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10M | DCLM-Baseline | mmlu_college_chemistry | 2,500 | small aux 3 | 5xC | 163,840,000 | 9,732,520,673,280,000 | {'predicted_index_raw': 1.44, 'predicted_index_per_token': 1.6, 'predicted_index_per_char': 1.53, 'predicted_index_per_byte': 1.53, 'predicted_index_uncond': 1.56, 'correct_choice': 1.8, 'acc_raw': 0.26, 'acc_per_token': 0.3, 'acc_per_char': 0.24, 'acc_per_byte': 0.24, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -40.081158192157744, 'logits_per_token_corr': -6.410854068785258, 'logits_per_char_corr': -2.4594163350886786, 'bits_per_byte_corr': 3.4937547456799094, 'correct_prob': 0.0007418639160223238, 'correct_prob_per_token': 0.006565904260363928, 'correct_prob_per_char': 0.13678499929721266, 'margin': -0.0003191861740311727, 'margin_per_token': -0.001953622466431798, 'margin_per_char': -0.033032458786058386, 'total_prob': 0.002299034301772574, 'total_prob_per_token': 0.023236882602896886, 'total_prob_per_char': 0.5502268891051117, 'uncond_correct_prob': 3.6414087261475675e-05, 'uncond_correct_prob_per_token': 0.0024116944526448424, 'uncond_correct_prob_per_char': 0.10247852541516103, 'uncond_total_prob': 0.00019368400176662204, 'norm_correct_prob': 0.25804770731189874, 'norm_correct_prob_per_token': 0.285290341520988, 'norm_correct_prob_per_char': 0.2500436033136591, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_chemistry | 2,500 | default | 5xC | 163,840,000 | 9,732,520,673,280,000 | {'predicted_index_raw': 1.28, 'predicted_index_per_token': 1.47, 'predicted_index_per_char': 1.27, 'predicted_index_per_byte': 1.28, 'predicted_index_uncond': 1.38, 'correct_choice': 1.8, 'acc_raw': 0.21, 'acc_per_token': 0.28, 'acc_per_char': 0.2, 'acc_per_byte': 0.21, 'acc_uncond': 0.33, 'no_answer': 0.0, 'sum_logits_corr': -41.272864336967466, 'logits_per_token_corr': -6.731387403411059, 'logits_per_char_corr': -2.583188691040993, 'bits_per_byte_corr': 3.67758288778277, 'correct_prob': 0.0003049899726977998, 'correct_prob_per_token': 0.0042289211431622885, 'correct_prob_per_char': 0.12431870920789943, 'margin': -0.00018614457541207586, 'margin_per_token': -0.0015644326444010654, 'margin_per_char': -0.03262503056146117, 'total_prob': 0.0010502117744317038, 'total_prob_per_token': 0.015845219952110343, 'total_prob_per_char': 0.5097026859713388, 'uncond_correct_prob': 6.0110103231844885e-05, 'uncond_correct_prob_per_token': 0.002291291245455948, 'uncond_correct_prob_per_char': 0.10426005285814666, 'uncond_total_prob': 0.00029292345731146615, 'norm_correct_prob': 0.22086811199631795, 'norm_correct_prob_per_token': 0.26960645641501857, 'norm_correct_prob_per_char': 0.24470362494717995, 'primary_metric': 0.21} |
10M | DCLM-Baseline | mmlu_college_chemistry | 3,750 | small aux 2 | 5xC | 245,760,000 | 14,598,781,009,920,000 | {'predicted_index_raw': 1.42, 'predicted_index_per_token': 1.55, 'predicted_index_per_char': 1.45, 'predicted_index_per_byte': 1.49, 'predicted_index_uncond': 1.35, 'correct_choice': 1.8, 'acc_raw': 0.26, 'acc_per_token': 0.25, 'acc_per_char': 0.27, 'acc_per_byte': 0.28, 'acc_uncond': 0.33, 'no_answer': 0.0, 'sum_logits_corr': -39.941270170211794, 'logits_per_token_corr': -6.390484604294138, 'logits_per_char_corr': -2.472605376002396, 'bits_per_byte_corr': 3.52054972968505, 'correct_prob': 0.0007993401157555313, 'correct_prob_per_token': 0.005594399813406968, 'correct_prob_per_char': 0.13554570651728196, 'margin': 0.00010518926713476102, 'margin_per_token': -0.002323076487360625, 'margin_per_char': -0.03285164734724911, 'total_prob': 0.0019231952155173487, 'total_prob_per_token': 0.02107424202840057, 'total_prob_per_char': 0.5496722327136319, 'uncond_correct_prob': 6.924248361644458e-05, 'uncond_correct_prob_per_token': 0.0028091310461262997, 'uncond_correct_prob_per_char': 0.10838523360524553, 'uncond_total_prob': 0.00031021164306681216, 'norm_correct_prob': 0.258464485338836, 'norm_correct_prob_per_token': 0.273636220416048, 'norm_correct_prob_per_char': 0.2503610660693028, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_chemistry | 3,750 | small aux 3 | 5xC | 245,760,000 | 14,598,781,009,920,000 | {'predicted_index_raw': 1.23, 'predicted_index_per_token': 1.37, 'predicted_index_per_char': 1.28, 'predicted_index_per_byte': 1.25, 'predicted_index_uncond': 1.45, 'correct_choice': 1.8, 'acc_raw': 0.23, 'acc_per_token': 0.28, 'acc_per_char': 0.19, 'acc_per_byte': 0.19, 'acc_uncond': 0.32, 'no_answer': 0.0, 'sum_logits_corr': -40.28727069377899, 'logits_per_token_corr': -6.516196094254065, 'logits_per_char_corr': -2.4847266972895885, 'bits_per_byte_corr': 3.5317098627800454, 'correct_prob': 0.001729075962201007, 'correct_prob_per_token': 0.00635332690964415, 'correct_prob_per_char': 0.13390838739340888, 'margin': -0.0002971781707625646, 'margin_per_token': -0.0020824956230268902, 'margin_per_char': -0.03748953763129544, 'total_prob': 0.005824685455224037, 'total_prob_per_token': 0.023422159635919936, 'total_prob_per_char': 0.5504487953020467, 'uncond_correct_prob': 0.00011751710441613078, 'uncond_correct_prob_per_token': 0.0028317101399664823, 'uncond_correct_prob_per_char': 0.11161839923660716, 'uncond_total_prob': 0.00041557897906743455, 'norm_correct_prob': 0.23093617368455954, 'norm_correct_prob_per_token': 0.27060931397710764, 'norm_correct_prob_per_char': 0.2456387296091117, 'primary_metric': 0.23} |
10M | DCLM-Baseline | mmlu_college_chemistry | 3,750 | default | 5xC | 245,760,000 | 14,598,781,009,920,000 | {'predicted_index_raw': 1.4, 'predicted_index_per_token': 1.42, 'predicted_index_per_char': 1.44, 'predicted_index_per_byte': 1.45, 'predicted_index_uncond': 1.41, 'correct_choice': 1.8, 'acc_raw': 0.25, 'acc_per_token': 0.28, 'acc_per_char': 0.27, 'acc_per_byte': 0.27, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -38.721056368350986, 'logits_per_token_corr': -6.185519826153637, 'logits_per_char_corr': -2.367107624244947, 'bits_per_byte_corr': 3.3692853690878177, 'correct_prob': 0.0009190157877215915, 'correct_prob_per_token': 0.0064276651437299, 'correct_prob_per_char': 0.1408344317789407, 'margin': 0.00023739234519641353, 'margin_per_token': -0.0016064981295239183, 'margin_per_char': -0.029661241908462536, 'total_prob': 0.002013960644283331, 'total_prob_per_token': 0.02265504211560771, 'total_prob_per_char': 0.5615760957095869, 'uncond_correct_prob': 4.768712851534534e-05, 'uncond_correct_prob_per_token': 0.0023531154585267455, 'uncond_correct_prob_per_char': 0.105515340167672, 'uncond_total_prob': 0.0001398866171223298, 'norm_correct_prob': 0.26261192783712334, 'norm_correct_prob_per_token': 0.2923348274979823, 'norm_correct_prob_per_char': 0.25382596502271704, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_chemistry | 5,000 | small aux 2 | 5xC | 327,680,000 | 19,465,041,346,560,000 | {'predicted_index_raw': 1.42, 'predicted_index_per_token': 1.64, 'predicted_index_per_char': 1.6, 'predicted_index_per_byte': 1.59, 'predicted_index_uncond': 1.43, 'correct_choice': 1.8, 'acc_raw': 0.27, 'acc_per_token': 0.28, 'acc_per_char': 0.27, 'acc_per_byte': 0.28, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -38.82444053173065, 'logits_per_token_corr': -6.205525141180142, 'logits_per_char_corr': -2.358817044771888, 'bits_per_byte_corr': 3.355452804156357, 'correct_prob': 0.0016090760731644128, 'correct_prob_per_token': 0.00799996644162371, 'correct_prob_per_char': 0.14478203072067997, 'margin': 0.000532341289371336, 'margin_per_token': -0.0019102075639895642, 'margin_per_char': -0.03194600023428032, 'total_prob': 0.0037060162212254437, 'total_prob_per_token': 0.028112350188954405, 'total_prob_per_char': 0.5837655348992007, 'uncond_correct_prob': 8.481061244870709e-05, 'uncond_correct_prob_per_token': 0.003010614834761881, 'uncond_correct_prob_per_char': 0.10685983919147957, 'uncond_total_prob': 0.0002856695289835568, 'norm_correct_prob': 0.25624106026236587, 'norm_correct_prob_per_token': 0.28177869793745614, 'norm_correct_prob_per_char': 0.25055273031740355, 'primary_metric': 0.27} |
10M | DCLM-Baseline | mmlu_college_chemistry | 5,000 | small aux 3 | 5xC | 327,680,000 | 19,465,041,346,560,000 | {'predicted_index_raw': 1.24, 'predicted_index_per_token': 1.54, 'predicted_index_per_char': 1.44, 'predicted_index_per_byte': 1.43, 'predicted_index_uncond': 1.48, 'correct_choice': 1.8, 'acc_raw': 0.24, 'acc_per_token': 0.28, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -38.67640588521957, 'logits_per_token_corr': -6.055659644303541, 'logits_per_char_corr': -2.298297630514361, 'bits_per_byte_corr': 3.2693695994385727, 'correct_prob': 0.0020192744700283137, 'correct_prob_per_token': 0.008037098319807165, 'correct_prob_per_char': 0.14536843413881712, 'margin': -0.0004988546128338208, 'margin_per_token': -0.002425494971649039, 'margin_per_char': -0.03469817109387557, 'total_prob': 0.006801704468540287, 'total_prob_per_token': 0.028982895165144823, 'total_prob_per_char': 0.5888308065274307, 'uncond_correct_prob': 0.0001307009376130804, 'uncond_correct_prob_per_token': 0.0029210402380511896, 'uncond_correct_prob_per_char': 0.11510682987830431, 'uncond_total_prob': 0.00038733936637374097, 'norm_correct_prob': 0.22282577924461447, 'norm_correct_prob_per_token': 0.2806077507612273, 'norm_correct_prob_per_char': 0.24973460894195149, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_chemistry | 5,000 | default | 5xC | 327,680,000 | 19,465,041,346,560,000 | {'predicted_index_raw': 1.53, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.55, 'predicted_index_per_byte': 1.52, 'predicted_index_uncond': 1.52, 'correct_choice': 1.8, 'acc_raw': 0.25, 'acc_per_token': 0.32, 'acc_per_char': 0.23, 'acc_per_byte': 0.23, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -37.93538910150528, 'logits_per_token_corr': -6.087991148152862, 'logits_per_char_corr': -2.343698500999169, 'bits_per_byte_corr': 3.336256899628936, 'correct_prob': 0.0005870005791345904, 'correct_prob_per_token': 0.007284884338402642, 'correct_prob_per_char': 0.14672310368230693, 'margin': -0.00019401216936468346, 'margin_per_token': -0.0015926536173248877, 'margin_per_char': -0.03123053601203087, 'total_prob': 0.0020307470987502964, 'total_prob_per_token': 0.02536844028788118, 'total_prob_per_char': 0.5893964789323528, 'uncond_correct_prob': 7.7527440193344e-05, 'uncond_correct_prob_per_token': 0.0027978503005834706, 'uncond_correct_prob_per_char': 0.10988771019176598, 'uncond_total_prob': 0.00026200958072133756, 'norm_correct_prob': 0.2584488111237387, 'norm_correct_prob_per_token': 0.2886857445105157, 'norm_correct_prob_per_char': 0.2514656594549678, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_chemistry | 7,500 | small aux 2 | 5xC | 491,520,000 | 29,197,562,019,840,000 | {'predicted_index_raw': 1.35, 'predicted_index_per_token': 1.39, 'predicted_index_per_char': 1.53, 'predicted_index_per_byte': 1.52, 'predicted_index_uncond': 1.3, 'correct_choice': 1.8, 'acc_raw': 0.27, 'acc_per_token': 0.28, 'acc_per_char': 0.26, 'acc_per_byte': 0.27, 'acc_uncond': 0.23, 'no_answer': 0.0, 'sum_logits_corr': -38.90501593351364, 'logits_per_token_corr': -6.148975020560844, 'logits_per_char_corr': -2.3657468889490874, 'bits_per_byte_corr': 3.369404003799906, 'correct_prob': 0.0012918446350408542, 'correct_prob_per_token': 0.007272990977956718, 'correct_prob_per_char': 0.14578700533467331, 'margin': 6.601125385656032e-06, 'margin_per_token': -0.001735310579632722, 'margin_per_char': -0.030841022261159683, 'total_prob': 0.004319911896337705, 'total_prob_per_token': 0.02596909871411914, 'total_prob_per_char': 0.5837765773871274, 'uncond_correct_prob': 6.378660194308587e-05, 'uncond_correct_prob_per_token': 0.003083014014149767, 'uncond_correct_prob_per_char': 0.11380864543627876, 'uncond_total_prob': 0.00026046161116116207, 'norm_correct_prob': 0.23819599695546567, 'norm_correct_prob_per_token': 0.27168360442890027, 'norm_correct_prob_per_char': 0.2453789018782713, 'primary_metric': 0.27} |
10M | DCLM-Baseline | mmlu_college_chemistry | 7,500 | small aux 3 | 5xC | 491,520,000 | 29,197,562,019,840,000 | {'predicted_index_raw': 1.46, 'predicted_index_per_token': 1.58, 'predicted_index_per_char': 1.64, 'predicted_index_per_byte': 1.65, 'predicted_index_uncond': 1.36, 'correct_choice': 1.8, 'acc_raw': 0.29, 'acc_per_token': 0.33, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -38.331708743572236, 'logits_per_token_corr': -6.15495910201474, 'logits_per_char_corr': -2.377073395536293, 'bits_per_byte_corr': 3.386220877294124, 'correct_prob': 0.0007153842947597236, 'correct_prob_per_token': 0.005835519354179697, 'correct_prob_per_char': 0.140866723741074, 'margin': -0.0003182910902471654, 'margin_per_token': -0.0020464057137493225, 'margin_per_char': -0.03415450115239123, 'total_prob': 0.002741012239270787, 'total_prob_per_token': 0.022462144678984525, 'total_prob_per_char': 0.574671725748877, 'uncond_correct_prob': 7.603912368186852e-05, 'uncond_correct_prob_per_token': 0.003257747187289286, 'uncond_correct_prob_per_char': 0.11730242066336913, 'uncond_total_prob': 0.000337937663477037, 'norm_correct_prob': 0.2702235714325569, 'norm_correct_prob_per_token': 0.2846682364037918, 'norm_correct_prob_per_char': 0.24531726460270792, 'primary_metric': 0.29} |
10M | DCLM-Baseline | mmlu_college_chemistry | 7,500 | default | 5xC | 491,520,000 | 29,197,562,019,840,000 | {'predicted_index_raw': 1.46, 'predicted_index_per_token': 1.49, 'predicted_index_per_char': 1.53, 'predicted_index_per_byte': 1.51, 'predicted_index_uncond': 1.62, 'correct_choice': 1.8, 'acc_raw': 0.28, 'acc_per_token': 0.32, 'acc_per_char': 0.26, 'acc_per_byte': 0.27, 'acc_uncond': 0.39, 'no_answer': 0.0, 'sum_logits_corr': -37.19279500722885, 'logits_per_token_corr': -6.013837446085993, 'logits_per_char_corr': -2.325963434627793, 'bits_per_byte_corr': 3.3115378113303535, 'correct_prob': 0.0005006853402186782, 'correct_prob_per_token': 0.006734030351230523, 'correct_prob_per_char': 0.14867223902473303, 'margin': -8.234455776674814e-05, 'margin_per_token': -0.0020115947956325817, 'margin_per_char': -0.029974944773002877, 'total_prob': 0.001475152944826615, 'total_prob_per_token': 0.024102079954852057, 'total_prob_per_char': 0.5914144341715545, 'uncond_correct_prob': 6.198910817994252e-05, 'uncond_correct_prob_per_token': 0.0028289263639082207, 'uncond_correct_prob_per_char': 0.11369754838041843, 'uncond_total_prob': 0.0002730371828298848, 'norm_correct_prob': 0.26682915586958955, 'norm_correct_prob_per_token': 0.2972427796510827, 'norm_correct_prob_per_char': 0.2536209299283031, 'primary_metric': 0.28} |
10M | DCLM-Baseline | mmlu_college_chemistry | 8,750 | small aux 2 | 5xC | 573,440,000 | 34,063,822,356,480,000 | {'predicted_index_raw': 1.29, 'predicted_index_per_token': 1.42, 'predicted_index_per_char': 1.59, 'predicted_index_per_byte': 1.6, 'predicted_index_uncond': 1.5, 'correct_choice': 1.8, 'acc_raw': 0.23, 'acc_per_token': 0.28, 'acc_per_char': 0.28, 'acc_per_byte': 0.29, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -38.09423243999481, 'logits_per_token_corr': -6.098536136331973, 'logits_per_char_corr': -2.3414323531488352, 'bits_per_byte_corr': 3.334107704898059, 'correct_prob': 0.0007300987961449698, 'correct_prob_per_token': 0.006910118988276754, 'correct_prob_per_char': 0.144593013433046, 'margin': -7.954363454956837e-05, 'margin_per_token': -0.002524550225382537, 'margin_per_char': -0.03415961273372989, 'total_prob': 0.0024639705055603082, 'total_prob_per_token': 0.02563932448823154, 'total_prob_per_char': 0.5862192072294359, 'uncond_correct_prob': 0.00022711364128789977, 'uncond_correct_prob_per_token': 0.0033030174004025537, 'uncond_correct_prob_per_char': 0.1144621986661256, 'uncond_total_prob': 0.0008547614425765334, 'norm_correct_prob': 0.23301062905073028, 'norm_correct_prob_per_token': 0.27119791184838493, 'norm_correct_prob_per_char': 0.24885887341699486, 'primary_metric': 0.23} |
