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10M
DCLM-Baseline
mmlu_human_sexuality
15,000
default
5xC
983,040,000
58,395,124,039,680,000
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10M
DCLM-Baseline
mmlu_human_sexuality
15,117
small aux 2
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.366412213740458, 'predicted_index_per_token': 1.4809160305343512, 'predicted_index_per_char': 1.3969465648854962, 'predicted_index_per_byte': 1.3969465648854962, 'predicted_index_uncond': 1.5267175572519085, 'correct_choice': 1.534351145038168, 'acc_raw': 0.31297709923664124, 'acc_per_token': 0.3435114503816794, 'acc_per_char': 0.3053435114503817, 'acc_per_byte': 0.3053435114503817, 'acc_uncond': 0.2824427480916031, 'no_answer': 0.0, 'sum_logits_corr': -26.425879052577127, 'logits_per_token_corr': -5.931608499247832, 'logits_per_char_corr': -1.2091685324485815, 'bits_per_byte_corr': 1.7444614453638077, 'correct_prob': 0.00011529591932469055, 'correct_prob_per_token': 0.012242820312345389, 'correct_prob_per_char': 0.3371272496430053, 'margin': -7.409789576376463e-05, 'margin_per_token': -0.0015741879687949031, 'margin_per_char': -0.06592769285335369, 'total_prob': 0.000440664108288719, 'total_prob_per_token': 0.03548551991062032, 'total_prob_per_char': 1.3381262459742298, 'uncond_correct_prob': 0.000387669838825424, 'uncond_correct_prob_per_token': 0.004601480167609081, 'uncond_correct_prob_per_char': 0.2614041108185926, 'uncond_total_prob': 0.0010568135583033456, 'norm_correct_prob': 0.3084845006910122, 'norm_correct_prob_per_token': 0.30551996677149684, 'norm_correct_prob_per_char': 0.25282525500459396, 'primary_metric': 0.31297709923664124}
10M
DCLM-Baseline
mmlu_human_sexuality
15,117
small aux 3
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.3129770992366412, 'predicted_index_per_token': 1.3893129770992367, 'predicted_index_per_char': 1.3893129770992367, 'predicted_index_per_byte': 1.3893129770992367, 'predicted_index_uncond': 1.4045801526717556, 'correct_choice': 1.534351145038168, 'acc_raw': 0.2900763358778626, 'acc_per_token': 0.3511450381679389, 'acc_per_char': 0.24427480916030533, 'acc_per_byte': 0.24427480916030533, 'acc_uncond': 0.22137404580152673, 'no_answer': 0.0, 'sum_logits_corr': -27.23185561449473, 'logits_per_token_corr': -6.070567221636975, 'logits_per_char_corr': -1.2488906658963503, 'bits_per_byte_corr': 1.8017683703024745, 'correct_prob': 8.547957653945031e-05, 'correct_prob_per_token': 0.00971776759444333, 'correct_prob_per_char': 0.3256891475098314, 'margin': -2.1259548202827426e-05, 'margin_per_token': -0.003921606109861616, 'margin_per_char': -0.06945359593892397, 'total_prob': 0.00025291743416922067, 'total_prob_per_token': 0.03215471373932944, 'total_prob_per_char': 1.3057917226986397, 'uncond_correct_prob': 0.00011004615827281793, 'uncond_correct_prob_per_token': 0.005331829106789968, 'uncond_correct_prob_per_char': 0.270638327147891, 'uncond_total_prob': 0.0002369911422225514, 'norm_correct_prob': 0.29034643488673906, 'norm_correct_prob_per_token': 0.30318412566566394, 'norm_correct_prob_per_char': 0.25334310705250696, 'primary_metric': 0.2900763358778626}
10M
DCLM-Baseline
mmlu_human_sexuality
15,117
default
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.4198473282442747, 'predicted_index_per_token': 1.5114503816793894, 'predicted_index_per_char': 1.4961832061068703, 'predicted_index_per_byte': 1.4961832061068703, 'predicted_index_uncond': 1.6106870229007633, 'correct_choice': 1.534351145038168, 'acc_raw': 0.26717557251908397, 'acc_per_token': 0.29770992366412213, 'acc_per_char': 0.26717557251908397, 'acc_per_byte': 0.26717557251908397, 'acc_uncond': 0.22137404580152673, 'no_answer': 0.0, 'sum_logits_corr': -26.819487153118803, 'logits_per_token_corr': -5.995383492349892, 'logits_per_char_corr': -1.2437039204181932, 'bits_per_byte_corr': 1.7942854783227782, 'correct_prob': 3.9744959112069155e-05, 'correct_prob_per_token': 0.0108758787844017, 'correct_prob_per_char': 0.3325438835917338, 'margin': -8.746947288928041e-05, 'margin_per_token': -0.003010232835549078, 'margin_per_char': -0.07177875186246843, 'total_prob': 0.00020833731163442438, 'total_prob_per_token': 0.03382618911076754, 'total_prob_per_char': 1.3383908390835109, 'uncond_correct_prob': 6.200692977897353e-05, 'uncond_correct_prob_per_token': 0.004635528349021968, 'uncond_correct_prob_per_char': 0.2600227910138733, 'uncond_total_prob': 0.00015607182096580123, 'norm_correct_prob': 0.28130462736801587, 'norm_correct_prob_per_token': 0.2902662154151045, 'norm_correct_prob_per_char': 0.24994468343179438, 'primary_metric': 0.26717557251908397}
10M
DCLM-Baseline
mmlu_international_law
0
small aux 2
5xC
0
0
{'predicted_index_raw': 1.2892561983471074, 'predicted_index_per_token': 1.5702479338842976, 'predicted_index_per_char': 1.537190082644628, 'predicted_index_per_byte': 1.537190082644628, 'predicted_index_uncond': 1.578512396694215, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.10743801652892562, 'acc_per_token': 0.23140495867768596, 'acc_per_char': 0.15702479338842976, 'acc_per_byte': 0.15702479338842976, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -213.21126223792714, 'logits_per_token_corr': -10.850859944118033, 'logits_per_char_corr': -1.9930187890292617, 'bits_per_byte_corr': 2.8753183233331088, 'correct_prob': 1.7423400424823167e-12, 'correct_prob_per_token': 1.9437875158259552e-05, 'correct_prob_per_char': 0.14287996661389468, 'margin': -1.5209882189654804e-07, 'margin_per_token': -7.792316820437947e-07, 'margin_per_char': -0.03501040864748605, 'total_prob': 1.5211220468335712e-07, 'total_prob_per_token': 7.760931750747721e-05, 'total_prob_per_char': 0.5931469679396745, 'uncond_correct_prob': 4.382678353527625e-12, 'uncond_correct_prob_per_token': 1.9411348305341913e-05, 'uncond_correct_prob_per_char': 0.14287963978727417, 'uncond_total_prob': 1.9382400392621135e-07, 'norm_correct_prob': 0.10116600722251873, 'norm_correct_prob_per_token': 0.2503904785009965, 'norm_correct_prob_per_char': 0.24220760912283923, 'primary_metric': 0.10743801652892562}
10M
DCLM-Baseline
mmlu_international_law
0
small aux 3
5xC
0
0
{'predicted_index_raw': 1.2644628099173554, 'predicted_index_per_token': 1.5206611570247934, 'predicted_index_per_char': 1.4545454545454546, 'predicted_index_per_byte': 1.4545454545454546, 'predicted_index_uncond': 1.487603305785124, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.11570247933884298, 'acc_per_token': 0.256198347107438, 'acc_per_char': 0.17355371900826447, 'acc_per_byte': 0.17355371900826447, 'acc_uncond': 0.2809917355371901, 'no_answer': 0.0, 'sum_logits_corr': -212.65712064947965, 'logits_per_token_corr': -10.824077435412095, 'logits_per_char_corr': -1.9887940457284217, 'bits_per_byte_corr': 2.8692233071239537, 'correct_prob': 3.957540964076914e-12, 'correct_prob_per_token': 1.9946093235852044e-05, 'correct_prob_per_char': 0.14362247856800717, 'margin': -2.3037365032912516e-07, 'margin_per_token': -9.36069853158766e-07, 'margin_per_char': -0.03533713918916846, 'total_prob': 2.3039343986041972e-07, 'total_prob_per_token': 7.950145701432189e-05, 'total_prob_per_char': 0.5958829816207996, 'uncond_correct_prob': 2.6524648237371765e-12, 'uncond_correct_prob_per_token': 1.9632379575166208e-05, 'uncond_correct_prob_per_char': 0.14314328662871512, 'uncond_total_prob': 1.7004461318754557e-07, 'norm_correct_prob': 0.10333405722594749, 'norm_correct_prob_per_token': 0.2509530729052791, 'norm_correct_prob_per_char': 0.24228405331013592, 'primary_metric': 0.11570247933884298}
10M
DCLM-Baseline
mmlu_international_law
0
default
5xC
0
0
{'predicted_index_raw': 1.2727272727272727, 'predicted_index_per_token': 1.371900826446281, 'predicted_index_per_char': 1.4793388429752066, 'predicted_index_per_byte': 1.4793388429752066, 'predicted_index_uncond': 1.421487603305785, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09917355371900827, 'acc_per_token': 0.2231404958677686, 'acc_per_char': 0.18181818181818182, 'acc_per_byte': 0.18181818181818182, 'acc_uncond': 0.2231404958677686, 'no_answer': 0.0, 'sum_logits_corr': -213.26852470587107, 'logits_per_token_corr': -10.854821543230177, 'logits_per_char_corr': -1.9943094756816768, 'bits_per_byte_corr': 2.8771803905658913, 'correct_prob': 2.725148426288455e-12, 'correct_prob_per_token': 1.9332995241932622e-05, 'correct_prob_per_char': 0.14283373775941924, 'margin': -1.311134825055928e-07, 'margin_per_token': -8.288459727550702e-07, 'margin_per_char': -0.035384334980345815, 'total_prob': 1.3113023414289852e-07, 'total_prob_per_token': 7.730978365678343e-05, 'total_prob_per_char': 0.5930488814967139, 'uncond_correct_prob': 1.8120372162925385e-12, 'uncond_correct_prob_per_token': 2.001317098647654e-05, 'uncond_correct_prob_per_char': 0.1436604790468837, 'uncond_total_prob': 2.9087593024501077e-07, 'norm_correct_prob': 0.09466081939230517, 'norm_correct_prob_per_token': 0.25016094882120915, 'norm_correct_prob_per_char': 0.24208989530994654, 'primary_metric': 0.09917355371900827}
10M
DCLM-Baseline
mmlu_international_law
2,500
small aux 2
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.2231404958677685, 'predicted_index_per_token': 1.4958677685950412, 'predicted_index_per_char': 1.4545454545454546, 'predicted_index_per_byte': 1.4545454545454546, 'predicted_index_uncond': 1.743801652892562, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.11570247933884298, 'acc_per_token': 0.2644628099173554, 'acc_per_char': 0.2231404958677686, 'acc_per_byte': 0.2231404958677686, 'acc_uncond': 0.19834710743801653, 'no_answer': 0.0, 'sum_logits_corr': -98.98481208233794, 'logits_per_token_corr': -5.213193305446143, 'logits_per_char_corr': -0.9579458658865642, 'bits_per_byte_corr': 1.382023750155623, 'correct_prob': 5.161183862260651e-07, 'correct_prob_per_token': 0.007481693463852952, 'correct_prob_per_char': 0.3940543545706215, 'margin': -0.00011033120260079207, 'margin_per_token': -0.004352605589470891, 'margin_per_char': -0.04536568269485967, 'total_prob': 0.00011146731429004857, 'total_prob_per_token': 0.02980521241373173, 'total_prob_per_char': 1.5880326893751675, 'uncond_correct_prob': 6.516923141796314e-09, 'uncond_correct_prob_per_token': 0.004746745008101313, 'uncond_correct_prob_per_char': 0.3591738622313513, 'uncond_total_prob': 4.827938848494152e-06, 'norm_correct_prob': 0.1029003395944132, 'norm_correct_prob_per_token': 0.2569788316623834, 'norm_correct_prob_per_char': 0.24840698007137885, 'primary_metric': 0.11570247933884298}
10M
DCLM-Baseline
mmlu_international_law
2,500
small aux 3
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.256198347107438, 'predicted_index_per_token': 1.5206611570247934, 'predicted_index_per_char': 1.56198347107438, 'predicted_index_per_byte': 1.56198347107438, 'predicted_index_uncond': 1.5454545454545454, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09090909090909091, 'acc_per_token': 0.24793388429752067, 'acc_per_char': 0.23140495867768596, 'acc_per_byte': 0.23140495867768596, 'acc_uncond': 0.3305785123966942, 'no_answer': 0.0, 'sum_logits_corr': -99.27639094266024, 'logits_per_token_corr': -5.234404071243839, 'logits_per_char_corr': -0.9617463734278782, 'bits_per_byte_corr': 1.387506723538342, 'correct_prob': 2.788766610702596e-07, 'correct_prob_per_token': 0.007492781405534259, 'correct_prob_per_char': 0.39262777216747685, 'margin': -0.0001412979060698246, 'margin_per_token': -0.0053355771683259836, 'margin_per_char': -0.04698563000358284, 'total_prob': 0.00014188530397018628, 'total_prob_per_token': 0.03162240664124755, 'total_prob_per_char': 1.5902394297768523, 'uncond_correct_prob': 2.440079732950843e-10, 'uncond_correct_prob_per_token': 0.003631978832738574, 'uncond_correct_prob_per_char': 0.34026257427688333, 'uncond_total_prob': 6.403743860342058e-06, 'norm_correct_prob': 0.08490754773562166, 'norm_correct_prob_per_token': 0.25098533518998745, 'norm_correct_prob_per_char': 0.24814668488194525, 'primary_metric': 0.09090909090909091}
10M
DCLM-Baseline
mmlu_international_law
2,500
default
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.2396694214876034, 'predicted_index_per_token': 1.5289256198347108, 'predicted_index_per_char': 1.5289256198347108, 'predicted_index_per_byte': 1.5289256198347108, 'predicted_index_uncond': 1.6446280991735538, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09917355371900827, 'acc_per_token': 0.2644628099173554, 'acc_per_char': 0.23140495867768596, 'acc_per_byte': 0.23140495867768596, 'acc_uncond': 0.3140495867768595, 'no_answer': 0.0, 'sum_logits_corr': -99.1677471113599, 'logits_per_token_corr': -5.25090170682636, 'logits_per_char_corr': -0.964207623499354, 'bits_per_byte_corr': 1.3910575568108496, 'correct_prob': 2.621039432345402e-07, 'correct_prob_per_token': 0.007569404047165098, 'correct_prob_per_char': 0.39207770329178804, 'margin': -3.754464354803603e-05, 'margin_per_token': -0.0046285135107058525, 'margin_per_char': -0.046010212225466876, 'total_prob': 3.807791746279625e-05, 'total_prob_per_token': 0.03050394668178255, 'total_prob_per_char': 1.5772793998980572, 'uncond_correct_prob': 1.2701839226273531e-08, 'uncond_correct_prob_per_token': 0.004541074960852823, 'uncond_correct_prob_per_char': 0.3578913836099038, 'uncond_total_prob': 1.8652338790314342e-05, 'norm_correct_prob': 0.0964731138075555, 'norm_correct_prob_per_token': 0.2616831350726557, 'norm_correct_prob_per_char': 0.2500373796582058, 'primary_metric': 0.09917355371900827}
10M
DCLM-Baseline
mmlu_international_law
3,750
small aux 2
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.2231404958677685, 'predicted_index_per_token': 1.537190082644628, 'predicted_index_per_char': 1.7024793388429753, 'predicted_index_per_byte': 1.7024793388429753, 'predicted_index_uncond': 1.603305785123967, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09917355371900827, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2396694214876033, 'acc_per_byte': 0.2396694214876033, 'acc_uncond': 0.23140495867768596, 'no_answer': 0.0, 'sum_logits_corr': -95.97859104408705, 'logits_per_token_corr': -5.058437362917562, 'logits_per_char_corr': -0.9321637024660179, 'bits_per_byte_corr': 1.3448279508453855, 'correct_prob': 1.2564097327416475e-07, 'correct_prob_per_token': 0.008807297911891745, 'correct_prob_per_char': 0.40512332830401604, 'margin': -6.223842415765012e-05, 'margin_per_token': -0.004983576570582399, 'margin_per_char': -0.0450164653184859, 'total_prob': 6.253068343795618e-05, 'total_prob_per_token': 0.03479224215156199, 'total_prob_per_char': 1.628711008315029, 'uncond_correct_prob': 4.005894669867784e-08, 'uncond_correct_prob_per_token': 0.0052339563650485475, 'uncond_correct_prob_per_char': 0.36681499130240164, 'uncond_total_prob': 4.4234072510484046e-06, 'norm_correct_prob': 0.10469659020396205, 'norm_correct_prob_per_token': 0.2592983081693556, 'norm_correct_prob_per_char': 0.24933887343970046, 'primary_metric': 0.09917355371900827}
10M
DCLM-Baseline
mmlu_international_law
3,750
small aux 3
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.1735537190082646, 'predicted_index_per_token': 1.421487603305785, 'predicted_index_per_char': 1.4462809917355373, 'predicted_index_per_byte': 1.4462809917355373, 'predicted_index_uncond': 1.4958677685950412, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.08264462809917356, 'acc_per_token': 0.256198347107438, 'acc_per_char': 0.21487603305785125, 'acc_per_byte': 0.21487603305785125, 'acc_uncond': 0.32231404958677684, 'no_answer': 0.0, 'sum_logits_corr': -98.35321315260958, 'logits_per_token_corr': -5.208868546626456, 'logits_per_char_corr': -0.9590860694080138, 'bits_per_byte_corr': 1.3836687161216237, 'correct_prob': 1.3485393684194167e-07, 'correct_prob_per_token': 0.00766838887388058, 'correct_prob_per_char': 0.39465599570474935, 'margin': -4.716693308206513e-05, 'margin_per_token': -0.005505140257043624, 'margin_per_char': -0.04591421218036046, 'total_prob': 4.744487565454162e-05, 'total_prob_per_token': 0.032332398983658556, 'total_prob_per_char': 1.5952189350034398, 'uncond_correct_prob': 1.8102524886436845e-09, 'uncond_correct_prob_per_token': 0.004519530139336512, 'uncond_correct_prob_per_char': 0.35730477730116433, 'uncond_total_prob': 2.7713400776741354e-06, 'norm_correct_prob': 0.08427809771855345, 'norm_correct_prob_per_token': 0.2528871961669486, 'norm_correct_prob_per_char': 0.2482758742994856, 'primary_metric': 0.08264462809917356}
10M
DCLM-Baseline
mmlu_international_law
3,750
default
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.1900826446280992, 'predicted_index_per_token': 1.6115702479338843, 'predicted_index_per_char': 1.512396694214876, 'predicted_index_per_byte': 1.512396694214876, 'predicted_index_uncond': 1.5867768595041323, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.11570247933884298, 'acc_per_token': 0.2231404958677686, 'acc_per_char': 0.23140495867768596, 'acc_per_byte': 0.23140495867768596, 'acc_uncond': 0.33884297520661155, 'no_answer': 0.0, 'sum_logits_corr': -96.68718832977547, 'logits_per_token_corr': -5.0699220801510245, 'logits_per_char_corr': -0.9325071381642468, 'bits_per_byte_corr': 1.345323423824085, 'correct_prob': 5.032741912376493e-07, 'correct_prob_per_token': 0.008719673756431883, 'correct_prob_per_char': 0.40425871065399394, 'margin': -0.00018292411925426464, 'margin_per_token': -0.006075115776864136, 'margin_per_char': -0.04859306919939012, 'total_prob': 0.00018396764170641025, 'total_prob_per_token': 0.03660130530672928, 'total_prob_per_char': 1.6363947617645294, 'uncond_correct_prob': 2.633440701219848e-09, 'uncond_correct_prob_per_token': 0.004275530079296361, 'uncond_correct_prob_per_char': 0.35336934992848357, 'uncond_total_prob': 2.099263214058978e-06, 'norm_correct_prob': 0.10718692927466572, 'norm_correct_prob_per_token': 0.2541612417783129, 'norm_correct_prob_per_char': 0.24851042315539407, 'primary_metric': 0.11570247933884298}
10M
DCLM-Baseline
mmlu_international_law
5,000
small aux 2
