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
|
|---|---|---|---|---|---|---|---|---|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5884244372990353, 'predicted_index_per_token': 1.7363344051446945, 'predicted_index_per_char': 1.4437299035369775, 'predicted_index_per_byte': 1.4405144694533762, 'predicted_index_uncond': 1.4662379421221865, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.2508038585209003, 'acc_per_byte': 0.2572347266881029, 'acc_uncond': 0.27009646302250806, 'no_answer': 0.0, 'sum_logits_corr': -32.55582260548877, 'logits_per_token_corr': -4.908648210945637, 'logits_per_char_corr': -0.9576040495071652, 'bits_per_byte_corr': 1.3768531565383524, 'correct_prob': 7.205824093789407e-05, 'correct_prob_per_token': 0.016535249663201534, 'correct_prob_per_char': 0.3990956905939301, 'margin': -3.210617434437406e-05, 'margin_per_token': -0.013024654193418904, 'margin_per_char': -0.0650025022270193, 'total_prob': 0.00019248800741536, 'total_prob_per_token': 0.07008770096947471, 'total_prob_per_char': 1.6063688782702052, 'uncond_correct_prob': 4.172220749693303e-06, 'uncond_correct_prob_per_token': 0.00826461278108067, 'uncond_correct_prob_per_char': 0.33603909949843574, 'uncond_total_prob': 1.0766073141086249e-05, 'norm_correct_prob': 0.22466869327173358, 'norm_correct_prob_per_token': 0.2441109868611519, 'norm_correct_prob_per_char': 0.24943332404269725, 'primary_metric': 0.22186495176848875}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5530546623794212, 'predicted_index_per_token': 1.7106109324758842, 'predicted_index_per_char': 1.382636655948553, 'predicted_index_per_byte': 1.4019292604501608, 'predicted_index_uncond': 1.517684887459807, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.2379421221864952, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.2508038585209003, 'acc_uncond': 0.26366559485530544, 'no_answer': 0.0, 'sum_logits_corr': -32.825065598993824, 'logits_per_token_corr': -4.947387385030442, 'logits_per_char_corr': -0.9666650378693183, 'bits_per_byte_corr': 1.3898085220150045, 'correct_prob': 4.409481959765227e-05, 'correct_prob_per_token': 0.01584455967052279, 'correct_prob_per_char': 0.39674541489741705, 'margin': -3.157217720958628e-05, 'margin_per_token': -0.013030375765780604, 'margin_per_char': -0.06509172666681345, 'total_prob': 0.00013713155337164638, 'total_prob_per_token': 0.06812203455283465, 'total_prob_per_char': 1.5991968506394014, 'uncond_correct_prob': 4.34425786417325e-06, 'uncond_correct_prob_per_token': 0.008863708250473746, 'uncond_correct_prob_per_char': 0.3420697872477636, 'uncond_total_prob': 1.111781077073797e-05, 'norm_correct_prob': 0.22700406355029998, 'norm_correct_prob_per_token': 0.243780388038358, 'norm_correct_prob_per_char': 0.24869592438127056, 'primary_metric': 0.22186495176848875}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.4790996784565917, 'predicted_index_per_token': 1.639871382636656, 'predicted_index_per_char': 1.3118971061093248, 'predicted_index_per_byte': 1.6945337620578778, 'predicted_index_uncond': 1.3440514469453375, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.2347266881028939, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.2572347266881029, 'acc_uncond': 0.24758842443729903, 'no_answer': 0.0, 'sum_logits_corr': -32.71257915374167, 'logits_per_token_corr': -4.860635108664458, 'logits_per_char_corr': -0.9504069346149108, 'logits_per_byte_corr': 1.3665569873916064, 'correct_prob': 9.029418791093463e-05, 'correct_prob_per_token': 0.01700144068653526, 'correct_prob_per_char': 0.4021086803005735, 'margin': -5.5225756734862734e-05, 'margin_per_token': -0.013221894107435829, 'margin_per_char': -0.06626360478246704, 'total_prob': 0.0002533404341550831, 'total_prob_per_token': 0.07146830584362017, 'total_prob_per_char': 1.6186651454605636, 'uncond_correct_prob': 2.5128288621233646e-06, 'uncond_correct_prob_per_token': 0.007908702815504274, 'uncond_correct_prob_per_char': 0.3281834138178313, 'uncond_total_prob': 6.486832315190144e-06, 'norm_correct_prob': 0.22757627533956207, 'norm_correct_prob_per_token': 0.2446406013068202, 'norm_correct_prob_per_char': 0.24908628881259776, 'primary_metric': 0.24115755627009647}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.594855305466238, 'predicted_index_per_token': 1.6366559485530547, 'predicted_index_per_char': 1.4083601286173633, 'predicted_index_per_byte': 1.427652733118971, 'predicted_index_uncond': 1.4662379421221865, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21221864951768488, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.2315112540192926, 'acc_per_byte': 0.2347266881028939, 'acc_uncond': 0.2765273311897106, 'no_answer': 0.0, 'sum_logits_corr': -32.28442266133054, 'logits_per_token_corr': -4.91919380362002, 'logits_per_char_corr': -0.9586232663231253, 'bits_per_byte_corr': 1.3784681248068549, 'correct_prob': 4.091556132321476e-05, 'correct_prob_per_token': 0.017169371539510016, 'correct_prob_per_char': 0.4000071780421396, 'margin': -3.714854284652958e-05, 'margin_per_token': -0.014776300259135117, 'margin_per_char': -0.06943563535666925, 'total_prob': 0.00013977692776057202, 'total_prob_per_token': 0.07446904609430298, 'total_prob_per_char': 1.6168626157471058, 'uncond_correct_prob': 3.068492783052295e-06, 'uncond_correct_prob_per_token': 0.008076274618771598, 'uncond_correct_prob_per_char': 0.32608487023921284, 'uncond_total_prob': 7.0868067138641665e-06, 'norm_correct_prob': 0.21486679824232222, 'norm_correct_prob_per_token': 0.237663774589001, 'norm_correct_prob_per_char': 0.24839977383659254, 'primary_metric': 0.21221864951768488}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.6237942122186495, 'predicted_index_per_token': 1.720257234726688, 'predicted_index_per_char': 1.3890675241157557, 'predicted_index_per_byte': 1.3954983922829582, 'predicted_index_uncond': 1.472668810289389, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.21221864951768488, 'acc_per_char': 0.2315112540192926, 'acc_per_byte': 0.2315112540192926, 'acc_uncond': 0.24437299035369775, 'no_answer': 0.0, 'sum_logits_corr': -32.346255780799595, 'logits_per_token_corr': -4.879656409157994, 'logits_per_char_corr': -0.9510628303522357, 'bits_per_byte_corr': 1.3674417304280688, 'correct_prob': 5.936701168144421e-05, 'correct_prob_per_token': 0.017703719335180158, 'correct_prob_per_char': 0.40224273331451066, 'margin': -2.5637214440557375e-05, 'margin_per_token': -0.014121285463198786, 'margin_per_char': -0.06923032254377084, 'total_prob': 0.00017011524834743277, 'total_prob_per_token': 0.07471626481515191, 'total_prob_per_char': 1.6262696067819233, 'uncond_correct_prob': 3.013227909298061e-06, 'uncond_correct_prob_per_token': 0.00835833124858149, 'uncond_correct_prob_per_char': 0.3330742512658592, 'uncond_total_prob': 7.396990843215757e-06, 'norm_correct_prob': 0.22493930757261485, 'norm_correct_prob_per_token': 0.2409452919794375, 'norm_correct_prob_per_char': 0.247685014086405, 'primary_metric': 0.22186495176848875}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.5916398713826367, 'predicted_index_per_token': 1.765273311897106, 'predicted_index_per_char': 1.4180064308681672, 'predicted_index_per_byte': 1.607717041800643, 'predicted_index_uncond': 1.382636655948553, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.2315112540192926, 'acc_per_char': 0.2604501607717042, 'acc_per_byte': 0.2572347266881029, 'acc_uncond': 0.2604501607717042, 'no_answer': 0.0, 'sum_logits_corr': -32.063458553081155, 'logits_per_token_corr': -4.772069259263279, 'logits_per_char_corr': -0.9324847383878405, 'logits_per_byte_corr': 1.340767341649677, 'correct_prob': 0.00013557921516850585, 'correct_prob_per_token': 0.018312643204130043, 'correct_prob_per_char': 0.4086505136205423, 'margin': -4.2715955338838765e-05, 'margin_per_token': -0.013956640621623852, 'margin_per_char': -0.0650347910145345, 'total_prob': 0.0003477172571175574, 'total_prob_per_token': 0.0766936238241088, 'total_prob_per_char': 1.645632961056079, 'uncond_correct_prob': 2.2588961852537386e-06, 'uncond_correct_prob_per_token': 0.008877605392148175, 'uncond_correct_prob_per_char': 0.33032006233845573, 'uncond_total_prob': 4.8242306154405055e-06, 'norm_correct_prob': 0.22794598074515282, 'norm_correct_prob_per_token': 0.2448125484489701, 'norm_correct_prob_per_char': 0.2489698713153112, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5884244372990353, 'predicted_index_per_token': 1.6881028938906752, 'predicted_index_per_char': 1.3987138263665595, 'predicted_index_per_byte': 1.4083601286173633, 'predicted_index_uncond': 1.4244372990353698, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24758842443729903, 'acc_per_token': 0.24115755627009647, 'acc_per_char': 0.2540192926045016, 'acc_per_byte': 0.24758842443729903, 'acc_uncond': 0.2829581993569132, 'no_answer': 0.0, 'sum_logits_corr': -31.35112232870611, 'logits_per_token_corr': -4.673225279513387, 'logits_per_char_corr': -0.9076271865122968, 'bits_per_byte_corr': 1.304977549763231, 'correct_prob': 0.00014469113531273025, 'correct_prob_per_token': 0.020639463017026967, 'correct_prob_per_char': 0.4171695643903647, 'margin': -1.563169036730078e-05, 'margin_per_token': -0.01555636095128127, 'margin_per_char': -0.0660639616054685, 'total_prob': 0.0003276734479178446, 'total_prob_per_token': 0.08629097934649699, 'total_prob_per_char': 1.6784384660897542, 'uncond_correct_prob': 5.710973303347529e-06, 'uncond_correct_prob_per_token': 0.008857328283649058, 'uncond_correct_prob_per_char': 0.33187930565040935, 'uncond_total_prob': 1.3001440597024376e-05, 'norm_correct_prob': 0.24280914853448426, 'norm_correct_prob_per_token': 0.2473649216442489, 'norm_correct_prob_per_char': 0.24977011945935268, 'primary_metric': 0.24758842443729903}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.607717041800643, 'predicted_index_per_token': 1.7234726688102895, 'predicted_index_per_char': 1.3665594855305465, 'predicted_index_per_byte': 1.3890675241157557, 'predicted_index_uncond': 1.337620578778135, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.22508038585209003, 'acc_per_char': 0.2540192926045016, 'acc_per_byte': 0.24758842443729903, 'acc_uncond': 0.2315112540192926, 'no_answer': 0.0, 'sum_logits_corr': -31.697270733750518, 'logits_per_token_corr': -4.7216025059454365, 'logits_per_char_corr': -0.9231382977092042, 'bits_per_byte_corr': 1.3271968693782445, 'correct_prob': 8.817785217849127e-05, 'correct_prob_per_token': 0.018875352351550377, 'correct_prob_per_char': 0.412309653327548, 'margin': -3.617128466325223e-05, 'margin_per_token': -0.01568660477672617, 'margin_per_char': -0.06857009215836216, 'total_prob': 0.00023280576814399765, 'total_prob_per_token': 0.08153031557703187, 'total_prob_per_char': 1.6684458132902793, 'uncond_correct_prob': 4.4596572377939295e-06, 'uncond_correct_prob_per_token': 0.008133021783382174, 'uncond_correct_prob_per_char': 0.32929174175744563, 'uncond_total_prob': 9.777355199081898e-06, 'norm_correct_prob': 0.2273263967883433, 'norm_correct_prob_per_token': 0.23997054655563066, 'norm_correct_prob_per_char': 0.2476097759055765, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5466237942122187, 'predicted_index_per_token': 1.7138263665594855, 'predicted_index_per_char': 1.3890675241157557, 'predicted_index_per_byte': 1.6270096463022508, 'predicted_index_uncond': 1.405144694533762, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.2090032154340836, 'acc_per_char': 0.2315112540192926, 'acc_per_byte': 0.2861736334405145, 'acc_uncond': 0.2733118971061093, 'no_answer': 0.0, 'sum_logits_corr': -31.88657465931687, 'logits_per_token_corr': -4.780819249640855, 'logits_per_char_corr': -0.933872034339151, 'logits_per_byte_corr': 1.3425128609442227, 'correct_prob': 0.00015071338408870086, 'correct_prob_per_token': 0.018468440497861404, 'correct_prob_per_char': 0.4087887689592356, 'margin': -3.9767597082281425e-05, 'margin_per_token': -0.015343528387863858, 'margin_per_char': -0.07203921205712145, 'total_prob': 0.0003701968128731676, 'total_prob_per_token': 0.08003506010799032, 'total_prob_per_char': 1.6568749607785664, 'uncond_correct_prob': 3.211933473078235e-06, 'uncond_correct_prob_per_token': 0.008471485714470256, 'uncond_correct_prob_per_char': 0.32936620283041135, 'uncond_total_prob': 7.157305669841413e-06, 'norm_correct_prob': 0.21810195422768808, 'norm_correct_prob_per_token': 0.2371674945595669, 'norm_correct_prob_per_char': 0.2472204591377052, 'primary_metric': 0.22186495176848875}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.4790996784565917, 'predicted_index_per_token': 1.607717041800643, 'predicted_index_per_char': 1.360128617363344, 'predicted_index_per_byte': 1.3440514469453375, 'predicted_index_uncond': 1.4565916398713827, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21543408360128619, 'acc_per_token': 0.2282958199356913, 'acc_per_char': 0.2604501607717042, 'acc_per_byte': 0.2604501607717042, 'acc_uncond': 0.2572347266881029, 'no_answer': 0.0, 'sum_logits_corr': -31.313519778358973, 'logits_per_token_corr': -4.703627633654677, 'logits_per_char_corr': -0.9171603773505078, 'bits_per_byte_corr': 1.3188232751488203, 'correct_prob': 0.00012744365532445676, 'correct_prob_per_token': 0.019665509447925417, 'correct_prob_per_char': 0.4144726252461707, 'margin': -2.1794290761547145e-05, 'margin_per_token': -0.01477488554444145, 'margin_per_char': -0.0669789707296185, 'total_prob': 0.0003092048426857977, 'total_prob_per_token': 0.08252302316870354, 'total_prob_per_char': 1.67090528930497, 'uncond_correct_prob': 1.7266704764521207e-06, 'uncond_correct_prob_per_token': 0.007762656816264546, 'uncond_correct_prob_per_char': 0.3158883941344358, 'uncond_total_prob': 3.983935298559498e-06, 'norm_correct_prob': 0.22084947390587797, 'norm_correct_prob_per_token': 0.2437995921580677, 'norm_correct_prob_per_char': 0.24854447352824535, 'primary_metric': 0.21543408360128619}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5594855305466238, 'predicted_index_per_token': 1.6784565916398715, 'predicted_index_per_char': 1.3504823151125402, 'predicted_index_per_byte': 1.3665594855305465, 'predicted_index_uncond': 1.3408360128617363, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24437299035369775, 'acc_per_token': 0.2057877813504823, 'acc_per_char': 0.2315112540192926, 'acc_per_byte': 0.22186495176848875, 'acc_uncond': 0.27009646302250806, 'no_answer': 0.0, 'sum_logits_corr': -31.08156892034402, 'logits_per_token_corr': -4.6351231312740575, 'logits_per_char_corr': -0.9027020205444783, 'bits_per_byte_corr': 1.297890219625467, 'correct_prob': 0.0001244924071537097, 'correct_prob_per_token': 0.020730766414132542, 'correct_prob_per_char': 0.41977773405623586, 'margin': -1.9438172408606627e-05, 'margin_per_token': -0.016195739766376425, 'margin_per_char': -0.06682132213238334, 'total_prob': 0.00029059327136304316, 'total_prob_per_token': 0.08749278845661554, 'total_prob_per_char': 1.6925815333246135, 'uncond_correct_prob': 4.634439162066947e-06, 'uncond_correct_prob_per_token': 0.007862663754548098, 'uncond_correct_prob_per_char': 0.32325503231279235, 'uncond_total_prob': 1.0025863727106188e-05, 'norm_correct_prob': 0.2288494475262335, 'norm_correct_prob_per_token': 0.23951140463142623, 'norm_correct_prob_per_char': 0.24835092490358465, 'primary_metric': 0.24437299035369775}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5594855305466238, 'predicted_index_per_token': 1.707395498392283, 'predicted_index_per_char': 1.4244372990353698, 'predicted_index_per_byte': 1.6913183279742765, 'predicted_index_uncond': 1.4758842443729903, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21864951768488747, 'acc_per_token': 0.22186495176848875, 'acc_per_char': 0.24115755627009647, 'acc_per_byte': 0.28938906752411575, 'acc_uncond': 0.2282958199356913, 'no_answer': 0.0, 'sum_logits_corr': -31.027865476546946, 'logits_per_token_corr': -4.640471572740762, 'logits_per_char_corr': -0.9003702023940987, 'logits_per_byte_corr': 1.2944951055711487, 'correct_prob': 0.0002194957980823789, 'correct_prob_per_token': 0.021362268367355938, 'correct_prob_per_char': 0.4211107561405677, 'margin': -1.0988129673631395e-05, 'margin_per_token': -0.01586800242751359, 'margin_per_char': -0.07042782043941684, 'total_prob': 0.0005176390957056977, 'total_prob_per_token': 0.09067189747527109, 'total_prob_per_char': 1.7042087985637673, 'uncond_correct_prob': 2.799693700476384e-06, 'uncond_correct_prob_per_token': 0.00940367958861254, 'uncond_correct_prob_per_char': 0.3327233988954422, 'uncond_total_prob': 6.159762922659354e-06, 'norm_correct_prob': 0.214982077747287, 'norm_correct_prob_per_token': 0.2398063680701868, 'norm_correct_prob_per_char': 0.24750024772807128, 'primary_metric': 0.21864951768488747}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.527331189710611, 'predicted_index_per_token': 1.6366559485530547, 'predicted_index_per_char': 1.3311897106109325, 'predicted_index_per_byte': 1.3440514469453375, 'predicted_index_uncond': 1.5241157556270097, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.24115755627009647, 'acc_per_byte': 0.24115755627009647, 'acc_uncond': 0.2861736334405145, 