10M | DCLM-Baseline | mmlu_college_chemistry | 8,750 | small aux 3 | 5xC | 573,440,000 | 34,063,822,356,480,000 | {'predicted_index_raw': 1.41, 'predicted_index_per_token': 1.56, 'predicted_index_per_char': 1.65, 'predicted_index_per_byte': 1.66, 'predicted_index_uncond': 1.64, 'correct_choice': 1.8, 'acc_raw': 0.22, 'acc_per_token': 0.29, 'acc_per_char': 0.26, 'acc_per_byte': 0.27, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -37.282031874656674, 'logits_per_token_corr': -5.9346238442566746, 'logits_per_char_corr': -2.298950456822808, 'bits_per_byte_corr': 3.2730345105947363, 'correct_prob': 0.0005232660480344197, 'correct_prob_per_token': 0.007125616664032698, 'correct_prob_per_char': 0.15075296958903275, 'margin': -0.0002976588119175655, 'margin_per_token': -0.0031477862797935612, 'margin_per_char': -0.03321030756338681, 'total_prob': 0.0019349597795056538, 'total_prob_per_token': 0.027275702567556362, 'total_prob_per_char': 0.6013026472851741, 'uncond_correct_prob': 0.00014078048548365945, 'uncond_correct_prob_per_token': 0.003223305403230028, 'uncond_correct_prob_per_char': 0.12116691080558974, 'uncond_total_prob': 0.00046979668510211444, 'norm_correct_prob': 0.24551438145458188, 'norm_correct_prob_per_token': 0.28633034800812845, 'norm_correct_prob_per_char': 0.25192627989679967, 'primary_metric': 0.22} |
10M | DCLM-Baseline | mmlu_college_chemistry | 8,750 | default | 5xC | 573,440,000 | 34,063,822,356,480,000 | {'predicted_index_raw': 1.49, 'predicted_index_per_token': 1.58, 'predicted_index_per_char': 1.54, 'predicted_index_per_byte': 1.56, 'predicted_index_uncond': 1.43, 'correct_choice': 1.8, 'acc_raw': 0.25, 'acc_per_token': 0.29, 'acc_per_char': 0.26, 'acc_per_byte': 0.28, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -37.291487154960635, 'logits_per_token_corr': -5.995992394454018, 'logits_per_char_corr': -2.298007829039901, 'bits_per_byte_corr': 3.2741045342670456, 'correct_prob': 0.0006965001787867346, 'correct_prob_per_token': 0.007558847939588612, 'correct_prob_per_char': 0.14980366173142445, 'margin': -0.00023881340860883074, 'margin_per_token': -0.0027219467972635558, 'margin_per_char': -0.031078506106822418, 'total_prob': 0.0025400807404436683, 'total_prob_per_token': 0.028007247629149398, 'total_prob_per_char': 0.6000993401472933, 'uncond_correct_prob': 2.9805389250453464e-05, 'uncond_correct_prob_per_token': 0.0028179274741090467, 'uncond_correct_prob_per_char': 0.11482385742412006, 'uncond_total_prob': 0.00011329686971584202, 'norm_correct_prob': 0.2587339351669612, 'norm_correct_prob_per_token': 0.29590812524428745, 'norm_correct_prob_per_char': 0.25431775603945117, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_chemistry | 10,000 | small aux 2 | 5xC | 655,360,000 | 38,930,082,693,120,000 | {'predicted_index_raw': 1.39, 'predicted_index_per_token': 1.53, 'predicted_index_per_char': 1.53, 'predicted_index_per_byte': 1.52, 'predicted_index_uncond': 1.33, 'correct_choice': 1.8, 'acc_raw': 0.21, 'acc_per_token': 0.29, 'acc_per_char': 0.25, 'acc_per_byte': 0.26, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -37.08774416208267, 'logits_per_token_corr': -5.927879488468904, 'logits_per_char_corr': -2.2615950596199497, 'bits_per_byte_corr': 3.2194922291611254, 'correct_prob': 0.001171665147072947, 'correct_prob_per_token': 0.00840534142394011, 'correct_prob_per_char': 0.15240882238664946, 'margin': -0.00024341173671978882, 'margin_per_token': -0.0031186336209537095, 'margin_per_char': -0.0334430811966326, 'total_prob': 0.004138152258947831, 'total_prob_per_token': 0.03158934179790225, 'total_prob_per_char': 0.6124729868909835, 'uncond_correct_prob': 0.0002465042918355733, 'uncond_correct_prob_per_token': 0.0032420286094525064, 'uncond_correct_prob_per_char': 0.11509992119094918, 'uncond_total_prob': 0.0008277387288647001, 'norm_correct_prob': 0.22389135392896845, 'norm_correct_prob_per_token': 0.2790371101905686, 'norm_correct_prob_per_char': 0.2490418624767659, 'primary_metric': 0.21} |
10M | DCLM-Baseline | mmlu_college_chemistry | 10,000 | small aux 3 | 5xC | 655,360,000 | 38,930,082,693,120,000 | {'predicted_index_raw': 1.27, 'predicted_index_per_token': 1.4, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.51, 'predicted_index_uncond': 1.29, 'correct_choice': 1.8, 'acc_raw': 0.28, 'acc_per_token': 0.33, 'acc_per_char': 0.3, 'acc_per_byte': 0.31, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -37.089106669425966, 'logits_per_token_corr': -5.8987931313978015, 'logits_per_char_corr': -2.3093665721300503, 'bits_per_byte_corr': 3.2900861777031007, 'correct_prob': 0.00032879122947519817, 'correct_prob_per_token': 0.007119863115736702, 'correct_prob_per_char': 0.1532139967574052, 'margin': 4.935377637624986e-06, 'margin_per_token': -0.003144080435011455, 'margin_per_char': -0.03261020732935329, 'total_prob': 0.0009014318622870787, 'total_prob_per_token': 0.027310066000366593, 'total_prob_per_char': 0.6105611852668401, 'uncond_correct_prob': 0.00010517766565512135, 'uncond_correct_prob_per_token': 0.003258805474690562, 'uncond_correct_prob_per_char': 0.11902007283500318, 'uncond_total_prob': 0.0004133890892773713, 'norm_correct_prob': 0.2703498714470793, 'norm_correct_prob_per_token': 0.29284134792644556, 'norm_correct_prob_per_char': 0.25626920246995344, 'primary_metric': 0.28} |
10M | DCLM-Baseline | mmlu_college_chemistry | 10,000 | default | 5xC | 655,360,000 | 38,930,082,693,120,000 | {'predicted_index_raw': 1.39, 'predicted_index_per_token': 1.51, 'predicted_index_per_char': 1.35, 'predicted_index_per_byte': 1.32, 'predicted_index_uncond': 1.32, 'correct_choice': 1.8, 'acc_raw': 0.32, 'acc_per_token': 0.36, 'acc_per_char': 0.29, 'acc_per_byte': 0.3, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -38.00907201766968, 'logits_per_token_corr': -6.13887213384126, 'logits_per_char_corr': -2.3794758242522858, 'bits_per_byte_corr': 3.3913077622768855, 'correct_prob': 0.0006264185445985632, 'correct_prob_per_token': 0.0063910779730924384, 'correct_prob_per_char': 0.14475496492155435, 'margin': 9.282698161534379e-07, 'margin_per_token': -0.0018249948444223202, 'margin_per_char': -0.02821655023907343, 'total_prob': 0.0019149745062324792, 'total_prob_per_token': 0.022757651003820642, 'total_prob_per_char': 0.5747159999003221, 'uncond_correct_prob': 0.00011641060441894497, 'uncond_correct_prob_per_token': 0.0028887899502691968, 'uncond_correct_prob_per_char': 0.1115846467137298, 'uncond_total_prob': 0.0004002216437551245, 'norm_correct_prob': 0.28588752775452275, 'norm_correct_prob_per_token': 0.29369152078976446, 'norm_correct_prob_per_char': 0.2530797604919877, 'primary_metric': 0.32} |
10M | DCLM-Baseline | mmlu_college_chemistry | 11,250 | small aux 2 | 5xC | 737,280,000 | 43,796,343,029,760,000 | {'predicted_index_raw': 1.33, 'predicted_index_per_token': 1.47, 'predicted_index_per_char': 1.56, 'predicted_index_per_byte': 1.57, 'predicted_index_uncond': 1.36, 'correct_choice': 1.8, 'acc_raw': 0.27, 'acc_per_token': 0.36, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.21, 'no_answer': 0.0, 'sum_logits_corr': -36.04481879472733, 'logits_per_token_corr': -5.665662429104816, 'logits_per_char_corr': -2.1787981767320224, 'bits_per_byte_corr': 3.0988153143382635, 'correct_prob': 0.0016016310764310697, 'correct_prob_per_token': 0.010294742081268477, 'correct_prob_per_char': 0.16355968834273732, 'margin': -0.00011079432265998721, 'margin_per_token': -0.0025129600077611496, 'margin_per_char': -0.030174747421958647, 'total_prob': 0.0050012169145933275, 'total_prob_per_token': 0.037283194224261365, 'total_prob_per_char': 0.6430321582764408, 'uncond_correct_prob': 0.0010289954109807397, 'uncond_correct_prob_per_token': 0.004241056702477635, 'uncond_correct_prob_per_char': 0.12302899407020954, 'uncond_total_prob': 0.0034571061612725606, 'norm_correct_prob': 0.2585342227514018, 'norm_correct_prob_per_token': 0.2908339583867105, 'norm_correct_prob_per_char': 0.2558002242870887, 'primary_metric': 0.27} |
10M | DCLM-Baseline | mmlu_college_chemistry | 11,250 | small aux 3 | 5xC | 737,280,000 | 43,796,343,029,760,000 | {'predicted_index_raw': 1.32, 'predicted_index_per_token': 1.4, 'predicted_index_per_char': 1.6, 'predicted_index_per_byte': 1.57, 'predicted_index_uncond': 1.51, 'correct_choice': 1.8, 'acc_raw': 0.29, 'acc_per_token': 0.36, 'acc_per_char': 0.34, 'acc_per_byte': 0.34, 'acc_uncond': 0.34, 'no_answer': 0.0, 'sum_logits_corr': -36.25600846529007, 'logits_per_token_corr': -5.741360515234868, 'logits_per_char_corr': -2.2229468987384156, 'bits_per_byte_corr': 3.16574127149979, 'correct_prob': 0.001082040216810736, 'correct_prob_per_token': 0.009020667589328495, 'correct_prob_per_char': 0.1607706240218625, 'margin': 7.984781533093379e-05, 'margin_per_token': -0.0023279824209404194, 'margin_per_char': -0.02951301816344703, 'total_prob': 0.0030981953127325796, 'total_prob_per_token': 0.03169726504968124, 'total_prob_per_char': 0.6333192722825555, 'uncond_correct_prob': 9.825280296999047e-05, 'uncond_correct_prob_per_token': 0.003591291531181875, 'uncond_correct_prob_per_char': 0.12206831564512235, 'uncond_total_prob': 0.0003391196298211771, 'norm_correct_prob': 0.28371436276786555, 'norm_correct_prob_per_token': 0.29692272591512725, 'norm_correct_prob_per_char': 0.25862853592069973, 'primary_metric': 0.29} |
10M | DCLM-Baseline | mmlu_college_chemistry | 11,250 | default | 5xC | 737,280,000 | 43,796,343,029,760,000 | {'predicted_index_raw': 1.32, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.45, 'predicted_index_per_byte': 1.43, 'predicted_index_uncond': 1.51, 'correct_choice': 1.8, 'acc_raw': 0.18, 'acc_per_token': 0.28, 'acc_per_char': 0.23, 'acc_per_byte': 0.24, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -36.54990658521652, 'logits_per_token_corr': -5.835548893932013, 'logits_per_char_corr': -2.2353083910684997, 'bits_per_byte_corr': 3.183153520325897, 'correct_prob': 0.0011192598133372882, 'correct_prob_per_token': 0.008805178416134828, 'correct_prob_per_char': 0.15667640065050784, 'margin': -0.0004395510153286464, 'margin_per_token': -0.0028011037754582953, 'margin_per_char': -0.030403117380038366, 'total_prob': 0.004095392380261661, 'total_prob_per_token': 0.032630793100622356, 'total_prob_per_char': 0.6264367009973616, 'uncond_correct_prob': 0.00013600779179643994, 'uncond_correct_prob_per_token': 0.003247568286244971, 'uncond_correct_prob_per_char': 0.11279674953193622, 'uncond_total_prob': 0.0004274874983800842, 'norm_correct_prob': 0.24111609903072687, 'norm_correct_prob_per_token': 0.2925032992414094, 'norm_correct_prob_per_char': 0.2558549834191823, 'primary_metric': 0.18} |
10M | DCLM-Baseline | mmlu_college_chemistry | 12,500 | small aux 2 | 5xC | 819,200,000 | 48,662,603,366,400,000 | {'predicted_index_raw': 1.4, 'predicted_index_per_token': 1.53, 'predicted_index_per_char': 1.61, 'predicted_index_per_byte': 1.61, 'predicted_index_uncond': 1.3, 'correct_choice': 1.8, 'acc_raw': 0.22, 'acc_per_token': 0.28, 'acc_per_char': 0.24, 'acc_per_byte': 0.26, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -35.89439905166626, 'logits_per_token_corr': -5.6636779575974, 'logits_per_char_corr': -2.174603376840221, 'bits_per_byte_corr': 3.0969137476831743, 'correct_prob': 0.001955329099226632, 'correct_prob_per_token': 0.010615892585591362, 'correct_prob_per_char': 0.16425896100841203, 'margin': 0.0001569369943938112, 'margin_per_token': -0.0025994416326465806, 'margin_per_char': -0.03116496275910857, 'total_prob': 0.005937973125920772, 'total_prob_per_token': 0.038469759206107026, 'total_prob_per_char': 0.6503308612478479, 'uncond_correct_prob': 0.0003638186331315902, 'uncond_correct_prob_per_token': 0.003390546781381792, 'uncond_correct_prob_per_char': 0.11936567381838463, 'uncond_total_prob': 0.001199745943511111, 'norm_correct_prob': 0.23381125734234412, 'norm_correct_prob_per_token': 0.28207858756932114, 'norm_correct_prob_per_char': 0.2523503842562376, 'primary_metric': 0.22} |
10M | DCLM-Baseline | mmlu_college_chemistry | 12,500 | small aux 3 | 5xC | 819,200,000 | 48,662,603,366,400,000 | {'predicted_index_raw': 1.37, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.55, 'predicted_index_per_byte': 1.56, 'predicted_index_uncond': 1.4, 'correct_choice': 1.8, 'acc_raw': 0.26, 'acc_per_token': 0.32, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -36.078438203334805, 'logits_per_token_corr': -5.798909507541057, 'logits_per_char_corr': -2.2329337542737746, 'bits_per_byte_corr': 3.1780549734076873, 'correct_prob': 0.0009642376186487948, 'correct_prob_per_token': 0.008530699036571752, 'correct_prob_per_char': 0.15753133403783917, 'margin': 4.1638768850984035e-05, 'margin_per_token': -0.002649286960823812, 'margin_per_char': -0.03331027337278739, 'total_prob': 0.0028675094259708734, 'total_prob_per_token': 0.03105619741429806, 'total_prob_per_char': 0.6300749629795365, 'uncond_correct_prob': 0.00011192688235930448, 'uncond_correct_prob_per_token': 0.003540540215110827, 'uncond_correct_prob_per_char': 0.12167669967022032, 'uncond_total_prob': 0.0004040767975980558, 'norm_correct_prob': 0.2423583610108, 'norm_correct_prob_per_token': 0.2888258527022333, 'norm_correct_prob_per_char': 0.2516003645060431, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_chemistry | 12,500 | default | 5xC | 819,200,000 | 48,662,603,366,400,000 | {'predicted_index_raw': 1.34, 'predicted_index_per_token': 1.41, 'predicted_index_per_char': 1.37, 'predicted_index_per_byte': 1.32, 'predicted_index_uncond': 1.42, 'correct_choice': 1.8, 'acc_raw': 0.26, 'acc_per_token': 0.3, 'acc_per_char': 0.23, 'acc_per_byte': 0.24, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -36.26513610601425, 'logits_per_token_corr': -5.730577162076485, 'logits_per_char_corr': -2.198417914570804, 'bits_per_byte_corr': 3.131459354145751, 'correct_prob': 0.0015792045082050723, 'correct_prob_per_token': 0.009335060098706695, 'correct_prob_per_char': 0.15987469539386556, 'margin': 5.937546317802883e-05, 'margin_per_token': -0.002195621724647737, 'margin_per_char': -0.02841692196706812, 'total_prob': 0.004658887597572513, 'total_prob_per_token': 0.033165328423314475, 'total_prob_per_char': 0.6309750887958817, 'uncond_correct_prob': 0.00010279176325539727, 'uncond_correct_prob_per_token': 0.0031150364708909545, 'uncond_correct_prob_per_char': 0.11487060884100517, 'uncond_total_prob': 0.0002943619881482159, 'norm_correct_prob': 0.2641187999067769, 'norm_correct_prob_per_token': 0.2988098145714861, 'norm_correct_prob_per_char': 0.25822250429835164, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_chemistry | 13,750 | small aux 2 | 5xC | 901,120,000 | 53,528,863,703,040,000 | {'predicted_index_raw': 1.37, 'predicted_index_per_token': 1.51, 'predicted_index_per_char': 1.66, 'predicted_index_per_byte': 1.65, 'predicted_index_uncond': 1.31, 'correct_choice': 1.8, 'acc_raw': 0.25, 'acc_per_token': 0.31, 'acc_per_char': 0.3, 'acc_per_byte': 0.31, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -35.43906305551529, 'logits_per_token_corr': -5.6405218762158995, 'logits_per_char_corr': -2.1600797741028996, 'bits_per_byte_corr': 3.0770012008693284, 'correct_prob': 0.0013706789309871148, 'correct_prob_per_token': 0.010727419374885161, 'correct_prob_per_char': 0.1659531333268719, 'margin': 0.00010498792897894066, 'margin_per_token': -0.002327687636990467, 'margin_per_char': -0.029631939364750965, 'total_prob': 0.004189677537831004, 'total_prob_per_token': 0.038813932318366426, 'total_prob_per_char': 0.6548442808927423, 'uncond_correct_prob': 0.0002488285799855644, 'uncond_correct_prob_per_token': 0.0034299346991912855, 'uncond_correct_prob_per_char': 0.11945460432676563, 'uncond_total_prob': 0.000855918060845825, 'norm_correct_prob': 0.2417181324627869, 'norm_correct_prob_per_token': 0.2843881202483176, 'norm_correct_prob_per_char': 0.2530920791131999, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_chemistry | 13,750 | small aux 3 | 5xC | 901,120,000 | 53,528,863,703,040,000 | {'predicted_index_raw': 1.38, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.58, 'predicted_index_per_byte': 1.59, 'predicted_index_uncond': 1.44, 'correct_choice': 1.8, 'acc_raw': 0.25, 'acc_per_token': 0.3, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -35.68926159143448, 'logits_per_token_corr': -5.685330804826899, 'logits_per_char_corr': -2.2007738418984983, 'bits_per_byte_corr': 3.1321380710557647, 'correct_prob': 0.0009144231817209536, 'correct_prob_per_token': 0.009062535260099218, 'correct_prob_per_char': 0.1623155422925641, 'margin': -5.739968927055112e-05, 'margin_per_token': -0.0029749481285345687, 'margin_per_char': -0.032134776974716374, 'total_prob': 0.0028410902488081717, 'total_prob_per_token': 0.0333115274337259, 'total_prob_per_char': 0.6456622264934262, 'uncond_correct_prob': 0.0001241910077823178, 'uncond_correct_prob_per_token': 0.003791273373127389, 'uncond_correct_prob_per_char': 0.1241896336751865, 'uncond_total_prob': 0.00040718826875126333, 'norm_correct_prob': 0.2506510059208228, 'norm_correct_prob_per_token': 0.28693566254169683, 'norm_correct_prob_per_char': 