params
stringclasses 14
values | data
stringclasses 25
values | task
stringclasses 66
values | step
int64 0
69.4k
| seed
stringclasses 5
values | chinchilla
stringclasses 1
value | tokens
int64 0
100B
| compute
float64 0
706,209,840,435B
| metrics
stringlengths 769
1.41k
|
|---|---|---|---|---|---|---|---|---|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.5179738562091503, 'predicted_index_per_token': 1.5669934640522876, 'predicted_index_per_char': 1.5996732026143792, 'predicted_index_per_byte': 1.5898692810457515, 'predicted_index_uncond': 1.6062091503267975, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2549019607843137, 'acc_per_token': 0.272875816993464, 'acc_per_char': 0.26633986928104575, 'acc_per_byte': 0.2696078431372549, 'acc_uncond': 0.24019607843137256, 'no_answer': 0.0, 'sum_logits_corr': -45.66004847467335, 'logits_per_token_corr': -6.145349163048208, 'logits_per_char_corr': -1.112790715373588, 'bits_per_byte_corr': 1.59622333582358, 'correct_prob': 6.3802588202328306e-06, 'correct_prob_per_token': 0.006974604931373687, 'correct_prob_per_char': 0.35930769681486974, 'margin': -3.7538672254083395e-06, 'margin_per_token': -0.004512429938926548, 'margin_per_char': -0.0530101215604336, 'total_prob': 1.9007408301179385e-05, 'total_prob_per_token': 0.026451025071948457, 'total_prob_per_char': 1.4100619488890709, 'uncond_correct_prob': 9.006037802048099e-07, 'uncond_correct_prob_per_token': 0.0036418676978487974, 'uncond_correct_prob_per_char': 0.31211230978985993, 'uncond_total_prob': 4.743269668415071e-06, 'norm_correct_prob': 0.2558378530717212, 'norm_correct_prob_per_token': 0.26308956452632515, 'norm_correct_prob_per_char': 0.25562119641215764, 'primary_metric': 0.2549019607843137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.4820261437908497, 'predicted_index_per_token': 1.5179738562091503, 'predicted_index_per_char': 1.5571895424836601, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.5866013071895424, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2565359477124183, 'acc_per_token': 0.2679738562091503, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.2908496732026144, 'acc_uncond': 0.24509803921568626, 'no_answer': 0.0, 'sum_logits_corr': -44.906085207571394, 'logits_per_token_corr': -6.0189646574458955, 'logits_per_char_corr': -1.0882176728248116, 'bits_per_byte_corr': 1.5612055915505316, 'correct_prob': 8.604375115209335e-06, 'correct_prob_per_token': 0.007619536471793195, 'correct_prob_per_char': 0.36571440243320913, 'margin': -2.8706918127424966e-06, 'margin_per_token': -0.004587596065469424, 'margin_per_char': -0.05348862624108974, 'total_prob': 2.4033394167698937e-05, 'total_prob_per_token': 0.028763066849998457, 'total_prob_per_char': 1.4358908232937857, 'uncond_correct_prob': 1.559293128421621e-05, 'uncond_correct_prob_per_token': 0.0033035001333717663, 'uncond_correct_prob_per_char': 0.30828638247529255, 'uncond_total_prob': 0.00014436830373551623, 'norm_correct_prob': 0.25372262560972203, 'norm_correct_prob_per_token': 0.26361079560069994, 'norm_correct_prob_per_char': 0.2550834394350254, 'primary_metric': 0.2565359477124183}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.5163398692810457, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.526143790849673, 'predicted_index_per_byte': 1.5277777777777777, 'predicted_index_uncond': 1.5718954248366013, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.2696078431372549, 'acc_per_char': 0.29411764705882354, 'acc_per_byte': 0.2957516339869281, 'acc_uncond': 0.24019607843137256, 'no_answer': 0.0, 'sum_logits_corr': -44.9498299679725, 'logits_per_token_corr': -6.013600879386759, 'logits_per_char_corr': -1.0902043451489185, 'bits_per_byte_corr': 1.5642782185841049, 'correct_prob': 2.4050617840741237e-05, 'correct_prob_per_token': 0.007401323038221881, 'correct_prob_per_char': 0.3663590717031752, 'margin': 1.4758004078728075e-05, 'margin_per_token': -0.004721251445992769, 'margin_per_char': -0.053091558801655024, 'total_prob': 3.5886971984556286e-05, 'total_prob_per_token': 0.02851253013702771, 'total_prob_per_char': 1.4415844994538494, 'uncond_correct_prob': 3.0037444660266793e-06, 'uncond_correct_prob_per_token': 0.004308650022463241, 'uncond_correct_prob_per_char': 0.3311747363687117, 'uncond_total_prob': 1.531478034943172e-05, 'norm_correct_prob': 0.25620566088714847, 'norm_correct_prob_per_token': 0.2643564079420592, 'norm_correct_prob_per_char': 0.2548056808189513, 'primary_metric': 0.2679738562091503}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.5098039215686274, 'predicted_index_per_token': 1.5277777777777777, 'predicted_index_per_char': 1.6013071895424837, 'predicted_index_per_byte': 1.5898692810457515, 'predicted_index_uncond': 1.6143790849673203, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2549019607843137, 'acc_per_token': 0.25, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.2826797385620915, 'acc_uncond': 0.2434640522875817, 'no_answer': 0.0, 'sum_logits_corr': -45.150875255173325, 'logits_per_token_corr': -6.086108794599395, 'logits_per_char_corr': -1.0997739610219588, 'bits_per_byte_corr': 1.5772266194255422, 'correct_prob': 7.263118516504281e-06, 'correct_prob_per_token': 0.00750573329219387, 'correct_prob_per_char': 0.36320997417846645, 'margin': -2.3941730802431866e-06, 'margin_per_token': -0.004645572814205049, 'margin_per_char': -0.054131047616655124, 'total_prob': 2.000126928503379e-05, 'total_prob_per_token': 0.02842721167136108, 'total_prob_per_char': 1.4290897359455272, 'uncond_correct_prob': 1.6003586693969729e-06, 'uncond_correct_prob_per_token': 0.003498308136614427, 'uncond_correct_prob_per_char': 0.31198390708071805, 'uncond_total_prob': 9.180728062031555e-06, 'norm_correct_prob': 0.2511200200042134, 'norm_correct_prob_per_token': 0.260536386410553, 'norm_correct_prob_per_char': 0.25482512724323286, 'primary_metric': 0.2549019607843137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.4787581699346406, 'predicted_index_per_token': 1.5098039215686274, 'predicted_index_per_char': 1.5457516339869282, 'predicted_index_per_byte': 1.5392156862745099, 'predicted_index_uncond': 1.6160130718954249, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2549019607843137, 'acc_per_token': 0.2630718954248366, 'acc_per_char': 0.2761437908496732, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.23202614379084968, 'no_answer': 0.0, 'sum_logits_corr': -44.472102963846496, 'logits_per_token_corr': -5.987687620813116, 'logits_per_char_corr': -1.0817194334507796, 'bits_per_byte_corr': 1.5518086943633629, 'correct_prob': 8.492553970783751e-06, 'correct_prob_per_token': 0.008078960441829867, 'correct_prob_per_char': 0.36858470985792613, 'margin': -7.537354930400584e-06, 'margin_per_token': -0.004853132286177584, 'margin_per_char': -0.054696162306942506, 'total_prob': 2.890523996390167e-05, 'total_prob_per_token': 0.030573670360462293, 'total_prob_per_char': 1.4484549541141873, 'uncond_correct_prob': 5.537231727358549e-06, 'uncond_correct_prob_per_token': 0.003653216496154442, 'uncond_correct_prob_per_char': 0.3153049721033497, 'uncond_total_prob': 5.080758122871664e-05, 'norm_correct_prob': 0.2566146365023324, 'norm_correct_prob_per_token': 0.26249635822469103, 'norm_correct_prob_per_char': 0.25460173918420215, 'primary_metric': 0.2549019607843137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5016339869281046, 'predicted_index_per_token': 1.5620915032679739, 'predicted_index_per_char': 1.6045751633986929, 'predicted_index_per_byte': 1.59640522875817, 'predicted_index_uncond': 1.5669934640522876, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2581699346405229, 'acc_per_token': 0.2565359477124183, 'acc_per_char': 0.29248366013071897, 'acc_per_byte': 0.29248366013071897, 'acc_uncond': 0.23366013071895425, 'no_answer': 0.0, 'sum_logits_corr': -44.79524991481133, 'logits_per_token_corr': -6.055366780553528, 'logits_per_char_corr': -1.0945971815545898, 'bits_per_byte_corr': 1.5706175500067596, 'correct_prob': 2.390415224704235e-05, 'correct_prob_per_token': 0.007473399844958304, 'correct_prob_per_char': 0.3650027456228375, 'margin': 1.5520429492170185e-05, 'margin_per_token': -0.004686637856054585, 'margin_per_char': -0.05318337357259123, 'total_prob': 3.45166814208447e-05, 'total_prob_per_token': 0.028791380189458652, 'total_prob_per_char': 1.4375453547562231, 'uncond_correct_prob': 2.732014282690665e-06, 'uncond_correct_prob_per_token': 0.004172003359249047, 'uncond_correct_prob_per_char': 0.3250687777901069, 'uncond_total_prob': 1.4886628042433668e-05, 'norm_correct_prob': 0.25394933896129507, 'norm_correct_prob_per_token': 0.2618728747882859, 'norm_correct_prob_per_char': 0.25478492147240267, 'primary_metric': 0.2581699346405229}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.4869281045751634, 'predicted_index_per_token': 1.553921568627451, 'predicted_index_per_char': 1.6176470588235294, 'predicted_index_per_byte': 1.607843137254902, 'predicted_index_uncond': 1.6176470588235294, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27124183006535946, 'acc_per_token': 0.26143790849673204, 'acc_per_char': 0.27941176470588236, 'acc_per_byte': 0.27941176470588236, 'acc_uncond': 0.2826797385620915, 'no_answer': 0.0, 'sum_logits_corr': -44.46160105318805, 'logits_per_token_corr': -5.967171663192248, 'logits_per_char_corr': -1.0785066884220198, 'bits_per_byte_corr': 1.5470301249285263, 'correct_prob': 6.583258619518541e-06, 'correct_prob_per_token': 0.007871229579106956, 'correct_prob_per_char': 0.3694194587619474, 'margin': -3.783729422145461e-06, 'margin_per_token': -0.004948664357816382, 'margin_per_char': -0.05367328510130624, 'total_prob': 1.966823007190145e-05, 'total_prob_per_token': 0.02992976297162579, 'total_prob_per_char': 1.4490504207039088, 'uncond_correct_prob': 1.5031909987908503e-06, 'uncond_correct_prob_per_token': 0.0038628121741110222, 'uncond_correct_prob_per_char': 0.32095585486265743, 'uncond_total_prob': 7.90997850358452e-06, 'norm_correct_prob': 0.26076815730062175, 'norm_correct_prob_per_token': 0.2661808074198189, 'norm_correct_prob_per_char': 0.25614009552787737, 'primary_metric': 0.27124183006535946}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.4934640522875817, 'predicted_index_per_token': 1.5245098039215685, 'predicted_index_per_char': 1.553921568627451, 'predicted_index_per_byte': 1.5473856209150327, 'predicted_index_uncond': 1.59640522875817, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2581699346405229, 'acc_per_token': 0.26143790849673204, 'acc_per_char': 0.2826797385620915, 'acc_per_byte': 0.28431372549019607, 'acc_uncond': 0.2549019607843137, 'no_answer': 0.0, 'sum_logits_corr': -44.245477681066475, 'logits_per_token_corr': -5.969540949722296, 'logits_per_char_corr': -1.0771977442798002, 'bits_per_byte_corr': 1.5452072120150433, 'correct_prob': 9.588386912104683e-06, 'correct_prob_per_token': 0.008132629057597174, 'correct_prob_per_char': 0.3697319669579278, 'margin': -4.326330068029074e-06, 'margin_per_token': -0.005045012791483103, 'margin_per_char': -0.05357826453348654, 'total_prob': 2.7333297278994943e-05, 'total_prob_per_token': 0.03108453049362035, 'total_prob_per_char': 1.4520599565744892, 'uncond_correct_prob': 5.928212357675181e-06, 'uncond_correct_prob_per_token': 0.003720774556879711, 'uncond_correct_prob_per_char': 0.31740038809585064, 'uncond_total_prob': 4.070928397846734e-05, 'norm_correct_prob': 0.2573647583238454, 'norm_correct_prob_per_token': 0.264212581988841, 'norm_correct_prob_per_char': 0.2551001898762936, 'primary_metric': 0.2581699346405229}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.5179738562091503, 'predicted_index_per_token': 1.5637254901960784, 'predicted_index_per_char': 1.5604575163398693, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.5604575163398693, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.26143790849673204, 'acc_per_token': 0.2679738562091503, 'acc_per_char': 0.29248366013071897, 'acc_per_byte': 0.29411764705882354, 'acc_uncond': 0.2222222222222222, 'no_answer': 0.0, 'sum_logits_corr': -44.359320816650886, 'logits_per_token_corr': -5.979292631772095, 'logits_per_char_corr': -1.0820198362519338, 'bits_per_byte_corr': 1.55249867489445, 'correct_prob': 2.3725089107855894e-05, 'correct_prob_per_token': 0.007808743629253017, 'correct_prob_per_char': 0.369198223708175, 'margin': 1.570725543423658e-05, 'margin_per_token': -0.0049709805330144675, 'margin_per_char': -0.05353538506743125, 'total_prob': 3.478763032454915e-05, 'total_prob_per_token': 0.03013829645211019, 'total_prob_per_char': 1.4527776307595563, 'uncond_correct_prob': 2.47128968106171e-06, 'uncond_correct_prob_per_token': 0.0044410979693375995, 'uncond_correct_prob_per_char': 0.3291647176675683, 'uncond_total_prob': 1.601498223316633e-05, 'norm_correct_prob': 0.25630798525762516, 'norm_correct_prob_per_token': 0.26105056121210907, 'norm_correct_prob_per_char': 0.25502833477271075, 'primary_metric': 0.26143790849673204}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.5490196078431373, 'predicted_index_per_char': 1.6013071895424837, 'predicted_index_per_byte': 1.591503267973856, 'predicted_index_uncond': 1.6062091503267975, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.2565359477124183, 'acc_per_char': 0.2696078431372549, 'acc_per_byte': 0.2679738562091503, 'acc_uncond': 0.24673202614379086, 'no_answer': 0.0, 'sum_logits_corr': -43.97857081968021, 'logits_per_token_corr': -5.905489599356874, 'logits_per_char_corr': -1.0700681913674863, 'bits_per_byte_corr': 1.5347717796046658, 'correct_prob': 6.752087477105276e-06, 'correct_prob_per_token': 0.008128185925098019, 'correct_prob_per_char': 0.37300788944897895, 'margin': -3.559601914137326e-06, 'margin_per_token': -0.005189428585392137, 'margin_per_char': -0.054419206547774074, 'total_prob': 1.9866108906639982e-05, 'total_prob_per_token': 0.03117048942309396, 'total_prob_per_char': 1.4649479688350147, 'uncond_correct_prob': 1.5259872816066198e-06, 'uncond_correct_prob_per_token': 0.003987129204728379, 'uncond_correct_prob_per_char': 0.3220588055792438, 'uncond_total_prob': 9.002664523643424e-06, 'norm_correct_prob': 0.26109218662623607, 'norm_correct_prob_per_token': 0.26523892275434874, 'norm_correct_prob_per_char': 0.2557248714933322, 'primary_metric': 0.2679738562091503}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.488562091503268, 'predicted_index_per_token': 1.5196078431372548, 'predicted_index_per_char': 1.5506535947712419, 'predicted_index_per_byte': 1.5441176470588236, 'predicted_index_uncond': 1.576797385620915, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.26143790849673204, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.2826797385620915, 'acc_per_byte': 0.28431372549019607, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -44.05560773182538, 'logits_per_token_corr': -5.9411057229731625, 'logits_per_char_corr': -1.0730503588422353, 'bits_per_byte_corr': 1.539312076755298, 'correct_prob': 8.088342022274744e-06, 'correct_prob_per_token': 0.008219217962878172, 'correct_prob_per_char': 0.37122201302216223, 'margin': -4.620283160956922e-06, 'margin_per_token': -0.005077626061848586, 'margin_per_char': -0.053520123101768166, 'total_prob': 2.4623823068126015e-05, 'total_prob_per_token': 0.03140699659148695, 'total_prob_per_char': 1.4580396406156335, 'uncond_correct_prob': 8.726982864187701e-06, 'uncond_correct_prob_per_token': 0.0036509447961270234, 'uncond_correct_prob_per_char': 0.3162622716528763, 'uncond_total_prob': 6.671870841123318e-05, 'norm_correct_prob': 0.25826331266801145, 'norm_correct_prob_per_token': 0.26335452483949395, 'norm_correct_prob_per_char': 0.255070058148953, 'primary_metric': 0.26143790849673204}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.5196078431372548, 'predicted_index_per_token': 1.5490196078431373, 'predicted_index_per_char': 1.5637254901960784, 'predicted_index_per_byte': 1.5686274509803921, 'predicted_index_uncond': 1.5277777777777777, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.24673202614379086, 'acc_per_token': 0.2630718954248366, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.2875816993464052, 'acc_uncond': 0.24019607843137256, 'no_answer': 0.0, 'sum_logits_corr': -44.10896357368021, 'logits_per_token_corr': -5.948362038271528, 'logits_per_char_corr': -1.0771459699215316, 'bits_per_byte_corr': 1.5454635699414168, 'correct_prob': 2.4681786028148758e-05, 'correct_prob_per_token': 0.007954952633819299, 'correct_prob_per_char': 0.3709158645788511, 'margin': 1.557428567205961e-05, 'margin_per_token': -0.005089174888715311, 'margin_per_char': -0.053861030074719096, 'total_prob': 3.667806690446411e-05, 'total_prob_per_token': 0.030801701684575442, 'total_prob_per_char': 1.4600899776086982, 'uncond_correct_prob': 2.4439600719033872e-06, 'uncond_correct_prob_per_token': 0.004436421454922078, 'uncond_correct_prob_per_char': 0.3287164401741372, 'uncond_total_prob': 1.5124102590567588e-05, 'norm_correct_prob': 0.2510164241415406, 'norm_correct_prob_per_token': 0.2605253253111746, 'norm_correct_prob_per_char': 0.25481255600542607, 'primary_metric': 0.24673202614379086}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.4918300653594772, 