'no_answer': 0.0, 'sum_logits_corr': -30.744813460629086, 'logits_per_token_corr': -4.599849868325703, 'logits_per_char_corr': -0.8972649345191546, 'bits_per_byte_corr': 1.290001353324107, 'correct_prob': 0.00017457514193136046, 'correct_prob_per_token': 0.0215772280988883, 'correct_prob_per_char': 0.42231095790845863, 'margin': -1.8365131327131656e-05, 'margin_per_token': -0.017643854843336543, 'margin_per_char': -0.06829886206747961, 'total_prob': 0.00039731241597123877, 'total_prob_per_token': 0.09170529527499725, 'total_prob_per_char': 1.7049294009312197, 'uncond_correct_prob': 2.498148436764042e-06, 'uncond_correct_prob_per_token': 0.0076955226219461575, 'uncond_correct_prob_per_char': 0.32001015636570485, 'uncond_total_prob': 5.736739024759023e-06, 'norm_correct_prob': 0.2209380657698254, 'norm_correct_prob_per_token': 0.24006571746314836, 'norm_correct_prob_per_char': 0.248107156363844, 'primary_metric': 0.22186495176848875}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.6591639871382637, 'predicted_index_per_token': 1.7556270096463023, 'predicted_index_per_char': 1.3987138263665595, 'predicted_index_per_byte': 1.4180064308681672, 'predicted_index_uncond': 1.4662379421221865, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.24115755627009647, 'acc_per_byte': 0.24115755627009647, 'acc_uncond': 0.2861736334405145, 'no_answer': 0.0, 'sum_logits_corr': -31.131042951172955, 'logits_per_token_corr': -4.652944226022888, 'logits_per_char_corr': -0.9048862854548538, 'bits_per_byte_corr': 1.300894411305435, 'correct_prob': 0.00019939125752085624, 'correct_prob_per_token': 0.02066583152205701, 'correct_prob_per_char': 0.41877865659315505, 'margin': 5.342530215957436e-05, 'margin_per_token': -0.015957238938843116, 'margin_per_char': -0.06624852420257897, 'total_prob': 0.0003679697607372661, 'total_prob_per_token': 0.08636558842097246, 'total_prob_per_char': 1.6826430403604602, 'uncond_correct_prob': 2.16614508583874e-06, 'uncond_correct_prob_per_token': 0.007681178256149798, 'uncond_correct_prob_per_char': 0.32198503638817505, 'uncond_total_prob': 4.751543562555341e-06, 'norm_correct_prob': 0.22815999406263493, 'norm_correct_prob_per_token': 0.24674784903850383, 'norm_correct_prob_per_char': 0.2494682429516853, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.5434083601286173, 'predicted_index_per_token': 1.720257234726688, 'predicted_index_per_char': 1.4212218649517685, 'predicted_index_per_byte': 1.6366559485530547, 'predicted_index_uncond': 1.45016077170418, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2315112540192926, 'acc_per_token': 0.2090032154340836, 'acc_per_char': 0.24758842443729903, 'acc_per_byte': 0.2797427652733119, 'acc_uncond': 0.26366559485530544, 'no_answer': 0.0, 'sum_logits_corr': -30.63626394241186, 'logits_per_token_corr': -4.615128669847487, 'logits_per_char_corr': -0.898401027904645, 'logits_per_byte_corr': 1.2916894731507829, 'correct_prob': 8.788674930021249e-05, 'correct_prob_per_token': 0.02217553662585185, 'correct_prob_per_char': 0.42271937960799183, 'margin': -9.707746515830755e-05, 'margin_per_token': -0.016545555192376795, 'margin_per_char': -0.06984816218436533, 'total_prob': 0.0003074686991081732, 'total_prob_per_token': 0.09324092161471813, 'total_prob_per_char': 1.7102960999636774, 'uncond_correct_prob': 2.2971694219233978e-06, 'uncond_correct_prob_per_token': 0.00873819460189623, 'uncond_correct_prob_per_char': 0.3283800066561333, 'uncond_total_prob': 5.3865499143487646e-06, 'norm_correct_prob': 0.22135222073430372, 'norm_correct_prob_per_token': 0.23984470998261043, 'norm_correct_prob_per_char': 0.24754895470627686, 'primary_metric': 0.2315112540192926}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5144694533762058, 'predicted_index_per_token': 1.594855305466238, 'predicted_index_per_char': 1.3344051446945338, 'predicted_index_per_byte': 1.3344051446945338, 'predicted_index_uncond': 1.4212218649517685, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2379421221864952, 'acc_per_token': 0.2057877813504823, 'acc_per_char': 0.24437299035369775, 'acc_per_byte': 0.24437299035369775, 'acc_uncond': 0.2765273311897106, 'no_answer': 0.0, 'sum_logits_corr': -30.460423829087873, 'logits_per_token_corr': -4.515324888514084, 'logits_per_char_corr': -0.8827322694124036, 'bits_per_byte_corr': 1.269053714761621, 'correct_prob': 0.00031311699612460826, 'correct_prob_per_token': 0.02219396489005582, 'correct_prob_per_char': 0.427971125322775, 'margin': 9.7400655601857e-05, 'margin_per_token': -0.017400447578236694, 'margin_per_char': -0.06903294078750678, 'total_prob': 0.0005655817084963989, 'total_prob_per_token': 0.0950343690943981, 'total_prob_per_char': 1.726641623663647, 'uncond_correct_prob': 2.5260808238428552e-06, 'uncond_correct_prob_per_token': 0.00740246875224292, 'uncond_correct_prob_per_char': 0.31940115785973167, 'uncond_total_prob': 5.7465747855344326e-06, 'norm_correct_prob': 0.22935138537767505, 'norm_correct_prob_per_token': 0.23933957140912218, 'norm_correct_prob_per_char': 0.2481837015060888, 'primary_metric': 0.2379421221864952}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5466237942122187, 'predicted_index_per_token': 1.6655948553054662, 'predicted_index_per_char': 1.337620578778135, 'predicted_index_per_byte': 1.3440514469453375, 'predicted_index_uncond': 1.3890675241157557, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2282958199356913, 'acc_per_token': 0.2057877813504823, 'acc_per_char': 0.2540192926045016, 'acc_per_byte': 0.2572347266881029, 'acc_uncond': 0.26366559485530544, 'no_answer': 0.0, 'sum_logits_corr': -30.786414342677862, 'logits_per_token_corr': -4.602239587673849, 'logits_per_char_corr': -0.8979217137006936, 'bits_per_byte_corr': 1.291018381541137, 'correct_prob': 0.00024702967541326574, 'correct_prob_per_token': 0.021555962269346966, 'correct_prob_per_char': 0.4226278187831583, 'margin': 0.00013529142880065807, 'margin_per_token': -0.017521121511847402, 'margin_per_char': -0.07075271786243333, 'total_prob': 0.00038474964642368816, 'total_prob_per_token': 0.0922487766350753, 'total_prob_per_char': 1.706633078444776, 'uncond_correct_prob': 2.605812694065715e-06, 'uncond_correct_prob_per_token': 0.00888417221303403, 'uncond_correct_prob_per_char': 0.3359156076369408, 'uncond_total_prob': 6.089052276670123e-06, 'norm_correct_prob': 0.22787454633648083, 'norm_correct_prob_per_token': 0.24133542644578324, 'norm_correct_prob_per_char': 0.24805096056662862, 'primary_metric': 0.2282958199356913}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.540192926045016, 'predicted_index_per_token': 1.6591639871382637, 'predicted_index_per_char': 1.3311897106109325, 'predicted_index_per_byte': 1.6141479099678457, 'predicted_index_uncond': 1.4115755627009647, 'correct_choice': 1.594855305466238, 'acc_raw': 0.19935691318327975, 'acc_per_token': 0.2057877813504823, 'acc_per_char': 0.24437299035369775, 'acc_per_byte': 0.2829581993569132, 'acc_uncond': 0.21864951768488747, 'no_answer': 0.0, 'sum_logits_corr': -31.32654928931086, 'logits_per_token_corr': -4.72445530324293, 'logits_per_char_corr': -0.9196818137722708, 'logits_per_byte_corr': 1.3223677154777274, 'correct_prob': 0.00016182436083319452, 'correct_prob_per_token': 0.019249265791955152, 'correct_prob_per_char': 0.41385449166946287, 'margin': -5.43513624305706e-05, 'margin_per_token': -0.015958686386175088, 'margin_per_char': -0.07098946438341798, 'total_prob': 0.0004140242757484658, 'total_prob_per_token': 0.08438243145518397, 'total_prob_per_char': 1.6778983952182551, 'uncond_correct_prob': 1.7102649685363024e-06, 'uncond_correct_prob_per_token': 0.009293143283120558, 'uncond_correct_prob_per_char': 0.33067959158523963, 'uncond_total_prob': 3.919210212360769e-06, 'norm_correct_prob': 0.20665532391538843, 'norm_correct_prob_per_token': 0.23688659411818713, 'norm_correct_prob_per_char': 0.24717831682126562, 'primary_metric': 0.19935691318327975}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.527331189710611, 'predicted_index_per_token': 1.5659163987138263, 'predicted_index_per_char': 1.2765273311897105, 'predicted_index_per_byte': 1.292604501607717, 'predicted_index_uncond': 1.382636655948553, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.2540192926045016, 'acc_uncond': 0.2572347266881029, 'no_answer': 0.0, 'sum_logits_corr': -30.4835062164969, 'logits_per_token_corr': -4.590535097074663, 'logits_per_char_corr': -0.8967648865221207, 'bits_per_byte_corr': 1.2893843702357328, 'correct_prob': 0.00014440183842224174, 'correct_prob_per_token': 0.021804112230472763, 'correct_prob_per_char': 0.4236174453738685, 'margin': -5.8782228539937945e-05, 'margin_per_token': -0.015905112674334657, 'margin_per_char': -0.06932114740709926, 'total_prob': 0.0003745531946103776, 'total_prob_per_token': 0.09089330683528392, 'total_prob_per_char': 1.700255618606116, 'uncond_correct_prob': 5.078652621470428e-06, 'uncond_correct_prob_per_token': 0.009122867849940422, 'uncond_correct_prob_per_char': 0.32942784445493006, 'uncond_total_prob': 1.0692667072227766e-05, 'norm_correct_prob': 0.23312376869150048, 'norm_correct_prob_per_token': 0.24561934835499172, 'norm_correct_prob_per_char': 0.2498828833739874, 'primary_metric': 0.24115755627009647}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.5369774919614148, 'predicted_index_per_token': 1.7266881028938907, 'predicted_index_per_char': 1.4212218649517685, 'predicted_index_per_byte': 1.4308681672025723, 'predicted_index_uncond': 1.4469453376205788, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2315112540192926, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.2604501607717042, 'acc_per_byte': 0.2540192926045016, 'acc_uncond': 0.2572347266881029, 'no_answer': 0.0, 'sum_logits_corr': -30.53707824949283, 'logits_per_token_corr': -4.588584897677787, 'logits_per_char_corr': -0.8918503917740892, 'bits_per_byte_corr': 1.2821351283118956, 'correct_prob': 0.00014469382112562934, 'correct_prob_per_token': 0.022242969060584376, 'correct_prob_per_char': 0.4249570888399859, 'margin': 6.5776140190459e-05, 'margin_per_token': -0.01704988306505402, 'margin_per_char': -0.06586863157896873, 'total_prob': 0.0002458091002248187, 'total_prob_per_token': 0.0929300238252978, 'total_prob_per_char': 1.7005030585601162, 'uncond_correct_prob': 1.750318339417202e-06, 'uncond_correct_prob_per_token': 0.008444325473497164, 'uncond_correct_prob_per_char': 0.3273952465397844, 'uncond_total_prob': 4.052308330723607e-06, 'norm_correct_prob': 0.23201082249253613, 'norm_correct_prob_per_token': 0.24919902820241205, 'norm_correct_prob_per_char': 0.25055903765776616, 'primary_metric': 0.2315112540192926}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.5466237942122187, 'predicted_index_per_token': 1.652733118971061, 'predicted_index_per_char': 1.3569131832797428, 'predicted_index_per_byte': 1.707395498392283, 'predicted_index_uncond': 1.4083601286173633, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2057877813504823, 'acc_per_token': 0.2090032154340836, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.24437299035369775, 'acc_uncond': 0.2540192926045016, 'no_answer': 0.0, 'sum_logits_corr': -31.456275426306526, 'logits_per_token_corr': -4.743515464595016, 'logits_per_char_corr': -0.925428963303616, 'logits_per_byte_corr': 1.3305749694996594, 'correct_prob': 0.00015882617364780874, 'correct_prob_per_token': 0.018526336146283295, 'correct_prob_per_char': 0.41128287858910934, 'margin': -9.019945549940386e-05, 'margin_per_token': -0.014767703724467318, 'margin_per_char': -0.0698411045056124, 'total_prob': 0.00046123454850082395, 'total_prob_per_token': 0.07912201574340598, 'total_prob_per_char': 1.6609296892276273, 'uncond_correct_prob': 1.7796931918652849e-06, 'uncond_correct_prob_per_token': 0.007784589110922678, 'uncond_correct_prob_per_char': 0.3181297896365327, 'uncond_total_prob': 3.7876281293956853e-06, 'norm_correct_prob': 0.20733784897485694, 'norm_correct_prob_per_token': 0.23902328052773764, 'norm_correct_prob_per_char': 0.24827539202448293, 'primary_metric': 0.2057877813504823}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5369774919614148, 'predicted_index_per_token': 1.67524115755627, 'predicted_index_per_char': 1.4019292604501608, 'predicted_index_per_byte': 1.414790996784566, 'predicted_index_uncond': 1.3729903536977492, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.24437299035369775, 'acc_per_byte': 0.24437299035369775, 'acc_uncond': 0.27009646302250806, 'no_answer': 0.0, 'sum_logits_corr': -30.376378634351624, 'logits_per_token_corr': -4.574952799908631, 'logits_per_char_corr': -0.8924042051743535, 'bits_per_byte_corr': 1.283025986754266, 'correct_prob': 0.00016135333256897354, 'correct_prob_per_token': 0.02239829264674744, 'correct_prob_per_char': 0.42522760880098515, 'margin': 5.123602102929894e-06, 'margin_per_token': -0.017316113502736895, 'margin_per_char': -0.06819840919715241, 'total_prob': 0.0003566198428499707, 'total_prob_per_token': 0.09467346652841584, 'total_prob_per_char': 1.713059861590455, 'uncond_correct_prob': 2.82594266105879e-06, 'uncond_correct_prob_per_token': 0.00855691788844175, 'uncond_correct_prob_per_char': 0.3246438955809793, 'uncond_total_prob': 6.102572439254404e-06, 'norm_correct_prob': 0.22866487688515685, 'norm_correct_prob_per_token': 0.24230875523316578, 'norm_correct_prob_per_char': 0.24891955869817317, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.562700964630225, 'predicted_index_per_token': 1.6913183279742765, 'predicted_index_per_char': 1.360128617363344, 'predicted_index_per_byte': 1.3633440514469453, 'predicted_index_uncond': 1.369774919614148, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2508038585209003, 'acc_per_token': 0.2282958199356913, 'acc_per_char': 0.2379421221864952, 'acc_per_byte': 0.24115755627009647, 'acc_uncond': 0.2379421221864952, 'no_answer': 0.0, 'sum_logits_corr': -30.09595651028624, 'logits_per_token_corr': -4.499704375549281, 'logits_per_char_corr': -0.8776090466406866, 'bits_per_byte_corr': 1.261750125717002, 'correct_prob': 0.00019940816067361668, 'correct_prob_per_token': 0.02356591739960112, 'correct_prob_per_char': 0.4313934177607843, 'margin': 2.1582770785030316e-05, 'margin_per_token': -0.018067298508959783, 'margin_per_char': -0.06969224748242381, 'total_prob': 0.000418629930657712, 'total_prob_per_token': 0.09967220385722195, 'total_prob_per_char': 1.7365770659703406, 'uncond_correct_prob': 1.1406401275337825e-06, 'uncond_correct_prob_per_token': 0.008334302877406058, 'uncond_correct_prob_per_char': 0.32704935239006316, 'uncond_total_prob': 2.752069537925311e-06, 'norm_correct_prob': 0.23672532123260406, 'norm_correct_prob_per_token': 0.24460270968573505, 'norm_correct_prob_per_char': 0.2487906377946672, 'primary_metric': 0.2508038585209003}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5209003215434083, 'predicted_index_per_token': 1.7106109324758842, 'predicted_index_per_char': 1.32475884244373, 'predicted_index_per_byte': 1.6784565916398715, 'predicted_index_uncond': 1.3536977491961415, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22508038585209003, 'acc_per_token': 0.2090032154340836, 'acc_per_char': 0.2282958199356913, 'acc_per_byte': 0.26366559485530544, 'acc_uncond': 0.21864951768488747, 'no_answer': 0.0, 'sum_logits_corr': -30.986172694485287, 'logits_per_token_corr': -4.65884943772556, 'logits_per_char_corr': -0.9088797368994791, 'logits_per_byte_corr': 1.3066360888178632, 'correct_prob': 0.0002572546884917147, 'correct_prob_per_token': 0.020536776355976137, 'correct_prob_per_char': 0.4180308636232869, 'margin': 8.295834962477028e-05, 'margin_per_token': -0.015219992678360602, 'margin_per_char': -0.07045527310708967, 'total_prob': 0.0004598034029608686, 'total_prob_per_token': 0.08660979715250339, 'total_prob_per_char': 1.6897882429749624, 'uncond_correct_prob': 1.5373325141307045e-06, 'uncond_correct_prob_per_token': 0.009177894617534892, 'uncond_correct_prob_per_char': 0.3305958147811398, 'uncond_total_prob': 3.42464459736733e-06, 'norm_correct_prob': 0.2265931849909451, 'norm_correct_prob_per_token': 0.2415350682124509, 'norm_correct_prob_per_char': 0.24785213808760767, 'primary_metric': 0.22508038585209003}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5594855305466238, 'predicted_index_per_token': 1.5980707395498392, 'predicted_index_per_char': 1.292604501607717, 'predicted_index_per_byte': 1.2990353697749195, 'predicted_index_uncond': 1.3729903536977492, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2282958199356913, 'acc_per_token': 0.2282958199356913, 'acc_per_char': 0.2315112540192926, 'acc_per_byte': 0.2315112540192926, 'acc_uncond': 0.2604501607717042, 'no_answer': 0.0, 'sum_logits_corr': -30.405331896815653, 'logits_per_token_corr': -4.577895376257803, 'logits_per_char_corr': -0.8944268783955793, 'bits_per_byte_corr': 1.2859572464011593, 'correct_prob': 0.00015127786763100427, 'correct_prob_per_token': 0.022160818079065746, 'correct_prob_per_char': 0.4248936153160047, 'margin': -1.87746517506804e-05, 'margin_per_token': -0.01698704019890012, 'margin_per_char': -0.06984759203886269, 'total_prob': 0.0003708205293701559, 