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_marketing
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4743589743589745, 'predicted_index_per_token': 1.517094017094017, 'predicted_index_per_char': 1.4059829059829059, 'predicted_index_per_byte': 1.641025641025641, 'predicted_index_uncond': 1.3803418803418803, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2606837606837607, 'acc_per_token': 0.24358974358974358, 'acc_per_char': 0.26495726495726496, 'acc_per_byte': 0.24786324786324787, 'acc_uncond': 0.23931623931623933, 'no_answer': 0.0, 'sum_logits_corr': -54.32867048948239, 'logits_per_token_corr': -10.742902863603042, 'logits_per_char_corr': -2.2600199165787513, 'logits_per_byte_corr': 3.2605195259607958, 'correct_prob': 2.3300941269077308e-07, 'correct_prob_per_token': 2.2200672321070674e-05, 'correct_prob_per_char': 0.12790291009602797, 'margin': -1.146460295785205e-07, 'margin_per_token': -4.011341341066004e-06, 'margin_per_char': -0.045862079452611636, 'total_prob': 7.37668173556978e-07, 'total_prob_per_token': 8.929635932013893e-05, 'total_prob_per_char': 0.5121419707706703, 'uncond_correct_prob': 3.8565187748139005e-07, 'uncond_correct_prob_per_token': 2.461518939696425e-05, 'uncond_correct_prob_per_char': 0.1301167014394217, 'uncond_total_prob': 1.0114061224351225e-06, 'norm_correct_prob': 0.24720902914591514, 'norm_correct_prob_per_token': 0.24820941224478435, 'norm_correct_prob_per_char': 0.25180390254425994, 'primary_metric': 0.2606837606837607}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5427350427350428, 'predicted_index_per_token': 1.6025641025641026, 'predicted_index_per_char': 1.564102564102564, 'predicted_index_per_byte': 1.564102564102564, 'predicted_index_uncond': 1.5085470085470085, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2606837606837607, 'acc_per_token': 0.2948717948717949, 'acc_per_char': 0.2948717948717949, 'acc_per_byte': 0.2948717948717949, 'acc_uncond': 0.3076923076923077, 'no_answer': 0.0, 'sum_logits_corr': -23.733310389722515, 'logits_per_token_corr': -5.062189859205233, 'logits_per_char_corr': -1.0412388640867818, 'bits_per_byte_corr': 1.5021901455999367, 'correct_prob': 1.4752699448050414e-05, 'correct_prob_per_token': 0.01293203153988939, 'correct_prob_per_char': 0.3773256084306511, 'margin': 1.1486612464574983e-06, 'margin_per_token': -0.006165105743939507, 'margin_per_char': -0.05384184986660838, 'total_prob': 3.074593471505206e-05, 'total_prob_per_token': 0.04519741735276124, 'total_prob_per_char': 1.4619362690871769, 'uncond_correct_prob': 8.01610125847707e-07, 'uncond_correct_prob_per_token': 0.004011891917467338, 'uncond_correct_prob_per_char': 0.2865380839380678, 'uncond_total_prob': 1.8468353601034862e-06, 'norm_correct_prob': 0.2720025338903577, 'norm_correct_prob_per_token': 0.2759198176378409, 'norm_correct_prob_per_char': 0.2583736853770902, 'primary_metric': 0.2606837606837607}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.517094017094017, 'predicted_index_per_token': 1.6367521367521367, 'predicted_index_per_char': 1.547008547008547, 'predicted_index_per_byte': 1.547008547008547, 'predicted_index_uncond': 1.5384615384615385, 'correct_choice': 1.358974358974359, 'acc_raw': 0.28205128205128205, 'acc_per_token': 0.2564102564102564, 'acc_per_char': 0.2948717948717949, 'acc_per_byte': 0.2948717948717949, 'acc_uncond': 0.3162393162393162, 'no_answer': 0.0, 'sum_logits_corr': -24.78335269495972, 'logits_per_token_corr': -5.3490385016254, 'logits_per_char_corr': -1.0977532056070582, 'bits_per_byte_corr': 1.583723105850404, 'correct_prob': 1.261968203669305e-05, 'correct_prob_per_token': 0.010435017753573942, 'correct_prob_per_char': 0.35801014698212197, 'margin': 5.077689794531175e-08, 'margin_per_token': -0.005618248459754537, 'margin_per_char': -0.0570477756592656, 'total_prob': 2.8597206959451127e-05, 'total_prob_per_token': 0.037002269864675044, 'total_prob_per_char': 1.3933660236889043, 'uncond_correct_prob': 9.734505631015245e-07, 'uncond_correct_prob_per_token': 0.003803367656795836, 'uncond_correct_prob_per_char': 0.28509841905399785, 'uncond_total_prob': 2.204464184041179e-06, 'norm_correct_prob': 0.27686779699711583, 'norm_correct_prob_per_token': 0.2710272006892262, 'norm_correct_prob_per_char': 0.257653744947869, 'primary_metric': 0.28205128205128205}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.6324786324786325, 'predicted_index_per_token': 1.6367521367521367, 'predicted_index_per_char': 1.5940170940170941, 'predicted_index_per_byte': 1.6196581196581197, 'predicted_index_uncond': 1.4743589743589745, 'correct_choice': 1.358974358974359, 'acc_raw': 0.27350427350427353, 'acc_per_token': 0.2863247863247863, 'acc_per_char': 0.2863247863247863, 'acc_per_byte': 0.2094017094017094, 'acc_uncond': 0.28205128205128205, 'no_answer': 0.0, 'sum_logits_corr': -24.403104231907772, 'logits_per_token_corr': -5.2299495165055125, 'logits_per_char_corr': -1.0757911084707985, 'logits_per_byte_corr': 1.5520384972243766, 'correct_prob': 9.619945534054257e-06, 'correct_prob_per_token': 0.011533491602293723, 'correct_prob_per_char': 0.36656267644265605, 'margin': 1.7632244825783126e-06, 'margin_per_token': -0.00519523573463684, 'margin_per_char': -0.05506872158879495, 'total_prob': 2.0022855347100567e-05, 'total_prob_per_token': 0.040301761694404414, 'total_prob_per_char': 1.4245106531433893, 'uncond_correct_prob': 8.745852382642599e-07, 'uncond_correct_prob_per_token': 0.004223553549074078, 'uncond_correct_prob_per_char': 0.29075619635058425, 'uncond_total_prob': 2.484535769139041e-06, 'norm_correct_prob': 0.2743840219281041, 'norm_correct_prob_per_token': 0.2709084949674874, 'norm_correct_prob_per_char': 0.25758751073457514, 'primary_metric': 0.27350427350427353}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.4401709401709402, 'predicted_index_per_token': 1.5811965811965811, 'predicted_index_per_char': 1.5683760683760684, 'predicted_index_per_byte': 1.5683760683760684, 'predicted_index_uncond': 1.5427350427350428, 'correct_choice': 1.358974358974359, 'acc_raw': 0.33760683760683763, 'acc_per_token': 0.33760683760683763, 'acc_per_char': 0.3076923076923077, 'acc_per_byte': 0.3076923076923077, 'acc_uncond': 0.3034188034188034, 'no_answer': 0.0, 'sum_logits_corr': -22.49786360651, 'logits_per_token_corr': -4.8116480269317545, 'logits_per_char_corr': -0.9855879997839689, 'bits_per_byte_corr': 1.4219029196490263, 'correct_prob': 1.9785337292408126e-05, 'correct_prob_per_token': 0.016689411001316417, 'correct_prob_per_char': 0.39663617090555897, 'margin': 3.4335168288065256e-06, 'margin_per_token': -0.006749128782354894, 'margin_per_char': -0.047724622142938676, 'total_prob': 3.976145015423571e-05, 'total_prob_per_token': 0.056261921227524304, 'total_prob_per_char': 1.5220337649086322, 'uncond_correct_prob': 6.320216675625427e-07, 'uncond_correct_prob_per_token': 0.0046371484706357715, 'uncond_correct_prob_per_char': 0.29612106795397813, 'uncond_total_prob': 1.5719096249888404e-06, 'norm_correct_prob': 0.315349073900955, 'norm_correct_prob_per_token': 0.28337596386837577, 'norm_correct_prob_per_char': 0.261461649009726, 'primary_metric': 0.33760683760683763}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5085470085470085, 'predicted_index_per_token': 1.5897435897435896, 'predicted_index_per_char': 1.5085470085470085, 'predicted_index_per_byte': 1.5085470085470085, 'predicted_index_uncond': 1.5384615384615385, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3034188034188034, 'acc_per_token': 0.31196581196581197, 'acc_per_char': 0.32051282051282054, 'acc_per_byte': 0.32051282051282054, 'acc_uncond': 0.33760683760683763, 'no_answer': 0.0, 'sum_logits_corr': -22.91945766995096, 'logits_per_token_corr': -4.957131868995172, 'logits_per_char_corr': -1.0186156526589065, 'bits_per_byte_corr': 1.469551750663935, 'correct_prob': 1.081500781539234e-05, 'correct_prob_per_token': 0.01495399426673867, 'correct_prob_per_char': 0.38640072169696493, 'margin': -5.687699490977344e-06, 'margin_per_token': -0.006376170673010229, 'margin_per_char': -0.051468679184655954, 'total_prob': 3.10810438865852e-05, 'total_prob_per_token': 0.051147843197777, 'total_prob_per_char': 1.4868989022440526, 'uncond_correct_prob': 6.753753910933391e-07, 'uncond_correct_prob_per_token': 0.004728699697443171, 'uncond_correct_prob_per_char': 0.2969291840141077, 'uncond_total_prob': 2.1782915693839297e-06, 'norm_correct_prob': 0.2858248037787899, 'norm_correct_prob_per_token': 0.2848400205050984, 'norm_correct_prob_per_char': 0.2601552253208816, 'primary_metric': 0.3034188034188034}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.6111111111111112, 'predicted_index_per_token': 1.670940170940171, 'predicted_index_per_char': 1.547008547008547, 'predicted_index_per_byte': 1.5940170940170941, 'predicted_index_uncond': 1.5256410256410255, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.32051282051282054, 'acc_per_char': 0.3034188034188034, 'acc_per_byte': 0.20085470085470086, 'acc_uncond': 0.29914529914529914, 'no_answer': 0.0, 'sum_logits_corr': -21.734541281675682, 'logits_per_token_corr': -4.586426390557257, 'logits_per_char_corr': -0.9421081264989649, 'logits_per_byte_corr': 1.3591747220822252, 'correct_prob': 8.504088477024166e-05, 'correct_prob_per_token': 0.021312632706633916, 'correct_prob_per_char': 0.4155347835505392, 'margin': 2.1941914523516522e-05, 'margin_per_token': -0.009884950386844664, 'margin_per_char': -0.05310826348944262, 'total_prob': 0.00015905853375433157, 'total_prob_per_token': 0.07282353664609639, 'total_prob_per_char': 1.5956843033952803, 'uncond_correct_prob': 1.052129637597096e-06, 'uncond_correct_prob_per_token': 0.00443798163015258, 'uncond_correct_prob_per_char': 0.29508659052452213, 'uncond_total_prob': 3.1855906605400577e-06, 'norm_correct_prob': 0.28074139978962576, 'norm_correct_prob_per_token': 0.2826359215508143, 'norm_correct_prob_per_char': 0.26042203022831356, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.4743589743589745, 'predicted_index_per_token': 1.5811965811965811, 'predicted_index_per_char': 1.4700854700854702, 'predicted_index_per_byte': 1.4700854700854702, 'predicted_index_uncond': 1.452991452991453, 'correct_choice': 1.358974358974359, 'acc_raw': 0.32051282051282054, 'acc_per_token': 0.3418803418803419, 'acc_per_char': 0.3247863247863248, 'acc_per_byte': 0.3247863247863248, 'acc_uncond': 0.32905982905982906, 'no_answer': 0.0, 'sum_logits_corr': -22.478668946486252, 'logits_per_token_corr': -4.861271977107581, 'logits_per_char_corr': -0.9999137903357855, 'bits_per_byte_corr': 1.442570666634961, 'correct_prob': 3.05525776009724e-05, 'correct_prob_per_token': 0.0176371219653289, 'correct_prob_per_char': 0.3950840004688221, 'margin': -7.500248749565037e-08, 'margin_per_token': -0.005811186166038444, 'margin_per_char': -0.046752539477090696, 'total_prob': 6.516440222207154e-05, 'total_prob_per_token': 0.05672195402534391, 'total_prob_per_char': 1.5057130491455595, 'uncond_correct_prob': 1.074093521724422e-06, 'uncond_correct_prob_per_token': 0.005488184766788998, 'uncond_correct_prob_per_char': 0.30372810587110494, 'uncond_total_prob': 2.5647883322544754e-06, 'norm_correct_prob': 0.31787354416253155, 'norm_correct_prob_per_token': 0.29159639734827497, 'norm_correct_prob_per_char': 0.26291746478597544, 'primary_metric': 0.32051282051282054}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.5256410256410255, 'predicted_index_per_token': 1.7136752136752136, 'predicted_index_per_char': 1.4615384615384615, 'predicted_index_per_byte': 1.4615384615384615, 'predicted_index_uncond': 1.6153846153846154, 'correct_choice': 1.358974358974359, 'acc_raw': 0.28205128205128205, 'acc_per_token': 0.3162393162393162, 'acc_per_char': 0.32051282051282054, 'acc_per_byte': 0.32051282051282054, 'acc_uncond': 0.358974358974359, 'no_answer': 0.0, 'sum_logits_corr': -21.778119456054817, 'logits_per_token_corr': -4.673128828385521, 'logits_per_char_corr': -0.9576172195448592, 'bits_per_byte_corr': 1.3815496137082388, 'correct_prob': 2.6619123352482587e-05, 'correct_prob_per_token': 0.019969039893228784, 'correct_prob_per_char': 0.4086800608436408, 'margin': 1.3501515977570555e-06, 'margin_per_token': -0.007019358339331632, 'margin_per_char': -0.047896967463219406, 'total_prob': 5.9531721612055154e-05, 'total_prob_per_token': 0.0652691051958212, 'total_prob_per_char': 1.555983988700999, 'uncond_correct_prob': 9.283105072917474e-07, 'uncond_correct_prob_per_token': 0.005350548848278542, 'uncond_correct_prob_per_char': 0.30557927567661447, 'uncond_total_prob': 2.8678495230114625e-06, 'norm_correct_prob': 0.2846393566770473, 'norm_correct_prob_per_token': 0.29254034889821723, 'norm_correct_prob_per_char': 0.262931830505937, 'primary_metric': 0.28205128205128205}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.4658119658119657, 'predicted_index_per_token': 1.5897435897435896, 'predicted_index_per_char': 1.4700854700854702, 'predicted_index_per_byte': 1.5769230769230769, 'predicted_index_uncond': 1.4914529914529915, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.28205128205128205, 'acc_per_char': 0.3076923076923077, 'acc_per_byte': 0.19230769230769232, 'acc_uncond': 0.3418803418803419, 'no_answer': 0.0, 'sum_logits_corr': -21.184519904291527, 'logits_per_token_corr': -4.4590149716327625, 'logits_per_char_corr': -0.912200937940178, 'logits_per_byte_corr': 1.3160277694615012, 'correct_prob': 5.00066807459813e-05, 'correct_prob_per_token': 0.02363444623393286, 'correct_prob_per_char': 0.42606400154563495, 'margin': -3.858656134505804e-06, 'margin_per_token': -0.00963524816741682, 'margin_per_char': -0.052481501211062695, 'total_prob': 0.0001146466578385024, 'total_prob_per_token': 0.07927196504238998, 'total_prob_per_char': 1.6334568952349793, 'uncond_correct_prob': 5.576546308912203e-07, 'uncond_correct_prob_per_token': 0.005441637085672981, 'uncond_correct_prob_per_char': 0.30406832116242904, 'uncond_total_prob': 2.1647581231811975e-06, 'norm_correct_prob': 0.2854250056520017, 'norm_correct_prob_per_token': 0.2839494889434687, 'norm_correct_prob_per_char': 0.26118873196225584, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.4059829059829059, 'predicted_index_per_token': 1.6153846153846154, 'predicted_index_per_char': 1.5042735042735043, 'predicted_index_per_byte': 1.5042735042735043, 'predicted_index_uncond': 1.3803418803418803, 'correct_choice': 1.358974358974359, 'acc_raw': 0.29914529914529914, 'acc_per_token': 0.3162393162393162, 'acc_per_char': 0.32051282051282054, 'acc_per_byte': 0.32051282051282054, 'acc_uncond': 0.3247863247863248, 'no_answer': 0.0, 'sum_logits_corr': -20.895135046070457, 'logits_per_token_corr': -4.435432955448284, 'logits_per_char_corr': -0.9068256365716626, 'bits_per_byte_corr': 1.308272848833855, 'correct_prob': 5.843404968137599e-05, 'correct_prob_per_token': 0.024849540921761944, 'correct_prob_per_char': 0.42740590950432367, 'margin': 8.78963551470118e-06, 'margin_per_token': -0.009456469125302078, 'margin_per_char': -0.04770558382237096, 'total_prob': 0.0001268117297956069, 'total_prob_per_token': 0.08301058864329192, 'total_prob_per_char': 1.6273927209235162, 'uncond_correct_prob': 5.573888683318474e-07, 'uncond_correct_prob_per_token': 0.005565121824205036, 'uncond_correct_prob_per_char': 0.3028793874907584, 'uncond_total_prob': 3.769647474616894e-06, 'norm_correct_prob': 0.30135160587686266, 'norm_correct_prob_per_token': 0.29035796196518177, 'norm_correct_prob_per_char': 0.26378927189770773, 'primary_metric': 0.29914529914529914}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5085470085470085, 'predicted_index_per_token': 1.5982905982905984, 'predicted_index_per_char': 1.547008547008547, 'predicted_index_per_byte': 1.547008547008547, 'predicted_index_uncond': 1.6196581196581197, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2905982905982906, 'acc_per_token': 0.32051282051282054, 'acc_per_char': 0.2948717948717949, 'acc_per_byte': 0.2948717948717949, 'acc_uncond': 0.3076923076923077, 'no_answer': 0.0, 'sum_logits_corr': -20.531035262295322, 'logits_per_token_corr': -4.368402141621668, 'logits_per_char_corr': -0.891589027217837, 'bits_per_byte_corr': 1.2862910680791122, 'correct_prob': 4.2717383040110316e-05, 'correct_prob_per_token': 0.02612143090000085, 'correct_prob_per_char': 0.4333496627309026, 'margin': -3.2352751909114607e-05, 'margin_per_token': -0.009112734094896288, 'margin_per_char': -0.05375317346908769, 'total_prob': 0.00013646308750660762, 'total_prob_per_token': 0.08680478925616468, 'total_prob_per_char': 1.658159472299828, 'uncond_correct_prob': 5.806071747678518e-07, 'uncond_correct_prob_per_token': 0.00489115145862406, 'uncond_correct_prob_per_char': 0.2938183856571688, 'uncond_total_prob': 1.4699140682188518e-06, 'norm_correct_prob': 0.29976515949210303, 