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.1818181818181819, 'predicted_index_per_token': 1.4462809917355373, 'predicted_index_per_char': 1.6446280991735538, 'predicted_index_per_byte': 1.6446280991735538, 'predicted_index_uncond': 1.5950413223140496, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.14049586776859505, 'acc_per_token': 0.2809917355371901, 'acc_per_char': 0.2066115702479339, 'acc_per_byte': 0.2066115702479339, 'acc_uncond': 0.3305785123966942, 'no_answer': 0.0, 'sum_logits_corr': -94.66509733909417, 'logits_per_token_corr': -4.970803964047138, 'logits_per_char_corr': -0.9128500557787431, 'bits_per_byte_corr': 1.3169642485481523, 'correct_prob': 5.37999091321393e-07, 'correct_prob_per_token': 0.009441728229562744, 'correct_prob_per_char': 0.4109289966104257, 'margin': -9.722940676150962e-05, 'margin_per_token': -0.005439512468662795, 'margin_per_char': -0.04650930750104086, 'total_prob': 9.840687645874563e-05, 'total_prob_per_token': 0.03793814698736248, 'total_prob_per_char': 1.6555789773585785, 'uncond_correct_prob': 1.9095008041372946e-08, 'uncond_correct_prob_per_token': 0.005264435485765823, 'uncond_correct_prob_per_char': 0.3662013967002446, 'uncond_total_prob': 1.3298285854649075e-05, 'norm_correct_prob': 0.118964229866045, 'norm_correct_prob_per_token': 0.2592272133195194, 'norm_correct_prob_per_char': 0.24917716258330858, 'primary_metric': 0.14049586776859505}
10M
DCLM-Baseline
mmlu_international_law
5,000
small aux 3
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.1818181818181819, 'predicted_index_per_token': 1.4710743801652892, 'predicted_index_per_char': 1.4793388429752066, 'predicted_index_per_byte': 1.4793388429752066, 'predicted_index_uncond': 1.4710743801652892, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09090909090909091, 'acc_per_token': 0.21487603305785125, 'acc_per_char': 0.2231404958677686, 'acc_per_byte': 0.2231404958677686, 'acc_uncond': 0.30578512396694213, 'no_answer': 0.0, 'sum_logits_corr': -95.72812753472446, 'logits_per_token_corr': -5.0771235275678865, 'logits_per_char_corr': -0.9342311590584667, 'bits_per_byte_corr': 1.3478106602185667, 'correct_prob': 6.301752222144466e-07, 'correct_prob_per_token': 0.008866593367153671, 'correct_prob_per_char': 0.404633485896461, 'margin': -9.08988335794704e-05, 'margin_per_token': -0.0058648042025514985, 'margin_per_char': -0.0491117212499869, 'total_prob': 9.21959609372813e-05, 'total_prob_per_token': 0.036865765105220154, 'total_prob_per_char': 1.6380513501331353, 'uncond_correct_prob': 2.1708058605765072e-08, 'uncond_correct_prob_per_token': 0.004986607714787787, 'uncond_correct_prob_per_char': 0.3636834512382593, 'uncond_total_prob': 5.651710229703988e-06, 'norm_correct_prob': 0.09071009595666167, 'norm_correct_prob_per_token': 0.24925456962108083, 'norm_correct_prob_per_char': 0.24768131746949, 'primary_metric': 0.09090909090909091}
10M
DCLM-Baseline
mmlu_international_law
5,000
default
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.2644628099173554, 'predicted_index_per_token': 1.5702479338842976, 'predicted_index_per_char': 1.6115702479338843, 'predicted_index_per_byte': 1.6115702479338843, 'predicted_index_uncond': 1.578512396694215, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09090909090909091, 'acc_per_token': 0.2396694214876033, 'acc_per_char': 0.21487603305785125, 'acc_per_byte': 0.21487603305785125, 'acc_uncond': 0.33884297520661155, 'no_answer': 0.0, 'sum_logits_corr': -95.17926521931798, 'logits_per_token_corr': -5.030979221975556, 'logits_per_char_corr': -0.9259133729341017, 'bits_per_byte_corr': 1.3358106314257616, 'correct_prob': 3.779753693073419e-08, 'correct_prob_per_token': 0.00920078839493045, 'correct_prob_per_char': 0.40743946917509893, 'margin': -0.0001506202238409449, 'margin_per_token': -0.006181668029689798, 'margin_per_char': -0.049301496872587725, 'total_prob': 0.0001507412137951394, 'total_prob_per_token': 0.03833524141727683, 'total_prob_per_char': 1.648918741882138, 'uncond_correct_prob': 1.0524484715568834e-09, 'uncond_correct_prob_per_token': 0.004470986762441729, 'uncond_correct_prob_per_char': 0.35473538585155423, 'uncond_total_prob': 6.451192215071388e-06, 'norm_correct_prob': 0.0878317246208149, 'norm_correct_prob_per_token': 0.2510573246147012, 'norm_correct_prob_per_char': 0.2477908124886049, 'primary_metric': 0.09090909090909091}
10M
DCLM-Baseline
mmlu_international_law
7,500
small aux 2
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.256198347107438, 'predicted_index_per_token': 1.5537190082644627, 'predicted_index_per_char': 1.603305785123967, 'predicted_index_per_byte': 1.603305785123967, 'predicted_index_uncond': 1.5867768595041323, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.10743801652892562, 'acc_per_token': 0.2231404958677686, 'acc_per_char': 0.18181818181818182, 'acc_per_byte': 0.18181818181818182, 'acc_uncond': 0.2809917355371901, 'no_answer': 0.0, 'sum_logits_corr': -92.39714153147926, 'logits_per_token_corr': -4.856336029595962, 'logits_per_char_corr': -0.8930733062806667, 'bits_per_byte_corr': 1.288432430122354, 'correct_prob': 7.6147519744801076e-06, 'correct_prob_per_token': 0.010994303257088051, 'correct_prob_per_char': 0.4203646669150829, 'margin': -0.0001238372488571061, 'margin_per_token': -0.006923370878263957, 'margin_per_char': -0.051139479549769155, 'total_prob': 0.00013950255000269308, 'total_prob_per_token': 0.04447914350228013, 'total_prob_per_char': 1.697807776272066, 'uncond_correct_prob': 1.919603762956847e-08, 'uncond_correct_prob_per_token': 0.005493545302903526, 'uncond_correct_prob_per_char': 0.36989283668583056, 'uncond_total_prob': 2.3988723034428338e-05, 'norm_correct_prob': 0.10259796401154984, 'norm_correct_prob_per_token': 0.24959362467270185, 'norm_correct_prob_per_char': 0.24787139153718846, 'primary_metric': 0.10743801652892562}
10M
DCLM-Baseline
mmlu_international_law
7,500
small aux 3
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.2066115702479339, 'predicted_index_per_token': 1.4297520661157024, 'predicted_index_per_char': 1.4462809917355373, 'predicted_index_per_byte': 1.4462809917355373, 'predicted_index_uncond': 1.4958677685950412, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.10743801652892562, 'acc_per_token': 0.2066115702479339, 'acc_per_char': 0.21487603305785125, 'acc_per_byte': 0.21487603305785125, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -92.64759948825048, 'logits_per_token_corr': -4.8851454904280445, 'logits_per_char_corr': -0.900815977134672, 'bits_per_byte_corr': 1.2996027429666708, 'correct_prob': 1.7139895157524693e-07, 'correct_prob_per_token': 0.010642428809175162, 'correct_prob_per_char': 0.4181234961135661, 'margin': -0.00023332450260563106, 'margin_per_token': -0.007322430652720226, 'margin_per_char': -0.050863134977160496, 'total_prob': 0.00023371542977189855, 'total_prob_per_token': 0.044460316870830074, 'total_prob_per_char': 1.692434995811891, 'uncond_correct_prob': 3.277312067035733e-08, 'uncond_correct_prob_per_token': 0.005331358445752429, 'uncond_correct_prob_per_char': 0.36845319832930123, 'uncond_total_prob': 5.671994993816991e-06, 'norm_correct_prob': 0.10942738908123997, 'norm_correct_prob_per_token': 0.24854968704297437, 'norm_correct_prob_per_char': 0.2478876682739416, 'primary_metric': 0.10743801652892562}
10M
DCLM-Baseline
mmlu_international_law
7,500
default
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.1900826446280992, 'predicted_index_per_token': 1.5702479338842976, 'predicted_index_per_char': 1.4710743801652892, 'predicted_index_per_byte': 1.4710743801652892, 'predicted_index_uncond': 1.43801652892562, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.10743801652892562, 'acc_per_token': 0.256198347107438, 'acc_per_char': 0.19834710743801653, 'acc_per_byte': 0.19834710743801653, 'acc_uncond': 0.33884297520661155, 'no_answer': 0.0, 'sum_logits_corr': -93.41831534362036, 'logits_per_token_corr': -4.931636264253517, 'logits_per_char_corr': -0.9085507403707493, 'bits_per_byte_corr': 1.3107616475298183, 'correct_prob': 1.4872662610622886e-07, 'correct_prob_per_token': 0.010031814295568006, 'correct_prob_per_char': 0.4145655622167551, 'margin': -0.00011000832008087865, 'margin_per_token': -0.0070104723361230385, 'margin_per_char': -0.054618802528204696, 'total_prob': 0.0001103320506375569, 'total_prob_per_token': 0.04293147285517683, 'total_prob_per_char': 1.683895958483963, 'uncond_correct_prob': 2.080209622137988e-08, 'uncond_correct_prob_per_token': 0.005144084241093387, 'uncond_correct_prob_per_char': 0.3654632442905742, 'uncond_total_prob': 1.1216138832834484e-05, 'norm_correct_prob': 0.09909062156724373, 'norm_correct_prob_per_token': 0.24588074024363218, 'norm_correct_prob_per_char': 0.24693048033359016, 'primary_metric': 0.10743801652892562}
10M
DCLM-Baseline
mmlu_international_law
8,750
small aux 2
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.2644628099173554, 'predicted_index_per_token': 1.462809917355372, 'predicted_index_per_char': 1.603305785123967, 'predicted_index_per_byte': 1.603305785123967, 'predicted_index_uncond': 1.7520661157024793, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.08264462809917356, 'acc_per_token': 0.2231404958677686, 'acc_per_char': 0.19834710743801653, 'acc_per_byte': 0.19834710743801653, 'acc_uncond': 0.23140495867768596, 'no_answer': 0.0, 'sum_logits_corr': -91.27415980189299, 'logits_per_token_corr': -4.8109275375255764, 'logits_per_char_corr': -0.8863249198103169, 'bits_per_byte_corr': 1.2786965664275711, 'correct_prob': 4.139525987035191e-06, 'correct_prob_per_token': 0.011569088418491141, 'correct_prob_per_char': 0.42413413590586463, 'margin': -0.00017311183316397983, 'margin_per_token': -0.007378557351245015, 'margin_per_char': -0.05109649462672652, 'total_prob': 0.00018154376117665634, 'total_prob_per_token': 0.04713043426058847, 'total_prob_per_char': 1.7145665196257769, 'uncond_correct_prob': 5.802693780988973e-08, 'uncond_correct_prob_per_token': 0.005563218203243871, 'uncond_correct_prob_per_char': 0.3696791120287722, 'uncond_total_prob': 8.595216829276325e-05, 'norm_correct_prob': 0.08905291977702283, 'norm_correct_prob_per_token': 0.2504695064861833, 'norm_correct_prob_per_char': 0.2476143355048217, 'primary_metric': 0.08264462809917356}
10M
DCLM-Baseline
mmlu_international_law
8,750
small aux 3
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.2314049586776858, 'predicted_index_per_token': 1.512396694214876, 'predicted_index_per_char': 1.5289256198347108, 'predicted_index_per_byte': 1.5289256198347108, 'predicted_index_uncond': 1.4462809917355373, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.10743801652892562, 'acc_per_token': 0.2644628099173554, 'acc_per_char': 0.19008264462809918, 'acc_per_byte': 0.19008264462809918, 'acc_uncond': 0.33884297520661155, 'no_answer': 0.0, 'sum_logits_corr': -91.41874407933763, 'logits_per_token_corr': -4.792945989085271, 'logits_per_char_corr': -0.8840292566501917, 'bits_per_byte_corr': 1.2753846245709046, 'correct_prob': 5.494862409202339e-06, 'correct_prob_per_token': 0.011324262149064644, 'correct_prob_per_char': 0.4244797555974472, 'margin': -0.0002604283041838545, 'margin_per_token': -0.007224311843372868, 'margin_per_char': -0.05165593171782456, 'total_prob': 0.00027152226491177416, 'total_prob_per_token': 0.04675462539594042, 'total_prob_per_char': 1.7158687830144577, 'uncond_correct_prob': 1.0691883185182204e-08, 'uncond_correct_prob_per_token': 0.005400878790797795, 'uncond_correct_prob_per_char': 0.3683234139643268, 'uncond_total_prob': 1.573944044793523e-05, 'norm_correct_prob': 0.1049093195690767, 'norm_correct_prob_per_token': 0.2535120339613861, 'norm_correct_prob_per_char': 0.24844825038433554, 'primary_metric': 0.10743801652892562}
10M
DCLM-Baseline
mmlu_international_law
8,750
default
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.2727272727272727, 'predicted_index_per_token': 1.5454545454545454, 'predicted_index_per_char': 1.4958677685950412, 'predicted_index_per_byte': 1.4958677685950412, 'predicted_index_uncond': 1.5950413223140496, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.10743801652892562, 'acc_per_token': 0.256198347107438, 'acc_per_char': 0.2231404958677686, 'acc_per_byte': 0.2231404958677686, 'acc_uncond': 0.371900826446281, 'no_answer': 0.0, 'sum_logits_corr': -92.0759153444905, 'logits_per_token_corr': -4.877839197637972, 'logits_per_char_corr': -0.8969533181117505, 'bits_per_byte_corr': 1.2940301039496531, 'correct_prob': 2.1020470929916137e-07, 'correct_prob_per_token': 0.010721958732500848, 'correct_prob_per_char': 0.4187008890119771, 'margin': -0.00010602306704136557, 'margin_per_token': -0.006815973694597327, 'margin_per_char': -0.0504845038831236, 'total_prob': 0.00010646157579716721, 'total_prob_per_token': 0.04452986192097746, 'total_prob_per_char': 1.6947726026360077, 'uncond_correct_prob': 9.254101966262995e-08, 'uncond_correct_prob_per_token': 0.004981244517294984, 'uncond_correct_prob_per_char': 0.3624707111365366, 'uncond_total_prob': 1.6875731301873555e-06, 'norm_correct_prob': 0.09822633489996564, 'norm_correct_prob_per_token': 0.25263505584369905, 'norm_correct_prob_per_char': 0.24784943368080625, 'primary_metric': 0.10743801652892562}
10M
DCLM-Baseline
mmlu_international_law
10,000
small aux 2
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.2066115702479339, 'predicted_index_per_token': 1.421487603305785, 'predicted_index_per_char': 1.6115702479338843, 'predicted_index_per_byte': 1.6115702479338843, 'predicted_index_uncond': 1.578512396694215, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.08264462809917356, 'acc_per_token': 0.256198347107438, 'acc_per_char': 0.17355371900826447, 'acc_per_byte': 0.17355371900826447, 'acc_uncond': 0.2809917355371901, 'no_answer': 0.0, 'sum_logits_corr': -90.36556243108323, 'logits_per_token_corr': -4.744461083080027, 'logits_per_char_corr': -0.8727907708854262, 'bits_per_byte_corr': 1.2591709168909644, 'correct_prob': 9.557765567819246e-07, 'correct_prob_per_token': 0.011843314200300268, 'correct_prob_per_char': 0.42800680886557585, 'margin': -8.036676775283061e-05, 'margin_per_token': -0.007958965839204333, 'margin_per_char': -0.04967959178391093, 'total_prob': 8.230956312399618e-05, 'total_prob_per_token': 0.048567528933911176, 'total_prob_per_char': 1.7261609001254092, 'uncond_correct_prob': 2.227434428033324e-08, 'uncond_correct_prob_per_token': 0.0057539881779972565, 'uncond_correct_prob_per_char': 0.37353668675986035, 'uncond_total_prob': 4.455106752302048e-05, 'norm_correct_prob': 0.08540373403105475, 'norm_correct_prob_per_token': 0.25607754968393887, 'norm_correct_prob_per_char': 0.24867454146897366, 'primary_metric': 0.08264462809917356}
10M
DCLM-Baseline
mmlu_international_law
10,000
small aux 3
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.2066115702479339, 'predicted_index_per_token': 1.5289256198347108, 'predicted_index_per_char': 1.4710743801652892, 'predicted_index_per_byte': 1.4710743801652892, 'predicted_index_uncond': 1.537190082644628, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.10743801652892562, 'acc_per_token': 0.24793388429752067, 'acc_per_char': 0.2066115702479339, 'acc_per_byte': 0.2066115702479339, 'acc_uncond': 0.32231404958677684, 'no_answer': 0.0, 'sum_logits_corr': -90.77020161999158, 'logits_per_token_corr': -4.761564838572625, 'logits_per_char_corr': -0.8783260195563098, 'bits_per_byte_corr': 1.2671565926985409, 'correct_prob': 4.5657114460916765e-06, 'correct_prob_per_token': 0.012187942162083737, 'correct_prob_per_char': 0.42758470758356454, 'margin': -0.00033449882902919417, 'margin_per_token': -0.007517264166759405, 'margin_per_char': -0.0498405501838488, 'total_prob': 0.0003436898848196072, 'total_prob_per_token': 0.04891167257785007, 'total_prob_per_char': 1.7239970144593209, 'uncond_correct_prob': 3.323878726147474e-08, 'uncond_correct_prob_per_token': 0.005511464589013318, 'uncond_correct_prob_per_char': 0.3701213831416969, 'uncond_total_prob': 1.3866473458681173e-05, 'norm_correct_prob': 0.09084497048372277, 'norm_correct_prob_per_token': 0.2538856361050087, 'norm_correct_prob_per_char': 0.24873857738492738, 'primary_metric': 0.10743801652892562}
10M
DCLM-Baseline
mmlu_international_law
10,000
default
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.165289256198347, 'predicted_index_per_token': 1.5289256198347108, 'predicted_index_per_char': 1.5206611570247934, 'predicted_index_per_byte': 1.5206611570247934, 'predicted_index_uncond': 1.537190082644628, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09917355371900827, 'acc_per_token': 0.2809917355371901, 'acc_per_char': 0.2396694214876033, 'acc_per_byte': 0.2396694214876033, 'acc_uncond': 0.35537190082644626, 'no_answer': 0.0, 'sum_logits_corr': -90.9517590625227, 'logits_per_token_corr': -4.80564050613162, 'logits_per_char_corr': -0.8862414421907931, 'bits_per_byte_corr': 1.2785761336798591, 'correct_prob': 3.6483776048607023e-07, 'correct_prob_per_token': 0.011248760011141083, 'correct_prob_per_char': 0.42417879809731085, 'margin': -4.993959673433962e-05, 'margin_per_token': -0.006684424212174206, 'margin_per_char': -0.0481417819388903, 'total_prob': 5.068077137090957e-05, 'total_prob_per_token': 0.04589714805920773, 'total_prob_per_char': 1.709789508608968, 'uncond_correct_prob': 3.7945082726959905e-08, 'uncond_correct_prob_per_token': 0.005862469045706083, 'uncond_correct_prob_per_char': 0.3727526659009142, 'uncond_total_prob': 1.2861217875620565e-05, 'norm_correct_prob': 0.10148037263847308, 'norm_correct_prob_per_token': 0.25803746527322075, 'norm_correct_prob_per_char': 0.24878975783416954, 'primary_metric': 0.09917355371900827}
10M
DCLM-Baseline
mmlu_international_law
11,250
small aux 2