'predicted_index_per_token': 1.5604575163398693, 'predicted_index_per_char': 1.6062091503267975, 'predicted_index_per_byte': 1.5898692810457515, 'predicted_index_uncond': 1.5833333333333333, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2647058823529412, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.2369281045751634, 'no_answer': 0.0, 'sum_logits_corr': -44.07797825726029, 'logits_per_token_corr': -5.905954252112436, 'logits_per_char_corr': -1.069949873376753, 'bits_per_byte_corr': 1.5346140505879824, 'correct_prob': 7.649640520213607e-06, 'correct_prob_per_token': 0.008078566418286378, 'correct_prob_per_char': 0.37272369331067357, 'margin': -4.093517301509545e-06, 'margin_per_token': -0.005179925271664277, 'margin_per_char': -0.054907558039510335, 'total_prob': 2.2131522093082287e-05, 'total_prob_per_token': 0.03100989627208709, 'total_prob_per_char': 1.4649292011035513, 'uncond_correct_prob': 1.6910954127038097e-06, 'uncond_correct_prob_per_token': 0.0039936727333330655, 'uncond_correct_prob_per_char': 0.32293398816894087, 'uncond_total_prob': 9.457340883397372e-06, 'norm_correct_prob': 0.260290398519874, 'norm_correct_prob_per_token': 0.26418112018980267, 'norm_correct_prob_per_char': 0.2554742688795792, 'primary_metric': 0.2647058823529412}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.4901960784313726, 'predicted_index_per_token': 1.526143790849673, 'predicted_index_per_char': 1.5522875816993464, 'predicted_index_per_byte': 1.542483660130719, 'predicted_index_uncond': 1.59640522875817, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.26633986928104575, 'acc_per_char': 0.28431372549019607, 'acc_per_byte': 0.2875816993464052, 'acc_uncond': 0.25326797385620914, 'no_answer': 0.0, 'sum_logits_corr': -44.11363327892777, 'logits_per_token_corr': -5.954173281527525, 'logits_per_char_corr': -1.0749818434266565, 'bits_per_byte_corr': 1.5421194511393437, 'correct_prob': 7.8187750590766e-06, 'correct_prob_per_token': 0.008188122867514306, 'correct_prob_per_char': 0.37050030452625504, 'margin': -4.623892212013108e-06, 'margin_per_token': -0.005086184840298915, 'margin_per_char': -0.05360747567251083, 'total_prob': 2.3853820426321034e-05, 'total_prob_per_token': 0.03130546658306114, 'total_prob_per_char': 1.4557464497066979, 'uncond_correct_prob': 1.0278195672692375e-05, 'uncond_correct_prob_per_token': 0.0036363835234062216, 'uncond_correct_prob_per_char': 0.3156141571579954, 'uncond_total_prob': 7.363003394108854e-05, 'norm_correct_prob': 0.25826046722474416, 'norm_correct_prob_per_token': 0.262900013806733, 'norm_correct_prob_per_char': 0.2549958056336591, 'primary_metric': 0.2679738562091503}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.4967320261437909, 'predicted_index_per_token': 1.5147058823529411, 'predicted_index_per_char': 1.5571895424836601, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.5375816993464053, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.24673202614379086, 'acc_per_token': 0.2630718954248366, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.27941176470588236, 'acc_uncond': 0.23202614379084968, 'no_answer': 0.0, 'sum_logits_corr': -44.06971442777347, 'logits_per_token_corr': -5.942071878436159, 'logits_per_char_corr': -1.0760464721564627, 'bits_per_byte_corr': 1.5439105912635573, 'correct_prob': 2.365859072743013e-05, 'correct_prob_per_token': 0.00798535597687425, 'correct_prob_per_char': 0.3712745118179344, 'margin': 1.485771421930711e-05, 'margin_per_token': -0.005100843284388151, 'margin_per_char': -0.05348601159349456, 'total_prob': 3.524399855730373e-05, 'total_prob_per_token': 0.030911346542453276, 'total_prob_per_char': 1.4603811987088504, 'uncond_correct_prob': 2.4847345999102232e-06, 'uncond_correct_prob_per_token': 0.004444420660166759, 'uncond_correct_prob_per_char': 0.3288281824691204, 'uncond_total_prob': 1.5877892682452762e-05, 'norm_correct_prob': 0.25274159842621685, 'norm_correct_prob_per_token': 0.2612799850289111, 'norm_correct_prob_per_char': 0.25502238215845074, 'primary_metric': 0.24673202614379086}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5049019607843137, 'predicted_index_per_token': 1.5702614379084967, 'predicted_index_per_char': 1.6209150326797386, 'predicted_index_per_byte': 1.6160130718954249, 'predicted_index_uncond': 1.5686274509803921, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.26633986928104575, 'acc_per_token': 0.25980392156862747, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.27941176470588236, 'acc_uncond': 0.24183006535947713, 'no_answer': 0.0, 'sum_logits_corr': -44.05776032357434, 'logits_per_token_corr': -5.907192876012067, 'logits_per_char_corr': -1.0705064475860127, 'bits_per_byte_corr': 1.5354358703452298, 'correct_prob': 7.659699597726093e-06, 'correct_prob_per_token': 0.008119836168874631, 'correct_prob_per_char': 0.3728384999150357, 'margin': -3.2188382461190785e-06, 'margin_per_token': -0.0052718315534170295, 'margin_per_char': -0.05510135561863696, 'total_prob': 2.147665013885165e-05, 'total_prob_per_token': 0.031238287459848878, 'total_prob_per_char': 1.4658645251654892, 'uncond_correct_prob': 1.6614534504319385e-06, 'uncond_correct_prob_per_token': 0.0039916208344384, 'uncond_correct_prob_per_char': 0.32222061085251025, 'uncond_total_prob': 9.023045256265367e-06, 'norm_correct_prob': 0.2599229068160362, 'norm_correct_prob_per_token': 0.26354823729465304, 'norm_correct_prob_per_char': 0.25534648298064927, 'primary_metric': 0.26633986928104575}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.2545454545454546, 'predicted_index_per_token': 1.3909090909090909, 'predicted_index_per_char': 1.4727272727272727, 'predicted_index_per_byte': 1.4727272727272727, 'predicted_index_uncond': 1.509090909090909, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.22727272727272727, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -45.148526547171855, 'logits_per_token_corr': -10.851670870501483, 'logits_per_char_corr': -1.9916979765464538, 'bits_per_byte_corr': 2.8734127937142158, 'correct_prob': 5.399125395846426e-06, 'correct_prob_per_token': 1.957141847455377e-05, 'correct_prob_per_char': 0.17862197861832665, 'margin': -1.4956825673829467e-06, 'margin_per_token': -2.586467568874301e-06, 'margin_per_char': -0.062083097001509546, 'total_prob': 1.8103040530848916e-05, 'total_prob_per_token': 7.863059390715098e-05, 'total_prob_per_char': 0.725133960450019, 'uncond_correct_prob': 5.580131942377995e-06, 'uncond_correct_prob_per_token': 1.9918113442866068e-05, 'uncond_correct_prob_per_char': 0.1789074424621306, 'uncond_total_prob': 1.8458772161438188e-05, 'norm_correct_prob': 0.3069267274246721, 'norm_correct_prob_per_token': 0.24950460622317808, 'norm_correct_prob_per_char': 0.2446946828885404, 'primary_metric': 0.3}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.3, 'predicted_index_per_token': 1.3181818181818181, 'predicted_index_per_char': 1.5272727272727273, 'predicted_index_per_byte': 1.5272727272727273, 'predicted_index_uncond': 1.5, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.32727272727272727, 'acc_per_token': 0.2818181818181818, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.22727272727272727, 'acc_uncond': 0.24545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -45.05198176990856, 'logits_per_token_corr': -10.839145497793897, 'logits_per_char_corr': -1.9903746282901642, 'bits_per_byte_corr': 2.8715036057474967, 'correct_prob': 5.674197922276392e-06, 'correct_prob_per_token': 1.987779842520901e-05, 'correct_prob_per_char': 0.17906268505509437, 'margin': -1.5868016312732976e-06, 'margin_per_token': -2.6305808823057223e-06, 'margin_per_char': -0.06185250183730464, 'total_prob': 1.8650731494964186e-05, 'total_prob_per_token': 7.975728293523883e-05, 'total_prob_per_char': 0.726669318247134, 'uncond_correct_prob': 5.0359566371716155e-06, 'uncond_correct_prob_per_token': 1.92157242693208e-05, 'uncond_correct_prob_per_char': 0.17806013359400408, 'uncond_total_prob': 1.828306048948584e-05, 'norm_correct_prob': 0.3110408512234349, 'norm_correct_prob_per_token': 0.2489261696488449, 'norm_correct_prob_per_char': 0.24470378048769306, 'primary_metric': 0.32727272727272727}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.2727272727272727, 'predicted_index_per_token': 1.4090909090909092, 'predicted_index_per_char': 1.509090909090909, 'predicted_index_per_byte': 1.509090909090909, 'predicted_index_uncond': 1.4636363636363636, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.37272727272727274, 'acc_per_token': 0.3, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -45.148994792591445, 'logits_per_token_corr': -10.841950418029342, 'logits_per_char_corr': -1.9899653759319478, 'bits_per_byte_corr': 2.8709131793998255, 'correct_prob': 5.683375526406419e-06, 'correct_prob_per_token': 1.9892118590149564e-05, 'correct_prob_per_char': 0.17889382431268858, 'margin': -1.8452645828176284e-06, 'margin_per_token': -2.453737005951282e-06, 'margin_per_char': -0.06180341190258179, 'total_prob': 1.9179057390347737e-05, 'total_prob_per_token': 7.866243959593749e-05, 'total_prob_per_char': 0.7249508755167712, 'uncond_correct_prob': 5.4424848282249055e-06, 'uncond_correct_prob_per_token': 1.98532869429182e-05, 'uncond_correct_prob_per_char': 0.17923937212368135, 'uncond_total_prob': 1.7361932221786936e-05, 'norm_correct_prob': 0.3207174364401343, 'norm_correct_prob_per_token': 0.25306073716730115, 'norm_correct_prob_per_char': 0.2457497807944247, 'primary_metric': 0.37272727272727274}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.0818181818181818, 'predicted_index_per_token': 1.4545454545454546, 'predicted_index_per_char': 1.2727272727272727, 'predicted_index_per_byte': 1.2727272727272727, 'predicted_index_uncond': 1.490909090909091, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2909090909090909, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -26.312332378734244, 'logits_per_token_corr': -8.020387245073005, 'logits_per_char_corr': -1.385688980020886, 'bits_per_byte_corr': 1.999126619692054, 'correct_prob': 1.1342821990116094e-05, 'correct_prob_per_token': 0.002297178360533665, 'correct_prob_per_char': 0.28842318603883665, 'margin': -2.011567307330364e-05, 'margin_per_token': -0.0029258003810207715, 'margin_per_char': -0.07469307956616915, 'total_prob': 5.746784276876053e-05, 'total_prob_per_token': 0.01083755512038448, 'total_prob_per_char': 1.1943576573423367, 'uncond_correct_prob': 1.113087136911857e-05, 'uncond_correct_prob_per_token': 0.0016082016934728888, 'uncond_correct_prob_per_char': 0.27359498320290276, 'uncond_total_prob': 5.767423973631149e-05, 'norm_correct_prob': 0.3066731639554316, 'norm_correct_prob_per_token': 0.22894557482796649, 'norm_correct_prob_per_char': 0.24190147328761794, 'primary_metric': 0.2909090909090909}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.0636363636363637, 'predicted_index_per_token': 1.481818181818182, 'predicted_index_per_char': 1.2818181818181817, 'predicted_index_per_byte': 1.2818181818181817, 'predicted_index_uncond': 1.6, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.32727272727272727, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.21818181818181817, 'acc_per_byte': 0.21818181818181817, 'acc_uncond': 0.2818181818181818, 'no_answer': 0.0, 'sum_logits_corr': -26.09715628190474, 'logits_per_token_corr': -7.89412042400698, 'logits_per_char_corr': -1.3550862970224746, 'bits_per_byte_corr': 1.9549762806923179, 'correct_prob': 1.7305742824201473e-05, 'correct_prob_per_token': 0.002497548663945442, 'correct_prob_per_char': 0.2915111718547713, 'margin': -3.103547240133346e-05, 'margin_per_token': -0.0031226308157202977, 'margin_per_char': -0.06975268514966616, 'total_prob': 8.819724248099521e-05, 'total_prob_per_token': 0.01160926021507618, 'total_prob_per_char': 1.2040365884331359, 'uncond_correct_prob': 1.2438547211084598e-05, 'uncond_correct_prob_per_token': 0.0014212551007866596, 'uncond_correct_prob_per_char': 0.25949354271210956, 'uncond_total_prob': 6.007845398010468e-05, 'norm_correct_prob': 0.3149670647557475, 'norm_correct_prob_per_token': 0.23192335579999113, 'norm_correct_prob_per_char': 0.2421242476590246, 'primary_metric': 0.32727272727272727}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.0636363636363637, 'predicted_index_per_token': 1.4090909090909092, 'predicted_index_per_char': 1.4181818181818182, 'predicted_index_per_byte': 1.4181818181818182, 'predicted_index_uncond': 1.6181818181818182, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.21818181818181817, 'acc_per_char': 0.19090909090909092, 'acc_per_byte': 0.19090909090909092, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -27.289187283949417, 'logits_per_token_corr': -8.408887618242519, 'logits_per_char_corr': -1.4557090700725066, 'bits_per_byte_corr': 2.100144256372199, 'correct_prob': 1.2495284436219783e-05, 'correct_prob_per_token': 0.0019257478836366428, 'correct_prob_per_char': 0.2744229187041285, 'margin': -5.75985734457953e-06, 'margin_per_token': -0.0027597335091782632, 'margin_per_char': -0.0695892962749321, 'total_prob': 4.060582365488091e-05, 'total_prob_per_token': 0.009725511531010358, 'total_prob_per_char': 1.1433107864706558, 'uncond_correct_prob': 1.5613288780417908e-05, 'uncond_correct_prob_per_token': 0.0015321058703346296, 'uncond_correct_prob_per_char': 0.2620559684956404, 'uncond_total_prob': 7.130181943417586e-05, 'norm_correct_prob': 0.30412528250161375, 'norm_correct_prob_per_token': 0.2223974535639651, 'norm_correct_prob_per_char': 0.24062180768436744, 'primary_metric': 0.3}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.1727272727272726, 'predicted_index_per_token': 1.509090909090909, 'predicted_index_per_char': 1.3363636363636364, 'predicted_index_per_byte': 1.3363636363636364, 'predicted_index_uncond': 1.6727272727272726, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.32727272727272727, 'acc_per_token': 0.21818181818181817, 'acc_per_char': 0.20909090909090908, 'acc_per_byte': 0.20909090909090908, 'acc_uncond': 0.2818181818181818, 'no_answer': 0.0, 'sum_logits_corr': -25.504144980690697, 'logits_per_token_corr': -7.760250957296711, 'logits_per_char_corr': -1.3294143524463624, 'bits_per_byte_corr': 1.9179394935623577, 'correct_prob': 2.60590660517274e-05, 'correct_prob_per_token': 0.0029558358116970325, 'correct_prob_per_char': 0.30150843243236997, 'margin': -6.935275445735864e-06, 'margin_per_token': -0.0030322563771257517, 'margin_per_char': -0.067309680004357, 'total_prob': 7.261977400061245e-05, 'total_prob_per_token': 0.012816166304871065, 'total_prob_per_char': 1.2369455751760847, 'uncond_correct_prob': 2.0595870672466963e-05, 'uncond_correct_prob_per_token': 0.0018092636561674144, 'uncond_correct_prob_per_char': 0.27600523914916847, 'uncond_total_prob': 0.00011020400115562581, 'norm_correct_prob': 0.31234149965125607, 'norm_correct_prob_per_token': 0.2302120108590145, 'norm_correct_prob_per_char': 0.24448800532517473, 'primary_metric': 0.32727272727272727}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 0.990909090909091, 'predicted_index_per_token': 1.4090909090909092, 'predicted_index_per_char': 1.3636363636363635, 'predicted_index_per_byte': 1.3636363636363635, 'predicted_index_uncond': 1.5545454545454545, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2818181818181818, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.17272727272727273, 'acc_per_byte': 0.17272727272727273, 'acc_uncond': 0.2818181818181818, 'no_answer': 0.0, 'sum_logits_corr': -26.653783936934037, 'logits_per_token_corr': -8.341050790238766, 'logits_per_char_corr': -1.4110990456814658, 'bits_per_byte_corr': 2.035785595409263, 'correct_prob': 2.5927742657866835e-05, 'correct_prob_per_token': 0.002576406774124614, 'correct_prob_per_char': 0.2793016509367776, 'margin': -4.7050365981440356e-05, 'margin_per_token': -0.0038394864769858757, 'margin_per_char': -0.0753827992465109, 'total_prob': 0.00014376954827300273, 'total_prob_per_token': 0.01256125286564924, 'total_prob_per_char': 1.1680304340711856, 'uncond_correct_prob': 2.0168248443285307e-05, 'uncond_correct_prob_per_token': 0.001792046815505584, 'uncond_correct_prob_per_char': 0.2723836875126672, 'uncond_total_prob': 0.00013762072334004192, 'norm_correct_prob': 0.2785090983890124, 'norm_correct_prob_per_token': 0.22356970396253328, 'norm_correct_prob_per_char': 0.24041052184872883, 'primary_metric': 0.2818181818181818}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 0.9454545454545454, 'predicted_index_per_token': 1.4090909090909092, 'predicted_index_per_char': 1.3, 'predicted_index_per_byte': 1.3, 'predicted_index_uncond': 1.4727272727272727, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.32727272727272727, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.20909090909090908, 'no_answer': 0.0, 'sum_logits_corr': -26.053146015514027, 'logits_per_token_corr': -7.782810154685489, 'logits_per_char_corr': -1.3383970059745864, 'bits_per_byte_corr': 1.9308987232615598, 'correct_prob': 3.5461736678875994e-05, 'correct_prob_per_token': 0.0026290624128356764, 'correct_prob_per_char': 0.29609507952464126, 'margin': -9.450072616373583e-06, 'margin_per_token': -0.002578995201415518, 'margin_per_char': -0.061071496660598454, 