'total_prob_per_token': 0.0941509036913996, 'total_prob_per_char': 1.715516879538376, 'uncond_correct_prob': 1.8015578817347588e-06, 'uncond_correct_prob_per_token': 0.008372328046281947, 'uncond_correct_prob_per_char': 0.3283051130553851, 'uncond_total_prob': 4.110493504414314e-06, 'norm_correct_prob': 0.2249164586637697, 'norm_correct_prob_per_token': 0.23928418323831924, 'norm_correct_prob_per_char': 0.24824598937473993, 'primary_metric': 0.2282958199356913}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.6334405144694535, 'predicted_index_per_token': 1.810289389067524, 'predicted_index_per_char': 1.3569131832797428, 'predicted_index_per_byte': 1.3762057877813505, 'predicted_index_uncond': 1.405144694533762, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24437299035369775, 'acc_per_token': 0.2282958199356913, 'acc_per_char': 0.2347266881028939, 'acc_per_byte': 0.2347266881028939, 'acc_uncond': 0.2315112540192926, 'no_answer': 0.0, 'sum_logits_corr': -30.487379629129, 'logits_per_token_corr': -4.590882286987637, 'logits_per_char_corr': -0.8946240648843796, 'bits_per_byte_corr': 1.2861853345160121, 'correct_prob': 0.00014113436469551585, 'correct_prob_per_token': 0.02234595960981566, 'correct_prob_per_char': 0.42447442525517654, 'margin': 3.2173216299940644e-05, 'margin_per_token': -0.018081969399335138, 'margin_per_char': -0.06879910848242064, 'total_prob': 0.00027587741206023413, 'total_prob_per_token': 0.09562165287467066, 'total_prob_per_char': 1.7111371936958915, 'uncond_correct_prob': 1.4850114125709858e-06, 'uncond_correct_prob_per_token': 0.008066692437160216, 'uncond_correct_prob_per_char': 0.31958384079684515, 'uncond_total_prob': 3.2240234834280055e-06, 'norm_correct_prob': 0.2304257390999703, 'norm_correct_prob_per_token': 0.24290172565472704, 'norm_correct_prob_per_char': 0.24862258981948254, 'primary_metric': 0.24437299035369775}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5787781350482315, 'predicted_index_per_token': 1.752411575562701, 'predicted_index_per_char': 1.4083601286173633, 'predicted_index_per_byte': 1.617363344051447, 'predicted_index_uncond': 1.337620578778135, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22508038585209003, 'acc_per_token': 0.22508038585209003, 'acc_per_char': 0.24437299035369775, 'acc_per_byte': 0.2733118971061093, 'acc_uncond': 0.2540192926045016, 'no_answer': 0.0, 'sum_logits_corr': -30.438356445533287, 'logits_per_token_corr': -4.569818147049022, 'logits_per_char_corr': -0.889688369310176, 'logits_per_byte_corr': 1.2790104551414674, 'correct_prob': 0.00016666216762371334, 'correct_prob_per_token': 0.022023018654708886, 'correct_prob_per_char': 0.4256178362964809, 'margin': -3.933206931472487e-05, 'margin_per_token': -0.017135227572054233, 'margin_per_char': -0.07027656510494694, 'total_prob': 0.00040950313776629037, 'total_prob_per_token': 0.09416110721767515, 'total_prob_per_char': 1.7221697773106284, 'uncond_correct_prob': 2.3942948272302393e-06, 'uncond_correct_prob_per_token': 0.009124841411494276, 'uncond_correct_prob_per_char': 0.3301556648250042, 'uncond_total_prob': 5.341967336940091e-06, 'norm_correct_prob': 0.2246556744798472, 'norm_correct_prob_per_token': 0.24149870887720015, 'norm_correct_prob_per_char': 0.2472949962040171, 'primary_metric': 0.22508038585209003}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.5112540192926045, 'predicted_index_per_token': 1.572347266881029, 'predicted_index_per_char': 1.360128617363344, 'predicted_index_per_byte': 1.3633440514469453, 'predicted_index_uncond': 1.382636655948553, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2379421221864952, 'acc_per_token': 0.2315112540192926, 'acc_per_char': 0.2347266881028939, 'acc_per_byte': 0.2315112540192926, 'acc_uncond': 0.31189710610932475, 'no_answer': 0.0, 'sum_logits_corr': -29.937306259989356, 'logits_per_token_corr': -4.4878371558548436, 'logits_per_char_corr': -0.8756952061310376, 'bits_per_byte_corr': 1.2589467649919681, 'correct_prob': 0.00024368735254979123, 'correct_prob_per_token': 0.023724422500794855, 'correct_prob_per_char': 0.43193574755798636, 'margin': 9.279691289734519e-05, 'margin_per_token': -0.018141544583430064, 'margin_per_char': -0.0696570430460766, 'total_prob': 0.0004239221847040995, 'total_prob_per_token': 0.10078256154437597, 'total_prob_per_char': 1.7411731987166184, 'uncond_correct_prob': 1.2524495014229707e-06, 'uncond_correct_prob_per_token': 0.0075845621552293385, 'uncond_correct_prob_per_char': 0.31598524996401994, 'uncond_total_prob': 2.759378584489055e-06, 'norm_correct_prob': 0.2256469662950835, 'norm_correct_prob_per_token': 0.24397474817263415, 'norm_correct_prob_per_char': 0.2485888670867055, 'primary_metric': 0.2379421221864952}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.5884244372990353, 'predicted_index_per_token': 1.7588424437299035, 'predicted_index_per_char': 1.4244372990353698, 'predicted_index_per_byte': 1.4180064308681672, 'predicted_index_uncond': 1.3279742765273312, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2282958199356913, 'acc_per_token': 0.2090032154340836, 'acc_per_char': 0.27009646302250806, 'acc_per_byte': 0.27009646302250806, 'acc_uncond': 0.28938906752411575, 'no_answer': 0.0, 'sum_logits_corr': -30.466931835248158, 'logits_per_token_corr': -4.609993313784366, 'logits_per_char_corr': -0.8940507779496313, 'bits_per_byte_corr': 1.285411850356982, 'correct_prob': 0.0001244825735776894, 'correct_prob_per_token': 0.02370605578973308, 'correct_prob_per_char': 0.42489940646781427, 'margin': 4.499729040960039e-05, 'margin_per_token': -0.01829116657530524, 'margin_per_char': -0.0695348132332825, 'total_prob': 0.00022061759219727724, 'total_prob_per_token': 0.09779017679010202, 'total_prob_per_char': 1.7086856101876424, 'uncond_correct_prob': 1.312822655374984e-06, 'uncond_correct_prob_per_token': 0.008221583261233616, 'uncond_correct_prob_per_char': 0.32274136363809425, 'uncond_total_prob': 2.9696435727867013e-06, 'norm_correct_prob': 0.2318881865700615, 'norm_correct_prob_per_token': 0.24664451870790477, 'norm_correct_prob_per_char': 0.24933922462970656, 'primary_metric': 0.2282958199356913}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.6012861736334405, 'predicted_index_per_token': 1.684887459807074, 'predicted_index_per_char': 1.405144694533762, 'predicted_index_per_byte': 1.6109324758842443, 'predicted_index_uncond': 1.3665594855305465, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2282958199356913, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.2508038585209003, 'acc_uncond': 0.2765273311897106, 'no_answer': 0.0, 'sum_logits_corr': -30.177421416500373, 'logits_per_token_corr': -4.510678450005583, 'logits_per_char_corr': -0.874433958773223, 'logits_per_byte_corr': 1.2571008101447998, 'correct_prob': 0.0001962431606028558, 'correct_prob_per_token': 0.023696498869105066, 'correct_prob_per_char': 0.43084532048889307, 'margin': -2.099558263192571e-05, 'margin_per_token': -0.016910847598509707, 'margin_per_char': -0.06693283234584023, 'total_prob': 0.00044378920005387135, 'total_prob_per_token': 0.0987335056907502, 'total_prob_per_char': 1.734325775941803, 'uncond_correct_prob': 2.7653719706141273e-06, 'uncond_correct_prob_per_token': 0.00914003250867385, 'uncond_correct_prob_per_char': 0.33079870940773776, 'uncond_total_prob': 5.860648616864014e-06, 'norm_correct_prob': 0.22259928526938128, 'norm_correct_prob_per_token': 0.24531282910440086, 'norm_correct_prob_per_char': 0.2486493066930722, 'primary_metric': 0.2282958199356913}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.562700964630225, 'predicted_index_per_token': 1.6463022508038585, 'predicted_index_per_char': 1.3665594855305465, 'predicted_index_per_byte': 1.369774919614148, 'predicted_index_uncond': 1.414790996784566, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.2508038585209003, 'acc_per_byte': 0.24758842443729903, 'acc_uncond': 0.26688102893890675, 'no_answer': 0.0, 'sum_logits_corr': -29.26815298592546, 'logits_per_token_corr': -4.394094389226203, 'logits_per_char_corr': -0.8576411803324755, 'bits_per_byte_corr': 1.2331713484790434, 'correct_prob': 0.00022641209613418275, 'correct_prob_per_token': 0.025437572310174655, 'correct_prob_per_char': 0.4388869976122724, 'margin': 0.00010287551087190402, 'margin_per_token': -0.018818641331641805, 'margin_per_char': -0.06711356586204523, 'total_prob': 0.00037448018721941424, 'total_prob_per_token': 0.1067903248853633, 'total_prob_per_char': 1.7603258536825888, 'uncond_correct_prob': 3.0822091535153937e-06, 'uncond_correct_prob_per_token': 0.008463996753543541, 'uncond_correct_prob_per_char': 0.3244108148256439, 'uncond_total_prob': 6.56932352856872e-06, 'norm_correct_prob': 0.23961765028780643, 'norm_correct_prob_per_token': 0.24648575534103417, 'norm_correct_prob_per_char': 0.2501627571595262, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.594855305466238, 'predicted_index_per_token': 1.6881028938906752, 'predicted_index_per_char': 1.360128617363344, 'predicted_index_per_byte': 1.3665594855305465, 'predicted_index_uncond': 1.437299035369775, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24437299035369775, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.2282958199356913, 'acc_per_byte': 0.2282958199356913, 'acc_uncond': 0.2347266881028939, 'no_answer': 0.0, 'sum_logits_corr': -29.635223053659274, 'logits_per_token_corr': -4.4795954134111176, 'logits_per_char_corr': -0.8694026407438283, 'bits_per_byte_corr': 1.2498922503522227, 'correct_prob': 0.00021768360648557116, 'correct_prob_per_token': 0.025398346258323632, 'correct_prob_per_char': 0.43473398074156094, 'margin': 7.989367885399301e-05, 'margin_per_token': -0.01998975521185163, 'margin_per_char': -0.07168812862564186, 'total_prob': 0.00038676143613375385, 'total_prob_per_token': 0.107590440793196, 'total_prob_per_char': 1.7552356441602266, 'uncond_correct_prob': 2.030865737991602e-06, 'uncond_correct_prob_per_token': 0.008297402200832815, 'uncond_correct_prob_per_char': 0.32111595276246907, 'uncond_total_prob': 4.316307206777505e-06, 'norm_correct_prob': 0.23893660257542285, 'norm_correct_prob_per_token': 0.24102369966877518, 'norm_correct_prob_per_char': 0.24832268356726744, 'primary_metric': 0.24437299035369775}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.5916398713826367, 'predicted_index_per_token': 1.67524115755627, 'predicted_index_per_char': 1.3311897106109325, 'predicted_index_per_byte': 1.7266881028938907, 'predicted_index_uncond': 1.347266881028939, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.2282958199356913, 'acc_per_char': 0.24115755627009647, 'acc_per_byte': 0.29260450160771706, 'acc_uncond': 0.22186495176848875, 'no_answer': 0.0, 'sum_logits_corr': -29.960354134967474, 'logits_per_token_corr': -4.454816034008885, 'logits_per_char_corr': -0.8693977980965337, 'logits_per_byte_corr': 1.2499384993662372, 'correct_prob': 0.0002618742138005812, 'correct_prob_per_token': 0.02377475918333798, 'correct_prob_per_char': 0.43405786915163885, 'margin': -4.047790810441148e-05, 'margin_per_token': -0.018360232105902187, 'margin_per_char': -0.07009697148710183, 'total_prob': 0.0006110283696508363, 'total_prob_per_token': 0.10183946654529032, 'total_prob_per_char': 1.7545053982886176, 'uncond_correct_prob': 1.8389628761253796e-06, 'uncond_correct_prob_per_token': 0.008508290149387615, 'uncond_correct_prob_per_char': 0.3237308262196269, 'uncond_total_prob': 3.989619594660027e-06, 'norm_correct_prob': 0.22412053120134273, 'norm_correct_prob_per_token': 0.24028522198138175, 'norm_correct_prob_per_char': 0.24769244921691924, 'primary_metric': 0.24115755627009647}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.5466237942122187, 'predicted_index_per_token': 1.6237942122186495, 'predicted_index_per_char': 1.347266881028939, 'predicted_index_per_byte': 1.3633440514469453, 'predicted_index_uncond': 1.4212218649517685, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2379421221864952, 'acc_per_token': 0.22508038585209003, 'acc_per_char': 0.2347266881028939, 'acc_per_byte': 0.24437299035369775, 'acc_uncond': 0.26366559485530544, 'no_answer': 0.0, 'sum_logits_corr': -29.448119527657315, 'logits_per_token_corr': -4.450890548238934, 'logits_per_char_corr': -0.8681433437726812, 'bits_per_byte_corr': 1.2482412544577883, 'correct_prob': 0.00021828441963540378, 'correct_prob_per_token': 0.02472873477071608, 'correct_prob_per_char': 0.4349532533607625, 'margin': 8.692513676973612e-05, 'margin_per_token': -0.018582081664005233, 'margin_per_char': -0.07040207887090157, 'total_prob': 0.00038822967712617623, 'total_prob_per_token': 0.10470407842963028, 'total_prob_per_char': 1.7552761786141802, 'uncond_correct_prob': 3.045778140665746e-06, 'uncond_correct_prob_per_token': 0.009183748017755606, 'uncond_correct_prob_per_char': 0.3321052536142346, 'uncond_total_prob': 6.984211252737366e-06, 'norm_correct_prob': 0.22722200363512576, 'norm_correct_prob_per_token': 0.24218161266510146, 'norm_correct_prob_per_char': 0.24828344270304187, 'primary_metric': 0.2379421221864952}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.585209003215434, 'predicted_index_per_token': 1.6784565916398715, 'predicted_index_per_char': 1.3408360128617363, 'predicted_index_per_byte': 1.3408360128617363, 'predicted_index_uncond': 1.337620578778135, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.2379421221864952, 'acc_per_byte': 0.2379421221864952, 'acc_uncond': 0.2508038585209003, 'no_answer': 0.0, 'sum_logits_corr': -29.371657290259357, 'logits_per_token_corr': -4.392781932187583, 'logits_per_char_corr': -0.8516620202928185, 'bits_per_byte_corr': 1.224392378327341, 'correct_prob': 0.00018520746699101986, 'correct_prob_per_token': 0.02610835490239705, 'correct_prob_per_char': 0.4407374219242805, 'margin': -1.7062485705476984e-05, 'margin_per_token': -0.020212839245552006, 'margin_per_char': -0.07282261746851311, 'total_prob': 0.00044290499514203034, 'total_prob_per_token': 0.11135364252055223, 'total_prob_per_char': 1.7828464018816026, 'uncond_correct_prob': 1.997723549044204e-06, 'uncond_correct_prob_per_token': 0.00927507382272294, 'uncond_correct_prob_per_char': 0.33303073707930864, 'uncond_total_prob': 4.425411938234552e-06, 'norm_correct_prob': 0.22786303021178522, 'norm_correct_prob_per_token': 0.23843088316140038, 'norm_correct_prob_per_char': 0.24751992598139125, 'primary_metric': 0.22186495176848875}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.572347266881029, 'predicted_index_per_token': 1.5884244372990353, 'predicted_index_per_char': 1.3344051446945338, 'predicted_index_per_byte': 1.6945337620578778, 'predicted_index_uncond': 1.4340836012861737, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2282958199356913, 'acc_per_token': 0.19614147909967847, 'acc_per_char': 0.2508038585209003, 'acc_per_byte': 0.2508038585209003, 'acc_uncond': 0.2733118971061093, 'no_answer': 0.0, 'sum_logits_corr': -29.42620330914807, 'logits_per_token_corr': -4.407397413591188, 'logits_per_char_corr': -0.8550113866199882, 'logits_per_byte_corr': 1.22932353277298, 'correct_prob': 0.00024533166198249416, 'correct_prob_per_token': 0.0261500674249729, 'correct_prob_per_char': 0.43984848051003633, 'margin': -6.247244927005053e-05, 'margin_per_token': -0.01909595342204869, 'margin_per_char': -0.07158884351003797, 'total_prob': 0.0006002837487521034, 'total_prob_per_token': 0.1114200046950255, 'total_prob_per_char': 1.7805024372818965, 'uncond_correct_prob': 1.4790747881129169e-06, 'uncond_correct_prob_per_token': 0.008292483952120967, 'uncond_correct_prob_per_char': 0.3205804596448421, 'uncond_total_prob': 3.258014876046049e-06, 'norm_correct_prob': 0.2290117879220681, 'norm_correct_prob_per_token': 0.23951287713788424, 'norm_correct_prob_per_char': 0.24735322848314767, 'primary_metric': 0.2282958199356913}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.517684887459807, 'predicted_index_per_token': 1.6720257234726688, 'predicted_index_per_char': 1.3183279742765273, 'predicted_index_per_byte': 1.3086816720257235, 'predicted_index_uncond': 1.3762057877813505, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.2347266881028939, 'acc_per_byte': 0.2315112540192926, 'acc_uncond': 0.2861736334405145, 'no_answer': 0.0, 'sum_logits_corr': -29.055320429265308, 'logits_per_token_corr': -4.370443050798367, 'logits_per_char_corr': -0.8561392445616478, 'bits_per_byte_corr': 1.23087412602974, 'correct_prob': 0.00022368546492077568, 'correct_prob_per_token': 0.025586446057230327, 'correct_prob_per_char': 0.44028313147182746, 'margin': 4.904186257816015e-05, 'margin_per_token': -0.019516445924738963, 'margin_per_char': -0.0700760079263397, 'total_prob': 0.0004385135652917324, 'total_prob_per_token': 0.10925902845938251, 'total_prob_per_char': 1.7747395558166057, 'uncond_correct_prob': 3.076035110391395e-06, 'uncond_correct_prob_per_token': 0.009316884961515767, 'uncond_correct_prob_per_char': 0.3291783065751336, 'uncond_total_prob': 6.641215050581088e-06, 'norm_correct_prob': 0.23277753568769932, 'norm_correct_prob_per_token': 0.24349984266570102, 'norm_correct_prob_per_char': 