params
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values | data
stringclasses 25
values | task
stringclasses 66
values | step
int64 0
69.4k
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stringclasses 5
values | chinchilla
stringclasses 1
value | tokens
int64 0
100B
| compute
float64 0
706,209,840,435B
| metrics
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1.41k
|
|---|---|---|---|---|---|---|---|---|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
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|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.4598765432098766, 'predicted_index_per_token': 1.4876543209876543, 'predicted_index_per_char': 1.4475308641975309, 'predicted_index_per_byte': 1.5308641975308641, 'predicted_index_uncond': 1.4320987654320987, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2993827160493827, 'acc_per_token': 0.24382716049382716, 'acc_per_char': 0.24691358024691357, 'acc_per_byte': 0.2623456790123457, 'acc_uncond': 0.2654320987654321, 'no_answer': 0.0, 'sum_logits_corr': -30.95293269334016, 'logits_per_token_corr': -4.185397249015583, 'logits_per_char_corr': -0.9803999592533608, 'logits_per_byte_corr': 1.413605148083844, 'correct_prob': 0.00014941876001124297, 'correct_prob_per_token': 0.036436555526371574, 'correct_prob_per_char': 0.4159998845224756, 'margin': -0.00013708990936917354, 'margin_per_token': -0.02214082037956828, 'margin_per_char': -0.07094060529321689, 'total_prob': 0.0005144176551567766, 'total_prob_per_token': 0.14437055301911544, 'total_prob_per_char': 1.6643128552474473, 'uncond_correct_prob': 3.6461266942011513e-07, 'uncond_correct_prob_per_token': 0.009453736885892508, 'uncond_correct_prob_per_char': 0.2946369154493502, 'uncond_total_prob': 3.018336664840329e-06, 'norm_correct_prob': 0.29585045859715914, 'norm_correct_prob_per_token': 0.2503032404736843, 'norm_correct_prob_per_char': 0.24804825343231085, 'primary_metric': 0.2993827160493827}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.4814814814814814, 'predicted_index_per_token': 1.4876543209876543, 'predicted_index_per_char': 1.4506172839506173, 'predicted_index_per_byte': 1.4506172839506173, 'predicted_index_uncond': 1.3549382716049383, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.32407407407407407, 'acc_per_token': 0.23765432098765432, 'acc_per_char': 0.24382716049382716, 'acc_per_byte': 0.24382716049382716, 'acc_uncond': 0.2808641975308642, 'no_answer': 0.0, 'sum_logits_corr': -29.738671697952128, 'logits_per_token_corr': -4.010403311107477, 'logits_per_char_corr': -0.9404628654259382, 'bits_per_byte_corr': 1.3559926190689726, 'correct_prob': 0.0005591235453940108, 'correct_prob_per_token': 0.04151255503557604, 'correct_prob_per_char': 0.4301563540212721, 'margin': 0.00011638578350763524, 'margin_per_token': -0.02451224644320561, 'margin_per_char': -0.07305334018285613, 'total_prob': 0.0011576786257268823, 'total_prob_per_token': 0.16299305467286315, 'total_prob_per_char': 1.716767869275056, 'uncond_correct_prob': 3.8900551150107095e-07, 'uncond_correct_prob_per_token': 0.009857319973355134, 'uncond_correct_prob_per_char': 0.2967623355571511, 'uncond_total_prob': 2.2263045450357457e-06, 'norm_correct_prob': 0.30568490691434397, 'norm_correct_prob_per_token': 0.25449220459774935, 'norm_correct_prob_per_char': 0.24873356419780204, 'primary_metric': 0.32407407407407407}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.5061728395061729, 'predicted_index_per_token': 1.521604938271605, 'predicted_index_per_char': 1.4537037037037037, 'predicted_index_per_byte': 1.462962962962963, 'predicted_index_uncond': 1.367283950617284, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.24691358024691357, 'acc_per_char': 0.2345679012345679, 'acc_per_byte': 0.2345679012345679, 'acc_uncond': 0.2654320987654321, 'no_answer': 0.0, 'sum_logits_corr': -30.448941649478158, 'logits_per_token_corr': -4.1129339083558945, 'logits_per_char_corr': -0.9620106200933662, 'bits_per_byte_corr': 1.387011183262107, 'correct_prob': 0.0003708814650573156, 'correct_prob_per_token': 0.040919788574796126, 'correct_prob_per_char': 0.42379776860157164, 'margin': -0.0001551774804866692, 'margin_per_token': -0.023124323157576784, 'margin_per_char': -0.07201523976528096, 'total_prob': 0.0010745568258260499, 'total_prob_per_token': 0.15830223299756213, 'total_prob_per_char': 1.6922048903298772, 'uncond_correct_prob': 9.926962319160035e-07, 'uncond_correct_prob_per_token': 0.011028969578819298, 'uncond_correct_prob_per_char': 0.30788927823199547, 'uncond_total_prob': 4.6646408333440914e-06, 'norm_correct_prob': 0.29357223667038324, 'norm_correct_prob_per_token': 0.2562646523344506, 'norm_correct_prob_per_char': 0.24871365245427776, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.5154320987654322, 'predicted_index_per_token': 1.5277777777777777, 'predicted_index_per_char': 1.5246913580246915, 'predicted_index_per_byte': 1.5771604938271604, 'predicted_index_uncond': 1.3888888888888888, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.30864197530864196, 'acc_per_token': 0.24382716049382716, 'acc_per_char': 0.22839506172839505, 'acc_per_byte': 0.2716049382716049, 'acc_uncond': 0.2716049382716049, 'no_answer': 0.0, 'sum_logits_corr': -31.009889639454123, 'logits_per_token_corr': -4.1716262660377845, 'logits_per_char_corr': -0.9816244584128369, 'logits_per_byte_corr': 1.4153595881360939, 'correct_prob': 0.00028559820480618316, 'correct_prob_per_token': 0.03609886081916218, 'correct_prob_per_char': 0.41653818023150246, 'margin': -0.00034593066633836, 'margin_per_token': -0.022603163191547586, 'margin_per_char': -0.07145693708217146, 'total_prob': 0.0010760170301537207, 'total_prob_per_token': 0.14266049749155166, 'total_prob_per_char': 1.6653144214022793, 'uncond_correct_prob': 6.066242063672663e-07, 'uncond_correct_prob_per_token': 0.010864455264504384, 'uncond_correct_prob_per_char': 0.30609542548372254, 'uncond_total_prob': 5.984893282886675e-06, 'norm_correct_prob': 0.2960802042818081, 'norm_correct_prob_per_token': 0.25122829095572047, 'norm_correct_prob_per_char': 0.24799916113003145, 'primary_metric': 0.30864197530864196}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.5277777777777777, 'predicted_index_per_token': 1.4907407407407407, 'predicted_index_per_char': 1.4876543209876543, 'predicted_index_per_byte': 1.4876543209876543, 'predicted_index_uncond': 1.4104938271604939, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.30864197530864196, 'acc_per_token': 0.25308641975308643, 'acc_per_char': 0.24382716049382716, 'acc_per_byte': 0.24382716049382716, 'acc_uncond': 0.23765432098765432, 'no_answer': 0.0, 'sum_logits_corr': -30.07245954245697, 'logits_per_token_corr': -4.077727302169161, 'logits_per_char_corr': -0.9521578526469665, 'bits_per_byte_corr': 1.3728151730761322, 'correct_prob': 0.00031658248165351567, 'correct_prob_per_token': 0.03963424061722475, 'correct_prob_per_char': 0.4244138270147426, 'margin': -0.0001801929548346599, 'margin_per_token': -0.02224403514996093, 'margin_per_char': -0.07233102496982914, 'total_prob': 0.0009282546489027379, 'total_prob_per_token': 0.15577557249000976, 'total_prob_per_char': 1.6990626715748152, 'uncond_correct_prob': 3.280443604851007e-07, 'uncond_correct_prob_per_token': 0.010464357429170117, 'uncond_correct_prob_per_char': 0.29769423870918144, 'uncond_total_prob': 2.2818052985099747e-06, 'norm_correct_prob': 0.3001403091915301, 'norm_correct_prob_per_token': 0.25199519179620616, 'norm_correct_prob_per_char': 0.2483231851893201, 'primary_metric': 0.30864197530864196}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.5462962962962963, 'predicted_index_per_token': 1.5123456790123457, 'predicted_index_per_char': 1.4722222222222223, 'predicted_index_per_byte': 1.4722222222222223, 'predicted_index_uncond': 1.3518518518518519, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.2345679012345679, 'acc_per_char': 0.2222222222222222, 'acc_per_byte': 0.2222222222222222, 'acc_uncond': 0.27469135802469136, 'no_answer': 0.0, 'sum_logits_corr': -30.019927514923943, 'logits_per_token_corr': -4.0347072680439355, 'logits_per_char_corr': -0.9418413961989368, 'bits_per_byte_corr': 1.3579273560113332, 'correct_prob': 0.000517881504251072, 'correct_prob_per_token': 0.04282758000608349, 'correct_prob_per_char': 0.4301060185705501, 'margin': -0.00043522410055333796, 'margin_per_token': -0.022682894422076414, 'margin_per_char': -0.0693229785305635, 'total_prob': 0.0016574645124594204, 'total_prob_per_token': 0.164454501336986, 'total_prob_per_char': 1.713020703072782, 'uncond_correct_prob': 7.95098912004343e-07, 'uncond_correct_prob_per_token': 0.01005085116467654, 'uncond_correct_prob_per_char': 0.29934095027689506, 'uncond_total_prob': 4.16673908245908e-06, 'norm_correct_prob': 0.29506816373351225, 'norm_correct_prob_per_token': 0.2597473722917441, 'norm_correct_prob_per_char': 0.24947327664308522, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.4969135802469136, 'predicted_index_per_token': 1.5679012345679013, 'predicted_index_per_char': 1.4876543209876543, 'predicted_index_per_byte': 1.5246913580246915, 'predicted_index_uncond': 1.4012345679012346, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.25308641975308643, 'acc_per_char': 0.22530864197530864, 'acc_per_byte': 0.2716049382716049, 'acc_uncond': 0.2932098765432099, 'no_answer': 0.0, 'sum_logits_corr': -30.374655150336984, 'logits_per_token_corr': -4.096865883207883, 'logits_per_char_corr': -0.9641078737962485, 'logits_per_byte_corr': 1.390122956489458, 'correct_prob': 0.00029795275897185534, 'correct_prob_per_token': 0.03847069736410012, 'correct_prob_per_char': 0.42266951685640364, 'margin': -2.0043009375313833e-05, 'margin_per_token': -0.0224132044247824, 'margin_per_char': -0.07138782905467608, 'total_prob': 0.000709150365341968, 'total_prob_per_token': 0.15000856560409528, 'total_prob_per_char': 1.6876195801153764, 'uncond_correct_prob': 3.913860598725353e-07, 'uncond_correct_prob_per_token': 0.010169031893473403, 'uncond_correct_prob_per_char': 0.29709320006171647, 'uncond_total_prob': 2.6862276123021472e-06, 'norm_correct_prob': 0.29490799086023406, 'norm_correct_prob_per_token': 0.25369148996502017, 'norm_correct_prob_per_char': 0.2485954767589575, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.4567901234567902, 'predicted_index_per_token': 1.5030864197530864, 'predicted_index_per_char': 1.462962962962963, 'predicted_index_per_byte': 1.462962962962963, 'predicted_index_uncond': 1.3888888888888888, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.31790123456790126, 'acc_per_token': 0.24382716049382716, 'acc_per_char': 0.23765432098765432, 'acc_per_byte': 0.23765432098765432, 'acc_uncond': 0.25308641975308643, 'no_answer': 0.0, 'sum_logits_corr': -29.46395237799044, 'logits_per_token_corr': -3.964510159243983, 'logits_per_char_corr': -0.9289262064417736, 'bits_per_byte_corr': 1.3393436742358575, 'correct_prob': 0.0005125742633528578, 'correct_prob_per_token': 0.04298636786865295, 'correct_prob_per_char': 0.43395313572132554, 'margin': -0.00018548483342448996, 'margin_per_token': -0.024837773644874484, 'margin_per_char': -0.07272530167732516, 'total_prob': 0.00145130142931537, 'total_prob_per_token': 0.1691412852392716, 'total_prob_per_char': 1.734738749403076, 'uncond_correct_prob': 5.251697851976554e-07, 'uncond_correct_prob_per_token': 0.01035951024096206, 'uncond_correct_prob_per_char': 0.3000205351719955, 'uncond_total_prob': 2.8844834207146096e-06, 'norm_correct_prob': 0.3016783407348476, 'norm_correct_prob_per_token': 0.2542195157249345, 'norm_correct_prob_per_char': 0.24863618324244446, 'primary_metric': 0.31790123456790126}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.5339506172839505, 'predicted_index_per_token': 1.5771604938271604, 'predicted_index_per_char': 1.478395061728395, 'predicted_index_per_byte': 1.478395061728395, 'predicted_index_uncond': 1.4259259259259258, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.3117283950617284, 'acc_per_token': 0.23765432098765432, 'acc_per_char': 0.2222222222222222, 'acc_per_byte': 0.2222222222222222, 'acc_uncond': 0.23148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -29.874741711734252, 'logits_per_token_corr': -3.9882702790154125, 'logits_per_char_corr': -0.9294369051323559, 'bits_per_byte_corr': 1.3400473420585433, 'correct_prob': 0.00047449831193084466, 'correct_prob_per_token': 0.044108007092143964, 'correct_prob_per_char': 0.43298820075637134, 'margin': -0.0005888143363794269, 'margin_per_token': -0.02525458108188082, 'margin_per_char': -0.07185153965947927, 'total_prob': 0.001854508064876388, 'total_prob_per_token': 0.17198021075351227, 'total_prob_per_char': 1.7310006988324764, 'uncond_correct_prob': 5.486184733408775e-07, 'uncond_correct_prob_per_token': 0.010487189387684238, 'uncond_correct_prob_per_char': 0.3022003213858305, 'uncond_total_prob': 3.6124135933614425e-06, 'norm_correct_prob': 0.2949877691802321, 'norm_correct_prob_per_token': 0.25688880835800876, 'norm_correct_prob_per_char': 0.24847505847228918, 'primary_metric': 0.3117283950617284}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.4753086419753085, 'predicted_index_per_token': 1.521604938271605, 'predicted_index_per_char': 1.4506172839506173, 'predicted_index_per_byte': 1.5339506172839505, 'predicted_index_uncond': 1.4290123456790123, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.32098765432098764, 'acc_per_token': 0.25925925925925924, 'acc_per_char': 0.22839506172839505, 'acc_per_byte': 0.24691358024691357, 'acc_uncond': 0.2993827160493827, 'no_answer': 0.0, 'sum_logits_corr': -30.220105249204753, 'logits_per_token_corr': -4.0576994937281725, 'logits_per_char_corr': -0.9497517167370864, 'logits_per_byte_corr': 1.3694182738621992, 'correct_prob': 0.0001796309867260123, 'correct_prob_per_token': 0.03976748514188685, 'correct_prob_per_char': 0.42599295198900855, 'margin': -0.00024377734499655886, 'margin_per_token': -0.021013924677359422, 'margin_per_char': -0.06772319557713806, 'total_prob': 0.0007064301064947349, 'total_prob_per_token': 0.15172504923788022, 'total_prob_per_char': 1.6941709321895038, 'uncond_correct_prob': 5.596337934982965e-07, 'uncond_correct_prob_per_token': 0.010048615500070086, 'uncond_correct_prob_per_char': 0.29767262726280597, 'uncond_total_prob': 3.2546947258616084e-06, 'norm_correct_prob': 0.3030740243559502, 'norm_correct_prob_per_token': 0.25794361449666237, 'norm_correct_prob_per_char': 0.2496066481230862, 'primary_metric': 0.32098765432098764}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4660493827160495, 'predicted_index_per_token': 1.5061728395061729, 'predicted_index_per_char': 1.4938271604938271, 'predicted_index_per_byte': 1.4938271604938271, 'predicted_index_uncond': 1.3703703703703705, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.32098765432098764, 'acc_per_token': 0.24382716049382716, 'acc_per_char': 0.24691358024691357, 'acc_per_byte': 0.24691358024691357, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -29.443578638412333, 'logits_per_token_corr': -3.968672272418328, 'logits_per_char_corr': -0.9266516698900148, 'bits_per_byte_corr': 1.336056821797756, 'correct_prob': 0.0005514330055437273, 'correct_prob_per_token': 0.043744587129159, 'correct_prob_per_char': 0.4344455889801091, 'margin': -0.00019477815647360713, 'margin_per_token': -0.024424757257840355, 'margin_per_char': -0.07174731495389657, 'total_prob': 0.0014700621483008445, 'total_prob_per_token': 0.16976845020033787, 'total_prob_per_char': 1.7337686605520684, 'uncond_correct_prob': 5.332515344817261e-07, 'uncond_correct_prob_per_token': 0.010680683919961614, 'uncond_correct_prob_per_char': 0.30089723615251607, 'uncond_total_prob': 2.885850953577686e-06, 'norm_correct_prob': 0.3012599116984755, 'norm_correct_prob_per_token': 0.25459710905541744, 'norm_correct_prob_per_char': 0.2493969203347651, 'primary_metric': 0.32098765432098764}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4845679012345678, 'predicted_index_per_token': 1.5709876543209877, 'predicted_index_per_char': 1.4814814814814814, 'predicted_index_per_byte': 1.4814814814814814, 'predicted_index_uncond': 1.4351851851851851, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.32098765432098764, 'acc_per_token': 0.24382716049382716, 'acc_per_char': 0.22530864197530864, 'acc_per_byte': 0.22530864197530864, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -29.58995403257417, 'logits_per_token_corr': -3.961011199925011, 'logits_per_char_corr': -0.9235213346148594, 'bits_per_byte_corr': 1.3315607550228123, 'correct_prob': 0.0005586542013825216, 'correct_prob_per_token': 0.04507111032685787, 'correct_prob_per_char': 0.43552242221680204, 'margin': -0.00039768760084137706, 'margin_per_token': -0.024854787152237538, 'margin_per_char': -0.07182946477793922, 'total_prob': 0.00180580201143379, 'total_prob_per_token': 0.17523815284710823, 'total_prob_per_char': 1.7398087401274571, 'uncond_correct_prob': 6.707178533535027e-07, 'uncond_correct_prob_per_token': 0.010952656168174042, 'uncond_correct_prob_per_char': 0.30632104505341, 'uncond_total_prob': 4.901331286296008e-06, 'norm_correct_prob': 0.2966988052076928, 'norm_correct_prob_per_token': 0.2576189407230497, 'norm_correct_prob_per_char': 0.24868212964093914, 'primary_metric': 0.32098765432098764}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4691358024691359, 