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.2148760330578512, 'predicted_index_per_token': 1.4958677685950412, 'predicted_index_per_char': 1.5702479338842976, 'predicted_index_per_byte': 1.5702479338842976, 'predicted_index_uncond': 1.6198347107438016, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09090909090909091, 'acc_per_token': 0.24793388429752067, 'acc_per_char': 0.23140495867768596, 'acc_per_byte': 0.23140495867768596, 'acc_uncond': 0.371900826446281, 'no_answer': 0.0, 'sum_logits_corr': -88.65140310397818, 'logits_per_token_corr': -4.640388685129229, 'logits_per_char_corr': -0.8543272665756109, 'bits_per_byte_corr': 1.2325337107857428, 'correct_prob': 1.1889605591612655e-05, 'correct_prob_per_token': 0.013450571944025018, 'correct_prob_per_char': 0.4364552648052903, 'margin': -3.684363151489125e-05, 'margin_per_token': -0.008668475725949693, 'margin_per_char': -0.052169476739107996, 'total_prob': 6.09735732104462e-05, 'total_prob_per_token': 0.05467825519449352, 'total_prob_per_char': 1.7622575088982173, 'uncond_correct_prob': 3.8106620006506996e-07, 'uncond_correct_prob_per_token': 0.005632889757557285, 'uncond_correct_prob_per_char': 0.3699903785289449, 'uncond_total_prob': 8.919682580263501e-06, 'norm_correct_prob': 0.09072906737423683, 'norm_correct_prob_per_token': 0.2534533995061159, 'norm_correct_prob_per_char': 0.24839602757501017, 'primary_metric': 0.09090909090909091}
10M
DCLM-Baseline
mmlu_international_law
11,250
small aux 3
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.2231404958677685, 'predicted_index_per_token': 1.4710743801652892, 'predicted_index_per_char': 1.487603305785124, 'predicted_index_per_byte': 1.487603305785124, 'predicted_index_uncond': 1.5950413223140496, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09090909090909091, 'acc_per_token': 0.2644628099173554, 'acc_per_char': 0.2231404958677686, 'acc_per_byte': 0.2231404958677686, 'acc_uncond': 0.371900826446281, 'no_answer': 0.0, 'sum_logits_corr': -89.60228602354192, 'logits_per_token_corr': -4.704669875382947, 'logits_per_char_corr': -0.8682648883247993, 'bits_per_byte_corr': 1.2526414485650974, 'correct_prob': 2.5101506783011686e-06, 'correct_prob_per_token': 0.012495470784998032, 'correct_prob_per_char': 0.43161813050471903, 'margin': -5.482605075840655e-05, 'margin_per_token': -0.007819294183900217, 'margin_per_char': -0.04860102528399083, 'total_prob': 5.998027299635942e-05, 'total_prob_per_token': 0.050293031962096245, 'total_prob_per_char': 1.737332160645423, 'uncond_correct_prob': 2.2912957249343022e-08, 'uncond_correct_prob_per_token': 0.005813522731834156, 'uncond_correct_prob_per_char': 0.3734934707651792, 'uncond_total_prob': 5.97061736478306e-06, 'norm_correct_prob': 0.09041138754731952, 'norm_correct_prob_per_token': 0.2597435716659115, 'norm_correct_prob_per_char': 0.2492414720658722, 'primary_metric': 0.09090909090909091}
10M
DCLM-Baseline
mmlu_international_law
11,250
default
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.115702479338843, 'predicted_index_per_token': 1.512396694214876, 'predicted_index_per_char': 1.5206611570247934, 'predicted_index_per_byte': 1.5206611570247934, 'predicted_index_uncond': 1.6198347107438016, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.12396694214876033, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2396694214876033, 'acc_per_byte': 0.2396694214876033, 'acc_uncond': 0.3884297520661157, 'no_answer': 0.0, 'sum_logits_corr': -87.67351309721136, 'logits_per_token_corr': -4.624501749812288, 'logits_per_char_corr': -0.8525965158169778, 'bits_per_byte_corr': 1.2300367652492463, 'correct_prob': 7.847738086321583e-07, 'correct_prob_per_token': 0.013636438596766052, 'correct_prob_per_char': 0.43828337021544705, 'margin': -8.563458038833842e-05, 'margin_per_token': -0.008438432354064435, 'margin_per_char': -0.05212665091495625, 'total_prob': 8.73027842776151e-05, 'total_prob_per_token': 0.05603709866791071, 'total_prob_per_char': 1.7734523003287648, 'uncond_correct_prob': 8.560250468541726e-09, 'uncond_correct_prob_per_token': 0.005941308984796854, 'uncond_correct_prob_per_char': 0.37432373826515347, 'uncond_total_prob': 1.286408897391753e-05, 'norm_correct_prob': 0.1042709358649346, 'norm_correct_prob_per_token': 0.2528300075749282, 'norm_correct_prob_per_char': 0.24765615732262233, 'primary_metric': 0.12396694214876033}
10M
DCLM-Baseline
mmlu_international_law
12,500
small aux 2
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.256198347107438, 'predicted_index_per_token': 1.462809917355372, 'predicted_index_per_char': 1.512396694214876, 'predicted_index_per_byte': 1.512396694214876, 'predicted_index_uncond': 1.6115702479338843, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09090909090909091, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.19834710743801653, 'acc_per_byte': 0.19834710743801653, 'acc_uncond': 0.30578512396694213, 'no_answer': 0.0, 'sum_logits_corr': -87.53892627432327, 'logits_per_token_corr': -4.598738874531756, 'logits_per_char_corr': -0.8472754353422149, 'bits_per_byte_corr': 1.222360068836129, 'correct_prob': 2.9835686221084664e-06, 'correct_prob_per_token': 0.013849326424340985, 'correct_prob_per_char': 0.43948919530878044, 'margin': -4.995122166525439e-05, 'margin_per_token': -0.009388015749280477, 'margin_per_char': -0.05155742925633247, 'total_prob': 5.6026457014357485e-05, 'total_prob_per_token': 0.05728925139449405, 'total_prob_per_char': 1.7746939663999788, 'uncond_correct_prob': 5.10538766742164e-08, 'uncond_correct_prob_per_token': 0.005725480117401409, 'uncond_correct_prob_per_char': 0.37161853035877085, 'uncond_total_prob': 2.0665153482218938e-05, 'norm_correct_prob': 0.08979229287796128, 'norm_correct_prob_per_token': 0.2533889642186473, 'norm_correct_prob_per_char': 0.24858061022582384, 'primary_metric': 0.09090909090909091}
10M
DCLM-Baseline
mmlu_international_law
12,500
small aux 3
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.1570247933884297, 'predicted_index_per_token': 1.4710743801652892, 'predicted_index_per_char': 1.421487603305785, 'predicted_index_per_byte': 1.421487603305785, 'predicted_index_uncond': 1.56198347107438, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09917355371900827, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2809917355371901, 'acc_per_byte': 0.2809917355371901, 'acc_uncond': 0.35537190082644626, 'no_answer': 0.0, 'sum_logits_corr': -88.79626243764704, 'logits_per_token_corr': -4.653271336517471, 'logits_per_char_corr': -0.8583656331986014, 'bits_per_byte_corr': 1.238359842286027, 'correct_prob': 1.2171218324009825e-05, 'correct_prob_per_token': 0.013329531146687166, 'correct_prob_per_char': 0.4358119657935069, 'margin': -0.00020896556919614332, 'margin_per_token': -0.007420808086876885, 'margin_per_char': -0.04796708108161806, 'total_prob': 0.00023370648846783248, 'total_prob_per_token': 0.05298254370810718, 'total_prob_per_char': 1.7551354543340933, 'uncond_correct_prob': 3.034814095597505e-08, 'uncond_correct_prob_per_token': 0.005773576564806163, 'uncond_correct_prob_per_char': 0.3728027208663808, 'uncond_total_prob': 9.604018338117534e-06, 'norm_correct_prob': 0.10078626338459813, 'norm_correct_prob_per_token': 0.25902582358791976, 'norm_correct_prob_per_char': 0.24917473535376305, 'primary_metric': 0.09917355371900827}
10M
DCLM-Baseline
mmlu_international_law
12,500
default
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.1487603305785123, 'predicted_index_per_token': 1.5289256198347108, 'predicted_index_per_char': 1.4710743801652892, 'predicted_index_per_byte': 1.4710743801652892, 'predicted_index_uncond': 1.7024793388429753, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09917355371900827, 'acc_per_token': 0.256198347107438, 'acc_per_char': 0.21487603305785125, 'acc_per_byte': 0.21487603305785125, 'acc_uncond': 0.36363636363636365, 'no_answer': 0.0, 'sum_logits_corr': -87.48715901177776, 'logits_per_token_corr': -4.59937214825978, 'logits_per_char_corr': -0.848520447852975, 'bits_per_byte_corr': 1.2241562422112484, 'correct_prob': 2.9568853579201884e-06, 'correct_prob_per_token': 0.013729135480212581, 'correct_prob_per_char': 0.4399267670742767, 'margin': -2.960025182880364e-05, 'margin_per_token': -0.008612114903948517, 'margin_per_char': -0.05237584422108202, 'total_prob': 3.574069892298984e-05, 'total_prob_per_token': 0.05688842161380518, 'total_prob_per_char': 1.780577955733506, 'uncond_correct_prob': 1.3496404626310325e-09, 'uncond_correct_prob_per_token': 0.005981142635525777, 'uncond_correct_prob_per_char': 0.3745636719356092, 'uncond_total_prob': 1.3668095437043593e-05, 'norm_correct_prob': 0.09078340561065486, 'norm_correct_prob_per_token': 0.2514289856143486, 'norm_correct_prob_per_char': 0.24745335207234398, 'primary_metric': 0.09917355371900827}
10M
DCLM-Baseline
mmlu_international_law
13,750
small aux 2
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.2066115702479339, 'predicted_index_per_token': 1.421487603305785, 'predicted_index_per_char': 1.5206611570247934, 'predicted_index_per_byte': 1.5206611570247934, 'predicted_index_uncond': 1.628099173553719, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09090909090909091, 'acc_per_token': 0.2644628099173554, 'acc_per_char': 0.2066115702479339, 'acc_per_byte': 0.2066115702479339, 'acc_uncond': 0.2975206611570248, 'no_answer': 0.0, 'sum_logits_corr': -86.78992355756523, 'logits_per_token_corr': -4.555296253979979, 'logits_per_char_corr': -0.8387389336712487, 'bits_per_byte_corr': 1.210044500208877, 'correct_prob': 8.913974887653419e-06, 'correct_prob_per_token': 0.014561716043690158, 'correct_prob_per_char': 0.4431820389789511, 'margin': -4.6168938241592094e-05, 'margin_per_token': -0.00909179233917324, 'margin_per_char': -0.051444920582882386, 'total_prob': 6.43985017609193e-05, 'total_prob_per_token': 0.05934603740634587, 'total_prob_per_char': 1.7885451489956758, 'uncond_correct_prob': 1.9124546557202068e-07, 'uncond_correct_prob_per_token': 0.006073790402421538, 'uncond_correct_prob_per_char': 0.3757604347514008, 'uncond_total_prob': 2.6840515204402324e-05, 'norm_correct_prob': 0.08869303666362174, 'norm_correct_prob_per_token': 0.2529054999186928, 'norm_correct_prob_per_char': 0.24860102599090553, 'primary_metric': 0.09090909090909091}
10M
DCLM-Baseline
mmlu_international_law
13,750
small aux 3
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.165289256198347, 'predicted_index_per_token': 1.421487603305785, 'predicted_index_per_char': 1.487603305785124, 'predicted_index_per_byte': 1.487603305785124, 'predicted_index_uncond': 1.5537190082644627, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09917355371900827, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.23140495867768596, 'acc_per_byte': 0.23140495867768596, 'acc_uncond': 0.35537190082644626, 'no_answer': 0.0, 'sum_logits_corr': -87.374584398979, 'logits_per_token_corr': -4.57453738866622, 'logits_per_char_corr': -0.8442176675648477, 'bits_per_byte_corr': 1.2179486424275283, 'correct_prob': 1.077824467289044e-05, 'correct_prob_per_token': 0.014303043672530593, 'correct_prob_per_char': 0.44176537008307154, 'margin': -0.00019736908277788605, 'margin_per_token': -0.008622712534413272, 'margin_per_char': -0.04997482287810703, 'total_prob': 0.00021927768821928165, 'total_prob_per_token': 0.05783967299709902, 'total_prob_per_char': 1.7817348575668595, 'uncond_correct_prob': 2.3398660040644357e-08, 'uncond_correct_prob_per_token': 0.006002683948946984, 'uncond_correct_prob_per_char': 0.37496677479060403, 'uncond_total_prob': 1.0916183516491657e-05, 'norm_correct_prob': 0.09658573351307367, 'norm_correct_prob_per_token': 0.25683113541411884, 'norm_correct_prob_per_char': 0.24890080502112877, 'primary_metric': 0.09917355371900827}
10M
DCLM-Baseline
mmlu_international_law
13,750
default
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.1570247933884297, 'predicted_index_per_token': 1.487603305785124, 'predicted_index_per_char': 1.4958677685950412, 'predicted_index_per_byte': 1.4958677685950412, 'predicted_index_uncond': 1.5041322314049588, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.11570247933884298, 'acc_per_token': 0.2975206611570248, 'acc_per_char': 0.2231404958677686, 'acc_per_byte': 0.2231404958677686, 'acc_uncond': 0.33884297520661155, 'no_answer': 0.0, 'sum_logits_corr': -86.36663052267279, 'logits_per_token_corr': -4.537622754833398, 'logits_per_char_corr': -0.8375283567760011, 'bits_per_byte_corr': 1.2082980069254874, 'correct_prob': 1.62302661463608e-06, 'correct_prob_per_token': 0.014627277036690303, 'correct_prob_per_char': 0.444829801788516, 'margin': -2.716211372972535e-05, 'margin_per_token': -0.009054840426693998, 'margin_per_char': -0.051953001400171644, 'total_prob': 3.059492576494639e-05, 'total_prob_per_token': 0.060430810086190286, 'total_prob_per_char': 1.7975723553318463, 'uncond_correct_prob': 3.6969796270542332e-09, 'uncond_correct_prob_per_token': 0.006364283901218424, 'uncond_correct_prob_per_char': 0.3790071704351605, 'uncond_total_prob': 2.0466772330960084e-05, 'norm_correct_prob': 0.10517758503023303, 'norm_correct_prob_per_token': 0.2547852153807936, 'norm_correct_prob_per_char': 0.24811966405420133, 'primary_metric': 0.11570247933884298}
10M
DCLM-Baseline
mmlu_international_law
15,000
small aux 2
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.1983471074380165, 'predicted_index_per_token': 1.4132231404958677, 'predicted_index_per_char': 1.56198347107438, 'predicted_index_per_byte': 1.56198347107438, 'predicted_index_uncond': 1.6198347107438016, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09090909090909091, 'acc_per_token': 0.256198347107438, 'acc_per_char': 0.19008264462809918, 'acc_per_byte': 0.19008264462809918, 'acc_uncond': 0.2975206611570248, 'no_answer': 0.0, 'sum_logits_corr': -86.22276935104496, 'logits_per_token_corr': -4.528816343011976, 'logits_per_char_corr': -0.8339890339348349, 'bits_per_byte_corr': 1.2031918434144284, 'correct_prob': 6.1977733004542175e-06, 'correct_prob_per_token': 0.014841418782259596, 'correct_prob_per_char': 0.4451478061123412, 'margin': -4.952025121642883e-05, 'margin_per_token': -0.009817254658588978, 'margin_per_char': -0.05212440087671045, 'total_prob': 6.211960373940597e-05, 'total_prob_per_token': 0.06127901896839268, 'total_prob_per_char': 1.7974967911687814, 'uncond_correct_prob': 1.881415019658231e-07, 'uncond_correct_prob_per_token': 0.005948591912194971, 'uncond_correct_prob_per_char': 0.37399992459313647, 'uncond_total_prob': 1.0753134551897315e-05, 'norm_correct_prob': 0.0912863948323381, 'norm_correct_prob_per_token': 0.252487759687489, 'norm_correct_prob_per_char': 0.24855658607123998, 'primary_metric': 0.09090909090909091}
10M
DCLM-Baseline
mmlu_international_law
15,000
small aux 3
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.165289256198347, 'predicted_index_per_token': 1.43801652892562, 'predicted_index_per_char': 1.5041322314049588, 'predicted_index_per_byte': 1.5041322314049588, 'predicted_index_uncond': 1.5702479338842976, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09917355371900827, 'acc_per_token': 0.2809917355371901, 'acc_per_char': 0.2396694214876033, 'acc_per_byte': 0.2396694214876033, 'acc_uncond': 0.39669421487603307, 'no_answer': 0.0, 'sum_logits_corr': -86.89885984373487, 'logits_per_token_corr': -4.553914310487545, 'logits_per_char_corr': -0.8400745603002817, 'bits_per_byte_corr': 1.2119714021230632, 'correct_prob': 6.332409049827268e-06, 'correct_prob_per_token': 0.014633851981167723, 'correct_prob_per_char': 0.44335616139141876, 'margin': -0.0001838977622440183, 'margin_per_token': -0.00891486961646671, 'margin_per_char': -0.05171932347702894, 'total_prob': 0.00019683438960049307, 'total_prob_per_token': 0.05943324743043227, 'total_prob_per_char': 1.7905606695399083, 'uncond_correct_prob': 2.2324734892037734e-08, 'uncond_correct_prob_per_token': 0.006076235268781829, 'uncond_correct_prob_per_char': 0.375789530383733, 'uncond_total_prob': 1.1543406711645707e-05, 'norm_correct_prob': 0.09787259940716349, 'norm_correct_prob_per_token': 0.25487037117776545, 'norm_correct_prob_per_char': 0.24855621617225382, 'primary_metric': 0.09917355371900827}
10M
DCLM-Baseline
mmlu_international_law
15,000
default
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.1487603305785123, 'predicted_index_per_token': 1.487603305785124, 'predicted_index_per_char': 1.4793388429752066, 'predicted_index_per_byte': 1.4793388429752066, 'predicted_index_uncond': 1.512396694214876, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.10743801652892562, 'acc_per_token': 0.2892561983471074, 'acc_per_char': 0.2231404958677686, 'acc_per_byte': 0.2231404958677686, 'acc_uncond': 0.36363636363636365, 'no_answer': 0.0, 'sum_logits_corr': -86.29918140616299, 'logits_per_token_corr': -4.532778322183308, 'logits_per_char_corr': -0.836861342066384, 'bits_per_byte_corr': 1.207335708111722, 'correct_prob': 2.8063629626181977e-06, 'correct_prob_per_token': 0.014651250929756695, 'correct_prob_per_char': 0.44528617184666774, 'margin': -2.934298991213397e-05, 'margin_per_token': -0.009304839249336066, 'margin_per_char': -0.052261733079863926, 'total_prob': 3.5165692171946034e-05, 'total_prob_per_token': 0.06080369439496229, 'total_prob_per_char': 1.8007584106868415, 'uncond_correct_prob': 3.1338410903464784e-09, 'uncond_correct_prob_per_token': 0.006463362853413864, 'uncond_correct_prob_per_char': 0.3800391190805698, 'uncond_total_prob': 1.9675154842311936e-05, 'norm_correct_prob': 0.10520899350325758, 'norm_correct_prob_per_token': 0.2542732440006038, 'norm_correct_prob_per_char': 0.2478035555003529, 'primary_metric': 0.10743801652892562}
10M
DCLM-Baseline
mmlu_international_law
15,117
small aux 2