0.2523215946079375, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_chemistry | 13,750 | default | 5xC | 901,120,000 | 53,528,863,703,040,000 | {'predicted_index_raw': 1.3, 'predicted_index_per_token': 1.4, 'predicted_index_per_char': 1.36, 'predicted_index_per_byte': 1.35, 'predicted_index_uncond': 1.4, 'correct_choice': 1.8, 'acc_raw': 0.26, 'acc_per_token': 0.28, 'acc_per_char': 0.24, 'acc_per_byte': 0.26, 'acc_uncond': 0.33, 'no_answer': 0.0, 'sum_logits_corr': -35.89745776176453, 'logits_per_token_corr': -5.696513179606581, 'logits_per_char_corr': -2.187259886152872, 'bits_per_byte_corr': 3.1165206013784985, 'correct_prob': 0.0010161633076533623, 'correct_prob_per_token': 0.009591545203405901, 'correct_prob_per_char': 0.16137250504524442, 'margin': -0.0002849336469600013, 'margin_per_token': -0.0030645921415805564, 'margin_per_char': -0.029762541163046795, 'total_prob': 0.0034764796452574297, 'total_prob_per_token': 0.03555762103327783, 'total_prob_per_char': 0.6419299604903381, 'uncond_correct_prob': 8.445893756285362e-05, 'uncond_correct_prob_per_token': 0.003338407881017767, 'uncond_correct_prob_per_char': 0.11623148534741125, 'uncond_total_prob': 0.000317032784942161, 'norm_correct_prob': 0.2506632550491675, 'norm_correct_prob_per_token': 0.29298543596915216, 'norm_correct_prob_per_char': 0.25644991737391115, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_chemistry | 15,000 | small aux 2 | 5xC | 983,040,000 | 58,395,124,039,680,000 | {'predicted_index_raw': 1.37, 'predicted_index_per_token': 1.57, 'predicted_index_per_char': 1.58, 'predicted_index_per_byte': 1.54, 'predicted_index_uncond': 1.32, 'correct_choice': 1.8, 'acc_raw': 0.24, 'acc_per_token': 0.3, 'acc_per_char': 0.29, 'acc_per_byte': 0.31, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -35.329838993549345, 'logits_per_token_corr': -5.627431199891341, 'logits_per_char_corr': -2.161656340115922, 'bits_per_byte_corr': 3.078777453406228, 'correct_prob': 0.0013333743367066565, 'correct_prob_per_token': 0.010342027377550021, 'correct_prob_per_char': 0.1654094017196606, 'margin': 0.000143630160862522, 'margin_per_token': -0.002493971985221992, 'margin_per_char': -0.028968799710480626, 'total_prob': 0.0038969288944104585, 'total_prob_per_token': 0.03774590104010864, 'total_prob_per_char': 0.6537411070063733, 'uncond_correct_prob': 0.0004789322274931031, 'uncond_correct_prob_per_token': 0.003591341883670401, 'uncond_correct_prob_per_char': 0.12042300247059183, 'uncond_total_prob': 0.0014682993648443806, 'norm_correct_prob': 0.24820351663943607, 'norm_correct_prob_per_token': 0.28444406825601454, 'norm_correct_prob_per_char': 0.25357027870913557, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_chemistry | 15,000 | small aux 3 | 5xC | 983,040,000 | 58,395,124,039,680,000 | {'predicted_index_raw': 1.3, 'predicted_index_per_token': 1.46, 'predicted_index_per_char': 1.57, 'predicted_index_per_byte': 1.58, 'predicted_index_uncond': 1.42, 'correct_choice': 1.8, 'acc_raw': 0.24, 'acc_per_token': 0.29, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -35.57851235628128, 'logits_per_token_corr': -5.672827781743276, 'logits_per_char_corr': -2.1975471869991274, 'bits_per_byte_corr': 3.128908216817641, 'correct_prob': 0.0008336703729003016, 'correct_prob_per_token': 0.008865881312412437, 'correct_prob_per_char': 0.16250890271397953, 'margin': -0.0002091446053770699, 'margin_per_token': -0.0030650125946498088, 'margin_per_char': -0.03250874116057801, 'total_prob': 0.0027164210696979797, 'total_prob_per_token': 0.03267573284197448, 'total_prob_per_char': 0.6445814574734663, 'uncond_correct_prob': 0.00014456555601626063, 'uncond_correct_prob_per_token': 0.003761516043459489, 'uncond_correct_prob_per_char': 0.1234540792385198, 'uncond_total_prob': 0.00044016447400935113, 'norm_correct_prob': 0.25284138312656435, 'norm_correct_prob_per_token': 0.29171001464346785, 'norm_correct_prob_per_char': 0.2536709274396577, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_chemistry | 15,000 | default | 5xC | 983,040,000 | 58,395,124,039,680,000 | {'predicted_index_raw': 1.22, 'predicted_index_per_token': 1.43, 'predicted_index_per_char': 1.35, 'predicted_index_per_byte': 1.33, 'predicted_index_uncond': 1.45, 'correct_choice': 1.8, 'acc_raw': 0.26, 'acc_per_token': 0.31, 'acc_per_char': 0.24, 'acc_per_byte': 0.25, 'acc_uncond': 0.35, 'no_answer': 0.0, 'sum_logits_corr': -35.826890075206755, 'logits_per_token_corr': -5.687919711342601, 'logits_per_char_corr': -2.189461987981438, 'bits_per_byte_corr': 3.1195603731387087, 'correct_prob': 0.0011548248814989542, 'correct_prob_per_token': 0.00966642900146125, 'correct_prob_per_char': 0.1623879195949877, 'margin': -7.098142614436368e-05, 'margin_per_token': -0.002694762949085225, 'margin_per_char': -0.028540885042712193, 'total_prob': 0.0036222725706963567, 'total_prob_per_token': 0.03507155826657781, 'total_prob_per_char': 0.6426186579758341, 'uncond_correct_prob': 8.482253670361399e-05, 'uncond_correct_prob_per_token': 0.0033034375292463653, 'uncond_correct_prob_per_char': 0.11792988415052155, 'uncond_total_prob': 0.0003067370522079053, 'norm_correct_prob': 0.2613428379999082, 'norm_correct_prob_per_token': 0.2960368050035092, 'norm_correct_prob_per_char': 0.25742638326926803, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_chemistry | 15,117 | small aux 2 | 5xC | 990,707,712 | 58,850,606,007,189,500 | {'predicted_index_raw': 1.39, 'predicted_index_per_token': 1.55, 'predicted_index_per_char': 1.62, 'predicted_index_per_byte': 1.58, 'predicted_index_uncond': 1.22, 'correct_choice': 1.8, 'acc_raw': 0.24, 'acc_per_token': 0.31, 'acc_per_char': 0.29, 'acc_per_byte': 0.31, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -35.32816877126694, 'logits_per_token_corr': -5.628806505677938, 'logits_per_char_corr': -2.1622972235247393, 'bits_per_byte_corr': 3.0798897974798827, 'correct_prob': 0.001198299806750024, 'correct_prob_per_token': 0.010164546811678556, 'correct_prob_per_char': 0.16493128322858572, 'margin': 2.9968609732322183e-05, 'margin_per_token': -0.0026096333217448015, 'margin_per_char': -0.02885519683664561, 'total_prob': 0.0036391087572608494, 'total_prob_per_token': 0.037372988945999455, 'total_prob_per_char': 0.6519933294582974, 'uncond_correct_prob': 0.000464166913689738, 'uncond_correct_prob_per_token': 0.0035581368537987283, 'uncond_correct_prob_per_char': 0.12021540905898709, 'uncond_total_prob': 0.0014923142893012412, 'norm_correct_prob': 0.25171614368274275, 'norm_correct_prob_per_token': 0.28488965073307354, 'norm_correct_prob_per_char': 0.25388862883610663, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_chemistry | 15,117 | small aux 3 | 5xC | 990,707,712 | 58,850,606,007,189,500 | {'predicted_index_raw': 1.32, 'predicted_index_per_token': 1.52, 'predicted_index_per_char': 1.58, 'predicted_index_per_byte': 1.59, 'predicted_index_uncond': 1.35, 'correct_choice': 1.8, 'acc_raw': 0.23, 'acc_per_token': 0.29, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -35.438219413757324, 'logits_per_token_corr': -5.640563514174994, 'logits_per_char_corr': -2.186468155753479, 'bits_per_byte_corr': 3.1131571033825556, 'correct_prob': 0.0007577636563150207, 'correct_prob_per_token': 0.00900615265355742, 'correct_prob_per_char': 0.16365865358683535, 'margin': -0.00028629424033676886, 'margin_per_token': -0.00308182138502828, 'margin_per_char': -0.03211533586980294, 'total_prob': 0.0025966971105258253, 'total_prob_per_token': 0.033040787452236625, 'total_prob_per_char': 0.6478454601539333, 'uncond_correct_prob': 0.0001526161997306741, 'uncond_correct_prob_per_token': 0.0038133986365402705, 'uncond_correct_prob_per_char': 0.12410773403133506, 'uncond_total_prob': 0.00045999727508126475, 'norm_correct_prob': 0.2526245942984329, 'norm_correct_prob_per_token': 0.2915406115330132, 'norm_correct_prob_per_char': 0.25420624393314173, 'primary_metric': 0.23} |
10M | DCLM-Baseline | mmlu_college_chemistry | 15,117 | default | 5xC | 990,707,712 | 58,850,606,007,189,500 | {'predicted_index_raw': 1.22, 'predicted_index_per_token': 1.45, 'predicted_index_per_char': 1.35, 'predicted_index_per_byte': 1.36, 'predicted_index_uncond': 1.46, 'correct_choice': 1.8, 'acc_raw': 0.26, 'acc_per_token': 0.31, 'acc_per_char': 0.24, 'acc_per_byte': 0.25, 'acc_uncond': 0.34, 'no_answer': 0.0, 'sum_logits_corr': -35.75931548595428, 'logits_per_token_corr': -5.6896258999953275, 'logits_per_char_corr': -2.187706508674395, 'bits_per_byte_corr': 3.1166803426725456, 'correct_prob': 0.0011589675525656574, 'correct_prob_per_token': 0.009731332416015443, 'correct_prob_per_char': 0.16249285097229615, 'margin': -0.00012022834131921283, 'margin_per_token': -0.0027806918228243764, 'margin_per_char': -0.02887649505943782, 'total_prob': 0.0036461554411367446, 'total_prob_per_token': 0.03528487813940591, 'total_prob_per_char': 0.6435390485066121, 'uncond_correct_prob': 8.111520379033893e-05, 'uncond_correct_prob_per_token': 0.0032666754374790622, 'uncond_correct_prob_per_char': 0.11705581074878896, 'uncond_total_prob': 0.0003221362038312201, 'norm_correct_prob': 0.2600950211501798, 'norm_correct_prob_per_token': 0.29500691844371185, 'norm_correct_prob_per_char': 0.25676766648897725, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_computer_science | 0 | small aux 2 | 5xC | 0 | 0 | {'predicted_index_raw': 1.2, 'predicted_index_per_token': 1.19, 'predicted_index_per_char': 1.56, 'predicted_index_per_byte': 1.56, 'predicted_index_uncond': 1.45, 'correct_choice': 1.66, 'acc_raw': 0.22, 'acc_per_token': 0.22, 'acc_per_char': 0.17, 'acc_per_byte': 0.17, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -76.28491438865662, 'logits_per_token_corr': -10.837632982554442, 'logits_per_char_corr': -3.717676584165098, 'bits_per_byte_corr': 5.344184671659065, 'correct_prob': 1.3643417418624567e-06, 'correct_prob_per_token': 1.9793937076467558e-05, 'correct_prob_per_char': 0.06620400481805501, 'margin': -5.630391166053618e-07, 'margin_per_token': -1.993122772061985e-06, 'margin_per_char': -0.026077073792159684, 'total_prob': 5.24357764093822e-06, 'total_prob_per_token': 7.990908720940418e-05, 'total_prob_per_char': 0.28346728341500677, 'uncond_correct_prob': 1.5713157882409402e-06, 'uncond_correct_prob_per_token': 1.954651560967524e-05, 'uncond_correct_prob_per_char': 0.06596375212075699, 'uncond_total_prob': 6.1504551836533576e-06, 'norm_correct_prob': 0.2323345580590294, 'norm_correct_prob_per_token': 0.2477846729117752, 'norm_correct_prob_per_char': 0.2202674898663588, 'primary_metric': 0.22} |
10M | DCLM-Baseline | mmlu_college_computer_science | 0 | small aux 3 | 5xC | 0 | 0 | {'predicted_index_raw': 1.12, 'predicted_index_per_token': 1.59, 'predicted_index_per_char': 1.72, 'predicted_index_per_byte': 1.72, 'predicted_index_uncond': 1.46, 'correct_choice': 1.66, 'acc_raw': 0.27, 'acc_per_token': 0.38, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.39, 'no_answer': 0.0, 'sum_logits_corr': -76.04598989486695, 'logits_per_token_corr': -10.849195263112046, 'logits_per_char_corr': -3.7183687973630684, 'bits_per_byte_corr': 5.3448711727474265, 'correct_prob': 1.4953867095757076e-06, 'correct_prob_per_token': 1.952375911679984e-05, 'correct_prob_per_char': 0.0660035831842661, 'margin': -2.538659932430608e-07, 'margin_per_token': -7.972871033625941e-07, 'margin_per_char': -0.025701479339669982, 'total_prob': 5.1778348505543574e-06, 'total_prob_per_token': 7.635208164728789e-05, 'total_prob_per_char': 0.2814015160246172, 'uncond_correct_prob': 1.4945302548380242e-06, 'uncond_correct_prob_per_token': 2.0019249183024945e-05, 'uncond_correct_prob_per_char': 0.0663080679653191, 'uncond_total_prob': 5.929194006356397e-06, 'norm_correct_prob': 0.2372384946030653, 'norm_correct_prob_per_token': 0.25588138317146786, 'norm_correct_prob_per_char': 0.22254869137727082, 'primary_metric': 0.27} |
10M | DCLM-Baseline | mmlu_college_computer_science | 0 | default | 5xC | 0 | 0 | {'predicted_index_raw': 1.0, 'predicted_index_per_token': 1.07, 'predicted_index_per_char': 1.62, 'predicted_index_per_byte': 1.62, 'predicted_index_uncond': 1.08, 'correct_choice': 1.66, 'acc_raw': 0.25, 'acc_per_token': 0.28, 'acc_per_char': 0.19, 'acc_per_byte': 0.19, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -76.37043019294738, 'logits_per_token_corr': -10.868884360279475, 'logits_per_char_corr': -3.72397094704115, 'bits_per_byte_corr': 5.353116079583678, 'correct_prob': 1.3235989273554747e-06, 'correct_prob_per_token': 1.914534705320623e-05, 'correct_prob_per_char': 0.0656725245939564, 'margin': -5.258988193986463e-07, 'margin_per_token': -1.8226825298566743e-06, 'margin_per_char': -0.025946276761617898, 'total_prob': 5.2046749466075054e-06, 'total_prob_per_token': 7.72218510312776e-05, 'total_prob_per_char': 0.2811842432656793, 'uncond_correct_prob': 1.3719227753500502e-06, 'uncond_correct_prob_per_token': 2.0062436112210583e-05, 'uncond_correct_prob_per_char': 0.0661493801398057, 'uncond_total_prob': 5.653819940576897e-06, 'norm_correct_prob': 0.23322177152469215, 'norm_correct_prob_per_token': 0.24793175856881988, 'norm_correct_prob_per_char': 0.2202439277912913, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_computer_science | 2,500 | small aux 2 | 5xC | 163,840,000 | 9,732,520,673,280,000 | {'predicted_index_raw': 0.97, 'predicted_index_per_token': 1.43, 'predicted_index_per_char': 1.61, 'predicted_index_per_byte': 1.61, 'predicted_index_uncond': 1.38, 'correct_choice': 1.66, 'acc_raw': 0.22, 'acc_per_token': 0.29, 'acc_per_char': 0.19, 'acc_per_byte': 0.19, 'acc_uncond': 0.32, 'no_answer': 0.0, 'sum_logits_corr': -38.89645849943161, 'logits_per_token_corr': -6.1780453835036795, 'logits_per_char_corr': -1.967413961251565, 'bits_per_byte_corr': 2.8304620308820074, 'correct_prob': 0.000997875358127592, 'correct_prob_per_token': 0.00799879003480067, 'correct_prob_per_char': 0.1923977971577883, 'margin': -0.002493127637087268, 'margin_per_token': -0.007782888553065231, 'margin_per_char': -0.050205853306635156, 'total_prob': 0.006375621702889234, 'total_prob_per_token': 0.03478118154577325, 'total_prob_per_char': 0.788235341142739, 'uncond_correct_prob': 2.670352212818878e-05, 'uncond_correct_prob_per_token': 0.0045936349938519114, 'uncond_correct_prob_per_char': 0.1713818948896778, 'uncond_total_prob': 0.00010570379875819079, 'norm_correct_prob': 0.23061756972862413, 'norm_correct_prob_per_token': 0.28371059276724003, 'norm_correct_prob_per_char': 0.24638957475127732, 'primary_metric': 0.22} |
10M | DCLM-Baseline | mmlu_college_computer_science | 2,500 | small aux 3 | 5xC | 163,840,000 | 9,732,520,673,280,000 | {'predicted_index_raw': 1.03, 'predicted_index_per_token': 1.27, 'predicted_index_per_char': 1.34, 'predicted_index_per_byte': 1.33, 'predicted_index_uncond': 1.65, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.3, 'acc_per_char': 0.24, 'acc_per_byte': 0.24, 'acc_uncond': 0.31, 'no_answer': 0.0, 'sum_logits_corr': -37.86091535568237, 'logits_per_token_corr': -5.981907196903684, 'logits_per_char_corr': -1.9200243529909307, 'bits_per_byte_corr': 2.7612090430138716, 'correct_prob': 0.0007000858455473353, 'correct_prob_per_token': 0.009070116800002935, 'correct_prob_per_char': 0.20246639308854644, 'margin': -0.00176969062221414, 'margin_per_token': -0.005352364819678465, 'margin_per_char': -0.04823455123701937, 'total_prob': 0.004858237678163699, 'total_prob_per_token': 0.03577190407814923, 'total_prob_per_char': 0.8177903631685082, 'uncond_correct_prob': 2.4238784825984448e-05, 'uncond_correct_prob_per_token': 0.004052008205576368, 'uncond_correct_prob_per_char': 0.16806094685836648, 'uncond_total_prob': 9.01405222064708e-05, 'norm_correct_prob': 0.2413444925093164, 'norm_correct_prob_per_token': 0.28623162762925597, 'norm_correct_prob_per_char': 0.2492525926544337, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 2,500 | default | 5xC | 163,840,000 | 9,732,520,673,280,000 | {'predicted_index_raw': 0.97, 'predicted_index_per_token': 1.35, 'predicted_index_per_char': 1.52, 'predicted_index_per_byte': 1.49, 'predicted_index_uncond': 1.57, 'correct_choice': 1.66, 'acc_raw': 0.28, 'acc_per_token': 0.29, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -38.430820348262785, 'logits_per_token_corr': -6.041518561796607, 'logits_per_char_corr': -1.9418099385266563, 'bits_per_byte_corr': 2.7932020846780636, 'correct_prob': 0.001479921234068328, 'correct_prob_per_token': 0.009271284467817942, 'correct_prob_per_char': 0.20137336980952825, 'margin': 0.0005142249458495436, 'margin_per_token': -0.0016703068562290107, 'margin_per_char': -0.03813225787248363, 'total_prob': 0.0030855626537430016, 'total_prob_per_token': 0.029952151488773154, 'total_prob_per_char': 0.8040258899964519, 'uncond_correct_prob': 3.982144011192486e-05, 'uncond_correct_prob_per_token': 0.004302049991512609, 'uncond_correct_prob_per_char': 0.17251950915870778, 'uncond_total_prob': 0.00013616443601222172, 'norm_correct_prob': 0.26942321221340476, 'norm_correct_prob_per_token': 0.28836175737027625, 'norm_correct_prob_per_char': 0.250397436617527, 'primary_metric': 0.28} |