'norm_correct_prob_per_token': 0.2886529107700115, 'norm_correct_prob_per_char': 0.2622179912469025, 'primary_metric': 0.2905982905982906}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5256410256410255, 'predicted_index_per_token': 1.623931623931624, 'predicted_index_per_char': 1.4487179487179487, 'predicted_index_per_byte': 1.4914529914529915, 'predicted_index_uncond': 1.5512820512820513, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3076923076923077, 'acc_per_token': 0.3247863247863248, 'acc_per_char': 0.3034188034188034, 'acc_per_byte': 0.19658119658119658, 'acc_uncond': 0.3717948717948718, 'no_answer': 0.0, 'sum_logits_corr': -19.890991946570892, 'logits_per_token_corr': -4.1605932363250595, 'logits_per_char_corr': -0.848666902552313, 'logits_per_byte_corr': 1.224367531679699, 'correct_prob': 0.0002881147546219918, 'correct_prob_per_token': 0.03306038739874994, 'correct_prob_per_char': 0.4528238593239148, 'margin': 2.101374832079373e-05, 'margin_per_token': -0.011254201733543627, 'margin_per_char': -0.05164254765479559, 'total_prob': 0.0005939157513391105, 'total_prob_per_token': 0.1064742655681987, 'total_prob_per_char': 1.7255657826117332, 'uncond_correct_prob': 3.708209898934706e-07, 'uncond_correct_prob_per_token': 0.00580622130961967, 'uncond_correct_prob_per_char': 0.3079817648345511, 'uncond_total_prob': 1.5138641964261884e-06, 'norm_correct_prob': 0.31135198173306017, 'norm_correct_prob_per_token': 0.2934537697199254, 'norm_correct_prob_per_char': 0.2621824876235938, 'primary_metric': 0.3076923076923077}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.4145299145299146, 'predicted_index_per_token': 1.5854700854700854, 'predicted_index_per_char': 1.4957264957264957, 'predicted_index_per_byte': 1.4957264957264957, 'predicted_index_uncond': 1.3162393162393162, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3717948717948718, 'acc_per_token': 0.34615384615384615, 'acc_per_char': 0.34615384615384615, 'acc_per_byte': 0.34615384615384615, 'acc_uncond': 0.41452991452991456, 'no_answer': 0.0, 'sum_logits_corr': -19.463103151728966, 'logits_per_token_corr': -4.025280297022504, 'logits_per_char_corr': -0.8282148277100099, 'bits_per_byte_corr': 1.1948614247287968, 'correct_prob': 0.00022878081997545861, 'correct_prob_per_token': 0.034554313058175024, 'correct_prob_per_char': 0.4608566172896459, 'margin': 8.642605998297554e-05, 'margin_per_token': -0.007264457474460533, 'margin_per_char': -0.04073072904651605, 'total_prob': 0.0004112352778870128, 'total_prob_per_token': 0.10740902349906971, 'total_prob_per_char': 1.7369989512092656, 'uncond_correct_prob': 4.3954167300828526e-07, 'uncond_correct_prob_per_token': 0.005247689375701148, 'uncond_correct_prob_per_char': 0.30003923630712287, 'uncond_total_prob': 3.2619337404994975e-06, 'norm_correct_prob': 0.3446684736348834, 'norm_correct_prob_per_token': 0.30585610006660824, 'norm_correct_prob_per_char': 0.26591591885004195, 'primary_metric': 0.3717948717948718}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.4017094017094016, 'predicted_index_per_token': 1.5341880341880343, 'predicted_index_per_char': 1.4871794871794872, 'predicted_index_per_byte': 1.4871794871794872, 'predicted_index_uncond': 1.5, 'correct_choice': 1.358974358974359, 'acc_raw': 0.29914529914529914, 'acc_per_token': 0.32905982905982906, 'acc_per_char': 0.29914529914529914, 'acc_per_byte': 0.29914529914529914, 'acc_uncond': 0.33760683760683763, 'no_answer': 0.0, 'sum_logits_corr': -20.520710152438564, 'logits_per_token_corr': -4.3423744893314575, 'logits_per_char_corr': -0.8884813792102256, 'bits_per_byte_corr': 1.2818076797097, 'correct_prob': 7.963352014597364e-05, 'correct_prob_per_token': 0.027803671579156048, 'correct_prob_per_char': 0.43616791149540995, 'margin': -5.376360784094974e-06, 'margin_per_token': -0.00751305751973188, 'margin_per_char': -0.05017219474968844, 'total_prob': 0.0001864782780893036, 'total_prob_per_token': 0.08761837575215858, 'total_prob_per_char': 1.6584857629333387, 'uncond_correct_prob': 1.183353833521238e-06, 'uncond_correct_prob_per_token': 0.005057682960103955, 'uncond_correct_prob_per_char': 0.29892404387710686, 'uncond_total_prob': 3.866455955206768e-06, 'norm_correct_prob': 0.3045656893315708, 'norm_correct_prob_per_token': 0.29315897426812454, 'norm_correct_prob_per_char': 0.263386657675615, 'primary_metric': 0.29914529914529914}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5256410256410255, 'predicted_index_per_token': 1.5982905982905984, 'predicted_index_per_char': 1.5341880341880343, 'predicted_index_per_byte': 1.6324786324786325, 'predicted_index_uncond': 1.3632478632478633, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3162393162393162, 'acc_per_token': 0.36752136752136755, 'acc_per_char': 0.3247863247863248, 'acc_per_byte': 0.1623931623931624, 'acc_uncond': 0.3717948717948718, 'no_answer': 0.0, 'sum_logits_corr': -19.644175354232136, 'logits_per_token_corr': -4.093552834550868, 'logits_per_char_corr': -0.8330602100497245, 'logits_per_byte_corr': 1.2018518338015192, 'correct_prob': 0.0002655226318798007, 'correct_prob_per_token': 0.03450801041672971, 'correct_prob_per_char': 0.45745374899474717, 'margin': -4.287358161216734e-05, 'margin_per_token': -0.010013307950786128, 'margin_per_char': -0.049231542757703785, 'total_prob': 0.0006154710344978739, 'total_prob_per_token': 0.1095166870772523, 'total_prob_per_char': 1.7348064954183706, 'uncond_correct_prob': 8.166664832763861e-07, 'uncond_correct_prob_per_token': 0.005636370945273136, 'uncond_correct_prob_per_char': 0.3026050810996719, 'uncond_total_prob': 2.555987957323961e-06, 'norm_correct_prob': 0.3115057858554875, 'norm_correct_prob_per_token': 0.2979644540333228, 'norm_correct_prob_per_char': 0.263862540105374, 'primary_metric': 0.3162393162393162}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.4658119658119657, 'predicted_index_per_token': 1.6111111111111112, 'predicted_index_per_char': 1.4786324786324787, 'predicted_index_per_byte': 1.4786324786324787, 'predicted_index_uncond': 1.4145299145299146, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3333333333333333, 'acc_per_token': 0.34615384615384615, 'acc_per_char': 0.3247863247863248, 'acc_per_byte': 0.3247863247863248, 'acc_uncond': 0.3547008547008547, 'no_answer': 0.0, 'sum_logits_corr': -20.380359653733734, 'logits_per_token_corr': -4.318899187262793, 'logits_per_char_corr': -0.8820674554993191, 'bits_per_byte_corr': 1.272554343779328, 'correct_prob': 9.176862959515335e-05, 'correct_prob_per_token': 0.027141385450719726, 'correct_prob_per_char': 0.43727288182112917, 'margin': 1.1175300807730804e-05, 'margin_per_token': -0.008341239632107748, 'margin_per_char': -0.047750257807113124, 'total_prob': 0.00019468808905640913, 'total_prob_per_token': 0.08870568602394245, 'total_prob_per_char': 1.6642734932846102, 'uncond_correct_prob': 1.384797077315912e-06, 'uncond_correct_prob_per_token': 0.004844879122871893, 'uncond_correct_prob_per_char': 0.2954442652138694, 'uncond_total_prob': 3.339806144846004e-06, 'norm_correct_prob': 0.31509453765485756, 'norm_correct_prob_per_token': 0.2948265970757508, 'norm_correct_prob_per_char': 0.2635344669270269, 'primary_metric': 0.3333333333333333}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.4444444444444444, 'predicted_index_per_token': 1.641025641025641, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.4658119658119657, 'correct_choice': 1.358974358974359, 'acc_raw': 0.29914529914529914, 'acc_per_token': 0.31196581196581197, 'acc_per_char': 0.32905982905982906, 'acc_per_byte': 0.32905982905982906, 'acc_uncond': 0.3162393162393162, 'no_answer': 0.0, 'sum_logits_corr': -21.144703367836456, 'logits_per_token_corr': -4.518239680601826, 'logits_per_char_corr': -0.9250815484059349, 'bits_per_byte_corr': 1.3346105623040847, 'correct_prob': 5.179250378207593e-05, 'correct_prob_per_token': 0.02333890060077822, 'correct_prob_per_char': 0.42088932508222116, 'margin': -6.233496023750713e-06, 'margin_per_token': -0.007911146829383285, 'margin_per_char': -0.048742796934889955, 'total_prob': 0.00012092717796249714, 'total_prob_per_token': 0.07700282110958394, 'total_prob_per_char': 1.6094539346901928, 'uncond_correct_prob': 1.2491260962947245e-06, 'uncond_correct_prob_per_token': 0.005166116564778139, 'uncond_correct_prob_per_char': 0.29978396636979754, 'uncond_total_prob': 3.1435045250292246e-06, 'norm_correct_prob': 0.29822070846217663, 'norm_correct_prob_per_token': 0.2877975795895882, 'norm_correct_prob_per_char': 0.26223271009960414, 'primary_metric': 0.29914529914529914}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.435897435897436, 'predicted_index_per_token': 1.623931623931624, 'predicted_index_per_char': 1.482905982905983, 'predicted_index_per_byte': 1.606837606837607, 'predicted_index_uncond': 1.4572649572649572, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3247863247863248, 'acc_per_token': 0.3333333333333333, 'acc_per_char': 0.36324786324786323, 'acc_per_byte': 0.1794871794871795, 'acc_uncond': 0.37606837606837606, 'no_answer': 0.0, 'sum_logits_corr': -20.579443652405697, 'logits_per_token_corr': -4.379673322560808, 'logits_per_char_corr': -0.8937941704316161, 'logits_per_byte_corr': 1.2894724172580843, 'correct_prob': 0.00010286515016596416, 'correct_prob_per_token': 0.027248891856571266, 'correct_prob_per_char': 0.43357413324942545, 'margin': -2.4076224427272496e-05, 'margin_per_token': -0.007480537224954178, 'margin_per_char': -0.044154050614336304, 'total_prob': 0.00024946862698246066, 'total_prob_per_token': 0.08515046924136127, 'total_prob_per_char': 1.6378228341752301, 'uncond_correct_prob': 9.069297296076727e-07, 'uncond_correct_prob_per_token': 0.005971032873220395, 'uncond_correct_prob_per_char': 0.31053715944253285, 'uncond_total_prob': 2.3977365911904115e-06, 'norm_correct_prob': 0.31812933410315813, 'norm_correct_prob_per_token': 0.29778195433408283, 'norm_correct_prob_per_char': 0.26551361482595515, 'primary_metric': 0.3247863247863248}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.4786324786324787, 'predicted_index_per_token': 1.5683760683760684, 'predicted_index_per_char': 1.4871794871794872, 'predicted_index_per_byte': 1.4871794871794872, 'predicted_index_uncond': 1.4059829059829059, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3547008547008547, 'acc_per_token': 0.36324786324786323, 'acc_per_char': 0.358974358974359, 'acc_per_byte': 0.358974358974359, 'acc_uncond': 0.4017094017094017, 'no_answer': 0.0, 'sum_logits_corr': -19.320822652588543, 'logits_per_token_corr': -4.038089256715368, 'logits_per_char_corr': -0.8239386872972665, 'bits_per_byte_corr': 1.1886922581611827, 'correct_prob': 0.0002049016458343222, 'correct_prob_per_token': 0.03660360697459455, 'correct_prob_per_char': 0.4627685497929094, 'margin': 6.337071226719695e-05, 'margin_per_token': -0.007348081832818967, 'margin_per_char': -0.03850044509123363, 'total_prob': 0.0003831138931097262, 'total_prob_per_token': 0.11177076550481418, 'total_prob_per_char': 1.743610148382904, 'uncond_correct_prob': 9.233027766778934e-07, 'uncond_correct_prob_per_token': 0.005408552176713677, 'uncond_correct_prob_per_char': 0.30128649438633, 'uncond_total_prob': 3.6832003303151287e-06, 'norm_correct_prob': 0.3349214519402497, 'norm_correct_prob_per_token': 0.3041518754618944, 'norm_correct_prob_per_char': 0.26550304523602775, 'primary_metric': 0.3547008547008547}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.4743589743589745, 'predicted_index_per_token': 1.6025641025641026, 'predicted_index_per_char': 1.4786324786324787, 'predicted_index_per_byte': 1.4786324786324787, 'predicted_index_uncond': 1.5042735042735043, 'correct_choice': 1.358974358974359, 'acc_raw': 0.32051282051282054, 'acc_per_token': 0.36324786324786323, 'acc_per_char': 0.29914529914529914, 'acc_per_byte': 0.29914529914529914, 'acc_uncond': 0.32905982905982906, 'no_answer': 0.0, 'sum_logits_corr': -20.060838756398258, 'logits_per_token_corr': -4.26130279472005, 'logits_per_char_corr': -0.8761908858485382, 'bits_per_byte_corr': 1.2640762458867023, 'correct_prob': 8.512631068933599e-05, 'correct_prob_per_token': 0.029134024240974228, 'correct_prob_per_char': 0.44152216526746413, 'margin': -1.5207290354291576e-06, 'margin_per_token': -0.00822924408753697, 'margin_per_char': -0.05052860659129525, 'total_prob': 0.0001912221628685348, 'total_prob_per_token': 0.09458984429852775, 'total_prob_per_char': 1.6817795482419988, 'uncond_correct_prob': 1.8259664047464498e-06, 'uncond_correct_prob_per_token': 0.006196668436445901, 'uncond_correct_prob_per_char': 0.3156581415794382, 'uncond_total_prob': 4.852528550272748e-06, 'norm_correct_prob': 0.30111056598234026, 'norm_correct_prob_per_token': 0.29129655188463865, 'norm_correct_prob_per_char': 0.263124923309518, 'primary_metric': 0.32051282051282054}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.564102564102564, 'predicted_index_per_token': 1.6367521367521367, 'predicted_index_per_char': 1.4658119658119657, 'predicted_index_per_byte': 1.5213675213675213, 'predicted_index_uncond': 1.3717948717948718, 'correct_choice': 1.358974358974359, 'acc_raw': 0.32905982905982906, 'acc_per_token': 0.3547008547008547, 'acc_per_char': 0.32051282051282054, 'acc_per_byte': 0.18376068376068377, 'acc_uncond': 0.3803418803418803, 'no_answer': 0.0, 'sum_logits_corr': -19.737262004461044, 'logits_per_token_corr': -4.123954741102338, 'logits_per_char_corr': -0.8404416950203811, 'logits_per_byte_corr': 1.2125010655630895, 'correct_prob': 0.0002048843943520576, 'correct_prob_per_token': 0.033611687256217895, 'correct_prob_per_char': 0.4546486283792541, 'margin': 4.360080956020045e-05, 'margin_per_token': -0.007942894055785943, 'margin_per_char': -0.04343752962172881, 'total_prob': 0.00039808053154730046, 'total_prob_per_token': 0.10445529890591518, 'total_prob_per_char': 1.7183770073050912, 'uncond_correct_prob': 4.465041920650656e-07, 'uncond_correct_prob_per_token': 0.005227569842672706, 'uncond_correct_prob_per_char': 0.29711662104583736, 'uncond_total_prob': 1.621595534538834e-06, 'norm_correct_prob': 0.32061391218652047, 'norm_correct_prob_per_token': 0.3034221630993169, 'norm_correct_prob_per_char': 0.2650309840115212, 'primary_metric': 0.32905982905982906}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4871794871794872, 'predicted_index_per_token': 1.547008547008547, 'predicted_index_per_char': 1.5299145299145298, 'predicted_index_per_byte': 1.5299145299145298, 'predicted_index_uncond': 1.4316239316239316, 'correct_choice': 1.358974358974359, 'acc_raw': 0.33760683760683763, 'acc_per_token': 0.33760683760683763, 'acc_per_char': 0.36752136752136755, 'acc_per_byte': 0.36752136752136755, 'acc_uncond': 0.39316239316239315, 'no_answer': 0.0, 'sum_logits_corr': -19.17829961450691, 'logits_per_token_corr': -4.028687568832671, 'logits_per_char_corr': -0.826101913820841, 'bits_per_byte_corr': 1.1918131343390652, 'correct_prob': 0.0002371075917369025, 'correct_prob_per_token': 0.03670094605117908, 'correct_prob_per_char': 0.4627823931336459, 'margin': 8.646568360052221e-05, 'margin_per_token': -0.008487013697967956, 'margin_per_char': -0.0410433752874495, 'total_prob': 0.00042225609849009724, 'total_prob_per_token': 0.11258851383598173, 'total_prob_per_char': 1.7384633209720377, 'uncond_correct_prob': 1.052655116605242e-06, 'uncond_correct_prob_per_token': 0.006198620184446146, 'uncond_correct_prob_per_char': 0.30672350601886544, 'uncond_total_prob': 3.0345997675603867e-06, 'norm_correct_prob': 0.3286891965894016, 'norm_correct_prob_per_token': 0.30419524569292195, 'norm_correct_prob_per_char': 0.26695971224240644, 'primary_metric': 0.33760683760683763}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4102564102564104, 'predicted_index_per_token': 1.6538461538461537, 'predicted_index_per_char': 1.517094017094017, 'predicted_index_per_byte': 1.517094017094017, 'predicted_index_uncond': 1.482905982905983, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3034188034188034, 'acc_per_token': 0.3076923076923077, 'acc_per_char': 0.3247863247863248, 'acc_per_byte': 0.3247863247863248, 'acc_uncond': 0.38461538461538464, 'no_answer': 0.0, 'sum_logits_corr': -20.8855523431403, 'logits_per_token_corr': -4.477171934438551, 'logits_per_char_corr': -0.9156051890600143, 'bits_per_byte_corr': 1.3209390656700335, 'correct_prob': 4.771642616861694e-05, 'correct_prob_per_token': 0.024143788094968064, 'correct_prob_per_char': 0.4240571067150459, 'margin': -3.073791641617055e-05, 'margin_per_token': -0.007955458087017312, 'margin_per_char': -0.049865249208591665, 'total_prob': 0.00013768166639470676, 'total_prob_per_token': 0.07867411938736503, 'total_prob_per_char': 1.621294800909192, 'uncond_correct_prob': 8.992918185426907e-07, 'uncond_correct_prob_per_token': 0.006123700641328017, 