'total_prob': 9.730625338671368e-05, 'total_prob_per_token': 0.011383277018050478, 'total_prob_per_char': 1.2037101743194907, 'uncond_correct_prob': 6.37081063722569e-06, 'uncond_correct_prob_per_token': 0.001410094216021343, 'uncond_correct_prob_per_char': 0.25528989870671226, 'uncond_total_prob': 5.6245861673140955e-05, 'norm_correct_prob': 0.3243964259869696, 'norm_correct_prob_per_token': 0.24372262860706273, 'norm_correct_prob_per_char': 0.2489005174877702, 'primary_metric': 0.32727272727272727}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.1636363636363636, 'predicted_index_per_token': 1.481818181818182, 'predicted_index_per_char': 1.3272727272727274, 'predicted_index_per_byte': 1.3272727272727274, 'predicted_index_uncond': 1.4272727272727272, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.19090909090909092, 'acc_per_char': 0.18181818181818182, 'acc_per_byte': 0.18181818181818182, 'acc_uncond': 0.21818181818181817, 'no_answer': 0.0, 'sum_logits_corr': -25.518288590691306, 'logits_per_token_corr': -7.759433069533069, 'logits_per_char_corr': -1.3277906825166483, 'bits_per_byte_corr': 1.9155970330067171, 'correct_prob': 2.5670357113487737e-05, 'correct_prob_per_token': 0.0029950266807704583, 'correct_prob_per_char': 0.3007756012739383, 'margin': -3.3718497407744616e-05, 'margin_per_token': -0.004000520466660643, 'margin_per_char': -0.07230349526959706, 'total_prob': 0.00010009726719449158, 'total_prob_per_token': 0.013953091812591514, 'total_prob_per_char': 1.2426493671723418, 'uncond_correct_prob': 1.6449524458200983e-05, 'uncond_correct_prob_per_token': 0.0016961596429847974, 'uncond_correct_prob_per_char': 0.27257925137921, 'uncond_total_prob': 0.0001125948886807335, 'norm_correct_prob': 0.3122588959304236, 'norm_correct_prob_per_token': 0.21012011214181384, 'norm_correct_prob_per_char': 0.24270902581826925, 'primary_metric': 0.3}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.1363636363636365, 'predicted_index_per_token': 1.509090909090909, 'predicted_index_per_char': 1.4454545454545455, 'predicted_index_per_byte': 1.4454545454545455, 'predicted_index_uncond': 1.509090909090909, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.2, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.22727272727272727, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -26.108915068886496, 'logits_per_token_corr': -8.16208654824408, 'logits_per_char_corr': -1.3917363450028748, 'bits_per_byte_corr': 2.007851123162021, 'correct_prob': 1.4176333165114742e-05, 'correct_prob_per_token': 0.002620859810486827, 'correct_prob_per_char': 0.28647799512107114, 'margin': -7.37115906144115e-06, 'margin_per_token': -0.003786847477079347, 'margin_per_char': -0.07365692381425555, 'total_prob': 4.620014059061879e-05, 'total_prob_per_token': 0.012670314718302983, 'total_prob_per_char': 1.1883554513166426, 'uncond_correct_prob': 2.5752397391441717e-05, 'uncond_correct_prob_per_token': 0.0018475104313790494, 'uncond_correct_prob_per_char': 0.27974695822963136, 'uncond_total_prob': 0.00016853566961595742, 'norm_correct_prob': 0.3059033323050214, 'norm_correct_prob_per_token': 0.21622266417832162, 'norm_correct_prob_per_char': 0.2439478658431111, 'primary_metric': 0.34545454545454546}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 0.9727272727272728, 'predicted_index_per_token': 1.3818181818181818, 'predicted_index_per_char': 1.3181818181818181, 'predicted_index_per_byte': 1.3181818181818181, 'predicted_index_uncond': 1.5545454545454545, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.32727272727272727, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.24545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -24.991173549131915, 'logits_per_token_corr': -7.474320609568631, 'logits_per_char_corr': -1.291560315310332, 'bits_per_byte_corr': 1.8633276619085402, 'correct_prob': 3.8233770009361575e-05, 'correct_prob_per_token': 0.002996979558198561, 'correct_prob_per_char': 0.3111722113886966, 'margin': -6.955216253297159e-05, 'margin_per_token': -0.003985360243194697, 'margin_per_char': -0.06435366530521996, 'total_prob': 0.00016687120036428844, 'total_prob_per_token': 0.014259230400430168, 'total_prob_per_char': 1.2706532363856264, 'uncond_correct_prob': 1.1768586952161103e-05, 'uncond_correct_prob_per_token': 0.0016201269390705658, 'uncond_correct_prob_per_char': 0.2644922759302335, 'uncond_total_prob': 8.812785750362337e-05, 'norm_correct_prob': 0.31233113763114373, 'norm_correct_prob_per_token': 0.23279103317195515, 'norm_correct_prob_per_char': 0.24608844697112614, 'primary_metric': 0.32727272727272727}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.0272727272727273, 'predicted_index_per_token': 1.481818181818182, 'predicted_index_per_char': 1.2818181818181817, 'predicted_index_per_byte': 1.2818181818181817, 'predicted_index_uncond': 1.490909090909091, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.20909090909090908, 'acc_per_char': 0.15454545454545454, 'acc_per_byte': 0.15454545454545454, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -25.478822031888093, 'logits_per_token_corr': -7.811104656277755, 'logits_per_char_corr': -1.3324822867762625, 'bits_per_byte_corr': 1.9223655872058807, 'correct_prob': 2.4123670758891416e-05, 'correct_prob_per_token': 0.002894409806631862, 'correct_prob_per_char': 0.29872259755311376, 'margin': -2.2789950389188942e-05, 'margin_per_token': -0.005231326646235069, 'margin_per_char': -0.07682385023694503, 'total_prob': 9.128731456508602e-05, 'total_prob_per_token': 0.015212020658210854, 'total_prob_per_char': 1.2443021652330193, 'uncond_correct_prob': 1.9227893865611938e-05, 'uncond_correct_prob_per_token': 0.0017642282303765497, 'uncond_correct_prob_per_char': 0.27406008890918043, 'uncond_total_prob': 9.159399102033088e-05, 'norm_correct_prob': 0.29871804353807374, 'norm_correct_prob_per_token': 0.21217906282761312, 'norm_correct_prob_per_char': 0.23969300029704327, 'primary_metric': 0.3}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.0909090909090908, 'predicted_index_per_token': 1.4272727272727272, 'predicted_index_per_char': 1.3909090909090909, 'predicted_index_per_byte': 1.3909090909090909, 'predicted_index_uncond': 1.6363636363636365, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.2818181818181818, 'no_answer': 0.0, 'sum_logits_corr': -25.38055374405601, 'logits_per_token_corr': -7.848908202428246, 'logits_per_char_corr': -1.338340651565537, 'bits_per_byte_corr': 1.9308174210350915, 'correct_prob': 1.9616855013037435e-05, 'correct_prob_per_token': 0.003151679726174737, 'correct_prob_per_char': 0.29950152767548016, 'margin': -1.4053656707587367e-05, 'margin_per_token': -0.003914368037672754, 'margin_per_char': -0.07041926658631743, 'total_prob': 6.531133366111101e-05, 'total_prob_per_token': 0.014358119098675763, 'total_prob_per_char': 1.2294926433807143, 'uncond_correct_prob': 2.092435378142196e-05, 'uncond_correct_prob_per_token': 0.0019808066417823056, 'uncond_correct_prob_per_char': 0.2809021611937994, 'uncond_total_prob': 0.00011577009513667519, 'norm_correct_prob': 0.3021360286047156, 'norm_correct_prob_per_token': 0.2387578528903717, 'norm_correct_prob_per_char': 0.24548165245333023, 'primary_metric': 0.3}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.0272727272727273, 'predicted_index_per_token': 1.3818181818181818, 'predicted_index_per_char': 1.2545454545454546, 'predicted_index_per_byte': 1.2545454545454546, 'predicted_index_uncond': 1.5, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3090909090909091, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.16363636363636364, 'acc_per_byte': 0.16363636363636364, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -25.32115538337014, 'logits_per_token_corr': -7.698603415905068, 'logits_per_char_corr': -1.322787749533024, 'bits_per_byte_corr': 1.908379326401337, 'correct_prob': 5.847046610052342e-05, 'correct_prob_per_token': 0.003400340295690546, 'correct_prob_per_char': 0.30295220475516516, 'margin': -5.886605944685801e-06, 'margin_per_token': -0.003639682649147242, 'margin_per_char': -0.07128958276977962, 'total_prob': 0.0001556609280316605, 'total_prob_per_token': 0.014793834189545134, 'total_prob_per_char': 1.2455042339431306, 'uncond_correct_prob': 1.652950572661991e-05, 'uncond_correct_prob_per_token': 0.0020768575642474245, 'uncond_correct_prob_per_char': 0.27789801815875964, 'uncond_total_prob': 8.147523943134319e-05, 'norm_correct_prob': 0.3119609293562672, 'norm_correct_prob_per_token': 0.23165322090143114, 'norm_correct_prob_per_char': 0.24366584610643036, 'primary_metric': 0.3090909090909091}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.0727272727272728, 'predicted_index_per_token': 1.3727272727272728, 'predicted_index_per_char': 1.3, 'predicted_index_per_byte': 1.3, 'predicted_index_uncond': 1.490909090909091, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.35454545454545455, 'acc_per_token': 0.20909090909090908, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.22727272727272727, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -25.40742440657182, 'logits_per_token_corr': -7.867962445217885, 'logits_per_char_corr': -1.3365854747863215, 'bits_per_byte_corr': 1.9282852361998317, 'correct_prob': 2.412279657807757e-05, 'correct_prob_per_token': 0.003386280549202576, 'correct_prob_per_char': 0.29885878325367077, 'margin': 1.472557067937393e-06, 'margin_per_token': -0.004400882710701573, 'margin_per_char': -0.0695660716280298, 'total_prob': 5.798381670771459e-05, 'total_prob_per_token': 0.01556650211182911, 'total_prob_per_char': 1.2387056103573488, 'uncond_correct_prob': 4.268695470082291e-05, 'uncond_correct_prob_per_token': 0.0018927229068778182, 'uncond_correct_prob_per_char': 0.274769219954761, 'uncond_total_prob': 0.0003032870108188493, 'norm_correct_prob': 0.3142077610476906, 'norm_correct_prob_per_token': 0.20984252239398862, 'norm_correct_prob_per_char': 0.24236687362135204, 'primary_metric': 0.35454545454545455}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.1727272727272726, 'predicted_index_per_token': 1.4727272727272727, 'predicted_index_per_char': 1.4, 'predicted_index_per_byte': 1.4, 'predicted_index_uncond': 1.6363636363636365, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -25.08260199806907, 'logits_per_token_corr': -7.670265191548763, 'logits_per_char_corr': -1.3151966976138365, 'bits_per_byte_corr': 1.897427753442387, 'correct_prob': 2.6076133711613297e-05, 'correct_prob_per_token': 0.003162561714190871, 'correct_prob_per_char': 0.30653620061869413, 'margin': -2.0670462083870218e-05, 'margin_per_token': -0.0045948417938080095, 'margin_per_char': -0.07291997842388992, 'total_prob': 9.097154968224473e-05, 'total_prob_per_token': 0.015179018721169163, 'total_prob_per_char': 1.2599238387775376, 'uncond_correct_prob': 2.3607620847406803e-05, 'uncond_correct_prob_per_token': 0.0020541144619079686, 'uncond_correct_prob_per_char': 0.2867402924276091, 'uncond_total_prob': 0.00018093161177157993, 'norm_correct_prob': 0.3250999193514198, 'norm_correct_prob_per_token': 0.23716825761751337, 'norm_correct_prob_per_char': 0.24440118139553724, 'primary_metric': 0.34545454545454546}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.1090909090909091, 'predicted_index_per_token': 1.3272727272727274, 'predicted_index_per_char': 1.3818181818181818, 'predicted_index_per_byte': 1.3818181818181818, 'predicted_index_uncond': 1.509090909090909, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3090909090909091, 'acc_per_token': 0.2, 'acc_per_char': 0.17272727272727273, 'acc_per_byte': 0.17272727272727273, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -25.388317797400735, 'logits_per_token_corr': -7.728199176489986, 'logits_per_char_corr': -1.3147895725675007, 'bits_per_byte_corr': 1.8968403961570157, 'correct_prob': 4.966951210168686e-05, 'correct_prob_per_token': 0.0030564114675637067, 'correct_prob_per_char': 0.30134690036857165, 'margin': -2.9167035876213154e-05, 'margin_per_token': -0.004353849677902905, 'margin_per_char': -0.07195758075765372, 'total_prob': 0.00016455622212803968, 'total_prob_per_token': 0.014852825972172686, 'total_prob_per_char': 1.2485260004474732, 'uncond_correct_prob': 8.940901706655355e-06, 'uncond_correct_prob_per_token': 0.0018825282456931337, 'uncond_correct_prob_per_char': 0.27794581502496113, 'uncond_total_prob': 4.9808460718024015e-05, 'norm_correct_prob': 0.30219640262757264, 'norm_correct_prob_per_token': 0.2244383217981613, 'norm_correct_prob_per_char': 0.24388232247549846, 'primary_metric': 0.3090909090909091}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.0272727272727273, 'predicted_index_per_token': 1.4090909090909092, 'predicted_index_per_char': 1.3454545454545455, 'predicted_index_per_byte': 1.3454545454545455, 'predicted_index_uncond': 1.5, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.19090909090909092, 'acc_per_char': 0.19090909090909092, 'acc_per_byte': 0.19090909090909092, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -24.88531390103427, 'logits_per_token_corr': -7.78258021235929, 'logits_per_char_corr': -1.3096786713728872, 'bits_per_byte_corr': 1.8894669243490683, 'correct_prob': 2.985010458390254e-05, 'correct_prob_per_token': 0.003439230326846732, 'correct_prob_per_char': 0.3029902264287989, 'margin': -1.3610531065452034e-05, 'margin_per_token': -0.005423767520727528, 'margin_per_char': -0.07398686980973573, 'total_prob': 0.00010157168729798736, 'total_prob_per_token': 0.017271565510531273, 'total_prob_per_char': 1.261744536314004, 'uncond_correct_prob': 5.41030083973589e-05, 'uncond_correct_prob_per_token': 0.0019195074602125447, 'uncond_correct_prob_per_char': 0.2719682346016899, 'uncond_total_prob': 0.00030251286285301116, 'norm_correct_prob': 0.286563617468128, 'norm_correct_prob_per_token': 0.20894717015683462, 'norm_correct_prob_per_char': 0.24117237718937307, 'primary_metric': 0.3}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.0818181818181818, 'predicted_index_per_token': 1.6545454545454545, 'predicted_index_per_char': 1.3636363636363635, 'predicted_index_per_byte': 1.3636363636363635, 'predicted_index_uncond': 1.6181818181818182, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.2636363636363636, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -24.437462520599365, 'logits_per_token_corr': -7.531948553698282, 'logits_per_char_corr': -1.2871036721354097, 'bits_per_byte_corr': 1.8568980849010635, 'correct_prob': 4.3218001925127055e-05, 'correct_prob_per_token': 0.0036183273630455335, 'correct_prob_per_char': 0.31284178933048595, 'margin': -4.6468263391819656e-05, 'margin_per_token': -0.006272871594574197, 'margin_per_char': -0.0727664996916661, 'total_prob': 0.00016234812667293452, 'total_prob_per_token': 0.018727139184716635, 'total_prob_per_char': 1.2859822384746915, 'uncond_correct_prob': 1.8957855432228554e-05, 'uncond_correct_prob_per_token': 0.001958488853242669, 'uncond_correct_prob_per_char': 0.27660597766620926, 'uncond_total_prob': 0.00013115886073048868, 'norm_correct_prob': 0.32415326357294455, 'norm_correct_prob_per_token': 0.23688747600950966, 'norm_correct_prob_per_char': 0.2451644143205877, 'primary_metric': 0.34545454545454546}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.1181818181818182, 'predicted_index_per_token': 1.3909090909090909, 'predicted_index_per_char': 1.3818181818181818, 'predicted_index_per_byte': 1.3818181818181818, 'predicted_index_uncond': 1.3636363636363635, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.2, 'acc_per_char': 0.18181818181818182, 'acc_per_byte': 0.18181818181818182, 'acc_uncond': 0.24545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -24.855749386007137, 'logits_per_token_corr': -7.545211477921902, 'logits_per_char_corr': -1.2933440759396213, 'bits_per_byte_corr': 1.865901084522551, 'correct_prob': 7.026328995052938e-05, 'correct_prob_per_token': 0.0036330898374181786, 'correct_prob_per_char': 0.3109537295461832, 'margin': -2.839576039050187e-06, 'margin_per_token': -0.004369239355305393, 'margin_per_char': -0.07449826431930658, 'total_prob': 0.0001809679488097223, 'total_prob_per_token': 0.016640092765317912, 'total_prob_per_char': 1.2880863167778267, 'uncond_correct_prob': 1.348431523937486e-05, 'uncond_correct_prob_per_token': 0.0020383782261063793, 'uncond_correct_prob_per_char': 0.26117574274925665, 'uncond_total_prob': 0.0001275805954784945, 'norm_correct_prob': 0.29492292359059696, 'norm_correct_prob_per_token': 0.22126530889364715, 'norm_correct_prob_per_char': 0.24286452516905327, 'primary_metric': 0.3}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.1545454545454545, 'predicted_index_per_token': 1.4454545454545455, 'predicted_index_per_char': 1.4363636363636363, 'predicted_index_per_byte': 1.4363636363636363, 'predicted_index_uncond': 1.5727272727272728, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2818181818181818, 'acc_per_token': 0.18181818181818182, 'acc_per_char': 0.19090909090909092, 'acc_per_byte': 0.19090909090909092, 'acc_uncond': 0.2818181818181818, 'no_answer': 0.0, 'sum_logits_corr': -24.767413633519954, 'logits_per_token_corr': -7.7290418670639225, 'logits_per_char_corr': -1.300080943913811, 'bits_per_byte_corr': 1.8756203305400452, 