "floor": 3.247386715883378, "corpus": "flores200_devtest_eng_Latn", "metric": "nats_per_token", "align_info": {"perm": {"residual": false, "hidden": 12, "heads": 0, "rejected": ["residual", "heads"]}, "orth": {"residual": false, "hidden": 12, "heads": 0, "rejected": ["residual", "heads"]}}, "predictors": {"weight_cosine": 0.6166392279159556, "weight_cosine_bn": 0.6304989893300443, "d_raw": 0.8760262024091854, "qmd_perm": 0.8755253485675468, "coord_share_perm": 0.0005717338593995786, "norm_ratio_perm": 0.9999999999999999, "qmd_orth": 0.8755253485675468, "coord_share_orth": 0.0005717338593995786, "d_raw_bn_perm": 0.7581837641256148, "qmd_bn_perm": 0.7495914991776147, "coordinate_gap_bn_perm": 0.008592264948000139, "coord_fraction_bn_perm": 0.011332694466109123, "d_raw_bn_orth": 0.7581837641256148, "qmd_bn_orth": 0.7495914991776147, "coordinate_gap_bn_orth": 0.008592264948000139, "coord_fraction_bn_orth": 0.011332694466109123, "bnd_raw": 0.7581837641256148, "bnd_perm": 0.7495914991776147, "bnd_orth": 0.7495914991776147, "coord_share_bnd_perm": 0.011332694466109123, "coord_share_bnd_orth": 0.011332694466109123, "cka_mean": 0.7384928270892102, "cka_last": 0.9060148207737955, "qmd_act_perm": 0.24178868884172888, "aligned_cka_perm": 0.7582113111582711, "qmd_act_procrustes": 0.24178868884172955, "aligned_cka_procrustes": 0.7582113111582705, "qmd_act_ot": 0.24223011048180554, "aligned_cka_ot": 0.7577698895181945, "task_vector_cosine": 0.7316137951786246}, "rungs": {"M0_naive_avg": {"nll": 6.003018552776418, "delta_floor": 2.7556318368930404, "delta_vs_naive": 0.0}, "M1_perm_avg": {"nll": 5.679112742325098, "delta_floor": 2.43172602644172, "delta_vs_naive": -0.32390581045132016}, "M1_orth_avg": {"nll": 5.679112742325098, "delta_floor": 2.43172602644172, "delta_vs_naive": -0.32390581045132016}, "M2_task_arith": {"nll": 47.91211701932485, "delta_floor": 44.66473030344147, "delta_vs_naive": 41.909098466548436}, "M3_ties": {"nll": 51.544346639554796, "delta_floor": 48.296959923671416, "delta_vs_naive": 45.54132808677838}}, "barrier_naive": {"barrier": 2.752559594678785, "losses": [3.247386715883378, 4.955691820954623, 6.003018552776418, 4.963090810757094, 3.2535312003118886]}, "barrier_perm": {"barrier": 2.4286542022764803, "losses": [3.247386715883378, 4.890124296722114, 5.679112742325098, 4.761207296890289, 3.2535303642138578]}, "secs": 99.55634212493896}