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.2231404958677685, 'predicted_index_per_token': 1.421487603305785, 'predicted_index_per_char': 1.5454545454545454, 'predicted_index_per_byte': 1.5454545454545454, 'predicted_index_uncond': 1.6115702479338843, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.08264462809917356, 'acc_per_token': 0.256198347107438, 'acc_per_char': 0.19008264462809918, 'acc_per_byte': 0.19008264462809918, 'acc_uncond': 0.3140495867768595, 'no_answer': 0.0, 'sum_logits_corr': -86.21625731208108, 'logits_per_token_corr': -4.529303610297889, 'logits_per_char_corr': -0.8341218195453111, 'bits_per_byte_corr': 1.2033834125561638, 'correct_prob': 7.178863808058979e-06, 'correct_prob_per_token': 0.014832790993991025, 'correct_prob_per_char': 0.445154259554753, 'margin': -4.552804735190004e-05, 'margin_per_token': -0.009778175148575749, 'margin_per_char': -0.05203272813813962, 'total_prob': 6.016882169552586e-05, 'total_prob_per_token': 0.06121188122103941, 'total_prob_per_char': 1.7978375613612023, 'uncond_correct_prob': 2.6059119594519123e-07, 'uncond_correct_prob_per_token': 0.005972063976460823, 'uncond_correct_prob_per_char': 0.3743675377466952, 'uncond_total_prob': 1.2023688452464862e-05, 'norm_correct_prob': 0.0899195086868377, 'norm_correct_prob_per_token': 0.2524418474401913, 'norm_correct_prob_per_char': 0.24847304249746408, 'primary_metric': 0.08264462809917356}
10M
DCLM-Baseline
mmlu_international_law
15,117
small aux 3
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.1570247933884297, 'predicted_index_per_token': 1.4793388429752066, 'predicted_index_per_char': 1.4958677685950412, 'predicted_index_per_byte': 1.4958677685950412, 'predicted_index_uncond': 1.5206611570247934, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.09917355371900827, 'acc_per_token': 0.2644628099173554, 'acc_per_char': 0.24793388429752067, 'acc_per_byte': 0.24793388429752067, 'acc_uncond': 0.3884297520661157, 'no_answer': 0.0, 'sum_logits_corr': -86.88401640348198, 'logits_per_token_corr': -4.5545564684168784, 'logits_per_char_corr': -0.8401779426982424, 'bits_per_byte_corr': 1.212120551395917, 'correct_prob': 5.187932567650864e-06, 'correct_prob_per_token': 0.014607934860516923, 'correct_prob_per_char': 0.44330938550502796, 'margin': -0.00018707461661726586, 'margin_per_token': -0.008878464684018253, 'margin_per_char': -0.05110548144869876, 'total_prob': 0.00019772503247452616, 'total_prob_per_token': 0.05926464541292005, 'total_prob_per_char': 1.7895607415738284, 'uncond_correct_prob': 2.1051730483693895e-08, 'uncond_correct_prob_per_token': 0.006018578544967148, 'uncond_correct_prob_per_char': 0.37503060623605994, 'uncond_total_prob': 9.432428865928615e-06, 'norm_correct_prob': 0.10039562406297878, 'norm_correct_prob_per_token': 0.25563526272345366, 'norm_correct_prob_per_char': 0.24866590802924712, 'primary_metric': 0.09917355371900827}
10M
DCLM-Baseline
mmlu_international_law
15,117
default
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.1487603305785123, 'predicted_index_per_token': 1.487603305785124, 'predicted_index_per_char': 1.487603305785124, 'predicted_index_per_byte': 1.487603305785124, 'predicted_index_uncond': 1.5206611570247934, 'correct_choice': 1.4132231404958677, 'acc_raw': 0.10743801652892562, 'acc_per_token': 0.2892561983471074, 'acc_per_char': 0.23140495867768596, 'acc_per_byte': 0.23140495867768596, 'acc_uncond': 0.35537190082644626, 'no_answer': 0.0, 'sum_logits_corr': -86.24807855117419, 'logits_per_token_corr': -4.531232192555372, 'logits_per_char_corr': -0.8367343671455776, 'bits_per_byte_corr': 1.207152522023157, 'correct_prob': 2.044663017109433e-06, 'correct_prob_per_token': 0.014687590258878825, 'correct_prob_per_char': 0.4453803138097901, 'margin': -3.4215646640004594e-05, 'margin_per_token': -0.009182041280572694, 'margin_per_char': -0.05185117858847351, 'total_prob': 3.8484561535025204e-05, 'total_prob_per_token': 0.06077251605538807, 'total_prob_per_char': 1.800924491597372, 'uncond_correct_prob': 2.623955402020448e-09, 'uncond_correct_prob_per_token': 0.006492975535470065, 'uncond_correct_prob_per_char': 0.38019437611082485, 'uncond_total_prob': 2.405098742373183e-05, 'norm_correct_prob': 0.10478132302871451, 'norm_correct_prob_per_token': 0.25451307133492007, 'norm_correct_prob_per_char': 0.24784755839020342, 'primary_metric': 0.10743801652892562}
10M
DCLM-Baseline
mmlu_jurisprudence
0
small aux 2
5xC
0
0
{'predicted_index_raw': 1.2222222222222223, 'predicted_index_per_token': 1.4259259259259258, 'predicted_index_per_char': 1.3796296296296295, 'predicted_index_per_byte': 1.3796296296296295, 'predicted_index_uncond': 1.4444444444444444, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.14814814814814814, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.26851851851851855, 'acc_per_byte': 0.26851851851851855, 'acc_uncond': 0.23148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -106.19125888082716, 'logits_per_token_corr': -10.894697291119284, 'logits_per_char_corr': -2.1912146838609736, 'bits_per_byte_corr': 3.1612545579315747, 'correct_prob': 1.5792820967936437e-06, 'correct_prob_per_token': 1.8706890070704447e-05, 'correct_prob_per_char': 0.1327208340474386, 'margin': -2.278625916875538e-06, 'margin_per_token': -1.6531320247373507e-06, 'margin_per_char': -0.053166419696412885, 'total_prob': 8.034825232627658e-06, 'total_prob_per_token': 7.474825771421302e-05, 'total_prob_per_char': 0.5457313284324113, 'uncond_correct_prob': 1.364830259677113e-06, 'uncond_correct_prob_per_token': 1.8519210278972823e-05, 'uncond_correct_prob_per_char': 0.13242745034296824, 'uncond_total_prob': 7.607396104992023e-06, 'norm_correct_prob': 0.16741477938416427, 'norm_correct_prob_per_token': 0.2501059551839884, 'norm_correct_prob_per_char': 0.2446971892651863, 'primary_metric': 0.14814814814814814}
10M
DCLM-Baseline
mmlu_jurisprudence
0
small aux 3
5xC
0
0
{'predicted_index_raw': 1.3425925925925926, 'predicted_index_per_token': 1.6203703703703705, 'predicted_index_per_char': 1.3703703703703705, 'predicted_index_per_byte': 1.3703703703703705, 'predicted_index_uncond': 1.4907407407407407, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.1574074074074074, 'acc_per_token': 0.16666666666666666, 'acc_per_char': 0.26851851851851855, 'acc_per_byte': 0.26851851851851855, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -105.44865896966722, 'logits_per_token_corr': -10.825248520920464, 'logits_per_char_corr': -2.1765962263889973, 'bits_per_byte_corr': 3.1401645818312938, 'correct_prob': 1.3159303564303736e-06, 'correct_prob_per_token': 2.003492602016137e-05, 'correct_prob_per_char': 0.13424286807919195, 'margin': -2.280994107215637e-06, 'margin_per_token': -2.1689351942204717e-06, 'margin_per_char': -0.05357689042719067, 'total_prob': 7.561528468598455e-06, 'total_prob_per_token': 8.139217098907568e-05, 'total_prob_per_char': 0.5531428646403881, 'uncond_correct_prob': 1.5173201547480835e-06, 'uncond_correct_prob_per_token': 1.9378499135299854e-05, 'uncond_correct_prob_per_char': 0.13369915803736046, 'uncond_total_prob': 8.777405789160131e-06, 'norm_correct_prob': 0.16772624016154933, 'norm_correct_prob_per_token': 0.2464087933766509, 'norm_correct_prob_per_char': 0.24431854849747645, 'primary_metric': 0.1574074074074074}
10M
DCLM-Baseline
mmlu_jurisprudence
0
default
5xC
0
0
{'predicted_index_raw': 1.287037037037037, 'predicted_index_per_token': 1.5740740740740742, 'predicted_index_per_char': 1.4259259259259258, 'predicted_index_per_byte': 1.4259259259259258, 'predicted_index_uncond': 1.5925925925925926, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.16666666666666666, 'acc_per_token': 0.25925925925925924, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.28703703703703703, 'no_answer': 0.0, 'sum_logits_corr': -105.91734652166014, 'logits_per_token_corr': -10.878505488598009, 'logits_per_char_corr': -2.1863532039436673, 'bits_per_byte_corr': 3.1542409249634917, 'correct_prob': 1.1832622952671805e-06, 'correct_prob_per_token': 1.8978661796736112e-05, 'correct_prob_per_char': 0.132886798822199, 'margin': -1.9233499177749365e-06, 'margin_per_token': -1.5066866191360512e-06, 'margin_per_char': -0.051920620350793416, 'total_prob': 6.5699354959406835e-06, 'total_prob_per_token': 7.556967281584965e-05, 'total_prob_per_char': 0.545996025776034, 'uncond_correct_prob': 1.2994367478406167e-06, 'uncond_correct_prob_per_token': 1.952024621528102e-05, 'uncond_correct_prob_per_char': 0.13368095209925293, 'uncond_total_prob': 7.310111393063393e-06, 'norm_correct_prob': 0.1666408410831649, 'norm_correct_prob_per_token': 0.25134720694693846, 'norm_correct_prob_per_char': 0.24499239652795915, 'primary_metric': 0.16666666666666666}
10M
DCLM-Baseline
mmlu_jurisprudence
2,500
small aux 2
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.4074074074074074, 'predicted_index_per_token': 1.6944444444444444, 'predicted_index_per_char': 1.5092592592592593, 'predicted_index_per_byte': 1.5092592592592593, 'predicted_index_uncond': 1.4166666666666667, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.19444444444444445, 'acc_per_token': 0.21296296296296297, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -49.769731495115494, 'logits_per_token_corr': -6.08950680625889, 'logits_per_char_corr': -1.19894067399221, 'bits_per_byte_corr': 1.7297057646898752, 'correct_prob': 1.3345008189694793e-06, 'correct_prob_per_token': 0.007448778884874763, 'correct_prob_per_char': 0.33870616553016475, 'margin': -8.285605318048254e-06, 'margin_per_token': -0.0076302440564608, 'margin_per_char': -0.07123421698216352, 'total_prob': 1.2219772489380478e-05, 'total_prob_per_token': 0.03341808249839981, 'total_prob_per_char': 1.3787147365447963, 'uncond_correct_prob': 1.6497541211368958e-06, 'uncond_correct_prob_per_token': 0.005071794926738692, 'uncond_correct_prob_per_char': 0.31467559463516315, 'uncond_total_prob': 6.110289977673704e-06, 'norm_correct_prob': 0.18194874650679888, 'norm_correct_prob_per_token': 0.25573138799298695, 'norm_correct_prob_per_char': 0.24263996485571543, 'primary_metric': 0.19444444444444445}
10M
DCLM-Baseline
mmlu_jurisprudence
2,500
small aux 3
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.1481481481481481, 'predicted_index_per_token': 1.462962962962963, 'predicted_index_per_char': 1.5185185185185186, 'predicted_index_per_byte': 1.5185185185185186, 'predicted_index_uncond': 1.6481481481481481, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.16666666666666666, 'acc_per_token': 0.25925925925925924, 'acc_per_char': 0.18518518518518517, 'acc_per_byte': 0.18518518518518517, 'acc_uncond': 0.2962962962962963, 'no_answer': 0.0, 'sum_logits_corr': -49.580093445601285, 'logits_per_token_corr': -6.078420645475672, 'logits_per_char_corr': -1.187317641016455, 'bits_per_byte_corr': 1.7129372726556529, 'correct_prob': 1.5855525339062865e-06, 'correct_prob_per_token': 0.007555225691541871, 'correct_prob_per_char': 0.3384567154046628, 'margin': -5.758122172401261e-06, 'margin_per_token': -0.007038497106509821, 'margin_per_char': -0.07432825686446573, 'total_prob': 1.0319840970738516e-05, 'total_prob_per_token': 0.03329748706978221, 'total_prob_per_char': 1.381800500473949, 'uncond_correct_prob': 1.7975850078585557e-06, 'uncond_correct_prob_per_token': 0.003717570314487997, 'uncond_correct_prob_per_char': 0.296986547003806, 'uncond_total_prob': 7.48949004717077e-06, 'norm_correct_prob': 0.17247376744907375, 'norm_correct_prob_per_token': 0.2551131099705759, 'norm_correct_prob_per_char': 0.2418907693095745, 'primary_metric': 0.16666666666666666}
10M
DCLM-Baseline
mmlu_jurisprudence
2,500
default
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.3796296296296295, 'predicted_index_per_token': 1.6111111111111112, 'predicted_index_per_char': 1.5277777777777777, 'predicted_index_per_byte': 1.5277777777777777, 'predicted_index_uncond': 1.6574074074074074, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.1574074074074074, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.24074074074074073, 'no_answer': 0.0, 'sum_logits_corr': -50.02182884569521, 'logits_per_token_corr': -6.26399311189574, 'logits_per_char_corr': -1.2246913324434447, 'bits_per_byte_corr': 1.7668561119371236, 'correct_prob': 5.611911208218793e-07, 'correct_prob_per_token': 0.007170457715223638, 'correct_prob_per_char': 0.3320770622605057, 'margin': -1.5242616097419961e-06, 'margin_per_token': -0.007728757362648957, 'margin_per_char': -0.07266077059712227, 'total_prob': 3.4662009961583784e-06, 'total_prob_per_token': 0.033116623959305334, 'total_prob_per_char': 1.3553584233264662, 'uncond_correct_prob': 9.102928839560949e-07, 'uncond_correct_prob_per_token': 0.004436310151143207, 'uncond_correct_prob_per_char': 0.30921894215805007, 'uncond_total_prob': 4.373317809496738e-06, 'norm_correct_prob': 0.17280643921839775, 'norm_correct_prob_per_token': 0.25274569227592203, 'norm_correct_prob_per_char': 0.2418045515751791, 'primary_metric': 0.1574074074074074}
10M
DCLM-Baseline
mmlu_jurisprudence
3,750
small aux 2
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.4074074074074074, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.4074074074074074, 'predicted_index_per_byte': 1.4074074074074074, 'predicted_index_uncond': 1.5925925925925926, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.17592592592592593, 'acc_per_token': 0.25, 'acc_per_char': 0.17592592592592593, 'acc_per_byte': 0.17592592592592593, 'acc_uncond': 0.24074074074074073, 'no_answer': 0.0, 'sum_logits_corr': -48.570541867503415, 'logits_per_token_corr': -5.88068762279651, 'logits_per_char_corr': -1.153404165244424, 'bits_per_byte_corr': 1.6640104693400006, 'correct_prob': 3.915907342132061e-06, 'correct_prob_per_token': 0.00828014425095658, 'correct_prob_per_char': 0.34963274613087736, 'margin': -1.307370618131577e-05, 'margin_per_token': -0.00985900308436759, 'margin_per_char': -0.07831921141540336, 'total_prob': 2.5296627296115988e-05, 'total_prob_per_token': 0.039188129918579236, 'total_prob_per_char': 1.425091518830106, 'uncond_correct_prob': 3.276327300966395e-06, 'uncond_correct_prob_per_token': 0.005186293167082373, 'uncond_correct_prob_per_char': 0.32056799304137257, 'uncond_total_prob': 1.5473247080494508e-05, 'norm_correct_prob': 0.1607121283135081, 'norm_correct_prob_per_token': 0.25283961196542054, 'norm_correct_prob_per_char': 0.24283290085085796, 'primary_metric': 0.17592592592592593}
10M
DCLM-Baseline
mmlu_jurisprudence
3,750
small aux 3
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.2592592592592593, 'predicted_index_per_token': 1.6481481481481481, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.5740740740740742, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.1574074074074074, 'acc_per_token': 0.21296296296296297, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.19444444444444445, 'no_answer': 0.0, 'sum_logits_corr': -49.19884388535111, 'logits_per_token_corr': -6.099517078734443, 'logits_per_char_corr': -1.1920196210579916, 'bits_per_byte_corr': 1.7197207959439411, 'correct_prob': 1.7988100356735698e-06, 'correct_prob_per_token': 0.007714732921554456, 'correct_prob_per_char': 0.33890779555638995, 'margin': -1.0846231609898194e-05, 'margin_per_token': -0.007938029189155102, 'margin_per_char': -0.07502848754907801, 'total_prob': 1.7061269035210432e-05, 'total_prob_per_token': 0.034831610739305914, 'total_prob_per_char': 1.378641073352256, 'uncond_correct_prob': 2.2050940188189406e-06, 'uncond_correct_prob_per_token': 0.0048488283668432506, 'uncond_correct_prob_per_char': 0.31384647903432306, 'uncond_total_prob': 6.176909622353078e-06, 'norm_correct_prob': 0.15424444173592597, 'norm_correct_prob_per_token': 0.25026634780878293, 'norm_correct_prob_per_char': 0.24353988764487153, 'primary_metric': 0.1574074074074074}
10M
DCLM-Baseline
mmlu_jurisprudence
3,750
default
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.3518518518518519, 'predicted_index_per_token': 1.5648148148148149, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.4444444444444444, 'predicted_index_uncond': 1.5, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.16666666666666666, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -48.73748487013358, 'logits_per_token_corr': -5.939158924845038, 'logits_per_char_corr': -1.1655933937299563, 'bits_per_byte_corr': 1.6815958088283534, 'correct_prob': 2.0599107344292176e-06, 'correct_prob_per_token': 0.00788520776733247, 'correct_prob_per_char': 0.3448828199487401, 'margin': -4.018150673348274e-06, 'margin_per_token': -0.007610176167251621, 'margin_per_char': -0.06752626753832403, 'total_prob': 1.0102616699807533e-05, 'total_prob_per_token': 0.03530067896959928, 'total_prob_per_char': 1.3998599139585053, 'uncond_correct_prob': 5.667689150390969e-07, 'uncond_correct_prob_per_token': 0.0042068853480986025, 'uncond_correct_prob_per_char': 0.30197078948260275, 'uncond_total_prob': 2.116128085218501e-06, 'norm_correct_prob': 0.16425703567977284, 'norm_correct_prob_per_token': 0.2578074351215949, 'norm_correct_prob_per_char': 0.24480261257301345, 'primary_metric': 0.16666666666666666}
10M
DCLM-Baseline
mmlu_jurisprudence
5,000
small aux 2
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.4074074074074074, 'predicted_index_per_token': 1.6666666666666667, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.5462962962962963, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.16666666666666666, 'acc_per_token': 0.25925925925925924, 'acc_per_char': 0.18518518518518517, 'acc_per_byte': 0.18518518518518517, 'acc_uncond': 0.26851851851851855, 'no_answer': 0.0, 'sum_logits_corr': -48.488230007666125, 'logits_per_token_corr': -5.871821490421651, 'logits_per_char_corr': -1.1489445683419643, 'bits_per_byte_corr': 1.657576631004454, 'correct_prob': 2.5658160868316976e-06, 'correct_prob_per_token': 0.008376541175720906, 'correct_prob_per_char': 0.34868971973349866, 'margin': -2.3109615150746468e-05, 'margin_per_token': -0.009551081345513204, 'margin_per_char': -0.07619041704135139, 'total_prob': 3.157289184167165e-05, 'total_prob_per_token': 0.0391818825035741, 'total_prob_per_char': 1.4289666747140364, 'uncond_correct_prob': 1.4227879509386822e-06, 'uncond_correct_prob_per_token': 0.005332069256781203, 'uncond_correct_prob_per_char': 0.31843037352861797, 'uncond_total_prob': 5.2458927928636705e-06, 'norm_correct_prob': 0.15694181059816567, 'norm_correct_prob_per_token': 0.25180114970166456, 'norm_correct_prob_per_char': 0.2421372908880698, 'primary_metric': 0.16666666666666666}