'uncond_correct_prob_per_char': 0.31019847636098324, 'uncond_total_prob': 2.847774200198147e-06, 'norm_correct_prob': 0.30345077209436294, 'norm_correct_prob_per_token': 0.2858180197364604, 'norm_correct_prob_per_char': 0.2624180701940936, 'primary_metric': 0.3034188034188034}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4658119658119657, 'predicted_index_per_token': 1.5982905982905984, 'predicted_index_per_char': 1.4059829059829059, 'predicted_index_per_byte': 1.5854700854700854, 'predicted_index_uncond': 1.4786324786324787, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3076923076923077, 'acc_per_token': 0.32905982905982906, 'acc_per_char': 0.3333333333333333, 'acc_per_byte': 0.19658119658119658, 'acc_uncond': 0.3974358974358974, 'no_answer': 0.0, 'sum_logits_corr': -19.7469091965602, 'logits_per_token_corr': -4.138000878542629, 'logits_per_char_corr': -0.845925676364835, 'logits_per_byte_corr': 1.2204127782530665, 'correct_prob': 0.00017701408885430293, 'correct_prob_per_token': 0.031583917124406904, 'correct_prob_per_char': 0.45233783935627636, 'margin': 1.3664801584964515e-05, 'margin_per_token': -0.009199998444178667, 'margin_per_char': -0.045135721165227474, 'total_prob': 0.00037470226119555605, 'total_prob_per_token': 0.101603044567774, 'total_prob_per_char': 1.7217537934779996, 'uncond_correct_prob': 3.7260946849616784e-07, 'uncond_correct_prob_per_token': 0.005391563485426987, 'uncond_correct_prob_per_char': 0.301147392967472, 'uncond_total_prob': 1.5306261653552983e-06, 'norm_correct_prob': 0.3085669417529612, 'norm_correct_prob_per_token': 0.2959325903022494, 'norm_correct_prob_per_char': 0.26282764585870494, 'primary_metric': 0.3076923076923077}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5042735042735043, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.4871794871794872, 'predicted_index_per_byte': 1.4871794871794872, 'predicted_index_uncond': 1.4188034188034189, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2948717948717949, 'acc_per_token': 0.358974358974359, 'acc_per_char': 0.34615384615384615, 'acc_per_byte': 0.34615384615384615, 'acc_uncond': 0.38461538461538464, 'no_answer': 0.0, 'sum_logits_corr': -19.226754748923145, 'logits_per_token_corr': -4.000750959459814, 'logits_per_char_corr': -0.8174370793523663, 'bits_per_byte_corr': 1.1793124206212642, 'correct_prob': 0.00017012776657009766, 'correct_prob_per_token': 0.034640599648348654, 'correct_prob_per_char': 0.46358043374512786, 'margin': -5.5285709254697714e-06, 'margin_per_token': -0.00852704388102795, 'margin_per_char': -0.04247783721709409, 'total_prob': 0.0003777593303442673, 'total_prob_per_token': 0.1094000217787679, 'total_prob_per_char': 1.7500855529071004, 'uncond_correct_prob': 6.374745134014875e-07, 'uncond_correct_prob_per_token': 0.006019639777466684, 'uncond_correct_prob_per_char': 0.30959116206535636, 'uncond_total_prob': 3.461499747208113e-06, 'norm_correct_prob': 0.3106487257702479, 'norm_correct_prob_per_token': 0.3031890171351633, 'norm_correct_prob_per_char': 0.26540091955204903, 'primary_metric': 0.2948717948717949}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.4487179487179487, 'predicted_index_per_token': 1.6153846153846154, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.5683760683760684, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2905982905982906, 'acc_per_token': 0.3034188034188034, 'acc_per_char': 0.34615384615384615, 'acc_per_byte': 0.34615384615384615, 'acc_uncond': 0.4017094017094017, 'no_answer': 0.0, 'sum_logits_corr': -19.78087154412881, 'logits_per_token_corr': -4.214508119084629, 'logits_per_char_corr': -0.865003684955683, 'bits_per_byte_corr': 1.2479365266371396, 'correct_prob': 7.605659608429993e-05, 'correct_prob_per_token': 0.02960838119971805, 'correct_prob_per_char': 0.4448935797953286, 'margin': -1.3139456694465043e-07, 'margin_per_token': -0.007836373364012938, 'margin_per_char': -0.04560047208235663, 'total_prob': 0.00017995961022454943, 'total_prob_per_token': 0.09526762857309617, 'total_prob_per_char': 1.6901662530982315, 'uncond_correct_prob': 1.1248380106372657e-06, 'uncond_correct_prob_per_token': 0.006344242724258713, 'uncond_correct_prob_per_char': 0.3141652593310198, 'uncond_total_prob': 2.865259488090465e-06, 'norm_correct_prob': 0.3037781485884355, 'norm_correct_prob_per_token': 0.29700605516033407, 'norm_correct_prob_per_char': 0.26386789044233355, 'primary_metric': 0.2905982905982906}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.435897435897436, 'predicted_index_per_token': 1.5683760683760684, 'predicted_index_per_char': 1.4273504273504274, 'predicted_index_per_byte': 1.6025641025641026, 'predicted_index_uncond': 1.3888888888888888, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3333333333333333, 'acc_per_token': 0.34615384615384615, 'acc_per_char': 0.32051282051282054, 'acc_per_byte': 0.18376068376068377, 'acc_uncond': 0.36752136752136755, 'no_answer': 0.0, 'sum_logits_corr': -19.678488317717854, 'logits_per_token_corr': -4.121578669309411, 'logits_per_char_corr': -0.8407159796117255, 'logits_per_byte_corr': 1.2128967745828143, 'correct_prob': 0.00024334755165713066, 'correct_prob_per_token': 0.03369690633337261, 'correct_prob_per_char': 0.45453414122688474, 'margin': 7.572037349636104e-05, 'margin_per_token': -0.007111481731214738, 'margin_per_char': -0.04682426122187449, 'total_prob': 0.0004493004017556164, 'total_prob_per_token': 0.10412737073109474, 'total_prob_per_char': 1.7287654224879818, 'uncond_correct_prob': 1.1791074885727456e-06, 'uncond_correct_prob_per_token': 0.005498856241429729, 'uncond_correct_prob_per_char': 0.3034534941087625, 'uncond_total_prob': 2.5883376451052264e-06, 'norm_correct_prob': 0.3163852308221215, 'norm_correct_prob_per_token': 0.29868146591404826, 'norm_correct_prob_per_char': 0.26328613379276355, 'primary_metric': 0.3333333333333333}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.4615384615384615, 'predicted_index_per_token': 1.5598290598290598, 'predicted_index_per_char': 1.4786324786324787, 'predicted_index_per_byte': 1.4786324786324787, 'predicted_index_uncond': 1.376068376068376, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3547008547008547, 'acc_per_token': 0.3333333333333333, 'acc_per_char': 0.3547008547008547, 'acc_per_byte': 0.3547008547008547, 'acc_uncond': 0.3974358974358974, 'no_answer': 0.0, 'sum_logits_corr': -18.892571567470192, 'logits_per_token_corr': -3.933948589334707, 'logits_per_char_corr': -0.8049160529847063, 'bits_per_byte_corr': 1.1612483979737882, 'correct_prob': 0.0002623295699189232, 'correct_prob_per_token': 0.03946076580925671, 'correct_prob_per_char': 0.4710385883784517, 'margin': 6.8191623035093e-05, 'margin_per_token': -0.007065985590860086, 'margin_per_char': -0.04062045200951731, 'total_prob': 0.0005021016513147752, 'total_prob_per_token': 0.12040085650070373, 'total_prob_per_char': 1.7720267989979226, 'uncond_correct_prob': 7.830062483556009e-07, 'uncond_correct_prob_per_token': 0.006503728667039058, 'uncond_correct_prob_per_char': 0.3166262314131546, 'uncond_total_prob': 2.9594828807501454e-06, 'norm_correct_prob': 0.3398379206792976, 'norm_correct_prob_per_token': 0.30800860966388155, 'norm_correct_prob_per_char': 0.26696959369624884, 'primary_metric': 0.3547008547008547}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.452991452991453, 'predicted_index_per_token': 1.6196581196581197, 'predicted_index_per_char': 1.4957264957264957, 'predicted_index_per_byte': 1.4957264957264957, 'predicted_index_uncond': 1.4444444444444444, 'correct_choice': 1.358974358974359, 'acc_raw': 0.32051282051282054, 'acc_per_token': 0.3333333333333333, 'acc_per_char': 0.32905982905982906, 'acc_per_byte': 0.32905982905982906, 'acc_uncond': 0.36324786324786323, 'no_answer': 0.0, 'sum_logits_corr': -19.86379011472066, 'logits_per_token_corr': -4.2446387500874305, 'logits_per_char_corr': -0.8690187470393206, 'bits_per_byte_corr': 1.253729036794069, 'correct_prob': 8.585923344131849e-05, 'correct_prob_per_token': 0.02999249062855728, 'correct_prob_per_char': 0.44339517462315464, 'margin': -1.5015492111197739e-06, 'margin_per_token': -0.007119109216866676, 'margin_per_char': -0.04343126750665513, 'total_prob': 0.00019297016612392328, 'total_prob_per_token': 0.09394409548422342, 'total_prob_per_char': 1.6802884013571953, 'uncond_correct_prob': 5.487103718327519e-07, 'uncond_correct_prob_per_token': 0.005531563102584537, 'uncond_correct_prob_per_char': 0.3008036773632978, 'uncond_total_prob': 4.762172578864433e-06, 'norm_correct_prob': 0.3121517172567713, 'norm_correct_prob_per_token': 0.29679832476401774, 'norm_correct_prob_per_char': 0.26463979118851233, 'primary_metric': 0.32051282051282054}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.4316239316239316, 'predicted_index_per_token': 1.6111111111111112, 'predicted_index_per_char': 1.482905982905983, 'predicted_index_per_byte': 1.5384615384615385, 'predicted_index_uncond': 1.3888888888888888, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3247863247863248, 'acc_per_token': 0.36752136752136755, 'acc_per_char': 0.37606837606837606, 'acc_per_byte': 0.19658119658119658, 'acc_uncond': 0.4188034188034188, 'no_answer': 0.0, 'sum_logits_corr': -19.66404888365004, 'logits_per_token_corr': -4.140921871937726, 'logits_per_char_corr': -0.8422240437658568, 'logits_per_byte_corr': 1.215072451259324, 'correct_prob': 0.0001931982196916953, 'correct_prob_per_token': 0.03331617845011201, 'correct_prob_per_char': 0.45376090243360845, 'margin': 5.728305970218365e-05, 'margin_per_token': -0.006687527112330378, 'margin_per_char': -0.041121255631158406, 'total_prob': 0.0003648964909692166, 'total_prob_per_token': 0.10270450137364764, 'total_prob_per_char': 1.719061903525721, 'uncond_correct_prob': 4.0296383286158135e-07, 'uncond_correct_prob_per_token': 0.0057668439868390695, 'uncond_correct_prob_per_char': 0.30593901643637866, 'uncond_total_prob': 2.2246191475501203e-06, 'norm_correct_prob': 0.31712636228849517, 'norm_correct_prob_per_token': 0.29886774856893056, 'norm_correct_prob_per_char': 0.2643343274860847, 'primary_metric': 0.3247863247863248}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.4145299145299146, 'predicted_index_per_token': 1.5427350427350428, 'predicted_index_per_char': 1.4743589743589745, 'predicted_index_per_byte': 1.4743589743589745, 'predicted_index_uncond': 1.3076923076923077, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3418803418803419, 'acc_per_token': 0.34615384615384615, 'acc_per_char': 0.34615384615384615, 'acc_per_byte': 0.34615384615384615, 'acc_uncond': 0.4017094017094017, 'no_answer': 0.0, 'sum_logits_corr': -18.955225602174416, 'logits_per_token_corr': -3.972082164915431, 'logits_per_char_corr': -0.815559596181524, 'bits_per_byte_corr': 1.1766037849613353, 'correct_prob': 0.00023643432566926203, 'correct_prob_per_token': 0.03718840467363963, 'correct_prob_per_char': 0.4673543348070055, 'margin': 9.406731506628595e-05, 'margin_per_token': -0.008232706195820902, 'margin_per_char': -0.039108565410852766, 'total_prob': 0.00040684842461631007, 'total_prob_per_token': 0.11482395486329076, 'total_prob_per_char': 1.7556393343542174, 'uncond_correct_prob': 1.1282869078942043e-06, 'uncond_correct_prob_per_token': 0.005901760433248191, 'uncond_correct_prob_per_char': 0.3078301292522087, 'uncond_total_prob': 2.9547346631725714e-06, 'norm_correct_prob': 0.3359956106350952, 'norm_correct_prob_per_token': 0.30946946485326954, 'norm_correct_prob_per_char': 0.26648696654976095, 'primary_metric': 0.3418803418803419}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.4914529914529915, 'predicted_index_per_token': 1.6837606837606838, 'predicted_index_per_char': 1.5213675213675213, 'predicted_index_per_byte': 1.5213675213675213, 'predicted_index_uncond': 1.4572649572649572, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3247863247863248, 'acc_per_token': 0.32905982905982906, 'acc_per_char': 0.36752136752136755, 'acc_per_byte': 0.36752136752136755, 'acc_uncond': 0.3547008547008547, 'no_answer': 0.0, 'sum_logits_corr': -19.528793620248127, 'logits_per_token_corr': -4.163359058568267, 'logits_per_char_corr': -0.8528268531943822, 'bits_per_byte_corr': 1.2303690718413591, 'correct_prob': 7.992164565213094e-05, 'correct_prob_per_token': 0.03162496712510204, 'correct_prob_per_char': 0.4500817488673881, 'margin': -4.6508350728008426e-05, 'margin_per_token': -0.00812410193609276, 'margin_per_char': -0.04515685117252071, 'total_prob': 0.00023310377810737684, 'total_prob_per_token': 0.09943549161470779, 'total_prob_per_char': 1.7002450169102012, 'uncond_correct_prob': 5.738939013041635e-07, 'uncond_correct_prob_per_token': 0.006016474929044577, 'uncond_correct_prob_per_char': 0.308778001993334, 'uncond_total_prob': 2.6017854398408835e-06, 'norm_correct_prob': 0.3137744069531372, 'norm_correct_prob_per_token': 0.2991790920871593, 'norm_correct_prob_per_char': 0.26557112605502436, 'primary_metric': 0.3247863247863248}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.4743589743589745, 'predicted_index_per_token': 1.6153846153846154, 'predicted_index_per_char': 1.4957264957264957, 'predicted_index_per_byte': 1.5769230769230769, 'predicted_index_uncond': 1.4145299145299146, 'correct_choice': 1.358974358974359, 'acc_raw': 0.31196581196581197, 'acc_per_token': 0.36324786324786323, 'acc_per_char': 0.33760683760683763, 'acc_per_byte': 0.1623931623931624, 'acc_uncond': 0.3888888888888889, 'no_answer': 0.0, 'sum_logits_corr': -19.525755246480305, 'logits_per_token_corr': -4.115313007421921, 'logits_per_char_corr': -0.8381043777458165, 'logits_per_byte_corr': 1.2091290295220882, 'correct_prob': 0.0002006527291074531, 'correct_prob_per_token': 0.03493142910782734, 'correct_prob_per_char': 0.45645593573004284, 'margin': 3.666488533444619e-05, 'margin_per_token': -0.005942853604763422, 'margin_per_char': -0.041888023565001514, 'total_prob': 0.00040017261407577126, 'total_prob_per_token': 0.1054805275868226, 'total_prob_per_char': 1.7218398253885003, 'uncond_correct_prob': 7.829880040159386e-07, 'uncond_correct_prob_per_token': 0.0056498571926055716, 'uncond_correct_prob_per_char': 0.3036975174696936, 'uncond_total_prob': 2.374676619786866e-06, 'norm_correct_prob': 0.3160948213655128, 'norm_correct_prob_per_token': 0.30352827699898066, 'norm_correct_prob_per_char': 0.26556110720003506, 'primary_metric': 0.31196581196581197}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.4188034188034189, 'predicted_index_per_token': 1.4871794871794872, 'predicted_index_per_char': 1.4871794871794872, 'predicted_index_per_byte': 1.4871794871794872, 'predicted_index_uncond': 1.3803418803418803, 'correct_choice': 1.358974358974359, 'acc_raw': 0.358974358974359, 'acc_per_token': 0.358974358974359, 'acc_per_char': 0.34615384615384615, 'acc_per_byte': 0.34615384615384615, 'acc_uncond': 0.3803418803418803, 'no_answer': 0.0, 'sum_logits_corr': -19.168082031429325, 'logits_per_token_corr': -4.046165156073526, 'logits_per_char_corr': -0.8352674961341664, 'bits_per_byte_corr': 1.2050362744893688, 'correct_prob': 0.00021918420694064066, 'correct_prob_per_token': 0.03531993022173392, 'correct_prob_per_char': 0.4594000955231992, 'margin': 0.0001226307039294764, 'margin_per_token': -0.005800872531712667, 'margin_per_char': -0.04023563049064586, 'total_prob': 0.0003348952661168157, 'total_prob_per_token': 0.1060028158026329, 'total_prob_per_char': 1.721286536029267, 'uncond_correct_prob': 7.7493454762551e-07, 'uncond_correct_prob_per_token': 0.005654222918268415, 'uncond_correct_prob_per_char': 0.3022750508642562, 'uncond_total_prob': 4.270487497506555e-06, 'norm_correct_prob': 0.336684216565368, 'norm_correct_prob_per_token': 0.3115494016914437, 'norm_correct_prob_per_char': 0.26805923186432784, 'primary_metric': 0.358974358974359}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.4700854700854702, 'predicted_index_per_token': 1.6153846153846154, 'predicted_index_per_char': 1.5427350427350428, 'predicted_index_per_byte': 1.5427350427350428, 'predicted_index_uncond': 1.4059829059829059, 'correct_choice': 1.358974358974359, 'acc_raw': 0.34615384615384615, 'acc_per_token': 0.34615384615384615, 'acc_per_char': 0.3162393162393162, 'acc_per_byte': 0.3162393162393162, 'acc_uncond': 0.36324786324786323, 'no_answer': 0.0, 'sum_logits_corr': -19.24262634301797, 'logits_per_token_corr': -4.06283526576281, 'logits_per_char_corr': -0.8314825547970455, 'bits_per_byte_corr': 1.199575758392245, 'correct_prob': 9.359650152487396e-05, 'correct_prob_per_token': 0.033425884729473845, 'correct_prob_per_char': 0.45775840213274316, 'margin': -5.252039327443497e-05, 'margin_per_token': -0.008960619715216552, 'margin_per_char': -0.04338259279213275, 'total_prob': 0.00027847373462215835, 'total_prob_per_token': 0.10640362245308581, 