0.2486614649272028, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.5562700964630225, 'predicted_index_per_token': 1.6334405144694535, 'predicted_index_per_char': 1.347266881028939, 'predicted_index_per_byte': 1.347266881028939, 'predicted_index_uncond': 1.4180064308681672, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2282958199356913, 'acc_per_token': 0.20257234726688103, 'acc_per_char': 0.20257234726688103, 'acc_per_byte': 0.20257234726688103, 'acc_uncond': 0.2315112540192926, 'no_answer': 0.0, 'sum_logits_corr': -28.93179547441734, 'logits_per_token_corr': -4.345879899503839, 'logits_per_char_corr': -0.8392414437920183, 'bits_per_byte_corr': 1.2065291208840194, 'correct_prob': 0.0002990886608851528, 'correct_prob_per_token': 0.028486379698412445, 'correct_prob_per_char': 0.44634119177636844, 'margin': 3.5287802009579404e-05, 'margin_per_token': -0.022378434178039804, 'margin_per_char': -0.07369973904163167, 'total_prob': 0.0006312240675673753, 'total_prob_per_token': 0.12175579011627169, 'total_prob_per_char': 1.8087895103603118, 'uncond_correct_prob': 2.264249345694133e-06, 'uncond_correct_prob_per_token': 0.00952768477451221, 'uncond_correct_prob_per_char': 0.3363927327481112, 'uncond_total_prob': 5.3064484247343835e-06, 'norm_correct_prob': 0.22724346483544683, 'norm_correct_prob_per_token': 0.23534662354204408, 'norm_correct_prob_per_char': 0.24694940869197063, 'primary_metric': 0.2282958199356913}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.527331189710611, 'predicted_index_per_token': 1.6270096463022508, 'predicted_index_per_char': 1.3311897106109325, 'predicted_index_per_byte': 1.7138263665594855, 'predicted_index_uncond': 1.4212218649517685, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24437299035369775, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.26688102893890675, 'acc_uncond': 0.3022508038585209, 'no_answer': 0.0, 'sum_logits_corr': -29.412185747140473, 'logits_per_token_corr': -4.393071675807556, 'logits_per_char_corr': -0.8533016961842986, 'logits_per_byte_corr': 1.226917285906996, 'correct_prob': 0.00026006873038858475, 'correct_prob_per_token': 0.025687379601346774, 'correct_prob_per_char': 0.43983854770435465, 'margin': 5.247700803985194e-05, 'margin_per_token': -0.018134103856965605, 'margin_per_char': -0.06912579247203841, 'total_prob': 0.0005115147986570048, 'total_prob_per_token': 0.10792485531222158, 'total_prob_per_char': 1.7735738348815409, 'uncond_correct_prob': 1.4480690891674766e-06, 'uncond_correct_prob_per_token': 0.009098458697946472, 'uncond_correct_prob_per_char': 0.3291821441564248, 'uncond_total_prob': 3.235827672342052e-06, 'norm_correct_prob': 0.2340405143776505, 'norm_correct_prob_per_token': 0.24187992399624256, 'norm_correct_prob_per_char': 0.24840706724437409, 'primary_metric': 0.24437299035369775}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.5691318327974277, 'predicted_index_per_token': 1.662379421221865, 'predicted_index_per_char': 1.3086816720257235, 'predicted_index_per_byte': 1.315112540192926, 'predicted_index_uncond': 1.3408360128617363, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.18971061093247588, 'acc_per_char': 0.2508038585209003, 'acc_per_byte': 0.2540192926045016, 'acc_uncond': 0.2765273311897106, 'no_answer': 0.0, 'sum_logits_corr': -29.147787360899702, 'logits_per_token_corr': -4.373455533506735, 'logits_per_char_corr': -0.8568186809068752, 'bits_per_byte_corr': 1.2318578708003396, 'correct_prob': 0.00023686256566743928, 'correct_prob_per_token': 0.025597722557947195, 'correct_prob_per_char': 0.43973455743618645, 'margin': 5.416919193231789e-05, 'margin_per_token': -0.019713027857925513, 'margin_per_char': -0.06880644636768965, 'total_prob': 0.0004634020917140939, 'total_prob_per_token': 0.10964191924936316, 'total_prob_per_char': 1.7733707316669312, 'uncond_correct_prob': 2.4998340301436536e-06, 'uncond_correct_prob_per_token': 0.008827305343032043, 'uncond_correct_prob_per_char': 0.3219417909500168, 'uncond_total_prob': 5.217440463310511e-06, 'norm_correct_prob': 0.23800094126237567, 'norm_correct_prob_per_token': 0.24028019967688172, 'norm_correct_prob_per_char': 0.24855229154990374, 'primary_metric': 0.24115755627009647}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.6334405144694535, 'predicted_index_per_token': 1.7234726688102895, 'predicted_index_per_char': 1.369774919614148, 'predicted_index_per_byte': 1.3762057877813505, 'predicted_index_uncond': 1.4662379421221865, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.2057877813504823, 'acc_per_char': 0.2315112540192926, 'acc_per_byte': 0.2315112540192926, 'acc_uncond': 0.2765273311897106, 'no_answer': 0.0, 'sum_logits_corr': -28.905278927260273, 'logits_per_token_corr': -4.3283773731058846, 'logits_per_char_corr': -0.837412894747741, 'bits_per_byte_corr': 1.20389631403393, 'correct_prob': 0.0002625585004594396, 'correct_prob_per_token': 0.028592768068046198, 'correct_prob_per_char': 0.44721280036111044, 'margin': 6.118144975758508e-05, 'margin_per_token': -0.022001137059008607, 'margin_per_char': -0.07353398525705525, 'total_prob': 0.0005184799302283323, 'total_prob_per_token': 0.12111384462931422, 'total_prob_per_char': 1.8093942267421257, 'uncond_correct_prob': 1.4026434827680305e-06, 'uncond_correct_prob_per_token': 0.008135748061541055, 'uncond_correct_prob_per_char': 0.32137637343515396, 'uncond_total_prob': 2.98676254105599e-06, 'norm_correct_prob': 0.230402575888472, 'norm_correct_prob_per_token': 0.2373590888141632, 'norm_correct_prob_per_char': 0.247445927348394, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.5434083601286173, 'predicted_index_per_token': 1.6816720257234727, 'predicted_index_per_char': 1.3086816720257235, 'predicted_index_per_byte': 1.6816720257234727, 'predicted_index_uncond': 1.4115755627009647, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24437299035369775, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.2604501607717042, 'acc_per_byte': 0.2604501607717042, 'acc_uncond': 0.24437299035369775, 'no_answer': 0.0, 'sum_logits_corr': -28.993012832292024, 'logits_per_token_corr': -4.329865459940995, 'logits_per_char_corr': -0.842822818692538, 'logits_per_byte_corr': 1.2117360048556887, 'correct_prob': 0.0003113132154352895, 'correct_prob_per_token': 0.027368190217600622, 'correct_prob_per_char': 0.44521161708578694, 'margin': 5.56268830133003e-05, 'margin_per_token': -0.020970752326099063, 'margin_per_char': -0.07168128492983217, 'total_prob': 0.0006147136290327677, 'total_prob_per_token': 0.11679689306578253, 'total_prob_per_char': 1.7992709715279611, 'uncond_correct_prob': 1.162918491323288e-06, 'uncond_correct_prob_per_token': 0.008841980548731716, 'uncond_correct_prob_per_char': 0.3203327601215368, 'uncond_total_prob': 2.7619220895160715e-06, 'norm_correct_prob': 0.23638459263014575, 'norm_correct_prob_per_token': 0.23966953180126913, 'norm_correct_prob_per_char': 0.24779023119665136, 'primary_metric': 0.24437299035369775}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.5144694533762058, 'predicted_index_per_token': 1.662379421221865, 'predicted_index_per_char': 1.315112540192926, 'predicted_index_per_byte': 1.3183279742765273, 'predicted_index_uncond': 1.3536977491961415, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24437299035369775, 'acc_per_token': 0.22186495176848875, 'acc_per_char': 0.2540192926045016, 'acc_per_byte': 0.2572347266881029, 'acc_uncond': 0.2861736334405145, 'no_answer': 0.0, 'sum_logits_corr': -28.62505629284972, 'logits_per_token_corr': -4.267583492572775, 'logits_per_char_corr': -0.8365058458810091, 'bits_per_byte_corr': 1.2026793159700668, 'correct_prob': 0.0003675224988012477, 'correct_prob_per_token': 0.028046040179360777, 'correct_prob_per_char': 0.4488052066877291, 'margin': 0.00012703433003788926, 'margin_per_token': -0.021151273270348808, 'margin_per_char': -0.06862516814919023, 'total_prob': 0.0006642875514015358, 'total_prob_per_token': 0.11883067949489162, 'total_prob_per_char': 1.8046803823970439, 'uncond_correct_prob': 3.436029652411086e-06, 'uncond_correct_prob_per_token': 0.009325145627081224, 'uncond_correct_prob_per_char': 0.32784487838641546, 'uncond_total_prob': 7.3916869287450094e-06, 'norm_correct_prob': 0.23781400276438652, 'norm_correct_prob_per_token': 0.24632900961295975, 'norm_correct_prob_per_char': 0.2492498792870476, 'primary_metric': 0.24437299035369775}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.572347266881029, 'predicted_index_per_token': 1.6655948553054662, 'predicted_index_per_char': 1.337620578778135, 'predicted_index_per_byte': 1.3440514469453375, 'predicted_index_uncond': 1.405144694533762, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2315112540192926, 'acc_per_token': 0.19614147909967847, 'acc_per_char': 0.21864951768488747, 'acc_per_byte': 0.21864951768488747, 'acc_uncond': 0.2733118971061093, 'no_answer': 0.0, 'sum_logits_corr': -28.7851308933025, 'logits_per_token_corr': -4.285059648781281, 'logits_per_char_corr': -0.8333073896710882, 'bits_per_byte_corr': 1.1980289133421431, 'correct_prob': 0.0002534197502600864, 'correct_prob_per_token': 0.028588473033890293, 'correct_prob_per_char': 0.4486786773609506, 'margin': -2.431071304119977e-05, 'margin_per_token': -0.021564947010806124, 'margin_per_char': -0.0717912648588846, 'total_prob': 0.0006011426727942705, 'total_prob_per_token': 0.1198893240751605, 'total_prob_per_char': 1.8098802530815818, 'uncond_correct_prob': 2.368417924684554e-06, 'uncond_correct_prob_per_token': 0.009164048169028478, 'uncond_correct_prob_per_char': 0.33070466083359806, 'uncond_total_prob': 4.959457703527209e-06, 'norm_correct_prob': 0.2377561805720828, 'norm_correct_prob_per_token': 0.23907569562745626, 'norm_correct_prob_per_char': 0.24835451161448155, 'primary_metric': 0.2315112540192926}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.6012861736334405, 'predicted_index_per_token': 1.752411575562701, 'predicted_index_per_char': 1.3890675241157557, 'predicted_index_per_byte': 1.6463022508038585, 'predicted_index_uncond': 1.4019292604501608, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.19614147909967847, 'acc_per_char': 0.2540192926045016, 'acc_per_byte': 0.26366559485530544, 'acc_uncond': 0.2765273311897106, 'no_answer': 0.0, 'sum_logits_corr': -29.271063021141618, 'logits_per_token_corr': -4.38455516392302, 'logits_per_char_corr': -0.8527069375511547, 'logits_per_byte_corr': 1.225996199730902, 'correct_prob': 0.00034647732812551307, 'correct_prob_per_token': 0.026227586784944416, 'correct_prob_per_char': 0.4413109386307218, 'margin': 3.261765623910036e-05, 'margin_per_token': -0.01957774525046841, 'margin_per_char': -0.06981886461162337, 'total_prob': 0.0007037133106593729, 'total_prob_per_token': 0.11131870784532977, 'total_prob_per_char': 1.782072733392446, 'uncond_correct_prob': 2.6593022394148317e-06, 'uncond_correct_prob_per_token': 0.008791136952240796, 'uncond_correct_prob_per_char': 0.3211906410361887, 'uncond_total_prob': 5.713880295359753e-06, 'norm_correct_prob': 0.23462252146905602, 'norm_correct_prob_per_token': 0.24292011237469266, 'norm_correct_prob_per_char': 0.24810784592452917, 'primary_metric': 0.24115755627009647}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.5369774919614148, 'predicted_index_per_token': 1.6591639871382637, 'predicted_index_per_char': 1.3665594855305465, 'predicted_index_per_byte': 1.369774919614148, 'predicted_index_uncond': 1.3794212218649518, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.2057877813504823, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.2540192926045016, 'acc_uncond': 0.2829581993569132, 'no_answer': 0.0, 'sum_logits_corr': -28.816739241026607, 'logits_per_token_corr': -4.341134461903805, 'logits_per_char_corr': -0.8482142113988632, 'bits_per_byte_corr': 1.2195106873055026, 'correct_prob': 0.00029954083363156834, 'correct_prob_per_token': 0.02680359117493646, 'correct_prob_per_char': 0.4435522004746801, 'margin': 6.098830520455596e-05, 'margin_per_token': -0.019809147928010116, 'margin_per_char': -0.06726075084490411, 'total_prob': 0.0005907635974392895, 'total_prob_per_token': 0.11274313197501715, 'total_prob_per_char': 1.783509352704912, 'uncond_correct_prob': 2.4893116405636313e-06, 'uncond_correct_prob_per_token': 0.009669895677462969, 'uncond_correct_prob_per_char': 0.329449855632136, 'uncond_total_prob': 5.6666904731167855e-06, 'norm_correct_prob': 0.23278024250595003, 'norm_correct_prob_per_token': 0.2464248366988716, 'norm_correct_prob_per_char': 0.24936591495559027, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.5434083601286173, 'predicted_index_per_token': 1.707395498392283, 'predicted_index_per_char': 1.315112540192926, 'predicted_index_per_byte': 1.3183279742765273, 'predicted_index_uncond': 1.3536977491961415, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2379421221864952, 'acc_per_token': 0.21221864951768488, 'acc_per_char': 0.24115755627009647, 'acc_per_byte': 0.2379421221864952, 'acc_uncond': 0.2572347266881029, 'no_answer': 0.0, 'sum_logits_corr': -28.46094188352873, 'logits_per_token_corr': -4.236342629155099, 'logits_per_char_corr': -0.8246546693977018, 'bits_per_byte_corr': 1.1855535615376085, 'correct_prob': 0.0002936735670814872, 'correct_prob_per_token': 0.029935306757429437, 'correct_prob_per_char': 0.4531373761722071, 'margin': 5.098612762509433e-05, 'margin_per_token': -0.021694251412566642, 'margin_per_char': -0.07220753598290902, 'total_prob': 0.0006090522991728857, 'total_prob_per_token': 0.12468237685808566, 'total_prob_per_char': 1.8273080280003997, 'uncond_correct_prob': 1.8389687624877737e-06, 'uncond_correct_prob_per_token': 0.00912793386779713, 'uncond_correct_prob_per_char': 0.3312811165266321, 'uncond_total_prob': 4.2684847350152916e-06, 'norm_correct_prob': 0.23386457895507123, 'norm_correct_prob_per_token': 0.24054096112854798, 'norm_correct_prob_per_char': 0.24829381706402415, 'primary_metric': 0.2379421221864952}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.562700964630225, 'predicted_index_per_token': 1.6913183279742765, 'predicted_index_per_char': 1.337620578778135, 'predicted_index_per_byte': 1.67524115755627, 'predicted_index_uncond': 1.4694533762057878, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.21221864951768488, 'acc_per_char': 0.24758842443729903, 'acc_per_byte': 0.2829581993569132, 'acc_uncond': 0.2797427652733119, 'no_answer': 0.0, 'sum_logits_corr': -28.729339472350585, 'logits_per_token_corr': -4.284708996660064, 'logits_per_char_corr': -0.832860985011325, 'logits_per_byte_corr': 1.1974061374913612, 'correct_prob': 0.0003730080985224865, 'correct_prob_per_token': 0.028251471667447032, 'correct_prob_per_char': 0.44954663632803255, 'margin': 4.5300229158776404e-05, 'margin_per_token': -0.021279289934287546, 'margin_per_char': -0.07093597478372235, 'total_prob': 0.0007627597829848047, 'total_prob_per_token': 0.12037733105398189, 'total_prob_per_char': 1.8182931966295681, 'uncond_correct_prob': 9.363405044360242e-07, 'uncond_correct_prob_per_token': 0.008677054901745763, 'uncond_correct_prob_per_char': 0.3216750378685944, 'uncond_total_prob': 2.2920402004855116e-06, 'norm_correct_prob': 0.2284327572214138, 'norm_correct_prob_per_token': 0.23983032526897613, 'norm_correct_prob_per_char': 0.2473654864878972, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.54983922829582, 'predicted_index_per_token': 1.6720257234726688, 'predicted_index_per_char': 1.2829581993569132, 'predicted_index_per_byte': 1.279742765273312, 'predicted_index_uncond': 1.3536977491961415, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24437299035369775, 'acc_per_token': 0.2090032154340836, 'acc_per_char': 0.24758842443729903, 'acc_per_byte': 0.24437299035369775, 'acc_uncond': 0.2733118971061093, 'no_answer': 0.0, 'sum_logits_corr': -28.716600727804988, 'logits_per_token_corr': -4.311196435538593, 'logits_per_char_corr': -0.8442293289226159, 'bits_per_byte_corr': 1.2138903493669946, 'correct_prob': 0.00023875034534002307, 'correct_prob_per_token': 0.027409091454477886, 'correct_prob_per_char': 0.4458106969380344, 'margin': -1.2353569731643782e-05, 'margin_per_token': -0.020092290236578336, 'margin_per_char': -0.06807980250806728, 'total_prob': 0.0005392128937394933, 'total_prob_per_token': 0.11565623252538128, 'total_prob_per_char': 1.7954558532923997, 'uncond_correct_prob': 3.506197356151231e-06, 'uncond_correct_prob_per_token': 0.010077877779241446, 'uncond_correct_prob_per_char': 0.33620165219717313, 'uncond_total_prob': 7.758242748228818e-06, 'norm_correct_prob': 0.2360360266199221, 'norm_correct_prob_per_token': 0.24405991213191167, 'norm_correct_prob_per_char': 0.24867756948487113, 'primary_metric': 0.24437299035369775}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.5755627009646302, 'predicted_index_per_token': 1.6784565916398715, 'predicted_index_per_char': 1.3311897106109325, 'predicted_index_per_byte': 1.337620578778135, 'predicted_index_uncond': 1.3536977491961415, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.20257234726688103, 'acc_per_char': 0.2315112540192926, 'acc_per_byte': 0.2315112540192926, 'acc_uncond': 0.24758842443729903, 'no_answer': 0.0, 