'correct_prob': 2.7908703250637822e-05, 'correct_prob_per_token': 0.003937484925430221, 'correct_prob_per_char': 0.3068430981332883, 'margin': -1.7091168213066577e-05, 'margin_per_token': -0.005608098957756378, 'margin_per_char': -0.0745696862937238, 'total_prob': 9.610601687086184e-05, 'total_prob_per_token': 0.018668295894585057, 'total_prob_per_char': 1.275602953058219, 'uncond_correct_prob': 0.0002008263495849291, 'uncond_correct_prob_per_token': 0.001871712812812402, 'uncond_correct_prob_per_char': 0.2611618072053243, 'uncond_total_prob': 0.0012694819896136116, 'norm_correct_prob': 0.2817673367151995, 'norm_correct_prob_per_token': 0.20721951070330966, 'norm_correct_prob_per_char': 0.2420335296286579, 'primary_metric': 0.2818181818181818}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.1454545454545455, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.3545454545454545, 'predicted_index_per_byte': 1.3545454545454545, 'predicted_index_uncond': 1.5727272727272728, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3090909090909091, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.20909090909090908, 'acc_per_byte': 0.20909090909090908, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -24.55188143036582, 'logits_per_token_corr': -7.621665607905022, 'logits_per_char_corr': -1.2989720305049515, 'bits_per_byte_corr': 1.874020506664307, 'correct_prob': 3.616422355049723e-05, 'correct_prob_per_token': 0.0036627233083045994, 'correct_prob_per_char': 0.3111424677252329, 'margin': -1.9212955237084828e-05, 'margin_per_token': -0.005498102081149184, 'margin_per_char': -0.07577084886514954, 'total_prob': 0.00011374307197169823, 'total_prob_per_token': 0.017944284908594777, 'total_prob_per_char': 1.29216834893982, 'uncond_correct_prob': 2.272493255407446e-05, 'uncond_correct_prob_per_token': 0.0022114938417873284, 'uncond_correct_prob_per_char': 0.28659520383362325, 'uncond_total_prob': 0.00013365044289685547, 'norm_correct_prob': 0.30133534226378383, 'norm_correct_prob_per_token': 0.21595399424166117, 'norm_correct_prob_per_char': 0.24086096467780033, 'primary_metric': 0.3090909090909091}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.1636363636363636, 'predicted_index_per_token': 1.4636363636363636, 'predicted_index_per_char': 1.3181818181818181, 'predicted_index_per_byte': 1.3181818181818181, 'predicted_index_uncond': 1.5545454545454545, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2909090909090909, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.18181818181818182, 'acc_per_byte': 0.18181818181818182, 'acc_uncond': 0.24545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -24.915893589366565, 'logits_per_token_corr': -7.68922215224989, 'logits_per_char_corr': -1.303430918996675, 'bits_per_byte_corr': 1.8804533229791982, 'correct_prob': 5.0027502140941086e-05, 'correct_prob_per_token': 0.003753300145294457, 'correct_prob_per_char': 0.30607775404946275, 'margin': -1.5188001865610864e-05, 'margin_per_token': -0.004906747099172861, 'margin_per_char': -0.07455700185287846, 'total_prob': 0.0001594548781657515, 'total_prob_per_token': 0.017468724978070508, 'total_prob_per_char': 1.2720912824168717, 'uncond_correct_prob': 2.5067042028143924e-05, 'uncond_correct_prob_per_token': 0.0019827295296787678, 'uncond_correct_prob_per_char': 0.2676509476974009, 'uncond_total_prob': 0.00017121826724529325, 'norm_correct_prob': 0.2930336479166916, 'norm_correct_prob_per_token': 0.2276520014774833, 'norm_correct_prob_per_char': 0.24194676664893533, 'primary_metric': 0.2909090909090909}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.2, 'predicted_index_per_token': 1.5363636363636364, 'predicted_index_per_char': 1.4363636363636363, 'predicted_index_per_byte': 1.4363636363636363, 'predicted_index_uncond': 1.6636363636363636, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2818181818181818, 'acc_per_token': 0.16363636363636364, 'acc_per_char': 0.16363636363636364, 'acc_per_byte': 0.16363636363636364, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -24.46373349536549, 'logits_per_token_corr': -7.622888519921183, 'logits_per_char_corr': -1.280596462956731, 'bits_per_byte_corr': 1.8475101664889504, 'correct_prob': 3.8515270460139066e-05, 'correct_prob_per_token': 0.00405715720003813, 'correct_prob_per_char': 0.3123111476742256, 'margin': -1.576470786961402e-05, 'margin_per_token': -0.006015037909932948, 'margin_per_char': -0.06974712503401108, 'total_prob': 0.00011734650894428969, 'total_prob_per_token': 0.019680884319828406, 'total_prob_per_char': 1.28718924787589, 'uncond_correct_prob': 6.050305163864551e-05, 'uncond_correct_prob_per_token': 0.0019450026759734894, 'uncond_correct_prob_per_char': 0.2698257184440036, 'uncond_total_prob': 0.00043144743421816143, 'norm_correct_prob': 0.3006497370253791, 'norm_correct_prob_per_token': 0.2152559138323258, 'norm_correct_prob_per_char': 0.24373105948270984, 'primary_metric': 0.2818181818181818}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.1181818181818182, 'predicted_index_per_token': 1.5272727272727273, 'predicted_index_per_char': 1.3909090909090909, 'predicted_index_per_byte': 1.3909090909090909, 'predicted_index_uncond': 1.4181818181818182, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2727272727272727, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.20909090909090908, 'acc_per_byte': 0.20909090909090908, 'acc_uncond': 0.2636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -24.435841889814895, 'logits_per_token_corr': -7.656352020279096, 'logits_per_char_corr': -1.302442386142143, 'bits_per_byte_corr': 1.8790271715322087, 'correct_prob': 3.578298138198967e-05, 'correct_prob_per_token': 0.003853127563126003, 'correct_prob_per_char': 0.31075974192151573, 'margin': -1.756224399866139e-05, 'margin_per_token': -0.005282609801787673, 'margin_per_char': -0.07527136993179802, 'total_prob': 0.00011015291767578414, 'total_prob_per_token': 0.018065145549596377, 'total_prob_per_char': 1.286013337408526, 'uncond_correct_prob': 2.125687869864161e-05, 'uncond_correct_prob_per_token': 0.0021996528589978094, 'uncond_correct_prob_per_char': 0.279268473171951, 'uncond_total_prob': 0.00014007055080102342, 'norm_correct_prob': 0.2936439034779166, 'norm_correct_prob_per_token': 0.2264210242718097, 'norm_correct_prob_per_char': 0.241866717520892, 'primary_metric': 0.2727272727272727}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.1545454545454545, 'predicted_index_per_token': 1.4090909090909092, 'predicted_index_per_char': 1.209090909090909, 'predicted_index_per_byte': 1.209090909090909, 'predicted_index_uncond': 1.4181818181818182, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3181818181818182, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.18181818181818182, 'acc_per_byte': 0.18181818181818182, 'acc_uncond': 0.2818181818181818, 'no_answer': 0.0, 'sum_logits_corr': -24.279368808052755, 'logits_per_token_corr': -7.360475473694217, 'logits_per_char_corr': -1.2605147985157457, 'bits_per_byte_corr': 1.8185384487871232, 'correct_prob': 7.915609654463971e-05, 'correct_prob_per_token': 0.004216286311629703, 'correct_prob_per_char': 0.3191792554782546, 'margin': -3.776101617852012e-05, 'margin_per_token': -0.005539241781642022, 'margin_per_char': -0.07238361134376343, 'total_prob': 0.00023556851204685256, 'total_prob_per_token': 0.01943094323874355, 'total_prob_per_char': 1.3204484101623728, 'uncond_correct_prob': 1.799365012711062e-05, 'uncond_correct_prob_per_token': 0.0020761453590849425, 'uncond_correct_prob_per_char': 0.27647621951645523, 'uncond_total_prob': 0.00011521149310336559, 'norm_correct_prob': 0.31413897541784996, 'norm_correct_prob_per_token': 0.2270927950995863, 'norm_correct_prob_per_char': 0.24426768683801017, 'primary_metric': 0.3181818181818182}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.1818181818181819, 'predicted_index_per_token': 1.4272727272727272, 'predicted_index_per_char': 1.3727272727272728, 'predicted_index_per_byte': 1.3727272727272728, 'predicted_index_uncond': 1.690909090909091, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2818181818181818, 'acc_per_token': 0.15454545454545454, 'acc_per_char': 0.16363636363636364, 'acc_per_byte': 0.16363636363636364, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -24.20050745010376, 'logits_per_token_corr': -7.514792448422449, 'logits_per_char_corr': -1.267432626066834, 'bits_per_byte_corr': 1.8285187642888114, 'correct_prob': 4.073973183618897e-05, 'correct_prob_per_token': 0.00428222639676856, 'correct_prob_per_char': 0.3169673533878268, 'margin': -1.6080018250279765e-05, 'margin_per_token': -0.006256415433049653, 'margin_per_char': -0.07082822305968323, 'total_prob': 0.00012542983034689978, 'total_prob_per_token': 0.020664407754923446, 'total_prob_per_char': 1.3032226901713273, 'uncond_correct_prob': 4.6957898352362346e-05, 'uncond_correct_prob_per_token': 0.0020341496655539217, 'uncond_correct_prob_per_char': 0.27265736398355006, 'uncond_total_prob': 0.0002947453914557072, 'norm_correct_prob': 0.3095396177247725, 'norm_correct_prob_per_token': 0.2140638311825922, 'norm_correct_prob_per_char': 0.24440736189641926, 'primary_metric': 0.2818181818181818}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.1545454545454545, 'predicted_index_per_token': 1.4545454545454546, 'predicted_index_per_char': 1.3727272727272728, 'predicted_index_per_byte': 1.3727272727272728, 'predicted_index_uncond': 1.5818181818181818, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3181818181818182, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.22727272727272727, 'acc_uncond': 0.21818181818181817, 'no_answer': 0.0, 'sum_logits_corr': -24.321877098083498, 'logits_per_token_corr': -7.633069824649048, 'logits_per_char_corr': -1.3001255186157572, 'bits_per_byte_corr': 1.8756846382414922, 'correct_prob': 3.50542086683219e-05, 'correct_prob_per_token': 0.003888144376031539, 'correct_prob_per_char': 0.31260868850168444, 'margin': -1.1032892496237482e-05, 'margin_per_token': -0.00551042262937009, 'margin_per_char': -0.07146812215127223, 'total_prob': 9.780645470641933e-05, 'total_prob_per_token': 0.018491734416144254, 'total_prob_per_char': 1.286424293168527, 'uncond_correct_prob': 2.1444334619056398e-05, 'uncond_correct_prob_per_token': 0.0022690119989863607, 'uncond_correct_prob_per_char': 0.28329185778590527, 'uncond_total_prob': 0.00014896032529693293, 'norm_correct_prob': 0.30592165685802175, 'norm_correct_prob_per_token': 0.2291981847911103, 'norm_correct_prob_per_char': 0.24302873098709132, 'primary_metric': 0.3181818181818182}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.0818181818181818, 'predicted_index_per_token': 1.3727272727272728, 'predicted_index_per_char': 1.3181818181818181, 'predicted_index_per_byte': 1.3181818181818181, 'predicted_index_uncond': 1.5272727272727273, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2909090909090909, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.19090909090909092, 'acc_per_byte': 0.19090909090909092, 'acc_uncond': 0.2909090909090909, 'no_answer': 0.0, 'sum_logits_corr': -24.097598145224833, 'logits_per_token_corr': -7.3662420894617755, 'logits_per_char_corr': -1.2640959121058777, 'bits_per_byte_corr': 1.8237049036044712, 'correct_prob': 6.615464886634064e-05, 'correct_prob_per_token': 0.004194444935685658, 'correct_prob_per_char': 0.32031088987703554, 'margin': -3.227293129522709e-05, 'margin_per_token': -0.005577888990472063, 'margin_per_char': -0.0727436455980723, 'total_prob': 0.0001967145665298159, 'total_prob_per_token': 0.01964940527905459, 'total_prob_per_char': 1.3251064486601438, 'uncond_correct_prob': 1.8301954535065308e-05, 'uncond_correct_prob_per_token': 0.0022204380241413434, 'uncond_correct_prob_per_char': 0.27872084696745636, 'uncond_total_prob': 0.00010900888354227805, 'norm_correct_prob': 0.3071494108615857, 'norm_correct_prob_per_token': 0.22754412481118194, 'norm_correct_prob_per_char': 0.24258732385455295, 'primary_metric': 0.2909090909090909}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.1272727272727272, 'predicted_index_per_token': 1.4727272727272727, 'predicted_index_per_char': 1.3363636363636364, 'predicted_index_per_byte': 1.3363636363636364, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.18181818181818182, 'acc_per_char': 0.17272727272727273, 'acc_per_byte': 0.17272727272727273, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -24.302793125672775, 'logits_per_token_corr': -7.6013505730335975, 'logits_per_char_corr': -1.278405985442336, 'bits_per_byte_corr': 1.8443499754417518, 'correct_prob': 3.614700785688424e-05, 'correct_prob_per_token': 0.004212664381158134, 'correct_prob_per_char': 0.31391814444349897, 'margin': -1.524182791374105e-05, 'margin_per_token': -0.0059636282422290705, 'margin_per_char': -0.07110394449027216, 'total_prob': 0.00011297008806891673, 'total_prob_per_token': 0.02021007688701527, 'total_prob_per_char': 1.2948993023656215, 'uncond_correct_prob': 8.733590338987668e-05, 'uncond_correct_prob_per_token': 0.0019999906787096905, 'uncond_correct_prob_per_char': 0.2733851463325736, 'uncond_total_prob': 0.0005511039709233626, 'norm_correct_prob': 0.3100563942823382, 'norm_correct_prob_per_token': 0.21448578092401993, 'norm_correct_prob_per_char': 0.24348270194276783, 'primary_metric': 0.3}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.0909090909090908, 'predicted_index_per_token': 1.518181818181818, 'predicted_index_per_char': 1.4090909090909092, 'predicted_index_per_byte': 1.4090909090909092, 'predicted_index_uncond': 1.5818181818181818, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2909090909090909, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -24.12137793194164, 'logits_per_token_corr': -7.561996382474915, 'logits_per_char_corr': -1.2880171860119802, 'bits_per_byte_corr': 1.8582160068405766, 'correct_prob': 4.260127250181298e-05, 'correct_prob_per_token': 0.004089665448801559, 'correct_prob_per_char': 0.31632750305750845, 'margin': -2.2286113458609955e-05, 'margin_per_token': -0.005861801676065816, 'margin_per_char': -0.07177932008861318, 'total_prob': 0.00012793934430721816, 'total_prob_per_token': 0.019575234030740914, 'total_prob_per_char': 1.3022269278511829, 'uncond_correct_prob': 2.2903928333094876e-05, 'uncond_correct_prob_per_token': 0.0022658667486816133, 'uncond_correct_prob_per_char': 0.281905075893146, 'uncond_total_prob': 0.00016846672529514212, 'norm_correct_prob': 0.2991812442944965, 'norm_correct_prob_per_token': 0.22869411251301616, 'norm_correct_prob_per_char': 0.24259936142495842, 'primary_metric': 0.2909090909090909}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.1454545454545455, 'predicted_index_per_token': 1.3909090909090909, 'predicted_index_per_char': 1.2454545454545454, 'predicted_index_per_byte': 1.2454545454545454, 'predicted_index_uncond': 1.4727272727272727, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3181818181818182, 'acc_per_token': 0.21818181818181817, 'acc_per_char': 0.18181818181818182, 'acc_per_byte': 0.18181818181818182, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -23.988522755015982, 'logits_per_token_corr': -7.3230217462735405, 'logits_per_char_corr': -1.2561870122649672, 'bits_per_byte_corr': 1.8122947730250933, 'correct_prob': 7.164204825644336e-05, 'correct_prob_per_token': 0.004347981614627523, 'correct_prob_per_char': 0.3224330008644731, 'margin': -3.4411471544230955e-05, 'margin_per_token': -0.005355118552226539, 'margin_per_char': -0.07194821225680786, 'total_prob': 0.00021302872663466737, 'total_prob_per_token': 0.019898098343802104, 'total_prob_per_char': 1.3315622192369536, 'uncond_correct_prob': 1.8391363138070406e-05, 'uncond_correct_prob_per_token': 0.002266622341484854, 'uncond_correct_prob_per_char': 0.280880832069049, 'uncond_total_prob': 0.00010732349129413432, 'norm_correct_prob': 0.31097749161531835, 'norm_correct_prob_per_token': 0.22775945358513452, 'norm_correct_prob_per_char': 0.24330325426610877, 'primary_metric': 0.3181818181818182}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.1636363636363636, 'predicted_index_per_token': 1.4090909090909092, 'predicted_index_per_char': 1.3545454545454545, 'predicted_index_per_byte': 1.3545454545454545, 'predicted_index_uncond': 1.6090909090909091, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2818181818181818, 'acc_per_token': 0.16363636363636364, 'acc_per_char': 0.17272727272727273, 'acc_per_byte': 0.17272727272727273, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -24.38154454231262, 'logits_per_token_corr': -7.630239228160033, 'logits_per_char_corr': -1.2824836126054437, 'bits_per_byte_corr': 1.8502327479285652, 'correct_prob': 3.4773010852330835e-05, 'correct_prob_per_token': 0.004159547030708736, 'correct_prob_per_char': 0.31260576032742876, 'margin': -1.5484348896885825e-05, 'margin_per_token': -0.005920443460146157, 'margin_per_char': -0.07213208139167322, 'total_prob': 0.00011039982073112267, 'total_prob_per_token': 0.020061194828780514, 'total_prob_per_char': 1.2926991971724555, 'uncond_correct_prob': 8.641486470372115e-05, 'uncond_correct_prob_per_token': 0.001990865457129723, 'uncond_correct_prob_per_char': 0.27225362452106855, 'uncond_total_prob': 0.0005458777542431067, 'norm_correct_prob': 0.3036144471542177, 'norm_correct_prob_per_token': 0.21201352229580803, 'norm_correct_prob_per_char': 0.24280887494088796, 'primary_metric': 0.2818181818181818}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.0363636363636364, 'predicted_index_per_token': 1.4454545454545455, 'predicted_index_per_char': 1.3727272727272728, 'predicted_index_per_byte': 1.3727272727272728, 'predicted_index_uncond': 1.5727272727272728, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.19090909090909092, 'acc_per_byte': 0.19090909090909092, 'acc_uncond': 0.2636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -24.146294221011075, 'logits_per_token_corr': -7.562097311405629, 'logits_per_char_corr': -1.288267643605503, 'bits_per_byte_corr': 1.858577340768705, 'correct_prob': 4.2638595054947856e-05, 'correct_prob_per_token': 0.004013733450133012, 'correct_prob_per_char': 0.3158576006195612, 'margin': -1.946776484227766e-05, 'margin_per_token': -0.005819020714374976, 'margin_per_char': -0.07203985850447232, 'total_prob': 0.0001248049245624331, 'total_prob_per_token': 0.019331322518840767, 'total_prob_per_char': 1.300961679052256, 'uncond_correct_prob': 2.3769591428261517e-05, 'uncond_correct_prob_per_token': 0.00224543253154351, 'uncond_correct_prob_per_char': 0.2813600748446626, 'uncond_total_prob': 0.0001776772627540705, 'norm_correct_prob': 0.2991249875520545, 'norm_correct_prob_per_token': 0.22733140197373156, 'norm_correct_prob_per_char': 0.24270829844041691, 'primary_metric': 0.3}