'total_prob_per_char': 1.7300003975934999, 'uncond_correct_prob': 1.144012598064804e-06, 'uncond_correct_prob_per_token': 0.00545440407548893, 'uncond_correct_prob_per_char': 0.30065919103730065, 'uncond_total_prob': 3.422888501120786e-06, 'norm_correct_prob': 0.3316261793558893, 'norm_correct_prob_per_token': 0.30302896616509445, 'norm_correct_prob_per_char': 0.26617618708301477, 'primary_metric': 0.34615384615384615}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.4957264957264957, 'predicted_index_per_token': 1.5598290598290598, 'predicted_index_per_char': 1.4871794871794872, 'predicted_index_per_byte': 1.5726495726495726, 'predicted_index_uncond': 1.4316239316239316, 'correct_choice': 1.358974358974359, 'acc_raw': 0.33760683760683763, 'acc_per_token': 0.36752136752136755, 'acc_per_char': 0.32905982905982906, 'acc_per_byte': 0.16666666666666666, 'acc_uncond': 0.39316239316239315, 'no_answer': 0.0, 'sum_logits_corr': -19.012684400265034, 'logits_per_token_corr': -3.992038064861196, 'logits_per_char_corr': -0.8120761130552192, 'logits_per_byte_corr': 1.1715781811299917, 'correct_prob': 0.00033116817299124184, 'correct_prob_per_token': 0.0382642910495861, 'correct_prob_per_char': 0.46628249519943965, 'margin': 0.00015057094224041228, 'margin_per_token': -0.006923273107413105, 'margin_per_char': -0.04121368649487352, 'total_prob': 0.00055227124866384, 'total_prob_per_token': 0.11540004572414568, 'total_prob_per_char': 1.7521020629113786, 'uncond_correct_prob': 4.28805948611007e-07, 'uncond_correct_prob_per_token': 0.004971579158230627, 'uncond_correct_prob_per_char': 0.29221696964941196, 'uncond_total_prob': 1.3625683438960265e-06, 'norm_correct_prob': 0.3271376313464062, 'norm_correct_prob_per_token': 0.3100894544512197, 'norm_correct_prob_per_char': 0.2676114484834239, 'primary_metric': 0.33760683760683763}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.4145299145299146, 'predicted_index_per_token': 1.5384615384615385, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.4444444444444444, 'predicted_index_uncond': 1.4273504273504274, 'correct_choice': 1.358974358974359, 'acc_raw': 0.33760683760683763, 'acc_per_token': 0.36752136752136755, 'acc_per_char': 0.32905982905982906, 'acc_per_byte': 0.32905982905982906, 'acc_uncond': 0.39316239316239315, 'no_answer': 0.0, 'sum_logits_corr': -18.238836683778683, 'logits_per_token_corr': -3.784375327166614, 'logits_per_char_corr': -0.7768603582378847, 'bits_per_byte_corr': 1.1207725862938251, 'correct_prob': 0.000481815734663406, 'correct_prob_per_token': 0.04524773605884921, 'correct_prob_per_char': 0.48386519540580136, 'margin': 0.00024559115288956936, 'margin_per_token': -0.006747267097668784, 'margin_per_char': -0.03851139293995684, 'total_prob': 0.0007734297290811174, 'total_prob_per_token': 0.13478502087618965, 'total_prob_per_char': 1.8157889382379722, 'uncond_correct_prob': 1.0001134458549583e-06, 'uncond_correct_prob_per_token': 0.005978039290644968, 'uncond_correct_prob_per_char': 0.30750325136454304, 'uncond_total_prob': 3.239264276028602e-06, 'norm_correct_prob': 0.33320952300912915, 'norm_correct_prob_per_token': 0.31038681584054656, 'norm_correct_prob_per_char': 0.2665532755964597, 'primary_metric': 0.33760683760683763}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.4487179487179487, 'predicted_index_per_token': 1.623931623931624, 'predicted_index_per_char': 1.5042735042735043, 'predicted_index_per_byte': 1.5042735042735043, 'predicted_index_uncond': 1.4487179487179487, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3504273504273504, 'acc_per_token': 0.34615384615384615, 'acc_per_char': 0.36324786324786323, 'acc_per_byte': 0.36324786324786323, 'acc_uncond': 0.4230769230769231, 'no_answer': 0.0, 'sum_logits_corr': -18.85482531735021, 'logits_per_token_corr': -3.9718617720915836, 'logits_per_char_corr': -0.8141622482674558, 'bits_per_byte_corr': 1.1745878380553114, 'correct_prob': 0.00020124282093107894, 'correct_prob_per_token': 0.03745883488346482, 'correct_prob_per_char': 0.4660029962515981, 'margin': 2.7941967319682663e-05, 'margin_per_token': -0.007110809457235314, 'margin_per_char': -0.04162092943863839, 'total_prob': 0.00040391428046013006, 'total_prob_per_token': 0.11477960336197494, 'total_prob_per_char': 1.7528482683796802, 'uncond_correct_prob': 7.916759136515571e-07, 'uncond_correct_prob_per_token': 0.00655426159683098, 'uncond_correct_prob_per_char': 0.31424837512189435, 'uncond_total_prob': 4.116460690083795e-06, 'norm_correct_prob': 0.33017691355221773, 'norm_correct_prob_per_token': 0.3056078353048563, 'norm_correct_prob_per_char': 0.2670727753048884, 'primary_metric': 0.3504273504273504}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.4230769230769231, 'predicted_index_per_token': 1.564102564102564, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.4914529914529915, 'predicted_index_uncond': 1.4145299145299146, 'correct_choice': 1.358974358974359, 'acc_raw': 0.32905982905982906, 'acc_per_token': 0.3547008547008547, 'acc_per_char': 0.3504273504273504, 'acc_per_byte': 0.1752136752136752, 'acc_uncond': 0.3888888888888889, 'no_answer': 0.0, 'sum_logits_corr': -18.948809150956635, 'logits_per_token_corr': -3.9943445652236163, 'logits_per_char_corr': -0.8158106552297402, 'logits_per_byte_corr': 1.1769659866051676, 'correct_prob': 0.00027927325539745424, 'correct_prob_per_token': 0.03874134777767149, 'correct_prob_per_char': 0.4660969692027869, 'margin': 9.568709863197336e-05, 'margin_per_token': -0.007056622561973157, 'margin_per_char': -0.04428606803462416, 'total_prob': 0.0005202648957030148, 'total_prob_per_token': 0.11729741492346923, 'total_prob_per_char': 1.7581534779694823, 'uncond_correct_prob': 8.773325678444445e-07, 'uncond_correct_prob_per_token': 0.005414675366087533, 'uncond_correct_prob_per_char': 0.29898180604236374, 'uncond_total_prob': 2.2944660226847397e-06, 'norm_correct_prob': 0.31802122499651325, 'norm_correct_prob_per_token': 0.3040413439218743, 'norm_correct_prob_per_char': 0.2660203141019737, 'primary_metric': 0.32905982905982906}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.4914529914529915, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.452991452991453, 'predicted_index_per_byte': 1.452991452991453, 'predicted_index_uncond': 1.3974358974358974, 'correct_choice': 1.358974358974359, 'acc_raw': 0.37606837606837606, 'acc_per_token': 0.36752136752136755, 'acc_per_char': 0.36752136752136755, 'acc_per_byte': 0.36752136752136755, 'acc_uncond': 0.36752136752136755, 'no_answer': 0.0, 'sum_logits_corr': -18.235107851843548, 'logits_per_token_corr': -3.8295140985829756, 'logits_per_char_corr': -0.7878003546016265, 'bits_per_byte_corr': 1.1365556647951498, 'correct_prob': 0.0003358773576948228, 'correct_prob_per_token': 0.04304083290384416, 'correct_prob_per_char': 0.4795412858572398, 'margin': 0.0001225208927189724, 'margin_per_token': -0.006904990860785573, 'margin_per_char': -0.038994630526777714, 'total_prob': 0.000582433120652432, 'total_prob_per_token': 0.12842773577232006, 'total_prob_per_char': 1.7941331642530651, 'uncond_correct_prob': 6.587083116299572e-07, 'uncond_correct_prob_per_token': 0.005619551340868428, 'uncond_correct_prob_per_char': 0.2989559516992606, 'uncond_total_prob': 2.1522193645804817e-06, 'norm_correct_prob': 0.3483680392224948, 'norm_correct_prob_per_token': 0.3141209718077321, 'norm_correct_prob_per_char': 0.26802362234545873, 'primary_metric': 0.37606837606837606}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.3717948717948718, 'predicted_index_per_token': 1.482905982905983, 'predicted_index_per_char': 1.4017094017094016, 'predicted_index_per_byte': 1.4017094017094016, 'predicted_index_uncond': 1.4273504273504274, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3418803418803419, 'acc_per_token': 0.3247863247863248, 'acc_per_char': 0.32051282051282054, 'acc_per_byte': 0.32051282051282054, 'acc_uncond': 0.43162393162393164, 'no_answer': 0.0, 'sum_logits_corr': -18.31484485691429, 'logits_per_token_corr': -3.8344627726542075, 'logits_per_char_corr': -0.785179590170633, 'bits_per_byte_corr': 1.1327747009472144, 'correct_prob': 0.000354268614027572, 'correct_prob_per_token': 0.04371284949916277, 'correct_prob_per_char': 0.47949410292482736, 'margin': 9.65396865655132e-05, 'margin_per_token': -0.006927225537744268, 'margin_per_char': -0.04313643296999449, 'total_prob': 0.0006748431938136577, 'total_prob_per_token': 0.1327997145748139, 'total_prob_per_char': 1.8104839227399974, 'uncond_correct_prob': 1.2404626672223985e-06, 'uncond_correct_prob_per_token': 0.006933689311815113, 'uncond_correct_prob_per_char': 0.3194174390823231, 'uncond_total_prob': 5.580616384282782e-06, 'norm_correct_prob': 0.3294138274926075, 'norm_correct_prob_per_token': 0.30283679478978687, 'norm_correct_prob_per_char': 0.26534482292833883, 'primary_metric': 0.3418803418803419}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.393162393162393, 'predicted_index_per_token': 1.5811965811965811, 'predicted_index_per_char': 1.4572649572649572, 'predicted_index_per_byte': 1.5512820512820513, 'predicted_index_uncond': 1.452991452991453, 'correct_choice': 1.358974358974359, 'acc_raw': 0.32051282051282054, 'acc_per_token': 0.37606837606837606, 'acc_per_char': 0.3418803418803419, 'acc_per_byte': 0.15384615384615385, 'acc_uncond': 0.41452991452991456, 'no_answer': 0.0, 'sum_logits_corr': -18.725809949076073, 'logits_per_token_corr': -3.9332728936814543, 'logits_per_char_corr': -0.8010741624916875, 'logits_per_byte_corr': 1.1557057216118674, 'correct_prob': 0.00038232394254866456, 'correct_prob_per_token': 0.04170647398861581, 'correct_prob_per_char': 0.4718317328491354, 'margin': 0.0002042744168488206, 'margin_per_token': -0.0058919904516286726, 'margin_per_char': -0.040286846992733404, 'total_prob': 0.0006078484742651696, 'total_prob_per_token': 0.12222130792044891, 'total_prob_per_char': 1.7724057502700856, 'uncond_correct_prob': 4.863947240376533e-07, 'uncond_correct_prob_per_token': 0.006277352149639778, 'uncond_correct_prob_per_char': 0.30692831690081335, 'uncond_total_prob': 2.4722851528165486e-06, 'norm_correct_prob': 0.3230490469800791, 'norm_correct_prob_per_token': 0.3091862709906419, 'norm_correct_prob_per_char': 0.26724686026426964, 'primary_metric': 0.32051282051282054}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.4914529914529915, 'predicted_index_per_token': 1.5811965811965811, 'predicted_index_per_char': 1.4700854700854702, 'predicted_index_per_byte': 1.4700854700854702, 'predicted_index_uncond': 1.517094017094017, 'correct_choice': 1.358974358974359, 'acc_raw': 0.36324786324786323, 'acc_per_token': 0.36324786324786323, 'acc_per_char': 0.39316239316239315, 'acc_per_byte': 0.39316239316239315, 'acc_uncond': 0.405982905982906, 'no_answer': 0.0, 'sum_logits_corr': -18.209631907634247, 'logits_per_token_corr': -3.820513344815872, 'logits_per_char_corr': -0.7870505914259045, 'bits_per_byte_corr': 1.135473985179694, 'correct_prob': 0.0003826929659943651, 'correct_prob_per_token': 0.043095341713247894, 'correct_prob_per_char': 0.4796038903342452, 'margin': 0.00020577976575044313, 'margin_per_token': -0.005075045291486232, 'margin_per_char': -0.03467458288247843, 'total_prob': 0.0005956263768746465, 'total_prob_per_token': 0.12620347476324936, 'total_prob_per_char': 1.7869163249736273, 'uncond_correct_prob': 1.0234259835286925e-06, 'uncond_correct_prob_per_token': 0.006117498290385891, 'uncond_correct_prob_per_char': 0.3062282570195376, 'uncond_total_prob': 4.837490955704368e-06, 'norm_correct_prob': 0.3452395081269348, 'norm_correct_prob_per_token': 0.31781437342272395, 'norm_correct_prob_per_char': 0.2691863686653103, 'primary_metric': 0.36324786324786323}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.4444444444444444, 'predicted_index_per_token': 1.5769230769230769, 'predicted_index_per_char': 1.4743589743589745, 'predicted_index_per_byte': 1.4743589743589745, 'predicted_index_uncond': 1.4017094017094016, 'correct_choice': 1.358974358974359, 'acc_raw': 0.358974358974359, 'acc_per_token': 0.3418803418803419, 'acc_per_char': 0.3504273504273504, 'acc_per_byte': 0.3504273504273504, 'acc_uncond': 0.405982905982906, 'no_answer': 0.0, 'sum_logits_corr': -18.347369850191296, 'logits_per_token_corr': -3.8472426823223143, 'logits_per_char_corr': -0.7859688486076135, 'bits_per_byte_corr': 1.1339133601802271, 'correct_prob': 0.0002827757473683757, 'correct_prob_per_token': 0.042362842215721376, 'correct_prob_per_char': 0.4782448816519053, 'margin': 4.507858332233165e-05, 'margin_per_token': -0.007240163421320227, 'margin_per_char': -0.04070748266765277, 'total_prob': 0.0005777994448577689, 'total_prob_per_token': 0.1295656221477045, 'total_prob_per_char': 1.800767255850355, 'uncond_correct_prob': 5.495205637408442e-07, 'uncond_correct_prob_per_token': 0.006209944722148292, 'uncond_correct_prob_per_char': 0.31290859393880366, 'uncond_total_prob': 5.6265494138159145e-06, 'norm_correct_prob': 0.34011379534562663, 'norm_correct_prob_per_token': 0.3069854131711901, 'norm_correct_prob_per_char': 0.26646833838483847, 'primary_metric': 0.358974358974359}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.4786324786324787, 'predicted_index_per_token': 1.606837606837607, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.5128205128205128, 'predicted_index_uncond': 1.3418803418803418, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3333333333333333, 'acc_per_token': 0.37606837606837606, 'acc_per_char': 0.32905982905982906, 'acc_per_byte': 0.20512820512820512, 'acc_uncond': 0.3803418803418803, 'no_answer': 0.0, 'sum_logits_corr': -18.823225893525997, 'logits_per_token_corr': -3.967129268330753, 'logits_per_char_corr': -0.8070727883221647, 'logits_per_byte_corr': 1.1643599093496515, 'correct_prob': 0.00030430064522881886, 'correct_prob_per_token': 0.03917652665647391, 'correct_prob_per_char': 0.46859873405637925, 'margin': 0.0001512694231740568, 'margin_per_token': -0.006790817467841002, 'margin_per_char': -0.04251140554287867, 'total_prob': 0.0005069424139422334, 'total_prob_per_token': 0.1189401768548413, 'total_prob_per_char': 1.770118043393036, 'uncond_correct_prob': 7.686431634882427e-07, 'uncond_correct_prob_per_token': 0.006406033720947016, 'uncond_correct_prob_per_char': 0.3081936850998585, 'uncond_total_prob': 2.3530527135545667e-06, 'norm_correct_prob': 0.31524857097777326, 'norm_correct_prob_per_token': 0.30132404530105567, 'norm_correct_prob_per_char': 0.2657063830359669, 'primary_metric': 0.3333333333333333}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.564102564102564, 'predicted_index_per_token': 1.5085470085470085, 'predicted_index_per_char': 1.4658119658119657, 'predicted_index_per_byte': 1.4658119658119657, 'predicted_index_uncond': 1.3888888888888888, 'correct_choice': 1.358974358974359, 'acc_raw': 0.36324786324786323, 'acc_per_token': 0.36324786324786323, 'acc_per_char': 0.38461538461538464, 'acc_per_byte': 0.38461538461538464, 'acc_uncond': 0.4230769230769231, 'no_answer': 0.0, 'sum_logits_corr': -17.77734505213224, 'logits_per_token_corr': -3.7099973558749917, 'logits_per_char_corr': -0.7635597675825259, 'bits_per_byte_corr': 1.101583890114431, 'correct_prob': 0.0005057703698495592, 'correct_prob_per_token': 0.04788833091534644, 'correct_prob_per_char': 0.4907687874243638, 'margin': 0.0002109411401210887, 'margin_per_token': -0.006933983292316497, 'margin_per_char': -0.034002269402629307, 'total_prob': 0.0008526983172516696, 'total_prob_per_token': 0.1423702076600367, 'total_prob_per_char': 1.8320094061950023, 'uncond_correct_prob': 7.278045775906973e-07, 'uncond_correct_prob_per_token': 0.006472126459896912, 'uncond_correct_prob_per_char': 0.31060154707596604, 'uncond_total_prob': 2.647593767094972e-06, 'norm_correct_prob': 0.3479985677882924, 'norm_correct_prob_per_token': 0.3149090812091238, 'norm_correct_prob_per_char': 0.26834982730982826, 'primary_metric': 0.36324786324786323}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.358974358974359, 'predicted_index_per_token': 1.5854700854700854, 'predicted_index_per_char': 1.4743589743589745, 'predicted_index_per_byte': 1.4743589743589745, 'predicted_index_uncond': 1.4487179487179487, 'correct_choice': 1.358974358974359, 'acc_raw': 0.36752136752136755, 'acc_per_token': 0.3504273504273504, 'acc_per_char': 0.358974358974359, 'acc_per_byte': 0.358974358974359, 'acc_uncond': 0.42735042735042733, 'no_answer': 0.0, 'sum_logits_corr': -17.938993277712765, 'logits_per_token_corr': -3.7363989444419623, 'logits_per_char_corr': -0.7637203360954835, 'bits_per_byte_corr': 1.101815541511798, 'correct_prob': 0.0004404535358137994, 'correct_prob_per_token': 0.04687159078438383, 'correct_prob_per_char': 0.48885281494634003, 'margin': 0.00011802387053515807, 'margin_per_token': -0.006263842430458136, 