'predicted_index_per_token': 1.5030864197530864, 'predicted_index_per_char': 1.4845679012345678, 'predicted_index_per_byte': 1.5246913580246915, 'predicted_index_uncond': 1.3950617283950617, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.33641975308641975, 'acc_per_token': 0.2808641975308642, 'acc_per_char': 0.24691358024691357, 'acc_per_byte': 0.2623456790123457, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -29.944312709349173, 'logits_per_token_corr': -4.01031458576978, 'logits_per_char_corr': -0.938679279530687, 'logits_per_byte_corr': 1.353425938369484, 'correct_prob': 0.00033718925713981703, 'correct_prob_per_token': 0.041674320563647574, 'correct_prob_per_char': 0.4302786732992625, 'margin': -0.0001611520823334085, 'margin_per_token': -0.021860054135829497, 'margin_per_char': -0.06742937057820649, 'total_prob': 0.0009819370222350424, 'total_prob_per_token': 0.15922514517183164, 'total_prob_per_char': 1.7074087575000294, 'uncond_correct_prob': 5.772288839768268e-07, 'uncond_correct_prob_per_token': 0.011041948495175563, 'uncond_correct_prob_per_char': 0.3059356412297009, 'uncond_total_prob': 3.834847032198504e-06, 'norm_correct_prob': 0.31277746391966943, 'norm_correct_prob_per_token': 0.26079171038565313, 'norm_correct_prob_per_char': 0.2502998458570637, 'primary_metric': 0.33641975308641975}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.441358024691358, 'predicted_index_per_token': 1.4876543209876543, 'predicted_index_per_char': 1.4969135802469136, 'predicted_index_per_byte': 1.4969135802469136, 'predicted_index_uncond': 1.3549382716049383, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.3271604938271605, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.24382716049382716, 'acc_per_byte': 0.24382716049382716, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -29.226264827045394, 'logits_per_token_corr': -3.9593803255842266, 'logits_per_char_corr': -0.9290502159157522, 'bits_per_byte_corr': 1.3395007721275358, 'correct_prob': 0.00033059834792844916, 'correct_prob_per_token': 0.04307952854156007, 'correct_prob_per_char': 0.4348548966284141, 'margin': -0.0002758119845027861, 'margin_per_token': -0.024366855051525967, 'margin_per_char': -0.07105808729097293, 'total_prob': 0.0010930024244615551, 'total_prob_per_token': 0.16820759816656478, 'total_prob_per_char': 1.733051404038591, 'uncond_correct_prob': 4.5940640641641955e-07, 'uncond_correct_prob_per_token': 0.011021329829691106, 'uncond_correct_prob_per_char': 0.30516226116534195, 'uncond_total_prob': 2.2049087278538883e-06, 'norm_correct_prob': 0.30258560265390116, 'norm_correct_prob_per_token': 0.25684916383686496, 'norm_correct_prob_per_char': 0.24952621521385557, 'primary_metric': 0.3271604938271605}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.5493827160493827, 'predicted_index_per_token': 1.5709876543209877, 'predicted_index_per_char': 1.4660493827160495, 'predicted_index_per_byte': 1.4660493827160495, 'predicted_index_uncond': 1.4135802469135803, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.25, 'acc_per_char': 0.23148148148148148, 'acc_per_byte': 0.23148148148148148, 'acc_uncond': 0.22530864197530864, 'no_answer': 0.0, 'sum_logits_corr': -29.544755965839197, 'logits_per_token_corr': -3.9545703977974633, 'logits_per_char_corr': -0.9221751418843556, 'bits_per_byte_corr': 1.3296152859857986, 'correct_prob': 0.0004427594630771477, 'correct_prob_per_token': 0.04524187999314582, 'correct_prob_per_char': 0.4364751354120151, 'margin': -0.0003291813341336561, 'margin_per_token': -0.02373640701482945, 'margin_per_char': -0.07072104144788559, 'total_prob': 0.0014737477023055914, 'total_prob_per_token': 0.17358165439675893, 'total_prob_per_char': 1.7391105602249335, 'uncond_correct_prob': 8.154113495090346e-07, 'uncond_correct_prob_per_token': 0.011092705617172917, 'uncond_correct_prob_per_char': 0.30648601906493733, 'uncond_total_prob': 4.215201634062696e-06, 'norm_correct_prob': 0.29653118510487986, 'norm_correct_prob_per_token': 0.25844088307957225, 'norm_correct_prob_per_char': 0.24926042409536897, 'primary_metric': 0.2962962962962963}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.4969135802469136, 'predicted_index_per_token': 1.5925925925925926, 'predicted_index_per_char': 1.4722222222222223, 'predicted_index_per_byte': 1.5154320987654322, 'predicted_index_uncond': 1.4382716049382716, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.32098765432098764, 'acc_per_token': 0.26851851851851855, 'acc_per_char': 0.22839506172839505, 'acc_per_byte': 0.2623456790123457, 'acc_uncond': 0.30246913580246915, 'no_answer': 0.0, 'sum_logits_corr': -29.718659110275315, 'logits_per_token_corr': -3.994514418427991, 'logits_per_char_corr': -0.9354432828125306, 'logits_per_byte_corr': 1.3487980195609999, 'correct_prob': 0.000285691641609998, 'correct_prob_per_token': 0.04184200047362862, 'correct_prob_per_char': 0.4314281841953276, 'margin': -0.00034384736426206717, 'margin_per_token': -0.022442102142332998, 'margin_per_char': -0.06921606487917743, 'total_prob': 0.001070935194724655, 'total_prob_per_token': 0.16088935986054148, 'total_prob_per_char': 1.7178237771502893, 'uncond_correct_prob': 5.764669414224694e-07, 'uncond_correct_prob_per_token': 0.011561570393840594, 'uncond_correct_prob_per_char': 0.3084503601571594, 'uncond_total_prob': 4.4079469505605436e-06, 'norm_correct_prob': 0.3088894445504237, 'norm_correct_prob_per_token': 0.2582527825841912, 'norm_correct_prob_per_char': 0.24937339343160525, 'primary_metric': 0.32098765432098764}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.4753086419753085, 'predicted_index_per_token': 1.5277777777777777, 'predicted_index_per_char': 1.478395061728395, 'predicted_index_per_byte': 1.478395061728395, 'predicted_index_uncond': 1.3641975308641976, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.3117283950617284, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.23148148148148148, 'acc_per_byte': 0.23148148148148148, 'acc_uncond': 0.2932098765432099, 'no_answer': 0.0, 'sum_logits_corr': -28.86628842280235, 'logits_per_token_corr': -3.891773562597888, 'logits_per_char_corr': -0.90945539378691, 'bits_per_byte_corr': 1.3112534449019737, 'correct_prob': 0.00040341154379189043, 'correct_prob_per_token': 0.045407350547770814, 'correct_prob_per_char': 0.44067330959374235, 'margin': -0.00014999531844988792, 'margin_per_token': -0.026494319516515107, 'margin_per_char': -0.07215308046737494, 'total_prob': 0.0011309499280602602, 'total_prob_per_token': 0.17926648142355545, 'total_prob_per_char': 1.7583913791099173, 'uncond_correct_prob': 6.150714101876497e-07, 'uncond_correct_prob_per_token': 0.011500364274465451, 'uncond_correct_prob_per_char': 0.3090814507889469, 'uncond_total_prob': 3.4785141729262373e-06, 'norm_correct_prob': 0.30365261132270605, 'norm_correct_prob_per_token': 0.25652461266012916, 'norm_correct_prob_per_char': 0.24946016787521405, 'primary_metric': 0.3117283950617284}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.4753086419753085, 'predicted_index_per_token': 1.5123456790123457, 'predicted_index_per_char': 1.4290123456790123, 'predicted_index_per_byte': 1.4290123456790123, 'predicted_index_uncond': 1.382716049382716, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2932098765432099, 'acc_per_token': 0.25925925925925924, 'acc_per_char': 0.22839506172839505, 'acc_per_byte': 0.22839506172839505, 'acc_uncond': 0.24691358024691357, 'no_answer': 0.0, 'sum_logits_corr': -29.272104145568093, 'logits_per_token_corr': -3.914723324574304, 'logits_per_char_corr': -0.9130517429065185, 'bits_per_byte_corr': 1.316410000164323, 'correct_prob': 0.0005400943500849286, 'correct_prob_per_token': 0.04709461051624632, 'correct_prob_per_char': 0.4405243296729643, 'margin': -0.00033288844656086347, 'margin_per_token': -0.024393953612192293, 'margin_per_char': -0.0707087632939202, 'total_prob': 0.0017004027082307045, 'total_prob_per_token': 0.18050376976921764, 'total_prob_per_char': 1.7543299448382021, 'uncond_correct_prob': 5.859064172482944e-07, 'uncond_correct_prob_per_token': 0.011457526525578153, 'uncond_correct_prob_per_char': 0.30998925107868425, 'uncond_total_prob': 3.55327031004945e-06, 'norm_correct_prob': 0.30008398527501823, 'norm_correct_prob_per_token': 0.26103918019843103, 'norm_correct_prob_per_char': 0.24944763656818664, 'primary_metric': 0.2932098765432099}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.4660493827160495, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.4660493827160495, 'predicted_index_per_byte': 1.537037037037037, 'predicted_index_uncond': 1.3858024691358024, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.31790123456790126, 'acc_per_token': 0.2716049382716049, 'acc_per_char': 0.23148148148148148, 'acc_per_byte': 0.25308641975308643, 'acc_uncond': 0.29012345679012347, 'no_answer': 0.0, 'sum_logits_corr': -29.29278223750032, 'logits_per_token_corr': -3.906945408203714, 'logits_per_char_corr': -0.9116025190369534, 'logits_per_byte_corr': 1.314395822124762, 'correct_prob': 0.0003746059938379216, 'correct_prob_per_token': 0.04479098627495704, 'correct_prob_per_char': 0.4391580025889693, 'margin': -0.0003815151980886617, 'margin_per_token': -0.023543907122315, 'margin_per_char': -0.06745062872392255, 'total_prob': 0.0013224386516050924, 'total_prob_per_token': 0.1716114076344093, 'total_prob_per_char': 1.7443440751422836, 'uncond_correct_prob': 7.012075309523096e-07, 'uncond_correct_prob_per_token': 0.012166494551203548, 'uncond_correct_prob_per_char': 0.31118249668816605, 'uncond_total_prob': 4.60072537078475e-06, 'norm_correct_prob': 0.31233950142074973, 'norm_correct_prob_per_token': 0.26028810174366596, 'norm_correct_prob_per_char': 0.25038258976441313, 'primary_metric': 0.31790123456790126}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4722222222222223, 'predicted_index_per_token': 1.5154320987654322, 'predicted_index_per_char': 1.4660493827160495, 'predicted_index_per_byte': 1.4660493827160495, 'predicted_index_uncond': 1.3271604938271604, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.33024691358024694, 'acc_per_token': 0.24382716049382716, 'acc_per_char': 0.24382716049382716, 'acc_per_byte': 0.24382716049382716, 'acc_uncond': 0.2808641975308642, 'no_answer': 0.0, 'sum_logits_corr': -28.818459312121075, 'logits_per_token_corr': -3.8911731716423583, 'logits_per_char_corr': -0.9106607216964433, 'bits_per_byte_corr': 1.3129868911837075, 'correct_prob': 0.00039313645519750505, 'correct_prob_per_token': 0.04550416537452837, 'correct_prob_per_char': 0.44072698323742965, 'margin': -0.00014898737072893936, 'margin_per_token': -0.025836298734674294, 'margin_per_char': -0.07160469221810248, 'total_prob': 0.0011294370082730876, 'total_prob_per_token': 0.17917257375761145, 'total_prob_per_char': 1.7586763798763458, 'uncond_correct_prob': 5.731367656438559e-07, 'uncond_correct_prob_per_token': 0.011245638769334227, 'uncond_correct_prob_per_char': 0.3073888489648529, 'uncond_total_prob': 3.0655108347415835e-06, 'norm_correct_prob': 0.30742578637932066, 'norm_correct_prob_per_token': 0.256721645967646, 'norm_correct_prob_per_char': 0.24935783116705754, 'primary_metric': 0.33024691358024694}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4876543209876543, 'predicted_index_per_token': 1.521604938271605, 'predicted_index_per_char': 1.4475308641975309, 'predicted_index_per_byte': 1.4475308641975309, 'predicted_index_uncond': 1.4166666666666667, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2993827160493827, 'acc_per_token': 0.25617283950617287, 'acc_per_char': 0.24074074074074073, 'acc_per_byte': 0.24074074074074073, 'acc_uncond': 0.25617283950617287, 'no_answer': 0.0, 'sum_logits_corr': -29.106768611772562, 'logits_per_token_corr': -3.8865421852988042, 'logits_per_char_corr': -0.9067353970232911, 'bits_per_byte_corr': 1.307324428804036, 'correct_prob': 0.000565596025295706, 'correct_prob_per_token': 0.04787617053154213, 'correct_prob_per_char': 0.44274493773479356, 'margin': -0.0004355819458172545, 'margin_per_token': -0.02454346018474469, 'margin_per_char': -0.07009110097868046, 'total_prob': 0.0018690128038263817, 'total_prob_per_token': 0.1830445620989264, 'total_prob_per_char': 1.7620198695256035, 'uncond_correct_prob': 6.064151665538663e-07, 'uncond_correct_prob_per_token': 0.011860484818162455, 'uncond_correct_prob_per_char': 0.3120181091089349, 'uncond_total_prob': 3.712849333761635e-06, 'norm_correct_prob': 0.3008872170533505, 'norm_correct_prob_per_token': 0.26160591022072505, 'norm_correct_prob_per_char': 0.24965920659017227, 'primary_metric': 0.2993827160493827}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4506172839506173, 'predicted_index_per_token': 1.5617283950617284, 'predicted_index_per_char': 1.4598765432098766, 'predicted_index_per_byte': 1.5462962962962963, 'predicted_index_uncond': 1.3611111111111112, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.31790123456790126, 'acc_per_token': 0.2654320987654321, 'acc_per_char': 0.23765432098765432, 'acc_per_byte': 0.25925925925925924, 'acc_uncond': 0.29012345679012347, 'no_answer': 0.0, 'sum_logits_corr': -29.309678947484052, 'logits_per_token_corr': -3.9223441851332526, 'logits_per_char_corr': -0.9158740863961852, 'logits_per_byte_corr': 1.3205648476662186, 'correct_prob': 0.0003337039527839898, 'correct_prob_per_token': 0.044556994644925636, 'correct_prob_per_char': 0.4380522976091426, 'margin': -0.0004700310338190217, 'margin_per_token': -0.02303222764847075, 'margin_per_char': -0.06802197164469363, 'total_prob': 0.0013244717595338443, 'total_prob_per_token': 0.17064223020149602, 'total_prob_per_char': 1.7410318860482923, 'uncond_correct_prob': 6.54045904678765e-07, 'uncond_correct_prob_per_token': 0.012100547103145311, 'uncond_correct_prob_per_char': 0.31057307663154465, 'uncond_total_prob': 4.268730445848639e-06, 'norm_correct_prob': 0.30984591132498485, 'norm_correct_prob_per_token': 0.2595403752604168, 'norm_correct_prob_per_char': 0.250118554914001, 'primary_metric': 0.31790123456790126}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.462962962962963, 'predicted_index_per_token': 1.537037037037037, 'predicted_index_per_char': 1.4537037037037037, 'predicted_index_per_byte': 1.4567901234567902, 'predicted_index_uncond': 1.3302469135802468, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.33024691358024694, 'acc_per_token': 0.24382716049382716, 'acc_per_char': 0.24691358024691357, 'acc_per_byte': 0.24382716049382716, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -28.769526217454747, 'logits_per_token_corr': -3.894677575116169, 'logits_per_char_corr': -0.9113840288366827, 'bits_per_byte_corr': 1.31402060443983, 'correct_prob': 0.00040328509139415095, 'correct_prob_per_token': 0.04565532323197526, 'correct_prob_per_char': 0.4406412985799435, 'margin': -9.350404597775812e-05, 'margin_per_token': -0.025672988035285168, 'margin_per_char': -0.07191633879119783, 'total_prob': 0.0010562150020864212, 'total_prob_per_token': 0.1791378603787912, 'total_prob_per_char': 1.7589431338715924, 'uncond_correct_prob': 6.155705607473039e-07, 'uncond_correct_prob_per_token': 0.011199625729555995, 'uncond_correct_prob_per_char': 0.3064015420185387, 'uncond_total_prob': 3.3302944931007532e-06, 'norm_correct_prob': 0.30681620454380737, 'norm_correct_prob_per_token': 0.2557899626890036, 'norm_correct_prob_per_char': 0.2492332941827717, 'primary_metric': 0.33024691358024694}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.5030864197530864, 'predicted_index_per_token': 1.5185185185185186, 'predicted_index_per_char': 1.4598765432098766, 'predicted_index_per_byte': 1.4598765432098766, 'predicted_index_uncond': 1.4135802469135803, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.30864197530864196, 'acc_per_token': 0.2623456790123457, 'acc_per_char': 0.24382716049382716, 'acc_per_byte': 0.24382716049382716, 'acc_uncond': 0.23765432098765432, 'no_answer': 0.0, 'sum_logits_corr': -28.99090674556332, 'logits_per_token_corr': -3.863201955814096, 'logits_per_char_corr': -0.8992201277391816, 'bits_per_byte_corr': 1.2964888751710781, 'correct_prob': 0.0005799696374963843, 'correct_prob_per_token': 0.04889318728102179, 'correct_prob_per_char': 0.44489801742556356, 'margin': -0.0004325415368017986, 'margin_per_token': -0.024835214232372258, 'margin_per_char': -0.07002605236290892, 'total_prob': 0.0019181349513866916, 'total_prob_per_token': 0.18671595287360016, 'total_prob_per_char': 1.7698373132148064, 'uncond_correct_prob': 6.494846426084468e-07, 'uncond_correct_prob_per_token': 0.011599029258117252, 'uncond_correct_prob_per_char': 0.30960911212508097, 'uncond_total_prob': 3.817562650972699e-06, 'norm_correct_prob': 0.3020337991131759, 'norm_correct_prob_per_token': 0.2621558382364901, 'norm_correct_prob_per_char': 0.24990117729055758, 'primary_metric': 0.30864197530864196}
|
90M
|
FineWeb-Pro
|
mmlu_prehistory