10M | DCLM-Baseline | mmlu_college_computer_science | 3,750 | small aux 2 | 5xC | 245,760,000 | 14,598,781,009,920,000 | {'predicted_index_raw': 0.98, 'predicted_index_per_token': 1.26, 'predicted_index_per_char': 1.39, 'predicted_index_per_byte': 1.39, 'predicted_index_uncond': 1.39, 'correct_choice': 1.66, 'acc_raw': 0.23, 'acc_per_token': 0.24, 'acc_per_char': 0.24, 'acc_per_byte': 0.24, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -38.31780312538147, 'logits_per_token_corr': -6.138051638888292, 'logits_per_char_corr': -1.9373243797661663, 'bits_per_byte_corr': 2.788059973465869, 'correct_prob': 0.0006831344253661585, 'correct_prob_per_token': 0.008643021107516772, 'correct_prob_per_char': 0.19462803628793904, 'margin': -0.0021097216286781566, 'margin_per_token': -0.005557043318305485, 'margin_per_char': -0.04902291417990025, 'total_prob': 0.00420900080822779, 'total_prob_per_token': 0.033672874345940865, 'total_prob_per_char': 0.7934490059157691, 'uncond_correct_prob': 3.681836024183712e-05, 'uncond_correct_prob_per_token': 0.005196476436573303, 'uncond_correct_prob_per_char': 0.17253562569711206, 'uncond_total_prob': 0.00013950315116446647, 'norm_correct_prob': 0.24322657917035034, 'norm_correct_prob_per_token': 0.275120518546505, 'norm_correct_prob_per_char': 0.2509182450001737, 'primary_metric': 0.23} |
10M | DCLM-Baseline | mmlu_college_computer_science | 3,750 | small aux 3 | 5xC | 245,760,000 | 14,598,781,009,920,000 | {'predicted_index_raw': 0.92, 'predicted_index_per_token': 1.46, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.48, 'predicted_index_uncond': 1.47, 'correct_choice': 1.66, 'acc_raw': 0.25, 'acc_per_token': 0.29, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -37.89476306200027, 'logits_per_token_corr': -5.933523401491831, 'logits_per_char_corr': -1.9126013271788724, 'bits_per_byte_corr': 2.750427717548872, 'correct_prob': 0.001915395181390207, 'correct_prob_per_token': 0.009540022519331687, 'correct_prob_per_char': 0.20612665260319943, 'margin': -0.003518463562944363, 'margin_per_token': -0.00613662620020246, 'margin_per_char': -0.04473936672173414, 'total_prob': 0.009850893773705209, 'total_prob_per_token': 0.036504682030949774, 'total_prob_per_char': 0.832367203367349, 'uncond_correct_prob': 7.396388022273394e-05, 'uncond_correct_prob_per_token': 0.005477193642451802, 'uncond_correct_prob_per_char': 0.1819130681757287, 'uncond_total_prob': 0.0003023373301818512, 'norm_correct_prob': 0.2508380687089765, 'norm_correct_prob_per_token': 0.28304193241634623, 'norm_correct_prob_per_char': 0.247618514179193, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_computer_science | 3,750 | default | 5xC | 245,760,000 | 14,598,781,009,920,000 | {'predicted_index_raw': 0.9, 'predicted_index_per_token': 1.35, 'predicted_index_per_char': 1.51, 'predicted_index_per_byte': 1.49, 'predicted_index_uncond': 1.66, 'correct_choice': 1.66, 'acc_raw': 0.21, 'acc_per_token': 0.28, 'acc_per_char': 0.26, 'acc_per_byte': 0.25, 'acc_uncond': 0.33, 'no_answer': 0.0, 'sum_logits_corr': -37.86641757249832, 'logits_per_token_corr': -6.034571831343904, 'logits_per_char_corr': -1.9126424811609712, 'bits_per_byte_corr': 2.753140416911595, 'correct_prob': 0.0008476100445248785, 'correct_prob_per_token': 0.009240818007043612, 'correct_prob_per_char': 0.19957256276797428, 'margin': -0.0003603212831553291, 'margin_per_token': -0.0038184378422257063, 'margin_per_char': -0.0425841293722266, 'total_prob': 0.002413522452610668, 'total_prob_per_token': 0.03266175773014465, 'total_prob_per_char': 0.8012969876397387, 'uncond_correct_prob': 1.7528651236200568e-05, 'uncond_correct_prob_per_token': 0.003987176520785155, 'uncond_correct_prob_per_char': 0.16244854403021716, 'uncond_total_prob': 9.167044388050223e-05, 'norm_correct_prob': 0.23055015343244759, 'norm_correct_prob_per_token': 0.2899593776725266, 'norm_correct_prob_per_char': 0.2525628026068947, 'primary_metric': 0.21} |
10M | DCLM-Baseline | mmlu_college_computer_science | 5,000 | small aux 2 | 5xC | 327,680,000 | 19,465,041,346,560,000 | {'predicted_index_raw': 0.99, 'predicted_index_per_token': 1.66, 'predicted_index_per_char': 1.79, 'predicted_index_per_byte': 1.78, 'predicted_index_uncond': 1.69, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.33, 'acc_per_char': 0.28, 'acc_per_byte': 0.29, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -37.0584307384491, 'logits_per_token_corr': -5.795904372361222, 'logits_per_char_corr': -1.852405012849816, 'bits_per_byte_corr': 2.665106741483363, 'correct_prob': 0.0008388167253428934, 'correct_prob_per_token': 0.011039527241462972, 'correct_prob_per_char': 0.2122912007209238, 'margin': -0.0005574503115338775, 'margin_per_token': -0.002579632787956324, 'margin_per_char': -0.042241550314393465, 'total_prob': 0.0027648872900137376, 'total_prob_per_token': 0.03568664606321872, 'total_prob_per_char': 0.8391657060461126, 'uncond_correct_prob': 5.903576543307863e-05, 'uncond_correct_prob_per_token': 0.005665725855819554, 'uncond_correct_prob_per_char': 0.17981399590763852, 'uncond_total_prob': 0.00021057797086487971, 'norm_correct_prob': 0.23009176346279617, 'norm_correct_prob_per_token': 0.2955697570883668, 'norm_correct_prob_per_char': 0.25728521493326634, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 5,000 | small aux 3 | 5xC | 327,680,000 | 19,465,041,346,560,000 | {'predicted_index_raw': 1.08, 'predicted_index_per_token': 1.58, 'predicted_index_per_char': 1.71, 'predicted_index_per_byte': 1.7, 'predicted_index_uncond': 1.75, 'correct_choice': 1.66, 'acc_raw': 0.23, 'acc_per_token': 0.3, 'acc_per_char': 0.24, 'acc_per_byte': 0.24, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -37.306577367782594, 'logits_per_token_corr': -5.920856028219764, 'logits_per_char_corr': -1.881748348385318, 'bits_per_byte_corr': 2.706488412239973, 'correct_prob': 0.00206461303340412, 'correct_prob_per_token': 0.011416136483351625, 'correct_prob_per_char': 0.2076591626276124, 'margin': -0.0013126289568403692, 'margin_per_token': -0.00465582582575404, 'margin_per_char': -0.04452000805064096, 'total_prob': 0.007244735197502382, 'total_prob_per_token': 0.04016750316186296, 'total_prob_per_char': 0.8281929636100337, 'uncond_correct_prob': 8.040626830563733e-05, 'uncond_correct_prob_per_token': 0.005328999817528985, 'uncond_correct_prob_per_char': 0.17590437936715705, 'uncond_total_prob': 0.0003184502027026677, 'norm_correct_prob': 0.24352307585596122, 'norm_correct_prob_per_token': 0.3026746137781338, 'norm_correct_prob_per_char': 0.254013078300827, 'primary_metric': 0.23} |
10M | DCLM-Baseline | mmlu_college_computer_science | 5,000 | default | 5xC | 327,680,000 | 19,465,041,346,560,000 | {'predicted_index_raw': 0.95, 'predicted_index_per_token': 1.64, 'predicted_index_per_char': 1.67, 'predicted_index_per_byte': 1.66, 'predicted_index_uncond': 1.63, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.32, 'acc_per_char': 0.25, 'acc_per_byte': 0.26, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -37.24191321372986, 'logits_per_token_corr': -5.898054625520092, 'logits_per_char_corr': -1.8977281186551556, 'bits_per_byte_corr': 2.730958727882276, 'correct_prob': 0.000968277816370975, 'correct_prob_per_token': 0.010737875483156599, 'correct_prob_per_char': 0.20837819385954684, 'margin': 4.197081713314202e-05, 'margin_per_token': -0.0014105275003766429, 'margin_per_char': -0.03782923304129476, 'total_prob': 0.00228785676401354, 'total_prob_per_token': 0.033632385974874245, 'total_prob_per_char': 0.8276917969057008, 'uncond_correct_prob': 2.9864135206872673e-05, 'uncond_correct_prob_per_token': 0.005118705809881674, 'uncond_correct_prob_per_char': 0.17566895899152246, 'uncond_total_prob': 0.00015531028071298855, 'norm_correct_prob': 0.24363970688620362, 'norm_correct_prob_per_token': 0.2979613037170834, 'norm_correct_prob_per_char': 0.2540211820053375, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 7,500 | small aux 2 | 5xC | 491,520,000 | 29,197,562,019,840,000 | {'predicted_index_raw': 0.94, 'predicted_index_per_token': 1.6, 'predicted_index_per_char': 1.65, 'predicted_index_per_byte': 1.62, 'predicted_index_uncond': 1.74, 'correct_choice': 1.66, 'acc_raw': 0.22, 'acc_per_token': 0.26, 'acc_per_char': 0.24, 'acc_per_byte': 0.24, 'acc_uncond': 0.32, 'no_answer': 0.0, 'sum_logits_corr': -36.917221353054046, 'logits_per_token_corr': -5.852551536847103, 'logits_per_char_corr': -1.8617006675328296, 'bits_per_byte_corr': 2.6776581587451704, 'correct_prob': 0.0015186485505208306, 'correct_prob_per_token': 0.011419870716193749, 'correct_prob_per_char': 0.2112284007925293, 'margin': -0.0014316807973860628, 'margin_per_token': -0.003469600540999346, 'margin_per_char': -0.044036769402999276, 'total_prob': 0.006319472342459831, 'total_prob_per_token': 0.038172718514328706, 'total_prob_per_char': 0.8371128521977589, 'uncond_correct_prob': 8.143866699850969e-05, 'uncond_correct_prob_per_token': 0.005375010672171771, 'uncond_correct_prob_per_char': 0.17770893895390588, 'uncond_total_prob': 0.00024619124484251957, 'norm_correct_prob': 0.24105381065477058, 'norm_correct_prob_per_token': 0.293543687793987, 'norm_correct_prob_per_char': 0.2578146328348918, 'primary_metric': 0.22} |
10M | DCLM-Baseline | mmlu_college_computer_science | 7,500 | small aux 3 | 5xC | 491,520,000 | 29,197,562,019,840,000 | {'predicted_index_raw': 0.91, 'predicted_index_per_token': 1.6, 'predicted_index_per_char': 1.67, 'predicted_index_per_byte': 1.64, 'predicted_index_uncond': 1.45, 'correct_choice': 1.66, 'acc_raw': 0.21, 'acc_per_token': 0.27, 'acc_per_char': 0.22, 'acc_per_byte': 0.22, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -38.67723723053932, 'logits_per_token_corr': -6.187051361092094, 'logits_per_char_corr': -1.9512057983811615, 'bits_per_byte_corr': 2.807526022785908, 'correct_prob': 0.0022684786471353366, 'correct_prob_per_token': 0.009972194390096372, 'correct_prob_per_char': 0.1927377728663638, 'margin': -0.002696195369303483, 'margin_per_token': -0.008628883794515887, 'margin_per_char': -0.049559862880181146, 'total_prob': 0.00915576135108425, 'total_prob_per_token': 0.040867076357933275, 'total_prob_per_char': 0.7960706004936068, 'uncond_correct_prob': 5.9521475278142595e-05, 'uncond_correct_prob_per_token': 0.005517529358754891, 'uncond_correct_prob_per_char': 0.17511264576609786, 'uncond_total_prob': 0.00022356577921801946, 'norm_correct_prob': 0.2137100674541762, 'norm_correct_prob_per_token': 0.2831674624656253, 'norm_correct_prob_per_char': 0.24419465425300152, 'primary_metric': 0.21} |
10M | DCLM-Baseline | mmlu_college_computer_science | 7,500 | default | 5xC | 491,520,000 | 29,197,562,019,840,000 | {'predicted_index_raw': 0.88, 'predicted_index_per_token': 1.44, 'predicted_index_per_char': 1.72, 'predicted_index_per_byte': 1.69, 'predicted_index_uncond': 1.74, 'correct_choice': 1.66, 'acc_raw': 0.26, 'acc_per_token': 0.32, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.23, 'no_answer': 0.0, 'sum_logits_corr': -36.82797813415527, 'logits_per_token_corr': -5.921349955545241, 'logits_per_char_corr': -1.896192834664466, 'bits_per_byte_corr': 2.7291008447829666, 'correct_prob': 0.0003585365010573172, 'correct_prob_per_token': 0.010255567731929293, 'correct_prob_per_char': 0.20816153661923067, 'margin': -4.14058044481588e-05, 'margin_per_token': -0.0017197816583237144, 'margin_per_char': -0.03912597873477058, 'total_prob': 0.0010011328779887473, 'total_prob_per_token': 0.03322428128545747, 'total_prob_per_char': 0.8204555713838555, 'uncond_correct_prob': 3.9333797785771416e-05, 'uncond_correct_prob_per_token': 0.004940367336662787, 'uncond_correct_prob_per_char': 0.1757949551768733, 'uncond_total_prob': 0.00015827115072675454, 'norm_correct_prob': 0.252254033454815, 'norm_correct_prob_per_token': 0.3002914428087783, 'norm_correct_prob_per_char': 0.2556752916743148, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_computer_science | 8,750 | small aux 2 | 5xC | 573,440,000 | 34,063,822,356,480,000 | {'predicted_index_raw': 0.96, 'predicted_index_per_token': 1.47, 'predicted_index_per_char': 1.61, 'predicted_index_per_byte': 1.61, 'predicted_index_uncond': 1.76, 'correct_choice': 1.66, 'acc_raw': 0.25, 'acc_per_token': 0.24, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -36.17008806705475, 'logits_per_token_corr': -5.730017897022611, 'logits_per_char_corr': -1.8311350382571743, 'bits_per_byte_corr': 2.634536010753322, 'correct_prob': 0.0008218435595584259, 'correct_prob_per_token': 0.012153300735275523, 'correct_prob_per_char': 0.21805496999491975, 'margin': -0.000742416484137024, 'margin_per_token': -0.002002816498761246, 'margin_per_char': -0.03998716959857897, 'total_prob': 0.003537095251695647, 'total_prob_per_token': 0.0393268728596491, 'total_prob_per_char': 0.8635200281803942, 'uncond_correct_prob': 0.0002468676790863706, 'uncond_correct_prob_per_token': 0.005971792775522151, 'uncond_correct_prob_per_char': 0.1802532197458382, 'uncond_total_prob': 0.0008054348853448991, 'norm_correct_prob': 0.24526721180645644, 'norm_correct_prob_per_token': 0.28356342050598277, 'norm_correct_prob_per_char': 0.25357576634441936, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_computer_science | 8,750 | small aux 3 | 5xC | 573,440,000 | 34,063,822,356,480,000 | {'predicted_index_raw': 0.91, 'predicted_index_per_token': 1.45, 'predicted_index_per_char': 1.6, 'predicted_index_per_byte': 1.57, 'predicted_index_uncond': 1.88, 'correct_choice': 1.66, 'acc_raw': 0.23, 'acc_per_token': 0.25, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -36.24293056726456, 'logits_per_token_corr': -5.773437594718311, 'logits_per_char_corr': -1.8369593350996374, 'bits_per_byte_corr': 2.6426392200605293, 'correct_prob': 0.0011921540079239661, 'correct_prob_per_token': 0.011480504528007694, 'correct_prob_per_char': 0.21393924288580518, 'margin': -0.001008544154225854, 'margin_per_token': -0.003846950468851479, 'margin_per_char': -0.04325415346420957, 'total_prob': 0.0051420924600929, 'total_prob_per_token': 0.040872747415236166, 'total_prob_per_char': 0.8586837803387466, 'uncond_correct_prob': 0.00010410097559179795, 'uncond_correct_prob_per_token': 0.0062910868778571095, 'uncond_correct_prob_per_char': 0.18252165432627232, 'uncond_total_prob': 0.00038823304896888004, 'norm_correct_prob': 0.23405330135169108, 'norm_correct_prob_per_token': 0.27967572001425933, 'norm_correct_prob_per_char': 0.24797702481647677, 'primary_metric': 0.23} |
10M | DCLM-Baseline | mmlu_college_computer_science | 8,750 | default | 5xC | 573,440,000 | 34,063,822,356,480,000 | {'predicted_index_raw': 1.0, 'predicted_index_per_token': 1.71, 'predicted_index_per_char': 1.72, 'predicted_index_per_byte': 1.72, 'predicted_index_uncond': 1.82, 'correct_choice': 1.66, 'acc_raw': 0.27, 'acc_per_token': 0.34, 'acc_per_char': 0.32, 'acc_per_byte': 0.32, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -37.15234750032425, 'logits_per_token_corr': -6.062189908781115, 'logits_per_char_corr': -1.9042213693896815, 'bits_per_byte_corr': 2.7402623933839907, 'correct_prob': 0.0021780655593009075, 'correct_prob_per_token': 0.012137247685388175, 'correct_prob_per_char': 0.20549343179407778, 'margin': -0.0003730601544847554, 'margin_per_token': -0.0019021707387974764, 'margin_per_char': -0.03772072736587224, 'total_prob': 0.005668817970742807, 'total_prob_per_token': 0.03799091934977672, 'total_prob_per_char': 0.8009015561446692, 'uncond_correct_prob': 1.5988158671210685e-05, 'uncond_correct_prob_per_token': 0.00466720407584801, 'uncond_correct_prob_per_char': 0.1705948439443639, 'uncond_total_prob': 7.092101520106983e-05, 'norm_correct_prob': 0.25621563679202447, 'norm_correct_prob_per_token': 0.3088317593671405, 'norm_correct_prob_per_char': 0.2646334402862529, 'primary_metric': 0.27} |