|
10M
|
DCLM-Baseline
|
mmlu_public_relations
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.1363636363636365, 'predicted_index_per_token': 1.4272727272727272, 'predicted_index_per_char': 1.309090909090909, 'predicted_index_per_byte': 1.309090909090909, 'predicted_index_uncond': 1.4363636363636363, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2909090909090909, 'acc_per_token': 0.21818181818181817, 'acc_per_char': 0.19090909090909092, 'acc_per_byte': 0.19090909090909092, 'acc_uncond': 0.2909090909090909, 'no_answer': 0.0, 'sum_logits_corr': -24.008647164431487, 'logits_per_token_corr': -7.328218881675611, 'logits_per_char_corr': -1.2571542943181526, 'bits_per_byte_corr': 1.813690266046366, 'correct_prob': 7.130108338613846e-05, 'correct_prob_per_token': 0.00435872628109369, 'correct_prob_per_char': 0.3221877082309667, 'margin': -3.3846097321761545e-05, 'margin_per_token': -0.0054583534613128135, 'margin_per_char': -0.07263264276105048, 'total_prob': 0.00021212862188336093, 'total_prob_per_token': 0.020042777160861797, 'total_prob_per_char': 1.3322648385253104, 'uncond_correct_prob': 1.749813811136358e-05, 'uncond_correct_prob_per_token': 0.0022402039283311755, 'uncond_correct_prob_per_char': 0.27925682804441204, 'uncond_total_prob': 0.00010345085427093095, 'norm_correct_prob': 0.30780030743745035, 'norm_correct_prob_per_token': 0.22656571963865882, 'norm_correct_prob_per_char': 0.24304292111557843, 'primary_metric': 0.2909090909090909}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.816326530612245, 'predicted_index_per_token': 1.5224489795918368, 'predicted_index_per_char': 1.5224489795918368, 'predicted_index_per_byte': 1.5224489795918368, 'predicted_index_uncond': 1.563265306122449, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2612244897959184, 'acc_per_char': 0.1836734693877551, 'acc_per_byte': 0.1836734693877551, 'acc_uncond': 0.21224489795918366, 'no_answer': 0.0, 'sum_logits_corr': -330.68367971303513, 'logits_per_token_corr': -10.909186976964124, 'logits_per_char_corr': -2.0797469936544433, 'bits_per_byte_corr': 3.000440674051151, 'correct_prob': 5.2347399782559854e-08, 'correct_prob_per_token': 1.8376081910448373e-05, 'correct_prob_per_char': 0.13219017669440614, 'margin': -1.3707416770002847e-07, 'margin_per_token': -1.341704235051118e-06, 'margin_per_char': -0.03517762571032347, 'total_prob': 4.230160401628807e-07, 'total_prob_per_token': 7.521424190402782e-05, 'total_prob_per_char': 0.565272091477063, 'uncond_correct_prob': 8.122849361416914e-08, 'uncond_correct_prob_per_token': 1.8450081776128618e-05, 'uncond_correct_prob_per_char': 0.1322116235644921, 'uncond_total_prob': 4.974171607350256e-07, 'norm_correct_prob': 0.31505527029685987, 'norm_correct_prob_per_token': 0.2441576135215746, 'norm_correct_prob_per_char': 0.2327828784247036, 'primary_metric': 0.31020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.8040816326530613, 'predicted_index_per_token': 1.8, 'predicted_index_per_char': 1.510204081632653, 'predicted_index_per_byte': 1.510204081632653, 'predicted_index_uncond': 1.6326530612244898, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3346938775510204, 'acc_per_token': 0.3346938775510204, 'acc_per_char': 0.18775510204081633, 'acc_per_byte': 0.18775510204081633, 'acc_uncond': 0.2653061224489796, 'no_answer': 0.0, 'sum_logits_corr': -328.8652363835549, 'logits_per_token_corr': -10.792895060422255, 'logits_per_char_corr': -2.0549670637102, 'bits_per_byte_corr': 2.9646907920069907, 'correct_prob': 7.533174424556347e-08, 'correct_prob_per_token': 2.0589362651890938e-05, 'correct_prob_per_char': 0.13465110164490057, 'margin': -1.2482451448564906e-07, 'margin_per_token': -6.495773535227102e-07, 'margin_per_char': -0.03470044094551422, 'total_prob': 4.918640188793698e-07, 'total_prob_per_token': 8.164192898785614e-05, 'total_prob_per_char': 0.5730485476516088, 'uncond_correct_prob': 9.489745396590128e-08, 'uncond_correct_prob_per_token': 1.891416957264802e-05, 'uncond_correct_prob_per_char': 0.1328569617689594, 'uncond_total_prob': 5.213330378547454e-07, 'norm_correct_prob': 0.32243867378617685, 'norm_correct_prob_per_token': 0.2521788257138579, 'norm_correct_prob_per_char': 0.23424562593423728, 'primary_metric': 0.3346938775510204}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.7714285714285714, 'predicted_index_per_token': 1.7346938775510203, 'predicted_index_per_char': 1.5183673469387755, 'predicted_index_per_byte': 1.5183673469387755, 'predicted_index_uncond': 1.506122448979592, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.34285714285714286, 'acc_per_char': 0.1836734693877551, 'acc_per_byte': 0.1836734693877551, 'acc_uncond': 0.21224489795918366, 'no_answer': 0.0, 'sum_logits_corr': -330.1678174271876, 'logits_per_token_corr': -10.833758377148708, 'logits_per_char_corr': -2.062421915386875, 'bits_per_byte_corr': 2.9754458695514985, 'correct_prob': 6.259589466709201e-08, 'correct_prob_per_token': 1.9778793439311485e-05, 'correct_prob_per_char': 0.13361747070390492, 'margin': -1.8221628180537124e-07, 'margin_per_token': -5.865840625698584e-07, 'margin_per_char': -0.03428838740261429, 'total_prob': 5.59730369136939e-07, 'total_prob_per_token': 7.815313674388706e-05, 'total_prob_per_char': 0.5684911930920855, 'uncond_correct_prob': 7.720494768551823e-08, 'uncond_correct_prob_per_token': 2.002863489324995e-05, 'uncond_correct_prob_per_char': 0.13400432907928123, 'uncond_total_prob': 4.947486109901937e-07, 'norm_correct_prob': 0.3181801951825879, 'norm_correct_prob_per_token': 0.25301470948861476, 'norm_correct_prob_per_char': 0.2342990189785491, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.7918367346938775, 'predicted_index_per_token': 1.4979591836734694, 'predicted_index_per_char': 1.3510204081632653, 'predicted_index_per_byte': 1.3510204081632653, 'predicted_index_uncond': 1.3959183673469389, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.2897959183673469, 'acc_per_char': 0.24081632653061225, 'acc_per_byte': 0.24081632653061225, 'acc_uncond': 0.22040816326530613, 'no_answer': 0.0, 'sum_logits_corr': -143.99978485107422, 'logits_per_token_corr': -4.803662345503412, 'logits_per_char_corr': -0.910819132929837, 'bits_per_byte_corr': 1.3140342462256054, 'correct_prob': 1.677380401560263e-07, 'correct_prob_per_token': 0.010351367110564147, 'correct_prob_per_char': 0.4099212576186575, 'margin': -1.6933671810831686e-07, 'margin_per_token': -0.0024895312712179185, 'margin_per_char': -0.041990781005403925, 'total_prob': 5.660796254992668e-07, 'total_prob_per_token': 0.03782360557387261, 'total_prob_per_char': 1.6611546543045423, 'uncond_correct_prob': 7.850623815004922e-08, 'uncond_correct_prob_per_token': 0.008634965154402442, 'uncond_correct_prob_per_char': 0.39551754840761577, 'uncond_total_prob': 3.924172109189006e-07, 'norm_correct_prob': 0.306564778410964, 'norm_correct_prob_per_token': 0.27716828556077566, 'norm_correct_prob_per_char': 0.24727127866691206, 'primary_metric': 0.30612244897959184}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.763265306122449, 'predicted_index_per_token': 1.4408163265306122, 'predicted_index_per_char': 1.4122448979591837, 'predicted_index_per_byte': 1.4122448979591837, 'predicted_index_uncond': 1.363265306122449, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3020408163265306, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.17142857142857143, 'no_answer': 0.0, 'sum_logits_corr': -144.34940672504658, 'logits_per_token_corr': -4.81758404985567, 'logits_per_char_corr': -0.9140719336009228, 'bits_per_byte_corr': 1.3187270456227846, 'correct_prob': 4.2995566695824776e-07, 'correct_prob_per_token': 0.009893680649376563, 'correct_prob_per_char': 0.40785507860533304, 'margin': -2.4178601204485416e-06, 'margin_per_token': -0.0030409039909771412, 'margin_per_char': -0.04602575829776084, 'total_prob': 3.62866192643502e-06, 'total_prob_per_token': 0.03721853186677997, 'total_prob_per_char': 1.6601944576874328, 'uncond_correct_prob': 1.701304065578487e-07, 'uncond_correct_prob_per_token': 0.0066357964294946475, 'uncond_correct_prob_per_char': 0.37812967109844176, 'uncond_total_prob': 8.046823921962103e-07, 'norm_correct_prob': 0.30342431249354673, 'norm_correct_prob_per_token': 0.2677813183266682, 'norm_correct_prob_per_char': 0.2462580290445915, 'primary_metric': 0.3020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.7469387755102042, 'predicted_index_per_token': 1.5551020408163265, 'predicted_index_per_char': 1.4122448979591837, 'predicted_index_per_byte': 1.4122448979591837, 'predicted_index_uncond': 1.3551020408163266, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.31020408163265306, 'acc_per_char': 0.24081632653061225, 'acc_per_byte': 0.24081632653061225, 'acc_uncond': 0.20816326530612245, 'no_answer': 0.0, 'sum_logits_corr': -145.57771031515938, 'logits_per_token_corr': -4.866048550532714, 'logits_per_char_corr': -0.9217546669084126, 'bits_per_byte_corr': 1.3298108868659806, 'correct_prob': 9.109192532288995e-08, 'correct_prob_per_token': 0.010094947387766904, 'correct_prob_per_char': 0.40637831556439363, 'margin': -9.243584882820392e-08, 'margin_per_token': -0.0017046219176321412, 'margin_per_char': -0.03792521913447469, 'total_prob': 2.891884238456369e-07, 'total_prob_per_token': 0.03565431623829581, 'total_prob_per_char': 1.639236825171653, 'uncond_correct_prob': 4.598599455606347e-08, 'uncond_correct_prob_per_token': 0.007898261030134109, 'uncond_correct_prob_per_char': 0.3898463466811284, 'uncond_total_prob': 4.7171006177979276e-07, 'norm_correct_prob': 0.31792329840707667, 'norm_correct_prob_per_token': 0.28353160698471475, 'norm_correct_prob_per_char': 0.24880795403199524, 'primary_metric': 0.3183673469387755}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.763265306122449, 'predicted_index_per_token': 1.5959183673469388, 'predicted_index_per_char': 1.4612244897959183, 'predicted_index_per_byte': 1.4612244897959183, 'predicted_index_uncond': 1.4857142857142858, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.34285714285714286, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.2693877551020408, 'no_answer': 0.0, 'sum_logits_corr': -141.3577810715656, 'logits_per_token_corr': -4.652605484156154, 'logits_per_char_corr': -0.8791802551104283, 'bits_per_byte_corr': 1.2683889940962199, 'correct_prob': 1.7122248300992217e-07, 'correct_prob_per_token': 0.01239588798875209, 'correct_prob_per_char': 0.42238706252532565, 'margin': -4.1333762646093234e-07, 'margin_per_token': -0.0018247343394815194, 'margin_per_char': -0.03628450294633154, 'total_prob': 8.436595929345535e-07, 'total_prob_per_token': 0.04227226320361699, 'total_prob_per_char': 1.6913875993162701, 'uncond_correct_prob': 5.767183527932061e-08, 'uncond_correct_prob_per_token': 0.008201761718628154, 'uncond_correct_prob_per_char': 0.39429349409605124, 'uncond_total_prob': 4.1370355846860694e-07, 'norm_correct_prob': 0.3170399767567487, 'norm_correct_prob_per_token': 0.29097693700093447, 'norm_correct_prob_per_char': 0.25040448267945936, 'primary_metric': 0.3183673469387755}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.7591836734693878, 'predicted_index_per_token': 1.3755102040816327, 'predicted_index_per_char': 1.3183673469387756, 'predicted_index_per_byte': 1.3183673469387756, 'predicted_index_uncond': 1.3306122448979592, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.20408163265306123, 'acc_per_byte': 0.20408163265306123, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -143.4481016120132, 'logits_per_token_corr': -4.906351470600021, 'logits_per_char_corr': -0.9336139870834792, 'bits_per_byte_corr': 1.3469202692708757, 'correct_prob': 3.9000503553111876e-08, 'correct_prob_per_token': 0.009432280416178069, 'correct_prob_per_char': 0.402620956832196, 'margin': -1.8792897506133774e-07, 'margin_per_token': -0.0033818583209706994, 'margin_per_char': -0.04992348979264069, 'total_prob': 3.2639768819181033e-07, 'total_prob_per_token': 0.03682159468908273, 'total_prob_per_char': 1.6513958693541173, 'uncond_correct_prob': 2.526572622589888e-07, 'uncond_correct_prob_per_token': 0.00819157558943327, 'uncond_correct_prob_per_char': 0.3922316306608477, 'uncond_total_prob': 1.2278091416989232e-06, 'norm_correct_prob': 0.3108880956127386, 'norm_correct_prob_per_token': 0.2591398449084527, 'norm_correct_prob_per_char': 0.24424300355905182, 'primary_metric': 0.31020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.7714285714285714, 'predicted_index_per_token': 1.379591836734694, 'predicted_index_per_char': 1.4081632653061225, 'predicted_index_per_byte': 1.4081632653061225, 'predicted_index_uncond': 1.3224489795918368, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2612244897959184, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -142.07595030336964, 'logits_per_token_corr': -4.8426098414978025, 'logits_per_char_corr': -0.9218686407267177, 'bits_per_byte_corr': 1.3299753163284405, 'correct_prob': 5.275213821608106e-08, 'correct_prob_per_token': 0.009669249686315946, 'correct_prob_per_char': 0.4065173653721075, 'margin': -8.191654304811113e-08, 'margin_per_token': -0.0040775971132905806, 'margin_per_char': -0.05132421009526282, 'total_prob': 2.9204153822544283e-07, 'total_prob_per_token': 0.03922300598542144, 'total_prob_per_char': 1.6725207434774156, 'uncond_correct_prob': 4.1414876997860495e-08, 'uncond_correct_prob_per_token': 0.006896425944942978, 'uncond_correct_prob_per_char': 0.3820539893626309, 'uncond_total_prob': 2.6689928672087003e-07, 'norm_correct_prob': 0.307923552936865, 'norm_correct_prob_per_token': 0.2552272184185449, 'norm_correct_prob_per_char': 0.24345704454433925, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.7510204081632652, 'predicted_index_per_token': 1.546938775510204, 'predicted_index_per_char': 1.3591836734693878, 'predicted_index_per_byte': 1.3591836734693878, 'predicted_index_uncond': 1.4489795918367347, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2897959183673469, 'acc_per_char': 0.23265306122448978, 'acc_per_byte': 0.23265306122448978, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -140.24638064248222, 'logits_per_token_corr': -4.628464271587808, 'logits_per_char_corr': -0.8750751162373341, 'bits_per_byte_corr': 1.2624665306018423, 'correct_prob': 2.254650072565161e-07, 'correct_prob_per_token': 0.012396210838043861, 'correct_prob_per_char': 0.4235269961437109, 'margin': -2.968993571012534e-07, 'margin_per_token': -0.002529380749947494, 'margin_per_char': -0.03899540240748704, 'total_prob': 1.2541262735562445e-06, 'total_prob_per_token': 0.04391613527761815, 'total_prob_per_char': 1.7056221753427712, 'uncond_correct_prob': 4.1775208324025375e-08, 'uncond_correct_prob_per_token': 0.008667598726945194, 'uncond_correct_prob_per_char': 0.3971522230615677, 'uncond_total_prob': 4.844170517514117e-07, 'norm_correct_prob': 0.3187665999208215, 'norm_correct_prob_per_token': 0.2819904360634135, 'norm_correct_prob_per_char': 0.24902665631670093, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.7510204081632652, 'predicted_index_per_token': 1.416326530612245, 'predicted_index_per_char': 1.4122448979591837, 'predicted_index_per_byte': 1.4122448979591837, 'predicted_index_uncond': 1.4081632653061225, 'correct_choice': 1.853061224489796, 'acc_raw': 0.32653061224489793, 'acc_per_token': 0.2530612244897959, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.2163265306122449, 'acc_uncond': 0.27346938775510204, 'no_answer': 0.0, 'sum_logits_corr': -140.89082102094378, 'logits_per_token_corr': -4.74670208804209, 'logits_per_char_corr': -0.9004332329382115, 'bits_per_byte_corr': 1.2990505598125077, 'correct_prob': 7.962759413452441e-08, 'correct_prob_per_token': 