'margin_per_char': -0.03858674563603623, 'total_prob': 0.0008542018212381011, 'total_prob_per_token': 0.1399718715075496, 'total_prob_per_char': 1.8293561223287567, 'uncond_correct_prob': 9.760084682332621e-07, 'uncond_correct_prob_per_token': 0.0066545935093148, 'uncond_correct_prob_per_char': 0.3173895745951118, 'uncond_total_prob': 4.258807610493552e-06, 'norm_correct_prob': 0.3432666880411512, 'norm_correct_prob_per_token': 0.3123919598007082, 'norm_correct_prob_per_char': 0.26782912865037006, 'primary_metric': 0.36752136752136755}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.4316239316239316, 'predicted_index_per_token': 1.5726495726495726, 'predicted_index_per_char': 1.4572649572649572, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.452991452991453, 'correct_choice': 1.358974358974359, 'acc_raw': 0.32905982905982906, 'acc_per_token': 0.3547008547008547, 'acc_per_char': 0.3333333333333333, 'acc_per_byte': 0.19230769230769232, 'acc_uncond': 0.405982905982906, 'no_answer': 0.0, 'sum_logits_corr': -18.497133570858555, 'logits_per_token_corr': -3.875594661116627, 'logits_per_char_corr': -0.7885661709308114, 'logits_per_byte_corr': 1.1376605042154975, 'correct_prob': 0.00028196977643348697, 'correct_prob_per_token': 0.04131608881090825, 'correct_prob_per_char': 0.47630368174154125, 'margin': 8.440491861898112e-05, 'margin_per_token': -0.007472201795255886, 'margin_per_char': -0.0390231181320369, 'total_prob': 0.0005291584986285595, 'total_prob_per_token': 0.12492345010706943, 'total_prob_per_char': 1.7935251843219262, 'uncond_correct_prob': 4.477457660844199e-07, 'uncond_correct_prob_per_token': 0.0061023640718454696, 'uncond_correct_prob_per_char': 0.3064989416963733, 'uncond_total_prob': 2.0907082020048235e-06, 'norm_correct_prob': 0.3232461279403134, 'norm_correct_prob_per_token': 0.30575024370048537, 'norm_correct_prob_per_char': 0.26629360640893013, 'primary_metric': 0.32905982905982906}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.5128205128205128, 'predicted_index_per_token': 1.4914529914529915, 'predicted_index_per_char': 1.4700854700854702, 'predicted_index_per_byte': 1.4700854700854702, 'predicted_index_uncond': 1.435897435897436, 'correct_choice': 1.358974358974359, 'acc_raw': 0.37606837606837606, 'acc_per_token': 0.3803418803418803, 'acc_per_char': 0.3717948717948718, 'acc_per_byte': 0.3717948717948718, 'acc_uncond': 0.3888888888888889, 'no_answer': 0.0, 'sum_logits_corr': -17.581075087571755, 'logits_per_token_corr': -3.667301399025718, 'logits_per_char_corr': -0.7527377831172, 'bits_per_byte_corr': 1.0859710667937166, 'correct_prob': 0.0004840019615469446, 'correct_prob_per_token': 0.04957651173315008, 'correct_prob_per_char': 0.49465096613825427, 'margin': 0.00020920130803918677, 'margin_per_token': -0.006945375248059199, 'margin_per_char': -0.034546533148528936, 'total_prob': 0.0008149254434624615, 'total_prob_per_token': 0.1468423561762536, 'total_prob_per_char': 1.8445446162212302, 'uncond_correct_prob': 4.5768242293244447e-07, 'uncond_correct_prob_per_token': 0.006040883276880936, 'uncond_correct_prob_per_char': 0.3038669323922723, 'uncond_total_prob': 2.8409206909377282e-06, 'norm_correct_prob': 0.3488822480534776, 'norm_correct_prob_per_token': 0.3171407553437925, 'norm_correct_prob_per_char': 0.2687001972593973, 'primary_metric': 0.37606837606837606}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4017094017094016, 'predicted_index_per_token': 1.5683760683760684, 'predicted_index_per_char': 1.4615384615384615, 'predicted_index_per_byte': 1.4615384615384615, 'predicted_index_uncond': 1.3504273504273505, 'correct_choice': 1.358974358974359, 'acc_raw': 0.33760683760683763, 'acc_per_token': 0.3418803418803419, 'acc_per_char': 0.34615384615384615, 'acc_per_byte': 0.34615384615384615, 'acc_uncond': 0.36752136752136755, 'no_answer': 0.0, 'sum_logits_corr': -18.125639601650402, 'logits_per_token_corr': -3.8113384471938287, 'logits_per_char_corr': -0.7804243254102331, 'bits_per_byte_corr': 1.1259143040592667, 'correct_prob': 0.00027047309281158066, 'correct_prob_per_token': 0.04341904783944364, 'correct_prob_per_char': 0.4811662053116655, 'margin': 4.96833147166546e-05, 'margin_per_token': -0.006284311022502428, 'margin_per_char': -0.04035537701863923, 'total_prob': 0.0005544337802678115, 'total_prob_per_token': 0.13085748630779714, 'total_prob_per_char': 1.8058772471432067, 'uncond_correct_prob': 9.774336115062352e-07, 'uncond_correct_prob_per_token': 0.006332581918556344, 'uncond_correct_prob_per_char': 0.3123776065338983, 'uncond_total_prob': 5.177573068401435e-06, 'norm_correct_prob': 0.33779482928163695, 'norm_correct_prob_per_token': 0.3105180398907219, 'norm_correct_prob_per_char': 0.26734814570717863, 'primary_metric': 0.33760683760683763}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4145299145299146, 'predicted_index_per_token': 1.5598290598290598, 'predicted_index_per_char': 1.4487179487179487, 'predicted_index_per_byte': 1.5085470085470085, 'predicted_index_uncond': 1.435897435897436, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3418803418803419, 'acc_per_token': 0.36752136752136755, 'acc_per_char': 0.3333333333333333, 'acc_per_byte': 0.1452991452991453, 'acc_uncond': 0.39316239316239315, 'no_answer': 0.0, 'sum_logits_corr': -18.41884661739708, 'logits_per_token_corr': -3.870539115360905, 'logits_per_char_corr': -0.7875182354682072, 'logits_per_byte_corr': 1.1361486529204259, 'correct_prob': 0.0003306684888768661, 'correct_prob_per_token': 0.042347380484192905, 'correct_prob_per_char': 0.47710734294541274, 'margin': 0.00010380674783336518, 'margin_per_token': -0.005615642108605112, 'margin_per_char': -0.03888319144563532, 'total_prob': 0.0006055787789885961, 'total_prob_per_token': 0.12615641096892685, 'total_prob_per_char': 1.7948154638786107, 'uncond_correct_prob': 1.3416763801925986e-06, 'uncond_correct_prob_per_token': 0.00659129865274901, 'uncond_correct_prob_per_char': 0.3141029968725692, 'uncond_total_prob': 3.82218707751644e-06, 'norm_correct_prob': 0.32718493578957375, 'norm_correct_prob_per_token': 0.30778869645410023, 'norm_correct_prob_per_char': 0.26656375816949524, 'primary_metric': 0.3418803418803419}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.5128205128205128, 'predicted_index_per_token': 1.5299145299145298, 'predicted_index_per_char': 1.5128205128205128, 'predicted_index_per_byte': 1.5128205128205128, 'predicted_index_uncond': 1.3846153846153846, 'correct_choice': 1.358974358974359, 'acc_raw': 0.358974358974359, 'acc_per_token': 0.4230769230769231, 'acc_per_char': 0.3717948717948718, 'acc_per_byte': 0.3717948717948718, 'acc_uncond': 0.41025641025641024, 'no_answer': 0.0, 'sum_logits_corr': -17.360612734770164, 'logits_per_token_corr': -3.6161391483713556, 'logits_per_char_corr': -0.7406100635371876, 'bits_per_byte_corr': 1.0684744658983283, 'correct_prob': 0.0005492491328790052, 'correct_prob_per_token': 0.05189987122919911, 'correct_prob_per_char': 0.49985762052768223, 'margin': 0.00024370856440325453, 'margin_per_token': -0.005671331169156022, 'margin_per_char': -0.03312741689054387, 'total_prob': 0.0009138795343903183, 'total_prob_per_token': 0.15116314451270765, 'total_prob_per_char': 1.8602270936907612, 'uncond_correct_prob': 5.909937683937603e-07, 'uncond_correct_prob_per_token': 0.006450427585695237, 'uncond_correct_prob_per_char': 0.31137119523495516, 'uncond_total_prob': 3.1092375937258997e-06, 'norm_correct_prob': 0.3490878759129028, 'norm_correct_prob_per_token': 0.3213536249947649, 'norm_correct_prob_per_char': 0.2693576716698187, 'primary_metric': 0.358974358974359}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.4316239316239316, 'predicted_index_per_token': 1.5427350427350428, 'predicted_index_per_char': 1.482905982905983, 'predicted_index_per_byte': 1.482905982905983, 'predicted_index_uncond': 1.3247863247863247, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3162393162393162, 'acc_per_token': 0.3418803418803419, 'acc_per_char': 0.32905982905982906, 'acc_per_byte': 0.32905982905982906, 'acc_uncond': 0.3717948717948718, 'no_answer': 0.0, 'sum_logits_corr': -18.110960862575432, 'logits_per_token_corr': -3.8011579373123667, 'logits_per_char_corr': -0.7757731922930361, 'bits_per_byte_corr': 1.1192041373765675, 'correct_prob': 0.0002613716376057819, 'correct_prob_per_token': 0.04362205907198349, 'correct_prob_per_char': 0.48175762115726234, 'margin': 3.165508225107732e-05, 'margin_per_token': -0.007496867895759497, 'margin_per_char': -0.04099362711682195, 'total_prob': 0.0005514353847304618, 'total_prob_per_token': 0.13343861125532328, 'total_prob_per_char': 1.813393481892625, 'uncond_correct_prob': 7.665388163844179e-07, 'uncond_correct_prob_per_token': 0.006472564617518699, 'uncond_correct_prob_per_char': 0.3133652340003762, 'uncond_total_prob': 6.261417385600751e-06, 'norm_correct_prob': 0.32046426513590737, 'norm_correct_prob_per_token': 0.3058142633766004, 'norm_correct_prob_per_char': 0.26676545830005904, 'primary_metric': 0.3162393162393162}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.435897435897436, 'predicted_index_per_token': 1.5897435897435896, 'predicted_index_per_char': 1.4786324786324787, 'predicted_index_per_byte': 1.4957264957264957, 'predicted_index_uncond': 1.3974358974358974, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3333333333333333, 'acc_per_token': 0.3418803418803419, 'acc_per_char': 0.33760683760683763, 'acc_per_byte': 0.16666666666666666, 'acc_uncond': 0.4017094017094017, 'no_answer': 0.0, 'sum_logits_corr': -18.11085701192546, 'logits_per_token_corr': -3.777194755626532, 'logits_per_char_corr': -0.769238127219116, 'logits_per_byte_corr': 1.1097760314025293, 'correct_prob': 0.0005432590929992787, 'correct_prob_per_token': 0.047089925902087326, 'correct_prob_per_char': 0.48598744152130546, 'margin': 0.00023855129200468688, 'margin_per_token': -0.006842945439162897, 'margin_per_char': -0.03981863630753563, 'total_prob': 0.0009168246476298784, 'total_prob_per_token': 0.13968083131664968, 'total_prob_per_char': 1.827476344639363, 'uncond_correct_prob': 6.484452343313376e-07, 'uncond_correct_prob_per_token': 0.006641379119117102, 'uncond_correct_prob_per_char': 0.311183343412697, 'uncond_total_prob': 2.7104423772033017e-06, 'norm_correct_prob': 0.326717069929701, 'norm_correct_prob_per_token': 0.3067241552699986, 'norm_correct_prob_per_char': 0.2664666237531826, 'primary_metric': 0.3333333333333333}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.5085470085470085, 'predicted_index_per_token': 1.5512820512820513, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.4444444444444444, 'predicted_index_uncond': 1.4316239316239316, 'correct_choice': 1.358974358974359, 'acc_raw': 0.34615384615384615, 'acc_per_token': 0.38461538461538464, 'acc_per_char': 0.358974358974359, 'acc_per_byte': 0.358974358974359, 'acc_uncond': 0.3974358974358974, 'no_answer': 0.0, 'sum_logits_corr': -17.357210012582634, 'logits_per_token_corr': -3.6237376286846907, 'logits_per_char_corr': -0.7452084532398213, 'bits_per_byte_corr': 1.0751085399183977, 'correct_prob': 0.0005038436390720745, 'correct_prob_per_token': 0.05060900172954724, 'correct_prob_per_char': 0.4981760479526195, 'margin': 0.00025689949893678067, 'margin_per_token': -0.005942101502285143, 'margin_per_char': -0.03330418490219548, 'total_prob': 0.0008004488924774755, 'total_prob_per_token': 0.1483342483235236, 'total_prob_per_char': 1.8570269952392338, 'uncond_correct_prob': 6.566786836863005e-07, 'uncond_correct_prob_per_token': 0.006140424416840525, 'uncond_correct_prob_per_char': 0.304932075383299, 'uncond_total_prob': 2.4080111838494407e-06, 'norm_correct_prob': 0.34503532917345664, 'norm_correct_prob_per_token': 0.31902060457878917, 'norm_correct_prob_per_char': 0.2687946068682863, 'primary_metric': 0.34615384615384615}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.4316239316239316, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.4059829059829059, 'predicted_index_per_byte': 1.4059829059829059, 'predicted_index_uncond': 1.3803418803418803, 'correct_choice': 1.358974358974359, 'acc_raw': 0.34615384615384615, 'acc_per_token': 0.34615384615384615, 'acc_per_char': 0.36324786324786323, 'acc_per_byte': 0.36324786324786323, 'acc_uncond': 0.405982905982906, 'no_answer': 0.0, 'sum_logits_corr': -17.604194410845764, 'logits_per_token_corr': -3.6811141700897854, 'logits_per_char_corr': -0.7529632669652249, 'bits_per_byte_corr': 1.0862963712230633, 'correct_prob': 0.0004145829567311585, 'correct_prob_per_token': 0.04892877498708627, 'correct_prob_per_char': 0.4930671004217956, 'margin': 0.00012841358815935324, 'margin_per_token': -0.005362737881725853, 'margin_per_char': -0.036130246338841876, 'total_prob': 0.0007740666626350533, 'total_prob_per_token': 0.14438790421774228, 'total_prob_per_char': 1.841879417199944, 'uncond_correct_prob': 1.0004964474530857e-06, 'uncond_correct_prob_per_token': 0.006486805775733716, 'uncond_correct_prob_per_char': 0.3143557924553653, 'uncond_total_prob': 4.101236110471275e-06, 'norm_correct_prob': 0.3408797938620106, 'norm_correct_prob_per_token': 0.3143761943771233, 'norm_correct_prob_per_char': 0.2684983560048945, 'primary_metric': 0.34615384615384615}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.3888888888888888, 'predicted_index_per_token': 1.5213675213675213, 'predicted_index_per_char': 1.4572649572649572, 'predicted_index_per_byte': 1.5854700854700854, 'predicted_index_uncond': 1.3717948717948718, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3333333333333333, 'acc_per_token': 0.36324786324786323, 'acc_per_char': 0.3418803418803419, 'acc_per_byte': 0.1794871794871795, 'acc_uncond': 0.4017094017094017, 'no_answer': 0.0, 'sum_logits_corr': -17.935626285707848, 'logits_per_token_corr': -3.7482092450255187, 'logits_per_char_corr': -0.763376747198243, 'logits_per_byte_corr': 1.1013198475136439, 'correct_prob': 0.0005242923906168323, 'correct_prob_per_token': 0.04782220379073264, 'correct_prob_per_char': 0.48857588287304726, 'margin': 0.00020235724243301644, 'margin_per_token': -0.007013184907089891, 'margin_per_char': -0.03917451213287234, 'total_prob': 0.0009293726506403316, 'total_prob_per_token': 0.14283714733686573, 'total_prob_per_char': 1.8378749369111755, 'uncond_correct_prob': 7.255629340158552e-07, 'uncond_correct_prob_per_token': 0.006818011947178847, 'uncond_correct_prob_per_char': 0.31331524855675685, 'uncond_total_prob': 2.531122908955011e-06, 'norm_correct_prob': 0.33329796371452686, 'norm_correct_prob_per_token': 0.30746450972522466, 'norm_correct_prob_per_char': 0.2666339281287786, 'primary_metric': 0.3333333333333333}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.5299145299145298, 'predicted_index_per_token': 1.5299145299145298, 'predicted_index_per_char': 1.4615384615384615, 'predicted_index_per_byte': 1.4615384615384615, 'predicted_index_uncond': 1.4230769230769231, 'correct_choice': 1.358974358974359, 'acc_raw': 0.36324786324786323, 'acc_per_token': 0.39316239316239315, 'acc_per_char': 0.358974358974359, 'acc_per_byte': 0.358974358974359, 'acc_uncond': 0.44871794871794873, 'no_answer': 0.0, 'sum_logits_corr': -17.21661775947636, 'logits_per_token_corr': -3.5896602604655268, 'logits_per_char_corr': -0.7377439530851099, 'bits_per_byte_corr': 1.0643395425624727, 'correct_prob': 0.0005987115993096983, 'correct_prob_per_token': 0.05283995590521805, 'correct_prob_per_char': 0.501931136646634, 'margin': 0.0002976079977879802, 'margin_per_token': -0.005559622645778557, 'margin_per_char': -0.0318718661937916, 'total_prob': 0.0009598934746142085, 'total_prob_per_token': 0.15364838487340624, 'total_prob_per_char': 1.8659343635696402, 'uncond_correct_prob': 6.38350298180174e-07, 'uncond_correct_prob_per_token': 0.006209070928896648, 'uncond_correct_prob_per_char': 0.30587471547813033, 'uncond_total_prob': 2.6613747265169942e-06, 'norm_correct_prob': 0.3517528487650577, 'norm_correct_prob_per_token': 0.3217681425773614, 'norm_correct_prob_per_char': 0.2696303599336318, 'primary_metric': 0.36324786324786323}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4017094017094016, 'predicted_index_per_token': 1.5128205128205128, 'predicted_index_per_char': 1.4401709401709402, 'predicted_index_per_byte': 1.4401709401709402, 'predicted_index_uncond': 1.376068376068376, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3418803418803419, 'acc_per_token': 0.32905982905982906, 'acc_per_char': 0.3504273504273504, 'acc_per_byte': 0.3504273504273504, 'acc_uncond': 0.4230769230769231, 'no_answer': 0.0, 'sum_logits_corr': -17.541017414158226, 'logits_per_token_corr': -3.6645108406375195, 'logits_per_char_corr': -0.7512161290897404, 'bits_per_byte_corr': 1.0837757840743503, 'correct_prob': 0.0004514818047207663, 'correct_prob_per_token': 0.04965588811320211, 'correct_prob_per_char': 