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4506172839506173, 'predicted_index_per_token': 1.5432098765432098, 'predicted_index_per_char': 1.4722222222222223, 'predicted_index_per_byte': 1.5833333333333333, 'predicted_index_uncond': 1.376543209876543, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.32098765432098764, 'acc_per_token': 0.2654320987654321, 'acc_per_char': 0.24074074074074073, 'acc_per_byte': 0.25308641975308643, 'acc_uncond': 0.29012345679012347, 'no_answer': 0.0, 'sum_logits_corr': -29.24357843251876, 'logits_per_token_corr': -3.907067230818276, 'logits_per_char_corr': -0.9111799395305804, 'logits_per_byte_corr': 1.3137983261941981, 'correct_prob': 0.00035469473266795757, 'correct_prob_per_token': 0.045149822830039765, 'correct_prob_per_char': 0.43951875786682665, 'margin': -0.000484233257754821, 'margin_per_token': -0.023506910973619833, 'margin_per_char': -0.06796110841629743, 'total_prob': 0.001384025617190301, 'total_prob_per_token': 0.17311296761388634, 'total_prob_per_char': 1.7467106024581256, 'uncond_correct_prob': 6.346689293238749e-07, 'uncond_correct_prob_per_token': 0.012134843569243284, 'uncond_correct_prob_per_char': 0.31061295271302514, 'uncond_total_prob': 4.326532810322346e-06, 'norm_correct_prob': 0.3090544978784501, 'norm_correct_prob_per_token': 0.26030608471701955, 'norm_correct_prob_per_char': 0.25012186269826003, 'primary_metric': 0.32098765432098764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.6560283687943262, 'predicted_index_per_token': 1.4326241134751774, 'predicted_index_per_char': 1.7304964539007093, 'predicted_index_per_byte': 1.7198581560283688, 'predicted_index_uncond': 1.553191489361702, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25177304964539005, 'acc_per_token': 0.25886524822695034, 'acc_per_char': 0.23404255319148937, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.23049645390070922, 'no_answer': 0.0, 'sum_logits_corr': -96.88250962385895, 'logits_per_token_corr': -10.960203489494301, 'logits_per_char_corr': -3.2903140671661046, 'bits_per_byte_corr': 4.742666910551134, 'correct_prob': 3.0428582012244254e-07, 'correct_prob_per_token': 1.7638427149630445e-05, 'correct_prob_per_char': 0.0875072554257627, 'margin': -3.893381412186416e-07, 'margin_per_token': -2.0392127414587385e-06, 'margin_per_char': -0.02132557001261968, 'total_prob': 1.1662763120861104e-06, 'total_prob_per_token': 7.052692859316289e-05, 'total_prob_per_char': 0.34747732024167305, 'uncond_correct_prob': 4.155784280229796e-07, 'uncond_correct_prob_per_token': 1.9695093665202005e-05, 'uncond_correct_prob_per_char': 0.08821185262609813, 'uncond_total_prob': 1.2486361460806765e-06, 'norm_correct_prob': 0.25094981364339, 'norm_correct_prob_per_token': 0.24971727206511254, 'norm_correct_prob_per_char': 0.2517494090598519, 'primary_metric': 0.25177304964539005}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.627659574468085, 'predicted_index_per_token': 1.6063829787234043, 'predicted_index_per_char': 1.673758865248227, 'predicted_index_per_byte': 1.673758865248227, 'predicted_index_uncond': 1.624113475177305, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25177304964539005, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.24822695035460993, 'acc_per_byte': 0.24468085106382978, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -97.15869195748728, 'logits_per_token_corr': -10.99099329727328, 'logits_per_char_corr': -3.290771491064277, 'bits_per_byte_corr': 4.743372367214063, 'correct_prob': 3.211745405317816e-07, 'correct_prob_per_token': 1.7211601237935616e-05, 'correct_prob_per_char': 0.08640925289403781, 'margin': -3.418910642156883e-07, 'margin_per_token': -2.49644771356328e-06, 'margin_per_char': -0.021997471512542246, 'total_prob': 1.2059501047724932e-06, 'total_prob_per_token': 6.9745762268171e-05, 'total_prob_per_char': 0.34412505397630194, 'uncond_correct_prob': 3.656034999397215e-07, 'uncond_correct_prob_per_token': 1.7140981150005437e-05, 'uncond_correct_prob_per_char': 0.08650498506420407, 'uncond_total_prob': 1.2847817264994328e-06, 'norm_correct_prob': 0.2535751253025609, 'norm_correct_prob_per_token': 0.24739115366805317, 'norm_correct_prob_per_char': 0.25178148988616766, 'primary_metric': 0.25177304964539005}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.6702127659574468, 'predicted_index_per_token': 1.7269503546099292, 'predicted_index_per_char': 1.7340425531914894, 'predicted_index_per_byte': 1.3936170212765957, 'predicted_index_uncond': 1.5780141843971631, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2375886524822695, 'acc_per_token': 0.20921985815602837, 'acc_per_char': 0.21631205673758866, 'acc_per_byte': 0.2375886524822695, 'acc_uncond': 0.2730496453900709, 'no_answer': 0.0, 'sum_logits_corr': -96.78769796790806, 'logits_per_token_corr': -10.91258266615492, 'logits_per_char_corr': -3.2706884948748813, 'logits_per_byte_corr': 4.714380900197687, 'correct_prob': 4.240852055140866e-07, 'correct_prob_per_token': 1.855940099264915e-05, 'correct_prob_per_char': 0.0878264109236068, 'margin': -3.749265694906163e-07, 'margin_per_token': -3.009535207540995e-06, 'margin_per_char': -0.021953262213721347, 'total_prob': 1.4849877385617105e-06, 'total_prob_per_token': 7.535903217058826e-05, 'total_prob_per_char': 0.3493699268163672, 'uncond_correct_prob': 3.428250646525168e-07, 'uncond_correct_prob_per_token': 2.019127440890485e-05, 'uncond_correct_prob_per_char': 0.08936427123964066, 'uncond_total_prob': 1.1937378616421506e-06, 'norm_correct_prob': 0.24765710771279023, 'norm_correct_prob_per_token': 0.24641820333754183, 'norm_correct_prob_per_char': 0.2511829224097202, 'primary_metric': 0.2375886524822695}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.375886524822695, 'predicted_index_per_token': 1.4539007092198581, 'predicted_index_per_char': 1.3333333333333333, 'predicted_index_per_byte': 1.3368794326241136, 'predicted_index_uncond': 1.4042553191489362, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.23404255319148937, 'acc_per_char': 0.25177304964539005, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.24468085106382978, 'no_answer': 0.0, 'sum_logits_corr': -38.57353046092581, 'logits_per_token_corr': -4.524202367525989, 'logits_per_char_corr': -1.2460582579266097, 'bits_per_byte_corr': 1.7957799954543237, 'correct_prob': 0.00012257762947428185, 'correct_prob_per_token': 0.028862267083806344, 'correct_prob_per_char': 0.3349388184938063, 'margin': -0.0003179690917664368, 'margin_per_token': -0.018257598667756468, 'margin_per_char': -0.053157417166606755, 'total_prob': 0.0006793514301465313, 'total_prob_per_token': 0.1173262538121765, 'total_prob_per_char': 1.3300768464484085, 'uncond_correct_prob': 3.209933479319869e-05, 'uncond_correct_prob_per_token': 0.011456389988314076, 'uncond_correct_prob_per_char': 0.2728495972224286, 'uncond_total_prob': 0.00018033051487506015, 'norm_correct_prob': 0.25868739388008316, 'norm_correct_prob_per_token': 0.24362826707128518, 'norm_correct_prob_per_char': 0.2534002579008276, 'primary_metric': 0.26595744680851063}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.351063829787234, 'predicted_index_per_token': 1.4539007092198581, 'predicted_index_per_char': 1.3687943262411348, 'predicted_index_per_byte': 1.3687943262411348, 'predicted_index_uncond': 1.5354609929078014, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25886524822695034, 'acc_per_token': 0.24468085106382978, 'acc_per_char': 0.2695035460992908, 'acc_per_byte': 0.2695035460992908, 'acc_uncond': 0.2730496453900709, 'no_answer': 0.0, 'sum_logits_corr': -38.198261107113346, 'logits_per_token_corr': -4.484080108094653, 'logits_per_char_corr': -1.2242072249045068, 'bits_per_byte_corr': 1.764125161000218, 'correct_prob': 0.0002842961740683331, 'correct_prob_per_token': 0.03362655019899556, 'correct_prob_per_char': 0.34243050073344133, 'margin': -0.0003488875467682889, 'margin_per_token': -0.019349942552533753, 'margin_per_char': -0.0569525502705359, 'total_prob': 0.001110965010719847, 'total_prob_per_token': 0.13420842152613466, 'total_prob_per_char': 1.3626295251380383, 'uncond_correct_prob': 2.7614802724134536e-05, 'uncond_correct_prob_per_token': 0.00919900679735667, 'uncond_correct_prob_per_char': 0.2626166100431968, 'uncond_total_prob': 0.00012001348080304156, 'norm_correct_prob': 0.2631711839905061, 'norm_correct_prob_per_token': 0.24086023525041364, 'norm_correct_prob_per_char': 0.25272615190894165, 'primary_metric': 0.25886524822695034}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.3546099290780143, 'predicted_index_per_token': 1.4361702127659575, 'predicted_index_per_char': 1.4042553191489362, 'predicted_index_per_byte': 1.7092198581560283, 'predicted_index_uncond': 1.5, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2907801418439716, 'acc_per_token': 0.25886524822695034, 'acc_per_char': 0.2907801418439716, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.2730496453900709, 'no_answer': 0.0, 'sum_logits_corr': -38.35905916640099, 'logits_per_token_corr': -4.500163433567533, 'logits_per_char_corr': -1.2274897826963223, 'logits_per_byte_corr': 1.7688172426282505, 'correct_prob': 0.00014088472715811413, 'correct_prob_per_token': 0.028221191664802896, 'correct_prob_per_char': 0.33576635918567027, 'margin': -0.0002614129877381309, 'margin_per_token': -0.015014029807694396, 'margin_per_char': -0.049502605135525034, 'total_prob': 0.0006669475780883566, 'total_prob_per_token': 0.11170215429267037, 'total_prob_per_char': 1.328928716918903, 'uncond_correct_prob': 8.739167989509162e-06, 'uncond_correct_prob_per_token': 0.008377056953705029, 'uncond_correct_prob_per_char': 0.26099620908894805, 'uncond_total_prob': 3.770558301568908e-05, 'norm_correct_prob': 0.28376955841541557, 'norm_correct_prob_per_token': 0.24744751986244054, 'norm_correct_prob_per_char': 0.25598418598005007, 'primary_metric': 0.2907801418439716}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.3581560283687943, 'predicted_index_per_token': 1.425531914893617, 'predicted_index_per_char': 1.4680851063829787, 'predicted_index_per_byte': 1.4680851063829787, 'predicted_index_uncond': 1.4042553191489362, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.22695035460992907, 'acc_per_char': 0.24113475177304963, 'acc_per_byte': 0.24113475177304963, 'acc_uncond': 0.2801418439716312, 'no_answer': 0.0, 'sum_logits_corr': -36.554078954331416, 'logits_per_token_corr': -4.290574893946905, 'logits_per_char_corr': -1.171055351602662, 'bits_per_byte_corr': 1.687690366208172, 'correct_prob': 0.00023914951056065395, 'correct_prob_per_token': 0.03591538183832976, 'correct_prob_per_char': 0.35434272892179147, 'margin': -0.00021562166911458716, 'margin_per_token': -0.0169566466390884, 'margin_per_char': -0.051820302682852905, 'total_prob': 0.0008660138298627649, 'total_prob_per_token': 0.13722763541667587, 'total_prob_per_char': 1.398891808021703, 'uncond_correct_prob': 1.382177068670183e-05, 'uncond_correct_prob_per_token': 0.010673872412173751, 'uncond_correct_prob_per_char': 0.2749616441724238, 'uncond_total_prob': 6.230324710603518e-05, 'norm_correct_prob': 0.28275053476421014, 'norm_correct_prob_per_token': 0.24426847797456772, 'norm_correct_prob_per_char': 0.25494704323339307, 'primary_metric': 0.2765957446808511}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.2659574468085106, 'predicted_index_per_token': 1.429078014184397, 'predicted_index_per_char': 1.4113475177304964, 'predicted_index_per_byte': 1.4042553191489362, 'predicted_index_uncond': 1.5070921985815602, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2695035460992908, 'acc_per_token': 0.2198581560283688, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.25886524822695034, 'acc_uncond': 0.2375886524822695, 'no_answer': 0.0, 'sum_logits_corr': -36.32248938506377, 'logits_per_token_corr': -4.218944819516632, 'logits_per_char_corr': -1.125532831113951, 'bits_per_byte_corr': 1.6219325780893246, 'correct_prob': 0.0005180771704048498, 'correct_prob_per_token': 0.04273465837214144, 'correct_prob_per_char': 0.3647193547289473, 'margin': -0.00096198824130703, 'margin_per_token': -0.02284056664218703, 'margin_per_char': -0.05866687853684182, 'total_prob': 0.0025695871616436086, 'total_prob_per_token': 0.17139452760943036, 'total_prob_per_char': 1.4527405491064966, 'uncond_correct_prob': 1.6516938095635527e-05, 'uncond_correct_prob_per_token': 0.01008519444369164, 'uncond_correct_prob_per_char': 0.2719340277271654, 'uncond_total_prob': 7.355274570553555e-05, 'norm_correct_prob': 0.2667522787079621, 'norm_correct_prob_per_token': 0.23745906730522715, 'norm_correct_prob_per_char': 0.2525743338117936, 'primary_metric': 0.2695035460992908}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.3687943262411348, 'predicted_index_per_token': 1.4432624113475176, 'predicted_index_per_char': 1.4680851063829787, 'predicted_index_per_byte': 1.6382978723404256, 'predicted_index_uncond': 1.4113475177304964, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.29432624113475175, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.25886524822695034, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -36.13134873758816, 'logits_per_token_corr': -4.137015474249895, 'logits_per_char_corr': -1.0930900738692257, 'logits_per_byte_corr': 1.5752002454685843, 'correct_prob': 0.0014582309975215465, 'correct_prob_per_token': 0.05080958323403265, 'correct_prob_per_char': 0.37529155839078204, 'margin': -0.001129148887907605, 'margin_per_token': -0.025085943637581685, 'margin_per_char': -0.06164003179197756, 'total_prob': 0.005139209034998849, 'total_prob_per_token': 0.19621213593832862, 'total_prob_per_char': 1.4858833894551702, 'uncond_correct_prob': 7.038296150888816e-06, 'uncond_correct_prob_per_token': 0.010225144162866831, 'uncond_correct_prob_per_char': 0.27365188489306347, 'uncond_total_prob': 2.258020286230236e-05, 'norm_correct_prob': 0.2812096871454099, 'norm_correct_prob_per_token': 0.24250715935650244, 'norm_correct_prob_per_char': 0.25325338861702745, 'primary_metric': 0.29432624113475175}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.351063829787234, 'predicted_index_per_token': 1.4184397163120568, 'predicted_index_per_char': 1.4361702127659575, 'predicted_index_per_byte': 1.4361702127659575, 'predicted_index_uncond': 1.400709219858156, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.25177304964539005, 'acc_per_char': 0.24822695035460993, 'acc_per_byte': 0.24822695035460993, 'acc_uncond': 0.25177304964539005, 'no_answer': 0.0, 'sum_logits_corr': -35.577911254362014, 'logits_per_token_corr': -4.144849265996982, 'logits_per_char_corr': -1.1001817597721795, 'bits_per_byte_corr': 1.5855547780598775, 'correct_prob': 0.0007952450419371994, 'correct_prob_per_token': 0.04968100369904966, 'correct_prob_per_char': 0.3758247314252276, 'margin': -0.0009612820581533297, 'margin_per_token': -0.025009973511072398, 'margin_per_char': -0.059974007809805316, 'total_prob': 0.0032776723592571047, 'total_prob_per_token': 0.19279446133401107, 'total_prob_per_char': 1.4809546423361764, 'uncond_correct_prob': 1.1042801445003067e-05, 'uncond_correct_prob_per_token': 0.01012144285124116, 'uncond_correct_prob_per_char': 0.2748327208916362, 'uncond_total_prob': 4.89067468224735e-05, 'norm_correct_prob': 0.27965363627529605, 'norm_correct_prob_per_token': 0.2487426018767315, 'norm_correct_prob_per_char': 0.256519244297028, 'primary_metric': 0.2730496453900709}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.3687943262411348, 'predicted_index_per_token': 1.4432624113475176, 'predicted_index_per_char': 1.3936170212765957, 'predicted_index_per_byte': 1.3936170212765957, 'predicted_index_uncond': 1.4929078014184398, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.24113475177304963, 'acc_per_token': 0.22340425531914893, 'acc_per_char': 0.24822695035460993, 'acc_per_byte': 0.24822695035460993, 'acc_uncond': 0.29432624113475175, 'no_answer': 0.0, 'sum_logits_corr': -34.959854689050225, 'logits_per_token_corr': -4.0966088987558145, 'logits_per_char_corr': -1.1165410157993665, 'bits_per_byte_corr': 1.609118508867002, 'correct_prob': 0.0003250848388471188, 'correct_prob_per_token': 0.04086191103534645, 'correct_prob_per_char': 0.3706801947488237, 'margin': -0.0008357889267979989, 'margin_per_token': -0.02499790825335146, 'margin_per_char': -0.06100065627891926, 'total_prob': 0.001903073493349709, 'total_prob_per_token': 0.16471128700847779, 'total_prob_per_char': 1.4743027413843017, 'uncond_correct_prob': 5.844505400520939e-06, 'uncond_correct_prob_per_token': 0.010404027415762167, 'uncond_correct_prob_per_char': 0.27595720080739355, 'uncond_total_prob': 3.0200694948952675e-05, 'norm_correct_prob': 0.2597514096562012, 'norm_correct_prob_per_token': 0.24148115709593904, 'norm_correct_prob_per_char': 0.2529806368343108, 'primary_metric': 0.24113475177304963}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.3687943262411348, 'predicted_index_per_token': 1.4645390070921986, 'predicted_index_per_char': 1.4645390070921986, 'predicted_index_per_byte': 1.5106382978723405, 'predicted_index_uncond': 1.5141843971631206, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.2375886524822695, 'acc_per_byte': 0.24113475177304963, 'acc_uncond': 0.21631205673758866, 'no_answer': 0.0, 'sum_logits_corr': -35.51588953217716, 'logits_per_token_corr': -4.138408918675134, 'logits_per_char_corr': -1.1268092235017781, 'logits_per_byte_corr': 1.6239783686933582, 'correct_prob': 0.0004479061666358197, 'correct_prob_per_token': 0.038947986206432965, 'correct_prob_per_char': 0.36632002097954774, 'margin': -0.0005419633623474636, 'margin_per_token': -0.020915457580261792, 'margin_per_char': -0.05600176795031017, 'total_prob': 0.0017286322583713169, 'total_prob_per_token': 0.15272976838585925, 'total_prob_per_char': 1.452276890319708, 'uncond_correct_prob': 