10M
DCLM-Baseline
mmlu_jurisprudence
5,000
small aux 3
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.3518518518518519, 'predicted_index_per_token': 1.6666666666666667, 'predicted_index_per_char': 1.4722222222222223, 'predicted_index_per_byte': 1.4722222222222223, 'predicted_index_uncond': 1.6111111111111112, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.18518518518518517, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -48.55798863481592, 'logits_per_token_corr': -5.984308477125994, 'logits_per_char_corr': -1.1705453718449366, 'bits_per_byte_corr': 1.6887400030974304, 'correct_prob': 1.608022132494774e-06, 'correct_prob_per_token': 0.008351573748348079, 'correct_prob_per_char': 0.34492315599623397, 'margin': -5.1673520735124464e-06, 'margin_per_token': -0.008704718682465282, 'margin_per_char': -0.0752944389431247, 'total_prob': 1.0672958135793021e-05, 'total_prob_per_token': 0.0385291293952451, 'total_prob_per_char': 1.408354094811625, 'uncond_correct_prob': 3.7925984631551463e-06, 'uncond_correct_prob_per_token': 0.005102148974166053, 'uncond_correct_prob_per_char': 0.3193174128456017, 'uncond_total_prob': 1.1644646891996124e-05, 'norm_correct_prob': 0.16995836643246853, 'norm_correct_prob_per_token': 0.2518548796047156, 'norm_correct_prob_per_char': 0.24310475919768687, 'primary_metric': 0.18518518518518517}
10M
DCLM-Baseline
mmlu_jurisprudence
5,000
default
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.3518518518518519, 'predicted_index_per_token': 1.6203703703703705, 'predicted_index_per_char': 1.5462962962962963, 'predicted_index_per_byte': 1.5462962962962963, 'predicted_index_uncond': 1.6851851851851851, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.16666666666666666, 'acc_per_token': 0.17592592592592593, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.16666666666666666, 'no_answer': 0.0, 'sum_logits_corr': -48.290859036975434, 'logits_per_token_corr': -5.936135764121621, 'logits_per_char_corr': -1.1569097029954056, 'bits_per_byte_corr': 1.6690678912689947, 'correct_prob': 1.961732935583463e-06, 'correct_prob_per_token': 0.008431769651428256, 'correct_prob_per_char': 0.34697499449151337, 'margin': -3.3281432457658444e-06, 'margin_per_token': -0.008982269335117915, 'margin_per_char': -0.0753096391212753, 'total_prob': 9.642654312230421e-06, 'total_prob_per_token': 0.038880043612882546, 'total_prob_per_char': 1.4198249812109656, 'uncond_correct_prob': 1.3602801600129826e-06, 'uncond_correct_prob_per_token': 0.004647011640062677, 'uncond_correct_prob_per_char': 0.30845426564456746, 'uncond_total_prob': 4.487672856930663e-06, 'norm_correct_prob': 0.16203405480453428, 'norm_correct_prob_per_token': 0.24509183664459466, 'norm_correct_prob_per_char': 0.24174474920764263, 'primary_metric': 0.16666666666666666}
10M
DCLM-Baseline
mmlu_jurisprudence
7,500
small aux 2
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.3611111111111112, 'predicted_index_per_token': 1.7037037037037037, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.7314814814814814, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.14814814814814814, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.3148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -47.578210556948626, 'logits_per_token_corr': -5.814982502503743, 'logits_per_char_corr': -1.1312935231206562, 'bits_per_byte_corr': 1.6321115555971468, 'correct_prob': 2.2044302858998714e-06, 'correct_prob_per_token': 0.009405218250114814, 'correct_prob_per_char': 0.35408908856108007, 'margin': -2.792821723036212e-05, 'margin_per_token': -0.010997830103686698, 'margin_per_char': -0.07526479337539467, 'total_prob': 3.5347897110421505e-05, 'total_prob_per_token': 0.043359125000338006, 'total_prob_per_char': 1.441889620578179, 'uncond_correct_prob': 2.5833494009787054e-06, 'uncond_correct_prob_per_token': 0.005619149660546142, 'uncond_correct_prob_per_char': 0.32306448096189416, 'uncond_total_prob': 1.026056863594666e-05, 'norm_correct_prob': 0.16680288994834896, 'norm_correct_prob_per_token': 0.2566074987824412, 'norm_correct_prob_per_char': 0.24475025689696167, 'primary_metric': 0.14814814814814814}
10M
DCLM-Baseline
mmlu_jurisprudence
7,500
small aux 3
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.2777777777777777, 'predicted_index_per_token': 1.6203703703703705, 'predicted_index_per_char': 1.4907407407407407, 'predicted_index_per_byte': 1.4907407407407407, 'predicted_index_uncond': 1.5, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.17592592592592593, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.25925925925925924, 'acc_per_byte': 0.25925925925925924, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -47.908569441901314, 'logits_per_token_corr': -5.942559553101699, 'logits_per_char_corr': -1.1574278590542624, 'bits_per_byte_corr': 1.6698154324455141, 'correct_prob': 2.198791240139032e-06, 'correct_prob_per_token': 0.008743983933947142, 'correct_prob_per_char': 0.3480510273956316, 'margin': -8.332405616772687e-06, 'margin_per_token': -0.00878489045800113, 'margin_per_char': -0.07084697008130122, 'total_prob': 1.5273232277870282e-05, 'total_prob_per_token': 0.0390648828729479, 'total_prob_per_char': 1.412464004193879, 'uncond_correct_prob': 2.8487710675576385e-06, 'uncond_correct_prob_per_token': 0.005338368513037182, 'uncond_correct_prob_per_char': 0.322874648328066, 'uncond_total_prob': 1.1817509314470465e-05, 'norm_correct_prob': 0.17462046180342355, 'norm_correct_prob_per_token': 0.25946221557633997, 'norm_correct_prob_per_char': 0.24485623552660496, 'primary_metric': 0.17592592592592593}
10M
DCLM-Baseline
mmlu_jurisprudence
7,500
default
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.2222222222222223, 'predicted_index_per_token': 1.7222222222222223, 'predicted_index_per_char': 1.4907407407407407, 'predicted_index_per_byte': 1.4907407407407407, 'predicted_index_uncond': 1.5462962962962963, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.18518518518518517, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.19444444444444445, 'no_answer': 0.0, 'sum_logits_corr': -47.335622469584145, 'logits_per_token_corr': -5.845814319703647, 'logits_per_char_corr': -1.1407169111810223, 'bits_per_byte_corr': 1.6457066308202195, 'correct_prob': 1.4195900363354547e-06, 'correct_prob_per_token': 0.009169649251110717, 'correct_prob_per_char': 0.35316437841190335, 'margin': -6.691590674987746e-06, 'margin_per_token': -0.010363730209282614, 'margin_per_char': -0.07683424622676108, 'total_prob': 1.1610720700472709e-05, 'total_prob_per_token': 0.043425079652267135, 'total_prob_per_char': 1.4446337624054169, 'uncond_correct_prob': 2.3959878262877978e-06, 'uncond_correct_prob_per_token': 0.0056256941200517, 'uncond_correct_prob_per_char': 0.3231316903829344, 'uncond_total_prob': 8.639139194761926e-06, 'norm_correct_prob': 0.1799864829417763, 'norm_correct_prob_per_token': 0.2533394553451997, 'norm_correct_prob_per_char': 0.2422247266288586, 'primary_metric': 0.18518518518518517}
10M
DCLM-Baseline
mmlu_jurisprudence
8,750
small aux 2
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.3240740740740742, 'predicted_index_per_token': 1.6851851851851851, 'predicted_index_per_char': 1.6203703703703705, 'predicted_index_per_byte': 1.6203703703703705, 'predicted_index_uncond': 1.5, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.18518518518518517, 'acc_per_token': 0.25, 'acc_per_char': 0.18518518518518517, 'acc_per_byte': 0.18518518518518517, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -47.266605889355695, 'logits_per_token_corr': -5.8578303348191225, 'logits_per_char_corr': -1.1393781576336859, 'bits_per_byte_corr': 1.6437752177165028, 'correct_prob': 1.2399502890335958e-06, 'correct_prob_per_token': 0.009337689934341177, 'correct_prob_per_char': 0.3527565703571514, 'margin': -1.0780594978907993e-05, 'margin_per_token': -0.010917639983690589, 'margin_per_char': -0.0791318497832681, 'total_prob': 1.5541217613791254e-05, 'total_prob_per_token': 0.0436095627954513, 'total_prob_per_char': 1.4421877408500252, 'uncond_correct_prob': 1.378038349348235e-06, 'uncond_correct_prob_per_token': 0.005409675134896718, 'uncond_correct_prob_per_char': 0.31642968056428494, 'uncond_total_prob': 6.03964794448215e-06, 'norm_correct_prob': 0.17107290295093436, 'norm_correct_prob_per_token': 0.24653612022012017, 'norm_correct_prob_per_char': 0.24257074654603383, 'primary_metric': 0.18518518518518517}
10M
DCLM-Baseline
mmlu_jurisprudence
8,750
small aux 3
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.3333333333333333, 'predicted_index_per_token': 1.537037037037037, 'predicted_index_per_char': 1.4907407407407407, 'predicted_index_per_byte': 1.4907407407407407, 'predicted_index_uncond': 1.537037037037037, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.1574074074074074, 'acc_per_token': 0.25, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.3055555555555556, 'no_answer': 0.0, 'sum_logits_corr': -47.132290283838906, 'logits_per_token_corr': -5.846176394470409, 'logits_per_char_corr': -1.1391611833473707, 'bits_per_byte_corr': 1.6434621899896356, 'correct_prob': 1.1589491548073165e-06, 'correct_prob_per_token': 0.00952616255324463, 'correct_prob_per_char': 0.354067074219547, 'margin': -2.7234199723291237e-05, 'margin_per_token': -0.010032313436885798, 'margin_per_char': -0.0793363845468692, 'total_prob': 3.188384737931211e-05, 'total_prob_per_token': 0.04379780447783279, 'total_prob_per_char': 1.4513010304146234, 'uncond_correct_prob': 2.9889584382381585e-06, 'uncond_correct_prob_per_token': 0.005431690528555562, 'uncond_correct_prob_per_char': 0.31988254176850883, 'uncond_total_prob': 1.0625989166191635e-05, 'norm_correct_prob': 0.16544764741581083, 'norm_correct_prob_per_token': 0.25586562084937753, 'norm_correct_prob_per_char': 0.24280577769968636, 'primary_metric': 0.1574074074074074}
10M
DCLM-Baseline
mmlu_jurisprudence
8,750
default
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.2407407407407407, 'predicted_index_per_token': 1.5925925925925926, 'predicted_index_per_char': 1.5462962962962963, 'predicted_index_per_byte': 1.5462962962962963, 'predicted_index_uncond': 1.3888888888888888, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.16666666666666666, 'acc_per_token': 0.25, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.24074074074074073, 'no_answer': 0.0, 'sum_logits_corr': -47.79891765559161, 'logits_per_token_corr': -5.981930192155475, 'logits_per_char_corr': -1.16654430600417, 'bits_per_byte_corr': 1.6829676852506827, 'correct_prob': 8.634537760869297e-07, 'correct_prob_per_token': 0.009010252909781549, 'correct_prob_per_char': 0.348219651017975, 'margin': -1.9033793288149534e-05, 'margin_per_token': -0.0090399851436839, 'margin_per_char': -0.07595311728645864, 'total_prob': 2.2149138465093508e-05, 'total_prob_per_token': 0.040141869022077344, 'total_prob_per_char': 1.4152341387042677, 'uncond_correct_prob': 2.8310898010088892e-06, 'uncond_correct_prob_per_token': 0.004645192540085878, 'uncond_correct_prob_per_char': 0.3093342167167596, 'uncond_total_prob': 9.427549880460276e-06, 'norm_correct_prob': 0.1687141010094541, 'norm_correct_prob_per_token': 0.2554747316135377, 'norm_correct_prob_per_char': 0.2439480198008585, 'primary_metric': 0.16666666666666666}
10M
DCLM-Baseline
mmlu_jurisprudence
10,000
small aux 2
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.287037037037037, 'predicted_index_per_token': 1.6666666666666667, 'predicted_index_per_char': 1.4537037037037037, 'predicted_index_per_byte': 1.4537037037037037, 'predicted_index_uncond': 1.6203703703703705, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.18518518518518517, 'acc_per_token': 0.26851851851851855, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.28703703703703703, 'no_answer': 0.0, 'sum_logits_corr': -46.56274131492332, 'logits_per_token_corr': -5.738754689400436, 'logits_per_char_corr': -1.1068073176950717, 'bits_per_byte_corr': 1.5967854284594427, 'correct_prob': 4.342767026897022e-06, 'correct_prob_per_token': 0.010591060548461153, 'correct_prob_per_char': 0.36069985338584754, 'margin': -1.1071486921053971e-05, 'margin_per_token': -0.011238117413578583, 'margin_per_char': -0.07340936060284993, 'total_prob': 2.4873792017894734e-05, 'total_prob_per_token': 0.04758748030015948, 'total_prob_per_char': 1.4641415273909713, 'uncond_correct_prob': 2.185064281350618e-06, 'uncond_correct_prob_per_token': 0.006051326790401812, 'uncond_correct_prob_per_char': 0.3246356681872283, 'uncond_total_prob': 8.665816303095695e-06, 'norm_correct_prob': 0.18613548541225725, 'norm_correct_prob_per_token': 0.2617998933548252, 'norm_correct_prob_per_char': 0.2457516200053977, 'primary_metric': 0.18518518518518517}
10M
DCLM-Baseline
mmlu_jurisprudence
10,000
small aux 3
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.25, 'predicted_index_per_token': 1.5185185185185186, 'predicted_index_per_char': 1.4722222222222223, 'predicted_index_per_byte': 1.4722222222222223, 'predicted_index_uncond': 1.3240740740740742, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.18518518518518517, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -46.707870677665426, 'logits_per_token_corr': -5.748876892349932, 'logits_per_char_corr': -1.116630222094711, 'bits_per_byte_corr': 1.6109568839239388, 'correct_prob': 4.589991746147729e-06, 'correct_prob_per_token': 0.01032525828177897, 'correct_prob_per_char': 0.3608530307239594, 'margin': -2.0567095800140483e-05, 'margin_per_token': -0.010790647125289975, 'margin_per_char': -0.0739480977349495, 'total_prob': 3.590577709587902e-05, 'total_prob_per_token': 0.046659167773572166, 'total_prob_per_char': 1.4675131190494055, 'uncond_correct_prob': 2.6015365545290617e-06, 'uncond_correct_prob_per_token': 0.005931490894359732, 'uncond_correct_prob_per_char': 0.32615220117608396, 'uncond_total_prob': 9.277071222745672e-06, 'norm_correct_prob': 0.1843206041936466, 'norm_correct_prob_per_token': 0.2573556508537194, 'norm_correct_prob_per_char': 0.24413038713316146, 'primary_metric': 0.18518518518518517}
10M
DCLM-Baseline
mmlu_jurisprudence
10,000
default
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.4259259259259258, 'predicted_index_per_token': 1.6574074074074074, 'predicted_index_per_char': 1.5740740740740742, 'predicted_index_per_byte': 1.5740740740740742, 'predicted_index_uncond': 1.6759259259259258, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.14814814814814814, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -46.992167163778234, 'logits_per_token_corr': -5.749959447248364, 'logits_per_char_corr': -1.1245960672262214, 'bits_per_byte_corr': 1.6224491691916658, 'correct_prob': 4.498268013663941e-06, 'correct_prob_per_token': 0.00963464425062068, 'correct_prob_per_char': 0.3581815916061248, 'margin': -1.2798224918810085e-05, 'margin_per_token': -0.010368508632484997, 'margin_per_char': -0.07744931072067426, 'total_prob': 2.6908718140002723e-05, 'total_prob_per_token': 0.04388464014897669, 'total_prob_per_char': 1.4598476962080384, 'uncond_correct_prob': 4.0412567587520467e-07, 'uncond_correct_prob_per_token': 0.005811370238736496, 'uncond_correct_prob_per_char': 0.31655598787427613, 'uncond_total_prob': 2.128027719892258e-06, 'norm_correct_prob': 0.1586048099537861, 'norm_correct_prob_per_token': 0.25419863738949655, 'norm_correct_prob_per_char': 0.2427172766218434, 'primary_metric': 0.14814814814814814}
10M
DCLM-Baseline
mmlu_jurisprudence
11,250
small aux 2
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.3333333333333333, 'predicted_index_per_token': 1.6759259259259258, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.4444444444444444, 'predicted_index_uncond': 1.6574074074074074, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.1388888888888889, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.17592592592592593, 'acc_per_byte': 0.17592592592592593, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -45.91638776549586, 'logits_per_token_corr': -5.612140322012447, 'logits_per_char_corr': -1.0896085651171437, 'bits_per_byte_corr': 1.5719728734057716, 'correct_prob': 7.5369404133697576e-06, 'correct_prob_per_token': 0.010561261012469568, 'correct_prob_per_char': 0.3659222010720946, 'margin': -1.6980422219125077e-05, 'margin_per_token': -0.012244634557921918, 'margin_per_char': -0.07598914990887422, 'total_prob': 3.810376916695826e-05, 'total_prob_per_token': 0.04947592548071955, 'total_prob_per_char': 1.4908947588467114, 'uncond_correct_prob': 1.3536101446428315e-06, 'uncond_correct_prob_per_token': 0.0053286539367050955, 'uncond_correct_prob_per_char': 0.317695278742111, 'uncond_total_prob': 6.57380740755498e-06, 'norm_correct_prob': 0.15700568506209736, 'norm_correct_prob_per_token': 0.2613692246759607, 'norm_correct_prob_per_char': 0.24419294567723726, 'primary_metric': 0.1388888888888889}
10M
DCLM-Baseline
mmlu_jurisprudence
11,250
small aux 3
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.3518518518518519, 'predicted_index_per_token': 1.6296296296296295, 'predicted_index_per_char': 1.5092592592592593, 'predicted_index_per_byte': 1.5092592592592593, 'predicted_index_uncond': 1.5462962962962963, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.19444444444444445, 'acc_per_token': 0.21296296296296297, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.23148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -45.8958386933362, 'logits_per_token_corr': -5.6254823395188405, 'logits_per_char_corr': -1.0933545203491217, 'bits_per_byte_corr': 1.5773771444423421, 'correct_prob': 7.577745334550733e-06, 'correct_prob_per_token': 0.010763868357317683, 'correct_prob_per_char': 0.36584446836760354, 'margin': -2.760254773216948e-05, 'margin_per_token': -0.01116275028634827, 'margin_per_char': -0.07655961272495206, 'total_prob': 5.297271738355638e-05, 'total_prob_per_token': 0.04901346201429035, 'total_prob_per_char': 1.4921157302392498, 'uncond_correct_prob': 3.4557323191251993e-06, 'uncond_correct_prob_per_token': 0.005898998059834808, 'uncond_correct_prob_per_char': 0.3288654124206683, 'uncond_total_prob': 1.3202059505928698e-05, 'norm_correct_prob': 0.18420906066645693, 'norm_correct_prob_per_token': 0.2574729766892238, 'norm_correct_prob_per_char': 0.24392921239370935, 'primary_metric': 0.19444444444444445}