0.49449739512233426, 'margin': 0.00014443767436532985, 'margin_per_token': -0.00564907254614745, 'margin_per_char': -0.037186916604475415, 'total_prob': 0.000836684850337988, 'total_prob_per_token': 0.14670617122322585, 'total_prob_per_char': 1.8482140595488599, 'uncond_correct_prob': 8.288677925371892e-07, 'uncond_correct_prob_per_token': 0.006635450117783012, 'uncond_correct_prob_per_char': 0.3157543185213653, 'uncond_total_prob': 3.886587530438959e-06, 'norm_correct_prob': 0.34279674438733415, 'norm_correct_prob_per_token': 0.31415810802899535, 'norm_correct_prob_per_char': 0.26830764640733135, 'primary_metric': 0.3418803418803419}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.435897435897436, 'predicted_index_per_token': 1.5256410256410255, 'predicted_index_per_char': 1.4743589743589745, 'predicted_index_per_byte': 1.5769230769230769, 'predicted_index_uncond': 1.376068376068376, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3333333333333333, 'acc_per_token': 0.36324786324786323, 'acc_per_char': 0.3333333333333333, 'acc_per_byte': 0.1752136752136752, 'acc_uncond': 0.3974358974358974, 'no_answer': 0.0, 'sum_logits_corr': -17.82528025879819, 'logits_per_token_corr': -3.7234508409742366, 'logits_per_char_corr': -0.7587834357139431, 'logits_per_byte_corr': 1.0946930998139814, 'correct_prob': 0.0006013126750622283, 'correct_prob_per_token': 0.04930398600659389, 'correct_prob_per_char': 0.4910716676862589, 'margin': 0.00025938836086002165, 'margin_per_token': -0.007014117443775031, 'margin_per_char': -0.03942909113810033, 'total_prob': 0.0010347843710381704, 'total_prob_per_token': 0.14695448397688943, 'total_prob_per_char': 1.8469322857242816, 'uncond_correct_prob': 7.734451245667605e-07, 'uncond_correct_prob_per_token': 0.006906870462151631, 'uncond_correct_prob_per_char': 0.314341101724885, 'uncond_total_prob': 2.8249010872168617e-06, 'norm_correct_prob': 0.3364212442505151, 'norm_correct_prob_per_token': 0.30767113045466604, 'norm_correct_prob_per_char': 0.2666084120394144, 'primary_metric': 0.3333333333333333}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4914529914529915, 'predicted_index_per_token': 1.5384615384615385, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.4444444444444444, 'predicted_index_uncond': 1.3974358974358974, 'correct_choice': 1.358974358974359, 'acc_raw': 0.36752136752136755, 'acc_per_token': 0.39316239316239315, 'acc_per_char': 0.3547008547008547, 'acc_per_byte': 0.3547008547008547, 'acc_uncond': 0.452991452991453, 'no_answer': 0.0, 'sum_logits_corr': -17.301696691757595, 'logits_per_token_corr': -3.613735194449636, 'logits_per_char_corr': -0.7431042243918385, 'bits_per_byte_corr': 1.072072779394515, 'correct_prob': 0.0005386793227107635, 'correct_prob_per_token': 0.05158468609906841, 'correct_prob_per_char': 0.499527685936047, 'margin': 0.0002644876750678818, 'margin_per_token': -0.005715502654754374, 'margin_per_char': -0.032886005716074654, 'total_prob': 0.0008695094757050139, 'total_prob_per_token': 0.15085332729365555, 'total_prob_per_char': 1.8596132954479367, 'uncond_correct_prob': 7.701219625292421e-07, 'uncond_correct_prob_per_token': 0.006290477738690244, 'uncond_correct_prob_per_char': 0.3070996199389418, 'uncond_total_prob': 2.904300380207786e-06, 'norm_correct_prob': 0.3476635822736404, 'norm_correct_prob_per_token': 0.3203801929582324, 'norm_correct_prob_per_char': 0.2691919274908992, 'primary_metric': 0.36752136752136755}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4145299145299146, 'predicted_index_per_token': 1.5598290598290598, 'predicted_index_per_char': 1.435897435897436, 'predicted_index_per_byte': 1.435897435897436, 'predicted_index_uncond': 1.3974358974358974, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3418803418803419, 'acc_per_token': 0.32905982905982906, 'acc_per_char': 0.3418803418803419, 'acc_per_byte': 0.3418803418803419, 'acc_uncond': 0.405982905982906, 'no_answer': 0.0, 'sum_logits_corr': -17.497551824292565, 'logits_per_token_corr': -3.649355025319867, 'logits_per_char_corr': -0.7471215304784327, 'bits_per_byte_corr': 1.0778685269633814, 'correct_prob': 0.00046902950558402884, 'correct_prob_per_token': 0.05025446408366454, 'correct_prob_per_char': 0.4959115821999195, 'margin': 0.0001677201760189802, 'margin_per_token': -0.005755570911465391, 'margin_per_char': -0.03646978259448542, 'total_prob': 0.0008509582972288405, 'total_prob_per_token': 0.14859884743126323, 'total_prob_per_char': 1.8540017366302721, 'uncond_correct_prob': 7.486722155121342e-07, 'uncond_correct_prob_per_token': 0.006588257745014975, 'uncond_correct_prob_per_char': 0.3149002934517005, 'uncond_total_prob': 3.944302831710897e-06, 'norm_correct_prob': 0.3415196006557908, 'norm_correct_prob_per_token': 0.31408116421967297, 'norm_correct_prob_per_char': 0.26822156955829174, 'primary_metric': 0.3418803418803419}
|
90M
|
FineWeb-Pro
|
mmlu_marketing
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4401709401709402, 'predicted_index_per_token': 1.5384615384615385, 'predicted_index_per_char': 1.4914529914529915, 'predicted_index_per_byte': 1.5940170940170941, 'predicted_index_uncond': 1.393162393162393, 'correct_choice': 1.358974358974359, 'acc_raw': 0.3504273504273504, 'acc_per_token': 0.36324786324786323, 'acc_per_char': 0.3418803418803419, 'acc_per_byte': 0.1752136752136752, 'acc_uncond': 0.4017094017094017, 'no_answer': 0.0, 'sum_logits_corr': -17.767398532639202, 'logits_per_token_corr': -3.707392532569165, 'logits_per_char_corr': -0.754959221807729, 'logits_per_byte_corr': 1.089175925376184, 'correct_prob': 0.0006151045667215775, 'correct_prob_per_token': 0.050042386435772745, 'correct_prob_per_char': 0.49274675396553513, 'margin': 0.0002603986532454841, 'margin_per_token': -0.007004681348727845, 'margin_per_char': -0.03887594173461745, 'total_prob': 0.0010632879473526499, 'total_prob_per_token': 0.14878274523027774, 'total_prob_per_char': 1.8514628978153265, 'uncond_correct_prob': 6.323858662459386e-07, 'uncond_correct_prob_per_token': 0.006855932955549632, 'uncond_correct_prob_per_char': 0.31381745165301805, 'uncond_total_prob': 2.5623112826846043e-06, 'norm_correct_prob': 0.3394996834570141, 'norm_correct_prob_per_token': 0.30951649075513843, 'norm_correct_prob_per_char': 0.26690414980694543, 'primary_metric': 0.3504273504273504}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.44, 'predicted_index_per_token': 1.72, 'predicted_index_per_char': 1.58, 'predicted_index_per_byte': 1.58, 'predicted_index_uncond': 1.76, 'correct_choice': 1.38, 'acc_raw': 0.23, 'acc_per_token': 0.27, 'acc_per_char': 0.22, 'acc_per_byte': 0.22, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -66.24035396575928, 'logits_per_token_corr': -10.943149255099245, 'logits_per_char_corr': -2.928574632138872, 'bits_per_byte_corr': 4.212721333881442, 'correct_prob': 1.4176758264082036e-06, 'correct_prob_per_token': 1.8125406451794995e-05, 'correct_prob_per_char': 0.10346159509309942, 'margin': -7.040901302787902e-07, 'margin_per_token': -2.8034733651956106e-06, 'margin_per_char': -0.029127583153484658, 'total_prob': 4.453218185285084e-06, 'total_prob_per_token': 7.182497335759561e-05, 'total_prob_per_char': 0.39949049326468666, 'uncond_correct_prob': 1.1757311486838094e-06, 'uncond_correct_prob_per_token': 1.8048431381104006e-05, 'uncond_correct_prob_per_char': 0.10290166658070816, 'uncond_total_prob': 4.503359182596983e-06, 'norm_correct_prob': 0.2275264765071129, 'norm_correct_prob_per_token': 0.2523290257343419, 'norm_correct_prob_per_char': 0.25339928911479564, 'primary_metric': 0.23}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.45, 'predicted_index_per_token': 1.45, 'predicted_index_per_char': 1.62, 'predicted_index_per_byte': 1.62, 'predicted_index_uncond': 1.43, 'correct_choice': 1.38, 'acc_raw': 0.2, 'acc_per_token': 0.26, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -66.54869075775146, 'logits_per_token_corr': -10.967749324871017, 'logits_per_char_corr': -2.929731790032881, 'bits_per_byte_corr': 4.214557984064221, 'correct_prob': 1.4962229150038123e-06, 'correct_prob_per_token': 1.7727648382585803e-05, 'correct_prob_per_char': 0.10266844705662376, 'margin': -7.298276684775201e-07, 'margin_per_token': -2.7045106243560813e-06, 'margin_per_char': -0.029625663439674585, 'total_prob': 4.68074007119162e-06, 'total_prob_per_token': 7.105062574991303e-05, 'total_prob_per_char': 0.3978509608436484, 'uncond_correct_prob': 1.4156412738439804e-06, 'uncond_correct_prob_per_token': 1.6912027394067978e-05, 'uncond_correct_prob_per_char': 0.10185850819608495, 'uncond_total_prob': 5.2620340268779905e-06, 'norm_correct_prob': 0.2244622168673069, 'norm_correct_prob_per_token': 0.24971056403635725, 'norm_correct_prob_per_char': 0.25245200522486294, 'primary_metric': 0.2}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.29, 'predicted_index_per_token': 1.27, 'predicted_index_per_char': 1.52, 'predicted_index_per_byte': 1.39, 'predicted_index_uncond': 1.55, 'correct_choice': 1.38, 'acc_raw': 0.24, 'acc_per_token': 0.27, 'acc_per_char': 0.2, 'acc_per_byte': 0.26, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -66.03583276748657, 'logits_per_token_corr': -10.884785390087892, 'logits_per_char_corr': -2.908528419100906, 'logits_per_byte_corr': 4.183661579000041, 'correct_prob': 1.1188630592697602e-06, 'correct_prob_per_token': 1.9408112408930567e-05, 'correct_prob_per_char': 0.10430977737685387, 'margin': -1.055724550074124e-06, 'margin_per_token': -3.2415424263807152e-06, 'margin_per_char': -0.028966015302250653, 'total_prob': 4.281129733236759e-06, 'total_prob_per_token': 7.79621808261836e-05, 'total_prob_per_char': 0.4034019975266732, 'uncond_correct_prob': 1.524908387341312e-06, 'uncond_correct_prob_per_token': 2.0484391031018396e-05, 'uncond_correct_prob_per_char': 0.10538219931429252, 'uncond_total_prob': 4.941396007307813e-06, 'norm_correct_prob': 0.23656897796748166, 'norm_correct_prob_per_token': 0.2506323750093833, 'norm_correct_prob_per_char': 0.2526979591224974, 'primary_metric': 0.24}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.24, 'predicted_index_per_token': 1.39, 'predicted_index_per_char': 1.41, 'predicted_index_per_byte': 1.38, 'predicted_index_uncond': 1.61, 'correct_choice': 1.38, 'acc_raw': 0.25, 'acc_per_token': 0.33, 'acc_per_char': 0.31, 'acc_per_byte': 0.31, 'acc_uncond': 0.31, 'no_answer': 0.0, 'sum_logits_corr': -29.69504357814789, 'logits_per_token_corr': -5.575303351724353, 'logits_per_char_corr': -1.4556072087245169, 'bits_per_byte_corr': 2.096294411512504, 'correct_prob': 4.0370204234057714e-05, 'correct_prob_per_token': 0.010588239083354677, 'correct_prob_per_char': 0.3017270761854021, 'margin': 2.1474987013469543e-05, 'margin_per_token': -0.00692168970081198, 'margin_per_char': -0.043958370154954164, 'total_prob': 6.627396613338456e-05, 'total_prob_per_token': 0.03990234395029707, 'total_prob_per_char': 1.1637034312845878, 'uncond_correct_prob': 0.0001622895037118927, 'uncond_correct_prob_per_token': 0.005905392898454841, 'uncond_correct_prob_per_char': 0.2430667452437431, 'uncond_total_prob': 0.00025596176257547865, 'norm_correct_prob': 0.25928304242074107, 'norm_correct_prob_per_token': 0.27412686968452216, 'norm_correct_prob_per_char': 0.2627738097328962, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.21, 'predicted_index_per_token': 1.36, 'predicted_index_per_char': 1.4, 'predicted_index_per_byte': 1.37, 'predicted_index_uncond': 1.49, 'correct_choice': 1.38, 'acc_raw': 0.24, 'acc_per_token': 0.28, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -29.711863498687745, 'logits_per_token_corr': -5.595447415761769, 'logits_per_char_corr': -1.45124562346048, 'bits_per_byte_corr': 2.089777329221135, 'correct_prob': 2.8492111814600016e-05, 'correct_prob_per_token': 0.0112401619810613, 'correct_prob_per_char': 0.30252353399454884, 'margin': 3.5017987020565873e-07, 'margin_per_token': -0.008057587177902722, 'margin_per_char': -0.0468810424720431, 'total_prob': 6.296958142075242e-05, 'total_prob_per_token': 0.04189139109478325, 'total_prob_per_char': 1.164082175440123, 'uncond_correct_prob': 0.00010565338156389047, 'uncond_correct_prob_per_token': 0.005181926846964164, 'uncond_correct_prob_per_char': 0.24185727876389496, 'uncond_total_prob': 0.00014575642274541076, 'norm_correct_prob': 0.2447503456709176, 'norm_correct_prob_per_token': 0.27251783347669567, 'norm_correct_prob_per_char': 0.2628101637029677, 'primary_metric': 0.24}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.16, 'predicted_index_per_token': 1.25, 'predicted_index_per_char': 1.34, 'predicted_index_per_byte': 1.57, 'predicted_index_uncond': 1.48, 'correct_choice': 1.38, 'acc_raw': 0.23, 'acc_per_token': 0.27, 'acc_per_char': 0.28, 'acc_per_byte': 0.24, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -29.850807790756225, 'logits_per_token_corr': -5.6178798615771255, 'logits_per_char_corr': -1.4462703445912437, 'logits_per_byte_corr': 2.082848205575567, 'correct_prob': 9.945104369887525e-05, 'correct_prob_per_token': 0.01116763658457879, 'correct_prob_per_char': 0.30164515164300465, 'margin': 7.09464233945561e-05, 'margin_per_token': -0.006623530976123278, 'margin_per_char': -0.04571436270456768, 'total_prob': 0.00014218686072654433, 'total_prob_per_token': 0.040715760921874414, 'total_prob_per_char': 1.169050743192512, 'uncond_correct_prob': 3.3600868496921675e-05, 'uncond_correct_prob_per_token': 0.004458835610767296, 'uncond_correct_prob_per_char': 0.23438083937469273, 'uncond_total_prob': 5.2882306919742e-05, 'norm_correct_prob': 0.23749685464295753, 'norm_correct_prob_per_token': 0.2624858819608, 'norm_correct_prob_per_char': 0.26370675467423604, 'primary_metric': 0.23}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.16, 'predicted_index_per_token': 1.37, 'predicted_index_per_char': 1.32, 'predicted_index_per_byte': 1.32, 'predicted_index_uncond': 1.4, 'correct_choice': 1.38, 'acc_raw': 0.25, 'acc_per_token': 0.28, 'acc_per_char': 0.34, 'acc_per_byte': 0.34, 'acc_uncond': 0.32, 'no_answer': 0.0, 'sum_logits_corr': -27.833687162399293, 'logits_per_token_corr': -5.13430594314132, 'logits_per_char_corr': -1.3442102606281534, 'bits_per_byte_corr': 1.9352545207882799, 'correct_prob': 8.54583731159356e-05, 'correct_prob_per_token': 0.01533594839791591, 'correct_prob_per_char': 0.3296404569523687, 'margin': 1.4935182273861694e-05, 'margin_per_token': -0.013401904094077955, 'margin_per_char': -0.04883595368558176, 'total_prob': 0.00018139551397403263, 'total_prob_per_token': 0.06267683241213605, 'total_prob_per_char': 1.270761157291724, 'uncond_correct_prob': 4.793800202727474e-05, 'uncond_correct_prob_per_token': 0.005638680628775944, 'uncond_correct_prob_per_char': 0.2527339464426079, 'uncond_total_prob': 7.664886770935066e-05, 'norm_correct_prob': 0.26421739075852285, 'norm_correct_prob_per_token': 0.2752670648515422, 'norm_correct_prob_per_char': 0.26329743604552186, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.12, 'predicted_index_per_token': 1.27, 'predicted_index_per_char': 1.43, 'predicted_index_per_byte': 1.4, 'predicted_index_uncond': 1.41, 'correct_choice': 1.38, 'acc_raw': 0.19, 'acc_per_token': 0.23, 'acc_per_char': 0.24, 'acc_per_byte': 0.24, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -27.76771319389343, 'logits_per_token_corr': -5.246685719386999, 'logits_per_char_corr': -1.3691485615001813, 'bits_per_byte_corr': 1.9717162833230646, 'correct_prob': 3.0459169537490926e-05, 'correct_prob_per_token': 0.014847047508625732, 'correct_prob_per_char': 0.32568458259080907, 'margin': -2.464323414073921e-05, 'margin_per_token': -0.01505317501784148, 'margin_per_char': -0.05870012375173128, 'total_prob': 9.706558264007179e-05, 'total_prob_per_token': 0.06306216567457253, 'total_prob_per_char': 1.2832388911545303, 'uncond_correct_prob': 6.459560566626524e-05, 'uncond_correct_prob_per_token': 0.006381271382099521, 'uncond_correct_prob_per_char': 0.25871555565147564, 'uncond_total_prob': 9.895942006381889e-05, 'norm_correct_prob': 0.20825656210995178, 'norm_correct_prob_per_token': 0.25812890840345093, 'norm_correct_prob_per_char': 0.2569258081931635, 'primary_metric': 0.19}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.4, 'predicted_index_per_token': 1.39, 'predicted_index_per_char': 1.48, 'predicted_index_per_byte': 1.63, 'predicted_index_uncond': 1.42, 'correct_choice': 1.38, 'acc_raw': 0.2, 'acc_per_token': 0.3, 'acc_per_char': 0.26, 'acc_per_byte': 0.28, 'acc_uncond': 0.31, 'no_answer': 0.0, 'sum_logits_corr': -27.403369464874267, 'logits_per_token_corr': -5.154303379444809, 'logits_per_char_corr': -1.3366975163668875, 'logits_per_byte_corr': 1.9249748369441804, 'correct_prob': 8.177623450009579e-05, 'correct_prob_per_token': 0.016252750848780636, 'correct_prob_per_char': 0.3307060068238149, 