1.017438006279422e-05, 'uncond_correct_prob_per_token': 0.009910478498179085, 'uncond_correct_prob_per_char': 0.2761436642209695, 'uncond_total_prob': 4.081256830634378e-05, 'norm_correct_prob': 0.279950064479017, 'norm_correct_prob_per_token': 0.2416278039932616, 'norm_correct_prob_per_char': 0.25407711493117147, 'primary_metric': 0.28368794326241137}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.375886524822695, 'predicted_index_per_token': 1.4219858156028369, 'predicted_index_per_char': 1.3794326241134751, 'predicted_index_per_byte': 1.375886524822695, 'predicted_index_uncond': 1.50354609929078, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.29432624113475175, 'acc_per_token': 0.2765957446808511, 'acc_per_char': 0.2730496453900709, 'acc_per_byte': 0.2730496453900709, 'acc_uncond': 0.2872340425531915, 'no_answer': 0.0, 'sum_logits_corr': -34.19344269045701, 'logits_per_token_corr': -3.954026344888503, 'logits_per_char_corr': -1.0612143615291312, 'bits_per_byte_corr': 1.5292708475766135, 'correct_prob': 0.0007377353076874614, 'correct_prob_per_token': 0.04979927697616406, 'correct_prob_per_char': 0.38652638822814406, 'margin': -0.0012839830163655693, 'margin_per_token': -0.026719060774058556, 'margin_per_char': -0.05952441762442609, 'total_prob': 0.003486319090914114, 'total_prob_per_token': 0.1953022016927154, 'total_prob_per_char': 1.5235256593348505, 'uncond_correct_prob': 8.643644024501655e-06, 'uncond_correct_prob_per_token': 0.010108882162869252, 'uncond_correct_prob_per_char': 0.27667261235133284, 'uncond_total_prob': 3.844685268972033e-05, 'norm_correct_prob': 0.27099982948060214, 'norm_correct_prob_per_token': 0.24836325429085074, 'norm_correct_prob_per_char': 0.255831223736616, 'primary_metric': 0.29432624113475175}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.3829787234042554, 'predicted_index_per_token': 1.475177304964539, 'predicted_index_per_char': 1.429078014184397, 'predicted_index_per_byte': 1.429078014184397, 'predicted_index_uncond': 1.5567375886524824, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2553191489361702, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.25177304964539005, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.2695035460992908, 'no_answer': 0.0, 'sum_logits_corr': -33.98043542804447, 'logits_per_token_corr': -3.967222044419484, 'logits_per_char_corr': -1.0719114236663818, 'bits_per_byte_corr': 1.5447944711521415, 'correct_prob': 0.0006779908552851656, 'correct_prob_per_token': 0.04832253536004878, 'correct_prob_per_char': 0.3851127265211943, 'margin': -0.0012216236023861438, 'margin_per_token': -0.026441258376819966, 'margin_per_char': -0.06058640592442497, 'total_prob': 0.003179989994504229, 'total_prob_per_token': 0.1922099343983073, 'total_prob_per_char': 1.5284646339602077, 'uncond_correct_prob': 1.1143160076551022e-05, 'uncond_correct_prob_per_token': 0.009839877091421843, 'uncond_correct_prob_per_char': 0.2711731859557853, 'uncond_total_prob': 8.222149130769129e-05, 'norm_correct_prob': 0.25388426754502924, 'norm_correct_prob_per_token': 0.23866054974375425, 'norm_correct_prob_per_char': 0.2513344265587574, 'primary_metric': 0.2553191489361702}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.2730496453900708, 'predicted_index_per_token': 1.3297872340425532, 'predicted_index_per_char': 1.425531914893617, 'predicted_index_per_byte': 1.648936170212766, 'predicted_index_uncond': 1.4148936170212767, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25886524822695034, 'acc_per_token': 0.25177304964539005, 'acc_per_char': 0.23404255319148937, 'acc_per_byte': 0.22695035460992907, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -34.472898317567, 'logits_per_token_corr': -4.013287982061737, 'logits_per_char_corr': -1.0705544056909637, 'logits_per_byte_corr': 1.5428008834426261, 'correct_prob': 0.000788736956496722, 'correct_prob_per_token': 0.048756603126369584, 'correct_prob_per_char': 0.3826025452613829, 'margin': -0.001706477378038307, 'margin_per_token': -0.027104389590977305, 'margin_per_char': -0.06090415617822349, 'total_prob': 0.004313180670822615, 'total_prob_per_token': 0.1954610901046003, 'total_prob_per_char': 1.5220618244642956, 'uncond_correct_prob': 9.268011599635184e-06, 'uncond_correct_prob_per_token': 0.011378851052609816, 'uncond_correct_prob_per_char': 0.28211870160077285, 'uncond_total_prob': 4.4575852075701784e-05, 'norm_correct_prob': 0.26323089530345345, 'norm_correct_prob_per_token': 0.24094492587010716, 'norm_correct_prob_per_char': 0.25289289627136263, 'primary_metric': 0.25886524822695034}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.3368794326241136, 'predicted_index_per_token': 1.4326241134751774, 'predicted_index_per_char': 1.4184397163120568, 'predicted_index_per_byte': 1.4219858156028369, 'predicted_index_uncond': 1.322695035460993, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.25177304964539005, 'acc_per_char': 0.25177304964539005, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.29432624113475175, 'no_answer': 0.0, 'sum_logits_corr': -33.97536416848501, 'logits_per_token_corr': -3.9256866159142705, 'logits_per_char_corr': -1.0486657190297, 'bits_per_byte_corr': 1.5112949268175835, 'correct_prob': 0.0012001470716914093, 'correct_prob_per_token': 0.05348479165918954, 'correct_prob_per_char': 0.3910617648578628, 'margin': -0.0020625136189535258, 'margin_per_token': -0.030967403498259934, 'margin_per_char': -0.06566613996482407, 'total_prob': 0.005441912915901932, 'total_prob_per_token': 0.20974531775429864, 'total_prob_per_char': 1.5445030668063193, 'uncond_correct_prob': 7.22240694765874e-06, 'uncond_correct_prob_per_token': 0.009172256162816477, 'uncond_correct_prob_per_char': 0.27067941552132585, 'uncond_total_prob': 3.625910572189373e-05, 'norm_correct_prob': 0.27384625865130774, 'norm_correct_prob_per_token': 0.24611040703424422, 'norm_correct_prob_per_char': 0.2545528391044123, 'primary_metric': 0.2765957446808511}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.3297872340425532, 'predicted_index_per_token': 1.446808510638298, 'predicted_index_per_char': 1.3829787234042554, 'predicted_index_per_byte': 1.3829787234042554, 'predicted_index_uncond': 1.5106382978723405, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.2624113475177305, 'acc_uncond': 0.25177304964539005, 'no_answer': 0.0, 'sum_logits_corr': -33.46259519225317, 'logits_per_token_corr': -3.910051082810461, 'logits_per_char_corr': -1.0498165849218677, 'bits_per_byte_corr': 1.5129175981255258, 'correct_prob': 0.0010620085604880077, 'correct_prob_per_token': 0.05335459224851541, 'correct_prob_per_char': 0.39323562260497996, 'margin': -0.001684300533758365, 'margin_per_token': -0.029507745625868918, 'margin_per_char': -0.06291029923725701, 'total_prob': 0.004861638972351116, 'total_prob_per_token': 0.21395126864784153, 'total_prob_per_char': 1.5636705015274788, 'uncond_correct_prob': 3.521788080286208e-05, 'uncond_correct_prob_per_token': 0.009367103192961586, 'uncond_correct_prob_per_char': 0.27225190226175555, 'uncond_total_prob': 0.00015770053954759585, 'norm_correct_prob': 0.25518517618613257, 'norm_correct_prob_per_token': 0.2377724408940649, 'norm_correct_prob_per_char': 0.25145750464237504, 'primary_metric': 0.26595744680851063}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.4078014184397163, 'predicted_index_per_token': 1.4645390070921986, 'predicted_index_per_char': 1.4432624113475176, 'predicted_index_per_byte': 1.574468085106383, 'predicted_index_uncond': 1.4361702127659575, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2695035460992908, 'acc_per_token': 0.26595744680851063, 'acc_per_char': 0.2553191489361702, 'acc_per_byte': 0.24822695035460993, 'acc_uncond': 0.2624113475177305, 'no_answer': 0.0, 'sum_logits_corr': -33.61321849941362, 'logits_per_token_corr': -3.903594769376856, 'logits_per_char_corr': -1.053453518337447, 'logits_per_byte_corr': 1.5180700657903887, 'correct_prob': 0.0008351482956896379, 'correct_prob_per_token': 0.050616464883367504, 'correct_prob_per_char': 0.3909068589374151, 'margin': -0.0013390829895284257, 'margin_per_token': -0.02580044140279281, 'margin_per_char': -0.05933909105507643, 'total_prob': 0.003724399175514875, 'total_prob_per_token': 0.19788743074608123, 'total_prob_per_char': 1.547766375070678, 'uncond_correct_prob': 1.5749079734676375e-05, 'uncond_correct_prob_per_token': 0.010897349775658408, 'uncond_correct_prob_per_char': 0.2779298478544324, 'uncond_total_prob': 6.325387998668717e-05, 'norm_correct_prob': 0.2679693320051428, 'norm_correct_prob_per_token': 0.24561815740005707, 'norm_correct_prob_per_char': 0.25370352829794873, 'primary_metric': 0.2695035460992908}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.3581560283687943, 'predicted_index_per_token': 1.4148936170212767, 'predicted_index_per_char': 1.4184397163120568, 'predicted_index_per_byte': 1.4219858156028369, 'predicted_index_uncond': 1.3156028368794326, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2907801418439716, 'acc_per_token': 0.25886524822695034, 'acc_per_char': 0.25886524822695034, 'acc_per_byte': 0.25886524822695034, 'acc_uncond': 0.2730496453900709, 'no_answer': 0.0, 'sum_logits_corr': -33.37608550626335, 'logits_per_token_corr': -3.8579545839954026, 'logits_per_char_corr': -1.023671111327709, 'bits_per_byte_corr': 1.4753223169109964, 'correct_prob': 0.0013965007366014838, 'correct_prob_per_token': 0.05801891961650048, 'correct_prob_per_char': 0.3987479279511263, 'margin': -0.002685510043235609, 'margin_per_token': -0.030782280443757856, 'margin_per_char': -0.0642236955269238, 'total_prob': 0.006604804465981888, 'total_prob_per_token': 0.22592656791998997, 'total_prob_per_char': 1.5740630165894034, 'uncond_correct_prob': 1.1312910653612002e-05, 'uncond_correct_prob_per_token': 0.010665493990219778, 'uncond_correct_prob_per_char': 0.2762387877502051, 'uncond_total_prob': 4.3226572099197e-05, 'norm_correct_prob': 0.2852987217490202, 'norm_correct_prob_per_token': 0.24667684421084615, 'norm_correct_prob_per_char': 0.25448181444328966, 'primary_metric': 0.2907801418439716}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.3687943262411348, 'predicted_index_per_token': 1.4822695035460993, 'predicted_index_per_char': 1.4113475177304964, 'predicted_index_per_byte': 1.4113475177304964, 'predicted_index_uncond': 1.5, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2553191489361702, 'acc_per_token': 0.24468085106382978, 'acc_per_char': 0.26595744680851063, 'acc_per_byte': 0.26595744680851063, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -33.89596543075345, 'logits_per_token_corr': -3.964724424366134, 'logits_per_char_corr': -1.0774115400988427, 'bits_per_byte_corr': 1.5527242023763896, 'correct_prob': 0.0005399410053761178, 'correct_prob_per_token': 0.046943826189804326, 'correct_prob_per_char': 0.38427937507448146, 'margin': -0.0009265726266935629, 'margin_per_token': -0.02561132139339763, 'margin_per_char': -0.059268296213781685, 'total_prob': 0.0025427852691044133, 'total_prob_per_token': 0.1852973520803602, 'total_prob_per_char': 1.5223006792832172, 'uncond_correct_prob': 5.260777769024433e-06, 'uncond_correct_prob_per_token': 0.007795096885197763, 'uncond_correct_prob_per_char': 0.2636537449632572, 'uncond_total_prob': 3.0190397462750094e-05, 'norm_correct_prob': 0.2676603841057432, 'norm_correct_prob_per_token': 0.2426477933344686, 'norm_correct_prob_per_char': 0.2534294088109889, 'primary_metric': 0.2553191489361702}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.3156028368794326, 'predicted_index_per_token': 1.400709219858156, 'predicted_index_per_char': 1.3936170212765957, 'predicted_index_per_byte': 1.6347517730496455, 'predicted_index_uncond': 1.429078014184397, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2801418439716312, 'acc_per_token': 0.2765957446808511, 'acc_per_char': 0.2801418439716312, 'acc_per_byte': 0.22695035460992907, 'acc_uncond': 0.2765957446808511, 'no_answer': 0.0, 'sum_logits_corr': -33.69960508786195, 'logits_per_token_corr': -3.9120374132640108, 'logits_per_char_corr': -1.0434174278582962, 'logits_per_byte_corr': 1.5036575216985069, 'correct_prob': 0.001118737574182309, 'correct_prob_per_token': 0.05494264167913138, 'correct_prob_per_char': 0.39403966092413967, 'margin': -0.0020310404377114595, 'margin_per_token': -0.028067549994850394, 'margin_per_char': -0.05981428432038451, 'total_prob': 0.005409070760117593, 'total_prob_per_token': 0.2153031423198835, 'total_prob_per_char': 1.554273672680818, 'uncond_correct_prob': 1.4725765502009497e-05, 'uncond_correct_prob_per_token': 0.012423155122811828, 'uncond_correct_prob_per_char': 0.2879256549194184, 'uncond_total_prob': 7.301139912745992e-05, 'norm_correct_prob': 0.27446010636447116, 'norm_correct_prob_per_token': 0.2487414952032524, 'norm_correct_prob_per_char': 0.25581918479032406, 'primary_metric': 0.2801418439716312}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.3829787234042554, 'predicted_index_per_token': 1.4539007092198581, 'predicted_index_per_char': 1.4219858156028369, 'predicted_index_per_byte': 1.425531914893617, 'predicted_index_uncond': 1.4078014184397163, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.23404255319148937, 'acc_per_char': 0.24113475177304963, 'acc_per_byte': 0.24113475177304963, 'acc_uncond': 0.1950354609929078, 'no_answer': 0.0, 'sum_logits_corr': -33.301536338549134, 'logits_per_token_corr': -3.853160463155455, 'logits_per_char_corr': -1.0265122958043957, 'bits_per_byte_corr': 1.4792314989493376, 'correct_prob': 0.0012113368260966027, 'correct_prob_per_token': 0.05691515676526254, 'correct_prob_per_char': 0.39860427350542443, 'margin': -0.0019463812461693781, 'margin_per_token': -0.030577755814522753, 'margin_per_char': -0.06465171143038487, 'total_prob': 0.005838229226767248, 'total_prob_per_token': 0.2257826856484366, 'total_prob_per_char': 1.5789851265787598, 'uncond_correct_prob': 2.0357443460204117e-05, 'uncond_correct_prob_per_token': 0.01013577259572428, 'uncond_correct_prob_per_char': 0.2741471411082916, 'uncond_total_prob': 7.154378141677516e-05, 'norm_correct_prob': 0.27364622484311124, 'norm_correct_prob_per_token': 0.24292150096313517, 'norm_correct_prob_per_char': 0.2537011221606459, 'primary_metric': 0.26595744680851063}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.3971631205673758, 'predicted_index_per_token': 1.4716312056737588, 'predicted_index_per_char': 1.3900709219858156, 'predicted_index_per_byte': 1.400709219858156, 'predicted_index_uncond': 1.4893617021276595, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2553191489361702, 'acc_per_token': 0.23404255319148937, 'acc_per_char': 0.2695035460992908, 'acc_per_byte': 0.2695035460992908, 'acc_uncond': 0.25177304964539005, 'no_answer': 0.0, 'sum_logits_corr': -33.67427020292756, 'logits_per_token_corr': -3.9455931296544873, 'logits_per_char_corr': -1.0582910707282929, 'bits_per_byte_corr': 1.524963725012235, 'correct_prob': 0.0009376622489107071, 'correct_prob_per_token': 0.05190070198891551, 'correct_prob_per_char': 0.39043110178262275, 'margin': -0.00185607273107289, 'margin_per_token': -0.02678848243188138, 'margin_per_char': -0.060832677409224864, 'total_prob': 0.004724958563103398, 'total_prob_per_token': 0.20597745519520372, 'total_prob_per_char': 1.5502918391540372, 'uncond_correct_prob': 1.4232010486274765e-05, 'uncond_correct_prob_per_token': 0.009667135556918074, 'uncond_correct_prob_per_char': 0.2749108894413575, 'uncond_total_prob': 5.121912105701091e-05, 'norm_correct_prob': 0.25670073014338807, 'norm_correct_prob_per_token': 0.23999504484576756, 'norm_correct_prob_per_char': 0.25302911519343735, 'primary_metric': 0.2553191489361702}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.3546099290780143, 'predicted_index_per_token': 1.4645390070921986, 'predicted_index_per_char': 1.3971631205673758, 'predicted_index_per_byte': 1.677304964539007, 'predicted_index_uncond': 1.429078014184397, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.2553191489361702, 'acc_per_char': 0.2553191489361702, 'acc_per_byte': 0.21631205673758866, 'acc_uncond': 0.2695035460992908, 'no_answer': 0.0, 'sum_logits_corr': -33.61810638380389, 'logits_per_token_corr': -3.8820899026292546, 'logits_per_char_corr': -1.041226213686017, 'logits_per_byte_corr': 1.5005595726347722, 'correct_prob': 0.0012283798234228667, 'correct_prob_per_token': 0.05418625599900861, 'correct_prob_per_char': 0.39513068562178, 'margin': -0.00184251768218261, 'margin_per_token': -0.02718819612660443, 'margin_per_char': -0.059214124886229354, 'total_prob': 0.0054220612056200225, 'total_prob_per_token': 0.2094311682620298, 'total_prob_per_char': 1.5571282416011702, 'uncond_correct_prob': 1.1169328462556444e-05, 'uncond_correct_prob_per_token': 0.010095202712347344, 'uncond_correct_prob_per_char': 0.27563668968001914, 'uncond_total_prob': 4.146444800030262e-05, 'norm_correct_prob': 0.2761204735958271, 'norm_correct_prob_per_token': 0.24816298944856782, 'norm_correct_prob_per_char': 0.25489675045175175, 'primary_metric': 0.2765957446808511}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.2624113475177305, 'predicted_index_per_token': 1.3368794326241136, 'predicted_index_per_char': 1.3439716312056738, 'predicted_index_per_byte': 1.351063829787234, 'predicted_index_uncond': 1.5177304964539007, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2872340425531915, 