'sum_logits_corr': -28.478640252754236, 'logits_per_token_corr': -4.257087559469067, 'logits_per_char_corr': -0.8286573160932723, 'bits_per_byte_corr': 1.191229703678629, 'correct_prob': 0.0002037525395853675, 'correct_prob_per_token': 0.029062363986863682, 'correct_prob_per_char': 0.4513246240002759, 'margin': -5.254107960850251e-06, 'margin_per_token': -0.02179535492572875, 'margin_per_char': -0.07232423725925662, 'total_prob': 0.00048123595628616754, 'total_prob_per_token': 0.1226446699556652, 'total_prob_per_char': 1.8225451179154746, 'uncond_correct_prob': 1.995654935182597e-06, 'uncond_correct_prob_per_token': 0.009374577666675274, 'uncond_correct_prob_per_char': 0.33197401777468744, 'uncond_total_prob': 4.5368437187370905e-06, 'norm_correct_prob': 0.23108459414008925, 'norm_correct_prob_per_token': 0.23873234776737662, 'norm_correct_prob_per_char': 0.247883260297644, 'primary_metric': 0.22186495176848875}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.504823151125402, 'predicted_index_per_token': 1.6591639871382637, 'predicted_index_per_char': 1.3408360128617363, 'predicted_index_per_byte': 1.6591639871382637, 'predicted_index_uncond': 1.4308681672025723, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.18971061093247588, 'acc_per_char': 0.2508038585209003, 'acc_per_byte': 0.2797427652733119, 'acc_uncond': 0.2733118971061093, 'no_answer': 0.0, 'sum_logits_corr': -28.865982924243646, 'logits_per_token_corr': -4.316444584544874, 'logits_per_char_corr': -0.8403979371360348, 'logits_per_byte_corr': 1.2082896250763233, 'correct_prob': 0.0004584685518567716, 'correct_prob_per_token': 0.027394027020887415, 'correct_prob_per_char': 0.4464199687923658, 'margin': 0.00010089879332323163, 'margin_per_token': -0.020172718795209436, 'margin_per_char': -0.07094887087810357, 'total_prob': 0.0008744934336843722, 'total_prob_per_token': 0.1158614110377267, 'total_prob_per_char': 1.8022577678092342, 'uncond_correct_prob': 1.8448761879216955e-06, 'uncond_correct_prob_per_token': 0.009931291024601234, 'uncond_correct_prob_per_char': 0.3323499379734956, 'uncond_total_prob': 4.139803579128339e-06, 'norm_correct_prob': 0.23767946733031456, 'norm_correct_prob_per_token': 0.24153554290309034, 'norm_correct_prob_per_char': 0.2480332413312386, 'primary_metric': 0.24115755627009647}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.5562700964630225, 'predicted_index_per_token': 1.697749196141479, 'predicted_index_per_char': 1.32475884244373, 'predicted_index_per_byte': 1.3215434083601285, 'predicted_index_uncond': 1.3890675241157557, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.22186495176848875, 'acc_per_char': 0.24758842443729903, 'acc_per_byte': 0.24758842443729903, 'acc_uncond': 0.2861736334405145, 'no_answer': 0.0, 'sum_logits_corr': -28.25379268149471, 'logits_per_token_corr': -4.255854758223172, 'logits_per_char_corr': -0.8330552497988502, 'bits_per_byte_corr': 1.197785022758022, 'correct_prob': 0.0002276723474892706, 'correct_prob_per_token': 0.028871525287084945, 'correct_prob_per_char': 0.4508361709472921, 'margin': 3.256166606934522e-06, 'margin_per_token': -0.021166645275256316, 'margin_per_char': -0.06900662905623267, 'total_prob': 0.0005044192900975103, 'total_prob_per_token': 0.12227886115363763, 'total_prob_per_char': 1.814309925469657, 'uncond_correct_prob': 2.9460664711297706e-06, 'uncond_correct_prob_per_token': 0.010192041407114983, 'uncond_correct_prob_per_char': 0.3368986689558244, 'uncond_total_prob': 6.898531842066461e-06, 'norm_correct_prob': 0.2352560430722245, 'norm_correct_prob_per_token': 0.24520560956579393, 'norm_correct_prob_per_char': 0.24902247177973727, 'primary_metric': 0.24115755627009647}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.5369774919614148, 'predicted_index_per_token': 1.639871382636656, 'predicted_index_per_char': 1.279742765273312, 'predicted_index_per_byte': 1.2861736334405145, 'predicted_index_uncond': 1.3311897106109325, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2379421221864952, 'acc_per_token': 0.21221864951768488, 'acc_per_char': 0.2315112540192926, 'acc_per_byte': 0.2315112540192926, 'acc_uncond': 0.2379421221864952, 'no_answer': 0.0, 'sum_logits_corr': -28.293493050087687, 'logits_per_token_corr': -4.22573342645147, 'logits_per_char_corr': -0.822433524989154, 'bits_per_byte_corr': 1.1823420921126904, 'correct_prob': 0.00025317978940935865, 'correct_prob_per_token': 0.030102886999522103, 'correct_prob_per_char': 0.4543685917289408, 'margin': -7.435005358999981e-06, 'margin_per_token': -0.02159182466142806, 'margin_per_char': -0.07147324775642196, 'total_prob': 0.0005996514063914596, 'total_prob_per_token': 0.12569569581181886, 'total_prob_per_char': 1.8312926251846582, 'uncond_correct_prob': 2.428518134801186e-06, 'uncond_correct_prob_per_token': 0.009946362128788822, 'uncond_correct_prob_per_char': 0.33854651955858556, 'uncond_total_prob': 5.438191350202649e-06, 'norm_correct_prob': 0.23288503984747422, 'norm_correct_prob_per_token': 0.24051968921604341, 'norm_correct_prob_per_char': 0.24828121061706293, 'primary_metric': 0.2379421221864952}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.5112540192926045, 'predicted_index_per_token': 1.7041800643086817, 'predicted_index_per_char': 1.3086816720257235, 'predicted_index_per_byte': 1.6688102893890675, 'predicted_index_uncond': 1.437299035369775, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.19614147909967847, 'acc_per_char': 0.24437299035369775, 'acc_per_byte': 0.2765273311897106, 'acc_uncond': 0.2733118971061093, 'no_answer': 0.0, 'sum_logits_corr': -28.40902002831364, 'logits_per_token_corr': -4.231720146219682, 'logits_per_char_corr': -0.8232349000800007, 'logits_per_byte_corr': 1.1835999791574088, 'correct_prob': 0.0004572388992083973, 'correct_prob_per_token': 0.029542958350669748, 'correct_prob_per_char': 0.4536423397221562, 'margin': 8.416454713635918e-05, 'margin_per_token': -0.021313358229035656, 'margin_per_char': -0.07122792222590517, 'total_prob': 0.0008965595617806327, 'total_prob_per_token': 0.12479194076444862, 'total_prob_per_char': 1.8315637952420258, 'uncond_correct_prob': 1.9367636567100526e-06, 'uncond_correct_prob_per_token': 0.010091658228114078, 'uncond_correct_prob_per_char': 0.33227620236429545, 'uncond_total_prob': 4.312662235126691e-06, 'norm_correct_prob': 0.23178290860968878, 'norm_correct_prob_per_token': 0.24281435586696828, 'norm_correct_prob_per_char': 0.24791474053982138, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.54983922829582, 'predicted_index_per_token': 1.684887459807074, 'predicted_index_per_char': 1.2829581993569132, 'predicted_index_per_byte': 1.2668810289389068, 'predicted_index_uncond': 1.3633440514469453, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.2282958199356913, 'acc_per_byte': 0.22508038585209003, 'acc_uncond': 0.2829581993569132, 'no_answer': 0.0, 'sum_logits_corr': -28.171231584916928, 'logits_per_token_corr': -4.242807893997157, 'logits_per_char_corr': -0.8305337500080212, 'bits_per_byte_corr': 1.1941536165076811, 'correct_prob': 0.0002380445203598828, 'correct_prob_per_token': 0.029148158958215438, 'correct_prob_per_char': 0.4518728941471388, 'margin': 1.301581217219479e-05, 'margin_per_token': -0.021514215200751304, 'margin_per_char': -0.06956559071562536, 'total_prob': 0.0005169228564145947, 'total_prob_per_token': 0.12365598071575702, 'total_prob_per_char': 1.8199884869349396, 'uncond_correct_prob': 3.063723910104843e-06, 'uncond_correct_prob_per_token': 0.009816054570581044, 'uncond_correct_prob_per_char': 0.3342374091982181, 'uncond_total_prob': 6.865390066394476e-06, 'norm_correct_prob': 0.23652283709507388, 'norm_correct_prob_per_token': 0.24407221692349654, 'norm_correct_prob_per_char': 0.24870081450751402, 'primary_metric': 0.24115755627009647}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.5337620578778135, 'predicted_index_per_token': 1.6463022508038585, 'predicted_index_per_char': 1.2893890675241158, 'predicted_index_per_byte': 1.2893890675241158, 'predicted_index_uncond': 1.315112540192926, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2315112540192926, 'acc_per_token': 0.2057877813504823, 'acc_per_char': 0.2379421221864952, 'acc_per_byte': 0.2379421221864952, 'acc_uncond': 0.2379421221864952, 'no_answer': 0.0, 'sum_logits_corr': -28.129214417129468, 'logits_per_token_corr': -4.198759199618898, 'logits_per_char_corr': -0.8179204836760454, 'bits_per_byte_corr': 1.1758069803952704, 'correct_prob': 0.00027310872670468107, 'correct_prob_per_token': 0.030459722717022075, 'correct_prob_per_char': 0.45621852418047193, 'margin': -2.3978103574311735e-05, 'margin_per_token': -0.022101510040832245, 'margin_per_char': -0.07161392921666124, 'total_prob': 0.0006475615091818307, 'total_prob_per_token': 0.12751484424329576, 'total_prob_per_char': 1.8378507896957998, 'uncond_correct_prob': 3.080043473658055e-06, 'uncond_correct_prob_per_token': 0.01033450283377939, 'uncond_correct_prob_per_char': 0.34115812016832586, 'uncond_total_prob': 6.80265616560032e-06, 'norm_correct_prob': 0.23319869525110815, 'norm_correct_prob_per_token': 0.2407191170492208, 'norm_correct_prob_per_char': 0.24839540581710892, 'primary_metric': 0.2315112540192926}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.5305466237942122, 'predicted_index_per_token': 1.6816720257234727, 'predicted_index_per_char': 1.3215434083601285, 'predicted_index_per_byte': 1.67524115755627, 'predicted_index_uncond': 1.4533762057877813, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2379421221864952, 'acc_per_token': 0.20257234726688103, 'acc_per_char': 0.24437299035369775, 'acc_per_byte': 0.2765273311897106, 'acc_uncond': 0.2733118971061093, 'no_answer': 0.0, 'sum_logits_corr': -28.370185002636678, 'logits_per_token_corr': -4.223037075209479, 'logits_per_char_corr': -0.8222782977073868, 'logits_per_byte_corr': 1.182227781990214, 'correct_prob': 0.00048080853835845655, 'correct_prob_per_token': 0.02953866056953646, 'correct_prob_per_char': 0.4541749649433147, 'margin': 0.00010930724759305506, 'margin_per_token': -0.021675564303854762, 'margin_per_char': -0.07128850473902129, 'total_prob': 0.0009173412868235278, 'total_prob_per_token': 0.12532551273240278, 'total_prob_per_char': 1.8347256835386552, 'uncond_correct_prob': 1.6886179947585695e-06, 'uncond_correct_prob_per_token': 0.009777535402551883, 'uncond_correct_prob_per_char': 0.32991334223074437, 'uncond_total_prob': 3.7706666708466503e-06, 'norm_correct_prob': 0.2308442802859018, 'norm_correct_prob_per_token': 0.24235669027300208, 'norm_correct_prob_per_char': 0.2477418016900713, 'primary_metric': 0.2379421221864952}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.54983922829582, 'predicted_index_per_token': 1.6784565916398715, 'predicted_index_per_char': 1.2861736334405145, 'predicted_index_per_byte': 1.2958199356913183, 'predicted_index_uncond': 1.3954983922829582, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2379421221864952, 'acc_per_token': 0.21221864951768488, 'acc_per_char': 0.2282958199356913, 'acc_per_byte': 0.2315112540192926, 'acc_uncond': 0.2861736334405145, 'no_answer': 0.0, 'sum_logits_corr': -28.073588815916008, 'logits_per_token_corr': -4.225190010563084, 'logits_per_char_corr': -0.8268044904577533, 'bits_per_byte_corr': 1.1888349903013633, 'correct_prob': 0.00026267448753825734, 'correct_prob_per_token': 0.02977189882723085, 'correct_prob_per_char': 0.45354817966539346, 'margin': 3.4622316623251816e-05, 'margin_per_token': -0.02165148169601213, 'margin_per_char': -0.06919541134114188, 'total_prob': 0.0005453130927369489, 'total_prob_per_token': 0.12569646054637137, 'total_prob_per_char': 1.8254799947229046, 'uncond_correct_prob': 2.8121626968373913e-06, 'uncond_correct_prob_per_token': 0.009687668932902281, 'uncond_correct_prob_per_char': 0.33319585612873903, 'uncond_total_prob': 6.349080962806113e-06, 'norm_correct_prob': 0.23637414629939382, 'norm_correct_prob_per_token': 0.24470590630438488, 'norm_correct_prob_per_char': 0.24887900014039974, 'primary_metric': 0.2379421221864952}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.5530546623794212, 'predicted_index_per_token': 1.639871382636656, 'predicted_index_per_char': 1.2668810289389068, 'predicted_index_per_byte': 1.2733118971061093, 'predicted_index_uncond': 1.347266881028939, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2315112540192926, 'acc_per_token': 0.20257234726688103, 'acc_per_char': 0.2347266881028939, 'acc_per_byte': 0.2347266881028939, 'acc_uncond': 0.24115755627009647, 'no_answer': 0.0, 'sum_logits_corr': -28.051842825205764, 'logits_per_token_corr': -4.17678794298796, 'logits_per_char_corr': -0.8134698427974534, 'bits_per_byte_corr': 1.169437738999973, 'correct_prob': 0.00029967753913081354, 'correct_prob_per_token': 0.030939118785126774, 'correct_prob_per_char': 0.4580238471904711, 'margin': -7.980948123046645e-06, 'margin_per_token': -0.022404827833134012, 'margin_per_char': -0.07144267811433322, 'total_prob': 0.0006958109476010713, 'total_prob_per_token': 0.12953070665509797, 'total_prob_per_char': 1.8457151400704175, 'uncond_correct_prob': 2.239046866221315e-06, 'uncond_correct_prob_per_token': 0.009951012954249995, 'uncond_correct_prob_per_char': 0.3370275504542045, 'uncond_total_prob': 4.946107702062507e-06, 'norm_correct_prob': 0.23329833371729086, 'norm_correct_prob_per_token': 0.24027059550353802, 'norm_correct_prob_per_char': 0.24822928711370307, 'primary_metric': 0.2315112540192926}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
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|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4382716049382716, 'predicted_index_per_token': 1.4351851851851851, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.5617283950617284, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2623456790123457, 'acc_per_token': 0.25925925925925924, 'acc_per_char': 0.21604938271604937, 'acc_per_byte': 0.21604938271604937, 'acc_uncond': 0.25617283950617287, 'no_answer': 0.0, 'sum_logits_corr': -89.3823845003858, 'logits_per_token_corr': -10.913264104173592, 'logits_per_char_corr': -2.6500507546783125, 'bits_per_byte_corr': 3.820069589529066, 'correct_prob': 6.425510066394291e-07, 'correct_prob_per_token': 1.8627102709304305e-05, 'correct_prob_per_char': 0.10353371284752129, 'margin': -6.999602763745174e-07, 'margin_per_token': -2.5800820591458403e-06, 'margin_per_char': -0.03713361091102553, 'total_prob': 2.7477465383979962e-06, 'total_prob_per_token': 7.412481165476316e-05, 'total_prob_per_char': 0.41633576119340493, 'uncond_correct_prob': 6.999478600975962e-07, 'uncond_correct_prob_per_token': 1.8052350119936653e-05, 'uncond_correct_prob_per_char': 0.10300263996234717, 'uncond_total_prob': 3.329564047966561e-06, 'norm_correct_prob': 0.2657760320353303, 'norm_correct_prob_per_token': 0.25120574508618826, 'norm_correct_prob_per_char': 0.24365392168502484, 'primary_metric': 0.2623456790123457}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5061728395061729, 'predicted_index_per_token': 1.3981481481481481, 'predicted_index_per_char': 1.4938271604938271, 'predicted_index_per_byte': 1.4938271604938271, 'predicted_index_uncond': 1.521604938271605, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.25925925925925924, 'acc_per_token': 0.2345679012345679, 'acc_per_char': 0.2191358024691358, 'acc_per_byte': 0.2191358024691358, 'acc_uncond': 0.2654320987654321, 'no_answer': 0.0, 'sum_logits_corr': -90.34560689514066, 'logits_per_token_corr': -11.030004726597024, 'logits_per_char_corr': -2.6810560948153572, 'bits_per_byte_corr': 3.8648080960766293, 'correct_prob': 8.372710429515429e-07, 'correct_prob_per_token': 1.6558235589213614e-05, 'correct_prob_per_char': 0.10153568717588045, 'margin': -5.8118534849953e-07, 'margin_per_token': -2.7277605543497062e-06, 'margin_per_char': -0.03752804485714832, 'total_prob': 2.9660205566679474e-06, 'total_prob_per_token': 6.698157965012862e-05, 'total_prob_per_char': 0.4092398319701608, 'uncond_correct_prob': 8.304111709296147e-07, 'uncond_correct_prob_per_token': 1.6465978205370383e-05, 'uncond_correct_prob_per_char': 0.10141868538728227, 'uncond_total_prob': 3.393329668491804e-06, 'norm_correct_prob': 0.2592984151156505, 'norm_correct_prob_per_token': 0.2475326053946459, 'norm_correct_prob_per_char': 0.24291123355134264, 'primary_metric': 0.25925925925925924}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5030864197530864, 'predicted_index_per_token': 1.4197530864197532, 'predicted_index_per_char': 1.5277777777777777, 'predicted_index_per_byte': 1.6018518518518519, 'predicted_index_uncond': 1.4660493827160495, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2808641975308642, 'acc_per_token': 0.22839506172839505, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.24691358024691357, 'acc_uncond': 0.20987654320987653, 'no_answer': 0.0, 'sum_logits_corr': -89.05808146500293, 'logits_per_token_corr': -10.876081107951844, 'logits_per_char_corr': -2.641258349120631, 'logits_per_byte_corr': 3.8073594351033067, 'correct_prob': 6.669124207373408e-07, 'correct_prob_per_token': 1.9225327599786318e-05, 'correct_prob_per_char': 0.10421486897603498, 