10M | DCLM-Baseline | mmlu_college_computer_science | 10,000 | small aux 2 | 5xC | 655,360,000 | 38,930,082,693,120,000 | {'predicted_index_raw': 0.95, 'predicted_index_per_token': 1.75, 'predicted_index_per_char': 1.88, 'predicted_index_per_byte': 1.85, 'predicted_index_uncond': 1.79, 'correct_choice': 1.66, 'acc_raw': 0.23, 'acc_per_token': 0.29, 'acc_per_char': 0.22, 'acc_per_byte': 0.22, 'acc_uncond': 0.23, 'no_answer': 0.0, 'sum_logits_corr': -36.4833899641037, 'logits_per_token_corr': -5.9119981485988875, 'logits_per_char_corr': -1.8966178776206792, 'bits_per_byte_corr': 2.728951913487656, 'correct_prob': 0.0005049822041553963, 'correct_prob_per_token': 0.01046139767336178, 'correct_prob_per_char': 0.20880313318328458, 'margin': -0.0005508414304081687, 'margin_per_token': -0.0032777495535379823, 'margin_per_char': -0.04128207525608712, 'total_prob': 0.002301465523345724, 'total_prob_per_token': 0.035465601747596415, 'total_prob_per_char': 0.8315350837403467, 'uncond_correct_prob': 0.00018607332480678182, 'uncond_correct_prob_per_token': 0.006016763239402327, 'uncond_correct_prob_per_char': 0.1851997198013147, 'uncond_total_prob': 0.0006738141911455831, 'norm_correct_prob': 0.23654660377289352, 'norm_correct_prob_per_token': 0.29164348828824643, 'norm_correct_prob_per_char': 0.2503184989362768, 'primary_metric': 0.23} |
10M | DCLM-Baseline | mmlu_college_computer_science | 10,000 | small aux 3 | 5xC | 655,360,000 | 38,930,082,693,120,000 | {'predicted_index_raw': 0.95, 'predicted_index_per_token': 1.49, 'predicted_index_per_char': 1.66, 'predicted_index_per_byte': 1.66, 'predicted_index_uncond': 1.57, 'correct_choice': 1.66, 'acc_raw': 0.22, 'acc_per_token': 0.27, 'acc_per_char': 0.23, 'acc_per_byte': 0.23, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -36.45553095817566, 'logits_per_token_corr': -5.804484720029684, 'logits_per_char_corr': -1.8391229625399306, 'bits_per_byte_corr': 2.646087480003175, 'correct_prob': 0.0024304445201346, 'correct_prob_per_token': 0.013573651371303553, 'correct_prob_per_char': 0.21504940015371798, 'margin': -0.0022895610427046257, 'margin_per_token': -0.005952518838889084, 'margin_per_char': -0.04718945407538183, 'total_prob': 0.009069091780075225, 'total_prob_per_token': 0.04626397319656284, 'total_prob_per_char': 0.8608256089361074, 'uncond_correct_prob': 7.240750237789394e-05, 'uncond_correct_prob_per_token': 0.005657300968438419, 'uncond_correct_prob_per_char': 0.17861383177584336, 'uncond_total_prob': 0.0002702912179188131, 'norm_correct_prob': 0.2267186508713296, 'norm_correct_prob_per_token': 0.2853135435900915, 'norm_correct_prob_per_char': 0.2508204941105555, 'primary_metric': 0.22} |
10M | DCLM-Baseline | mmlu_college_computer_science | 10,000 | default | 5xC | 655,360,000 | 38,930,082,693,120,000 | {'predicted_index_raw': 1.03, 'predicted_index_per_token': 1.76, 'predicted_index_per_char': 1.75, 'predicted_index_per_byte': 1.75, 'predicted_index_uncond': 1.7, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.3, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -37.093453166484835, 'logits_per_token_corr': -6.147314562370741, 'logits_per_char_corr': -1.990661066808256, 'bits_per_byte_corr': 2.8633601560556072, 'correct_prob': 0.001000751072857195, 'correct_prob_per_token': 0.01117326284630911, 'correct_prob_per_char': 0.20582715266912344, 'margin': 6.532580313445154e-05, 'margin_per_token': -0.0016480657392311073, 'margin_per_char': -0.034790426334156174, 'total_prob': 0.0024348981582549257, 'total_prob_per_token': 0.034421821921219675, 'total_prob_per_char': 0.791655371453281, 'uncond_correct_prob': 3.766927300100859e-05, 'uncond_correct_prob_per_token': 0.005331817745846152, 'uncond_correct_prob_per_char': 0.17798946056763454, 'uncond_total_prob': 0.00020707348771199744, 'norm_correct_prob': 0.26240485750762443, 'norm_correct_prob_per_token': 0.31328535921139133, 'norm_correct_prob_per_char': 0.26405626297635715, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 11,250 | small aux 2 | 5xC | 737,280,000 | 43,796,343,029,760,000 | {'predicted_index_raw': 1.03, 'predicted_index_per_token': 1.7, 'predicted_index_per_char': 1.72, 'predicted_index_per_byte': 1.7, 'predicted_index_uncond': 1.71, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.29, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.21, 'no_answer': 0.0, 'sum_logits_corr': -35.78799145460129, 'logits_per_token_corr': -5.787100573078, 'logits_per_char_corr': -1.8638449425408294, 'bits_per_byte_corr': 2.6815090040358416, 'correct_prob': 0.0007990035423894334, 'correct_prob_per_token': 0.013507331201501913, 'correct_prob_per_char': 0.21944784162736122, 'margin': -0.0006463005258330827, 'margin_per_token': -0.0005964116524034466, 'margin_per_char': -0.04278057227645094, 'total_prob': 0.002924349480985605, 'total_prob_per_token': 0.03952752250098383, 'total_prob_per_char': 0.863747434429728, 'uncond_correct_prob': 0.0010590667527116517, 'uncond_correct_prob_per_token': 0.006526258689978569, 'uncond_correct_prob_per_char': 0.17762156038822263, 'uncond_total_prob': 0.0035306025162658377, 'norm_correct_prob': 0.24802427796255208, 'norm_correct_prob_per_token': 0.2839499999457081, 'norm_correct_prob_per_char': 0.25118085293064885, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 11,250 | small aux 3 | 5xC | 737,280,000 | 43,796,343,029,760,000 | {'predicted_index_raw': 0.87, 'predicted_index_per_token': 1.62, 'predicted_index_per_char': 1.8, 'predicted_index_per_byte': 1.8, 'predicted_index_uncond': 1.7, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.25, 'acc_per_char': 0.23, 'acc_per_byte': 0.23, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -35.924935734272005, 'logits_per_token_corr': -5.669584494944427, 'logits_per_char_corr': -1.8107930061557647, 'bits_per_byte_corr': 2.605208821725327, 'correct_prob': 0.0020840743182946007, 'correct_prob_per_token': 0.013031439239938485, 'correct_prob_per_char': 0.21968146720925577, 'margin': -0.0005465073088789813, 'margin_per_token': -0.0030402349786724098, 'margin_per_char': -0.04048347080634481, 'total_prob': 0.006591151933736432, 'total_prob_per_token': 0.042534425449643275, 'total_prob_per_char': 0.8693997448584239, 'uncond_correct_prob': 7.419040692272527e-05, 'uncond_correct_prob_per_token': 0.006347974631421465, 'uncond_correct_prob_per_char': 0.18496023032601755, 'uncond_total_prob': 0.00025520015256939095, 'norm_correct_prob': 0.24475053531488342, 'norm_correct_prob_per_token': 0.2874062247106057, 'norm_correct_prob_per_char': 0.2517828903355258, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 11,250 | default | 5xC | 737,280,000 | 43,796,343,029,760,000 | {'predicted_index_raw': 0.95, 'predicted_index_per_token': 1.72, 'predicted_index_per_char': 1.79, 'predicted_index_per_byte': 1.78, 'predicted_index_uncond': 1.61, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.3, 'acc_per_char': 0.27, 'acc_per_byte': 0.27, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -36.17670357942581, 'logits_per_token_corr': -5.843593245070118, 'logits_per_char_corr': -1.8607425465711356, 'bits_per_byte_corr': 2.6770980641200146, 'correct_prob': 0.0020602689961945067, 'correct_prob_per_token': 0.01364249216127036, 'correct_prob_per_char': 0.2166989433271424, 'margin': 0.00027540940765470416, 'margin_per_token': -0.0014699305333351306, 'margin_per_char': -0.03520997479456634, 'total_prob': 0.004919044039026098, 'total_prob_per_token': 0.04168582090675219, 'total_prob_per_char': 0.8414852396334831, 'uncond_correct_prob': 8.009239262353536e-05, 'uncond_correct_prob_per_token': 0.005768719313008267, 'uncond_correct_prob_per_char': 0.17648273713646623, 'uncond_total_prob': 0.00033647368104819066, 'norm_correct_prob': 0.25024864777954436, 'norm_correct_prob_per_token': 0.3134128870525805, 'norm_correct_prob_per_char': 0.26469025206926095, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 12,500 | small aux 2 | 5xC | 819,200,000 | 48,662,603,366,400,000 | {'predicted_index_raw': 1.08, 'predicted_index_per_token': 1.75, 'predicted_index_per_char': 1.78, 'predicted_index_per_byte': 1.78, 'predicted_index_uncond': 1.67, 'correct_choice': 1.66, 'acc_raw': 0.25, 'acc_per_token': 0.27, 'acc_per_char': 0.22, 'acc_per_byte': 0.22, 'acc_uncond': 0.21, 'no_answer': 0.0, 'sum_logits_corr': -35.36846699237824, 'logits_per_token_corr': -5.662615969396424, 'logits_per_char_corr': -1.813029771358783, 'bits_per_byte_corr': 2.6081011484406873, 'correct_prob': 0.0013341378205908383, 'correct_prob_per_token': 0.014952751790839816, 'correct_prob_per_char': 0.22522415938121582, 'margin': -0.0016717339328686034, 'margin_per_token': -0.002246905707365425, 'margin_per_char': -0.044686414304978224, 'total_prob': 0.006261737093202434, 'total_prob_per_token': 0.04616518100254589, 'total_prob_per_char': 0.8866049502360208, 'uncond_correct_prob': 0.00035712031519974705, 'uncond_correct_prob_per_token': 0.005969034759929183, 'uncond_correct_prob_per_char': 0.1814296340231027, 'uncond_total_prob': 0.0011686581283797438, 'norm_correct_prob': 0.24878713554143925, 'norm_correct_prob_per_token': 0.2838500093088262, 'norm_correct_prob_per_char': 0.25456931330462584, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_computer_science | 12,500 | small aux 3 | 5xC | 819,200,000 | 48,662,603,366,400,000 | {'predicted_index_raw': 0.88, 'predicted_index_per_token': 1.46, 'predicted_index_per_char': 1.69, 'predicted_index_per_byte': 1.69, 'predicted_index_uncond': 1.62, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.26, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -36.114598722457885, 'logits_per_token_corr': -5.829010412206397, 'logits_per_char_corr': -1.8679579878299206, 'bits_per_byte_corr': 2.6877212265236547, 'correct_prob': 0.001315528277984749, 'correct_prob_per_token': 0.011263661893316916, 'correct_prob_per_char': 0.21280356204406478, 'margin': -0.0004119005055855738, 'margin_per_token': -0.0036881056730585808, 'margin_per_char': -0.04656679870466208, 'total_prob': 0.004392159174778856, 'total_prob_per_token': 0.039146580492765766, 'total_prob_per_char': 0.8560574003590914, 'uncond_correct_prob': 7.76527682719021e-05, 'uncond_correct_prob_per_token': 0.00619432881788368, 'uncond_correct_prob_per_char': 0.1809393845356963, 'uncond_total_prob': 0.0002776010278317327, 'norm_correct_prob': 0.24529652063446242, 'norm_correct_prob_per_token': 0.2753806621017956, 'norm_correct_prob_per_char': 0.24765001639279025, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 12,500 | default | 5xC | 819,200,000 | 48,662,603,366,400,000 | {'predicted_index_raw': 1.26, 'predicted_index_per_token': 1.75, 'predicted_index_per_char': 1.88, 'predicted_index_per_byte': 1.88, 'predicted_index_uncond': 1.83, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.31, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -36.56455273389816, 'logits_per_token_corr': -6.04633135630063, 'logits_per_char_corr': -1.9132073123315683, 'bits_per_byte_corr': 2.7524735018739634, 'correct_prob': 0.002511443615375884, 'correct_prob_per_token': 0.013738929690565364, 'correct_prob_per_char': 0.21048210090850492, 'margin': -0.0003677046738680249, 'margin_per_token': -0.0023112922167851124, 'margin_per_char': -0.03584369851537833, 'total_prob': 0.007364865736102415, 'total_prob_per_token': 0.04313651613267548, 'total_prob_per_char': 0.8159738564316009, 'uncond_correct_prob': 4.296919702269426e-05, 'uncond_correct_prob_per_token': 0.005210837219141683, 'uncond_correct_prob_per_char': 0.17329173695491915, 'uncond_total_prob': 0.00019998022836107348, 'norm_correct_prob': 0.2643618533475312, 'norm_correct_prob_per_token': 0.3116947437554847, 'norm_correct_prob_per_char': 0.2633007739638197, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 13,750 | small aux 2 | 5xC | 901,120,000 | 53,528,863,703,040,000 | {'predicted_index_raw': 0.98, 'predicted_index_per_token': 1.69, 'predicted_index_per_char': 1.84, 'predicted_index_per_byte': 1.82, 'predicted_index_uncond': 1.72, 'correct_choice': 1.66, 'acc_raw': 0.22, 'acc_per_token': 0.25, 'acc_per_char': 0.21, 'acc_per_byte': 0.21, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -34.67650902271271, 'logits_per_token_corr': -5.542811195113794, 'logits_per_char_corr': -1.7837691426971292, 'bits_per_byte_corr': 2.5659541850781933, 'correct_prob': 0.0007253283997470841, 'correct_prob_per_token': 0.015293046382140687, 'correct_prob_per_char': 0.2312362273068523, 'margin': -0.0010165988982791493, 'margin_per_token': -0.0011189494152349989, 'margin_per_char': -0.04360713309965106, 'total_prob': 0.0033860470815470617, 'total_prob_per_token': 0.045485372702474394, 'total_prob_per_char': 0.9088812190465777, 'uncond_correct_prob': 0.00026998170826387314, 'uncond_correct_prob_per_token': 0.00620239586722909, 'uncond_correct_prob_per_char': 0.18660541173455425, 'uncond_total_prob': 0.0008783794252223156, 'norm_correct_prob': 0.23989990094565633, 'norm_correct_prob_per_token': 0.28313295134514826, 'norm_correct_prob_per_char': 0.253294451024329, 'primary_metric': 0.22} |
10M | DCLM-Baseline | mmlu_college_computer_science | 13,750 | small aux 3 | 5xC | 901,120,000 | 53,528,863,703,040,000 | {'predicted_index_raw': 0.9, 'predicted_index_per_token': 1.45, 'predicted_index_per_char': 1.64, 'predicted_index_per_byte': 1.64, 'predicted_index_uncond': 1.68, 'correct_choice': 1.66, 'acc_raw': 0.25, 'acc_per_token': 0.24, 'acc_per_char': 0.23, 'acc_per_byte': 0.23, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -35.73747522354126, 'logits_per_token_corr': -5.7662064467934275, 'logits_per_char_corr': -1.847672145038734, 'bits_per_byte_corr': 2.658338621999693, 'correct_prob': 0.0012487771546971194, 'correct_prob_per_token': 0.012200880468906472, 'correct_prob_per_char': 0.21618113098329797, 'margin': -0.000503975770856933, 'margin_per_token': -0.003183406433983213, 'margin_per_char': -0.0431041218619983, 'total_prob': 0.004365884360039458, 'total_prob_per_token': 0.041132788703408, 'total_prob_per_char': 0.864537465022407, 'uncond_correct_prob': 8.635200327834324e-05, 'uncond_correct_prob_per_token': 0.0064874881424969826, 'uncond_correct_prob_per_char': 0.18286053613208877, 'uncond_total_prob': 0.0003094536127438562, 'norm_correct_prob': 0.24394337150589646, 'norm_correct_prob_per_token': 0.2741695731569609, 'norm_correct_prob_per_char': 0.24861291208237873, 'primary_metric': 0.25} |
10M | DCLM-Baseline | mmlu_college_computer_science | 13,750 | default | 5xC | 901,120,000 | 53,528,863,703,040,000 | {'predicted_index_raw': 1.16, 'predicted_index_per_token': 1.68, 'predicted_index_per_char': 1.85, 'predicted_index_per_byte': 1.83, 'predicted_index_uncond': 1.8, 'correct_choice': 1.66, 'acc_raw': 0.23, 'acc_per_token': 0.32, 'acc_per_char': 0.27, 'acc_per_byte': 0.27, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -35.82056589603424, 'logits_per_token_corr': -5.945743496132604, 'logits_per_char_corr': -1.8874464576703947, 'bits_per_byte_corr': 2.715743515996395, 'correct_prob': 0.0012790089836035943, 'correct_prob_per_token': 0.013244187828035056, 'correct_prob_per_char': 0.21405282245608312, 'margin': -0.00010208803825892218, 'margin_per_token': -0.0022888763338905728, 'margin_per_char': -0.03557995379761798, 'total_prob': 0.0036219335580837697, 'total_prob_per_token': 0.04249854348798752, 'total_prob_per_char': 0.8308354417454673, 'uncond_correct_prob': 4.798869405805685e-05, 'uncond_correct_prob_per_token': 0.005576322566116919, 'uncond_correct_prob_per_char': 0.17800561291759393, 'uncond_total_prob': 0.00020307053664971646, 'norm_correct_prob': 0.2523371550851682, 'norm_correct_prob_per_token': 0.31285466049046134, 'norm_correct_prob_per_char': 0.2630889491134565, 'primary_metric': 0.23} |