'acc_per_token': 0.2730496453900709, 'acc_per_char': 0.25177304964539005, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.28368794326241137, 'no_answer': 0.0, 'sum_logits_corr': -32.885700947004004, 'logits_per_token_corr': -3.8143378930038785, 'logits_per_char_corr': -1.0206708442687433, 'bits_per_byte_corr': 1.4707913360612221, 'correct_prob': 0.0013529297581815773, 'correct_prob_per_token': 0.05860290527905851, 'correct_prob_per_char': 0.4021737936916184, 'margin': -0.0019123951000944652, 'margin_per_token': -0.029781279390037357, 'margin_per_char': -0.06274219083801658, 'total_prob': 0.0058963319145137185, 'total_prob_per_token': 0.22700023884158826, 'total_prob_per_char': 1.586636107768076, 'uncond_correct_prob': 3.4704365805097156e-06, 'uncond_correct_prob_per_token': 0.009235895665738944, 'uncond_correct_prob_per_char': 0.27235000307964374, 'uncond_total_prob': 1.613217971587255e-05, 'norm_correct_prob': 0.2815840180934401, 'norm_correct_prob_per_token': 0.2465038689096571, 'norm_correct_prob_per_char': 0.25439353996130315, 'primary_metric': 0.2872340425531915}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.375886524822695, 'predicted_index_per_token': 1.4609929078014185, 'predicted_index_per_char': 1.3617021276595744, 'predicted_index_per_byte': 1.3617021276595744, 'predicted_index_uncond': 1.4858156028368794, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2695035460992908, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.26595744680851063, 'acc_per_byte': 0.26595744680851063, 'acc_uncond': 0.2907801418439716, 'no_answer': 0.0, 'sum_logits_corr': -33.521881028270045, 'logits_per_token_corr': -3.9127398359237633, 'logits_per_char_corr': -1.0330392314544687, 'bits_per_byte_corr': 1.4886348578933053, 'correct_prob': 0.0016503783416618757, 'correct_prob_per_token': 0.05844632728745736, 'correct_prob_per_char': 0.39753030964536124, 'margin': -0.0025902513217756985, 'margin_per_token': -0.033076905415366564, 'margin_per_char': -0.06561191951527588, 'total_prob': 0.007580918056945637, 'total_prob_per_token': 0.2338127903345268, 'total_prob_per_char': 1.5762310169343585, 'uncond_correct_prob': 8.186786173281665e-06, 'uncond_correct_prob_per_token': 0.008748765927620306, 'uncond_correct_prob_per_char': 0.26854160481856204, 'uncond_total_prob': 4.187128334471104e-05, 'norm_correct_prob': 0.26601162318180016, 'norm_correct_prob_per_token': 0.24124092905002023, 'norm_correct_prob_per_char': 0.25422434685005574, 'primary_metric': 0.2695035460992908}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.2836879432624113, 'predicted_index_per_token': 1.400709219858156, 'predicted_index_per_char': 1.4078014184397163, 'predicted_index_per_byte': 1.6666666666666667, 'predicted_index_uncond': 1.400709219858156, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2801418439716312, 'acc_per_token': 0.24822695035460993, 'acc_per_char': 0.25886524822695034, 'acc_per_byte': 0.2553191489361702, 'acc_uncond': 0.25177304964539005, 'no_answer': 0.0, 'sum_logits_corr': -33.58891065492698, 'logits_per_token_corr': -3.908134974659167, 'logits_per_char_corr': -1.0422583204379048, 'logits_per_byte_corr': 1.5019634732845004, 'correct_prob': 0.0014762286881101498, 'correct_prob_per_token': 0.05566571323604495, 'correct_prob_per_char': 0.39483802802799145, 'margin': -0.002347587957482645, 'margin_per_token': -0.03310900452417447, 'margin_per_char': -0.06628564421078019, 'total_prob': 0.006689997501258254, 'total_prob_per_token': 0.22440966180253966, 'total_prob_per_char': 1.5701854329378027, 'uncond_correct_prob': 2.931788735293084e-06, 'uncond_correct_prob_per_token': 0.008677564937188914, 'uncond_correct_prob_per_char': 0.2678699469971991, 'uncond_total_prob': 6.65391592035419e-06, 'norm_correct_prob': 0.26164101088992886, 'norm_correct_prob_per_token': 0.24239484074257708, 'norm_correct_prob_per_char': 0.25377155003934093, 'primary_metric': 0.2801418439716312}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.3297872340425532, 'predicted_index_per_token': 1.4148936170212767, 'predicted_index_per_char': 1.4078014184397163, 'predicted_index_per_byte': 1.4148936170212767, 'predicted_index_uncond': 1.549645390070922, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.25886524822695034, 'acc_per_char': 0.23404255319148937, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.2730496453900709, 'no_answer': 0.0, 'sum_logits_corr': -32.90651377464862, 'logits_per_token_corr': -3.8166926280103315, 'logits_per_char_corr': -1.0136518141913473, 'bits_per_byte_corr': 1.460709901286963, 'correct_prob': 0.0016359440162324987, 'correct_prob_per_token': 0.0597184386130379, 'correct_prob_per_char': 0.40286935067296026, 'margin': -0.001593266093072133, 'margin_per_token': -0.030231272959049024, 'margin_per_char': -0.0639344706795438, 'total_prob': 0.006292157293595508, 'total_prob_per_token': 0.2321783611780051, 'total_prob_per_char': 1.589431466094454, 'uncond_correct_prob': 8.551122664672836e-06, 'uncond_correct_prob_per_token': 0.00980773479833899, 'uncond_correct_prob_per_char': 0.2775643106303613, 'uncond_total_prob': 4.187226747373056e-05, 'norm_correct_prob': 0.27356786248034837, 'norm_correct_prob_per_token': 0.2471516343652148, 'norm_correct_prob_per_char': 0.25498739787026364, 'primary_metric': 0.28368794326241137}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.4042553191489362, 'predicted_index_per_token': 1.446808510638298, 'predicted_index_per_char': 1.446808510638298, 'predicted_index_per_byte': 1.446808510638298, 'predicted_index_uncond': 1.5602836879432624, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2695035460992908, 'acc_per_token': 0.24822695035460993, 'acc_per_char': 0.26595744680851063, 'acc_per_byte': 0.26595744680851063, 'acc_uncond': 0.26595744680851063, 'no_answer': 0.0, 'sum_logits_corr': -32.879429468026395, 'logits_per_token_corr': -3.823175287700709, 'logits_per_char_corr': -1.024823224428695, 'bits_per_byte_corr': 1.4768196215737026, 'correct_prob': 0.0013164114425185018, 'correct_prob_per_token': 0.055889488887541854, 'correct_prob_per_char': 0.40044915635964046, 'margin': -0.0026026734531508625, 'margin_per_token': -0.033619405857309034, 'margin_per_char': -0.06706997430184355, 'total_prob': 0.00646817161587578, 'total_prob_per_token': 0.22420808719262186, 'total_prob_per_char': 1.5908680883459505, 'uncond_correct_prob': 1.2712162935952973e-05, 'uncond_correct_prob_per_token': 0.00978838657866666, 'uncond_correct_prob_per_char': 0.27516977027151224, 'uncond_total_prob': 6.253480443019916e-05, 'norm_correct_prob': 0.2676848621186331, 'norm_correct_prob_per_token': 0.24182066163176288, 'norm_correct_prob_per_char': 0.25296072903564637, 'primary_metric': 0.2695035460992908}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.3404255319148937, 'predicted_index_per_token': 1.450354609929078, 'predicted_index_per_char': 1.4219858156028369, 'predicted_index_per_byte': 1.627659574468085, 'predicted_index_uncond': 1.4680851063829787, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.25177304964539005, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.20212765957446807, 'no_answer': 0.0, 'sum_logits_corr': -33.31972010761288, 'logits_per_token_corr': -3.8533293392389987, 'logits_per_char_corr': -1.0349388936395059, 'logits_per_byte_corr': 1.4914334249807306, 'correct_prob': 0.001375262822309636, 'correct_prob_per_token': 0.05423658044056648, 'correct_prob_per_char': 0.39644487752539226, 'margin': -0.002022129929745071, 'margin_per_token': -0.03108772374815641, 'margin_per_char': -0.06483188179836268, 'total_prob': 0.005932734661017979, 'total_prob_per_token': 0.21509345306065344, 'total_prob_per_char': 1.5755271446569243, 'uncond_correct_prob': 1.2596527264904836e-05, 'uncond_correct_prob_per_token': 0.011522013907013103, 'uncond_correct_prob_per_char': 0.2838489622406757, 'uncond_total_prob': 4.549739990894675e-05, 'norm_correct_prob': 0.26880420868741933, 'norm_correct_prob_per_token': 0.2415760887546813, 'norm_correct_prob_per_char': 0.25220198529391497, 'primary_metric': 0.2730496453900709}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.3368794326241136, 'predicted_index_per_token': 1.372340425531915, 'predicted_index_per_char': 1.3829787234042554, 'predicted_index_per_byte': 1.3829787234042554, 'predicted_index_uncond': 1.3439716312056738, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.24822695035460993, 'acc_per_char': 0.24468085106382978, 'acc_per_byte': 0.24468085106382978, 'acc_uncond': 0.2624113475177305, 'no_answer': 0.0, 'sum_logits_corr': -32.543515534265666, 'logits_per_token_corr': -3.8058287483936315, 'logits_per_char_corr': -1.0241956655772406, 'bits_per_byte_corr': 1.4761389732038592, 'correct_prob': 0.0010838822659754506, 'correct_prob_per_token': 0.05528854482497519, 'correct_prob_per_char': 0.3999264103555205, 'margin': -0.0020735149188527533, 'margin_per_token': -0.033149044379191625, 'margin_per_char': -0.06703134636587442, 'total_prob': 0.0053307725691603206, 'total_prob_per_token': 0.22013958297754035, 'total_prob_per_char': 1.5856026933525786, 'uncond_correct_prob': 4.6106260601394975e-06, 'uncond_correct_prob_per_token': 0.009927409762771457, 'uncond_correct_prob_per_char': 0.27744129022794034, 'uncond_total_prob': 1.908755747866456e-05, 'norm_correct_prob': 0.27119783609894516, 'norm_correct_prob_per_token': 0.2436684021229501, 'norm_correct_prob_per_char': 0.2536199904023187, 'primary_metric': 0.28368794326241137}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.322695035460993, 'predicted_index_per_token': 1.4148936170212767, 'predicted_index_per_char': 1.4184397163120568, 'predicted_index_per_byte': 1.4184397163120568, 'predicted_index_uncond': 1.3900709219858156, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25177304964539005, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.24468085106382978, 'acc_per_byte': 0.24468085106382978, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -33.07162183480905, 'logits_per_token_corr': -3.9138482149009217, 'logits_per_char_corr': -1.0556970106991355, 'bits_per_byte_corr': 1.5214329087801644, 'correct_prob': 0.0008458820957019824, 'correct_prob_per_token': 0.05164606605690412, 'correct_prob_per_char': 0.39196010579322077, 'margin': -0.00122319153659755, 'margin_per_token': -0.029152658494066192, 'margin_per_char': -0.0630930864634082, 'total_prob': 0.0037282439398247757, 'total_prob_per_token': 0.20621466193831317, 'total_prob_per_char': 1.5591126407928346, 'uncond_correct_prob': 1.2290144234804351e-05, 'uncond_correct_prob_per_token': 0.009056059737882847, 'uncond_correct_prob_per_char': 0.27299479955533174, 'uncond_total_prob': 4.989960101669232e-05, 'norm_correct_prob': 0.25590877370217, 'norm_correct_prob_per_token': 0.23923592911096198, 'norm_correct_prob_per_char': 0.25267427788617575, 'primary_metric': 0.25177304964539005}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.2659574468085106, 'predicted_index_per_token': 1.4148936170212767, 'predicted_index_per_char': 1.3936170212765957, 'predicted_index_per_byte': 1.624113475177305, 'predicted_index_uncond': 1.3794326241134751, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.30141843971631205, 'acc_per_token': 0.2801418439716312, 'acc_per_char': 0.2553191489361702, 'acc_per_byte': 0.23049645390070922, 'acc_uncond': 0.20567375886524822, 'no_answer': 0.0, 'sum_logits_corr': -33.63296828540504, 'logits_per_token_corr': -3.928279791595785, 'logits_per_char_corr': -1.0498084448564011, 'logits_per_byte_corr': 1.5129033658784765, 'correct_prob': 0.0013036019502353897, 'correct_prob_per_token': 0.053750826002627476, 'correct_prob_per_char': 0.3920569889914231, 'margin': -0.002504505961361786, 'margin_per_token': -0.029665776983082627, 'margin_per_char': -0.060796022893144216, 'total_prob': 0.0064580199013800025, 'total_prob_per_token': 0.2122020618808678, 'total_prob_per_char': 1.550780942685826, 'uncond_correct_prob': 1.6759387743086702e-05, 'uncond_correct_prob_per_token': 0.010486677478363845, 'uncond_correct_prob_per_char': 0.28014354073519515, 'uncond_total_prob': 6.102369836891399e-05, 'norm_correct_prob': 0.2779328119039222, 'norm_correct_prob_per_token': 0.24552418282630437, 'norm_correct_prob_per_char': 0.25502381781989913, 'primary_metric': 0.30141843971631205}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.2765957446808511, 'predicted_index_per_token': 1.3191489361702127, 'predicted_index_per_char': 1.3368794326241136, 'predicted_index_per_byte': 1.3475177304964538, 'predicted_index_uncond': 1.3971631205673758, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.22340425531914893, 'acc_per_byte': 0.22695035460992907, 'acc_uncond': 0.26595744680851063, 'no_answer': 0.0, 'sum_logits_corr': -32.430465155459466, 'logits_per_token_corr': -3.7742545243358165, 'logits_per_char_corr': -1.0040104207791365, 'bits_per_byte_corr': 1.446981079721088, 'correct_prob': 0.0014605351951407696, 'correct_prob_per_token': 0.061295407144437604, 'correct_prob_per_char': 0.407021643642177, 'margin': -0.0015243817968866652, 'margin_per_token': -0.028603117876802257, 'margin_per_char': -0.06322714740225975, 'total_prob': 0.005902784043033949, 'total_prob_per_token': 0.23624429953557935, 'total_prob_per_char': 1.6075852297996052, 'uncond_correct_prob': 3.3217509236857783e-06, 'uncond_correct_prob_per_token': 0.009719095599952144, 'uncond_correct_prob_per_char': 0.275684756175317, 'uncond_total_prob': 1.4219850814350582e-05, 'norm_correct_prob': 0.2681989595107269, 'norm_correct_prob_per_token': 0.24470204862406697, 'norm_correct_prob_per_char': 0.25386213389443363, 'primary_metric': 0.26595744680851063}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.3794326241134751, 'predicted_index_per_token': 1.4326241134751774, 'predicted_index_per_char': 1.4397163120567376, 'predicted_index_per_byte': 1.429078014184397, 'predicted_index_uncond': 1.524822695035461, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.25177304964539005, 'acc_per_char': 0.25886524822695034, 'acc_per_byte': 0.25886524822695034, 'acc_uncond': 0.24822695035460993, 'no_answer': 0.0, 'sum_logits_corr': -33.30440796943421, 'logits_per_token_corr': -3.8764951086408117, 'logits_per_char_corr': -1.0209010941071612, 'bits_per_byte_corr': 1.4710790198072732, 'correct_prob': 0.0017636260323603433, 'correct_prob_per_token': 0.06042568510458812, 'correct_prob_per_char': 0.4008372117965158, 'margin': -0.002442285327000678, 'margin_per_token': -0.03279858337691981, 'margin_per_char': -0.0660239288405676, 'total_prob': 0.007811025904292906, 'total_prob_per_token': 0.2383896261901824, 'total_prob_per_char': 1.5906686570642021, 'uncond_correct_prob': 3.436490818252554e-05, 'uncond_correct_prob_per_token': 0.009752385541143653, 'uncond_correct_prob_per_char': 0.27754766163471994, 'uncond_total_prob': 0.00016681259232952114, 'norm_correct_prob': 0.2681334936884845, 'norm_correct_prob_per_token': 0.24079227432636888, 'norm_correct_prob_per_char': 0.25268682718882624, 'primary_metric': 0.28368794326241137}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.301418439716312, 'predicted_index_per_token': 1.3865248226950355, 'predicted_index_per_char': 1.4184397163120568, 'predicted_index_per_byte': 1.6418439716312057, 'predicted_index_uncond': 1.4893617021276595, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.2624113475177305, 'acc_per_char': 0.24468085106382978, 'acc_per_byte': 0.22340425531914893, 'acc_uncond': 0.24822695035460993, 'no_answer': 0.0, 'sum_logits_corr': -33.16442003402304, 'logits_per_token_corr': -3.810014784575279, 'logits_per_char_corr': -1.0144131508371088, 'logits_per_byte_corr': 1.461813560013765, 'correct_prob': 0.0016586674640748796, 'correct_prob_per_token': 0.05821762040290273, 'correct_prob_per_char': 0.4022286849669114, 'margin': -0.0016676574638977994, 'margin_per_token': -0.02973896754986207, 'margin_per_char': -0.060528378912466804, 'total_prob': 0.006150514521652618, 'total_prob_per_token': 0.22445893411674628, 'total_prob_per_char': 1.5839934116838819, 'uncond_correct_prob': 3.135062641495355e-05, 'uncond_correct_prob_per_token': 0.011267230245537448, 'uncond_correct_prob_per_char': 0.2822751772148617, 'uncond_total_prob': 0.00011111353298279081, 'norm_correct_prob': 0.2683427793271849, 'norm_correct_prob_per_token': 0.24781055861302015, 'norm_correct_prob_per_char': 0.2553223012193986, 'primary_metric': 0.2765957446808511}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.3829787234042554, 'predicted_index_per_token': 1.3936170212765957, 'predicted_index_per_char': 1.4078014184397163, 'predicted_index_per_byte': 1.4078014184397163, 'predicted_index_uncond': 1.4113475177304964, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.25177304964539005, 'acc_per_char': 0.22340425531914893, 'acc_per_byte': 0.22340425531914893, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -33.165615122369, 'logits_per_token_corr': -3.8978711799835497, 'logits_per_char_corr': -1.0325283262386704, 'bits_per_byte_corr': 1.4880754654833481, 'correct_prob': 0.0014748110180257481, 'correct_prob_per_token': 0.05837484052186839, 'correct_prob_per_char': 0.3967888171441257, 'margin': -0.001497856105791913, 'margin_per_token': -0.02907549602810571, 'margin_per_char': -0.06410413771091197, 'total_prob': 0.005904527756010862, 'total_prob_per_token': 0.225713009937978, 'total_prob_per_char': 1.564560405217164, 