'margin': -5.025805840885561e-07, 'margin_per_token': -2.6776473784890553e-06, 'margin_per_char': -0.03790974733274831, 'total_prob': 2.6562474758966335e-06, 'total_prob_per_token': 7.697162223872216e-05, 'total_prob_per_char': 0.4197330803508911, 'uncond_correct_prob': 7.527574226140689e-07, 'uncond_correct_prob_per_token': 2.0154849927755814e-05, 'uncond_correct_prob_per_char': 0.104671122374236, 'uncond_total_prob': 2.995519802388307e-06, 'norm_correct_prob': 0.2642790484803399, 'norm_correct_prob_per_token': 0.24991940807338378, 'norm_correct_prob_per_char': 0.24370650656118142, 'primary_metric': 0.2808641975308642}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5925925925925926, 'predicted_index_per_token': 1.5925925925925926, 'predicted_index_per_char': 1.537037037037037, 'predicted_index_per_byte': 1.5308641975308641, 'predicted_index_uncond': 1.404320987654321, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.25308641975308643, 'acc_per_char': 0.2222222222222222, 'acc_per_byte': 0.2222222222222222, 'acc_uncond': 0.24382716049382716, 'no_answer': 0.0, 'sum_logits_corr': -37.999062489580226, 'logits_per_token_corr': -5.2127899007943705, 'logits_per_char_corr': -1.2311933221466214, 'bits_per_byte_corr': 1.7751545297232256, 'correct_prob': 1.6072402906574675e-05, 'correct_prob_per_token': 0.016623379527429955, 'correct_prob_per_char': 0.3387091214104539, 'margin': -4.536794747349026e-06, 'margin_per_token': -0.010466559074160118, 'margin_per_char': -0.06928183310389428, 'total_prob': 4.450602367012762e-05, 'total_prob_per_token': 0.06430752813898094, 'total_prob_per_char': 1.3616209938224486, 'uncond_correct_prob': 9.303666628849208e-07, 'uncond_correct_prob_per_token': 0.007267404355265172, 'uncond_correct_prob_per_char': 0.2782493883432697, 'uncond_total_prob': 5.52257260269603e-06, 'norm_correct_prob': 0.2935671790081307, 'norm_correct_prob_per_token': 0.24683229649967947, 'norm_correct_prob_per_char': 0.2469179694691387, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5771604938271604, 'predicted_index_per_token': 1.5864197530864197, 'predicted_index_per_char': 1.5524691358024691, 'predicted_index_per_byte': 1.5524691358024691, 'predicted_index_uncond': 1.4290123456790123, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.27469135802469136, 'acc_per_token': 0.22530864197530864, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.21604938271604937, 'no_answer': 0.0, 'sum_logits_corr': -38.281314393620434, 'logits_per_token_corr': -5.200524067941266, 'logits_per_char_corr': -1.2260575593341183, 'bits_per_byte_corr': 1.7676541475179126, 'correct_prob': 2.9139791049247228e-05, 'correct_prob_per_token': 0.016018107583477402, 'correct_prob_per_char': 0.33711743677402933, 'margin': -5.681088755133255e-05, 'margin_per_token': -0.010490787288309088, 'margin_per_char': -0.069605647008858, 'total_prob': 0.00013793323978968333, 'total_prob_per_token': 0.06307333555260748, 'total_prob_per_char': 1.3659327223172306, 'uncond_correct_prob': 4.997486446176559e-07, 'uncond_correct_prob_per_token': 0.00641159221634119, 'uncond_correct_prob_per_char': 0.27632589679677555, 'uncond_total_prob': 5.784749805195933e-06, 'norm_correct_prob': 0.27601893405245664, 'norm_correct_prob_per_token': 0.2356539769494022, 'norm_correct_prob_per_char': 0.24429688479661366, 'primary_metric': 0.27469135802469136}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.6111111111111112, 'predicted_index_per_token': 1.5648148148148149, 'predicted_index_per_char': 1.5833333333333333, 'predicted_index_per_byte': 1.5833333333333333, 'predicted_index_uncond': 1.4506172839506173, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.2191358024691358, 'acc_per_char': 0.20679012345679013, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.20679012345679013, 'no_answer': 0.0, 'sum_logits_corr': -38.43045169777341, 'logits_per_token_corr': -5.251977100719866, 'logits_per_char_corr': -1.243311250505474, 'logits_per_byte_corr': 1.7924994993013008, 'correct_prob': 2.986613325606516e-05, 'correct_prob_per_token': 0.015499737961748448, 'correct_prob_per_char': 0.33441777260459954, 'margin': 1.013135994245675e-05, 'margin_per_token': -0.008836491530368765, 'margin_per_char': -0.06909006162826418, 'total_prob': 5.60995976209824e-05, 'total_prob_per_token': 0.05896139010836453, 'total_prob_per_char': 1.3480146991007673, 'uncond_correct_prob': 5.60267803731978e-07, 'uncond_correct_prob_per_token': 0.006379494274040193, 'uncond_correct_prob_per_char': 0.2718726336488113, 'uncond_total_prob': 3.360016879659364e-06, 'norm_correct_prob': 0.284815137496654, 'norm_correct_prob_per_token': 0.24056100471329114, 'norm_correct_prob_per_char': 0.2453083621104098, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5555555555555556, 'predicted_index_per_token': 1.617283950617284, 'predicted_index_per_char': 1.5833333333333333, 'predicted_index_per_byte': 1.5771604938271604, 'predicted_index_uncond': 1.4598765432098766, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.29012345679012347, 'acc_per_token': 0.25308641975308643, 'acc_per_char': 0.2191358024691358, 'acc_per_byte': 0.2191358024691358, 'acc_uncond': 0.2191358024691358, 'no_answer': 0.0, 'sum_logits_corr': -36.67828153828044, 'logits_per_token_corr': -5.066466553644697, 'logits_per_char_corr': -1.189925502543952, 'bits_per_byte_corr': 1.7155297149061286, 'correct_prob': 1.9007221335462185e-05, 'correct_prob_per_token': 0.018110076627803756, 'correct_prob_per_char': 0.34818029246848353, 'margin': -2.069205217963446e-05, 'margin_per_token': -0.013074300544532784, 'margin_per_char': -0.07062446653477918, 'total_prob': 7.791959048108777e-05, 'total_prob_per_token': 0.07322230225252259, 'total_prob_per_char': 1.403364892518268, 'uncond_correct_prob': 6.940805379153374e-07, 'uncond_correct_prob_per_token': 0.00785211467518913, 'uncond_correct_prob_per_char': 0.29087960560243364, 'uncond_total_prob': 5.96016659252982e-06, 'norm_correct_prob': 0.28982159877065466, 'norm_correct_prob_per_token': 0.24238672836603387, 'norm_correct_prob_per_char': 0.24618536751051429, 'primary_metric': 0.29012345679012347}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5709876543209877, 'predicted_index_per_token': 1.558641975308642, 'predicted_index_per_char': 1.462962962962963, 'predicted_index_per_byte': 1.462962962962963, 'predicted_index_uncond': 1.462962962962963, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.22530864197530864, 'acc_per_char': 0.21604938271604937, 'acc_per_byte': 0.21604938271604937, 'acc_uncond': 0.21604938271604937, 'no_answer': 0.0, 'sum_logits_corr': -36.08530839284261, 'logits_per_token_corr': -4.929339965022975, 'logits_per_char_corr': -1.160247795394224, 'bits_per_byte_corr': 1.672731247619285, 'correct_prob': 6.909069505748596e-05, 'correct_prob_per_token': 0.020191080321037648, 'correct_prob_per_char': 0.3570387276716892, 'margin': 1.849410749981737e-05, 'margin_per_token': -0.01314175479935611, 'margin_per_char': -0.07175327738075886, 'total_prob': 0.00013697510992068246, 'total_prob_per_token': 0.08045196802808932, 'total_prob_per_char': 1.4412206800993488, 'uncond_correct_prob': 3.7083975779292117e-07, 'uncond_correct_prob_per_token': 0.008223919845531141, 'uncond_correct_prob_per_char': 0.29010060791796166, 'uncond_total_prob': 3.5589623107575088e-06, 'norm_correct_prob': 0.2796824546506782, 'norm_correct_prob_per_token': 0.23888441491048543, 'norm_correct_prob_per_char': 0.24586956334488583, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.623456790123457, 'predicted_index_per_token': 1.5895061728395061, 'predicted_index_per_char': 1.5401234567901234, 'predicted_index_per_byte': 1.5092592592592593, 'predicted_index_uncond': 1.5679012345679013, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.28703703703703703, 'acc_per_token': 0.25, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.2716049382716049, 'acc_uncond': 0.25617283950617287, 'no_answer': 0.0, 'sum_logits_corr': -36.09727786941293, 'logits_per_token_corr': -4.89494321827893, 'logits_per_char_corr': -1.1620078340124582, 'logits_per_byte_corr': 1.6753897348965607, 'correct_prob': 5.259382387837874e-05, 'correct_prob_per_token': 0.02098274142517597, 'correct_prob_per_char': 0.3608023531318232, 'margin': -3.030516385223386e-05, 'margin_per_token': -0.012823141114878624, 'margin_per_char': -0.07290326238467, 'total_prob': 0.00016819408578359137, 'total_prob_per_token': 0.08188135000821546, 'total_prob_per_char': 1.4551529551269493, 'uncond_correct_prob': 1.5022071524979235e-06, 'uncond_correct_prob_per_token': 0.00778479136429754, 'uncond_correct_prob_per_char': 0.2873285291966542, 'uncond_total_prob': 8.137012890901164e-06, 'norm_correct_prob': 0.27527141594879717, 'norm_correct_prob_per_token': 0.24017962237470972, 'norm_correct_prob_per_char': 0.24466743317587994, 'primary_metric': 0.28703703703703703}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.5277777777777777, 'predicted_index_per_token': 1.595679012345679, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.3950617283950617, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2839506172839506, 'acc_per_token': 0.24382716049382716, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.20987654320987653, 'acc_uncond': 0.23148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -34.970923282482005, 'logits_per_token_corr': -4.838661444962565, 'logits_per_char_corr': -1.1366757978396163, 'bits_per_byte_corr': 1.6388997527582376, 'correct_prob': 2.9237859199269052e-05, 'correct_prob_per_token': 0.023438166439233285, 'correct_prob_per_char': 0.367321084290595, 'margin': -2.2547780233334378e-05, 'margin_per_token': -0.013838424866750762, 'margin_per_char': -0.07115623564105876, 'total_prob': 9.754224481046688e-05, 'total_prob_per_token': 0.09005792916920663, 'total_prob_per_char': 1.4693246705272165, 'uncond_correct_prob': 5.139276920983605e-07, 'uncond_correct_prob_per_token': 0.008255698844293927, 'uncond_correct_prob_per_char': 0.2891059471035432, 'uncond_total_prob': 3.108980513248344e-06, 'norm_correct_prob': 0.2869237206085297, 'norm_correct_prob_per_token': 0.24935616860860782, 'norm_correct_prob_per_char': 0.24760748792591256, 'primary_metric': 0.2839506172839506}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.5709876543209877, 'predicted_index_per_token': 1.5648148148148149, 'predicted_index_per_char': 1.5432098765432098, 'predicted_index_per_byte': 1.5432098765432098, 'predicted_index_uncond': 1.441358024691358, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.28703703703703703, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.2037037037037037, 'no_answer': 0.0, 'sum_logits_corr': -34.969404603228156, 'logits_per_token_corr': -4.7211157357948785, 'logits_per_char_corr': -1.11697917308108, 'bits_per_byte_corr': 1.6104584682996232, 'correct_prob': 0.0001774254430013162, 'correct_prob_per_token': 0.02324855456756005, 'correct_prob_per_char': 0.37222122170299315, 'margin': -0.00014061328578514172, 'margin_per_token': -0.015514675010963997, 'margin_per_char': -0.07165289912218002, 'total_prob': 0.0005404865152055375, 'total_prob_per_token': 0.0935696444042878, 'total_prob_per_char': 1.4972090170025745, 'uncond_correct_prob': 5.882367702545348e-07, 'uncond_correct_prob_per_token': 0.008620647803752782, 'uncond_correct_prob_per_char': 0.2945763790190126, 'uncond_total_prob': 3.582529480710104e-06, 'norm_correct_prob': 0.2801528181441914, 'norm_correct_prob_per_token': 0.2433790147340181, 'norm_correct_prob_per_char': 0.24693886872072804, 'primary_metric': 0.28703703703703703}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.5524691358024691, 'predicted_index_per_token': 1.558641975308642, 'predicted_index_per_char': 1.5771604938271604, 'predicted_index_per_byte': 1.4876543209876543, 'predicted_index_uncond': 1.4475308641975309, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.28703703703703703, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.24382716049382716, 'acc_per_byte': 0.25308641975308643, 'acc_uncond': 0.22839506172839505, 'no_answer': 0.0, 'sum_logits_corr': -34.907029762680146, 'logits_per_token_corr': -4.751122870538865, 'logits_per_char_corr': -1.122912878422222, 'logits_per_byte_corr': 1.619034309629539, 'correct_prob': 0.00011660173593028349, 'correct_prob_per_token': 0.024186154281727518, 'correct_prob_per_char': 0.37210105351757616, 'margin': 2.3525455835867387e-05, 'margin_per_token': -0.012120523619682643, 'margin_per_char': -0.06688130339349535, 'total_prob': 0.0002459485915242768, 'total_prob_per_token': 0.08975455365007252, 'total_prob_per_char': 1.4843581124185032, 'uncond_correct_prob': 4.877915102049693e-07, 'uncond_correct_prob_per_token': 0.008700007087214539, 'uncond_correct_prob_per_char': 0.2905827610191436, 'uncond_total_prob': 3.328841500628478e-06, 'norm_correct_prob': 0.28551422812825117, 'norm_correct_prob_per_token': 0.25125602438735806, 'norm_correct_prob_per_char': 0.24798815053619425, 'primary_metric': 0.28703703703703703}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5555555555555556, 'predicted_index_per_token': 1.5339506172839505, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.4197530864197532, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.26851851851851855, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -33.57387142122528, 'logits_per_token_corr': -4.62521879202115, 'logits_per_char_corr': -1.0829077178947262, 'bits_per_byte_corr': 1.5614196692664575, 'correct_prob': 8.671782460106152e-05, 'correct_prob_per_token': 0.026931936933188797, 'correct_prob_per_char': 0.3822393550028778, 'margin': -4.142523854789929e-05, 'margin_per_token': -0.017169741569290048, 'margin_per_char': -0.07313009467775829, 'total_prob': 0.00025112636909213257, 'total_prob_per_token': 0.1061730868548033, 'total_prob_per_char': 1.5340895506604397, 'uncond_correct_prob': 4.688198408452959e-07, 'uncond_correct_prob_per_token': 0.008766101361549705, 'uncond_correct_prob_per_char': 0.29161497529416436, 'uncond_total_prob': 2.972118022086697e-06, 'norm_correct_prob': 0.2776616396640212, 'norm_correct_prob_per_token': 0.24447208964339337, 'norm_correct_prob_per_char': 0.24754174992337535, 'primary_metric': 0.26851851851851855}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5401234567901234, 'predicted_index_per_token': 1.5185185185185186, 'predicted_index_per_char': 1.5246913580246915, 'predicted_index_per_byte': 1.5246913580246915, 'predicted_index_uncond': 1.4506172839506173, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.27469135802469136, 'acc_per_token': 0.2345679012345679, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.20987654320987653, 'acc_uncond': 0.2006172839506173, 'no_answer': 0.0, 'sum_logits_corr': -33.54004113468123, 'logits_per_token_corr': -4.545997706088075, 'logits_per_char_corr': -1.0691000270894124, 'bits_per_byte_corr': 1.5414876466520218, 'correct_prob': 0.00016387052537361838, 'correct_prob_per_token': 0.028255060669241282, 'correct_prob_per_char': 0.38680964874941803, 'margin': -9.641150919507897e-05, 'margin_per_token': -0.01876685864008977, 'margin_per_char': -0.07385834139284032, 'total_prob': 0.0005027810401456274, 'total_prob_per_token': 0.1133281008546357, 'total_prob_per_char': 1.5572188070370148, 'uncond_correct_prob': 3.008068374750029e-07, 'uncond_correct_prob_per_token': 0.008969576627050392, 'uncond_correct_prob_per_char': 0.29386930691350427, 'uncond_total_prob': 3.0616814451316837e-06, 'norm_correct_prob': 0.2798750167707213, 'norm_correct_prob_per_token': 0.24409018710961103, 'norm_correct_prob_per_char': 0.24627523450752142, 'primary_metric': 0.27469135802469136}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5061728395061729, 'predicted_index_per_token': 1.5185185185185186, 'predicted_index_per_char': 1.4876543209876543, 'predicted_index_per_byte': 1.5493827160493827, 'predicted_index_uncond': 1.3950617283950617, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.29012345679012347, 'acc_per_token': 0.2191358024691358, 'acc_per_char': 0.21604938271604937, 'acc_per_byte': 0.2932098765432099, 'acc_uncond': 0.22530864197530864, 'no_answer': 0.0, 'sum_logits_corr': -33.80504048238566, 'logits_per_token_corr': -4.61100446200451, 'logits_per_char_corr': -1.091314264300537, 'logits_per_byte_corr': 1.5735478354828105, 'correct_prob': 0.00012134952429917616, 'correct_prob_per_token': 0.0256213047854758, 'correct_prob_per_char': 0.3818180605058896, 'margin': 9.58150405801903e-07, 'margin_per_token': -0.016566082278111915, 'margin_per_char': -0.07340635476541654, 'total_prob': 0.00027765370493606974, 'total_prob_per_token': 0.10201446182212873, 'total_prob_per_char': 1.540338044409158, 'uncond_correct_prob': 8.701980567239205e-07, 'uncond_correct_prob_per_token': 0.009645950729983758, 'uncond_correct_prob_per_char': 0.30019875463380963, 'uncond_total_prob': 5.15667076511596e-06, 'norm_correct_prob': 0.2831672624379295, 'norm_correct_prob_per_token': 0.23799861992643603, 'norm_correct_prob_per_char': 0.24544169978953798, 'primary_metric': 0.29012345679012347}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5061728395061729, 'predicted_index_per_token': 