10M | DCLM-Baseline | mmlu_college_computer_science | 15,000 | small aux 2 | 5xC | 983,040,000 | 58,395,124,039,680,000 | {'predicted_index_raw': 1.05, 'predicted_index_per_token': 1.66, 'predicted_index_per_char': 1.79, 'predicted_index_per_byte': 1.77, 'predicted_index_uncond': 1.77, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.26, 'acc_per_char': 0.22, 'acc_per_byte': 0.22, 'acc_uncond': 0.19, 'no_answer': 0.0, 'sum_logits_corr': -34.911273107528686, 'logits_per_token_corr': -5.611077376699158, 'logits_per_char_corr': -1.8120823719576264, 'bits_per_byte_corr': 2.6070446689577658, 'correct_prob': 0.000590991806840021, 'correct_prob_per_token': 0.014561304101904891, 'correct_prob_per_char': 0.22767641623756404, 'margin': -0.0007989289591448001, 'margin_per_token': -0.0010640385509716591, 'margin_per_char': -0.04328582990657967, 'total_prob': 0.0026505831982974156, 'total_prob_per_token': 0.04314216786651988, 'total_prob_per_char': 0.8942459749511624, 'uncond_correct_prob': 0.0004892447464332141, 'uncond_correct_prob_per_token': 0.006319654111445715, 'uncond_correct_prob_per_char': 0.18360037270731155, 'uncond_total_prob': 0.0015378327112419404, 'norm_correct_prob': 0.24333376270716933, 'norm_correct_prob_per_token': 0.28384133051166033, 'norm_correct_prob_per_char': 0.25356162293643625, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_computer_science | 15,000 | small aux 3 | 5xC | 983,040,000 | 58,395,124,039,680,000 | {'predicted_index_raw': 0.9, 'predicted_index_per_token': 1.45, 'predicted_index_per_char': 1.69, 'predicted_index_per_byte': 1.69, 'predicted_index_uncond': 1.66, 'correct_choice': 1.66, 'acc_raw': 0.26, 'acc_per_token': 0.25, 'acc_per_char': 0.22, 'acc_per_byte': 0.22, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -35.69101075649262, 'logits_per_token_corr': -5.773346537958727, 'logits_per_char_corr': -1.8443551707923438, 'bits_per_byte_corr': 2.6536833249238834, 'correct_prob': 0.0014347918313129845, 'correct_prob_per_token': 0.013017095547455277, 'correct_prob_per_char': 0.2168476495884927, 'margin': -0.0003919709140870334, 'margin_per_token': -0.002729921647372341, 'margin_per_char': -0.04359369610537031, 'total_prob': 0.004746548043268477, 'total_prob_per_token': 0.04252292135759534, 'total_prob_per_char': 0.8663757755172052, 'uncond_correct_prob': 9.015378705473077e-05, 'uncond_correct_prob_per_token': 0.006513739427451693, 'uncond_correct_prob_per_char': 0.1833706556588049, 'uncond_total_prob': 0.0003358716732923331, 'norm_correct_prob': 0.25075533239880654, 'norm_correct_prob_per_token': 0.2747823871992847, 'norm_correct_prob_per_char': 0.24948072205148747, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_computer_science | 15,000 | default | 5xC | 983,040,000 | 58,395,124,039,680,000 | {'predicted_index_raw': 1.16, 'predicted_index_per_token': 1.69, 'predicted_index_per_char': 1.84, 'predicted_index_per_byte': 1.82, 'predicted_index_uncond': 1.79, 'correct_choice': 1.66, 'acc_raw': 0.27, 'acc_per_token': 0.31, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -36.05603206396103, 'logits_per_token_corr': -5.990524338299051, 'logits_per_char_corr': -1.906157728568788, 'bits_per_byte_corr': 2.7426575536687015, 'correct_prob': 0.00195412152865921, 'correct_prob_per_token': 0.01343516795659554, 'correct_prob_per_char': 0.21306484457666852, 'margin': 0.00030330597033298917, 'margin_per_token': -0.0020747274523025615, 'margin_per_char': -0.03468694409654082, 'total_prob': 0.004569243923572803, 'total_prob_per_token': 0.04225076422814846, 'total_prob_per_char': 0.8242515560579151, 'uncond_correct_prob': 4.744815803686498e-05, 'uncond_correct_prob_per_token': 0.00552092857749669, 'uncond_correct_prob_per_char': 0.1776190901148838, 'uncond_total_prob': 0.00020174526318061557, 'norm_correct_prob': 0.2726519272112293, 'norm_correct_prob_per_token': 0.3136930509864842, 'norm_correct_prob_per_char': 0.26367503715519036, 'primary_metric': 0.27} |
10M | DCLM-Baseline | mmlu_college_computer_science | 15,117 | small aux 2 | 5xC | 990,707,712 | 58,850,606,007,189,500 | {'predicted_index_raw': 0.99, 'predicted_index_per_token': 1.69, 'predicted_index_per_char': 1.8, 'predicted_index_per_byte': 1.78, 'predicted_index_uncond': 1.74, 'correct_choice': 1.66, 'acc_raw': 0.22, 'acc_per_token': 0.27, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.19, 'no_answer': 0.0, 'sum_logits_corr': -34.97030139446259, 'logits_per_token_corr': -5.635366887522732, 'logits_per_char_corr': -1.8214151174606676, 'bits_per_byte_corr': 2.6205123213952772, 'correct_prob': 0.0005503462535865521, 'correct_prob_per_token': 0.014143676709863677, 'correct_prob_per_char': 0.22650853692962195, 'margin': -0.0007310567767362122, 'margin_per_token': -0.0012557399596086582, 'margin_per_char': -0.044169209128485626, 'total_prob': 0.0024423395857480195, 'total_prob_per_token': 0.04233712301540037, 'total_prob_per_char': 0.8909016471001903, 'uncond_correct_prob': 0.0005122682382484137, 'uncond_correct_prob_per_token': 0.0062790257080908565, 'uncond_correct_prob_per_char': 0.18335825355767696, 'uncond_total_prob': 0.0015997690014591232, 'norm_correct_prob': 0.24082742338031868, 'norm_correct_prob_per_token': 0.2826954735414245, 'norm_correct_prob_per_char': 0.25283673498886, 'primary_metric': 0.22} |
10M | DCLM-Baseline | mmlu_college_computer_science | 15,117 | small aux 3 | 5xC | 990,707,712 | 58,850,606,007,189,500 | {'predicted_index_raw': 0.9, 'predicted_index_per_token': 1.43, 'predicted_index_per_char': 1.67, 'predicted_index_per_byte': 1.67, 'predicted_index_uncond': 1.74, 'correct_choice': 1.66, 'acc_raw': 0.26, 'acc_per_token': 0.25, 'acc_per_char': 0.22, 'acc_per_byte': 0.22, 'acc_uncond': 0.21, 'no_answer': 0.0, 'sum_logits_corr': -35.55693033218384, 'logits_per_token_corr': -5.748287426944626, 'logits_per_char_corr': -1.83394324658709, 'bits_per_byte_corr': 2.638866639352819, 'correct_prob': 0.0014296656285748832, 'correct_prob_per_token': 0.01327254278381058, 'correct_prob_per_char': 0.2180820454064062, 'margin': -0.0005061777520644255, 'margin_per_token': -0.0030545662405181413, 'margin_per_char': -0.044859247405848235, 'total_prob': 0.004889856031860015, 'total_prob_per_token': 0.043723408910547275, 'total_prob_per_char': 0.8712717058698055, 'uncond_correct_prob': 9.492704702896245e-05, 'uncond_correct_prob_per_token': 0.006604138431624206, 'uncond_correct_prob_per_char': 0.18398132562572123, 'uncond_total_prob': 0.0003556829177747952, 'norm_correct_prob': 0.2510728348874584, 'norm_correct_prob_per_token': 0.2752924950725463, 'norm_correct_prob_per_char': 0.24988450252267325, 'primary_metric': 0.26} |
10M | DCLM-Baseline | mmlu_college_computer_science | 15,117 | default | 5xC | 990,707,712 | 58,850,606,007,189,500 | {'predicted_index_raw': 1.11, 'predicted_index_per_token': 1.66, 'predicted_index_per_char': 1.86, 'predicted_index_per_byte': 1.83, 'predicted_index_uncond': 1.82, 'correct_choice': 1.66, 'acc_raw': 0.24, 'acc_per_token': 0.3, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -35.97811299562454, 'logits_per_token_corr': -5.958331502837987, 'logits_per_char_corr': -1.896985607210644, 'bits_per_byte_corr': 2.729507764748307, 'correct_prob': 0.0018303828359407474, 'correct_prob_per_token': 0.013170288086633848, 'correct_prob_per_char': 0.21350187051475492, 'margin': 0.0002810975123356555, 'margin_per_token': -0.0021351453568405313, 'margin_per_char': -0.03509273213085858, 'total_prob': 0.0044086072769176955, 'total_prob_per_token': 0.04175670388954569, 'total_prob_per_char': 0.8273226442208441, 'uncond_correct_prob': 4.6616102745379325e-05, 'uncond_correct_prob_per_token': 0.00545857810413714, 'uncond_correct_prob_per_char': 0.1770811131610068, 'uncond_total_prob': 0.00019776577533715958, 'norm_correct_prob': 0.267267183576936, 'norm_correct_prob_per_token': 0.3125057114795153, 'norm_correct_prob_per_char': 0.26335350885096753, 'primary_metric': 0.24} |
10M | DCLM-Baseline | mmlu_college_mathematics | 0 | small aux 2 | 5xC | 0 | 0 | {'predicted_index_raw': 1.15, 'predicted_index_per_token': 1.44, 'predicted_index_per_char': 1.78, 'predicted_index_per_byte': 1.77, 'predicted_index_uncond': 1.5, 'correct_choice': 1.66, 'acc_raw': 0.19, 'acc_per_token': 0.29, 'acc_per_char': 0.2, 'acc_per_byte': 0.19, 'acc_uncond': 0.31, 'no_answer': 0.0, 'sum_logits_corr': -53.96213598251343, 'logits_per_token_corr': -10.83275449751201, 'logits_per_char_corr': -4.699289689838974, 'bits_per_byte_corr': 6.717349015466052, 'correct_prob': 6.009737409520622e-06, 'correct_prob_per_token': 2.003079903453401e-05, 'correct_prob_per_char': 0.035934067240203676, 'margin': -3.490830910655938e-06, 'margin_per_token': -2.3872926699756693e-06, 'margin_per_char': -0.018188364005064066, 'total_prob': 2.623785064176521e-05, 'total_prob_per_token': 8.07569869351495e-05, 'total_prob_per_char': 0.15124301732643686, 'uncond_correct_prob': 5.968553698963519e-06, 'uncond_correct_prob_per_token': 1.9511916671597976e-05, 'uncond_correct_prob_per_char': 0.03554362913367311, 'uncond_total_prob': 2.6790513293267315e-05, 'norm_correct_prob': 0.18492077452036987, 'norm_correct_prob_per_token': 0.24851190372360019, 'norm_correct_prob_per_char': 0.2275387033116511, 'primary_metric': 0.19} |
10M | DCLM-Baseline | mmlu_college_mathematics | 0 | small aux 3 | 5xC | 0 | 0 | {'predicted_index_raw': 1.19, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.73, 'predicted_index_per_byte': 1.72, 'predicted_index_uncond': 1.68, 'correct_choice': 1.66, 'acc_raw': 0.22, 'acc_per_token': 0.28, 'acc_per_char': 0.24, 'acc_per_byte': 0.23, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -53.91388411521912, 'logits_per_token_corr': -10.854627415367538, 'logits_per_char_corr': -4.711247870720209, 'bits_per_byte_corr': 6.73394456319878, 'correct_prob': 6.252053106117711e-06, 'correct_prob_per_token': 1.95288147411975e-05, 'correct_prob_per_char': 0.03574716318011715, 'margin': -2.696367831443036e-06, 'margin_per_token': -1.5171070268600996e-06, 'margin_per_char': -0.017837772995711675, 'total_prob': 2.4588281581991247e-05, 'total_prob_per_token': 7.622235934254284e-05, 'total_prob_per_char': 0.14897055448667645, 'uncond_correct_prob': 5.9995626507570416e-06, 'uncond_correct_prob_per_token': 1.9980291540957268e-05, 'uncond_correct_prob_per_char': 0.035660654172827405, 'uncond_total_prob': 2.6599938696826382e-05, 'norm_correct_prob': 0.1940584044913633, 'norm_correct_prob_per_token': 0.2558941411041653, 'norm_correct_prob_per_char': 0.23019435908342398, 'primary_metric': 0.22} |
10M | DCLM-Baseline | mmlu_college_mathematics | 0 | default | 5xC | 0 | 0 | {'predicted_index_raw': 1.1, 'predicted_index_per_token': 1.53, 'predicted_index_per_char': 1.67, 'predicted_index_per_byte': 1.66, 'predicted_index_uncond': 1.45, 'correct_choice': 1.66, 'acc_raw': 0.12, 'acc_per_token': 0.2, 'acc_per_char': 0.17, 'acc_per_byte': 0.16, 'acc_uncond': 0.23, 'no_answer': 0.0, 'sum_logits_corr': -53.94400528907776, 'logits_per_token_corr': -10.857393683341238, 'logits_per_char_corr': -4.703659430719507, 'bits_per_byte_corr': 6.724194741980575, 'correct_prob': 5.617514481031579e-06, 'correct_prob_per_token': 1.9511162333518196e-05, 'correct_prob_per_char': 0.03544678525194279, 'margin': -3.891256952976106e-06, 'margin_per_token': -3.2230152177602603e-06, 'margin_per_char': -0.018894241555075176, 'total_prob': 2.4904000277653345e-05, 'total_prob_per_token': 7.969115798314941e-05, 'total_prob_per_char': 0.1497967813868125, 'uncond_correct_prob': 6.140887602022293e-06, 'uncond_correct_prob_per_token': 2.056527908449457e-05, 'uncond_correct_prob_per_char': 0.036010630129388, 'uncond_total_prob': 2.4856116969701917e-05, 'norm_correct_prob': 0.17494972249316798, 'norm_correct_prob_per_token': 0.2454018758341163, 'norm_correct_prob_per_char': 0.22715628358076143, 'primary_metric': 0.12} |
10M | DCLM-Baseline | mmlu_college_mathematics | 2,500 | small aux 2 | 5xC | 163,840,000 | 9,732,520,673,280,000 | {'predicted_index_raw': 0.91, 'predicted_index_per_token': 1.41, 'predicted_index_per_char': 1.35, 'predicted_index_per_byte': 1.35, 'predicted_index_uncond': 1.47, 'correct_choice': 1.66, 'acc_raw': 0.18, 'acc_per_token': 0.23, 'acc_per_char': 0.15, 'acc_per_byte': 0.15, 'acc_uncond': 0.23, 'no_answer': 0.0, 'sum_logits_corr': -26.391487560272218, 'logits_per_token_corr': -6.054405414424808, 'logits_per_char_corr': -2.4667044039388313, 'bits_per_byte_corr': 3.518711437382475, 'correct_prob': 0.0009464906248022934, 'correct_prob_per_token': 0.007837000671101569, 'correct_prob_per_char': 0.12575453801990677, 'margin': -0.003906242665189059, 'margin_per_token': -0.008750172802063244, 'margin_per_char': -0.054030291084148196, 'total_prob': 0.007294336143821475, 'total_prob_per_token': 0.03599932908657321, 'total_prob_per_char': 0.5329697378471915, 'uncond_correct_prob': 9.795059376553183e-05, 'uncond_correct_prob_per_token': 0.003905952175840136, 'uncond_correct_prob_per_char': 0.09396694718832434, 'uncond_total_prob': 0.0006081374412255434, 'norm_correct_prob': 0.15534788269225155, 'norm_correct_prob_per_token': 0.23597439956048002, 'norm_correct_prob_per_char': 0.22502274683559026, 'primary_metric': 0.18} |
10M | DCLM-Baseline | mmlu_college_mathematics | 2,500 | small aux 3 | 5xC | 163,840,000 | 9,732,520,673,280,000 | {'predicted_index_raw': 0.9, 'predicted_index_per_token': 1.32, 'predicted_index_per_char': 1.28, 'predicted_index_per_byte': 1.26, 'predicted_index_uncond': 1.53, 'correct_choice': 1.66, 'acc_raw': 0.14, 'acc_per_token': 0.15, 'acc_per_char': 0.13, 'acc_per_byte': 0.12, 'acc_uncond': 0.22, 'no_answer': 0.0, 'sum_logits_corr': -25.422382531166075, 'logits_per_token_corr': -5.773689102416581, 'logits_per_char_corr': -2.2905790744072725, 'bits_per_byte_corr': 3.2645496849233977, 'correct_prob': 0.0022437202205377264, 'correct_prob_per_token': 0.01122448851529433, 'correct_prob_per_char': 0.13688123491296142, 'margin': -0.01144965184996423, 'margin_per_token': -0.017326298480517505, 'margin_per_char': -0.06867355685978524, 'total_prob': 0.020468362184717703, 'total_prob_per_token': 0.058311349305680285, 'total_prob_per_char': 0.5976148849838285, 'uncond_correct_prob': 0.00010404156162149278, 'uncond_correct_prob_per_token': 0.0036479227276058914, 'uncond_correct_prob_per_char': 0.0927192401223941, 'uncond_total_prob': 0.0005929567001249465, 'norm_correct_prob': 0.1552394995338855, 'norm_correct_prob_per_token': 0.2255480550552963, 'norm_correct_prob_per_char': 0.22304896470004013, 'primary_metric': 0.14} |
10M | DCLM-Baseline | mmlu_college_mathematics | 2,500 | default | 5xC | 163,840,000 | 9,732,520,673,280,000 | {'predicted_index_raw': 0.79, 'predicted_index_per_token': 1.31, 'predicted_index_per_char': 1.42, 'predicted_index_per_byte': 1.41, 'predicted_index_uncond': 1.51, 'correct_choice': 1.66, 'acc_raw': 0.17, 'acc_per_token': 0.26, 'acc_per_char': 0.18, 'acc_per_byte': 0.18, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -26.194953441619873, 'logits_per_token_corr': -6.239073820488257, 'logits_per_char_corr': -2.505244431133038, 'bits_per_byte_corr': 3.5768843441796814, 'correct_prob': 0.0006015583020006111, 'correct_prob_per_token': 0.008058801301720785, 'correct_prob_per_char': 0.12060216909192252, 'margin': -0.0015395365340983391, 'margin_per_token': -0.006249287179072135, 'margin_per_char': -0.03946696956072118, 'total_prob': 0.0035922265212120314, 'total_prob_per_token': 0.03385341935580332, 'total_prob_per_char': 0.49358332209371675, 'uncond_correct_prob': 0.00015015895555009988, 'uncond_correct_prob_per_token': 0.0038352415409002205, 'uncond_correct_prob_per_char': 0.09910532156216842, 'uncond_total_prob': 0.0008613245070488194, 'norm_correct_prob': 0.1741890345807014, 'norm_correct_prob_per_token': 0.2525456510277294, 'norm_correct_prob_per_char': 0.23326472393384268, 'primary_metric': 0.17} |
10M | DCLM-Baseline | mmlu_college_mathematics | 3,750 | small aux 2 | 5xC | 245,760,000 | 14,598,781,009,920,000 | {'predicted_index_raw': 0.9, 'predicted_index_per_token': 1.38, 'predicted_index_per_char': 1.38, 'predicted_index_per_byte': 1.4, 'predicted_index_uncond': 1.51, 'correct_choice': 1.66, 'acc_raw': 0.14, 'acc_per_token': 0.23, 'acc_per_char': 0.16, 'acc_per_byte': 0.15, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -26.01414321899414, 'logits_per_token_corr': -6.163327388355503, 'logits_per_char_corr': -2.425679703571424, 'bits_per_byte_corr': 3.4660794515552538, 'correct_prob': 0.0007535663125615367, 'correct_prob_per_token': 0.010185003542814266, 'correct_prob_per_char': 0.12275322615519396, 'margin': -0.006386264515509756, 'margin_per_token': -0.011363391664169425, 'margin_per_char': -0.05876123011695112, 'total_prob': 0.009242452596279918, 'total_prob_per_token': 0.04651222129712371, 'total_prob_per_char': 0.5320475802327514, 'uncond_correct_prob': 0.00012347241642496733, 'uncond_correct_prob_per_token': 0.004977644881542332, 'uncond_correct_prob_per_char': 0.09473565464633689, 'uncond_total_prob': 0.000980773695238781, 'norm_correct_prob': 0.147805527940721, 'norm_correct_prob_per_token': 0.22501523693581185, 'norm_correct_prob_per_char': 0.22239068755354882, 'primary_metric': 0.14} |