'uncond_correct_prob': 6.521921455449205e-06, 'uncond_correct_prob_per_token': 0.008921640828568105, 'uncond_correct_prob_per_char': 0.27166059859114355, 'uncond_total_prob': 2.9245696862684808e-05, 'norm_correct_prob': 0.26670048522084644, 'norm_correct_prob_per_token': 0.24494150269300066, 'norm_correct_prob_per_char': 0.2555780381518323, 'primary_metric': 0.2765957446808511}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.4148936170212767, 'predicted_index_per_token': 1.4929078014184398, 'predicted_index_per_char': 1.4574468085106382, 'predicted_index_per_byte': 1.4574468085106382, 'predicted_index_uncond': 1.4645390070921986, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.24113475177304963, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.25177304964539005, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.2553191489361702, 'no_answer': 0.0, 'sum_logits_corr': -33.0899630582079, 'logits_per_token_corr': -3.889668047452834, 'logits_per_char_corr': -1.0273616049879892, 'bits_per_byte_corr': 1.4805672733489155, 'correct_prob': 0.0014449765631044575, 'correct_prob_per_token': 0.05746940705536788, 'correct_prob_per_char': 0.39857706861925335, 'margin': -0.002300721487579608, 'margin_per_token': -0.031570910496938644, 'margin_per_char': -0.06463156531805163, 'total_prob': 0.006720280533600482, 'total_prob_per_token': 0.2293768056421058, 'total_prob_per_char': 1.5838834877758678, 'uncond_correct_prob': 2.2199785072128883e-05, 'uncond_correct_prob_per_token': 0.009587201261092672, 'uncond_correct_prob_per_char': 0.27352614241228684, 'uncond_total_prob': 9.588573419533146e-05, 'norm_correct_prob': 0.24673605638093746, 'norm_correct_prob_per_token': 0.23867083473846068, 'norm_correct_prob_per_char': 0.2524884727494226, 'primary_metric': 0.24113475177304963}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.3865248226950355, 'predicted_index_per_token': 1.4716312056737588, 'predicted_index_per_char': 1.4184397163120568, 'predicted_index_per_byte': 1.6347517730496455, 'predicted_index_uncond': 1.5, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.2624113475177305, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.23404255319148937, 'no_answer': 0.0, 'sum_logits_corr': -32.732082324670564, 'logits_per_token_corr': -3.804988105560061, 'logits_per_char_corr': -1.011317273581694, 'logits_per_byte_corr': 1.4574394244776068, 'correct_prob': 0.0016745632815337945, 'correct_prob_per_token': 0.05883894051863142, 'correct_prob_per_char': 0.4040940589606768, 'margin': -0.0026358873452789026, 'margin_per_token': -0.0343699264628898, 'margin_per_char': -0.06695734777365336, 'total_prob': 0.007346611064002735, 'total_prob_per_token': 0.23494123296490543, 'total_prob_per_char': 1.605180567169563, 'uncond_correct_prob': 9.882914132714845e-06, 'uncond_correct_prob_per_token': 0.009977268935096517, 'uncond_correct_prob_per_char': 0.27562996462605555, 'uncond_total_prob': 4.397655523285275e-05, 'norm_correct_prob': 0.26148491988029954, 'norm_correct_prob_per_token': 0.2411487703700588, 'norm_correct_prob_per_char': 0.25301399598839547, 'primary_metric': 0.2730496453900709}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.3652482269503545, 'predicted_index_per_token': 1.4361702127659575, 'predicted_index_per_char': 1.450354609929078, 'predicted_index_per_byte': 1.450354609929078, 'predicted_index_uncond': 1.4539007092198581, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2624113475177305, 'acc_per_token': 0.24822695035460993, 'acc_per_char': 0.23049645390070922, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.25177304964539005, 'no_answer': 0.0, 'sum_logits_corr': -32.841290527201714, 'logits_per_token_corr': -3.8412853801119553, 'logits_per_char_corr': -1.0130739891419374, 'bits_per_byte_corr': 1.4599613941523193, 'correct_prob': 0.0015614920141497242, 'correct_prob_per_token': 0.06146775435463907, 'correct_prob_per_char': 0.40332057656869225, 'margin': -0.0022454455203148693, 'margin_per_token': -0.03125869182630936, 'margin_per_char': -0.06533552149857619, 'total_prob': 0.006999567922275724, 'total_prob_per_token': 0.24023421048721788, 'total_prob_per_char': 1.5938654316104766, 'uncond_correct_prob': 1.094004762913907e-05, 'uncond_correct_prob_per_token': 0.010703706921177142, 'uncond_correct_prob_per_char': 0.2809057835373108, 'uncond_total_prob': 4.787946195829169e-05, 'norm_correct_prob': 0.26457714905387303, 'norm_correct_prob_per_token': 0.24275120144637677, 'norm_correct_prob_per_char': 0.25423542589878406, 'primary_metric': 0.2624113475177305}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.326241134751773, 'predicted_index_per_token': 1.4326241134751774, 'predicted_index_per_char': 1.4361702127659575, 'predicted_index_per_byte': 1.4148936170212767, 'predicted_index_uncond': 1.4361702127659575, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25177304964539005, 'acc_per_token': 0.22695035460992907, 'acc_per_char': 0.24822695035460993, 'acc_per_byte': 0.24468085106382978, 'acc_uncond': 0.24468085106382978, 'no_answer': 0.0, 'sum_logits_corr': -32.513205606041225, 'logits_per_token_corr': -3.804898903974952, 'logits_per_char_corr': -1.0064938052685426, 'bits_per_byte_corr': 1.4504688912119335, 'correct_prob': 0.0017666548343991662, 'correct_prob_per_token': 0.06053839909026328, 'correct_prob_per_char': 0.40590719117100993, 'margin': -0.0031557050863571636, 'margin_per_token': -0.036871887067797295, 'margin_per_char': -0.06866981089015126, 'total_prob': 0.00854824612707449, 'total_prob_per_token': 0.24758324423733535, 'total_prob_per_char': 1.6223230025166553, 'uncond_correct_prob': 1.661648610355579e-05, 'uncond_correct_prob_per_token': 0.011168812041444582, 'uncond_correct_prob_per_char': 0.28328677570100536, 'uncond_total_prob': 6.703806798554451e-05, 'norm_correct_prob': 0.2438016414777998, 'norm_correct_prob_per_token': 0.23621854548665946, 'norm_correct_prob_per_char': 0.25144894394279643, 'primary_metric': 0.25177304964539005}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.3687943262411348, 'predicted_index_per_token': 1.4219858156028369, 'predicted_index_per_char': 1.375886524822695, 'predicted_index_per_byte': 1.6028368794326242, 'predicted_index_uncond': 1.5283687943262412, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.25177304964539005, 'acc_per_byte': 0.24113475177304963, 'acc_uncond': 0.2198581560283688, 'no_answer': 0.0, 'sum_logits_corr': -32.4073369105657, 'logits_per_token_corr': -3.7666969336212124, 'logits_per_char_corr': -1.0003051495886535, 'logits_per_byte_corr': 1.4415333022725463, 'correct_prob': 0.0018764187867297076, 'correct_prob_per_token': 0.06107619192486121, 'correct_prob_per_char': 0.40807549010109456, 'margin': -0.0022379950959671023, 'margin_per_token': -0.035069124360457234, 'margin_per_char': -0.06819732610736332, 'total_prob': 0.0075219447369335715, 'total_prob_per_token': 0.24284205152325566, 'total_prob_per_char': 1.6185742683879398, 'uncond_correct_prob': 4.6556140615272865e-06, 'uncond_correct_prob_per_token': 0.009542641013963531, 'uncond_correct_prob_per_char': 0.27447335133305856, 'uncond_total_prob': 1.6746254388170497e-05, 'norm_correct_prob': 0.26837344185482875, 'norm_correct_prob_per_token': 0.2423291601316278, 'norm_correct_prob_per_char': 0.2540191633785229, 'primary_metric': 0.2730496453900709}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.3900709219858156, 'predicted_index_per_token': 1.4929078014184398, 'predicted_index_per_char': 1.425531914893617, 'predicted_index_per_byte': 1.425531914893617, 'predicted_index_uncond': 1.446808510638298, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2907801418439716, 'acc_per_token': 0.2553191489361702, 'acc_per_char': 0.2375886524822695, 'acc_per_byte': 0.2375886524822695, 'acc_uncond': 0.2730496453900709, 'no_answer': 0.0, 'sum_logits_corr': -31.684086250920668, 'logits_per_token_corr': -3.6924980975374777, 'logits_per_char_corr': -0.9860162892585129, 'bits_per_byte_corr': 1.4209614975112583, 'correct_prob': 0.0017474864824916043, 'correct_prob_per_token': 0.06264227950004529, 'correct_prob_per_char': 0.4132663199807734, 'margin': -0.0022292416804751336, 'margin_per_token': -0.0337002915337672, 'margin_per_char': -0.06574760427533459, 'total_prob': 0.007289360509379035, 'total_prob_per_token': 0.24668182615998868, 'total_prob_per_char': 1.635627660359479, 'uncond_correct_prob': 4.503037648001182e-06, 'uncond_correct_prob_per_token': 0.008977783765604277, 'uncond_correct_prob_per_char': 0.27280078849057704, 'uncond_total_prob': 2.3056226189823606e-05, 'norm_correct_prob': 0.27935051836089303, 'norm_correct_prob_per_token': 0.24352717311499392, 'norm_correct_prob_per_char': 0.25375719293632387, 'primary_metric': 0.2907801418439716}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.3191489361702127, 'predicted_index_per_token': 1.375886524822695, 'predicted_index_per_char': 1.4326241134751774, 'predicted_index_per_byte': 1.4219858156028369, 'predicted_index_uncond': 1.4609929078014185, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2553191489361702, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.2553191489361702, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.24468085106382978, 'no_answer': 0.0, 'sum_logits_corr': -32.32221668578209, 'logits_per_token_corr': -3.746849548175785, 'logits_per_char_corr': -0.9966719240682749, 'bits_per_byte_corr': 1.4362366364258878, 'correct_prob': 0.001584648388372229, 'correct_prob_per_token': 0.058782952969933244, 'correct_prob_per_char': 0.40727808438450486, 'margin': -0.0032338848321023443, 'margin_per_token': -0.035187833518669415, 'margin_per_char': -0.06565055939709559, 'total_prob': 0.007885199545917695, 'total_prob_per_token': 0.23693205109385526, 'total_prob_per_char': 1.6170134778145828, 'uncond_correct_prob': 1.6799220768030043e-05, 'uncond_correct_prob_per_token': 0.011314803839270332, 'uncond_correct_prob_per_char': 0.28375693077501923, 'uncond_total_prob': 7.793005316518397e-05, 'norm_correct_prob': 0.2513305957397991, 'norm_correct_prob_per_token': 0.24034660556819218, 'norm_correct_prob_per_char': 0.25334857786339277, 'primary_metric': 0.2553191489361702}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.3687943262411348, 'predicted_index_per_token': 1.4184397163120568, 'predicted_index_per_char': 1.4184397163120568, 'predicted_index_per_byte': 1.6808510638297873, 'predicted_index_uncond': 1.4574468085106382, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.25886524822695034, 'acc_per_char': 0.2553191489361702, 'acc_per_byte': 0.2198581560283688, 'acc_uncond': 0.23049645390070922, 'no_answer': 0.0, 'sum_logits_corr': -32.4705692555042, 'logits_per_token_corr': -3.755841829507528, 'logits_per_char_corr': -0.9893263147456575, 'logits_per_byte_corr': 1.4257261331283653, 'correct_prob': 0.001922960022426975, 'correct_prob_per_token': 0.062473373819889655, 'correct_prob_per_char': 0.41039678799738183, 'margin': -0.001982605778661591, 'margin_per_token': -0.032893584654087836, 'margin_per_char': -0.06306789575676196, 'total_prob': 0.007379945257637203, 'total_prob_per_token': 0.2439326212315288, 'total_prob_per_char': 1.6166413626279845, 'uncond_correct_prob': 1.4645321400399655e-05, 'uncond_correct_prob_per_token': 0.011864133672552821, 'uncond_correct_prob_per_char': 0.2878629133164948, 'uncond_total_prob': 5.44321763584102e-05, 'norm_correct_prob': 0.267607457497545, 'norm_correct_prob_per_token': 0.24709779431899487, 'norm_correct_prob_per_char': 0.2560928953337833, 'primary_metric': 0.28368794326241137}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.322695035460993, 'predicted_index_per_token': 1.400709219858156, 'predicted_index_per_char': 1.4042553191489362, 'predicted_index_per_byte': 1.4042553191489362, 'predicted_index_uncond': 1.4432624113475176, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.23404255319148937, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.23049645390070922, 'no_answer': 0.0, 'sum_logits_corr': -32.05316816915012, 'logits_per_token_corr': -3.7719975767744955, 'logits_per_char_corr': -1.0037420725534882, 'bits_per_byte_corr': 1.4465298520916374, 'correct_prob': 0.0014732480422935002, 'correct_prob_per_token': 0.061224093884112374, 'correct_prob_per_char': 0.40744609344244437, 'margin': -0.003207851003502574, 'margin_per_token': -0.03746744352516974, 'margin_per_char': -0.07109285521161834, 'total_prob': 0.007673094408739921, 'total_prob_per_token': 0.24729222238159893, 'total_prob_per_char': 1.6195301336815537, 'uncond_correct_prob': 3.931257020367006e-06, 'uncond_correct_prob_per_token': 0.01034665419504262, 'uncond_correct_prob_per_char': 0.27749799966488997, 'uncond_total_prob': 1.7071950396316743e-05, 'norm_correct_prob': 0.2602533473905922, 'norm_correct_prob_per_token': 0.24124703559919541, 'norm_correct_prob_per_char': 0.25256957545590486, 'primary_metric': 0.26595744680851063}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.3971631205673758, 'predicted_index_per_token': 1.4148936170212767, 'predicted_index_per_char': 1.4184397163120568, 'predicted_index_per_byte': 1.4184397163120568, 'predicted_index_uncond': 1.4609929078014185, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.24822695035460993, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.24468085106382978, 'no_answer': 0.0, 'sum_logits_corr': -32.021464292884716, 'logits_per_token_corr': -3.7226402091396857, 'logits_per_char_corr': -0.9867836443956941, 'bits_per_byte_corr': 1.4220354131029773, 'correct_prob': 0.0021918009695892785, 'correct_prob_per_token': 0.06295274189794502, 'correct_prob_per_char': 0.4122826035660145, 'margin': -0.0035267023387547595, 'margin_per_token': -0.037730141477059546, 'margin_per_char': -0.06892278296651973, 'total_prob': 0.009516729293697632, 'total_prob_per_token': 0.2526804905271276, 'total_prob_per_char': 1.6376735653538488, 'uncond_correct_prob': 2.5363829977629234e-05, 'uncond_correct_prob_per_token': 0.010814942048890781, 'uncond_correct_prob_per_char': 0.28279756851731114, 'uncond_total_prob': 0.00011067356290116583, 'norm_correct_prob': 0.2629526611841706, 'norm_correct_prob_per_token': 0.23963380312284854, 'norm_correct_prob_per_char': 0.2526749971911467, 'primary_metric': 0.26595744680851063}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.3120567375886525, 'predicted_index_per_token': 1.4361702127659575, 'predicted_index_per_char': 1.3936170212765957, 'predicted_index_per_byte': 1.648936170212766, 'predicted_index_uncond': 1.446808510638298, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.24113475177304963, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.23404255319148937, 'no_answer': 0.0, 'sum_logits_corr': -32.64179563945067, 'logits_per_token_corr': -3.809751688759687, 'logits_per_char_corr': -1.008583089520496, 'logits_per_byte_corr': 1.4535124000679993, 'correct_prob': 0.0016568296135184813, 'correct_prob_per_token': 0.05993121822122572, 'correct_prob_per_char': 0.40480877110080987, 'margin': -0.0023038842932055718, 'margin_per_token': -0.03380408816294798, 'margin_per_char': -0.06560118578605487, 'total_prob': 0.00697790267576712, 'total_prob_per_token': 0.2378341445753724, 'total_prob_per_char': 1.6053813444948455, 'uncond_correct_prob': 5.048453286443425e-06, 'uncond_correct_prob_per_token': 0.010425911910194574, 'uncond_correct_prob_per_char': 0.2805201036170551, 'uncond_total_prob': 1.9224245755407487e-05, 'norm_correct_prob': 0.2639526744223533, 'norm_correct_prob_per_token': 0.24149897945843637, 'norm_correct_prob_per_char': 0.2538965045990572, 'primary_metric': 0.2765957446808511}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.3794326241134751, 'predicted_index_per_token': 1.450354609929078, 'predicted_index_per_char': 1.4326241134751774, 'predicted_index_per_byte': 1.425531914893617, 'predicted_index_uncond': 1.3865248226950355, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.22695035460992907, 'acc_per_char': 0.22695035460992907, 'acc_per_byte': 0.22340425531914893, 'acc_uncond': 0.25886524822695034, 'no_answer': 0.0, 'sum_logits_corr': -31.531713094271666, 'logits_per_token_corr': -3.6730625043469236, 'logits_per_char_corr': -0.9756359776431467, 'bits_per_byte_corr': 1.4060963453413289, 'correct_prob': 0.0018678310764740145, 'correct_prob_per_token': 0.06546547869453592, 'correct_prob_per_char': 0.4168155985816732, 'margin': -0.002566069283610992, 'margin_per_token': -0.03592795078297447, 'margin_per_char': -0.06808785601095693, 'total_prob': 0.00802155799139306, 'total_prob_per_token': 0.2576768220223024, 'total_prob_per_char': 1.6472901052032398, 'uncond_correct_prob': 5.783681370613329e-06, 'uncond_correct_prob_per_token': 0.010046310735971673, 'uncond_correct_prob_per_char': 0.2782893596670121, 'uncond_total_prob': 2.8929595431672426e-05, 'norm_correct_prob': 0.26263479050040317, 'norm_correct_prob_per_token': 0.2447572420515308, 'norm_correct_prob_per_char': 0.25414100793345984, 'primary_metric': 0.26595744680851063}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.3617021276595744, 'predicted_index_per_token': 1.4219858156028369, 'predicted_index_per_char': 1.4042553191489362, 'predicted_index_per_byte': 1.4042553191489362, 'predicted_index_uncond': 1.450354609929078, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.2198581560283688, 'acc_per_byte': 0.2198581560283688, 'acc_uncond': 0.24468085106382978, 'no_answer': 0.0, 'sum_logits_corr': -32.0619099106349, 