1.462962962962963, 'predicted_index_per_char': 1.4598765432098766, 'predicted_index_per_byte': 1.4598765432098766, 'predicted_index_uncond': 1.4259259259259258, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.28703703703703703, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.23148148148148148, 'acc_per_byte': 0.23148148148148148, 'acc_uncond': 0.2623456790123457, 'no_answer': 0.0, 'sum_logits_corr': -32.82318741598247, 'logits_per_token_corr': -4.448188518382509, 'logits_per_char_corr': -1.0476981648599495, 'bits_per_byte_corr': 1.5105377316405817, 'correct_prob': 0.00013523876818392775, 'correct_prob_per_token': 0.029194970407583065, 'correct_prob_per_char': 0.3937551131468506, 'margin': -0.00011996449947582111, 'margin_per_token': -0.01874070870220262, 'margin_per_char': -0.07408421108506484, 'total_prob': 0.0004595724685658384, 'total_prob_per_token': 0.11655717345170967, 'total_prob_per_char': 1.5837693930187067, 'uncond_correct_prob': 2.4908604935775424e-07, 'uncond_correct_prob_per_token': 0.007892819077181866, 'uncond_correct_prob_per_char': 0.2831770103547641, 'uncond_total_prob': 1.6325198874475124e-06, 'norm_correct_prob': 0.2899204081361233, 'norm_correct_prob_per_token': 0.2477805964121089, 'norm_correct_prob_per_char': 0.24701404569974067, 'primary_metric': 0.28703703703703703}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5709876543209877, 'predicted_index_per_token': 1.5740740740740742, 'predicted_index_per_char': 1.4845679012345678, 'predicted_index_per_byte': 1.4845679012345678, 'predicted_index_uncond': 1.4290123456790123, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.3055555555555556, 'acc_per_token': 0.23765432098765432, 'acc_per_char': 0.19753086419753085, 'acc_per_byte': 0.19753086419753085, 'acc_uncond': 0.24074074074074073, 'no_answer': 0.0, 'sum_logits_corr': -33.067060423486026, 'logits_per_token_corr': -4.512903514396661, 'logits_per_char_corr': -1.0634991615829483, 'bits_per_byte_corr': 1.5333694570417826, 'correct_prob': 0.00018976556784632936, 'correct_prob_per_token': 0.028246608535501844, 'correct_prob_per_char': 0.389953446333205, 'margin': -0.00018476899963726617, 'margin_per_token': -0.019923663536270644, 'margin_per_char': -0.07525526532262415, 'total_prob': 0.0006637267317612998, 'total_prob_per_token': 0.1152797063065494, 'total_prob_per_char': 1.5734793272279524, 'uncond_correct_prob': 5.780741132150895e-07, 'uncond_correct_prob_per_token': 0.008779484044865456, 'uncond_correct_prob_per_char': 0.2942218013565841, 'uncond_total_prob': 5.40112106003273e-06, 'norm_correct_prob': 0.2890820541742086, 'norm_correct_prob_per_token': 0.24462555204356615, 'norm_correct_prob_per_char': 0.24599513482682397, 'primary_metric': 0.3055555555555556}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5123456790123457, 'predicted_index_per_token': 1.5123456790123457, 'predicted_index_per_char': 1.521604938271605, 'predicted_index_per_byte': 1.4907407407407407, 'predicted_index_uncond': 1.4753086419753085, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2839506172839506, 'acc_per_token': 0.22839506172839505, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2654320987654321, 'acc_uncond': 0.25308641975308643, 'no_answer': 0.0, 'sum_logits_corr': -33.25817620018382, 'logits_per_token_corr': -4.489580586155034, 'logits_per_char_corr': -1.0577619437773873, 'logits_per_byte_corr': 1.525107425098253, 'correct_prob': 0.00018090023096737105, 'correct_prob_per_token': 0.02768718925227936, 'correct_prob_per_char': 0.38959127163237683, 'margin': -5.6918119383437285e-05, 'margin_per_token': -0.0165387694873235, 'margin_per_char': -0.0700160980896073, 'total_prob': 0.0005248432404234919, 'total_prob_per_token': 0.10814668327429487, 'total_prob_per_char': 1.5606218099434976, 'uncond_correct_prob': 6.24188420882148e-07, 'uncond_correct_prob_per_token': 0.009115216341188436, 'uncond_correct_prob_per_char': 0.29494368095780293, 'uncond_total_prob': 4.3357686285657225e-06, 'norm_correct_prob': 0.2774915444190875, 'norm_correct_prob_per_token': 0.2481292504863314, 'norm_correct_prob_per_char': 0.24767947194747417, 'primary_metric': 0.2839506172839506}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.558641975308642, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.5185185185185186, 'predicted_index_per_byte': 1.5185185185185186, 'predicted_index_uncond': 1.5, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2839506172839506, 'acc_per_token': 0.22839506172839505, 'acc_per_char': 0.21604938271604937, 'acc_per_byte': 0.21604938271604937, 'acc_uncond': 0.2808641975308642, 'no_answer': 0.0, 'sum_logits_corr': -32.452628518328254, 'logits_per_token_corr': -4.418136858425656, 'logits_per_char_corr': -1.0350428575429589, 'bits_per_byte_corr': 1.4923596105895034, 'correct_prob': 0.00012565747446761772, 'correct_prob_per_token': 0.0321868916339224, 'correct_prob_per_char': 0.3979078229226519, 'margin': -0.0001708283579833518, 'margin_per_token': -0.01939464063881311, 'margin_per_char': -0.07388260192057304, 'total_prob': 0.0005028500021038053, 'total_prob_per_token': 0.12626715195680227, 'total_prob_per_char': 1.5977483014492715, 'uncond_correct_prob': 7.312583125205995e-07, 'uncond_correct_prob_per_token': 0.009026977576226338, 'uncond_correct_prob_per_char': 0.29302679985649444, 'uncond_total_prob': 4.241398494792489e-06, 'norm_correct_prob': 0.2819381191084026, 'norm_correct_prob_per_token': 0.24609744089400176, 'norm_correct_prob_per_char': 0.24690918049323135, 'primary_metric': 0.2839506172839506}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.5709876543209877, 'predicted_index_per_token': 1.5401234567901234, 'predicted_index_per_char': 1.4660493827160495, 'predicted_index_per_byte': 1.4660493827160495, 'predicted_index_uncond': 1.345679012345679, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2808641975308642, 'acc_per_token': 0.21296296296296297, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.23765432098765432, 'no_answer': 0.0, 'sum_logits_corr': -33.20417880276103, 'logits_per_token_corr': -4.508864040336061, 'logits_per_char_corr': -1.0632087212230037, 'bits_per_byte_corr': 1.5329033168369182, 'correct_prob': 0.00019606041174879388, 'correct_prob_per_token': 0.028580746515998262, 'correct_prob_per_char': 0.38986514970752706, 'margin': -0.00018191159314757474, 'margin_per_token': -0.017030841763468304, 'margin_per_char': -0.07268914157382157, 'total_prob': 0.0007073382975697837, 'total_prob_per_token': 0.11188200310612069, 'total_prob_per_char': 1.5671462124057134, 'uncond_correct_prob': 4.7036668209587733e-07, 'uncond_correct_prob_per_token': 0.008567336560316708, 'uncond_correct_prob_per_char': 0.2912664559387484, 'uncond_total_prob': 2.7670405783561883e-06, 'norm_correct_prob': 0.28765542178389136, 'norm_correct_prob_per_token': 0.24426592283932028, 'norm_correct_prob_per_char': 0.24636369110960893, 'primary_metric': 0.2808641975308642}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.5308641975308641, 'predicted_index_per_token': 1.5833333333333333, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5123456790123457, 'predicted_index_uncond': 1.5246913580246915, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.25617283950617287, 'acc_per_char': 0.22839506172839505, 'acc_per_byte': 0.24074074074074073, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -33.534323665830826, 'logits_per_token_corr': -4.616184044681494, 'logits_per_char_corr': -1.0941461059457687, 'logits_per_byte_corr': 1.5775817947764512, 'correct_prob': 0.00011596147845988855, 'correct_prob_per_token': 0.026218301867900275, 'correct_prob_per_char': 0.38322359630994324, 'margin': 5.0643837762367124e-05, 'margin_per_token': -0.014265364328794192, 'margin_per_char': -0.06761589358450357, 'total_prob': 0.00019924008559790325, 'total_prob_per_token': 0.10023234033550275, 'total_prob_per_char': 1.5284413683779163, 'uncond_correct_prob': 7.525042422768872e-07, 'uncond_correct_prob_per_token': 0.009381233295592614, 'uncond_correct_prob_per_char': 0.2966143340052843, 'uncond_total_prob': 5.787946517565247e-06, 'norm_correct_prob': 0.2780939298047715, 'norm_correct_prob_per_token': 0.2499102346692804, 'norm_correct_prob_per_char': 0.24783422310377, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5308641975308641, 'predicted_index_per_token': 1.4660493827160495, 'predicted_index_per_char': 1.5061728395061729, 'predicted_index_per_byte': 1.5061728395061729, 'predicted_index_uncond': 1.4197530864197532, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.29012345679012347, 'acc_per_token': 0.2345679012345679, 'acc_per_char': 0.20679012345679013, 'acc_per_byte': 0.20679012345679013, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -31.97568784525365, 'logits_per_token_corr': -4.317729287441559, 'logits_per_char_corr': -1.021915535454156, 'bits_per_byte_corr': 1.4734018490072416, 'correct_prob': 0.00021904573859616235, 'correct_prob_per_token': 0.032340704329420454, 'correct_prob_per_char': 0.4044771377116843, 'margin': -0.00047316331625010046, 'margin_per_token': -0.021700465074236952, 'margin_per_char': -0.07655002118461941, 'total_prob': 0.0010399412020737056, 'total_prob_per_token': 0.12993458695664306, 'total_prob_per_char': 1.6228740066106961, 'uncond_correct_prob': 1.3142451312982255e-06, 'uncond_correct_prob_per_token': 0.009226344675823527, 'uncond_correct_prob_per_char': 0.2983300054341864, 'uncond_total_prob': 8.05364082720917e-06, 'norm_correct_prob': 0.28659673423890025, 'norm_correct_prob_per_token': 0.24783234143798097, 'norm_correct_prob_per_char': 0.2472410253664564, 'primary_metric': 0.29012345679012347}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5617283950617284, 'predicted_index_per_token': 1.5123456790123457, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.3641975308641976, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2993827160493827, 'acc_per_token': 0.23765432098765432, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.2222222222222222, 'no_answer': 0.0, 'sum_logits_corr': -32.397751881752484, 'logits_per_token_corr': -4.374162413378889, 'logits_per_char_corr': -1.027127547127841, 'bits_per_byte_corr': 1.4809399968030021, 'correct_prob': 0.00026844043009900865, 'correct_prob_per_token': 0.031860365053800514, 'correct_prob_per_char': 0.40053567151602826, 'margin': -0.00018048190386331874, 'margin_per_token': -0.02019500067890762, 'margin_per_char': -0.07339080666528636, 'total_prob': 0.0008626822896093054, 'total_prob_per_token': 0.12529154023977546, 'total_prob_per_char': 1.6021275180244847, 'uncond_correct_prob': 7.911421250042343e-07, 'uncond_correct_prob_per_token': 0.00948640432809744, 'uncond_correct_prob_per_char': 0.3013637135722606, 'uncond_total_prob': 5.087709312082502e-06, 'norm_correct_prob': 0.2887744725731372, 'norm_correct_prob_per_token': 0.25155443303659053, 'norm_correct_prob_per_char': 0.24846124855581633, 'primary_metric': 0.2993827160493827}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5555555555555556, 'predicted_index_per_token': 1.4845679012345678, 'predicted_index_per_char': 1.4660493827160495, 'predicted_index_per_byte': 1.5092592592592593, 'predicted_index_uncond': 1.3950617283950617, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.2006172839506173, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.21604938271604937, 'no_answer': 0.0, 'sum_logits_corr': -33.13658387719849, 'logits_per_token_corr': -4.486966850077278, 'logits_per_char_corr': -1.0586059823979708, 'logits_per_byte_corr': 1.5263521328109348, 'correct_prob': 0.00015769080736709393, 'correct_prob_per_token': 0.028469597927965877, 'correct_prob_per_char': 0.391372477516857, 'margin': -0.00010159493063412047, 'margin_per_token': -0.018257621552517377, 'margin_per_char': -0.07498241568522646, 'total_prob': 0.0005298803426198442, 'total_prob_per_token': 0.11286194212823318, 'total_prob_per_char': 1.5727201600922378, 'uncond_correct_prob': 5.416442028644016e-07, 'uncond_correct_prob_per_token': 0.009970690885209504, 'uncond_correct_prob_per_char': 0.29938397244379006, 'uncond_total_prob': 3.620460240278551e-06, 'norm_correct_prob': 0.27338090154595335, 'norm_correct_prob_per_token': 0.24574071805748035, 'norm_correct_prob_per_char': 0.24571396415795477, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.5617283950617284, 'predicted_index_per_token': 1.478395061728395, 'predicted_index_per_char': 1.478395061728395, 'predicted_index_per_byte': 1.478395061728395, 'predicted_index_uncond': 1.3549382716049383, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2993827160493827, 'acc_per_token': 0.24382716049382716, 'acc_per_char': 0.23148148148148148, 'acc_per_byte': 0.23148148148148148, 'acc_uncond': 0.2345679012345679, 'no_answer': 0.0, 'sum_logits_corr': -32.00176745358809, 'logits_per_token_corr': -4.3590155086348235, 'logits_per_char_corr': -1.029384942945938, 'bits_per_byte_corr': 1.4842046327079785, 'correct_prob': 0.0002460962832430708, 'correct_prob_per_token': 0.033107962555560616, 'correct_prob_per_char': 0.4027974959823211, 'margin': -0.0002093382666396876, 'margin_per_token': -0.02025751145065586, 'margin_per_char': -0.07427984826893828, 'total_prob': 0.0007693537424379346, 'total_prob_per_token': 0.13019794169956989, 'total_prob_per_char': 1.6135833700202897, 'uncond_correct_prob': 3.380028038839984e-07, 'uncond_correct_prob_per_token': 0.00897401252435173, 'uncond_correct_prob_per_char': 0.29016822670996806, 'uncond_total_prob': 2.008101554208882e-06, 'norm_correct_prob': 0.2934196581598263, 'norm_correct_prob_per_token': 0.24846588615090875, 'norm_correct_prob_per_char': 0.24784763868890985, 'primary_metric': 0.2993827160493827}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.558641975308642, 'predicted_index_per_token': 1.5401234567901234, 'predicted_index_per_char': 1.5061728395061729, 'predicted_index_per_byte': 1.5061728395061729, 'predicted_index_uncond': 1.4691358024691359, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.25617283950617287, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.22839506172839505, 'no_answer': 0.0, 'sum_logits_corr': -33.01568050590562, 'logits_per_token_corr': -4.565292573951051, 'logits_per_char_corr': -1.0707051790058026, 'bits_per_byte_corr': 1.5437845295809043, 'correct_prob': 5.3870669294946e-05, 'correct_prob_per_token': 0.028523129949002354, 'correct_prob_per_char': 0.38708914039432674, 'margin': -4.9824807416164285e-05, 'margin_per_token': -0.01762133346775184, 'margin_per_char': -0.07386988743764307, 'total_prob': 0.0001849958492131683, 'total_prob_per_token': 0.11400636743884214, 'total_prob_per_char': 1.5576454643874216, 'uncond_correct_prob': 3.079346308716236e-07, 'uncond_correct_prob_per_token': 0.008898726171958034, 'uncond_correct_prob_per_char': 0.2930215120502232, 'uncond_total_prob': 2.54968651238274e-06, 'norm_correct_prob': 0.278045824408896, 'norm_correct_prob_per_token': 0.24636617362845276, 'norm_correct_prob_per_char': 0.24683781422951256, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4814814814814814, 'predicted_index_per_token': 1.5185185185185186, 'predicted_index_per_char': 1.4660493827160495, 'predicted_index_per_byte': 1.5462962962962963, 'predicted_index_uncond': 1.441358024691358, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2932098765432099, 'acc_per_token': 0.23765432098765432, 'acc_per_char': 0.2222222222222222, 'acc_per_byte': 0.2716049382716049, 'acc_uncond': 0.23148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -32.68999184796839, 'logits_per_token_corr': -4.460593464011873, 'logits_per_char_corr': -1.049261364992878, 'logits_per_byte_corr': 1.5129405804451783, 'correct_prob': 8.603901356691253e-05, 'correct_prob_per_token': 0.029650616763697825, 'correct_prob_per_char': 0.3937958126972412, 'margin': -2.731752477898287e-05, 'margin_per_token': -0.017834016010491602, 'margin_per_char': -0.07277615109111568, 'total_prob': 0.00023819451732897076, 'total_prob_per_token': 0.11581884442227651, 'total_prob_per_char': 1.5803578211253435, 'uncond_correct_prob': 4.105729238533935e-07, 'uncond_correct_prob_per_token': 0.00863268318113254, 'uncond_correct_prob_per_char': 0.2893084484959475, 'uncond_total_prob': 2.2526487939237044e-06, 'norm_correct_prob': 0.28704028163679424, 'norm_correct_prob_per_token': 0.248759157939079, 'norm_correct_prob_per_char': 0.24688650162360834, 'primary_metric': 0.2932098765432099}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.521604938271605, 'predicted_index_per_token': 1.5277777777777777, 'predicted_index_per_char': 1.4876543209876543, 'predicted_index_per_byte': 1.4876543209876543, 'predicted_index_uncond': 1.3950617283950617, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.30246913580246915, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.20987654320987653, 'acc_uncond': 0.26851851851851855, 'no_answer': 0.0, 'sum_logits_corr': -32.09277898293954, 'logits_per_token_corr': -4.382924955821454, 'logits_per_char_corr': -1.0259716890870352, 'bits_per_byte_corr': 1.479303110927327, 'correct_prob': 0.00020473391850497978, 'correct_prob_per_token': 0.03141918218693395, 'correct_prob_per_char': 0.40018918967439593, 