10M
DCLM-Baseline
mmlu_jurisprudence
11,250
default
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.3240740740740742, 'predicted_index_per_token': 1.5648148148148149, 'predicted_index_per_char': 1.6296296296296295, 'predicted_index_per_byte': 1.6296296296296295, 'predicted_index_uncond': 1.5740740740740742, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.18518518518518517, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.26851851851851855, 'no_answer': 0.0, 'sum_logits_corr': -46.0572706858317, 'logits_per_token_corr': -5.684093722307442, 'logits_per_char_corr': -1.107429483122304, 'bits_per_byte_corr': 1.597683023435924, 'correct_prob': 4.067015884240023e-06, 'correct_prob_per_token': 0.010618677564026598, 'correct_prob_per_char': 0.3631888877263389, 'margin': -9.36380700368351e-06, 'margin_per_token': -0.009770730424095979, 'margin_per_char': -0.07411694361250121, 'total_prob': 2.1370957400006435e-05, 'total_prob_per_token': 0.04625278627196622, 'total_prob_per_char': 1.468372858600065, 'uncond_correct_prob': 1.1357661128258087e-06, 'uncond_correct_prob_per_token': 0.005795724094200867, 'uncond_correct_prob_per_char': 0.3220226832581435, 'uncond_total_prob': 5.018652401798928e-06, 'norm_correct_prob': 0.17901829536241134, 'norm_correct_prob_per_token': 0.2567371757169625, 'norm_correct_prob_per_char': 0.24555476227409556, 'primary_metric': 0.18518518518518517}
10M
DCLM-Baseline
mmlu_jurisprudence
12,500
small aux 2
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.3148148148148149, 'predicted_index_per_token': 1.712962962962963, 'predicted_index_per_char': 1.5185185185185186, 'predicted_index_per_byte': 1.5185185185185186, 'predicted_index_uncond': 1.6574074074074074, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.1574074074074074, 'acc_per_token': 0.2037037037037037, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -45.471544654281054, 'logits_per_token_corr': -5.669965475338091, 'logits_per_char_corr': -1.0977000788210058, 'bits_per_byte_corr': 1.583646460099627, 'correct_prob': 2.003558128704821e-06, 'correct_prob_per_token': 0.011245076727458546, 'correct_prob_per_char': 0.36591052290391834, 'margin': -1.0715486869077865e-05, 'margin_per_token': -0.012724752861603447, 'margin_per_char': -0.07762000194137962, 'total_prob': 1.7605281940242493e-05, 'total_prob_per_token': 0.05194982032840793, 'total_prob_per_char': 1.4885395775122017, 'uncond_correct_prob': 1.779978719507327e-06, 'uncond_correct_prob_per_token': 0.005740288714511329, 'uncond_correct_prob_per_char': 0.32212790296868393, 'uncond_total_prob': 7.96436116015442e-06, 'norm_correct_prob': 0.15923943414517486, 'norm_correct_prob_per_token': 0.25922691506730433, 'norm_correct_prob_per_char': 0.24457207555537647, 'primary_metric': 0.1574074074074074}
10M
DCLM-Baseline
mmlu_jurisprudence
12,500
small aux 3
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.3518518518518519, 'predicted_index_per_token': 1.5833333333333333, 'predicted_index_per_char': 1.5648148148148149, 'predicted_index_per_byte': 1.5648148148148149, 'predicted_index_uncond': 1.5277777777777777, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.18518518518518517, 'acc_per_token': 0.21296296296296297, 'acc_per_char': 0.17592592592592593, 'acc_per_byte': 0.17592592592592593, 'acc_uncond': 0.24074074074074073, 'no_answer': 0.0, 'sum_logits_corr': -45.83223248411108, 'logits_per_token_corr': -5.684886047749262, 'logits_per_char_corr': -1.1055679174830095, 'bits_per_byte_corr': 1.5949973519198228, 'correct_prob': 3.95544820943383e-06, 'correct_prob_per_token': 0.010627325607242912, 'correct_prob_per_char': 0.3639796558419867, 'margin': -3.427931235955759e-05, 'margin_per_token': -0.01229144500542146, 'margin_per_char': -0.07949859505107176, 'total_prob': 4.8261036054241316e-05, 'total_prob_per_token': 0.0506564812600335, 'total_prob_per_char': 1.4906879840264164, 'uncond_correct_prob': 1.714099102547894e-06, 'uncond_correct_prob_per_token': 0.0056042640489567495, 'uncond_correct_prob_per_char': 0.3243970421323269, 'uncond_total_prob': 7.891736034790877e-06, 'norm_correct_prob': 0.1808190039797202, 'norm_correct_prob_per_token': 0.25406542937153687, 'norm_correct_prob_per_char': 0.2428382875297867, 'primary_metric': 0.18518518518518517}
10M
DCLM-Baseline
mmlu_jurisprudence
12,500
default
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.3981481481481481, 'predicted_index_per_token': 1.5277777777777777, 'predicted_index_per_char': 1.5833333333333333, 'predicted_index_per_byte': 1.5833333333333333, 'predicted_index_uncond': 1.5648148148148149, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.17592592592592593, 'acc_per_token': 0.21296296296296297, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.3333333333333333, 'no_answer': 0.0, 'sum_logits_corr': -45.411335194552386, 'logits_per_token_corr': -5.6022597151262685, 'logits_per_char_corr': -1.0908621418612512, 'bits_per_byte_corr': 1.5737814023578707, 'correct_prob': 5.774417056719882e-06, 'correct_prob_per_token': 0.01128741117905092, 'correct_prob_per_char': 0.3681999878814655, 'margin': -2.6928565036181977e-05, 'margin_per_token': -0.011017804256643886, 'margin_per_char': -0.07760462904779557, 'total_prob': 4.396806351997089e-05, 'total_prob_per_token': 0.049643750387333305, 'total_prob_per_char': 1.496459155307976, 'uncond_correct_prob': 1.859827650194211e-06, 'uncond_correct_prob_per_token': 0.006121388907577208, 'uncond_correct_prob_per_char': 0.3258157811034455, 'uncond_total_prob': 8.138457550284704e-06, 'norm_correct_prob': 0.16839984266326571, 'norm_correct_prob_per_token': 0.25300157750773955, 'norm_correct_prob_per_char': 0.24411740008768207, 'primary_metric': 0.17592592592592593}
10M
DCLM-Baseline
mmlu_jurisprudence
13,750
small aux 2
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.3888888888888888, 'predicted_index_per_token': 1.6296296296296295, 'predicted_index_per_char': 1.462962962962963, 'predicted_index_per_byte': 1.462962962962963, 'predicted_index_uncond': 1.5740740740740742, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.17592592592592593, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.26851851851851855, 'no_answer': 0.0, 'sum_logits_corr': -44.606962036203456, 'logits_per_token_corr': -5.529947905109112, 'logits_per_char_corr': -1.0697044227381458, 'bits_per_byte_corr': 1.5432572659024226, 'correct_prob': 3.772118697038424e-06, 'correct_prob_per_token': 0.012029873515006863, 'correct_prob_per_char': 0.37378166398068857, 'margin': -3.203181285917508e-05, 'margin_per_token': -0.013433989908254973, 'margin_per_char': -0.07639775669749528, 'total_prob': 4.556600469597583e-05, 'total_prob_per_token': 0.0555608697919771, 'total_prob_per_char': 1.5184291689081653, 'uncond_correct_prob': 2.0218899934245826e-06, 'uncond_correct_prob_per_token': 0.0061585141698148275, 'uncond_correct_prob_per_char': 0.3271043735757161, 'uncond_total_prob': 8.664995595640796e-06, 'norm_correct_prob': 0.1691191303910769, 'norm_correct_prob_per_token': 0.2634472108327935, 'norm_correct_prob_per_char': 0.2456035467082604, 'primary_metric': 0.17592592592592593}
10M
DCLM-Baseline
mmlu_jurisprudence
13,750
small aux 3
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.287037037037037, 'predicted_index_per_token': 1.5092592592592593, 'predicted_index_per_char': 1.5277777777777777, 'predicted_index_per_byte': 1.5277777777777777, 'predicted_index_uncond': 1.4537037037037037, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.19444444444444445, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.24074074074074073, 'no_answer': 0.0, 'sum_logits_corr': -45.17458608856908, 'logits_per_token_corr': -5.619352983856043, 'logits_per_char_corr': -1.0897605320914734, 'bits_per_byte_corr': 1.5721921154060168, 'correct_prob': 7.0651424708274475e-06, 'correct_prob_per_token': 0.011746344594646976, 'correct_prob_per_char': 0.36929188439443195, 'margin': -2.9016393773177054e-05, 'margin_per_token': -0.012162705625404687, 'margin_per_char': -0.07894591906241599, 'total_prob': 5.161769599532021e-05, 'total_prob_per_token': 0.05379147481974536, 'total_prob_per_char': 1.509054785700067, 'uncond_correct_prob': 2.3292673400172867e-06, 'uncond_correct_prob_per_token': 0.006067355687120503, 'uncond_correct_prob_per_char': 0.3284112837486849, 'uncond_total_prob': 1.0107502616633246e-05, 'norm_correct_prob': 0.18281433232870997, 'norm_correct_prob_per_token': 0.25624836342101137, 'norm_correct_prob_per_char': 0.24351964657742992, 'primary_metric': 0.19444444444444445}
10M
DCLM-Baseline
mmlu_jurisprudence
13,750
default
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.3055555555555556, 'predicted_index_per_token': 1.5740740740740742, 'predicted_index_per_char': 1.5462962962962963, 'predicted_index_per_byte': 1.5462962962962963, 'predicted_index_uncond': 1.6388888888888888, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.14814814814814814, 'acc_per_token': 0.25, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.32407407407407407, 'no_answer': 0.0, 'sum_logits_corr': -44.80282053241023, 'logits_per_token_corr': -5.56069622649985, 'logits_per_char_corr': -1.0810097133082466, 'bits_per_byte_corr': 1.5595673525437281, 'correct_prob': 3.5139675085634175e-06, 'correct_prob_per_token': 0.011883420903499798, 'correct_prob_per_char': 0.37192959900977846, 'margin': -1.1096596210991381e-05, 'margin_per_token': -0.010968877012119209, 'margin_per_char': -0.07295367906978377, 'total_prob': 2.2227256168481385e-05, 'total_prob_per_token': 0.05187564962164138, 'total_prob_per_char': 1.5044955024064999, 'uncond_correct_prob': 2.3285608713692624e-06, 'uncond_correct_prob_per_token': 0.00637559538969833, 'uncond_correct_prob_per_char': 0.3288818052447687, 'uncond_total_prob': 9.360974917694644e-06, 'norm_correct_prob': 0.16548983807589546, 'norm_correct_prob_per_token': 0.2631585017758062, 'norm_correct_prob_per_char': 0.24570274578142623, 'primary_metric': 0.14814814814814814}
10M
DCLM-Baseline
mmlu_jurisprudence
15,000
small aux 2
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.4166666666666667, 'predicted_index_per_token': 1.7407407407407407, 'predicted_index_per_char': 1.5740740740740742, 'predicted_index_per_byte': 1.5740740740740742, 'predicted_index_uncond': 1.6944444444444444, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.16666666666666666, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.3055555555555556, 'no_answer': 0.0, 'sum_logits_corr': -44.61895468499925, 'logits_per_token_corr': -5.5304171547524605, 'logits_per_char_corr': -1.0688494962808288, 'bits_per_byte_corr': 1.5420238677421259, 'correct_prob': 3.419797212752777e-06, 'correct_prob_per_token': 0.01201322588924355, 'correct_prob_per_char': 0.373538355705363, 'margin': -2.5614163897318476e-05, 'margin_per_token': -0.01365543961528808, 'margin_per_char': -0.07669871633927879, 'total_prob': 3.7303971028654353e-05, 'total_prob_per_token': 0.05562268793068655, 'total_prob_per_char': 1.5177319676489152, 'uncond_correct_prob': 2.3298829887173887e-06, 'uncond_correct_prob_per_token': 0.005704197715593394, 'uncond_correct_prob_per_char': 0.32303099952597486, 'uncond_total_prob': 1.010652673719022e-05, 'norm_correct_prob': 0.16433374507299006, 'norm_correct_prob_per_token': 0.2589011775333195, 'norm_correct_prob_per_char': 0.2457865746131937, 'primary_metric': 0.16666666666666666}
10M
DCLM-Baseline
mmlu_jurisprudence
15,000
small aux 3
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.3055555555555556, 'predicted_index_per_token': 1.4722222222222223, 'predicted_index_per_char': 1.537037037037037, 'predicted_index_per_byte': 1.537037037037037, 'predicted_index_uncond': 1.5740740740740742, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.18518518518518517, 'acc_per_token': 0.2037037037037037, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -45.08518435336925, 'logits_per_token_corr': -5.630645849201229, 'logits_per_char_corr': -1.092709740446575, 'bits_per_byte_corr': 1.5764469236744725, 'correct_prob': 5.15930785178406e-06, 'correct_prob_per_token': 0.011583702781325112, 'correct_prob_per_char': 0.3691209197425317, 'margin': -4.348563688805006e-05, 'margin_per_token': -0.01233056912882946, 'margin_per_char': -0.07859411028698661, 'total_prob': 6.130484080146477e-05, 'total_prob_per_token': 0.053761584822412084, 'total_prob_per_char': 1.5097235779073854, 'uncond_correct_prob': 2.061928916999384e-06, 'uncond_correct_prob_per_token': 0.0059938075551008736, 'uncond_correct_prob_per_char': 0.3277020567898462, 'uncond_total_prob': 9.32240533679027e-06, 'norm_correct_prob': 0.18139122860430887, 'norm_correct_prob_per_token': 0.25332323335631113, 'norm_correct_prob_per_char': 0.24318186356460617, 'primary_metric': 0.18518518518518517}
10M
DCLM-Baseline
mmlu_jurisprudence
15,000
default
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.3425925925925926, 'predicted_index_per_token': 1.6388888888888888, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.5555555555555556, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.17592592592592593, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.18518518518518517, 'acc_per_byte': 0.18518518518518517, 'acc_uncond': 0.3148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -44.65341603314435, 'logits_per_token_corr': -5.506325246854171, 'logits_per_char_corr': -1.0722790429561573, 'bits_per_byte_corr': 1.5469716577231236, 'correct_prob': 7.001881221037044e-06, 'correct_prob_per_token': 0.012091205568293488, 'correct_prob_per_char': 0.3742847145431508, 'margin': -2.886072235562063e-05, 'margin_per_token': -0.011330465125471036, 'margin_per_char': -0.07530033891155305, 'total_prob': 4.879717661820771e-05, 'total_prob_per_token': 0.05280872999919547, 'total_prob_per_char': 1.5157864757955226, 'uncond_correct_prob': 2.1014883652291272e-06, 'uncond_correct_prob_per_token': 0.006544618556514465, 'uncond_correct_prob_per_char': 0.3298307845915257, 'uncond_total_prob': 9.031436358085192e-06, 'norm_correct_prob': 0.17087925319888683, 'norm_correct_prob_per_token': 0.25959903087498876, 'norm_correct_prob_per_char': 0.24530191522565115, 'primary_metric': 0.17592592592592593}
10M
DCLM-Baseline
mmlu_jurisprudence
15,117
small aux 2
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.4166666666666667, 'predicted_index_per_token': 1.7222222222222223, 'predicted_index_per_char': 1.5277777777777777, 'predicted_index_per_byte': 1.5277777777777777, 'predicted_index_uncond': 1.6851851851851851, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.16666666666666666, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.3148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -44.68533948615745, 'logits_per_token_corr': -5.536588078533545, 'logits_per_char_corr': -1.0700344675006734, 'bits_per_byte_corr': 1.5437334198445933, 'correct_prob': 3.4391339235723115e-06, 'correct_prob_per_token': 0.011920496158422967, 'correct_prob_per_char': 0.3729576198686549, 'margin': -2.4779628970969306e-05, 'margin_per_token': -0.013671900625330365, 'margin_per_char': -0.07699952268410064, 'total_prob': 3.669944230144097e-05, 'total_prob_per_token': 0.05547850273901971, 'total_prob_per_char': 1.5169543683200846, 'uncond_correct_prob': 2.216325355918109e-06, 'uncond_correct_prob_per_token': 0.0057258623118768065, 'uncond_correct_prob_per_char': 0.3232317384878898, 'uncond_total_prob': 9.653849099348045e-06, 'norm_correct_prob': 0.16205449980730163, 'norm_correct_prob_per_token': 0.25790811858164886, 'norm_correct_prob_per_char': 0.24552236966051358, 'primary_metric': 0.16666666666666666}
10M
DCLM-Baseline
mmlu_jurisprudence
15,117
small aux 3
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.3148148148148149, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.4907407407407407, 'predicted_index_per_byte': 1.4907407407407407, 'predicted_index_uncond': 1.5185185185185186, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.19444444444444445, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -44.98459974924723, 'logits_per_token_corr': -5.6133038257654855, 'logits_per_char_corr': -1.0892955618497342, 'bits_per_byte_corr': 1.571521305144098, 'correct_prob': 5.34167192128552e-06, 'correct_prob_per_token': 0.01169307884496517, 'correct_prob_per_char': 0.3698791090869796, 'margin': -3.73824766606598e-05, 'margin_per_token': -0.012388816841429796, 'margin_per_char': -0.07878008927762023, 'total_prob': 5.606178942298143e-05, 'total_prob_per_token': 0.05423326723652347, 'total_prob_per_char': 1.5137282802403602, 'uncond_correct_prob': 2.126166469451449e-06, 'uncond_correct_prob_per_token': 0.005914263946112609, 'uncond_correct_prob_per_char': 0.3269040503693524, 'uncond_total_prob': 9.589703876223628e-06, 'norm_correct_prob': 0.1797457625467488, 'norm_correct_prob_per_token': 0.25303664700409767, 'norm_correct_prob_per_char': 0.24299158948604463, 'primary_metric': 0.19444444444444445}
10M
DCLM-Baseline
mmlu_jurisprudence
15,117
default
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.3240740740740742, 'predicted_index_per_token': 1.6203703703703705, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.5740740740740742, 'correct_choice': 1.3981481481481481, 'acc_raw': 0.18518518518518517, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.2222222222222222, 'acc_per_byte': 0.2222222222222222, 'acc_uncond': 0.3148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -44.61076309062816, 'logits_per_token_corr': -5.49919564950677, 'logits_per_char_corr': -1.0713224659057117, 'bits_per_byte_corr': 1.5455916087562158, 'correct_prob': 7.221763591538852e-06, 'correct_prob_per_token': 0.012168753717828273, 'correct_prob_per_char': 0.37475664544518844, 'margin': -2.7375200013029235e-05, 'margin_per_token': -0.011369067353753506, 'margin_per_char': -0.07510615447403629, 'total_prob': 4.7612453963560696e-05, 'total_prob_per_token': 0.05316457412079946, 'total_prob_per_char': 1.51685275193036, 'uncond_correct_prob': 1.9786198744875694e-06, 'uncond_correct_prob_per_token': 0.006579925126336461, 'uncond_correct_prob_per_char': 0.3296429775299029, 'uncond_total_prob': 8.271395864851366e-06, 'norm_correct_prob': 0.17527855137730697, 'norm_correct_prob_per_token': 0.2606341496716976, 'norm_correct_prob_per_char': 0.24555478579568002, 'primary_metric': 0.18518518518518517}