'logits_per_token_corr': -3.731046089795981, 'logits_per_char_corr': -0.9931446251821322, 'bits_per_byte_corr': 1.431225624782035, 'correct_prob': 0.0021944422266199077, 'correct_prob_per_token': 0.06208739798650111, 'correct_prob_per_char': 0.4117746049918778, 'margin': -0.002898932821711537, 'margin_per_token': -0.03669305461141429, 'margin_per_char': -0.06848694417505219, 'total_prob': 0.008935371522362616, 'total_prob_per_token': 0.25012048704750833, 'total_prob_per_char': 1.638109637231974, 'uncond_correct_prob': 1.6636566458835995e-05, 'uncond_correct_prob_per_token': 0.010598013850269847, 'uncond_correct_prob_per_char': 0.28084113553972373, 'uncond_total_prob': 7.086150936222523e-05, 'norm_correct_prob': 0.2548917014909517, 'norm_correct_prob_per_token': 0.23895832556980984, 'norm_correct_prob_per_char': 0.25224040456595437, 'primary_metric': 0.26595744680851063}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.351063829787234, 'predicted_index_per_token': 1.3971631205673758, 'predicted_index_per_char': 1.4219858156028369, 'predicted_index_per_byte': 1.6205673758865249, 'predicted_index_uncond': 1.4680851063829787, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2553191489361702, 'acc_per_token': 0.23404255319148937, 'acc_per_char': 0.24822695035460993, 'acc_per_byte': 0.2375886524822695, 'acc_uncond': 0.23049645390070922, 'no_answer': 0.0, 'sum_logits_corr': -32.19166213485366, 'logits_per_token_corr': -3.736545407256328, 'logits_per_char_corr': -0.9904025983244995, 'logits_per_byte_corr': 1.4273381073914326, 'correct_prob': 0.002032923474130393, 'correct_prob_per_token': 0.061366686750181906, 'correct_prob_per_char': 0.4098816055008959, 'margin': -0.002613583727340882, 'margin_per_token': -0.03709224820540509, 'margin_per_char': -0.06937912648076218, 'total_prob': 0.008314692214264044, 'total_prob_per_token': 0.2466960504329762, 'total_prob_per_char': 1.6290624321708047, 'uncond_correct_prob': 3.878024857330873e-06, 'uncond_correct_prob_per_token': 0.010336206781852788, 'uncond_correct_prob_per_char': 0.27980189425774066, 'uncond_total_prob': 1.4843441857375799e-05, 'norm_correct_prob': 0.2580185740403983, 'norm_correct_prob_per_token': 0.2395062374685133, 'norm_correct_prob_per_char': 0.2531074390084729, 'primary_metric': 0.2553191489361702}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.375886524822695, 'predicted_index_per_token': 1.4219858156028369, 'predicted_index_per_char': 1.3687943262411348, 'predicted_index_per_byte': 1.3794326241134751, 'predicted_index_uncond': 1.400709219858156, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25886524822695034, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.21631205673758866, 'acc_per_byte': 0.21631205673758866, 'acc_uncond': 0.22695035460992907, 'no_answer': 0.0, 'sum_logits_corr': -31.34225892006083, 'logits_per_token_corr': -3.659569356075758, 'logits_per_char_corr': -0.9791400139236153, 'bits_per_byte_corr': 1.411186537383626, 'correct_prob': 0.001905996025981466, 'correct_prob_per_token': 0.06466140860166293, 'correct_prob_per_char': 0.41673162529534696, 'margin': -0.0026818542442393557, 'margin_per_token': -0.03771037303141948, 'margin_per_char': -0.07031410064160033, 'total_prob': 0.00828104633823437, 'total_prob_per_token': 0.25686741128566043, 'total_prob_per_char': 1.6526343380589286, 'uncond_correct_prob': 4.038050756647509e-06, 'uncond_correct_prob_per_token': 0.010155486963225938, 'uncond_correct_prob_per_char': 0.2781051894122936, 'uncond_total_prob': 1.6779520656043832e-05, 'norm_correct_prob': 0.2653000608102795, 'norm_correct_prob_per_token': 0.24141262389304013, 'norm_correct_prob_per_char': 0.2527767654796289, 'primary_metric': 0.25886524822695034}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.3652482269503545, 'predicted_index_per_token': 1.4326241134751774, 'predicted_index_per_char': 1.4184397163120568, 'predicted_index_per_byte': 1.425531914893617, 'predicted_index_uncond': 1.4432624113475176, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2553191489361702, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.2375886524822695, 'acc_per_byte': 0.2375886524822695, 'acc_uncond': 0.25177304964539005, 'no_answer': 0.0, 'sum_logits_corr': -31.867515210986983, 'logits_per_token_corr': -3.720860852297996, 'logits_per_char_corr': -0.989851184499753, 'bits_per_byte_corr': 1.4264805311574527, 'correct_prob': 0.002235632182104286, 'correct_prob_per_token': 0.06314824001730078, 'correct_prob_per_char': 0.41340908376495666, 'margin': -0.003238427424513219, 'margin_per_token': -0.03745290179643054, 'margin_per_char': -0.06728966516385233, 'total_prob': 0.009407748961585968, 'total_prob_per_token': 0.25293942335569936, 'total_prob_per_char': 1.6418673454114463, 'uncond_correct_prob': 2.171697174834115e-05, 'uncond_correct_prob_per_token': 0.011041796353709386, 'uncond_correct_prob_per_char': 0.28303781202977585, 'uncond_total_prob': 8.102651896115798e-05, 'norm_correct_prob': 0.24792678068122648, 'norm_correct_prob_per_token': 0.23957306829550412, 'norm_correct_prob_per_char': 0.2527383752802565, 'primary_metric': 0.2553191489361702}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.326241134751773, 'predicted_index_per_token': 1.429078014184397, 'predicted_index_per_char': 1.429078014184397, 'predicted_index_per_byte': 1.6347517730496455, 'predicted_index_uncond': 1.425531914893617, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2624113475177305, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.24113475177304963, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.22695035460992907, 'no_answer': 0.0, 'sum_logits_corr': -32.48801644643148, 'logits_per_token_corr': -3.7859271926362945, 'logits_per_char_corr': -0.9999678790482726, 'logits_per_byte_corr': 1.4411390700015767, 'correct_prob': 0.0020937695171738715, 'correct_prob_per_token': 0.06074949572337374, 'correct_prob_per_char': 0.40677595283439444, 'margin': -0.0027321889405157586, 'margin_per_token': -0.03544384841446073, 'margin_per_char': -0.06782729944376197, 'total_prob': 0.00860737021875742, 'total_prob_per_token': 0.24297875967955979, 'total_prob_per_char': 1.6166631354031284, 'uncond_correct_prob': 7.847108624960682e-06, 'uncond_correct_prob_per_token': 0.010751822435508328, 'uncond_correct_prob_per_char': 0.2826923907215629, 'uncond_total_prob': 2.6783430821952736e-05, 'norm_correct_prob': 0.2508583507968939, 'norm_correct_prob_per_token': 0.23921736458269047, 'norm_correct_prob_per_char': 0.2528641442816792, 'primary_metric': 0.2624113475177305}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.4042553191489362, 'predicted_index_per_token': 1.4361702127659575, 'predicted_index_per_char': 1.4432624113475176, 'predicted_index_per_byte': 1.4432624113475176, 'predicted_index_uncond': 1.4929078014184398, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.20212765957446807, 'acc_per_byte': 0.20212765957446807, 'acc_uncond': 0.2553191489361702, 'no_answer': 0.0, 'sum_logits_corr': -31.708101630210876, 'logits_per_token_corr': -3.7099222536117664, 'logits_per_char_corr': -0.9826957837492827, 'bits_per_byte_corr': 1.4162667797343622, 'correct_prob': 0.0018383407610576025, 'correct_prob_per_token': 0.06494075142677892, 'correct_prob_per_char': 0.4139024380247408, 'margin': -0.0025083154191062732, 'margin_per_token': -0.0360364976055037, 'margin_per_char': -0.06890408766019386, 'total_prob': 0.008033635287952132, 'total_prob_per_token': 0.2564661443087983, 'total_prob_per_char': 1.6391278824471966, 'uncond_correct_prob': 2.8075548580052156e-06, 'uncond_correct_prob_per_token': 0.010198571086596593, 'uncond_correct_prob_per_char': 0.2794122387806335, 'uncond_total_prob': 1.505641368336002e-05, 'norm_correct_prob': 0.2706310047777127, 'norm_correct_prob_per_token': 0.24083535717483476, 'norm_correct_prob_per_char': 0.2537033516919635, 'primary_metric': 0.26595744680851063}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.3439716312056738, 'predicted_index_per_token': 1.4219858156028369, 'predicted_index_per_char': 1.3794326241134751, 'predicted_index_per_byte': 1.375886524822695, 'predicted_index_uncond': 1.4716312056737588, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.24113475177304963, 'acc_per_token': 0.21631205673758866, 'acc_per_char': 0.22695035460992907, 'acc_per_byte': 0.23049645390070922, 'acc_uncond': 0.2375886524822695, 'no_answer': 0.0, 'sum_logits_corr': -31.60576843623574, 'logits_per_token_corr': -3.676921824310371, 'logits_per_char_corr': -0.9736658844757249, 'bits_per_byte_corr': 1.403118954007962, 'correct_prob': 0.0022426671684644896, 'correct_prob_per_token': 0.06381581711711617, 'correct_prob_per_char': 0.4161665444525288, 'margin': -0.003292506564618929, 'margin_per_token': -0.03621759422349888, 'margin_per_char': -0.06630567119019043, 'total_prob': 0.00929769649146804, 'total_prob_per_token': 0.25410746021426983, 'total_prob_per_char': 1.652672263243934, 'uncond_correct_prob': 1.3397332178750392e-05, 'uncond_correct_prob_per_token': 0.011358713056350203, 'uncond_correct_prob_per_char': 0.2846020407933216, 'uncond_total_prob': 5.886961658618932e-05, 'norm_correct_prob': 0.25040913544521637, 'norm_correct_prob_per_token': 0.23984083966859576, 'norm_correct_prob_per_char': 0.25286030982830016, 'primary_metric': 0.24113475177304963}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.3333333333333333, 'predicted_index_per_token': 1.4326241134751774, 'predicted_index_per_char': 1.450354609929078, 'predicted_index_per_byte': 1.6418439716312057, 'predicted_index_uncond': 1.4893617021276595, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.24468085106382978, 'acc_per_byte': 0.2375886524822695, 'acc_uncond': 0.1950354609929078, 'no_answer': 0.0, 'sum_logits_corr': -32.22151031561777, 'logits_per_token_corr': -3.7367767474284226, 'logits_per_char_corr': -0.9919321508088358, 'logits_per_byte_corr': 1.429544637660776, 'correct_prob': 0.0019060996366205864, 'correct_prob_per_token': 0.06102177011880446, 'correct_prob_per_char': 0.40971582690339214, 'margin': -0.0022020114685650655, 'margin_per_token': -0.035105058181162344, 'margin_per_char': -0.0677264909814917, 'total_prob': 0.007558717887276201, 'total_prob_per_token': 0.24316362902614816, 'total_prob_per_char': 1.6273795004432379, 'uncond_correct_prob': 1.2804799444997607e-05, 'uncond_correct_prob_per_token': 0.012106101953885456, 'uncond_correct_prob_per_char': 0.28908573023360745, 'uncond_total_prob': 5.144323814992246e-05, 'norm_correct_prob': 0.262189649986535, 'norm_correct_prob_per_token': 0.24026753091446737, 'norm_correct_prob_per_char': 0.2531850725607316, 'primary_metric': 0.2730496453900709}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.3865248226950355, 'predicted_index_per_token': 1.4184397163120568, 'predicted_index_per_char': 1.4184397163120568, 'predicted_index_per_byte': 1.4113475177304964, 'predicted_index_uncond': 1.4361702127659575, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25177304964539005, 'acc_per_token': 0.2127659574468085, 'acc_per_char': 0.2127659574468085, 'acc_per_byte': 0.2127659574468085, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -31.198379137837296, 'logits_per_token_corr': -3.65028258242635, 'logits_per_char_corr': -0.9716504153665707, 'bits_per_byte_corr': 1.4003387560579192, 'correct_prob': 0.0017467215283648065, 'correct_prob_per_token': 0.06501068842916517, 'correct_prob_per_char': 0.4176401759012837, 'margin': -0.0024498993782655315, 'margin_per_token': -0.03672069938560604, 'margin_per_char': -0.06900474694302615, 'total_prob': 0.007664752013815254, 'total_prob_per_token': 0.2575013478459716, 'total_prob_per_char': 1.6548462215681736, 'uncond_correct_prob': 4.28709687695731e-06, 'uncond_correct_prob_per_token': 0.010762673725464002, 'uncond_correct_prob_per_char': 0.2813908758272858, 'uncond_total_prob': 2.12096932823624e-05, 'norm_correct_prob': 0.2625501976905025, 'norm_correct_prob_per_token': 0.2405517383467776, 'norm_correct_prob_per_char': 0.25348912070549484, 'primary_metric': 0.25177304964539005}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.3794326241134751, 'predicted_index_per_token': 1.4361702127659575, 'predicted_index_per_char': 1.4078014184397163, 'predicted_index_per_byte': 1.4078014184397163, 'predicted_index_uncond': 1.4645390070921986, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2553191489361702, 'acc_per_token': 0.23404255319148937, 'acc_per_char': 0.22340425531914893, 'acc_per_byte': 0.22340425531914893, 'acc_uncond': 0.25886524822695034, 'no_answer': 0.0, 'sum_logits_corr': -31.447391647819085, 'logits_per_token_corr': -3.682349134439447, 'logits_per_char_corr': -0.9772493946218259, 'bits_per_byte_corr': 1.4083081541089122, 'correct_prob': 0.0027785657643393876, 'correct_prob_per_token': 0.065469521780164, 'correct_prob_per_char': 0.417557762965969, 'margin': -0.002862990623264194, 'margin_per_token': -0.038722500902023, 'margin_per_char': -0.06980941730557573, 'total_prob': 0.01018616742602906, 'total_prob_per_token': 0.2618579961173901, 'total_prob_per_char': 1.6612475915377736, 'uncond_correct_prob': 9.05055562075877e-06, 'uncond_correct_prob_per_token': 0.010912707431966569, 'uncond_correct_prob_per_char': 0.28274438562997367, 'uncond_total_prob': 3.7470726026779554e-05, 'norm_correct_prob': 0.24770637775502405, 'norm_correct_prob_per_token': 0.23827678917724981, 'norm_correct_prob_per_char': 0.2519658640289948, 'primary_metric': 0.2553191489361702}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.3191489361702127, 'predicted_index_per_token': 1.3971631205673758, 'predicted_index_per_char': 1.3865248226950355, 'predicted_index_per_byte': 1.627659574468085, 'predicted_index_uncond': 1.4822695035460993, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.26595744680851063, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.2375886524822695, 'acc_uncond': 0.22340425531914893, 'no_answer': 0.0, 'sum_logits_corr': -31.574582270696652, 'logits_per_token_corr': -3.658964609894009, 'logits_per_char_corr': -0.9725943281495878, 'logits_per_byte_corr': 1.4016755747192111, 'correct_prob': 0.0024340355738025113, 'correct_prob_per_token': 0.06468148429008617, 'correct_prob_per_char': 0.41767206687644554, 'margin': -0.002412169586417346, 'margin_per_token': -0.03729966451581937, 'margin_per_char': -0.06920499501976086, 'total_prob': 0.009013890024855836, 'total_prob_per_token': 0.2575788743828231, 'total_prob_per_char': 1.6574663734284976, 'uncond_correct_prob': 1.0046518423928259e-05, 'uncond_correct_prob_per_token': 0.01210167098497667, 'uncond_correct_prob_per_char': 0.2894083091818491, 'uncond_total_prob': 3.7832723412227866e-05, 'norm_correct_prob': 0.2626196173065292, 'norm_correct_prob_per_token': 0.2418480473356032, 'norm_correct_prob_per_char': 0.2535992545863038, 'primary_metric': 0.2730496453900709}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4113475177304964, 'predicted_index_per_token': 1.4042553191489362, 'predicted_index_per_char': 1.450354609929078, 'predicted_index_per_byte': 1.4432624113475176, 'predicted_index_uncond': 1.4858156028368794, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.24822695035460993, 'acc_per_token': 0.20567375886524822, 'acc_per_char': 0.20567375886524822, 'acc_per_byte': 0.20567375886524822, 'acc_uncond': 0.25177304964539005, 'no_answer': 0.0, 'sum_logits_corr': -31.11386455627198, 'logits_per_token_corr': -3.6390641702374276, 'logits_per_char_corr': -0.9693253302745671, 'bits_per_byte_corr': 1.3970015256623924, 'correct_prob': 0.0016988610676287553, 'correct_prob_per_token': 0.0652369623660479, 'correct_prob_per_char': 0.4187298225342411, 'margin': -0.0023724442971590097, 'margin_per_token': -0.03684200453007035, 'margin_per_char': -0.06880607920294175, 'total_prob': 0.0074811042474164915, 'total_prob_per_token': 0.25897200461145164, 'total_prob_per_char': 1.659563427196477, 'uncond_correct_prob': 2.9424096215242457e-06, 'uncond_correct_prob_per_token': 0.010431002517444265, 'uncond_correct_prob_per_char': 0.2794485347653373, 'uncond_total_prob': 1.4928163532892287e-05, 'norm_correct_prob': 0.26096493875527915, 'norm_correct_prob_per_token': 0.2404915802559434, 'norm_correct_prob_per_char': 0.2534020086592321, 'primary_metric': 0.24822695035460993}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.375886524822695, 'predicted_index_per_token': 1.4113475177304964, 'predicted_index_per_char': 1.3794326241134751, 'predicted_index_per_byte': 1.3652482269503545, 'predicted_index_uncond': 1.450354609929078, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.24822695035460993, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.23049645390070922, 'acc_per_byte': 0.23049645390070922, 'acc_uncond': 0.2375886524822695, 'no_answer': 0.0, 'sum_logits_corr': -31.382537129500232, 'logits_per_token_corr': -3.6737327833604456, 'logits_per_char_corr': -0.977484313983101, 'bits_per_byte_corr': 1.408662257750256, 'correct_prob': 0.0025820782336964574, 'correct_prob_per_token': 0.06456205251264518, 'correct_prob_per_char': 0.41732269575618364, 'margin': -0.0029029707619413507, 'margin_per_token': -0.03810200512653245, 'margin_per_char': -0.06852565381388197, 'total_prob': 0.0098018782123774, 'total_prob_per_token': 0.2585655654940387, 'total_prob_per_char': 1.6590920112405494, 'uncond_correct_prob': 8.584338954136192e-06, 'uncond_correct_prob_per_token': 0.010954620792790535, 