10M | DCLM-Baseline | mmlu_college_mathematics | 3,750 | small aux 3 | 5xC | 245,760,000 | 14,598,781,009,920,000 | {'predicted_index_raw': 0.89, 'predicted_index_per_token': 1.46, 'predicted_index_per_char': 1.39, 'predicted_index_per_byte': 1.37, 'predicted_index_uncond': 1.39, 'correct_choice': 1.66, 'acc_raw': 0.21, 'acc_per_token': 0.27, 'acc_per_char': 0.19, 'acc_per_byte': 0.18, 'acc_uncond': 0.23, 'no_answer': 0.0, 'sum_logits_corr': -25.353033945560455, 'logits_per_token_corr': -5.625028181460726, 'logits_per_char_corr': -2.208160904756413, 'bits_per_byte_corr': 3.1432593379459837, 'correct_prob': 0.006359499547798509, 'correct_prob_per_token': 0.01471999556656989, 'correct_prob_per_char': 0.1474669878841033, 'margin': -0.006324367811834344, 'margin_per_token': -0.009292804717231387, 'margin_per_char': -0.04824421723079233, 'total_prob': 0.025875138243050547, 'total_prob_per_token': 0.05741021287751837, 'total_prob_per_char': 0.5989141658984648, 'uncond_correct_prob': 0.00030741572427141385, 'uncond_correct_prob_per_token': 0.005082420859046791, 'uncond_correct_prob_per_char': 0.1040975728941557, 'uncond_total_prob': 0.0018401652116789744, 'norm_correct_prob': 0.18969569981633008, 'norm_correct_prob_per_token': 0.26612504688968125, 'norm_correct_prob_per_char': 0.24348677294026225, 'primary_metric': 0.21} |
10M | DCLM-Baseline | mmlu_college_mathematics | 3,750 | default | 5xC | 245,760,000 | 14,598,781,009,920,000 | {'predicted_index_raw': 0.84, 'predicted_index_per_token': 1.33, 'predicted_index_per_char': 1.35, 'predicted_index_per_byte': 1.35, 'predicted_index_uncond': 1.45, 'correct_choice': 1.66, 'acc_raw': 0.15, 'acc_per_token': 0.2, 'acc_per_char': 0.11, 'acc_per_byte': 0.11, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -25.703217420578003, 'logits_per_token_corr': -6.227201241648096, 'logits_per_char_corr': -2.4824112130169094, 'bits_per_byte_corr': 3.541289184104593, 'correct_prob': 0.0005319137580206387, 'correct_prob_per_token': 0.010022550139836408, 'correct_prob_per_char': 0.12180653205199503, 'margin': -0.002193270990827238, 'margin_per_token': -0.010272140446623558, 'margin_per_char': -0.049994828117069456, 'total_prob': 0.004214067492755062, 'total_prob_per_token': 0.044960198728353135, 'total_prob_per_char': 0.5181746246606086, 'uncond_correct_prob': 7.503573740695451e-05, 'uncond_correct_prob_per_token': 0.004104253612273918, 'uncond_correct_prob_per_char': 0.09105962908312665, 'uncond_total_prob': 0.0007001378835149398, 'norm_correct_prob': 0.15431619243391115, 'norm_correct_prob_per_token': 0.23357258259560915, 'norm_correct_prob_per_char': 0.22337316652289427, 'primary_metric': 0.15} |
10M | DCLM-Baseline | mmlu_college_mathematics | 5,000 | small aux 2 | 5xC | 327,680,000 | 19,465,041,346,560,000 | {'predicted_index_raw': 0.92, 'predicted_index_per_token': 1.51, 'predicted_index_per_char': 1.46, 'predicted_index_per_byte': 1.46, 'predicted_index_uncond': 1.33, 'correct_choice': 1.66, 'acc_raw': 0.14, 'acc_per_token': 0.21, 'acc_per_char': 0.17, 'acc_per_byte': 0.17, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -25.199092848300936, 'logits_per_token_corr': -5.749399554405909, 'logits_per_char_corr': -2.292258503741012, 'bits_per_byte_corr': 3.26697959995769, 'correct_prob': 0.0013829433614936022, 'correct_prob_per_token': 0.0110014172110879, 'correct_prob_per_char': 0.13635004084755914, 'margin': -0.006746791711085749, 'margin_per_token': -0.012439457367751268, 'margin_per_char': -0.056262829261448856, 'total_prob': 0.011474643127782506, 'total_prob_per_token': 0.0506353254440314, 'total_prob_per_char': 0.5774404489023491, 'uncond_correct_prob': 0.00019290530707398372, 'uncond_correct_prob_per_token': 0.005624747806693796, 'uncond_correct_prob_per_char': 0.10327302343595965, 'uncond_total_prob': 0.0013870256340636647, 'norm_correct_prob': 0.15657600460175203, 'norm_correct_prob_per_token': 0.23713713099049813, 'norm_correct_prob_per_char': 0.2257622102153667, 'primary_metric': 0.14} |
10M | DCLM-Baseline | mmlu_college_mathematics | 5,000 | small aux 3 | 5xC | 327,680,000 | 19,465,041,346,560,000 | {'predicted_index_raw': 0.85, 'predicted_index_per_token': 1.34, 'predicted_index_per_char': 1.55, 'predicted_index_per_byte': 1.53, 'predicted_index_uncond': 1.67, 'correct_choice': 1.66, 'acc_raw': 0.14, 'acc_per_token': 0.23, 'acc_per_char': 0.18, 'acc_per_byte': 0.17, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -25.277456133365632, 'logits_per_token_corr': -5.618238176878589, 'logits_per_char_corr': -2.1974391571434295, 'bits_per_byte_corr': 3.131547793266553, 'correct_prob': 0.003306987408952171, 'correct_prob_per_token': 0.013036200864774696, 'correct_prob_per_char': 0.14220789983335697, 'margin': -0.006600434277617108, 'margin_per_token': -0.008989061484721346, 'margin_per_char': -0.05011460183343645, 'total_prob': 0.01815098332881771, 'total_prob_per_token': 0.053953639245729594, 'total_prob_per_char': 0.5872905632724797, 'uncond_correct_prob': 0.00030545567159383626, 'uncond_correct_prob_per_token': 0.0053102174001921085, 'uncond_correct_prob_per_char': 0.10473501647226698, 'uncond_total_prob': 0.0020401099616074387, 'norm_correct_prob': 0.17810703796652075, 'norm_correct_prob_per_token': 0.26251646458440564, 'norm_correct_prob_per_char': 0.24059945351589115, 'primary_metric': 0.14} |
10M | DCLM-Baseline | mmlu_college_mathematics | 5,000 | default | 5xC | 327,680,000 | 19,465,041,346,560,000 | {'predicted_index_raw': 1.05, 'predicted_index_per_token': 1.72, 'predicted_index_per_char': 1.71, 'predicted_index_per_byte': 1.71, 'predicted_index_uncond': 1.54, 'correct_choice': 1.66, 'acc_raw': 0.15, 'acc_per_token': 0.2, 'acc_per_char': 0.17, 'acc_per_byte': 0.17, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -25.218999650478363, 'logits_per_token_corr': -5.733594995776933, 'logits_per_char_corr': -2.292500952663324, 'bits_per_byte_corr': 3.2684002482442684, 'correct_prob': 0.0016314388599121532, 'correct_prob_per_token': 0.010754638800754604, 'correct_prob_per_char': 0.13649738113917925, 'margin': -0.0036099035193052024, 'margin_per_token': -0.008867211756554015, 'margin_per_char': -0.054293657894833584, 'total_prob': 0.009794760919003003, 'total_prob_per_token': 0.047250950717223, 'total_prob_per_char': 0.5789694604736073, 'uncond_correct_prob': 0.00014952353416601238, 'uncond_correct_prob_per_token': 0.004835422789863586, 'uncond_correct_prob_per_char': 0.10064161108918147, 'uncond_total_prob': 0.001098913435889062, 'norm_correct_prob': 0.1462428660093487, 'norm_correct_prob_per_token': 0.2339024944453105, 'norm_correct_prob_per_char': 0.22749170767518323, 'primary_metric': 0.15} |
10M | DCLM-Baseline | mmlu_college_mathematics | 7,500 | small aux 2 | 5xC | 491,520,000 | 29,197,562,019,840,000 | {'predicted_index_raw': 1.0, 'predicted_index_per_token': 1.4, 'predicted_index_per_char': 1.48, 'predicted_index_per_byte': 1.44, 'predicted_index_uncond': 1.43, 'correct_choice': 1.66, 'acc_raw': 0.13, 'acc_per_token': 0.14, 'acc_per_char': 0.14, 'acc_per_byte': 0.13, 'acc_uncond': 0.22, 'no_answer': 0.0, 'sum_logits_corr': -25.041638681888582, 'logits_per_token_corr': -5.647662488853581, 'logits_per_char_corr': -2.239238168983652, 'bits_per_byte_corr': 3.1901691595426462, 'correct_prob': 0.00362363351351266, 'correct_prob_per_token': 0.012199468592936729, 'correct_prob_per_char': 0.1417268463970662, 'margin': -0.010119246480683885, 'margin_per_token': -0.013889347095328106, 'margin_per_char': -0.0654964442741778, 'total_prob': 0.023284360797046388, 'total_prob_per_token': 0.05848709539908166, 'total_prob_per_char': 0.6133882675357847, 'uncond_correct_prob': 0.0002707466345958005, 'uncond_correct_prob_per_token': 0.004810081315376946, 'uncond_correct_prob_per_char': 0.10025997516501535, 'uncond_total_prob': 0.0014108740473913728, 'norm_correct_prob': 0.1520661251782297, 'norm_correct_prob_per_token': 0.22107606568886903, 'norm_correct_prob_per_char': 0.22242353083563132, 'primary_metric': 0.13} |
10M | DCLM-Baseline | mmlu_college_mathematics | 7,500 | small aux 3 | 5xC | 491,520,000 | 29,197,562,019,840,000 | {'predicted_index_raw': 0.97, 'predicted_index_per_token': 1.55, 'predicted_index_per_char': 1.39, 'predicted_index_per_byte': 1.39, 'predicted_index_uncond': 1.52, 'correct_choice': 1.66, 'acc_raw': 0.19, 'acc_per_token': 0.25, 'acc_per_char': 0.17, 'acc_per_byte': 0.17, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -25.07998142719269, 'logits_per_token_corr': -5.563319430777626, 'logits_per_char_corr': -2.198729075423122, 'bits_per_byte_corr': 3.1304095628439024, 'correct_prob': 0.003845479798090137, 'correct_prob_per_token': 0.012384886350624558, 'correct_prob_per_char': 0.14304924882573888, 'margin': -0.006198482843385053, 'margin_per_token': -0.012552266958527538, 'margin_per_char': -0.0525885042448085, 'total_prob': 0.018860781172893647, 'total_prob_per_token': 0.057481347898276684, 'total_prob_per_char': 0.6010901733606269, 'uncond_correct_prob': 0.00024249565218972862, 'uncond_correct_prob_per_token': 0.005003836465398517, 'uncond_correct_prob_per_char': 0.10207433801219207, 'uncond_total_prob': 0.0013809875513663414, 'norm_correct_prob': 0.18170606249214355, 'norm_correct_prob_per_token': 0.25182840322647854, 'norm_correct_prob_per_char': 0.2347417923799765, 'primary_metric': 0.19} |
10M | DCLM-Baseline | mmlu_college_mathematics | 7,500 | default | 5xC | 491,520,000 | 29,197,562,019,840,000 | {'predicted_index_raw': 0.96, 'predicted_index_per_token': 1.48, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.52, 'predicted_index_uncond': 1.46, 'correct_choice': 1.66, 'acc_raw': 0.18, 'acc_per_token': 0.22, 'acc_per_char': 0.16, 'acc_per_byte': 0.15, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -25.699351716041566, 'logits_per_token_corr': -6.113701261103973, 'logits_per_char_corr': -2.4216425394117773, 'bits_per_byte_corr': 3.4572127708971316, 'correct_prob': 0.0014211263939177005, 'correct_prob_per_token': 0.01078904420361138, 'correct_prob_per_char': 0.12612929042019996, 'margin': -0.0039122816583878044, 'margin_per_token': -0.010556505358896781, 'margin_per_char': -0.05246602156427719, 'total_prob': 0.009029269663781444, 'total_prob_per_token': 0.04774132500178693, 'total_prob_per_char': 0.5341157196341859, 'uncond_correct_prob': 0.000157500717462803, 'uncond_correct_prob_per_token': 0.005013986515954348, 'uncond_correct_prob_per_char': 0.09662688978288296, 'uncond_total_prob': 0.0009438893909845961, 'norm_correct_prob': 0.15877357844304532, 'norm_correct_prob_per_token': 0.2388824575408644, 'norm_correct_prob_per_char': 0.22758789481209096, 'primary_metric': 0.18} |
10M | DCLM-Baseline | mmlu_college_mathematics | 8,750 | small aux 2 | 5xC | 573,440,000 | 34,063,822,356,480,000 | {'predicted_index_raw': 1.04, 'predicted_index_per_token': 1.41, 'predicted_index_per_char': 1.63, 'predicted_index_per_byte': 1.6, 'predicted_index_uncond': 1.4, 'correct_choice': 1.66, 'acc_raw': 0.15, 'acc_per_token': 0.18, 'acc_per_char': 0.11, 'acc_per_byte': 0.1, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -24.84296012878418, 'logits_per_token_corr': -5.612876659306002, 'logits_per_char_corr': -2.2278079761497653, 'bits_per_byte_corr': 3.1759481348331464, 'correct_prob': 0.0023643506938951357, 'correct_prob_per_token': 0.012488214408814114, 'correct_prob_per_char': 0.14474456952510323, 'margin': -0.008307525449345819, 'margin_per_token': -0.01693722263044462, 'margin_per_char': -0.06246585183785091, 'total_prob': 0.017387361103656504, 'total_prob_per_token': 0.06401674766780123, 'total_prob_per_char': 0.626885524617754, 'uncond_correct_prob': 0.000981849967744165, 'uncond_correct_prob_per_token': 0.006711352629095827, 'uncond_correct_prob_per_char': 0.11369222684734626, 'uncond_total_prob': 0.00500609528643356, 'norm_correct_prob': 0.16212484986163997, 'norm_correct_prob_per_token': 0.2339676471436798, 'norm_correct_prob_per_char': 0.2258111405130165, 'primary_metric': 0.15} |
10M | DCLM-Baseline | mmlu_college_mathematics | 8,750 | small aux 3 | 5xC | 573,440,000 | 34,063,822,356,480,000 | {'predicted_index_raw': 0.88, 'predicted_index_per_token': 1.29, 'predicted_index_per_char': 1.28, 'predicted_index_per_byte': 1.28, 'predicted_index_uncond': 1.56, 'correct_choice': 1.66, 'acc_raw': 0.16, 'acc_per_token': 0.21, 'acc_per_char': 0.16, 'acc_per_byte': 0.16, 'acc_uncond': 0.22, 'no_answer': 0.0, 'sum_logits_corr': -24.233276720046998, 'logits_per_token_corr': -5.5578461398458, 'logits_per_char_corr': -2.176412719190272, 'bits_per_byte_corr': 3.10206314155107, 'correct_prob': 0.0035011295795758218, 'correct_prob_per_token': 0.013660918981387311, 'correct_prob_per_char': 0.14772758732746277, 'margin': -0.007384684071374468, 'margin_per_token': -0.013093902485131736, 'margin_per_char': -0.06167482262346586, 'total_prob': 0.018788115819197582, 'total_prob_per_token': 0.061091711155356096, 'total_prob_per_char': 0.6269704594510708, 'uncond_correct_prob': 0.00037979867849551263, 'uncond_correct_prob_per_token': 0.006278934760860401, 'uncond_correct_prob_per_char': 0.11008613354360851, 'uncond_total_prob': 0.0025059444355227806, 'norm_correct_prob': 0.1567628417945256, 'norm_correct_prob_per_token': 0.2384315447735953, 'norm_correct_prob_per_char': 0.23281468974903644, 'primary_metric': 0.16} |
10M | DCLM-Baseline | mmlu_college_mathematics | 8,750 | default | 5xC | 573,440,000 | 34,063,822,356,480,000 | {'predicted_index_raw': 0.9, 'predicted_index_per_token': 1.48, 'predicted_index_per_char': 1.48, 'predicted_index_per_byte': 1.48, 'predicted_index_uncond': 1.37, 'correct_choice': 1.66, 'acc_raw': 0.14, 'acc_per_token': 0.23, 'acc_per_char': 0.18, 'acc_per_byte': 0.18, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -25.55736688733101, 'logits_per_token_corr': -5.709449444269661, 'logits_per_char_corr': -2.2085815628638463, 'bits_per_byte_corr': 3.1443274770051697, 'correct_prob': 0.011724386829065186, 'correct_prob_per_token': 0.020996274013783598, 'correct_prob_per_char': 0.152731534339839, 'margin': -0.028251921225764656, 'margin_per_token': -0.033875061101172825, 'margin_per_char': -0.08491889533582965, 'total_prob': 0.06760692322371317, 'total_prob_per_token': 0.10691099699960471, 'total_prob_per_char': 0.6640548702016913, 'uncond_correct_prob': 6.860572639885145e-05, 'uncond_correct_prob_per_token': 0.0037749226738527457, 'uncond_correct_prob_per_char': 0.09198327374484469, 'uncond_total_prob': 0.0005529489770204428, 'norm_correct_prob': 0.15938129499479944, 'norm_correct_prob_per_token': 0.23716727561226036, 'norm_correct_prob_per_char': 0.22437049352220872, 'primary_metric': 0.14} |
10M | DCLM-Baseline | mmlu_college_mathematics | 10,000 | small aux 2 | 5xC | 655,360,000 | 38,930,082,693,120,000 | {'predicted_index_raw': 0.91, 'predicted_index_per_token': 1.39, 'predicted_index_per_char': 1.49, 'predicted_index_per_byte': 1.47, 'predicted_index_uncond': 1.57, 'correct_choice': 1.66, 'acc_raw': 0.15, 'acc_per_token': 0.21, 'acc_per_char': 0.19, 'acc_per_byte': 0.18, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -23.826962647438048, 'logits_per_token_corr': -5.582565786433914, 'logits_per_char_corr': -2.2089269371347626, 'bits_per_byte_corr': 3.1449508255941425, 'correct_prob': 0.0018192700686299507, 'correct_prob_per_token': 0.01411086179057294, 'correct_prob_per_char': 0.14848585273617973, 'margin': -0.008875459636914695, 'margin_per_token': -0.014514428991386217, 'margin_per_char': -0.057758984737843445, 'total_prob': 0.015692908595199187, 'total_prob_per_token': 0.06501322382467271, 'total_prob_per_char': 0.6310347881096984, 'uncond_correct_prob': 0.0007990739334455111, 'uncond_correct_prob_per_token': 0.006815832547685832, 'uncond_correct_prob_per_char': 0.11356320690686195, 'uncond_total_prob': 0.00424062100233712, 'norm_correct_prob': 0.15465340008614384, 'norm_correct_prob_per_token': 0.23617565806023863, 'norm_correct_prob_per_char': 0.22412008884511017, 'primary_metric': 0.15} |
10M | DCLM-Baseline | mmlu_college_mathematics | 10,000 | small aux 3 | 5xC | 655,360,000 | 38,930,082,693,120,000 | {'predicted_index_raw': 0.91, 'predicted_index_per_token': 1.3, 'predicted_index_per_char': 1.2, 'predicted_index_per_byte': 1.2, 'predicted_index_uncond': 1.37, 'correct_choice': 1.66, 'acc_raw': 0.18, 'acc_per_token': 0.19, 'acc_per_char': 0.14, 'acc_per_byte': 0.14, 'acc_uncond': 0.21, 'no_answer': 0.0, 'sum_logits_corr': -24.352508747577666, 'logits_per_token_corr': -5.546405890620858, 'logits_per_char_corr': -2.1815803819247916, 'bits_per_byte_corr': 3.1086795555842768, 'correct_prob': 0.004729675026582207, 'correct_prob_per_token': 0.015516731877250277, 'correct_prob_per_char': 0.1512471783361735, 'margin': -0.010228258014974827, 'margin_per_token': -0.01679387373444657, 'margin_per_char': -0.06538582359145015, 'total_prob': 0.025697379869586135, 'total_prob_per_token': 0.07105505653451868, 'total_prob_per_char': 0.6441235000966157, 'uncond_correct_prob': 0.0002644550136668617, 'uncond_correct_prob_per_token': 0.005263718533671192, 'uncond_correct_prob_per_char': 0.10459351368035617, 'uncond_total_prob': 0.0017338669942245277, 'norm_correct_prob': 0.17051049137518975, 'norm_correct_prob_per_token': 0.23622501748730637, 'norm_correct_prob_per_char': 0.22952218196117524, 'primary_metric': 0.18} |