0.010865085358744288, 'correct_prob_per_char': 0.4142973521930121, 'margin': -2.8049781546710465e-07, 'margin_per_token': -0.0034927354184808726, 'margin_per_char': -0.04596754311000846, 'total_prob': 5.164688892037703e-07, 'total_prob_per_token': 0.04137201769757101, 'total_prob_per_char': 1.6881564016893356, 'uncond_correct_prob': 3.636622794418084e-07, 'uncond_correct_prob_per_token': 0.008311467634905988, 'uncond_correct_prob_per_char': 0.39347916056641125, 'uncond_total_prob': 1.9828157865057263e-06, 'norm_correct_prob': 0.32022281575485717, 'norm_correct_prob_per_token': 0.26593011197780914, 'norm_correct_prob_per_char': 0.2460162697743691, 'primary_metric': 0.32653061224489793}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.7224489795918367, 'predicted_index_per_token': 1.5959183673469388, 'predicted_index_per_char': 1.3918367346938776, 'predicted_index_per_byte': 1.3918367346938776, 'predicted_index_uncond': 1.2979591836734694, 'correct_choice': 1.853061224489796, 'acc_raw': 0.2979591836734694, 'acc_per_token': 0.3183673469387755, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -140.08446266797125, 'logits_per_token_corr': -4.637813628993831, 'logits_per_char_corr': -0.876415451626308, 'bits_per_byte_corr': 1.2644002258206442, 'correct_prob': 1.0620121217537944e-07, 'correct_prob_per_token': 0.01237701853191792, 'correct_prob_per_char': 0.42336277084246093, 'margin': -2.127049781869026e-07, 'margin_per_token': -0.002789605407925019, 'margin_per_char': -0.03935133061459374, 'total_prob': 6.116885499226798e-07, 'total_prob_per_token': 0.0444722748245131, 'total_prob_per_char': 1.7086161700908662, 'uncond_correct_prob': 1.3082826537668144e-08, 'uncond_correct_prob_per_token': 0.007183083319088228, 'uncond_correct_prob_per_char': 0.38389431470057683, 'uncond_total_prob': 3.047104613910612e-07, 'norm_correct_prob': 0.29729699981554936, 'norm_correct_prob_per_token': 0.27905157554957755, 'norm_correct_prob_per_char': 0.24825784061977338, 'primary_metric': 0.2979591836734694}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.5755102040816327, 'predicted_index_per_char': 1.4040816326530612, 'predicted_index_per_byte': 1.4040816326530612, 'predicted_index_uncond': 1.4775510204081632, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3020408163265306, 'acc_per_token': 0.33877551020408164, 'acc_per_char': 0.24081632653061225, 'acc_per_byte': 0.24081632653061225, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -136.3332916532244, 'logits_per_token_corr': -4.502246956043119, 'logits_per_char_corr': -0.8510157819896637, 'bits_per_byte_corr': 1.227756248395613, 'correct_prob': 4.983578429566762e-07, 'correct_prob_per_token': 0.014267717060810777, 'correct_prob_per_char': 0.43430615854013, 'margin': -1.2671604795569418e-06, 'margin_per_token': -0.002181572968721324, 'margin_per_char': -0.03679094719680359, 'total_prob': 2.4247504663373785e-06, 'total_prob_per_token': 0.049579482710125106, 'total_prob_per_char': 1.743678022284864, 'uncond_correct_prob': 1.1496298460111384e-07, 'uncond_correct_prob_per_token': 0.009350088015025494, 'uncond_correct_prob_per_char': 0.4024662317807663, 'uncond_total_prob': 7.072735003789793e-07, 'norm_correct_prob': 0.3068468654345772, 'norm_correct_prob_per_token': 0.28450937645354096, 'norm_correct_prob_per_char': 0.24957610738212055, 'primary_metric': 0.3020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.7224489795918367, 'predicted_index_per_token': 1.2775510204081633, 'predicted_index_per_char': 1.379591836734694, 'predicted_index_per_byte': 1.379591836734694, 'predicted_index_uncond': 1.3061224489795917, 'correct_choice': 1.853061224489796, 'acc_raw': 0.2938775510204082, 'acc_per_token': 0.22448979591836735, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -138.0545149316593, 'logits_per_token_corr': -4.71384418316871, 'logits_per_char_corr': -0.899388500483052, 'bits_per_byte_corr': 1.2975433294803922, 'correct_prob': 1.614881238391121e-07, 'correct_prob_per_token': 0.011116648589263116, 'correct_prob_per_char': 0.4161771122517725, 'margin': -4.3367132759032075e-07, 'margin_per_token': -0.004793851371019234, 'margin_per_char': -0.053080972936767425, 'total_prob': 8.740847476371149e-07, 'total_prob_per_token': 0.04514403657304612, 'total_prob_per_char': 1.7154606501005116, 'uncond_correct_prob': 7.247574384360772e-07, 'uncond_correct_prob_per_token': 0.008597334196380592, 'uncond_correct_prob_per_char': 0.39690294041793583, 'uncond_total_prob': 3.0859137380648506e-06, 'norm_correct_prob': 0.2998200482662883, 'norm_correct_prob_per_token': 0.2522357499193968, 'norm_correct_prob_per_char': 0.2430698534464645, 'primary_metric': 0.2938775510204082}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.7346938775510203, 'predicted_index_per_token': 1.5387755102040817, 'predicted_index_per_char': 1.3918367346938776, 'predicted_index_per_byte': 1.3918367346938776, 'predicted_index_uncond': 1.2979591836734694, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.3020408163265306, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.22857142857142856, 'no_answer': 0.0, 'sum_logits_corr': -138.28812244570986, 'logits_per_token_corr': -4.612542276312065, 'logits_per_char_corr': -0.8745464959220578, 'bits_per_byte_corr': 1.2617038926944792, 'correct_prob': 1.2663731674891186e-07, 'correct_prob_per_token': 0.012383003929746086, 'correct_prob_per_char': 0.42491816028384827, 'margin': -1.4284962114718694e-08, 'margin_per_token': -0.0032573394776616977, 'margin_per_char': -0.04240282381459653, 'total_prob': 3.960298301083416e-07, 'total_prob_per_token': 0.04581801409448652, 'total_prob_per_char': 1.719098941772849, 'uncond_correct_prob': 1.3126382755585228e-07, 'uncond_correct_prob_per_token': 0.009617258007012087, 'uncond_correct_prob_per_char': 0.40406668701235754, 'uncond_total_prob': 4.5745939215293893e-07, 'norm_correct_prob': 0.31126587170748204, 'norm_correct_prob_per_token': 0.2760140224659514, 'norm_correct_prob_per_char': 0.24782396668745, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.7183673469387755, 'predicted_index_per_token': 1.4244897959183673, 'predicted_index_per_char': 1.3877551020408163, 'predicted_index_per_byte': 1.3877551020408163, 'predicted_index_uncond': 1.3306122448979592, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2897959183673469, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.22448979591836735, 'no_answer': 0.0, 'sum_logits_corr': -135.5470266497865, 'logits_per_token_corr': -4.555743629019458, 'logits_per_char_corr': -0.8640321771511226, 'bits_per_byte_corr': 1.2465349371453145, 'correct_prob': 2.944768042455206e-07, 'correct_prob_per_token': 0.013192882231799494, 'correct_prob_per_char': 0.4291259387843018, 'margin': -7.162314494814319e-07, 'margin_per_token': -0.0035654555544029124, 'margin_per_char': -0.04591705072843426, 'total_prob': 1.9078138611380197e-06, 'total_prob_per_token': 0.04932871095676526, 'total_prob_per_char': 1.743784201743414, 'uncond_correct_prob': 2.595960580344565e-07, 'uncond_correct_prob_per_token': 0.008640774628957099, 'uncond_correct_prob_per_char': 0.3973928519037691, 'uncond_total_prob': 1.3178309887074395e-06, 'norm_correct_prob': 0.3122995233988634, 'norm_correct_prob_per_token': 0.2683712942600171, 'norm_correct_prob_per_char': 0.2465293124786359, 'primary_metric': 0.31020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.7346938775510203, 'predicted_index_per_token': 1.457142857142857, 'predicted_index_per_char': 1.4040816326530612, 'predicted_index_per_byte': 1.4040816326530612, 'predicted_index_uncond': 1.2653061224489797, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2571428571428571, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -136.20119712985291, 'logits_per_token_corr': -4.555673685932285, 'logits_per_char_corr': -0.8634899284607054, 'bits_per_byte_corr': 1.2457526376487207, 'correct_prob': 4.829699269285213e-07, 'correct_prob_per_token': 0.013199349165599191, 'correct_prob_per_char': 0.4291627321164066, 'margin': -3.9299417775348466e-07, 'margin_per_token': -0.0035649713625180526, 'margin_per_char': -0.04404118895913049, 'total_prob': 1.6148623691235452e-06, 'total_prob_per_token': 0.04919452194000166, 'total_prob_per_char': 1.7426701972841263, 'uncond_correct_prob': 1.350492182563655e-07, 'uncond_correct_prob_per_token': 0.009571258975748004, 'uncond_correct_prob_per_char': 0.40359128651892295, 'uncond_total_prob': 1.053791724695418e-06, 'norm_correct_prob': 0.3110268748734652, 'norm_correct_prob_per_token': 0.2682145112400817, 'norm_correct_prob_per_char': 0.2467711006891196, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.7142857142857142, 'predicted_index_per_token': 1.469387755102041, 'predicted_index_per_char': 1.3673469387755102, 'predicted_index_per_byte': 1.3673469387755102, 'predicted_index_uncond': 1.3346938775510204, 'correct_choice': 1.853061224489796, 'acc_raw': 0.2938775510204082, 'acc_per_token': 0.2938775510204082, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.21224489795918366, 'acc_uncond': 0.19591836734693877, 'no_answer': 0.0, 'sum_logits_corr': -136.63394991427052, 'logits_per_token_corr': -4.563779798184592, 'logits_per_char_corr': -0.8640421569955652, 'bits_per_byte_corr': 1.2465493350174006, 'correct_prob': 4.60982561386335e-07, 'correct_prob_per_token': 0.013261240737352086, 'correct_prob_per_char': 0.42877316823982076, 'margin': -7.976520462781436e-07, 'margin_per_token': -0.0031892266556469064, 'margin_per_char': -0.04275642455975604, 'total_prob': 1.8995954464932597e-06, 'total_prob_per_token': 0.04848415933690828, 'total_prob_per_char': 1.7364639879879933, 'uncond_correct_prob': 3.4851298813281035e-08, 'uncond_correct_prob_per_token': 0.008381560286688001, 'uncond_correct_prob_per_char': 0.3950084513466412, 'uncond_total_prob': 2.450123596875191e-07, 'norm_correct_prob': 0.3028307485820727, 'norm_correct_prob_per_token': 0.2747381343091362, 'norm_correct_prob_per_char': 0.2476104207630916, 'primary_metric': 0.2938775510204082}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.7183673469387755, 'predicted_index_per_token': 1.416326530612245, 'predicted_index_per_char': 1.4122448979591837, 'predicted_index_per_byte': 1.4122448979591837, 'predicted_index_uncond': 1.3591836734693878, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2816326530612245, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -134.0922601038096, 'logits_per_token_corr': -4.512950564337839, 'logits_per_char_corr': -0.8555080694357555, 'bits_per_byte_corr': 1.2342372492163423, 'correct_prob': 8.599254955358298e-07, 'correct_prob_per_token': 0.013823074735616461, 'correct_prob_per_char': 0.43269865031974153, 'margin': -1.3060373205155927e-07, 'margin_per_token': -0.003935551443258063, 'margin_per_char': -0.04583311705673216, 'total_prob': 2.086774470483555e-06, 'total_prob_per_token': 0.05160530588782482, 'total_prob_per_char': 1.7570242452688851, 'uncond_correct_prob': 8.80131699965026e-08, 'uncond_correct_prob_per_token': 0.00903290087580357, 'uncond_correct_prob_per_char': 0.40083355192012904, 'uncond_total_prob': 3.629195736749826e-07, 'norm_correct_prob': 0.3096579466589394, 'norm_correct_prob_per_token': 0.2696328713981969, 'norm_correct_prob_per_char': 0.24679909794426774, 'primary_metric': 0.31020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.7346938775510203, 'predicted_index_per_token': 1.473469387755102, 'predicted_index_per_char': 1.379591836734694, 'predicted_index_per_byte': 1.379591836734694, 'predicted_index_uncond': 1.379591836734694, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2857142857142857, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.2163265306122449, 'acc_uncond': 0.1836734693877551, 'no_answer': 0.0, 'sum_logits_corr': -134.9876776052981, 'logits_per_token_corr': -4.551291384643472, 'logits_per_char_corr': -0.8634548940405173, 'bits_per_byte_corr': 1.245702093664455, 'correct_prob': 3.6305794673572925e-07, 'correct_prob_per_token': 0.013256995790160665, 'correct_prob_per_char': 0.4295147771117412, 'margin': -7.389573243261514e-06, 'margin_per_token': -0.003950593552962871, 'margin_per_char': -0.04666839630056612, 'total_prob': 8.346305370956704e-06, 'total_prob_per_token': 0.050167324297713076, 'total_prob_per_char': 1.7492371833621134, 'uncond_correct_prob': 1.381715961397092e-07, 'uncond_correct_prob_per_token': 0.008797801365054526, 'uncond_correct_prob_per_char': 0.3996563276560242, 'uncond_total_prob': 9.353030956422759e-07, 'norm_correct_prob': 0.3053697303679564, 'norm_correct_prob_per_token': 0.26631798158844466, 'norm_correct_prob_per_char': 0.24602418796677508, 'primary_metric': 0.31020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.7183673469387755, 'predicted_index_per_token': 1.5591836734693878, 'predicted_index_per_char': 1.4122448979591837, 'predicted_index_per_byte': 1.4122448979591837, 'predicted_index_uncond': 1.3551020408163266, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.27346938775510204, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.21224489795918366, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -134.44021112870197, 'logits_per_token_corr': -4.4706336115992755, 'logits_per_char_corr': -0.8462424755791134, 'bits_per_byte_corr': 1.220869822908464, 'correct_prob': 4.6286706327249823e-07, 'correct_prob_per_token': 0.01433340995969917, 'correct_prob_per_char': 0.4360229007023746, 'margin': -9.552705952679538e-08, 'margin_per_token': -0.0037960629658678907, 'margin_per_char': -0.043606708114995875, 'total_prob': 1.0833861682498807e-06, 'total_prob_per_token': 0.05274364932317945, 'total_prob_per_char': 1.7637196769265282, 'uncond_correct_prob': 1.5965126053586785e-07, 'uncond_correct_prob_per_token': 0.01132612455454338, 'uncond_correct_prob_per_char': 0.4130962367775466, 'uncond_total_prob': 2.1964242755305705e-07, 'norm_correct_prob': 0.3173557601562101, 'norm_correct_prob_per_token': 0.2736051672781803, 'norm_correct_prob_per_char': 0.24798857988198308, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.7142857142857142, 'predicted_index_per_token': 1.3551020408163266, 'predicted_index_per_char': 1.4081632653061225, 'predicted_index_per_byte': 1.4081632653061225, 'predicted_index_uncond': 1.3591836734693878, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.27346938775510204, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.20816326530612245, 'no_answer': 0.0, 'sum_logits_corr': -133.31439819725193, 'logits_per_token_corr': -4.518976320886487, 'logits_per_char_corr': -0.8583165195258114, 'bits_per_byte_corr': 1.2382889862338529, 'correct_prob': 3.2388521098982117e-07, 'correct_prob_per_token': 0.013557017868180659, 'correct_prob_per_char': 0.43203490180118503, 'margin': -9.938383185544908e-07, 'margin_per_token': -0.005012537123125825, 'margin_per_char': -0.04954917660228314, 'total_prob': 2.1956594761666118e-06, 'total_prob_per_token': 0.05284238346475996, 'total_prob_per_char': 1.7652593390666464, 'uncond_correct_prob': 1.2363823860338297e-07, 'uncond_correct_prob_per_token': 0.008403925931831053, 'uncond_correct_prob_per_char': 0.39368725339827715, 'uncond_total_prob': 5.49765817775937e-07, 'norm_correct_prob': 0.31023500999486836, 'norm_correct_prob_per_token': 0.2605789781120783, 'norm_correct_prob_per_char': 0.2451634464221737, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.7306122448979593, 'predicted_index_per_token': 1.420408163265306, 'predicted_index_per_char': 1.3061224489795917, 'predicted_index_per_byte': 1.3061224489795917, 'predicted_index_uncond': 1.3265306122448979, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.27755102040816326, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.21224489795918366, 'acc_uncond': 0.22040816326530613, 'no_answer': 0.0, 'sum_logits_corr': -133.4399786034409, 'logits_per_token_corr': -4.495359974038764, 'logits_per_char_corr': -0.853392218896165, 'bits_per_byte_corr': 1.2311847221356105, 'correct_prob': 2.2766222603288064e-07, 'correct_prob_per_token': 0.013792633070532747, 'correct_prob_per_char': 0.4338901160218028, 'margin': -2.1526713245325308e-06, 'margin_per_token': -0.004649362662846049, 'margin_per_char': -0.04740023608782256, 'total_prob': 2.8626781824383895e-06, 'total_prob_per_token': 0.05325642008369947, 'total_prob_per_char': 1.768755728335356, 'uncond_correct_prob': 2.5579254312839643e-07, 'uncond_correct_prob_per_token': 0.009296439284651358, 'uncond_correct_prob_per_char': 0.4037216401235123, 'uncond_total_prob': 1.2842077296569794e-06, 'norm_correct_prob': 0.3132242498820342, 'norm_correct_prob_per_token': 0.2646559558028021, 'norm_correct_prob_per_char': 0.2459456893122674, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.7306122448979593, 'predicted_index_per_token': 1.542857142857143, 'predicted_index_per_char': 1.3959183673469389, 'predicted_index_per_byte': 1.3959183673469389, 'predicted_index_uncond': 1.3510204081632653, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.24081632653061225, 'acc_per_byte': 0.24081632653061225, 'acc_uncond': 0.23673469387755103, 'no_answer': 0.0, 'sum_logits_corr': -132.77180301510558, 'logits_per_token_corr': -4.431417374235745, 'logits_per_char_corr': -0.8384646918651928, 'bits_per_byte_corr': 