10M
DCLM-Baseline
mmlu_logical_fallacies
0
small aux 2
5xC
0
0
{'predicted_index_raw': 1.6196319018404908, 'predicted_index_per_token': 1.6993865030674846, 'predicted_index_per_char': 1.4846625766871167, 'predicted_index_per_byte': 1.4846625766871167, 'predicted_index_uncond': 1.6809815950920246, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.20245398773006135, 'acc_per_token': 0.20245398773006135, 'acc_per_char': 0.25153374233128833, 'acc_per_byte': 0.25153374233128833, 'acc_uncond': 0.22085889570552147, 'no_answer': 0.0, 'sum_logits_corr': -94.15793417129049, 'logits_per_token_corr': -10.870344605504876, 'logits_per_char_corr': -2.0098702055952535, 'bits_per_byte_corr': 2.899629778444837, 'correct_prob': 4.922103422711184e-07, 'correct_prob_per_token': 1.9166092660900734e-05, 'correct_prob_per_char': 0.15211475405180577, 'margin': -1.2850725513706824e-06, 'margin_per_token': -2.459487510593815e-06, 'margin_per_char': -0.045101334724569495, 'total_prob': 2.3633368207464876e-06, 'total_prob_per_token': 7.75846823541943e-05, 'total_prob_per_char': 0.5883777050819025, 'uncond_correct_prob': 5.449395061513917e-07, 'uncond_correct_prob_per_token': 1.9546734858243052e-05, 'uncond_correct_prob_per_char': 0.15268808480146145, 'uncond_total_prob': 2.3373961792945456e-06, 'norm_correct_prob': 0.19136930154846302, 'norm_correct_prob_per_token': 0.24712088473190214, 'norm_correct_prob_per_char': 0.2588707207904765, 'primary_metric': 0.20245398773006135}
10M
DCLM-Baseline
mmlu_logical_fallacies
0
small aux 3
5xC
0
0
{'predicted_index_raw': 1.4846625766871167, 'predicted_index_per_token': 1.4417177914110428, 'predicted_index_per_char': 1.50920245398773, 'predicted_index_per_byte': 1.50920245398773, 'predicted_index_uncond': 1.361963190184049, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.1656441717791411, 'acc_per_token': 0.2331288343558282, 'acc_per_char': 0.2392638036809816, 'acc_per_byte': 0.2392638036809816, 'acc_uncond': 0.26380368098159507, 'no_answer': 0.0, 'sum_logits_corr': -93.62694833322537, 'logits_per_token_corr': -10.822323773594999, 'logits_per_char_corr': -2.001713881934087, 'bits_per_byte_corr': 2.8878626907469784, 'correct_prob': 5.116717566399672e-07, 'correct_prob_per_token': 2.0074747190318205e-05, 'correct_prob_per_char': 0.15337533636416978, 'margin': -9.49343860780789e-07, 'margin_per_token': -1.7155824856415777e-06, 'margin_per_char': -0.04492635341735648, 'total_prob': 2.079262774037969e-06, 'total_prob_per_token': 7.995654174465195e-05, 'total_prob_per_char': 0.5918398669479356, 'uncond_correct_prob': 5.318420832790977e-07, 'uncond_correct_prob_per_token': 1.990120306503136e-05, 'uncond_correct_prob_per_char': 0.15320652878458718, 'uncond_total_prob': 2.2791124400649824e-06, 'norm_correct_prob': 0.18596938237155122, 'norm_correct_prob_per_token': 0.250990969572843, 'norm_correct_prob_per_char': 0.25934168585022166, 'primary_metric': 0.1656441717791411}
10M
DCLM-Baseline
mmlu_logical_fallacies
0
default
5xC
0
0
{'predicted_index_raw': 1.5337423312883436, 'predicted_index_per_token': 1.521472392638037, 'predicted_index_per_char': 1.49079754601227, 'predicted_index_per_byte': 1.49079754601227, 'predicted_index_uncond': 1.4539877300613497, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.17177914110429449, 'acc_per_token': 0.19631901840490798, 'acc_per_char': 0.24539877300613497, 'acc_per_byte': 0.24539877300613497, 'acc_uncond': 0.2085889570552147, 'no_answer': 0.0, 'sum_logits_corr': -94.24152180022257, 'logits_per_token_corr': -10.875023213065921, 'logits_per_char_corr': -2.0112706366381774, 'bits_per_byte_corr': 2.9016501733655713, 'correct_prob': 4.4092089005779455e-07, 'correct_prob_per_token': 1.902249884763e-05, 'correct_prob_per_char': 0.15205906276252779, 'margin': -1.0295551714839597e-06, 'margin_per_token': -1.8054603132855522e-06, 'margin_per_char': -0.04562876225570246, 'total_prob': 1.9814605383809202e-06, 'total_prob_per_token': 7.678779776816161e-05, 'total_prob_per_char': 0.5881607115804771, 'uncond_correct_prob': 5.335781620641769e-07, 'uncond_correct_prob_per_token': 1.9384213058439004e-05, 'uncond_correct_prob_per_char': 0.1525607049133589, 'uncond_total_prob': 2.4421695528885797e-06, 'norm_correct_prob': 0.1860437169442364, 'norm_correct_prob_per_token': 0.24773255916856335, 'norm_correct_prob_per_char': 0.2588918447510071, 'primary_metric': 0.17177914110429449}
10M
DCLM-Baseline
mmlu_logical_fallacies
2,500
small aux 2
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.6196319018404908, 'predicted_index_per_token': 1.49079754601227, 'predicted_index_per_char': 1.5766871165644172, 'predicted_index_per_byte': 1.5766871165644172, 'predicted_index_uncond': 1.3680981595092025, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2147239263803681, 'acc_per_token': 0.2883435582822086, 'acc_per_char': 0.3067484662576687, 'acc_per_byte': 0.3067484662576687, 'acc_uncond': 0.34355828220858897, 'no_answer': 0.0, 'sum_logits_corr': -45.40579249376168, 'logits_per_token_corr': -6.567358990904488, 'logits_per_char_corr': -1.1807525339486866, 'bits_per_byte_corr': 1.7034658252460713, 'correct_prob': 8.440560818698437e-07, 'correct_prob_per_token': 0.005528900039723096, 'correct_prob_per_char': 0.33390690451690574, 'margin': -3.6059437832658266e-06, 'margin_per_token': -0.003551168003239112, 'margin_per_char': -0.0445735799083432, 'total_prob': 5.580008787902855e-06, 'total_prob_per_token': 0.02047768829408985, 'total_prob_per_char': 1.2669246198929707, 'uncond_correct_prob': 9.403173597397718e-08, 'uncond_correct_prob_per_token': 0.004005087167619779, 'uncond_correct_prob_per_char': 0.3043002037191393, 'uncond_total_prob': 6.254782136629919e-07, 'norm_correct_prob': 0.2173203687742188, 'norm_correct_prob_per_token': 0.2828297186200945, 'norm_correct_prob_per_char': 0.26716214738919036, 'primary_metric': 0.2147239263803681}
10M
DCLM-Baseline
mmlu_logical_fallacies
2,500
small aux 3
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.5644171779141105, 'predicted_index_per_token': 1.4478527607361964, 'predicted_index_per_char': 1.4846625766871167, 'predicted_index_per_byte': 1.4846625766871167, 'predicted_index_uncond': 1.5705521472392638, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.24539877300613497, 'acc_per_token': 0.2883435582822086, 'acc_per_char': 0.31901840490797545, 'acc_per_byte': 0.31901840490797545, 'acc_uncond': 0.26380368098159507, 'no_answer': 0.0, 'sum_logits_corr': -45.42511712407773, 'logits_per_token_corr': -6.536940760046823, 'logits_per_char_corr': -1.1775363929406393, 'bits_per_byte_corr': 1.6988259145629583, 'correct_prob': 5.781777012529911e-07, 'correct_prob_per_token': 0.005492209422535701, 'correct_prob_per_char': 0.33527417215288, 'margin': -1.215384833752393e-05, 'margin_per_token': -0.0031727758936973345, 'margin_per_char': -0.04204910544257513, 'total_prob': 1.3951146313432038e-05, 'total_prob_per_token': 0.019937613596341074, 'total_prob_per_char': 1.2708411755319118, 'uncond_correct_prob': 2.1160688258460908e-07, 'uncond_correct_prob_per_token': 0.002874092736390231, 'uncond_correct_prob_per_char': 0.28542901252531744, 'uncond_total_prob': 1.7164549394860787e-06, 'norm_correct_prob': 0.2348984434292081, 'norm_correct_prob_per_token': 0.2736101750230012, 'norm_correct_prob_per_char': 0.2659318406527407, 'primary_metric': 0.24539877300613497}
10M
DCLM-Baseline
mmlu_logical_fallacies
2,500
default
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.7116564417177915, 'predicted_index_per_token': 1.50920245398773, 'predicted_index_per_char': 1.6441717791411044, 'predicted_index_per_byte': 1.6441717791411044, 'predicted_index_uncond': 1.539877300613497, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.22699386503067484, 'acc_per_token': 0.2883435582822086, 'acc_per_char': 0.3006134969325153, 'acc_per_byte': 0.3006134969325153, 'acc_uncond': 0.3067484662576687, 'no_answer': 0.0, 'sum_logits_corr': -45.90265557224765, 'logits_per_token_corr': -6.766534683881123, 'logits_per_char_corr': -1.2055223149368972, 'bits_per_byte_corr': 1.739201065441694, 'correct_prob': 7.08343767737804e-08, 'correct_prob_per_token': 0.005335907404492747, 'correct_prob_per_char': 0.32622570260625355, 'margin': -6.720382406932657e-07, 'margin_per_token': -0.0026577842307346266, 'margin_per_char': -0.04233922517086306, 'total_prob': 8.395411911934435e-07, 'total_prob_per_token': 0.019074164267020695, 'total_prob_per_char': 1.2330041019031663, 'uncond_correct_prob': 1.0622971262538608e-07, 'uncond_correct_prob_per_token': 0.0033462783463787415, 'uncond_correct_prob_per_char': 0.3008401902021704, 'uncond_total_prob': 6.19589780283519e-07, 'norm_correct_prob': 0.21991632567142863, 'norm_correct_prob_per_token': 0.29200499164858307, 'norm_correct_prob_per_char': 0.26880006971990816, 'primary_metric': 0.22699386503067484}
10M
DCLM-Baseline
mmlu_logical_fallacies
3,750
small aux 2
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.6687116564417177, 'predicted_index_per_token': 1.5030674846625767, 'predicted_index_per_char': 1.638036809815951, 'predicted_index_per_byte': 1.638036809815951, 'predicted_index_uncond': 1.4233128834355828, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2331288343558282, 'acc_per_token': 0.294478527607362, 'acc_per_char': 0.2883435582822086, 'acc_per_byte': 0.2883435582822086, 'acc_uncond': 0.2883435582822086, 'no_answer': 0.0, 'sum_logits_corr': -45.59029678040487, 'logits_per_token_corr': -6.685342511635273, 'logits_per_char_corr': -1.2028155854614913, 'bits_per_byte_corr': 1.735296080250495, 'correct_prob': 3.0081223521612365e-07, 'correct_prob_per_token': 0.005490832354581829, 'correct_prob_per_char': 0.33009607434219135, 'margin': -6.6544743181683366e-06, 'margin_per_token': -0.0028384171004089214, 'margin_per_char': -0.0505618578461961, 'total_prob': 7.314887703588402e-06, 'total_prob_per_token': 0.01986205758578775, 'total_prob_per_char': 1.2570031706689042, 'uncond_correct_prob': 3.6224705346161777e-07, 'uncond_correct_prob_per_token': 0.003922362937598286, 'uncond_correct_prob_per_char': 0.30712153148677346, 'uncond_total_prob': 2.7901244444176177e-06, 'norm_correct_prob': 0.22467661234629668, 'norm_correct_prob_per_token': 0.27753069513276835, 'norm_correct_prob_per_char': 0.26612915233018464, 'primary_metric': 0.2331288343558282}
10M
DCLM-Baseline
mmlu_logical_fallacies
3,750
small aux 3
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.6993865030674846, 'predicted_index_per_token': 1.49079754601227, 'predicted_index_per_char': 1.638036809815951, 'predicted_index_per_byte': 1.638036809815951, 'predicted_index_uncond': 1.5582822085889572, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2392638036809816, 'acc_per_token': 0.26380368098159507, 'acc_per_char': 0.3128834355828221, 'acc_per_byte': 0.3128834355828221, 'acc_uncond': 0.34355828220858897, 'no_answer': 0.0, 'sum_logits_corr': -45.191554718953704, 'logits_per_token_corr': -6.549603464198254, 'logits_per_char_corr': -1.1734980217895195, 'bits_per_byte_corr': 1.6929997765299647, 'correct_prob': 5.502212193911582e-07, 'correct_prob_per_token': 0.005463619517241241, 'correct_prob_per_char': 0.33554338420642227, 'margin': -3.46586429092164e-06, 'margin_per_token': -0.0028639133163818665, 'margin_per_char': -0.04152500291451333, 'total_prob': 4.665036090863379e-06, 'total_prob_per_token': 0.019509470462528794, 'total_prob_per_char': 1.266621438591174, 'uncond_correct_prob': 2.7365573466606993e-07, 'uncond_correct_prob_per_token': 0.00399728531249209, 'uncond_correct_prob_per_char': 0.30965601160225215, 'uncond_total_prob': 2.0316925087056033e-06, 'norm_correct_prob': 0.23973588843132523, 'norm_correct_prob_per_token': 0.2829971619851006, 'norm_correct_prob_per_char': 0.2685591687452295, 'primary_metric': 0.2392638036809816}
10M
DCLM-Baseline
mmlu_logical_fallacies
3,750
default
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.7239263803680982, 'predicted_index_per_token': 1.3865030674846626, 'predicted_index_per_char': 1.6012269938650308, 'predicted_index_per_byte': 1.6012269938650308, 'predicted_index_uncond': 1.687116564417178, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2147239263803681, 'acc_per_token': 0.25153374233128833, 'acc_per_char': 0.32515337423312884, 'acc_per_byte': 0.32515337423312884, 'acc_uncond': 0.3128834355828221, 'no_answer': 0.0, 'sum_logits_corr': -44.660215676196515, 'logits_per_token_corr': -6.521797661074383, 'logits_per_char_corr': -1.167655984758621, 'bits_per_byte_corr': 1.6845714986767921, 'correct_prob': 1.3479833947708763e-07, 'correct_prob_per_token': 0.006033990091804994, 'correct_prob_per_char': 0.33754599706983474, 'margin': -2.186279681435379e-05, 'margin_per_token': -0.003583150658857013, 'margin_per_char': -0.04964991764881062, 'total_prob': 2.2180566009585085e-05, 'total_prob_per_token': 0.021903198509867966, 'total_prob_per_char': 1.284210373717833, 'uncond_correct_prob': 1.2541181476811502e-07, 'uncond_correct_prob_per_token': 0.0034014973322011414, 'uncond_correct_prob_per_char': 0.2931271665874853, 'uncond_total_prob': 6.000667525894952e-07, 'norm_correct_prob': 0.21705517767458943, 'norm_correct_prob_per_token': 0.279351826390096, 'norm_correct_prob_per_char': 0.26597650362063124, 'primary_metric': 0.2147239263803681}
10M
DCLM-Baseline
mmlu_logical_fallacies
5,000
small aux 2
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.638036809815951, 'predicted_index_per_token': 1.50920245398773, 'predicted_index_per_char': 1.539877300613497, 'predicted_index_per_byte': 1.539877300613497, 'predicted_index_uncond': 1.4662576687116564, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2331288343558282, 'acc_per_token': 0.2883435582822086, 'acc_per_char': 0.31901840490797545, 'acc_per_byte': 0.31901840490797545, 'acc_uncond': 0.294478527607362, 'no_answer': 0.0, 'sum_logits_corr': -44.74533485927465, 'logits_per_token_corr': -6.4056653034712765, 'logits_per_char_corr': -1.1549852733517814, 'bits_per_byte_corr': 1.6662915261655964, 'correct_prob': 2.1002567495711265e-06, 'correct_prob_per_token': 0.006244330481770244, 'correct_prob_per_char': 0.344629250290989, 'margin': -2.361040024332172e-05, 'margin_per_token': -0.003912785071129488, 'margin_per_char': -0.04756276444729083, 'total_prob': 2.7967080877302663e-05, 'total_prob_per_token': 0.022689057055409016, 'total_prob_per_char': 1.3053510277453206, 'uncond_correct_prob': 1.641126064057547e-07, 'uncond_correct_prob_per_token': 0.004016562577930249, 'uncond_correct_prob_per_char': 0.3081431562956382, 'uncond_total_prob': 1.2865588158090087e-06, 'norm_correct_prob': 0.2389103322680473, 'norm_correct_prob_per_token': 0.278732035811418, 'norm_correct_prob_per_char': 0.26585345176336245, 'primary_metric': 0.2331288343558282}
10M
DCLM-Baseline
mmlu_logical_fallacies
5,000
small aux 3
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.687116564417178, 'predicted_index_per_token': 1.4478527607361964, 'predicted_index_per_char': 1.50920245398773, 'predicted_index_per_byte': 1.50920245398773, 'predicted_index_uncond': 1.5766871165644172, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.22085889570552147, 'acc_per_token': 0.3006134969325153, 'acc_per_char': 0.27607361963190186, 'acc_per_byte': 0.27607361963190186, 'acc_uncond': 0.3374233128834356, 'no_answer': 0.0, 'sum_logits_corr': -44.44769265461553, 'logits_per_token_corr': -6.421370399929736, 'logits_per_char_corr': -1.1556609657213677, 'bits_per_byte_corr': 1.667266344196365, 'correct_prob': 1.2650517043202582e-06, 'correct_prob_per_token': 0.005918419631835965, 'correct_prob_per_char': 0.3412440855109112, 'margin': -1.7754984933292406e-05, 'margin_per_token': -0.003549164649571681, 'margin_per_char': -0.04753141820923708, 'total_prob': 2.0378097798494323e-05, 'total_prob_per_token': 0.021756836868502726, 'total_prob_per_char': 1.3002752761458773, 'uncond_correct_prob': 2.5112556419188235e-07, 'uncond_correct_prob_per_token': 0.0041533462987382195, 'uncond_correct_prob_per_char': 0.3115751234969426, 'uncond_total_prob': 1.4407047502230423e-06, 'norm_correct_prob': 0.21516891020152568, 'norm_correct_prob_per_token': 0.2784285316062895, 'norm_correct_prob_per_char': 0.2651125809956015, 'primary_metric': 0.22085889570552147}
10M
DCLM-Baseline
mmlu_logical_fallacies
5,000
default
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.5705521472392638, 'predicted_index_per_token': 1.4478527607361964, 'predicted_index_per_char': 1.4171779141104295, 'predicted_index_per_byte': 1.4171779141104295, 'predicted_index_uncond': 1.521472392638037, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.20245398773006135, 'acc_per_token': 0.2883435582822086, 'acc_per_char': 0.294478527607362, 'acc_per_byte': 0.294478527607362, 'acc_uncond': 0.3128834355828221, 'no_answer': 0.0, 'sum_logits_corr': -44.90411440141362, 'logits_per_token_corr': -6.569525495538398, 'logits_per_char_corr': -1.1828197817603294, 'bits_per_byte_corr': 1.706448233412219, 'correct_prob': 4.036802958990328e-07, 'correct_prob_per_token': 0.0058428093204243425, 'correct_prob_per_char': 0.3347932310872241, 'margin': -9.011977680610148e-06, 'margin_per_token': -0.0036493204413815825, 'margin_per_char': -0.04597091758264888, 'total_prob': 9.87320931103634e-06, 'total_prob_per_token': 0.02163190762506758, 'total_prob_per_char': 1.268522372005868, 'uncond_correct_prob': 3.0970723616253166e-07, 'uncond_correct_prob_per_token': 0.00363717475577126, 'uncond_correct_prob_per_char': 0.2948969901440859, 'uncond_total_prob': 1.166080193367471e-06, 'norm_correct_prob': 0.21230231948901188, 'norm_correct_prob_per_token': 0.2724721813934837, 'norm_correct_prob_per_char': 0.2666084496904147, 'primary_metric': 0.20245398773006135}