'uncond_correct_prob_per_char': 0.28331677429713853, 'uncond_total_prob': 3.7375927301395176e-05, 'norm_correct_prob': 0.24906547129184406, 'norm_correct_prob_per_token': 0.23889560641932384, 'norm_correct_prob_per_char': 0.2523968671247577, 'primary_metric': 0.24822695035460993}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.322695035460993, 'predicted_index_per_token': 1.3971631205673758, 'predicted_index_per_char': 1.3936170212765957, 'predicted_index_per_byte': 1.6595744680851063, 'predicted_index_uncond': 1.4893617021276595, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.2553191489361702, 'acc_per_char': 0.2695035460992908, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.20212765957446807, 'no_answer': 0.0, 'sum_logits_corr': -31.5752220069263, 'logits_per_token_corr': -3.6580826357425544, 'logits_per_char_corr': -0.9704979159610391, 'logits_per_byte_corr': 1.3986328224179254, 'correct_prob': 0.0022291253001859358, 'correct_prob_per_token': 0.0646639203566407, 'correct_prob_per_char': 0.4178569639431742, 'margin': -0.0023387978139844984, 'margin_per_token': -0.036583096057081044, 'margin_per_char': -0.06779656078110585, 'total_prob': 0.008527588380816546, 'total_prob_per_token': 0.25737411010784705, 'total_prob_per_char': 1.6576435035775345, 'uncond_correct_prob': 8.751377745258111e-06, 'uncond_correct_prob_per_token': 0.01223144366216674, 'uncond_correct_prob_per_char': 0.2902760934486299, 'uncond_total_prob': 3.305516228876244e-05, 'norm_correct_prob': 0.2616720103291791, 'norm_correct_prob_per_token': 0.24213447279562067, 'norm_correct_prob_per_char': 0.2536707662113095, 'primary_metric': 0.2730496453900709}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.3865248226950355, 'predicted_index_per_token': 1.4078014184397163, 'predicted_index_per_char': 1.4361702127659575, 'predicted_index_per_byte': 1.4326241134751774, 'predicted_index_uncond': 1.4858156028368794, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.24468085106382978, 'acc_per_token': 0.2198581560283688, 'acc_per_char': 0.21631205673758866, 'acc_per_byte': 0.2198581560283688, 'acc_uncond': 0.24822695035460993, 'no_answer': 0.0, 'sum_logits_corr': -31.192168097124032, 'logits_per_token_corr': -3.6518246351766632, 'logits_per_char_corr': -0.9730246557470466, 'bits_per_byte_corr': 1.4023290310096033, 'correct_prob': 0.001688909369396217, 'correct_prob_per_token': 0.06449719841928671, 'correct_prob_per_char': 0.4172731221271334, 'margin': -0.002481038251568045, 'margin_per_token': -0.03673968165870774, 'margin_per_char': -0.0687617836019098, 'total_prob': 0.007534880026932394, 'total_prob_per_token': 0.2563228152363258, 'total_prob_per_char': 1.6544588953351789, 'uncond_correct_prob': 3.5656668183714647e-06, 'uncond_correct_prob_per_token': 0.01062032293107756, 'uncond_correct_prob_per_char': 0.28073337193583914, 'uncond_total_prob': 1.8795251073131722e-05, 'norm_correct_prob': 0.26009067561555466, 'norm_correct_prob_per_token': 0.24070843337003525, 'norm_correct_prob_per_char': 0.2533258045281463, 'primary_metric': 0.24468085106382978}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.3581560283687943, 'predicted_index_per_token': 1.4184397163120568, 'predicted_index_per_char': 1.3900709219858156, 'predicted_index_per_byte': 1.400709219858156, 'predicted_index_uncond': 1.4787234042553192, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25886524822695034, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.23404255319148937, 'acc_per_byte': 0.23049645390070922, 'acc_uncond': 0.2127659574468085, 'no_answer': 0.0, 'sum_logits_corr': -31.321876286192143, 'logits_per_token_corr': -3.6581043090109864, 'logits_per_char_corr': -0.9718174348837556, 'bits_per_byte_corr': 1.4004846582441488, 'correct_prob': 0.002602454794053525, 'correct_prob_per_token': 0.06504394292358619, 'correct_prob_per_char': 0.4186859808711774, 'margin': -0.0030679684465948344, 'margin_per_token': -0.03915038102830984, 'margin_per_char': -0.06969767540197148, 'total_prob': 0.00999992502135025, 'total_prob_per_token': 0.2617240867346092, 'total_prob_per_char': 1.665929174359027, 'uncond_correct_prob': 9.406446635770273e-06, 'uncond_correct_prob_per_token': 0.011115438163103035, 'uncond_correct_prob_per_char': 0.2839203375303416, 'uncond_total_prob': 4.021650239680374e-05, 'norm_correct_prob': 0.24744344580284042, 'norm_correct_prob_per_token': 0.23863438653169428, 'norm_correct_prob_per_char': 0.2522240093292049, 'primary_metric': 0.25886524822695034}
|
90M
|
FineWeb-Pro
|
mmlu_professional_accounting
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.3617021276595744, 'predicted_index_per_token': 1.4361702127659575, 'predicted_index_per_char': 1.4326241134751774, 'predicted_index_per_byte': 1.6205673758865249, 'predicted_index_uncond': 1.5212765957446808, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.25886524822695034, 'acc_per_char': 0.25886524822695034, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.22340425531914893, 'no_answer': 0.0, 'sum_logits_corr': -31.496183427513067, 'logits_per_token_corr': -3.6496027334142287, 'logits_per_char_corr': -0.9709358173677569, 'logits_per_byte_corr': 1.3992759579799332, 'correct_prob': 0.002166526158460713, 'correct_prob_per_token': 0.0643253948528281, 'correct_prob_per_char': 0.41815866253378153, 'margin': -0.0022985058298177594, 'margin_per_token': -0.03701466124115906, 'margin_per_char': -0.0686048232389141, 'total_prob': 0.008308759117351476, 'total_prob_per_token': 0.2567605986735204, 'total_prob_per_char': 1.6600504015117892, 'uncond_correct_prob': 1.0053191660390304e-05, 'uncond_correct_prob_per_token': 0.012165111568962602, 'uncond_correct_prob_per_char': 0.2902772487796277, 'uncond_total_prob': 3.776110656137064e-05, 'norm_correct_prob': 0.25990652126503977, 'norm_correct_prob_per_token': 0.2415557010796346, 'norm_correct_prob_per_char': 0.25343750966934525, 'primary_metric': 0.2765957446808511}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.334419817470665, 'predicted_index_per_token': 1.4863102998696218, 'predicted_index_per_char': 1.529335071707953, 'predicted_index_per_byte': 1.530638852672751, 'predicted_index_uncond': 1.4993481095176011, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23533246414602346, 'acc_per_token': 0.2379400260756193, 'acc_per_char': 0.24315514993481094, 'acc_per_byte': 0.2438070404172099, 'acc_uncond': 0.23728813559322035, 'no_answer': 0.0, 'sum_logits_corr': -203.55475042261077, 'logits_per_token_corr': -10.918301190493468, 'logits_per_char_corr': -2.1849499482012935, 'bits_per_byte_corr': 3.1518287161105603, 'correct_prob': 2.2718401646124207e-08, 'correct_prob_per_token': 1.8250621791773465e-05, 'correct_prob_per_char': 0.12114944418430469, 'margin': -1.9650970450781355e-08, 'margin_per_token': -1.448777067812275e-06, 'margin_per_char': -0.022050431807258034, 'total_prob': 7.726218689840462e-08, 'total_prob_per_token': 7.297514879224389e-05, 'total_prob_per_char': 0.485005389547309, 'uncond_correct_prob': 4.360489331500831e-08, 'uncond_correct_prob_per_token': 1.9107964080521736e-05, 'uncond_correct_prob_per_char': 0.12210443514381589, 'uncond_total_prob': 9.725600044565608e-08, 'norm_correct_prob': 0.2356717339366015, 'norm_correct_prob_per_token': 0.2500580529884004, 'norm_correct_prob_per_char': 0.2500846896821977, 'primary_metric': 0.23533246414602346}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.348761408083442, 'predicted_index_per_token': 1.5677966101694916, 'predicted_index_per_char': 1.5228161668839635, 'predicted_index_per_byte': 1.5241199478487615, 'predicted_index_uncond': 1.604302477183833, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23859191655801826, 'acc_per_token': 0.23989569752281617, 'acc_per_char': 0.24185136897001303, 'acc_per_byte': 0.242503259452412, 'acc_uncond': 0.258148631029987, 'no_answer': 0.0, 'sum_logits_corr': -202.20384382984008, 'logits_per_token_corr': -10.876696229606628, 'logits_per_char_corr': -2.1773202068072695, 'bits_per_byte_corr': 3.1408247999095424, 'correct_prob': 2.8599697825089458e-08, 'correct_prob_per_token': 1.9107428986049813e-05, 'correct_prob_per_char': 0.1222041196285255, 'margin': -3.303952418220239e-08, 'margin_per_token': -1.7595054352062114e-06, 'margin_per_char': -0.022066667890177773, 'total_prob': 9.7898491813419e-08, 'total_prob_per_token': 7.663347613294971e-05, 'total_prob_per_char': 0.4894211712508713, 'uncond_correct_prob': 1.5590607385060322e-08, 'uncond_correct_prob_per_token': 1.678543303476688e-05, 'uncond_correct_prob_per_char': 0.11942172718078209, 'uncond_total_prob': 9.119062256645024e-08, 'norm_correct_prob': 0.2371356657003461, 'norm_correct_prob_per_token': 0.24939024461532858, 'norm_correct_prob_per_char': 0.2499892549814069, 'primary_metric': 0.23859191655801826}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.3546284224250327, 'predicted_index_per_token': 1.4282920469361147, 'predicted_index_per_char': 1.5280312907431552, 'predicted_index_per_byte': 1.4830508474576272, 'predicted_index_uncond': 1.467405475880052, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23076923076923078, 'acc_per_token': 0.23989569752281617, 'acc_per_char': 0.242503259452412, 'acc_per_byte': 0.23402868318122555, 'acc_uncond': 0.24119947848761408, 'no_answer': 0.0, 'sum_logits_corr': -203.22798831770598, 'logits_per_token_corr': -10.901506546009843, 'logits_per_char_corr': -2.181780197879517, 'logits_per_byte_corr': 3.1472569227082814, 'correct_prob': 2.1387300626213385e-08, 'correct_prob_per_token': 1.854921604484386e-05, 'correct_prob_per_char': 0.12156497143102125, 'margin': -2.6362191066852766e-08, 'margin_per_token': -1.4746038678296184e-06, 'margin_per_char': -0.022112652641052586, 'total_prob': 7.256746843571427e-08, 'total_prob_per_token': 7.420481348820014e-05, 'total_prob_per_char': 0.48668053338935163, 'uncond_correct_prob': 2.152891506270654e-08, 'uncond_correct_prob_per_token': 1.9589614531270125e-05, 'uncond_correct_prob_per_char': 0.12254503825811787, 'uncond_total_prob': 8.272146798538369e-08, 'norm_correct_prob': 0.23582564026846697, 'norm_correct_prob_per_token': 0.24993674594583734, 'norm_correct_prob_per_char': 0.25007237579663505, 'primary_metric': 0.23076923076923078}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.3696219035202086, 'predicted_index_per_token': 1.5488917861799218, 'predicted_index_per_char': 1.5247718383311604, 'predicted_index_per_byte': 1.5247718383311604, 'predicted_index_uncond': 1.5065189048239895, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23598435462842243, 'acc_per_token': 0.2333767926988266, 'acc_per_char': 0.24185136897001303, 'acc_per_byte': 0.24185136897001303, 'acc_uncond': 0.24641460234680573, 'no_answer': 0.0, 'sum_logits_corr': -76.41706093722247, 'logits_per_token_corr': -4.344654230372288, 'logits_per_char_corr': -0.8665406616655623, 'bits_per_byte_corr': 1.2499684406263942, 'correct_prob': 4.475777737940681e-07, 'correct_prob_per_token': 0.019323501119910737, 'correct_prob_per_char': 0.43470031903649436, 'margin': -5.680643914094875e-06, 'margin_per_token': -0.010595826177506706, 'margin_per_char': -0.05043864590324187, 'total_prob': 6.6735636640821735e-06, 'total_prob_per_token': 0.07893050825893203, 'total_prob_per_char': 1.7444962021117443, 'uncond_correct_prob': 3.3400274185596282e-06, 'uncond_correct_prob_per_token': 0.008689493419519332, 'uncond_correct_prob_per_char': 0.37397246452094957, 'uncond_total_prob': 1.6742224310193097e-05, 'norm_correct_prob': 0.2371759973452962, 'norm_correct_prob_per_token': 0.24768098841532196, 'norm_correct_prob_per_char': 0.24910270824541722, 'primary_metric': 0.23598435462842243}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.3970013037809648, 'predicted_index_per_token': 1.5332464146023468, 'predicted_index_per_char': 1.5254237288135593, 'predicted_index_per_byte': 1.5254237288135593, 'predicted_index_uncond': 1.5658409387222947, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23076923076923078, 'acc_per_token': 0.2503259452411995, 'acc_per_char': 0.24641460234680573, 'acc_per_byte': 0.24641460234680573, 'acc_uncond': 0.2620599739243807, 'no_answer': 0.0, 'sum_logits_corr': -75.52705744689882, 'logits_per_token_corr': -4.311353000085721, 'logits_per_char_corr': -0.8609705905056182, 'bits_per_byte_corr': 1.2419338534925835, 'correct_prob': 2.766828150383369e-07, 'correct_prob_per_token': 0.02002627534742208, 'correct_prob_per_char': 0.4379219256550966, 'margin': -7.199240170235966e-06, 'margin_per_token': -0.01064202133313212, 'margin_per_char': -0.04997785866046236, 'total_prob': 7.82327859491516e-06, 'total_prob_per_token': 0.08144070011711944, 'total_prob_per_char': 1.7567001246673666, 'uncond_correct_prob': 3.318181831735823e-06, 'uncond_correct_prob_per_token': 0.0078391190716544, 'uncond_correct_prob_per_char': 0.3664243529560725, 'uncond_total_prob': 1.2474856866732383e-05, 'norm_correct_prob': 0.23207104354391167, 'norm_correct_prob_per_token': 0.24879082949614842, 'norm_correct_prob_per_char': 0.24924387665407807, 'primary_metric': 0.23076923076923078}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.3722294654498044, 'predicted_index_per_token': 1.546936114732725, 'predicted_index_per_char': 1.5365058670143417, 'predicted_index_per_byte': 1.4732724902216427, 'predicted_index_uncond': 1.498696219035202, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.242503259452412, 'acc_per_token': 0.2457627118644068, 'acc_per_char': 0.2457627118644068, 'acc_per_byte': 0.24185136897001303, 'acc_uncond': 0.25554106910039115, 'no_answer': 0.0, 'sum_logits_corr': -74.8853703962622, 'logits_per_token_corr': -4.2669649640467195, 'logits_per_char_corr': -0.85188541188955, 'logits_per_byte_corr': 1.228829690917876, 'correct_prob': 5.939993743938621e-07, 'correct_prob_per_token': 0.02133155480991515, 'correct_prob_per_char': 0.4421577376636429, 'margin': -1.1765209795317562e-05, 'margin_per_token': -0.011909383983708166, 'margin_per_char': -0.05292757678175749, 'total_prob': 1.3055375750278366e-05, 'total_prob_per_token': 0.08702985577859115, 'total_prob_per_char': 1.7749509794853333, 'uncond_correct_prob': 1.0676647293887562e-06, 'uncond_correct_prob_per_token': 0.008462431751121333, 'uncond_correct_prob_per_char': 0.37132099356862636, 'uncond_total_prob': 5.640739006881827e-06, 'norm_correct_prob': 0.24050164036990293, 'norm_correct_prob_per_token': 0.24718636607287675, 'norm_correct_prob_per_char': 0.24891018097878845, 'primary_metric': 0.242503259452412}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.3950456323337679, 'predicted_index_per_token': 1.5078226857887875, 'predicted_index_per_char': 1.5482398956975227, 'predicted_index_per_byte': 1.5488917861799218, 'predicted_index_uncond': 1.5182529335071708, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23728813559322035, 'acc_per_token': 0.242503259452412, 'acc_per_char': 0.24967405475880053, 'acc_per_byte': 0.24902216427640156, 'acc_uncond': 0.25554106910039115, 'no_answer': 0.0, 'sum_logits_corr': -70.7372617171361, 'logits_per_token_corr': -4.086043004904421, 'logits_per_char_corr': -0.8172664889984934, 'bits_per_byte_corr': 1.1788896374004567, 'correct_prob': 6.350218333079572e-07, 'correct_prob_per_token': 0.026882933333713496, 'correct_prob_per_char': 0.4595147246551077, 'margin': -3.247725088075321e-05, 'margin_per_token': -0.014470684964447006, 'margin_per_char': -0.05345628653713457, 'total_prob': 3.38514153770498e-05, 'total_prob_per_token': 0.10937379201758315, 'total_prob_per_char': 1.8431213530570165, 'uncond_correct_prob': 9.782851855894635e-07, 'uncond_correct_prob_per_token': 0.010280743729790029, 'uncond_correct_prob_per_char': 0.3859058491945161, 'uncond_total_prob': 5.097888181411185e-06, 'norm_correct_prob': 0.23879952624893838, 'norm_correct_prob_per_token': 0.24894429926025352, 'norm_correct_prob_per_char': 0.2493519706011588, 'primary_metric': 0.23728813559322035}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.3735332464146024, 'predicted_index_per_token': 1.5058670143415906, 'predicted_index_per_char': 1.5136897001303782, 'predicted_index_per_byte': 1.5136897001303782, 'predicted_index_uncond': 1.4928292046936116, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2438070404172099, 'acc_per_token': 0.2503259452411995, 'acc_per_char': 0.2542372881355932, 'acc_per_byte': 0.2542372881355932, 'acc_uncond': 0.2588005215123859, 'no_answer': 0.0, 'sum_logits_corr': -71.96236925174857, 'logits_per_token_corr': -4.152961918362938, 'logits_per_char_corr': -0.8313138773784742, 'bits_per_byte_corr': 1.1991619450896631, 'correct_prob': 5.780839947929978e-07, 'correct_prob_per_token': 0.0246939199246591, 'correct_prob_per_char': 0.4533112644347474, 'margin': -8.651706551081011e-06, 'margin_per_token': -0.013087663108498657, 'margin_per_char': -0.05239808247326693, 'total_prob': 9.839361968329142e-06, 'total_prob_per_token': 0.10028044945755538, 'total_prob_per_char': 1.8181306921269538, 'uncond_correct_prob': 1.5011735012680023e-06, 'uncond_correct_prob_per_token': 0.009429251725523398, 'uncond_correct_prob_per_char': 0.38019941797048606, 'uncond_total_prob': 7.734329863430171e-06, 'norm_correct_prob': 0.24357828027229086, 'norm_correct_prob_per_token': 0.24865301909115536, 'norm_correct_prob_per_char': 0.24923941713588432, 'primary_metric': 0.2438070404172099}
|
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.