1.2096488529152754, 'correct_prob': 1.0673159315920038e-06, 'correct_prob_per_token': 0.015139922844642831, 'correct_prob_per_char': 0.4394502058995452, 'margin': 2.443688349303723e-07, 'margin_per_token': -0.003150376944368631, 'margin_per_char': -0.04132097251046596, 'total_prob': 2.0279307644021665e-06, 'total_prob_per_token': 0.05457517350254158, 'total_prob_per_char': 1.774975295147927, 'uncond_correct_prob': 1.265965459378997e-07, 'uncond_correct_prob_per_token': 0.00948576263354097, 'uncond_correct_prob_per_char': 0.40245271385414394, 'uncond_total_prob': 4.4949393415104065e-07, 'norm_correct_prob': 0.30798857924248413, 'norm_correct_prob_per_token': 0.2743613132382884, 'norm_correct_prob_per_char': 0.2481133969326496, 'primary_metric': 0.30612244897959184}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.7102040816326531, 'predicted_index_per_token': 1.3959183673469389, 'predicted_index_per_char': 1.3877551020408163, 'predicted_index_per_byte': 1.3877551020408163, 'predicted_index_uncond': 1.4081632653061225, 'correct_choice': 1.853061224489796, 'acc_raw': 0.2979591836734694, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.20408163265306123, 'acc_per_byte': 0.20408163265306123, 'acc_uncond': 0.22448979591836735, 'no_answer': 0.0, 'sum_logits_corr': -130.86267623122856, 'logits_per_token_corr': -4.406808086406206, 'logits_per_char_corr': -0.8362757020422028, 'bits_per_byte_corr': 1.2064908081530892, 'correct_prob': 4.2071017430012623e-07, 'correct_prob_per_token': 0.014914937883522267, 'correct_prob_per_char': 0.4407821714910409, 'margin': -3.4312169394442413e-06, 'margin_per_token': -0.005389021979081988, 'margin_per_char': -0.04871415786007663, 'total_prob': 4.622401035409182e-06, 'total_prob_per_token': 0.057955090325845206, 'total_prob_per_char': 1.7967472666360047, 'uncond_correct_prob': 1.1845295622679704e-07, 'uncond_correct_prob_per_token': 0.008914030229455885, 'uncond_correct_prob_per_char': 0.3988810733528766, 'uncond_total_prob': 6.165270407745507e-07, 'norm_correct_prob': 0.30474346029923843, 'norm_correct_prob_per_token': 0.26249952435982365, 'norm_correct_prob_per_char': 0.24581534783167536, 'primary_metric': 0.2979591836734694}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.7183673469387755, 'predicted_index_per_token': 1.5142857142857142, 'predicted_index_per_char': 1.3591836734693878, 'predicted_index_per_byte': 1.3591836734693878, 'predicted_index_uncond': 1.2816326530612245, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3306122448979592, 'acc_per_token': 0.30612244897959184, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.19183673469387755, 'no_answer': 0.0, 'sum_logits_corr': -131.4679466675739, 'logits_per_token_corr': -4.387997072837107, 'logits_per_char_corr': -0.8298987135451188, 'bits_per_byte_corr': 1.1972907584725334, 'correct_prob': 4.023124418402871e-07, 'correct_prob_per_token': 0.01563327749327999, 'correct_prob_per_char': 0.4431269881644192, 'margin': -2.5698893237936725e-06, 'margin_per_token': -0.0038359467922394193, 'margin_per_char': -0.04074757717529839, 'total_prob': 3.5497691692294605e-06, 'total_prob_per_token': 0.057108227204911655, 'total_prob_per_char': 1.7883583824167184, 'uncond_correct_prob': 1.0822133732614544e-07, 'uncond_correct_prob_per_token': 0.010525814598739051, 'uncond_correct_prob_per_char': 0.4112416896081484, 'uncond_total_prob': 7.343225242325125e-07, 'norm_correct_prob': 0.32364548859837283, 'norm_correct_prob_per_token': 0.2777162568776458, 'norm_correct_prob_per_char': 0.2486457021010422, 'primary_metric': 0.3306122448979592}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.7020408163265306, 'predicted_index_per_token': 1.3877551020408163, 'predicted_index_per_char': 1.363265306122449, 'predicted_index_per_byte': 1.363265306122449, 'predicted_index_uncond': 1.3591836734693878, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.24489795918367346, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.20408163265306123, 'no_answer': 0.0, 'sum_logits_corr': -131.31734280488928, 'logits_per_token_corr': -4.449569905308086, 'logits_per_char_corr': -0.8467619650063641, 'bits_per_byte_corr': 1.2216192877289533, 'correct_prob': 2.0479162594412038e-07, 'correct_prob_per_token': 0.014130666520487353, 'correct_prob_per_char': 0.4367938125460887, 'margin': -8.476178387898428e-07, 'margin_per_token': -0.005638023620508905, 'margin_per_char': -0.05091809395191886, 'total_prob': 1.4956315828922678e-06, 'total_prob_per_token': 0.05617091050787272, 'total_prob_per_char': 1.787256158724079, 'uncond_correct_prob': 8.025272523811815e-08, 'uncond_correct_prob_per_token': 0.010968783296241277, 'uncond_correct_prob_per_char': 0.41447565567101724, 'uncond_total_prob': 2.3884751297338726e-07, 'norm_correct_prob': 0.3083990500362464, 'norm_correct_prob_per_token': 0.2585946406287473, 'norm_correct_prob_per_char': 0.2449563143518051, 'primary_metric': 0.31020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.7102040816326531, 'predicted_index_per_token': 1.3673469387755102, 'predicted_index_per_char': 1.3959183673469389, 'predicted_index_per_byte': 1.3959183673469389, 'predicted_index_uncond': 1.3387755102040817, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2612244897959184, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.2530612244897959, 'no_answer': 0.0, 'sum_logits_corr': -129.9780715475277, 'logits_per_token_corr': -4.392094171299264, 'logits_per_char_corr': -0.8340002548523794, 'bits_per_byte_corr': 1.2032080317765237, 'correct_prob': 3.604854487514761e-07, 'correct_prob_per_token': 0.015282993735404284, 'correct_prob_per_char': 0.4422966306453849, 'margin': -3.402439199109453e-06, 'margin_per_token': -0.0054082168664526175, 'margin_per_char': -0.04849804646350264, 'total_prob': 4.364427802349289e-06, 'total_prob_per_token': 0.05929428513446935, 'total_prob_per_char': 1.802881846128873, 'uncond_correct_prob': 8.688050248206445e-08, 'uncond_correct_prob_per_token': 0.009184587036408235, 'uncond_correct_prob_per_char': 0.40100294160977296, 'uncond_total_prob': 4.3383803548618113e-07, 'norm_correct_prob': 0.31208885747278586, 'norm_correct_prob_per_token': 0.2626640057980875, 'norm_correct_prob_per_char': 0.2457923056367009, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.5142857142857142, 'predicted_index_per_char': 1.3387755102040817, 'predicted_index_per_byte': 1.3387755102040817, 'predicted_index_uncond': 1.2857142857142858, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.27346938775510204, 'acc_per_char': 0.20408163265306123, 'acc_per_byte': 0.20408163265306123, 'acc_uncond': 0.20408163265306123, 'no_answer': 0.0, 'sum_logits_corr': -130.51146156544587, 'logits_per_token_corr': -4.370589538520705, 'logits_per_char_corr': -0.8273319324730367, 'bits_per_byte_corr': 1.1935876761487902, 'correct_prob': 4.591488065541731e-07, 'correct_prob_per_token': 0.015889143195483842, 'correct_prob_per_char': 0.44447640154695234, 'margin': -1.257416488359712e-06, 'margin_per_token': -0.0044653230958960725, 'margin_per_char': -0.04356152413088188, 'total_prob': 2.345156474968693e-06, 'total_prob_per_token': 0.05926333306521514, 'total_prob_per_char': 1.7998634088760972, 'uncond_correct_prob': 1.8018014773716075e-07, 'uncond_correct_prob_per_token': 0.011079899114500903, 'uncond_correct_prob_per_char': 0.4147128571005178, 'uncond_total_prob': 9.404865878879451e-07, 'norm_correct_prob': 0.31140588519918017, 'norm_correct_prob_per_token': 0.27262819723561177, 'norm_correct_prob_per_char': 0.24779104572679525, 'primary_metric': 0.31020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.726530612244898, 'predicted_index_per_token': 1.3346938775510204, 'predicted_index_per_char': 1.3346938775510204, 'predicted_index_per_byte': 1.3346938775510204, 'predicted_index_uncond': 1.3714285714285714, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.20408163265306123, 'acc_per_byte': 0.20408163265306123, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -130.12426673344203, 'logits_per_token_corr': -4.399439308464959, 'logits_per_char_corr': -0.8365071257218601, 'bits_per_byte_corr': 1.2068246819480757, 'correct_prob': 2.950215430231951e-07, 'correct_prob_per_token': 0.01497943985725131, 'correct_prob_per_char': 0.4410905064798485, 'margin': -1.2338513766951919e-06, 'margin_per_token': -0.005632392821227946, 'margin_per_char': -0.050763642606400136, 'total_prob': 2.1435139339134775e-06, 'total_prob_per_token': 0.059070090992410285, 'total_prob_per_char': 1.8041163333482633, 'uncond_correct_prob': 9.129369618262371e-08, 'uncond_correct_prob_per_token': 0.011185033462664303, 'uncond_correct_prob_per_char': 0.41572739312350215, 'uncond_total_prob': 3.4376355667235065e-07, 'norm_correct_prob': 0.30637615363954634, 'norm_correct_prob_per_token': 0.25796365250533226, 'norm_correct_prob_per_char': 0.24500276358900125, 'primary_metric': 0.30612244897959184}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.7061224489795919, 'predicted_index_per_token': 1.3877551020408163, 'predicted_index_per_char': 1.4, 'predicted_index_per_byte': 1.4, 'predicted_index_uncond': 1.4040816326530612, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2530612244897959, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.2163265306122449, 'acc_uncond': 0.23673469387755103, 'no_answer': 0.0, 'sum_logits_corr': -129.21448324943074, 'logits_per_token_corr': -4.365807758829912, 'logits_per_char_corr': -0.82901743025508, 'bits_per_byte_corr': 1.1960193354403754, 'correct_prob': 3.9731809568750344e-07, 'correct_prob_per_token': 0.015662585812616526, 'correct_prob_per_char': 0.44450261708423994, 'margin': -2.6719662838890574e-06, 'margin_per_token': -0.0054873497874586, 'margin_per_char': -0.04799964029022229, 'total_prob': 3.642100265578699e-06, 'total_prob_per_token': 0.060681743512233044, 'total_prob_per_char': 1.810715379168955, 'uncond_correct_prob': 9.907544792240259e-08, 'uncond_correct_prob_per_token': 0.009146299533054564, 'uncond_correct_prob_per_char': 0.4005959156584272, 'uncond_total_prob': 5.516628647438002e-07, 'norm_correct_prob': 0.3131133354339473, 'norm_correct_prob_per_token': 0.2632061463414639, 'norm_correct_prob_per_char': 0.24595918675638526, 'primary_metric': 0.31020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.7020408163265306, 'predicted_index_per_token': 1.4653061224489796, 'predicted_index_per_char': 1.3265306122448979, 'predicted_index_per_byte': 1.3265306122448979, 'predicted_index_uncond': 1.2653061224489797, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2653061224489796, 'acc_per_char': 0.18775510204081633, 'acc_per_byte': 0.18775510204081633, 'acc_uncond': 0.20408163265306123, 'no_answer': 0.0, 'sum_logits_corr': -130.0442754161601, 'logits_per_token_corr': -4.371816942823833, 'logits_per_char_corr': -0.8281693064779282, 'bits_per_byte_corr': 1.1947957514730176, 'correct_prob': 4.218185301867935e-07, 'correct_prob_per_token': 0.01581590336498851, 'correct_prob_per_char': 0.444174665203715, 'margin': -2.226867759531751e-06, 'margin_per_token': -0.004863056960288317, 'margin_per_char': -0.04532325438865986, 'total_prob': 3.269363532451932e-06, 'total_prob_per_token': 0.05985890321018853, 'total_prob_per_char': 1.803968746755875, 'uncond_correct_prob': 1.4997752631402566e-07, 'uncond_correct_prob_per_token': 0.010921696722147963, 'uncond_correct_prob_per_char': 0.41371898528717777, 'uncond_total_prob': 9.014496174563917e-07, 'norm_correct_prob': 0.3149011643200603, 'norm_correct_prob_per_token': 0.26879690440838916, 'norm_correct_prob_per_char': 0.2469426013606929, 'primary_metric': 0.3142857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.7142857142857142, 'predicted_index_per_token': 1.310204081632653, 'predicted_index_per_char': 1.310204081632653, 'predicted_index_per_byte': 1.310204081632653, 'predicted_index_uncond': 1.3265306122448979, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.24489795918367346, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.23673469387755103, 'no_answer': 0.0, 'sum_logits_corr': -129.92408678093736, 'logits_per_token_corr': -4.401787950457793, 'logits_per_char_corr': -0.8375219594056181, 'bits_per_byte_corr': 1.208288777470961, 'correct_prob': 4.1353129679258447e-07, 'correct_prob_per_token': 0.014953120164464572, 'correct_prob_per_char': 0.4407748125163329, 'margin': -9.240476143182667e-07, 'margin_per_token': -0.005765547599734566, 'margin_per_char': -0.051358884454535944, 'total_prob': 1.9367725141914187e-06, 'total_prob_per_token': 0.05921547083546515, 'total_prob_per_char': 1.8045800847430176, 'uncond_correct_prob': 1.2782473594233346e-07, 'uncond_correct_prob_per_token': 0.01126913614643752, 'uncond_correct_prob_per_char': 0.4162901299637331, 'uncond_total_prob': 4.5865950888958155e-07, 'norm_correct_prob': 0.3060959691919798, 'norm_correct_prob_per_token': 0.2574007387727666, 'norm_correct_prob_per_char': 0.24487386892811636, 'primary_metric': 0.30612244897959184}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.7142857142857142, 'predicted_index_per_token': 1.379591836734694, 'predicted_index_per_char': 1.4122448979591837, 'predicted_index_per_byte': 1.4122448979591837, 'predicted_index_uncond': 1.363265306122449, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.20408163265306123, 'acc_per_byte': 0.20408163265306123, 'acc_uncond': 0.23265306122448978, 'no_answer': 0.0, 'sum_logits_corr': -129.35903804934756, 'logits_per_token_corr': -4.373100463701603, 'logits_per_char_corr': -0.8304668172825572, 'bits_per_byte_corr': 1.1981103589172473, 'correct_prob': 4.271487827393823e-07, 'correct_prob_per_token': 0.015597540623294092, 'correct_prob_per_char': 0.44392596757425024, 'margin': -2.32215566429311e-06, 'margin_per_token': -0.005410707316734882, 'margin_per_char': -0.04798880463207229, 'total_prob': 3.3484334028353767e-06, 'total_prob_per_token': 0.06032338188447191, 'total_prob_per_char': 1.8085259994255192, 'uncond_correct_prob': 8.965478227060525e-08, 'uncond_correct_prob_per_token': 0.008994531156793946, 'uncond_correct_prob_per_char': 0.399002942421804, 'uncond_total_prob': 5.148121479010861e-07, 'norm_correct_prob': 0.31132175777925636, 'norm_correct_prob_per_token': 0.263150208381241, 'norm_correct_prob_per_char': 0.24591814360661887, 'primary_metric': 0.31020408163265306}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.7224489795918367, 'predicted_index_per_token': 1.4326530612244899, 'predicted_index_per_char': 1.3306122448979592, 'predicted_index_per_byte': 1.3306122448979592, 'predicted_index_uncond': 1.2571428571428571, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.19183673469387755, 'acc_per_byte': 0.19183673469387755, 'acc_uncond': 0.19591836734693877, 'no_answer': 0.0, 'sum_logits_corr': -130.0598237835631, 'logits_per_token_corr': -4.373324010412625, 'logits_per_char_corr': -0.8285209459974655, 'bits_per_byte_corr': 1.1953030600640349, 'correct_prob': 3.819424020753724e-07, 'correct_prob_per_token': 0.015749785362483854, 'correct_prob_per_char': 0.44400979983963135, 'margin': -2.0787041201592666e-06, 'margin_per_token': -0.004882002642838631, 'margin_per_char': -0.04537585965677462, 'total_prob': 3.026703396724385e-06, 'total_prob_per_token': 0.05974216084358955, 'total_prob_per_char': 1.803776059661735, 'uncond_correct_prob': 1.4473186589788543e-07, 'uncond_correct_prob_per_token': 0.011024767026643843, 'uncond_correct_prob_per_char': 0.41437306921929923, 'uncond_total_prob': 8.689089750567857e-07, 'norm_correct_prob': 0.3158200831696664, 'norm_correct_prob_per_token': 0.2683663227689669, 'norm_correct_prob_per_char': 0.24688253329284768, 'primary_metric': 0.3224489795918367}
|
10M
|
DCLM-Baseline
|
mmlu_security_studies