10M
DCLM-Baseline
mmlu_logical_fallacies
7,500
small aux 2
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.6012269938650308, 'predicted_index_per_token': 1.4355828220858895, 'predicted_index_per_char': 1.539877300613497, 'predicted_index_per_byte': 1.539877300613497, 'predicted_index_uncond': 1.392638036809816, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2392638036809816, 'acc_per_token': 0.31901840490797545, 'acc_per_char': 0.294478527607362, 'acc_per_byte': 0.294478527607362, 'acc_uncond': 0.27607361963190186, 'no_answer': 0.0, 'sum_logits_corr': -43.21845118399778, 'logits_per_token_corr': -6.3041348754185185, 'logits_per_char_corr': -1.1289184898547187, 'bits_per_byte_corr': 1.6286851068824306, 'correct_prob': 8.985840643405427e-07, 'correct_prob_per_token': 0.007256249346089941, 'correct_prob_per_char': 0.3502417662352663, 'margin': -1.9134740994016455e-05, 'margin_per_token': -0.004573422100415018, 'margin_per_char': -0.046702361070113343, 'total_prob': 2.1127767336874352e-05, 'total_prob_per_token': 0.026366243816970572, 'total_prob_per_char': 1.3211444575637108, 'uncond_correct_prob': 2.7590883906533473e-07, 'uncond_correct_prob_per_token': 0.0044952440308729195, 'uncond_correct_prob_per_char': 0.30871947579365794, 'uncond_total_prob': 2.2498914101293976e-06, 'norm_correct_prob': 0.23896133710831866, 'norm_correct_prob_per_token': 0.2832855290298513, 'norm_correct_prob_per_char': 0.26786925929175587, 'primary_metric': 0.2392638036809816}
10M
DCLM-Baseline
mmlu_logical_fallacies
7,500
small aux 3
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.607361963190184, 'predicted_index_per_token': 1.4110429447852761, 'predicted_index_per_char': 1.4969325153374233, 'predicted_index_per_byte': 1.4969325153374233, 'predicted_index_uncond': 1.4539877300613497, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.24539877300613497, 'acc_per_token': 0.294478527607362, 'acc_per_char': 0.3312883435582822, 'acc_per_byte': 0.3312883435582822, 'acc_uncond': 0.3619631901840491, 'no_answer': 0.0, 'sum_logits_corr': -43.33104444281455, 'logits_per_token_corr': -6.249288037810232, 'logits_per_char_corr': -1.1252561047537173, 'bits_per_byte_corr': 1.6234014020593863, 'correct_prob': 9.624847889535943e-07, 'correct_prob_per_token': 0.007304654928481968, 'correct_prob_per_char': 0.3516247904563289, 'margin': -1.245383003034124e-05, 'margin_per_token': -0.00441775470151223, 'margin_per_char': -0.04723785568433523, 'total_prob': 1.457855603560632e-05, 'total_prob_per_token': 0.026323096652952266, 'total_prob_per_char': 1.326288905122764, 'uncond_correct_prob': 4.4728612954255956e-07, 'uncond_correct_prob_per_token': 0.004286126538414668, 'uncond_correct_prob_per_char': 0.3121900657622288, 'uncond_total_prob': 3.937128075558918e-06, 'norm_correct_prob': 0.24526548467011827, 'norm_correct_prob_per_token': 0.2825190658369214, 'norm_correct_prob_per_char': 0.26822609648031226, 'primary_metric': 0.24539877300613497}
10M
DCLM-Baseline
mmlu_logical_fallacies
7,500
default
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.656441717791411, 'predicted_index_per_token': 1.4417177914110428, 'predicted_index_per_char': 1.5153374233128833, 'predicted_index_per_byte': 1.5153374233128833, 'predicted_index_uncond': 1.3680981595092025, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.22085889570552147, 'acc_per_token': 0.2883435582822086, 'acc_per_char': 0.294478527607362, 'acc_per_byte': 0.294478527607362, 'acc_uncond': 0.3558282208588957, 'no_answer': 0.0, 'sum_logits_corr': -44.46510665402091, 'logits_per_token_corr': -6.532298432297664, 'logits_per_char_corr': -1.1722173084837058, 'bits_per_byte_corr': 1.6911520977948657, 'correct_prob': 2.1858737649216324e-07, 'correct_prob_per_token': 0.006110285807520329, 'correct_prob_per_char': 0.33822393314635, 'margin': -9.467115095360462e-06, 'margin_per_token': -0.003810660777178709, 'margin_per_char': -0.04729415087021637, 'total_prob': 1.0049243247359917e-05, 'total_prob_per_token': 0.022705386977315847, 'total_prob_per_char': 1.2805953245597994, 'uncond_correct_prob': 8.157194190456703e-08, 'uncond_correct_prob_per_token': 0.0040087383950519985, 'uncond_correct_prob_per_char': 0.3067045493250106, 'uncond_total_prob': 9.244165150978661e-07, 'norm_correct_prob': 0.21938104482397983, 'norm_correct_prob_per_token': 0.28247254032124325, 'norm_correct_prob_per_char': 0.26719268792041817, 'primary_metric': 0.22085889570552147}
10M
DCLM-Baseline
mmlu_logical_fallacies
8,750
small aux 2
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.6319018404907975, 'predicted_index_per_token': 1.4417177914110428, 'predicted_index_per_char': 1.5460122699386503, 'predicted_index_per_byte': 1.5460122699386503, 'predicted_index_uncond': 1.4233128834355828, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2392638036809816, 'acc_per_token': 0.294478527607362, 'acc_per_char': 0.31901840490797545, 'acc_per_byte': 0.31901840490797545, 'acc_uncond': 0.32515337423312884, 'no_answer': 0.0, 'sum_logits_corr': -43.240354461903955, 'logits_per_token_corr': -6.248111730696592, 'logits_per_char_corr': -1.1197424482657001, 'bits_per_byte_corr': 1.6154468771869528, 'correct_prob': 4.4044342516327643e-07, 'correct_prob_per_token': 0.007590249049233871, 'correct_prob_per_char': 0.35313835376768016, 'margin': -1.2387163336362334e-05, 'margin_per_token': -0.004499782858409795, 'margin_per_char': -0.0461660239536182, 'total_prob': 1.3331443265332415e-05, 'total_prob_per_token': 0.026890690067333533, 'total_prob_per_char': 1.329499835556604, 'uncond_correct_prob': 2.0241177684176722e-07, 'uncond_correct_prob_per_token': 0.004270473448719503, 'uncond_correct_prob_per_char': 0.3059659536160518, 'uncond_total_prob': 1.6836107092240955e-06, 'norm_correct_prob': 0.24125205496839364, 'norm_correct_prob_per_token': 0.2860525415284821, 'norm_correct_prob_per_char': 0.2674797987144129, 'primary_metric': 0.2392638036809816}
10M
DCLM-Baseline
mmlu_logical_fallacies
8,750
small aux 3
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.6687116564417177, 'predicted_index_per_token': 1.392638036809816, 'predicted_index_per_char': 1.5030674846625767, 'predicted_index_per_byte': 1.5030674846625767, 'predicted_index_uncond': 1.5030674846625767, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.25766871165644173, 'acc_per_token': 0.3067484662576687, 'acc_per_char': 0.2883435582822086, 'acc_per_byte': 0.2883435582822086, 'acc_uncond': 0.34355828220858897, 'no_answer': 0.0, 'sum_logits_corr': -43.5575165309789, 'logits_per_token_corr': -6.320361174604326, 'logits_per_char_corr': -1.1385145789759412, 'bits_per_byte_corr': 1.6425293370695568, 'correct_prob': 1.8975781442123755e-06, 'correct_prob_per_token': 0.007097296315415651, 'correct_prob_per_char': 0.34834847946675435, 'margin': -1.594871790608687e-05, 'margin_per_token': -0.004852826272898591, 'margin_per_char': -0.04933824304763068, 'total_prob': 2.008626192351315e-05, 'total_prob_per_token': 0.025802276602706724, 'total_prob_per_char': 1.317235489899001, 'uncond_correct_prob': 3.984952422470587e-07, 'uncond_correct_prob_per_token': 0.004498107460332361, 'uncond_correct_prob_per_char': 0.3136375064585795, 'uncond_total_prob': 3.0683686433627567e-06, 'norm_correct_prob': 0.24006151019010089, 'norm_correct_prob_per_token': 0.2886617010412042, 'norm_correct_prob_per_char': 0.2672601061329298, 'primary_metric': 0.25766871165644173}
10M
DCLM-Baseline
mmlu_logical_fallacies
8,750
default
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.6012269938650308, 'predicted_index_per_token': 1.4846625766871167, 'predicted_index_per_char': 1.5337423312883436, 'predicted_index_per_byte': 1.5337423312883436, 'predicted_index_uncond': 1.478527607361963, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2331288343558282, 'acc_per_token': 0.3128834355828221, 'acc_per_char': 0.2883435582822086, 'acc_per_byte': 0.2883435582822086, 'acc_uncond': 0.3006134969325153, 'no_answer': 0.0, 'sum_logits_corr': -43.46322313554448, 'logits_per_token_corr': -6.385657381501607, 'logits_per_char_corr': -1.1454412492918613, 'bits_per_byte_corr': 1.6525224099842144, 'correct_prob': 1.2810820710335412e-06, 'correct_prob_per_token': 0.007331250644736119, 'correct_prob_per_char': 0.34718128020803557, 'margin': -6.1724504212895525e-06, 'margin_per_token': -0.004219970697832241, 'margin_per_char': -0.05077223199020212, 'total_prob': 8.861648366055298e-06, 'total_prob_per_token': 0.025995709917342052, 'total_prob_per_char': 1.3112452124477796, 'uncond_correct_prob': 5.005323524717265e-07, 'uncond_correct_prob_per_token': 0.00424148260949967, 'uncond_correct_prob_per_char': 0.30915984607036595, 'uncond_total_prob': 2.1483517459928702e-06, 'norm_correct_prob': 0.2258700085795414, 'norm_correct_prob_per_token': 0.28060373876123657, 'norm_correct_prob_per_char': 0.26764417234963905, 'primary_metric': 0.2331288343558282}
10M
DCLM-Baseline
mmlu_logical_fallacies
10,000
small aux 2
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.7361963190184049, 'predicted_index_per_token': 1.4969325153374233, 'predicted_index_per_char': 1.6441717791411044, 'predicted_index_per_byte': 1.6441717791411044, 'predicted_index_uncond': 1.4417177914110428, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2085889570552147, 'acc_per_token': 0.26380368098159507, 'acc_per_char': 0.2822085889570552, 'acc_per_byte': 0.2822085889570552, 'acc_uncond': 0.3067484662576687, 'no_answer': 0.0, 'sum_logits_corr': -42.547540518403785, 'logits_per_token_corr': -6.198065338363058, 'logits_per_char_corr': -1.1061028516460087, 'bits_per_byte_corr': 1.595769098783984, 'correct_prob': 7.497216909946615e-07, 'correct_prob_per_token': 0.0077773382960804865, 'correct_prob_per_char': 0.3558497329063671, 'margin': -8.633167850650358e-06, 'margin_per_token': -0.00450939300309595, 'margin_per_char': -0.0517826315257266, 'total_prob': 1.024204461770585e-05, 'total_prob_per_token': 0.028259945475046698, 'total_prob_per_char': 1.3546404799335108, 'uncond_correct_prob': 9.560282997299138e-08, 'uncond_correct_prob_per_token': 0.004410899709584728, 'uncond_correct_prob_per_char': 0.3045679399409103, 'uncond_total_prob': 1.0185691628225023e-06, 'norm_correct_prob': 0.22171771285584757, 'norm_correct_prob_per_token': 0.27538977725462116, 'norm_correct_prob_per_char': 0.2653294410556746, 'primary_metric': 0.2085889570552147}
10M
DCLM-Baseline
mmlu_logical_fallacies
10,000
small aux 3
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.687116564417178, 'predicted_index_per_token': 1.4723926380368098, 'predicted_index_per_char': 1.5644171779141105, 'predicted_index_per_byte': 1.5644171779141105, 'predicted_index_uncond': 1.4969325153374233, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.25153374233128833, 'acc_per_token': 0.3067484662576687, 'acc_per_char': 0.32515337423312884, 'acc_per_byte': 0.32515337423312884, 'acc_uncond': 0.31901840490797545, 'no_answer': 0.0, 'sum_logits_corr': -42.48366367012445, 'logits_per_token_corr': -6.158805104004059, 'logits_per_char_corr': -1.1081851881667966, 'bits_per_byte_corr': 1.5987732753559885, 'correct_prob': 8.693517418620752e-07, 'correct_prob_per_token': 0.00824895128957879, 'correct_prob_per_char': 0.3575091504501354, 'margin': -3.29347768179709e-05, 'margin_per_token': -0.0053428281151055934, 'margin_per_char': -0.05351195393853238, 'total_prob': 3.518933688006511e-05, 'total_prob_per_token': 0.029665280834771955, 'total_prob_per_char': 1.355628820305277, 'uncond_correct_prob': 1.2059252048443432e-07, 'uncond_correct_prob_per_token': 0.004837602957768106, 'uncond_correct_prob_per_char': 0.3136749683500843, 'uncond_total_prob': 1.0522168914294692e-06, 'norm_correct_prob': 0.24172955370144714, 'norm_correct_prob_per_token': 0.28074627424348475, 'norm_correct_prob_per_char': 0.2658364924224883, 'primary_metric': 0.25153374233128833}
10M
DCLM-Baseline
mmlu_logical_fallacies
10,000
default
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.6012269938650308, 'predicted_index_per_token': 1.4417177914110428, 'predicted_index_per_char': 1.6748466257668713, 'predicted_index_per_byte': 1.6748466257668713, 'predicted_index_uncond': 1.4969325153374233, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.25153374233128833, 'acc_per_token': 0.25766871165644173, 'acc_per_char': 0.27607361963190186, 'acc_per_byte': 0.27607361963190186, 'acc_uncond': 0.24539877300613497, 'no_answer': 0.0, 'sum_logits_corr': -43.39576092234419, 'logits_per_token_corr': -6.253428404050642, 'logits_per_char_corr': -1.1175690149162323, 'bits_per_byte_corr': 1.612311275671971, 'correct_prob': 1.3721825046354626e-06, 'correct_prob_per_token': 0.007169483703771309, 'correct_prob_per_char': 0.3528876024050011, 'margin': -9.652316970829502e-06, 'margin_per_token': -0.004277057500483662, 'margin_per_char': -0.04799507286742325, 'total_prob': 1.25457193169263e-05, 'total_prob_per_token': 0.0259075936326118, 'total_prob_per_char': 1.3336021842192969, 'uncond_correct_prob': 2.771160588054292e-08, 'uncond_correct_prob_per_token': 0.0040569779959269804, 'uncond_correct_prob_per_char': 0.3021943927420937, 'uncond_total_prob': 4.7268261102128077e-07, 'norm_correct_prob': 0.2439921584446794, 'norm_correct_prob_per_token': 0.2761789156044075, 'norm_correct_prob_per_char': 0.26767171391577266, 'primary_metric': 0.25153374233128833}
10M
DCLM-Baseline
mmlu_logical_fallacies
11,250
small aux 2
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.638036809815951, 'predicted_index_per_token': 1.4233128834355828, 'predicted_index_per_char': 1.49079754601227, 'predicted_index_per_byte': 1.49079754601227, 'predicted_index_uncond': 1.49079754601227, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2331288343558282, 'acc_per_token': 0.2883435582822086, 'acc_per_char': 0.294478527607362, 'acc_per_byte': 0.294478527607362, 'acc_uncond': 0.3558282208588957, 'no_answer': 0.0, 'sum_logits_corr': -41.320594588671725, 'logits_per_token_corr': -6.0190259285523995, 'logits_per_char_corr': -1.0796962030329622, 'bits_per_byte_corr': 1.5576723577834173, 'correct_prob': 7.655729144361235e-07, 'correct_prob_per_token': 0.008977853133696267, 'correct_prob_per_char': 0.3655324464720821, 'margin': -9.248005770127169e-06, 'margin_per_token': -0.005788354546594322, 'margin_per_char': -0.05171573401842717, 'total_prob': 1.0934744685350205e-05, 'total_prob_per_token': 0.032487792237728574, 'total_prob_per_char': 1.382433580729609, 'uncond_correct_prob': 1.799798347504052e-07, 'uncond_correct_prob_per_token': 0.004047191516003775, 'uncond_correct_prob_per_char': 0.2952498175903244, 'uncond_total_prob': 1.3893058220242604e-06, 'norm_correct_prob': 0.24123896217769866, 'norm_correct_prob_per_token': 0.2822678086162307, 'norm_correct_prob_per_char': 0.2672968075704338, 'primary_metric': 0.2331288343558282}
10M
DCLM-Baseline
mmlu_logical_fallacies
11,250
small aux 3
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.6809815950920246, 'predicted_index_per_token': 1.4969325153374233, 'predicted_index_per_char': 1.539877300613497, 'predicted_index_per_byte': 1.539877300613497, 'predicted_index_uncond': 1.294478527607362, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.24539877300613497, 'acc_per_token': 0.3006134969325153, 'acc_per_char': 0.3006134969325153, 'acc_per_byte': 0.3006134969325153, 'acc_uncond': 0.3558282208588957, 'no_answer': 0.0, 'sum_logits_corr': -42.19118918670467, 'logits_per_token_corr': -6.132042159161553, 'logits_per_char_corr': -1.0990841889946663, 'bits_per_byte_corr': 1.5856433089832125, 'correct_prob': 7.186052320053607e-07, 'correct_prob_per_token': 0.008121474348368607, 'correct_prob_per_char': 0.358712594248832, 'margin': -1.1878035243607266e-05, 'margin_per_token': -0.004477477474690675, 'margin_per_char': -0.0484537344005963, 'total_prob': 1.3644085058922447e-05, 'total_prob_per_token': 0.02856427670551061, 'total_prob_per_char': 1.3563092725407, 'uncond_correct_prob': 2.919724529104778e-07, 'uncond_correct_prob_per_token': 0.004924350584310564, 'uncond_correct_prob_per_char': 0.31956468833797674, 'uncond_total_prob': 2.9636036326926764e-06, 'norm_correct_prob': 0.24160449873844753, 'norm_correct_prob_per_token': 0.2879715197238461, 'norm_correct_prob_per_char': 0.26729945463464466, 'primary_metric': 0.24539877300613497}
10M
DCLM-Baseline
mmlu_logical_fallacies
11,250
default
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.5521472392638036, 'predicted_index_per_token': 1.4969325153374233, 'predicted_index_per_char': 1.5828220858895705, 'predicted_index_per_byte': 1.5828220858895705, 'predicted_index_uncond': 1.4846625766871167, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.22085889570552147, 'acc_per_token': 0.3006134969325153, 'acc_per_char': 0.2883435582822086, 'acc_per_byte': 0.2883435582822086, 'acc_uncond': 0.22699386503067484, 'no_answer': 0.0, 'sum_logits_corr': -42.84190542419995, 'logits_per_token_corr': -6.2745790680208415, 'logits_per_char_corr': -1.1235791790870984, 'bits_per_byte_corr': 1.6209821097162138, 'correct_prob': 7.70526562116503e-07, 'correct_prob_per_token': 0.007535239895580319, 'correct_prob_per_char': 0.3525880446258592, 'margin': -1.1801105428540128e-05, 'margin_per_token': -0.004968140101935023, 'margin_per_char': -0.048499046441486816, 'total_prob': 1.3401021038601878e-05, 'total_prob_per_token': 0.027711261383899465, 'total_prob_per_char': 1.3337870436045287, 'uncond_correct_prob': 4.107750091975629e-08, 'uncond_correct_prob_per_token': 0.004263058204915644, 'uncond_correct_prob_per_char': 0.30584757927558087, 'uncond_total_prob': 4.7063787332183276e-07, 'norm_correct_prob': 0.22660633711116596, 'norm_correct_prob_per_token': 0.2748741488356943, 'norm_correct_prob_per_char': 0.26666478919571457, 'primary_metric': 0.22085889570552147}