'margin': -2.672940824130821e-05, 'margin_per_token': -0.014864849926211671, 'margin_per_char': -0.05875814264919979, 'total_prob': 0.0002271408863719656, 'total_prob_per_token': 0.06693976629084128, 'total_prob_per_char': 1.2959172060595285, 'uncond_correct_prob': 1.5887889229505933e-05, 'uncond_correct_prob_per_token': 0.005689249470443469, 'uncond_correct_prob_per_char': 0.24895186142796877, 'uncond_total_prob': 3.317571603559311e-05, 'norm_correct_prob': 0.21388305551890213, 'norm_correct_prob_per_token': 0.266383360037958, 'norm_correct_prob_per_char': 0.25851884434307204, 'primary_metric': 0.2}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.11, 'predicted_index_per_token': 1.37, 'predicted_index_per_char': 1.46, 'predicted_index_per_byte': 1.46, 'predicted_index_uncond': 1.76, 'correct_choice': 1.38, 'acc_raw': 0.28, 'acc_per_token': 0.3, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -26.90916458129883, 'logits_per_token_corr': -5.118399500707001, 'logits_per_char_corr': -1.3495561614054161, 'bits_per_byte_corr': 1.9433680678910532, 'correct_prob': 2.0795882276965082e-05, 'correct_prob_per_token': 0.01772467980083442, 'correct_prob_per_char': 0.3367717680176197, 'margin': -9.533786054560161e-05, 'margin_per_token': -0.012629307450978185, 'margin_per_char': -0.04675583327891774, 'total_prob': 0.00015474801951651876, 'total_prob_per_token': 0.06909386958783456, 'total_prob_per_char': 1.2989254278150002, 'uncond_correct_prob': 4.550647106786843e-05, 'uncond_correct_prob_per_token': 0.006133362728072487, 'uncond_correct_prob_per_char': 0.2542870622907458, 'uncond_total_prob': 6.527055769530787e-05, 'norm_correct_prob': 0.2729870733770743, 'norm_correct_prob_per_token': 0.2807436288912056, 'norm_correct_prob_per_char': 0.261395249746942, 'primary_metric': 0.28}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.02, 'predicted_index_per_token': 1.21, 'predicted_index_per_char': 1.3, 'predicted_index_per_byte': 1.3, 'predicted_index_uncond': 1.33, 'correct_choice': 1.38, 'acc_raw': 0.24, 'acc_per_token': 0.28, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.19, 'no_answer': 0.0, 'sum_logits_corr': -27.187257676124574, 'logits_per_token_corr': -5.140352928187472, 'logits_per_char_corr': -1.3245204843832559, 'bits_per_byte_corr': 1.9073186964763007, 'correct_prob': 8.240422585704947e-05, 'correct_prob_per_token': 0.01666391196372767, 'correct_prob_per_char': 0.3321939689558132, 'margin': -7.710447789268442e-05, 'margin_per_token': -0.017480283128186173, 'margin_per_char': -0.061662145698167865, 'total_prob': 0.00027480611746199244, 'total_prob_per_token': 0.07223398174475107, 'total_prob_per_char': 1.3113415272406894, 'uncond_correct_prob': 2.7758427293862095e-05, 'uncond_correct_prob_per_token': 0.005641772732960397, 'uncond_correct_prob_per_char': 0.25126514796424343, 'uncond_total_prob': 4.109515284744846e-05, 'norm_correct_prob': 0.2403944628960854, 'norm_correct_prob_per_token': 0.255295203946315, 'norm_correct_prob_per_char': 0.25522989005712693, 'primary_metric': 0.24}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.25, 'predicted_index_per_token': 1.27, 'predicted_index_per_char': 1.36, 'predicted_index_per_byte': 1.72, 'predicted_index_uncond': 1.38, 'correct_choice': 1.38, 'acc_raw': 0.2, 'acc_per_token': 0.23, 'acc_per_char': 0.21, 'acc_per_byte': 0.25, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -27.526920094490052, 'logits_per_token_corr': -5.161774812426574, 'logits_per_char_corr': -1.3392425964366779, 'logits_per_byte_corr': 1.928587547540109, 'correct_prob': 5.6044158048510146e-05, 'correct_prob_per_token': 0.01608780042842091, 'correct_prob_per_char': 0.33099417843375356, 'margin': -4.2685598132574315e-05, 'margin_per_token': -0.01655025595828767, 'margin_per_char': -0.0662406908369538, 'total_prob': 0.0001786431049591383, 'total_prob_per_token': 0.06951333394722028, 'total_prob_per_char': 1.3164593932045507, 'uncond_correct_prob': 3.660941578733498e-05, 'uncond_correct_prob_per_token': 0.005175655148223313, 'uncond_correct_prob_per_char': 0.24611670169782612, 'uncond_total_prob': 5.776013587941758e-05, 'norm_correct_prob': 0.2007744297752432, 'norm_correct_prob_per_token': 0.24811683742857477, 'norm_correct_prob_per_char': 0.2547776243093606, 'primary_metric': 0.2}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.24, 'predicted_index_per_token': 1.3, 'predicted_index_per_char': 1.31, 'predicted_index_per_byte': 1.31, 'predicted_index_uncond': 1.6, 'correct_choice': 1.38, 'acc_raw': 0.19, 'acc_per_token': 0.26, 'acc_per_char': 0.33, 'acc_per_byte': 0.33, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -25.57669288158417, 'logits_per_token_corr': -4.804042697914167, 'logits_per_char_corr': -1.240684118654741, 'bits_per_byte_corr': 1.786548032057563, 'correct_prob': 0.00015334905075430554, 'correct_prob_per_token': 0.02232189100441357, 'correct_prob_per_char': 0.35770214889570107, 'margin': 3.293037941552422e-05, 'margin_per_token': -0.01261745061527643, 'margin_per_char': -0.046883836107729004, 'total_prob': 0.0003338145046905543, 'total_prob_per_token': 0.0828230439792142, 'total_prob_per_char': 1.3761890676179058, 'uncond_correct_prob': 3.623838233592609e-05, 'uncond_correct_prob_per_token': 0.006798432914048002, 'uncond_correct_prob_per_char': 0.26178451048625206, 'uncond_total_prob': 5.8184432936365384e-05, 'norm_correct_prob': 0.22375833116945232, 'norm_correct_prob_per_token': 0.2693619332833096, 'norm_correct_prob_per_char': 0.2613147271101203, 'primary_metric': 0.19}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.25, 'predicted_index_per_token': 1.38, 'predicted_index_per_char': 1.34, 'predicted_index_per_byte': 1.31, 'predicted_index_uncond': 1.61, 'correct_choice': 1.38, 'acc_raw': 0.26, 'acc_per_token': 0.25, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -26.06184377670288, 'logits_per_token_corr': -4.886027546077846, 'logits_per_char_corr': -1.2640168145440627, 'bits_per_byte_corr': 1.820068940079276, 'correct_prob': 0.00011688251551771564, 'correct_prob_per_token': 0.020197513206036865, 'correct_prob_per_char': 0.3497280777292009, 'margin': -3.2812622803985694e-05, 'margin_per_token': -0.01805272190485069, 'margin_per_char': -0.05505347415014416, 'total_prob': 0.000336962421115995, 'total_prob_per_token': 0.08262816233580353, 'total_prob_per_char': 1.3632298229078859, 'uncond_correct_prob': 8.736467078768415e-05, 'uncond_correct_prob_per_token': 0.005971667659801759, 'uncond_correct_prob_per_char': 0.25395706498357024, 'uncond_total_prob': 0.00011535075597861669, 'norm_correct_prob': 0.24734905500787968, 'norm_correct_prob_per_token': 0.2674393788360087, 'norm_correct_prob_per_char': 0.26093046339738657, 'primary_metric': 0.26}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.04, 'predicted_index_per_token': 1.04, 'predicted_index_per_char': 1.32, 'predicted_index_per_byte': 1.69, 'predicted_index_uncond': 1.29, 'correct_choice': 1.38, 'acc_raw': 0.25, 'acc_per_token': 0.3, 'acc_per_char': 0.29, 'acc_per_byte': 0.22, 'acc_uncond': 0.32, 'no_answer': 0.0, 'sum_logits_corr': -26.517075748443602, 'logits_per_token_corr': -4.8969074330652065, 'logits_per_char_corr': -1.2771625950411023, 'logits_per_byte_corr': 1.8395174243404404, 'correct_prob': 5.739386325323715e-05, 'correct_prob_per_token': 0.0211670697576419, 'correct_prob_per_char': 0.35008642087273906, 'margin': -7.155035513345674e-05, 'margin_per_token': -0.015320188664562213, 'margin_per_char': -0.05259081116251402, 'total_prob': 0.00021633849862885105, 'total_prob_per_token': 0.08159376408952902, 'total_prob_per_char': 1.352027545020267, 'uncond_correct_prob': 3.6964697746738236e-05, 'uncond_correct_prob_per_token': 0.0063650912116234625, 'uncond_correct_prob_per_char': 0.25507260740649956, 'uncond_total_prob': 6.406517446468492e-05, 'norm_correct_prob': 0.24805826866261016, 'norm_correct_prob_per_token': 0.27828204660114264, 'norm_correct_prob_per_char': 0.26341950804416425, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.09, 'predicted_index_per_token': 1.26, 'predicted_index_per_char': 1.32, 'predicted_index_per_byte': 1.32, 'predicted_index_uncond': 1.49, 'correct_choice': 1.38, 'acc_raw': 0.24, 'acc_per_token': 0.29, 'acc_per_char': 0.32, 'acc_per_byte': 0.32, 'acc_uncond': 0.32, 'no_answer': 0.0, 'sum_logits_corr': -24.953062591552733, 'logits_per_token_corr': -4.73988405817861, 'logits_per_char_corr': -1.243112707005909, 'bits_per_byte_corr': 1.7898653395406725, 'correct_prob': 7.467372529334382e-05, 'correct_prob_per_token': 0.027324744000901176, 'correct_prob_per_char': 0.36717158775235054, 'margin': -4.193678193072388e-05, 'margin_per_token': -0.012488111879205524, 'margin_per_char': -0.04442757932976496, 'total_prob': 0.00021082369302022057, 'total_prob_per_token': 0.0984230063610028, 'total_prob_per_char': 1.4082051230423196, 'uncond_correct_prob': 3.513655801882551e-05, 'uncond_correct_prob_per_token': 0.006636356289974332, 'uncond_correct_prob_per_char': 0.25650146887430003, 'uncond_total_prob': 5.152389270776485e-05, 'norm_correct_prob': 0.2593685019443262, 'norm_correct_prob_per_token': 0.2803525326565071, 'norm_correct_prob_per_char': 0.26199900292532446, 'primary_metric': 0.24}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.16, 'predicted_index_per_token': 1.29, 'predicted_index_per_char': 1.39, 'predicted_index_per_byte': 1.36, 'predicted_index_uncond': 1.61, 'correct_choice': 1.38, 'acc_raw': 0.28, 'acc_per_token': 0.33, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -25.07264949798584, 'logits_per_token_corr': -4.669975430603012, 'logits_per_char_corr': -1.2140234901763634, 'bits_per_byte_corr': 1.7480624239061027, 'correct_prob': 0.00023655686147704746, 'correct_prob_per_token': 0.02747880525656946, 'correct_prob_per_char': 0.3715681791547834, 'margin': 5.1968722153537965e-05, 'margin_per_token': -0.01808931114882092, 'margin_per_char': -0.050981500368686074, 'total_prob': 0.0005212885732969849, 'total_prob_per_token': 0.10330154279233278, 'total_prob_per_char': 1.4294692073011235, 'uncond_correct_prob': 0.00014709965794960908, 'uncond_correct_prob_per_token': 0.00698867050674285, 'uncond_correct_prob_per_char': 0.2613325732727851, 'uncond_total_prob': 0.00026548920211233993, 'norm_correct_prob': 0.2608474859444947, 'norm_correct_prob_per_token': 0.26778064133828644, 'norm_correct_prob_per_char': 0.2605328994089563, 'primary_metric': 0.28}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.18, 'predicted_index_per_token': 1.25, 'predicted_index_per_char': 1.4, 'predicted_index_per_byte': 1.7, 'predicted_index_uncond': 1.47, 'correct_choice': 1.38, 'acc_raw': 0.21, 'acc_per_token': 0.28, 'acc_per_char': 0.27, 'acc_per_byte': 0.19, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -25.575543813705444, 'logits_per_token_corr': -4.763863915971471, 'logits_per_char_corr': -1.2368846207517776, 'logits_per_byte_corr': 1.781157977067483, 'correct_prob': 7.473018724494557e-05, 'correct_prob_per_token': 0.022357632283037124, 'correct_prob_per_char': 0.3581925753948883, 'margin': -6.975884269796663e-05, 'margin_per_token': -0.01677612100021867, 'margin_per_char': -0.05514136242018325, 'total_prob': 0.0002577673737117905, 'total_prob_per_token': 0.08870808111656998, 'total_prob_per_char': 1.3962905122508187, 'uncond_correct_prob': 5.4618539888598107e-05, 'uncond_correct_prob_per_token': 0.006118101521407718, 'uncond_correct_prob_per_char': 0.25206020937472967, 'uncond_total_prob': 8.536171745508357e-05, 'norm_correct_prob': 0.22630898936825478, 'norm_correct_prob_per_token': 0.26803568179213505, 'norm_correct_prob_per_char': 0.26153376382358406, 'primary_metric': 0.21}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.24, 'predicted_index_per_token': 1.26, 'predicted_index_per_char': 1.53, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.56, 'correct_choice': 1.38, 'acc_raw': 0.18, 'acc_per_token': 0.24, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -24.85893660068512, 'logits_per_token_corr': -4.677273817921216, 'logits_per_char_corr': -1.2050460244434875, 'bits_per_byte_corr': 1.73487507690272, 'correct_prob': 8.711327302536165e-05, 'correct_prob_per_token': 0.026918643325681654, 'correct_prob_per_char': 0.37012820405463265, 'margin': -8.99802512094982e-05, 'margin_per_token': -0.021796934648518465, 'margin_per_char': -0.05784017743473439, 'total_prob': 0.0002953055209299146, 'total_prob_per_token': 0.10590910549638348, 'total_prob_per_char': 1.441299390005842, 'uncond_correct_prob': 3.795397828282114e-05, 'uncond_correct_prob_per_token': 0.007264188061988261, 'uncond_correct_prob_per_char': 0.264482821672633, 'uncond_total_prob': 6.132197975870517e-05, 'norm_correct_prob': 0.2015167877291143, 'norm_correct_prob_per_token': 0.2578465934887611, 'norm_correct_prob_per_char': 0.25945407785061275, 'primary_metric': 0.18}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.2, 'predicted_index_per_token': 1.24, 'predicted_index_per_char': 1.28, 'predicted_index_per_byte': 1.25, 'predicted_index_uncond': 1.53, 'correct_choice': 1.38, 'acc_raw': 0.28, 'acc_per_token': 0.31, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -25.25898069381714, 'logits_per_token_corr': -4.768625854071777, 'logits_per_char_corr': -1.239335966290953, 'bits_per_byte_corr': 1.7845189574399183, 'correct_prob': 0.00012146267446630455, 'correct_prob_per_token': 0.023654412698520217, 'correct_prob_per_char': 0.3615867750231172, 'margin': -1.150444795128082e-05, 'margin_per_token': -0.01611321275856471, 'margin_per_char': -0.0505470328412255, 'total_prob': 0.0002835565951071555, 'total_prob_per_token': 0.09090011301069052, 'total_prob_per_char': 1.3986513929604392, 'uncond_correct_prob': 3.155195935513751e-05, 'uncond_correct_prob_per_token': 0.005797416574007892, 'uncond_correct_prob_per_char': 0.2503693449522466, 'uncond_total_prob': 4.2087571886125904e-05, 'norm_correct_prob': 0.25296078301448793, 'norm_correct_prob_per_token': 0.2641677820221324, 'norm_correct_prob_per_char': 0.2592369515523697, 'primary_metric': 0.28}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.2, 'predicted_index_per_token': 1.25, 'predicted_index_per_char': 1.25, 'predicted_index_per_byte': 1.73, 'predicted_index_uncond': 1.49, 'correct_choice': 1.38, 'acc_raw': 0.25, 'acc_per_token': 0.26, 'acc_per_char': 0.32, 'acc_per_byte': 0.26, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -25.540019779205323, 'logits_per_token_corr': -4.8374188745962154, 'logits_per_char_corr': -1.2408814337172174, 'logits_per_byte_corr': 1.78692947875822, 'correct_prob': 5.073736550146311e-05, 'correct_prob_per_token': 0.02201730686536483, 'correct_prob_per_char': 0.35356742383163103, 'margin': -9.60786595456099e-05, 'margin_per_token': -0.014121116874687832, 'margin_per_char': -0.04876510757920328, 'total_prob': 0.00021846944619498436, 'total_prob_per_token': 0.08314470964163347, 'total_prob_per_char': 1.368272587025098, 'uncond_correct_prob': 5.5291459032960924e-05, 'uncond_correct_prob_per_token': 0.007002415966784745, 'uncond_correct_prob_per_char': 0.261087359143485, 'uncond_total_prob': 9.47700769931778e-05, 'norm_correct_prob': 0.25297140396156714, 'norm_correct_prob_per_token': 0.27194017887394656, 'norm_correct_prob_per_char': 0.26351733029549645, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.03, 'predicted_index_per_token': 1.45, 'predicted_index_per_char': 1.4, 'predicted_index_per_byte': 1.37, 'predicted_index_uncond': 1.47, 'correct_choice': 1.38, 'acc_raw': 0.23, 'acc_per_token': 0.26, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -24.451438550949096, 'logits_per_token_corr': -4.585988235410528, 'logits_per_char_corr': -1.1904016774188049, 'bits_per_byte_corr': 1.7140541922335957, 'correct_prob': 0.00012534505729701025, 'correct_prob_per_token': 0.027431600976172164, 'correct_prob_per_char': 0.37489481887450493, 'margin': -0.0001685468841501911, 'margin_per_token': -0.01865391830294089, 'margin_per_char': -0.05292634860382742, 'total_prob': 0.0004891983825818968, 'total_prob_per_token': 0.1086912610801739, 'total_prob_per_char': 1.458195692095857, 'uncond_correct_prob': 6.414934449826669e-05, 'uncond_correct_prob_per_token': 0.007122514924080094, 'uncond_correct_prob_per_char': 0.26357759241380374, 'uncond_total_prob': 0.00011536526053374305, 'norm_correct_prob': 0.2379964194180107, 'norm_correct_prob_per_token': 0.26533829445921436, 'norm_correct_prob_per_char': 0.2610195936577564, 'primary_metric': 0.23}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.04, 'predicted_index_per_token': 1.19, 'predicted_index_per_char': 1.22, 'predicted_index_per_byte': 1.19, 'predicted_index_uncond': 1.56, 'correct_choice': 1.38, 'acc_raw': 0.25, 'acc_per_token': 0.32, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -24.745061058998107, 'logits_per_token_corr': -4.625202984028971, 