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.7102040816326531, 'predicted_index_per_token': 1.3061224489795917, 'predicted_index_per_char': 1.3265306122448979, 'predicted_index_per_byte': 1.3265306122448979, 'predicted_index_uncond': 1.346938775510204, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.24489795918367346, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.22857142857142856, 'no_answer': 0.0, 'sum_logits_corr': -129.99933428083148, 'logits_per_token_corr': -4.402883106513921, 'logits_per_char_corr': -0.8375432957529457, 'bits_per_byte_corr': 1.2083195593134415, 'correct_prob': 3.991339721913761e-07, 'correct_prob_per_token': 0.014927310296541731, 'correct_prob_per_char': 0.44066361403929244, 'margin': -9.819505905980476e-07, 'margin_per_token': -0.005724983679488375, 'margin_per_char': -0.0512621152541554, 'total_prob': 1.963689482461112e-06, 'total_prob_per_token': 0.05907505383911963, 'total_prob_per_char': 1.8037567045961675, 'uncond_correct_prob': 1.2293107227510865e-07, 'uncond_correct_prob_per_token': 0.011324276398922422, 'uncond_correct_prob_per_char': 0.4164004788768133, 'uncond_total_prob': 4.12187676906924e-07, 'norm_correct_prob': 0.30678279895414784, 'norm_correct_prob_per_token': 0.25763242088127075, 'norm_correct_prob_per_char': 0.2449368795967903, 'primary_metric': 0.30612244897959184}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.6218905472636815, 'predicted_index_per_token': 1.4975124378109452, 'predicted_index_per_char': 1.4378109452736318, 'predicted_index_per_byte': 1.4378109452736318, 'predicted_index_uncond': 1.6218905472636815, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2935323383084577, 'acc_per_token': 0.24378109452736318, 'acc_per_char': 0.263681592039801, 'acc_per_byte': 0.263681592039801, 'acc_uncond': 0.27860696517412936, 'no_answer': 0.0, 'sum_logits_corr': -105.08629867212096, 'logits_per_token_corr': -10.838868393920523, 'logits_per_char_corr': -1.9004326635618998, 'bits_per_byte_corr': 2.7417447792661265, 'correct_prob': 2.73265997673437e-07, 'correct_prob_per_token': 1.970515446871445e-05, 'correct_prob_per_char': 0.16530198339266633, 'margin': -5.597301006396013e-07, 'margin_per_token': -1.3310572049232935e-06, 'margin_per_char': -0.04592755285312392, 'total_prob': 1.7975186041597494e-06, 'total_prob_per_token': 7.867789912600228e-05, 'total_prob_per_char': 0.677114584583093, 'uncond_correct_prob': 2.005740137550007e-07, 'uncond_correct_prob_per_token': 1.9008976963763427e-05, 'uncond_correct_prob_per_char': 0.164439209755301, 'uncond_total_prob': 1.7957421900993512e-06, 'norm_correct_prob': 0.2802367927919571, 'norm_correct_prob_per_token': 0.2504122388429457, 'norm_correct_prob_per_char': 0.24481621293395575, 'primary_metric': 0.2935323383084577}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.6417910447761195, 'predicted_index_per_token': 1.5422885572139304, 'predicted_index_per_char': 1.4875621890547264, 'predicted_index_per_byte': 1.4875621890547264, 'predicted_index_uncond': 1.5223880597014925, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2835820895522388, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.27860696517412936, 'acc_per_byte': 0.27860696517412936, 'acc_uncond': 0.23880597014925373, 'no_answer': 0.0, 'sum_logits_corr': -104.8788228912733, 'logits_per_token_corr': -10.820148395322422, 'logits_per_char_corr': -1.8955093376668222, 'bits_per_byte_corr': 2.7346419214126123, 'correct_prob': 1.7358493508802846e-07, 'correct_prob_per_token': 2.010133685734594e-05, 'correct_prob_per_char': 0.16562998089829442, 'margin': -5.271705307132388e-07, 'margin_per_token': -1.340539669338189e-06, 'margin_per_char': -0.04557624261236765, 'total_prob': 1.5474015736134538e-06, 'total_prob_per_token': 7.962796717746308e-05, 'total_prob_per_char': 0.677898383673702, 'uncond_correct_prob': 2.022220833864116e-07, 'uncond_correct_prob_per_token': 1.9332450170268383e-05, 'uncond_correct_prob_per_char': 0.16484671237512777, 'uncond_total_prob': 1.691618888603556e-06, 'norm_correct_prob': 0.27671884411210335, 'norm_correct_prob_per_token': 0.2523126978412389, 'norm_correct_prob_per_char': 0.24515822755170588, 'primary_metric': 0.2835820895522388}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.6019900497512438, 'predicted_index_per_token': 1.407960199004975, 'predicted_index_per_char': 1.472636815920398, 'predicted_index_per_byte': 1.472636815920398, 'predicted_index_uncond': 1.373134328358209, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.27860696517412936, 'acc_per_token': 0.24378109452736318, 'acc_per_char': 0.24875621890547264, 'acc_per_byte': 0.24875621890547264, 'acc_uncond': 0.19900497512437812, 'no_answer': 0.0, 'sum_logits_corr': -105.35764635854693, 'logits_per_token_corr': -10.883119076681785, 'logits_per_char_corr': -1.9092016373502285, 'bits_per_byte_corr': 2.754395734264242, 'correct_prob': 1.6818599977647528e-07, 'correct_prob_per_token': 1.886859310411637e-05, 'correct_prob_per_char': 0.16429880816095707, 'margin': -5.890064913670514e-07, 'margin_per_token': -1.5220435530827224e-06, 'margin_per_char': -0.04585751621816086, 'total_prob': 1.584780796309264e-06, 'total_prob_per_token': 7.599673064867098e-05, 'total_prob_per_char': 0.673319287741442, 'uncond_correct_prob': 1.7611849169909343e-07, 'uncond_correct_prob_per_token': 1.997489220898964e-05, 'uncond_correct_prob_per_char': 0.1656482709700694, 'uncond_total_prob': 1.3783385730631612e-06, 'norm_correct_prob': 0.27946822415543027, 'norm_correct_prob_per_token': 0.24816957667828443, 'norm_correct_prob_per_char': 0.24437610388959916, 'primary_metric': 0.27860696517412936}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.5820895522388059, 'predicted_index_per_token': 1.7064676616915422, 'predicted_index_per_char': 1.4129353233830846, 'predicted_index_per_byte': 1.4129353233830846, 'predicted_index_uncond': 1.4875621890547264, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.23880597014925373, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.21393034825870647, 'acc_per_byte': 0.21393034825870647, 'acc_uncond': 0.20398009950248755, 'no_answer': 0.0, 'sum_logits_corr': -54.61309117938749, 'logits_per_token_corr': -6.081796818619733, 'logits_per_char_corr': -1.0289518551779249, 'bits_per_byte_corr': 1.4844637387797575, 'correct_prob': 3.8730857190697254e-07, 'correct_prob_per_token': 0.005351413332530572, 'correct_prob_per_char': 0.3703632105163138, 'margin': -3.3051738814319963e-07, 'margin_per_token': -0.002479051589927509, 'margin_per_char': -0.05122207081237882, 'total_prob': 1.4164073315862011e-06, 'total_prob_per_token': 0.019543417888872375, 'total_prob_per_char': 1.4887589539300514, 'uncond_correct_prob': 1.657712387568807e-07, 'uncond_correct_prob_per_token': 0.004143363368771168, 'uncond_correct_prob_per_char': 0.35663532328055836, 'uncond_total_prob': 6.408114463056607e-07, 'norm_correct_prob': 0.228549274984717, 'norm_correct_prob_per_token': 0.2644992064757477, 'norm_correct_prob_per_char': 0.24962486908927112, 'primary_metric': 0.23880597014925373}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.527363184079602, 'predicted_index_per_token': 1.7263681592039801, 'predicted_index_per_char': 1.3781094527363185, 'predicted_index_per_byte': 1.3781094527363185, 'predicted_index_uncond': 1.492537313432836, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.1890547263681592, 'acc_per_token': 0.2537313432835821, 'acc_per_char': 0.19900497512437812, 'acc_per_byte': 0.19900497512437812, 'acc_uncond': 0.208955223880597, 'no_answer': 0.0, 'sum_logits_corr': -53.13802176328441, 'logits_per_token_corr': -5.884796296007435, 'logits_per_char_corr': -0.9965237603194106, 'bits_per_byte_corr': 1.4376798871418686, 'correct_prob': 3.8042912203471736e-07, 'correct_prob_per_token': 0.006426858485240306, 'correct_prob_per_char': 0.38269294143526356, 'margin': -2.9605527047345085e-06, 'margin_per_token': -0.0032227357617224885, 'margin_per_char': -0.05545868242844667, 'total_prob': 4.440330966967741e-06, 'total_prob_per_token': 0.02406231805724428, 'total_prob_per_char': 1.5427359666943004, 'uncond_correct_prob': 1.6202075445636118e-07, 'uncond_correct_prob_per_token': 0.0035093515010645843, 'uncond_correct_prob_per_char': 0.34480663073530693, 'uncond_total_prob': 7.591491364184141e-07, 'norm_correct_prob': 0.20477593773578784, 'norm_correct_prob_per_token': 0.25637809439927695, 'norm_correct_prob_per_char': 0.24793627120379302, 'primary_metric': 0.1890547263681592}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.5820895522388059, 'predicted_index_per_token': 1.6965174129353233, 'predicted_index_per_char': 1.4129353233830846, 'predicted_index_per_byte': 1.4129353233830846, 'predicted_index_uncond': 1.492537313432836, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.21890547263681592, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.23880597014925373, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.2537313432835821, 'no_answer': 0.0, 'sum_logits_corr': -55.30333904247379, 'logits_per_token_corr': -6.192126240695253, 'logits_per_char_corr': -1.0458582221789277, 'bits_per_byte_corr': 1.5088544706115707, 'correct_prob': 1.41472854052441e-07, 'correct_prob_per_token': 0.005624952394907751, 'correct_prob_per_char': 0.3665504632722852, 'margin': -1.0115801657238292e-06, 'margin_per_token': -0.002138786576940636, 'margin_per_char': -0.05238006304487565, 'total_prob': 1.3502797142073318e-06, 'total_prob_per_token': 0.019737676157191235, 'total_prob_per_char': 1.476166557368461, 'uncond_correct_prob': 9.803181725254761e-08, 'uncond_correct_prob_per_token': 0.0035644073214871697, 'uncond_correct_prob_per_char': 0.3455646216303028, 'uncond_total_prob': 4.810860728760641e-07, 'norm_correct_prob': 0.223304523709588, 'norm_correct_prob_per_token': 0.26118412881947956, 'norm_correct_prob_per_char': 0.24783547454285032, 'primary_metric': 0.21890547263681592}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.5771144278606966, 'predicted_index_per_token': 1.7512437810945274, 'predicted_index_per_char': 1.4875621890547264, 'predicted_index_per_byte': 1.4875621890547264, 'predicted_index_uncond': 1.5970149253731343, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.21890547263681592, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.21890547263681592, 'acc_per_byte': 0.21890547263681592, 'acc_uncond': 0.23383084577114427, 'no_answer': 0.0, 'sum_logits_corr': -52.35535676680987, 'logits_per_token_corr': -5.7938660055054205, 'logits_per_char_corr': -0.9781663888697693, 'bits_per_byte_corr': 1.4111957983876955, 'correct_prob': 8.358060997028359e-07, 'correct_prob_per_token': 0.007939791558740911, 'correct_prob_per_char': 0.3907086547210044, 'margin': -2.5005605130049882e-06, 'margin_per_token': -0.002477499959453912, 'margin_per_char': -0.05380829599222343, 'total_prob': 5.137207174597458e-06, 'total_prob_per_token': 0.026845245966112857, 'total_prob_per_char': 1.5672515384217087, 'uncond_correct_prob': 2.1289763170033395e-07, 'uncond_correct_prob_per_token': 0.004106879097876268, 'uncond_correct_prob_per_char': 0.3588516509955133, 'uncond_total_prob': 2.365932898312556e-06, 'norm_correct_prob': 0.2217461541950364, 'norm_correct_prob_per_token': 0.26338855184456983, 'norm_correct_prob_per_char': 0.24897482531222312, 'primary_metric': 0.21890547263681592}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.5771144278606966, 'predicted_index_per_token': 1.6766169154228856, 'predicted_index_per_char': 1.472636815920398, 'predicted_index_per_byte': 1.472636815920398, 'predicted_index_uncond': 1.4477611940298507, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.20398009950248755, 'acc_per_token': 0.24875621890547264, 'acc_per_char': 0.22885572139303484, 'acc_per_byte': 0.22885572139303484, 'acc_uncond': 0.21393034825870647, 'no_answer': 0.0, 'sum_logits_corr': -53.77843658959688, 'logits_per_token_corr': -5.994520673263393, 'logits_per_char_corr': -1.0143582870957626, 'bits_per_byte_corr': 1.463409670478731, 'correct_prob': 2.444439847376674e-07, 'correct_prob_per_token': 0.006467039230772346, 'correct_prob_per_char': 0.37758820392562925, 'margin': -2.9744217021555424e-06, 'margin_per_token': -0.002628372726604077, 'margin_per_char': -0.053810714266951935, 'total_prob': 3.5756838149505123e-06, 'total_prob_per_token': 0.022928607345994584, 'total_prob_per_char': 1.5204346702317137, 'uncond_correct_prob': 2.879879847065156e-07, 'uncond_correct_prob_per_token': 0.0045325618012098615, 'uncond_correct_prob_per_char': 0.36190205936091985, 'uncond_total_prob': 1.2213397320759854e-06, 'norm_correct_prob': 0.21759512901003394, 'norm_correct_prob_per_token': 0.2552720897221036, 'norm_correct_prob_per_char': 0.24845604993696177, 'primary_metric': 0.20398009950248755}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.6019900497512438, 'predicted_index_per_token': 1.681592039800995, 'predicted_index_per_char': 1.4427860696517414, 'predicted_index_per_byte': 1.4427860696517414, 'predicted_index_uncond': 1.6169154228855722, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.19402985074626866, 'acc_per_token': 0.22885572139303484, 'acc_per_char': 0.21393034825870647, 'acc_per_byte': 0.21393034825870647, 'acc_uncond': 0.208955223880597, 'no_answer': 0.0, 'sum_logits_corr': -53.17177138636954, 'logits_per_token_corr': -5.916705503900943, 'logits_per_char_corr': -0.9996476062443359, 'bits_per_byte_corr': 1.442186644166263, 'correct_prob': 1.7074471944610403e-07, 'correct_prob_per_token': 0.0060843442797440086, 'correct_prob_per_char': 0.38006439373111023, 'margin': -2.0121665519595476e-06, 'margin_per_token': -0.003961082338738306, 'margin_per_char': -0.05858407159377844, 'total_prob': 2.6662824931325307e-06, 'total_prob_per_token': 0.023827083132577375, 'total_prob_per_char': 1.5405699653093758, 'uncond_correct_prob': 6.590093559008575e-08, 'uncond_correct_prob_per_token': 0.0035321954480011697, 'uncond_correct_prob_per_char': 0.34698488220238105, 'uncond_total_prob': 6.669665510393687e-07, 'norm_correct_prob': 0.21563927247221165, 'norm_correct_prob_per_token': 0.2531527462008809, 'norm_correct_prob_per_char': 0.2468853425270306, 'primary_metric': 0.19402985074626866}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5771144278606966, 'predicted_index_per_token': 1.7064676616915422, 'predicted_index_per_char': 1.4129353233830846, 'predicted_index_per_byte': 1.4129353233830846, 'predicted_index_uncond': 1.537313432835821, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.23383084577114427, 'acc_per_token': 0.2835820895522388, 'acc_per_char': 0.21890547263681592, 'acc_per_byte': 0.21890547263681592, 'acc_uncond': 0.21890547263681592, 'no_answer': 0.0, 'sum_logits_corr': -52.02374402326138, 'logits_per_token_corr': -5.771457014368046, 'logits_per_char_corr': -0.9756438719981098, 'bits_per_byte_corr': 1.4075565758063908, 'correct_prob': 5.914986816295092e-07, 'correct_prob_per_token': 0.007171788103775155, 'correct_prob_per_char': 0.39014903888769836, 'margin': -8.408941210949102e-07, 'margin_per_token': -0.002901628778864723, 'margin_per_char': -0.05445310361710955, 'total_prob': 2.3900919292555744e-06, 'total_prob_per_token': 0.026151218212418635, 'total_prob_per_char': 1.5703879644377303, 'uncond_correct_prob': 2.036561070742111e-07, 'uncond_correct_prob_per_token': 0.004503277283959504, 'uncond_correct_prob_per_char': 0.36335479550644234, 'uncond_total_prob': 7.46416031339786e-07, 'norm_correct_prob': 0.22944265045917478, 'norm_correct_prob_per_token': 0.265784382101682, 'norm_correct_prob_per_char': 0.24790930654106022, 'primary_metric': 0.23383084577114427}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.626865671641791, 'predicted_index_per_token': 1.7313432835820894, 'predicted_index_per_char': 1.3432835820895523, 'predicted_index_per_byte': 1.3432835820895523, 'predicted_index_uncond': 1.5174129353233832, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.22885572139303484, 'acc_per_token': 0.23383084577114427, 'acc_per_char': 0.21393034825870647, 'acc_per_byte': 0.21393034825870647, 'acc_uncond': 0.19900497512437812, 'no_answer': 0.0, 'sum_logits_corr': -52.81433620263095, 'logits_per_token_corr': -5.9082205119397875, 'logits_per_char_corr': -0.9965129868950299, 'bits_per_byte_corr': 1.4376643443759414, 'correct_prob': 5.848928251807869e-07, 'correct_prob_per_token': 0.00671789535870199, 'correct_prob_per_char': 0.382819232584754, 'margin': -2.078060141556883e-06, 'margin_per_token': -0.003748205139924392, 'margin_per_char': -0.05505875694014041, 'total_prob': 3.607473788919418e-06, 'total_prob_per_token': 0.025782352661327692, 'total_prob_per_char': 1.549532654522204, 'uncond_correct_prob': 3.7811820598265573e-07, 'uncond_correct_prob_per_token': 0.00521218996482911, 'uncond_correct_prob_per_char': 0.3668218267897202, 'uncond_total_prob': 1.5322304051931805e-06, 'norm_correct_prob': 0.22728926745802563, 'norm_correct_prob_per_token': 0.25113346415241034, 'norm_correct_prob_per_char': 0.24762825029020108, 'primary_metric': 0.22885572139303484}
|
10M
|
DCLM-Baseline
|
mmlu_sociology
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.6567164179104477, 'predicted_index_per_token': 1.736318407960199, 'predicted_index_per_char': 1.4875621890547264, 'predicted_index_per_byte': 1.4875621890547264, 'predicted_index_uncond': 1.5174129353233832, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.23383084577114427, 'acc_per_token': 0.25870646766169153, 'acc_per_char': 0.22388059701492538, 'acc_per_byte': 0.22388059701492538, 'acc_uncond': 0.21890547263681592, 'no_answer': 0.0, 'sum_logits_corr': -52.285598142823176, 'logits_per_token_corr': -5.835630417236471, 'logits_per_char_corr': -0.9879403682534789, 'bits_per_byte_corr': 1.4252966699743341, 'correct_prob': 3.4142734084438914e-07, 'correct_prob_per_token': 0.006656948262640712, 'correct_prob_per_char': 0.38570723070934765, 'margin': -4.540737467801031e-06, 'margin_per_token': -0.004012170477583765, 'margin_per_char': -0.05956605668762237, 'total_prob': 5.701968813598456e-06, 'total_prob_per_token': 0.02575804642432025, 'total_prob_per_char': 1.5647029737064715, 'uncond_correct_prob': 2.2218661680938354e-07, 'uncond_correct_prob_per_token': 0.004308606037474337, 'uncond_correct_prob_per_char': 0.3580713672988034, 'uncond_total_prob': 2.0798774090760905e-06, 'norm_correct_prob': 0.22456691742988621, 'norm_correct_prob_per_token': 0.2514188830768461, 'norm_correct_prob_per_char': 0.246192489018193, 'primary_metric': 0.23383084577114427}
|
Subsets and Splits
150M Checkpoints Data
The query retrieves all records for a specific parameter setting ('150M') and adds a column indicating the total number of distinct steps, providing basic filtering with limited analytical value.