'margin': -0.00017043175587215287, 'margin_per_token': -0.020348422037624395, 'margin_per_char': -0.0754420210633514, 'total_prob': 0.0006503288009376206, 'total_prob_per_token': 0.1252207915127397, 'total_prob_per_char': 1.6072263112846552, 'uncond_correct_prob': 4.946054266200795e-07, 'uncond_correct_prob_per_token': 0.009560885411166951, 'uncond_correct_prob_per_char': 0.2934166364287744, 'uncond_total_prob': 2.6806738631974427e-06, 'norm_correct_prob': 0.296309270638561, 'norm_correct_prob_per_token': 0.24825892670281663, 'norm_correct_prob_per_char': 0.2470235191409184, 'primary_metric': 0.30246913580246915}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5524691358024691, 'predicted_index_per_token': 1.5185185185185186, 'predicted_index_per_char': 1.4475308641975309, 'predicted_index_per_byte': 1.4475308641975309, 'predicted_index_uncond': 1.462962962962963, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.23765432098765432, 'acc_per_char': 0.20679012345679013, 'acc_per_byte': 0.20679012345679013, 'acc_uncond': 0.2222222222222222, 'no_answer': 0.0, 'sum_logits_corr': -32.150145108317155, 'logits_per_token_corr': -4.344008431551343, 'logits_per_char_corr': -1.0200631318522109, 'bits_per_byte_corr': 1.4707902520490268, 'correct_prob': 0.0002686034815909011, 'correct_prob_per_token': 0.0331305020883772, 'correct_prob_per_char': 0.4036506403952668, 'margin': -0.0003398947391770383, 'margin_per_token': -0.019744673972044956, 'margin_per_char': -0.07223796410781778, 'total_prob': 0.0010352630037809723, 'total_prob_per_token': 0.1290015874157817, 'total_prob_per_char': 1.6172160008327028, 'uncond_correct_prob': 4.146056569458569e-07, 'uncond_correct_prob_per_token': 0.008578070300945612, 'uncond_correct_prob_per_char': 0.29221004068985856, 'uncond_total_prob': 2.8152697070721455e-06, 'norm_correct_prob': 0.2845586130276083, 'norm_correct_prob_per_token': 0.2518160475955334, 'norm_correct_prob_per_char': 0.2480738337186839, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5339506172839505, 'predicted_index_per_token': 1.5679012345679013, 'predicted_index_per_char': 1.4907407407407407, 'predicted_index_per_byte': 1.4722222222222223, 'predicted_index_uncond': 1.4444444444444444, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.2623456790123457, 'acc_per_char': 0.2222222222222222, 'acc_per_byte': 0.23765432098765432, 'acc_uncond': 0.23765432098765432, 'no_answer': 0.0, 'sum_logits_corr': -32.47014844711916, 'logits_per_token_corr': -4.406333835410811, 'logits_per_char_corr': -1.0374514038824425, 'logits_per_byte_corr': 1.495883882263355, 'correct_prob': 0.00017594552344419532, 'correct_prob_per_token': 0.030733435635781008, 'correct_prob_per_char': 0.3977877486763933, 'margin': -5.279873667886352e-06, 'margin_per_token': -0.017333018194133038, 'margin_per_char': -0.07004764632995111, 'total_prob': 0.00040718662247374467, 'total_prob_per_token': 0.11826877002604685, 'total_prob_per_char': 1.5907654596062584, 'uncond_correct_prob': 4.865257676760975e-07, 'uncond_correct_prob_per_token': 0.008931086827964882, 'uncond_correct_prob_per_char': 0.294004141266654, 'uncond_total_prob': 3.606739464770021e-06, 'norm_correct_prob': 0.2824534372373636, 'norm_correct_prob_per_token': 0.2518437034434562, 'norm_correct_prob_per_char': 0.24732681315329436, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5709876543209877, 'predicted_index_per_token': 1.5030864197530864, 'predicted_index_per_char': 1.4938271604938271, 'predicted_index_per_byte': 1.4938271604938271, 'predicted_index_uncond': 1.4691358024691359, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2932098765432099, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.2191358024691358, 'acc_per_byte': 0.2191358024691358, 'acc_uncond': 0.2932098765432099, 'no_answer': 0.0, 'sum_logits_corr': -31.469997175681737, 'logits_per_token_corr': -4.257210889676806, 'logits_per_char_corr': -1.0004491349466977, 'bits_per_byte_corr': 1.4424480172801548, 'correct_prob': 0.00030093353961730074, 'correct_prob_per_token': 0.03373282703362579, 'correct_prob_per_char': 0.40893276479721336, 'margin': -0.0003228796852933815, 'margin_per_token': -0.02198971850696715, 'margin_per_char': -0.07446097596333992, 'total_prob': 0.0010448666111112174, 'total_prob_per_token': 0.13338448274962506, 'total_prob_per_char': 1.6409335302485215, 'uncond_correct_prob': 5.268693828941818e-07, 'uncond_correct_prob_per_token': 0.008954240710563716, 'uncond_correct_prob_per_char': 0.29480992404387857, 'uncond_total_prob': 3.1999676516274925e-06, 'norm_correct_prob': 0.2807050684096345, 'norm_correct_prob_per_token': 0.24884256186861795, 'norm_correct_prob_per_char': 0.2478461671285656, 'primary_metric': 0.2932098765432099}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5833333333333333, 'predicted_index_per_token': 1.5185185185185186, 'predicted_index_per_char': 1.4691358024691359, 'predicted_index_per_byte': 1.4691358024691359, 'predicted_index_uncond': 1.3950617283950617, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.20987654320987653, 'acc_uncond': 0.22530864197530864, 'no_answer': 0.0, 'sum_logits_corr': -31.950495313715052, 'logits_per_token_corr': -4.332129769837525, 'logits_per_char_corr': -1.0160668747582917, 'bits_per_byte_corr': 1.4650244434486386, 'correct_prob': 0.0002988482697512245, 'correct_prob_per_token': 0.032932777564044356, 'correct_prob_per_char': 0.4032221764105986, 'margin': -0.00021290737304658969, 'margin_per_token': -0.022509860256091512, 'margin_per_char': -0.07456389148216698, 'total_prob': 0.0009344690994348734, 'total_prob_per_token': 0.1331159338716718, 'total_prob_per_char': 1.6230065145442147, 'uncond_correct_prob': 4.486393246175733e-07, 'uncond_correct_prob_per_token': 0.008578995238492336, 'uncond_correct_prob_per_char': 0.28783379870089343, 'uncond_total_prob': 2.871232032327299e-06, 'norm_correct_prob': 0.27889878502498394, 'norm_correct_prob_per_token': 0.2473747591761621, 'norm_correct_prob_per_char': 0.2474391243003567, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5339506172839505, 'predicted_index_per_token': 1.5401234567901234, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5277777777777777, 'predicted_index_uncond': 1.4351851851851851, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.22530864197530864, 'acc_per_byte': 0.26851851851851855, 'acc_uncond': 0.22530864197530864, 'no_answer': 0.0, 'sum_logits_corr': -32.531569207156146, 'logits_per_token_corr': -4.426532214870832, 'logits_per_char_corr': -1.04324422113681, 'logits_per_byte_corr': 1.5041821969862823, 'correct_prob': 0.00012333240090736005, 'correct_prob_per_token': 0.030841150203455264, 'correct_prob_per_char': 0.397742683056233, 'margin': -2.2010180128702123e-05, 'margin_per_token': -0.016304618687560554, 'margin_per_char': -0.0699450606949447, 'total_prob': 0.00030555998344335513, 'total_prob_per_token': 0.1166911549819844, 'total_prob_per_char': 1.5881394785676217, 'uncond_correct_prob': 5.261852806587661e-07, 'uncond_correct_prob_per_token': 0.009905133804547066, 'uncond_correct_prob_per_char': 0.29968669194033515, 'uncond_total_prob': 4.725207558022079e-06, 'norm_correct_prob': 0.28837083612105663, 'norm_correct_prob_per_token': 0.25074906004421776, 'norm_correct_prob_per_char': 0.24790640802150002, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.5092592592592593, 'predicted_index_per_token': 1.5092592592592593, 'predicted_index_per_char': 1.4845679012345678, 'predicted_index_per_byte': 1.4938271604938271, 'predicted_index_uncond': 1.4259259259259258, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.25925925925925924, 'acc_per_char': 0.24074074074074073, 'acc_per_byte': 0.24074074074074073, 'acc_uncond': 0.2623456790123457, 'no_answer': 0.0, 'sum_logits_corr': -31.083346436789007, 'logits_per_token_corr': -4.211329675859179, 'logits_per_char_corr': -0.9912889380160828, 'bits_per_byte_corr': 1.4292165510014134, 'correct_prob': 0.0005398036709276462, 'correct_prob_per_token': 0.03593688497205097, 'correct_prob_per_char': 0.41319350363117996, 'margin': -4.4527750227491915e-05, 'margin_per_token': -0.02061570779759431, 'margin_per_char': -0.07298480453906271, 'total_prob': 0.001252368139923109, 'total_prob_per_token': 0.13900959838929855, 'total_prob_per_char': 1.6501807212914743, 'uncond_correct_prob': 5.588411625058754e-07, 'uncond_correct_prob_per_token': 0.009248263288938676, 'uncond_correct_prob_per_char': 0.2914839276496003, 'uncond_total_prob': 2.95714123257434e-06, 'norm_correct_prob': 0.29478066197333386, 'norm_correct_prob_per_token': 0.2539970311843675, 'norm_correct_prob_per_char': 0.24873186140139913, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.5154320987654322, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.5185185185185186, 'predicted_index_per_byte': 1.5185185185185186, 'predicted_index_uncond': 1.3611111111111112, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2623456790123457, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.20987654320987653, 'acc_uncond': 0.23765432098765432, 'no_answer': 0.0, 'sum_logits_corr': -31.97910890167142, 'logits_per_token_corr': -4.34564232166883, 'logits_per_char_corr': -1.0177936775658778, 'bits_per_byte_corr': 1.467457765349642, 'correct_prob': 0.00027310228889530216, 'correct_prob_per_token': 0.0338637835922571, 'correct_prob_per_char': 0.40430236281411286, 'margin': -0.00015974481133312793, 'margin_per_token': -0.020928546473674887, 'margin_per_char': -0.07499147676686038, 'total_prob': 0.0008403980265548126, 'total_prob_per_token': 0.13490774423047389, 'total_prob_per_char': 1.6256012779430147, 'uncond_correct_prob': 5.831992304607372e-07, 'uncond_correct_prob_per_token': 0.008753861418806934, 'uncond_correct_prob_per_char': 0.2907194282367441, 'uncond_total_prob': 6.511995545849442e-06, 'norm_correct_prob': 0.2750976605701623, 'norm_correct_prob_per_token': 0.24871682021801722, 'norm_correct_prob_per_char': 0.24707674372667096, 'primary_metric': 0.2623456790123457}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.4506172839506173, 'predicted_index_per_token': 1.4845679012345678, 'predicted_index_per_char': 1.4722222222222223, 'predicted_index_per_byte': 1.4691358024691359, 'predicted_index_uncond': 1.3487654320987654, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2808641975308642, 'acc_per_token': 0.23765432098765432, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.2839506172839506, 'acc_uncond': 0.24691358024691357, 'no_answer': 0.0, 'sum_logits_corr': -31.911771101716123, 'logits_per_token_corr': -4.316956461499115, 'logits_per_char_corr': -1.0172262584932787, 'logits_per_byte_corr': 1.4666850192227103, 'correct_prob': 0.0002183450796960967, 'correct_prob_per_token': 0.03359659691586698, 'correct_prob_per_char': 0.4054702194481947, 'margin': -0.00026885564018899527, 'margin_per_token': -0.02124845604082184, 'margin_per_char': -0.0748416814628737, 'total_prob': 0.0008386328578584701, 'total_prob_per_token': 0.1329790751915493, 'total_prob_per_char': 1.6298416666185431, 'uncond_correct_prob': 5.860579927824708e-07, 'uncond_correct_prob_per_token': 0.010165482335757614, 'uncond_correct_prob_per_char': 0.30183721132181807, 'uncond_total_prob': 6.366868215182523e-06, 'norm_correct_prob': 0.2811927338662871, 'norm_correct_prob_per_token': 0.24501930167316227, 'norm_correct_prob_per_char': 0.24599397414450536, 'primary_metric': 0.2808641975308642}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.5123456790123457, 'predicted_index_per_token': 1.4969135802469136, 'predicted_index_per_char': 1.4907407407407407, 'predicted_index_per_byte': 1.4969135802469136, 'predicted_index_uncond': 1.4876543209876543, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.3148148148148148, 'acc_per_token': 0.25308641975308643, 'acc_per_char': 0.23148148148148148, 'acc_per_byte': 0.22839506172839505, 'acc_uncond': 0.25617283950617287, 'no_answer': 0.0, 'sum_logits_corr': -30.860541034627843, 'logits_per_token_corr': -4.164870572397105, 'logits_per_char_corr': -0.9816271347217077, 'bits_per_byte_corr': 1.4152506102878206, 'correct_prob': 0.0003474188778709394, 'correct_prob_per_token': 0.03675791098730872, 'correct_prob_per_char': 0.4172398798513647, 'margin': -3.682812590983216e-05, 'margin_per_token': -0.022410956881312217, 'margin_per_char': -0.07336913707837732, 'total_prob': 0.0008685897372954989, 'total_prob_per_token': 0.14542147292918578, 'total_prob_per_char': 1.6692623693314488, 'uncond_correct_prob': 4.6565043941685535e-07, 'uncond_correct_prob_per_token': 0.009291485668497438, 'uncond_correct_prob_per_char': 0.29406168647834335, 'uncond_total_prob': 2.258819039673196e-06, 'norm_correct_prob': 0.29499324489745554, 'norm_correct_prob_per_token': 0.25157727511533934, 'norm_correct_prob_per_char': 0.24795390399424527, 'primary_metric': 0.3148148148148148}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.5185185185185186, 'predicted_index_per_token': 1.537037037037037, 'predicted_index_per_char': 1.5092592592592593, 'predicted_index_per_byte': 1.5123456790123457, 'predicted_index_uncond': 1.4475308641975309, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.3055555555555556, 'acc_per_token': 0.25308641975308643, 'acc_per_char': 0.22839506172839505, 'acc_per_byte': 0.22530864197530864, 'acc_uncond': 0.2716049382716049, 'no_answer': 0.0, 'sum_logits_corr': -31.48567115009567, 'logits_per_token_corr': -4.258562665293511, 'logits_per_char_corr': -0.999247791818236, 'bits_per_byte_corr': 1.4407501171935355, 'correct_prob': 0.000388148524505364, 'correct_prob_per_token': 0.036620475075048696, 'correct_prob_per_char': 0.4118170636869126, 'margin': -0.00017090268172951427, 'margin_per_token': -0.021215050127128075, 'margin_per_char': -0.07222088705502311, 'total_prob': 0.001056738083373989, 'total_prob_per_token': 0.14165501104470463, 'total_prob_per_char': 1.6460502995461663, 'uncond_correct_prob': 5.801327745440226e-07, 'uncond_correct_prob_per_token': 0.009612774940305997, 'uncond_correct_prob_per_char': 0.2940648597527736, 'uncond_total_prob': 4.0169881398065025e-06, 'norm_correct_prob': 0.29060760440676364, 'norm_correct_prob_per_token': 0.25467047029351175, 'norm_correct_prob_per_char': 0.24858616704334185, 'primary_metric': 0.3055555555555556}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.4876543209876543, 'predicted_index_per_token': 1.5123456790123457, 'predicted_index_per_char': 1.4166666666666667, 'predicted_index_per_byte': 1.5185185185185186, 'predicted_index_uncond': 1.4228395061728396, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.3117283950617284, 'acc_per_token': 0.25617283950617287, 'acc_per_char': 0.22839506172839505, 'acc_per_byte': 0.2623456790123457, 'acc_uncond': 0.26851851851851855, 'no_answer': 0.0, 'sum_logits_corr': -30.9042461440887, 'logits_per_token_corr': -4.145211428107872, 'logits_per_char_corr': -0.9739233408657892, 'logits_per_byte_corr': 1.4042835621704621, 'correct_prob': 0.0002734838597640899, 'correct_prob_per_token': 0.03744599836707799, 'correct_prob_per_char': 0.41882978497636136, 'margin': -0.00012443607236858976, 'margin_per_token': -0.02195908879452879, 'margin_per_char': -0.07151947729684385, 'total_prob': 0.0008324606349603828, 'total_prob_per_token': 0.14545697982280362, 'total_prob_per_char': 1.6733596305134513, 'uncond_correct_prob': 2.818009257935979e-07, 'uncond_correct_prob_per_token': 0.009411706620489589, 'uncond_correct_prob_per_char': 0.2948892100527312, 'uncond_total_prob': 2.427398476180252e-06, 'norm_correct_prob': 0.2963643644637303, 'norm_correct_prob_per_token': 0.25235554209840666, 'norm_correct_prob_per_char': 0.24830629875260213, 'primary_metric': 0.3117283950617284}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.5030864197530864, 'predicted_index_per_token': 1.4660493827160495, 'predicted_index_per_char': 1.4259259259259258, 'predicted_index_per_byte': 1.4259259259259258, 'predicted_index_uncond': 1.3641975308641976, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.31790123456790126, 'acc_per_token': 0.24691358024691357, 'acc_per_char': 0.24382716049382716, 'acc_per_byte': 0.24382716049382716, 'acc_uncond': 0.28703703703703703, 'no_answer': 0.0, 'sum_logits_corr': -30.48427128423879, 'logits_per_token_corr': -4.100717038273576, 'logits_per_char_corr': -0.9635806154849376, 'bits_per_byte_corr': 1.3892915039969418, 'correct_prob': 0.00039795579900927787, 'correct_prob_per_token': 0.03751470473298836, 'correct_prob_per_char': 0.42102853442382865, 'margin': -0.0001626981171484815, 'margin_per_token': -0.021721228460163923, 'margin_per_char': -0.06993535617767734, 'total_prob': 0.0011063764745272125, 'total_prob_per_token': 0.1476524131648104, 'total_prob_per_char': 1.6794915836947244, 'uncond_correct_prob': 7.061231636525707e-07, 'uncond_correct_prob_per_token': 0.01024038423777895, 'uncond_correct_prob_per_char': 0.3025095133764951, 'uncond_total_prob': 4.1955942186317884e-06, 'norm_correct_prob': 0.3068239689124985, 'norm_correct_prob_per_token': 0.25815944441724414, 'norm_correct_prob_per_char': 0.2497698284095324, 'primary_metric': 0.31790123456790126}
|
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.