'logits_per_char_corr': -1.1904199706275869, 'bits_per_byte_corr': 1.7138592695220813, 'correct_prob': 0.0003352049968588754, 'correct_prob_per_token': 0.026712844287754285, 'correct_prob_per_char': 0.37125669913788983, 'margin': 0.00021154138979327165, 'margin_per_token': -0.01855392140151358, 'margin_per_char': -0.05373466592884897, 'total_prob': 0.0005011413229521858, 'total_prob_per_token': 0.10433711174032367, 'total_prob_per_char': 1.444946544945376, 'uncond_correct_prob': 4.5553826591227807e-05, 'uncond_correct_prob_per_token': 0.006584664209014284, 'uncond_correct_prob_per_char': 0.26213000112363444, 'uncond_total_prob': 7.638697889910409e-05, 'norm_correct_prob': 0.23472150121720958, 'norm_correct_prob_per_token': 0.2624815138129614, 'norm_correct_prob_per_char': 0.2598565950101746, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.11, 'predicted_index_per_token': 1.28, 'predicted_index_per_char': 1.43, 'predicted_index_per_byte': 1.71, 'predicted_index_uncond': 1.45, 'correct_choice': 1.38, 'acc_raw': 0.23, 'acc_per_token': 0.3, 'acc_per_char': 0.3, 'acc_per_byte': 0.26, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -26.019689512252807, 'logits_per_token_corr': -4.832450654123282, 'logits_per_char_corr': -1.2427615361686264, 'logits_per_byte_corr': 1.78965295940736, 'correct_prob': 8.895644198466636e-05, 'correct_prob_per_token': 0.021957806973262398, 'correct_prob_per_char': 0.3544977123249113, 'margin': -0.0001117730163300769, 'margin_per_token': -0.016692407672162193, 'margin_per_char': -0.05311847828349208, 'total_prob': 0.00033704652612751224, 'total_prob_per_token': 0.08834069779802844, 'total_prob_per_char': 1.3809488181451797, 'uncond_correct_prob': 3.262217183093702e-05, 'uncond_correct_prob_per_token': 0.0070010474411597665, 'uncond_correct_prob_per_char': 0.26174017697580343, 'uncond_total_prob': 5.9219060180549654e-05, 'norm_correct_prob': 0.22227812703934968, 'norm_correct_prob_per_token': 0.2662763468931669, 'norm_correct_prob_per_char': 0.25837799512368964, 'primary_metric': 0.23}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.01, 'predicted_index_per_token': 1.29, 'predicted_index_per_char': 1.24, 'predicted_index_per_byte': 1.21, 'predicted_index_uncond': 1.51, 'correct_choice': 1.38, 'acc_raw': 0.21, 'acc_per_token': 0.24, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -24.43660687446594, 'logits_per_token_corr': -4.570421339953975, 'logits_per_char_corr': -1.194622887944923, 'bits_per_byte_corr': 1.7199659946718842, 'correct_prob': 0.00011858190001864132, 'correct_prob_per_token': 0.026494106428306043, 'correct_prob_per_char': 0.37415632873991234, 'margin': -0.00022918587004186057, 'margin_per_token': -0.02187565150159432, 'margin_per_char': -0.05789362093657474, 'total_prob': 0.000555087325366892, 'total_prob_per_token': 0.106930393773362, 'total_prob_per_char': 1.4505047895522083, 'uncond_correct_prob': 1.5238396787728458e-05, 'uncond_correct_prob_per_token': 0.006168976328739793, 'uncond_correct_prob_per_char': 0.25379862087752886, 'uncond_total_prob': 2.3115143361579753e-05, 'norm_correct_prob': 0.2218730504409703, 'norm_correct_prob_per_token': 0.2656822537355122, 'norm_correct_prob_per_char': 0.25698267665621627, 'primary_metric': 0.21}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.09, 'predicted_index_per_token': 1.18, 'predicted_index_per_char': 1.32, 'predicted_index_per_byte': 1.29, 'predicted_index_uncond': 1.48, 'correct_choice': 1.38, 'acc_raw': 0.21, 'acc_per_token': 0.32, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -24.602452838420866, 'logits_per_token_corr': -4.597241740560004, 'logits_per_char_corr': -1.1841976883969951, 'bits_per_byte_corr': 1.7049373689368879, 'correct_prob': 0.0003114003392106833, 'correct_prob_per_token': 0.027430050876446385, 'correct_prob_per_char': 0.3740383174993562, 'margin': 0.0001034837020286197, 'margin_per_token': -0.01859958273225325, 'margin_per_char': -0.05008474323872661, 'total_prob': 0.0005770867593589343, 'total_prob_per_token': 0.10659862423678022, 'total_prob_per_char': 1.436030251454158, 'uncond_correct_prob': 4.500560198319106e-05, 'uncond_correct_prob_per_token': 0.005954078178095671, 'uncond_correct_prob_per_char': 0.2532518517480972, 'uncond_total_prob': 6.689236547696206e-05, 'norm_correct_prob': 0.232545267282388, 'norm_correct_prob_per_token': 0.28168623946770927, 'norm_correct_prob_per_char': 0.26421597720552137, 'primary_metric': 0.21}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.15, 'predicted_index_per_token': 1.3, 'predicted_index_per_char': 1.3, 'predicted_index_per_byte': 1.72, 'predicted_index_uncond': 1.56, 'correct_choice': 1.38, 'acc_raw': 0.24, 'acc_per_token': 0.27, 'acc_per_char': 0.25, 'acc_per_byte': 0.24, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -25.520457067489623, 'logits_per_token_corr': -4.815449293154552, 'logits_per_char_corr': -1.2414108874623433, 'logits_per_byte_corr': 1.787734949328962, 'correct_prob': 4.8642882133810855e-05, 'correct_prob_per_token': 0.021007749444714615, 'correct_prob_per_char': 0.35440188897728014, 'margin': -3.5310611816785025e-05, 'margin_per_token': -0.01869253582620894, 'margin_per_char': -0.05464987281585323, 'total_prob': 0.00014863998289393397, 'total_prob_per_token': 0.08700536908844493, 'total_prob_per_char': 1.3881482232938764, 'uncond_correct_prob': 3.103072812451051e-06, 'uncond_correct_prob_per_token': 0.005740561548559293, 'uncond_correct_prob_per_char': 0.24307250440170447, 'uncond_total_prob': 8.473040211257235e-06, 'norm_correct_prob': 0.23566344963821517, 'norm_correct_prob_per_token': 0.2581650758533715, 'norm_correct_prob_per_char': 0.2593974050865196, 'primary_metric': 0.24}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.04, 'predicted_index_per_token': 1.31, 'predicted_index_per_char': 1.34, 'predicted_index_per_byte': 1.31, 'predicted_index_uncond': 1.59, 'correct_choice': 1.38, 'acc_raw': 0.21, 'acc_per_token': 0.3, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -23.902423272132875, 'logits_per_token_corr': -4.457317195907459, 'logits_per_char_corr': -1.1495703385288092, 'bits_per_byte_corr': 1.655218778584241, 'correct_prob': 0.00024171011315077636, 'correct_prob_per_token': 0.03248664059027692, 'correct_prob_per_char': 0.3835229944317426, 'margin': -3.7322735981580224e-05, 'margin_per_token': -0.020146064682189744, 'margin_per_char': -0.05329697718088852, 'total_prob': 0.0005873958785618564, 'total_prob_per_token': 0.12363954321555636, 'total_prob_per_char': 1.4780276388611782, 'uncond_correct_prob': 4.019650803865643e-05, 'uncond_correct_prob_per_token': 0.008248631666612365, 'uncond_correct_prob_per_char': 0.2681313563665827, 'uncond_total_prob': 6.054817453739495e-05, 'norm_correct_prob': 0.22797864534556367, 'norm_correct_prob_per_token': 0.2722364556475487, 'norm_correct_prob_per_char': 0.26008639101085884, 'primary_metric': 0.21}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.12, 'predicted_index_per_token': 1.22, 'predicted_index_per_char': 1.27, 'predicted_index_per_byte': 1.24, 'predicted_index_uncond': 1.56, 'correct_choice': 1.38, 'acc_raw': 0.22, 'acc_per_token': 0.25, 'acc_per_char': 0.27, 'acc_per_byte': 0.27, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -24.601115126609802, 'logits_per_token_corr': -4.564145644606706, 'logits_per_char_corr': -1.1888981883478011, 'bits_per_byte_corr': 1.7115757458057064, 'correct_prob': 0.00021668213083167622, 'correct_prob_per_token': 0.029598313101703546, 'correct_prob_per_char': 0.378611478954492, 'margin': -4.463495965784431e-05, 'margin_per_token': -0.021930367708493336, 'margin_per_char': -0.057824196117151505, 'total_prob': 0.0005378734885599693, 'total_prob_per_token': 0.11779251732097304, 'total_prob_per_char': 1.4702216922606899, 'uncond_correct_prob': 6.383025984542719e-05, 'uncond_correct_prob_per_token': 0.006325328145884117, 'uncond_correct_prob_per_char': 0.2531696272348676, 'uncond_total_prob': 9.338749770378379e-05, 'norm_correct_prob': 0.23095064055516054, 'norm_correct_prob_per_token': 0.2660325458641637, 'norm_correct_prob_per_char': 0.25984247441773756, 'primary_metric': 0.22}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.09, 'predicted_index_per_token': 1.23, 'predicted_index_per_char': 1.3, 'predicted_index_per_byte': 1.8, 'predicted_index_uncond': 1.35, 'correct_choice': 1.38, 'acc_raw': 0.2, 'acc_per_token': 0.22, 'acc_per_char': 0.26, 'acc_per_byte': 0.28, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -25.104697351455687, 'logits_per_token_corr': -4.773047941528004, 'logits_per_char_corr': -1.2289965634415545, 'logits_per_byte_corr': 1.7699569409547038, 'correct_prob': 7.38658245326882e-05, 'correct_prob_per_token': 0.023651380833780676, 'correct_prob_per_char': 0.36004090816366985, 'margin': -0.00018210809248689203, 'margin_per_token': -0.019045661164992247, 'margin_per_char': -0.0593507528854252, 'total_prob': 0.00036356876036522406, 'total_prob_per_token': 0.09380537464652944, 'total_prob_per_char': 1.4117944549689598, 'uncond_correct_prob': 3.681238606227773e-05, 'uncond_correct_prob_per_token': 0.006975834178981349, 'uncond_correct_prob_per_char': 0.2605805879779955, 'uncond_total_prob': 6.666264610442687e-05, 'norm_correct_prob': 0.20613478791606757, 'norm_correct_prob_per_token': 0.25603720177506184, 'norm_correct_prob_per_char': 0.2585405944930584, 'primary_metric': 0.2}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.15, 'predicted_index_per_token': 1.27, 'predicted_index_per_char': 1.3, 'predicted_index_per_byte': 1.27, 'predicted_index_uncond': 1.51, 'correct_choice': 1.38, 'acc_raw': 0.26, 'acc_per_token': 0.26, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -23.77379835128784, 'logits_per_token_corr': -4.420243239343201, 'logits_per_char_corr': -1.1524388617378158, 'bits_per_byte_corr': 1.6596128947855084, 'correct_prob': 0.0002357804943317295, 'correct_prob_per_token': 0.03149189934117601, 'correct_prob_per_char': 0.3857131564322123, 'margin': -0.00040367022459993545, 'margin_per_token': -0.021903976147546717, 'margin_per_char': -0.05387785864791579, 'total_prob': 0.0009600249771013777, 'total_prob_per_token': 0.12314200156134417, 'total_prob_per_char': 1.4876364875875305, 'uncond_correct_prob': 1.7407618128275163e-05, 'uncond_correct_prob_per_token': 0.007999200018078755, 'uncond_correct_prob_per_char': 0.2682472138429457, 'uncond_total_prob': 2.759590053811516e-05, 'norm_correct_prob': 0.2410725776948498, 'norm_correct_prob_per_token': 0.26575406230639365, 'norm_correct_prob_per_char': 0.26032452225291786, 'primary_metric': 0.26}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.19, 'predicted_index_per_token': 1.38, 'predicted_index_per_char': 1.34, 'predicted_index_per_byte': 1.31, 'predicted_index_uncond': 1.5, 'correct_choice': 1.38, 'acc_raw': 0.27, 'acc_per_token': 0.24, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -23.921387310028077, 'logits_per_token_corr': -4.436583738934324, 'logits_per_char_corr': -1.1455368167082918, 'bits_per_byte_corr': 1.6493692797796482, 'correct_prob': 0.0002987253878134524, 'correct_prob_per_token': 0.032436579212103724, 'correct_prob_per_char': 0.38822588257459545, 'margin': -0.00013557879087691452, 'margin_per_token': -0.024053044407869886, 'margin_per_char': -0.050962593206478696, 'total_prob': 0.0008461678663268589, 'total_prob_per_token': 0.128794667487204, 'total_prob_per_char': 1.494996163083047, 'uncond_correct_prob': 4.553707589680464e-05, 'uncond_correct_prob_per_token': 0.005913232048556647, 'uncond_correct_prob_per_char': 0.2497950922811331, 'uncond_total_prob': 8.126386415067841e-05, 'norm_correct_prob': 0.25816157446701166, 'norm_correct_prob_per_token': 0.272449402914761, 'norm_correct_prob_per_char': 0.2622110107931917, 'primary_metric': 0.27}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.1, 'predicted_index_per_token': 1.36, 'predicted_index_per_char': 1.32, 'predicted_index_per_byte': 1.72, 'predicted_index_uncond': 1.39, 'correct_choice': 1.38, 'acc_raw': 0.25, 'acc_per_token': 0.27, 'acc_per_char': 0.31, 'acc_per_byte': 0.24, 'acc_uncond': 0.34, 'no_answer': 0.0, 'sum_logits_corr': -25.18820174217224, 'logits_per_token_corr': -4.749296560971398, 'logits_per_char_corr': -1.2371595882535409, 'logits_per_byte_corr': 1.781254153354238, 'correct_prob': 5.0300877217885905e-05, 'correct_prob_per_token': 0.024519367393889255, 'correct_prob_per_char': 0.3631991904738035, 'margin': -6.91655329665572e-05, 'margin_per_token': -0.01889777743793753, 'margin_per_char': -0.0501025544226906, 'total_prob': 0.0001914473465406151, 'total_prob_per_token': 0.09646841840449812, 'total_prob_per_char': 1.410124653700305, 'uncond_correct_prob': 4.529026997029963e-05, 'uncond_correct_prob_per_token': 0.0072006981636842035, 'uncond_correct_prob_per_char': 0.2627022420823766, 'uncond_total_prob': 7.637263122268836e-05, 'norm_correct_prob': 0.23503848189187895, 'norm_correct_prob_per_token': 0.2687088219972681, 'norm_correct_prob_per_char': 0.2613315389287216, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.22, 'predicted_index_per_token': 1.42, 'predicted_index_per_char': 1.29, 'predicted_index_per_byte': 1.26, 'predicted_index_uncond': 1.59, 'correct_choice': 1.38, 'acc_raw': 0.27, 'acc_per_token': 0.3, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -23.1656733751297, 'logits_per_token_corr': -4.33599522210602, 'logits_per_char_corr': -1.1262047779642956, 'bits_per_byte_corr': 1.6214044076902263, 'correct_prob': 0.00033237162352760025, 'correct_prob_per_token': 0.03591105321338735, 'correct_prob_per_char': 0.3952740103474366, 'margin': -0.00046052497634521753, 'margin_per_token': -0.021577026723633687, 'margin_per_char': -0.051130008093069626, 'total_prob': 0.0012427611572943696, 'total_prob_per_token': 0.1365256697955915, 'total_prob_per_char': 1.518551091602748, 'uncond_correct_prob': 1.2187626260286146e-05, 'uncond_correct_prob_per_token': 0.007249331953761991, 'uncond_correct_prob_per_char': 0.25957194593596733, 'uncond_total_prob': 1.909331485026349e-05, 'norm_correct_prob': 0.2574331147999645, 'norm_correct_prob_per_token': 0.2751535526533521, 'norm_correct_prob_per_char': 0.2623336628753398, 'primary_metric': 0.27}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.05, 'predicted_index_per_token': 1.33, 'predicted_index_per_char': 1.32, 'predicted_index_per_byte': 1.29, 'predicted_index_uncond': 1.59, 'correct_choice': 1.38, 'acc_raw': 0.22, 'acc_per_token': 0.3, 'acc_per_char': 0.27, 'acc_per_byte': 0.27, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -24.089768216609954, 'logits_per_token_corr': -4.413636161958253, 'logits_per_char_corr': -1.1420003434716504, 'bits_per_byte_corr': 1.6443364561085037, 'correct_prob': 0.0004964044980423344, 'correct_prob_per_token': 0.03193910000372543, 'correct_prob_per_char': 0.38675824991409896, 'margin': 3.3123518277728325e-05, 'margin_per_token': -0.02243518565092704, 'margin_per_char': -0.055599763416736385, 'total_prob': 0.0011084969116090303, 'total_prob_per_token': 0.12572296833903762, 'total_prob_per_char': 1.4927614040888064, 'uncond_correct_prob': 0.00015564225878872954, 'uncond_correct_prob_per_token': 0.006981456529741502, 'uncond_correct_prob_per_char': 0.25982272406455176, 'uncond_total_prob': 0.00022727232058584578, 'norm_correct_prob': 0.23377420125633336, 'norm_correct_prob_per_token': 0.27263134861712573, 'norm_correct_prob_per_char': 0.26058896283032185, 'primary_metric': 0.22}
|
90M
|
FineWeb-Pro
|
mmlu_medical_genetics
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.16, 'predicted_index_per_token': 1.31, 'predicted_index_per_char': 1.22, 'predicted_index_per_byte': 1.71, 'predicted_index_uncond': 1.46, 'correct_choice': 1.38, 'acc_raw': 0.22, 'acc_per_token': 0.24, 'acc_per_char': 0.29, 'acc_per_byte': 0.24, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -24.62297297000885, 'logits_per_token_corr': -4.647875488193643, 'logits_per_char_corr': -1.2068502068369935, 'logits_per_byte_corr': 1.7378106940109064, 'correct_prob': 0.00012066846136108978, 'correct_prob_per_token': 0.028447593698788257, 'correct_prob_per_char': 0.3713170923065032, 'margin': -0.00012549719553165014, 'margin_per_token': -0.02099864126376716, 'margin_per_char': -0.05671311241026552, 'total_prob': 0.00044450127184801597, 'total_prob_per_token': 0.11294898077657937, 'total_prob_per_char': 1.4525180152749453, 'uncond_correct_prob': 9.362789719125024e-05, 'uncond_correct_prob_per_token': 0.008083141953279232, 'uncond_correct_prob_per_char': 0.27031054850904696, 'uncond_total_prob': 0.00017058643841350864, 'norm_correct_prob': 0.22342422803145282, 'norm_correct_prob_per_token': 0.25507044389716316, 'norm_correct_prob_per_char': 0.2554598649662422, 'primary_metric': 0.22}
|
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.