10M | DCLM-Baseline | mmlu_college_mathematics | 10,000 | default | 5xC | 655,360,000 | 38,930,082,693,120,000 | {'predicted_index_raw': 1.03, 'predicted_index_per_token': 1.65, 'predicted_index_per_char': 1.66, 'predicted_index_per_byte': 1.64, 'predicted_index_uncond': 1.83, 'correct_choice': 1.66, 'acc_raw': 0.13, 'acc_per_token': 0.2, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -25.33516441822052, 'logits_per_token_corr': -5.918133586641055, 'logits_per_char_corr': -2.3480668694708333, 'bits_per_byte_corr': 3.3496096988597754, 'correct_prob': 0.0023630489586868716, 'correct_prob_per_token': 0.011375474174521536, 'correct_prob_per_char': 0.1345470642937752, 'margin': -0.006419193930040915, 'margin_per_token': -0.011067259153684313, 'margin_per_char': -0.05743094802062678, 'total_prob': 0.0146022275439592, 'total_prob_per_token': 0.050829279508983125, 'total_prob_per_char': 0.5655281427447507, 'uncond_correct_prob': 0.0001820646706624678, 'uncond_correct_prob_per_token': 0.004936077778821908, 'uncond_correct_prob_per_char': 0.0943718195555415, 'uncond_total_prob': 0.0016112454362666975, 'norm_correct_prob': 0.14599765894718142, 'norm_correct_prob_per_token': 0.24403209847938423, 'norm_correct_prob_per_char': 0.22903494524064286, 'primary_metric': 0.13} |
10M | DCLM-Baseline | mmlu_college_mathematics | 11,250 | small aux 2 | 5xC | 737,280,000 | 43,796,343,029,760,000 | {'predicted_index_raw': 0.9, 'predicted_index_per_token': 1.45, 'predicted_index_per_char': 1.56, 'predicted_index_per_byte': 1.56, 'predicted_index_uncond': 1.54, 'correct_choice': 1.66, 'acc_raw': 0.15, 'acc_per_token': 0.21, 'acc_per_char': 0.16, 'acc_per_byte': 0.16, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -23.928281044960023, 'logits_per_token_corr': -5.6136937093630275, 'logits_per_char_corr': -2.2433180805475814, 'bits_per_byte_corr': 3.193972228664488, 'correct_prob': 0.001410064649084668, 'correct_prob_per_token': 0.012334007331747616, 'correct_prob_per_char': 0.1441714708690398, 'margin': -0.008189937837816002, 'margin_per_token': -0.01412605629922128, 'margin_per_char': -0.057059243208006344, 'total_prob': 0.013525335003791666, 'total_prob_per_token': 0.058162560066047864, 'total_prob_per_char': 0.6114762651126749, 'uncond_correct_prob': 0.004419820838282937, 'uncond_correct_prob_per_token': 0.01050071429892823, 'uncond_correct_prob_per_char': 0.12926587948365223, 'uncond_total_prob': 0.021027537785746144, 'norm_correct_prob': 0.15578081185852038, 'norm_correct_prob_per_token': 0.2373241154710682, 'norm_correct_prob_per_char': 0.22710586431588958, 'primary_metric': 0.15} |
10M | DCLM-Baseline | mmlu_college_mathematics | 11,250 | small aux 3 | 5xC | 737,280,000 | 43,796,343,029,760,000 | {'predicted_index_raw': 0.84, 'predicted_index_per_token': 1.32, 'predicted_index_per_char': 1.41, 'predicted_index_per_byte': 1.41, 'predicted_index_uncond': 1.47, 'correct_choice': 1.66, 'acc_raw': 0.18, 'acc_per_token': 0.21, 'acc_per_char': 0.22, 'acc_per_byte': 0.22, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -23.97316816329956, 'logits_per_token_corr': -5.490811250626617, 'logits_per_char_corr': -2.1800748108283945, 'bits_per_byte_corr': 3.1030437841551715, 'correct_prob': 0.0035621393168897048, 'correct_prob_per_token': 0.014440940786309798, 'correct_prob_per_char': 0.15141969481775314, 'margin': -0.008180931242539302, 'margin_per_token': -0.013546828511666317, 'margin_per_char': -0.05661228207767183, 'total_prob': 0.020439448334893195, 'total_prob_per_token': 0.0653254366922652, 'total_prob_per_char': 0.6395728106727464, 'uncond_correct_prob': 0.00027052679965510607, 'uncond_correct_prob_per_token': 0.00604244058091331, 'uncond_correct_prob_per_char': 0.10824101874571512, 'uncond_total_prob': 0.0016277279006383272, 'norm_correct_prob': 0.17001617848389117, 'norm_correct_prob_per_token': 0.2432318243579205, 'norm_correct_prob_per_char': 0.23207275802716787, 'primary_metric': 0.18} |
10M | DCLM-Baseline | mmlu_college_mathematics | 11,250 | default | 5xC | 737,280,000 | 43,796,343,029,760,000 | {'predicted_index_raw': 1.09, 'predicted_index_per_token': 1.62, 'predicted_index_per_char': 1.53, 'predicted_index_per_byte': 1.53, 'predicted_index_uncond': 1.39, 'correct_choice': 1.66, 'acc_raw': 0.14, 'acc_per_token': 0.22, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -24.53311064004898, 'logits_per_token_corr': -5.5427043931891475, 'logits_per_char_corr': -2.1606243284137943, 'bits_per_byte_corr': 3.079215366304405, 'correct_prob': 0.006624682076180779, 'correct_prob_per_token': 0.017341040928552886, 'correct_prob_per_char': 0.15316539767491766, 'margin': -0.011997584387496353, 'margin_per_token': -0.018718710769990547, 'margin_per_char': -0.06760633115290819, 'total_prob': 0.03449219178247803, 'total_prob_per_token': 0.08148206050248911, 'total_prob_per_char': 0.657127462828075, 'uncond_correct_prob': 0.00033798948635915956, 'uncond_correct_prob_per_token': 0.00545631859154582, 'uncond_correct_prob_per_char': 0.10090367286849412, 'uncond_total_prob': 0.0021443843041251145, 'norm_correct_prob': 0.15477893843841697, 'norm_correct_prob_per_token': 0.23971301877333648, 'norm_correct_prob_per_char': 0.2276378356338794, 'primary_metric': 0.14} |
10M | DCLM-Baseline | mmlu_college_mathematics | 12,500 | small aux 2 | 5xC | 819,200,000 | 48,662,603,366,400,000 | {'predicted_index_raw': 0.88, 'predicted_index_per_token': 1.36, 'predicted_index_per_char': 1.48, 'predicted_index_per_byte': 1.48, 'predicted_index_uncond': 1.59, 'correct_choice': 1.66, 'acc_raw': 0.17, 'acc_per_token': 0.2, 'acc_per_char': 0.15, 'acc_per_byte': 0.15, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -23.587228147983552, 'logits_per_token_corr': -5.366059824018237, 'logits_per_char_corr': -2.1057604530692755, 'bits_per_byte_corr': 3.0004251168501868, 'correct_prob': 0.002652737520400497, 'correct_prob_per_token': 0.01592784484337595, 'correct_prob_per_char': 0.15594809673929796, 'margin': -0.008480302717656488, 'margin_per_token': -0.01505122322356002, 'margin_per_char': -0.05893352300992346, 'total_prob': 0.018565323925952386, 'total_prob_per_token': 0.07190410436272508, 'total_prob_per_char': 0.660883291073185, 'uncond_correct_prob': 0.0013777854189822693, 'uncond_correct_prob_per_token': 0.007682669685756867, 'uncond_correct_prob_per_char': 0.11734354710723244, 'uncond_total_prob': 0.0073805365221091615, 'norm_correct_prob': 0.16235562513943297, 'norm_correct_prob_per_token': 0.23974355102213518, 'norm_correct_prob_per_char': 0.23050519991072846, 'primary_metric': 0.17} |
10M | DCLM-Baseline | mmlu_college_mathematics | 12,500 | small aux 3 | 5xC | 819,200,000 | 48,662,603,366,400,000 | {'predicted_index_raw': 0.93, 'predicted_index_per_token': 1.33, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.41, 'correct_choice': 1.66, 'acc_raw': 0.18, 'acc_per_token': 0.23, 'acc_per_char': 0.17, 'acc_per_byte': 0.17, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -24.06243618965149, 'logits_per_token_corr': -5.592533592013881, 'logits_per_char_corr': -2.199187636342632, 'bits_per_byte_corr': 3.1312145796973505, 'correct_prob': 0.0034300247568260674, 'correct_prob_per_token': 0.013975893952653971, 'correct_prob_per_char': 0.1464847952064504, 'margin': -0.005352176419134602, 'margin_per_token': -0.010925330979323623, 'margin_per_char': -0.052542848302101444, 'total_prob': 0.016758999069931786, 'total_prob_per_token': 0.06058031461507183, 'total_prob_per_char': 0.6171119039730866, 'uncond_correct_prob': 0.0002903560976428705, 'uncond_correct_prob_per_token': 0.006616387601249612, 'uncond_correct_prob_per_char': 0.10725761228650649, 'uncond_total_prob': 0.0018539282746757445, 'norm_correct_prob': 0.1700324789435448, 'norm_correct_prob_per_token': 0.24495253999922448, 'norm_correct_prob_per_char': 0.23180567037996638, 'primary_metric': 0.18} |
10M | DCLM-Baseline | mmlu_college_mathematics | 12,500 | default | 5xC | 819,200,000 | 48,662,603,366,400,000 | {'predicted_index_raw': 1.01, 'predicted_index_per_token': 1.61, 'predicted_index_per_char': 1.52, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.57, 'correct_choice': 1.66, 'acc_raw': 0.16, 'acc_per_token': 0.2, 'acc_per_char': 0.21, 'acc_per_byte': 0.2, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -24.36257065653801, 'logits_per_token_corr': -5.489235017277523, 'logits_per_char_corr': -2.1347414811009346, 'bits_per_byte_corr': 3.0387928420933124, 'correct_prob': 0.010192538832515355, 'correct_prob_per_token': 0.021313647664292095, 'correct_prob_per_char': 0.15948016707036486, 'margin': -0.015890575397639998, 'margin_per_token': -0.022114500555339315, 'margin_per_char': -0.06634366986242357, 'total_prob': 0.049117919283443244, 'total_prob_per_token': 0.09496906683141546, 'total_prob_per_char': 0.6629270653967012, 'uncond_correct_prob': 0.00018819202357469697, 'uncond_correct_prob_per_token': 0.004743988231047273, 'uncond_correct_prob_per_char': 0.0977216276795595, 'uncond_total_prob': 0.0014528915825441117, 'norm_correct_prob': 0.17119696284553684, 'norm_correct_prob_per_token': 0.25606804632800967, 'norm_correct_prob_per_char': 0.23436110096733387, 'primary_metric': 0.16} |
10M | DCLM-Baseline | mmlu_college_mathematics | 13,750 | small aux 2 | 5xC | 901,120,000 | 53,528,863,703,040,000 | {'predicted_index_raw': 0.87, 'predicted_index_per_token': 1.39, 'predicted_index_per_char': 1.51, 'predicted_index_per_byte': 1.48, 'predicted_index_uncond': 1.64, 'correct_choice': 1.66, 'acc_raw': 0.16, 'acc_per_token': 0.2, 'acc_per_char': 0.15, 'acc_per_byte': 0.14, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -23.35565228462219, 'logits_per_token_corr': -5.428645620536936, 'logits_per_char_corr': -2.137892484460064, 'bits_per_byte_corr': 3.0490506112040503, 'correct_prob': 0.0018107958640563335, 'correct_prob_per_token': 0.01519949857240688, 'correct_prob_per_char': 0.15305534633291137, 'margin': -0.007904176677972203, 'margin_per_token': -0.014610826128921686, 'margin_per_char': -0.06029728741557175, 'total_prob': 0.01502274621964629, 'total_prob_per_token': 0.06875974667475412, 'total_prob_per_char': 0.6519838244319023, 'uncond_correct_prob': 0.000964768398165315, 'uncond_correct_prob_per_token': 0.006995591792845195, 'uncond_correct_prob_per_char': 0.11535735890286286, 'uncond_total_prob': 0.0050951533511186696, 'norm_correct_prob': 0.15556712945679121, 'norm_correct_prob_per_token': 0.23352492564509628, 'norm_correct_prob_per_char': 0.2262441617986761, 'primary_metric': 0.16} |
10M | DCLM-Baseline | mmlu_college_mathematics | 13,750 | small aux 3 | 5xC | 901,120,000 | 53,528,863,703,040,000 | {'predicted_index_raw': 1.02, 'predicted_index_per_token': 1.49, 'predicted_index_per_char': 1.48, 'predicted_index_per_byte': 1.48, 'predicted_index_uncond': 1.51, 'correct_choice': 1.66, 'acc_raw': 0.15, 'acc_per_token': 0.19, 'acc_per_char': 0.19, 'acc_per_byte': 0.19, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -23.677378523349763, 'logits_per_token_corr': -5.48661844424164, 'logits_per_char_corr': -2.160109650159755, 'bits_per_byte_corr': 3.0781928111539374, 'correct_prob': 0.0032239733873808806, 'correct_prob_per_token': 0.015042686388095241, 'correct_prob_per_char': 0.1511911429903356, 'margin': -0.005871203387558458, 'margin_per_token': -0.011846660366723404, 'margin_per_char': -0.05712607591657473, 'total_prob': 0.016575929281363953, 'total_prob_per_token': 0.06479629831346398, 'total_prob_per_char': 0.6379152627231809, 'uncond_correct_prob': 0.0003001173659013489, 'uncond_correct_prob_per_token': 0.0070069296387018296, 'uncond_correct_prob_per_char': 0.10997304373220818, 'uncond_total_prob': 0.0020619418858900413, 'norm_correct_prob': 0.16451075128794948, 'norm_correct_prob_per_token': 0.2403819920594459, 'norm_correct_prob_per_char': 0.23249792418320933, 'primary_metric': 0.15} |
10M | DCLM-Baseline | mmlu_college_mathematics | 13,750 | default | 5xC | 901,120,000 | 53,528,863,703,040,000 | {'predicted_index_raw': 1.01, 'predicted_index_per_token': 1.62, 'predicted_index_per_char': 1.53, 'predicted_index_per_byte': 1.51, 'predicted_index_uncond': 1.56, 'correct_choice': 1.66, 'acc_raw': 0.14, 'acc_per_token': 0.17, 'acc_per_char': 0.18, 'acc_per_byte': 0.17, 'acc_uncond': 0.22, 'no_answer': 0.0, 'sum_logits_corr': -23.905928943157196, 'logits_per_token_corr': -5.503583721035938, 'logits_per_char_corr': -2.1479751763550974, 'bits_per_byte_corr': 3.0598867176292806, 'correct_prob': 0.006995106145002633, 'correct_prob_per_token': 0.019212005487141966, 'correct_prob_per_char': 0.15705719168822874, 'margin': -0.01556725677144071, 'margin_per_token': -0.02339233636510997, 'margin_per_char': -0.07058660603239537, 'total_prob': 0.03965715214787934, 'total_prob_per_token': 0.09144886301843275, 'total_prob_per_char': 0.6671575083607348, 'uncond_correct_prob': 0.00022137481536950665, 'uncond_correct_prob_per_token': 0.005333595580646015, 'uncond_correct_prob_per_char': 0.10124480215375228, 'uncond_total_prob': 0.0013667598936385492, 'norm_correct_prob': 0.15524582247060834, 'norm_correct_prob_per_token': 0.2431789228196775, 'norm_correct_prob_per_char': 0.22844156032379156, 'primary_metric': 0.14} |
10M | DCLM-Baseline | mmlu_college_mathematics | 15,000 | small aux 2 | 5xC | 983,040,000 | 58,395,124,039,680,000 | {'predicted_index_raw': 0.88, 'predicted_index_per_token': 1.34, 'predicted_index_per_char': 1.56, 'predicted_index_per_byte': 1.56, 'predicted_index_uncond': 1.58, 'correct_choice': 1.66, 'acc_raw': 0.16, 'acc_per_token': 0.21, 'acc_per_char': 0.16, 'acc_per_byte': 0.16, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -23.312164878845216, 'logits_per_token_corr': -5.5008191243945275, 'logits_per_char_corr': -2.1800721142093904, 'bits_per_byte_corr': 3.1093926110118195, 'correct_prob': 0.001329168707943585, 'correct_prob_per_token': 0.014662299314438037, 'correct_prob_per_char': 0.15116752869178274, 'margin': -0.006650000771187612, 'margin_per_token': -0.01329433702144147, 'margin_per_char': -0.05740679167940664, 'total_prob': 0.011677492856300244, 'total_prob_per_token': 0.06529168278390257, 'total_prob_per_char': 0.6408224696329387, 'uncond_correct_prob': 0.0017506967859231685, 'uncond_correct_prob_per_token': 0.008767628468186016, 'uncond_correct_prob_per_char': 0.12194410189241109, 'uncond_total_prob': 0.00930668515693972, 'norm_correct_prob': 0.1551664533820679, 'norm_correct_prob_per_token': 0.23635661616546666, 'norm_correct_prob_per_char': 0.22787029235222256, 'primary_metric': 0.16} |
10M | DCLM-Baseline | mmlu_college_mathematics | 15,000 | small aux 3 | 5xC | 983,040,000 | 58,395,124,039,680,000 | {'predicted_index_raw': 1.02, 'predicted_index_per_token': 1.55, 'predicted_index_per_char': 1.48, 'predicted_index_per_byte': 1.48, 'predicted_index_uncond': 1.53, 'correct_choice': 1.66, 'acc_raw': 0.16, 'acc_per_token': 0.19, 'acc_per_char': 0.22, 'acc_per_byte': 0.22, 'acc_uncond': 0.23, 'no_answer': 0.0, 'sum_logits_corr': -23.90023610115051, 'logits_per_token_corr': -5.57629067779083, 'logits_per_char_corr': -2.1982800561262086, 'bits_per_byte_corr': 3.1319826418530665, 'correct_prob': 0.0028089708904676484, 'correct_prob_per_token': 0.014414743524809726, 'correct_prob_per_char': 0.14729497857463136, 'margin': -0.005591539106224481, 'margin_per_token': -0.01239889849228219, 'margin_per_char': -0.05692332890922827, 'total_prob': 0.015041268044483016, 'total_prob_per_token': 0.0637445163769867, 'total_prob_per_char': 0.6255251244485152, 'uncond_correct_prob': 0.00032708682260281077, 'uncond_correct_prob_per_token': 0.006963753872552043, 'uncond_correct_prob_per_char': 0.10942405666738246, 'uncond_total_prob': 0.002255162161889992, 'norm_correct_prob': 0.16124992091801782, 'norm_correct_prob_per_token': 0.23907064270320855, 'norm_correct_prob_per_char': 0.23037203562750144, 'primary_metric': 0.16} |
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