params
stringclasses 14
values | data
stringclasses 25
values | task
stringclasses 66
values | step
int64 0
69.4k
| seed
stringclasses 5
values | chinchilla
stringclasses 1
value | tokens
int64 0
100B
| compute
float64 0
706,209,840,435B
| metrics
stringlengths 769
1.41k
|
|---|---|---|---|---|---|---|---|---|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.3839634941329857, 'predicted_index_per_token': 1.545632333767927, 'predicted_index_per_char': 1.4778357235984354, 'predicted_index_per_byte': 1.4804432855280314, 'predicted_index_uncond': 1.5423728813559323, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2392438070404172, 'acc_per_token': 0.258148631029987, 'acc_per_char': 0.2503259452411995, 'acc_per_byte': 0.24445893089960888, 'acc_uncond': 0.24641460234680573, 'no_answer': 0.0, 'sum_logits_corr': -70.63947098258267, 'logits_per_token_corr': -4.038414559953647, 'logits_per_char_corr': -0.8069199193834931, 'logits_per_byte_corr': 1.1639686826476379, 'correct_prob': 8.99020857799527e-07, 'correct_prob_per_token': 0.026762786178365253, 'correct_prob_per_char': 0.4620371985362149, 'margin': -4.5550430691229204e-05, 'margin_per_token': -0.014242414102587165, 'margin_per_char': -0.05236803748602023, 'total_prob': 4.744528239284195e-05, 'total_prob_per_token': 0.10816260270743915, 'total_prob_per_char': 1.8518732518322978, 'uncond_correct_prob': 5.042986219432453e-07, 'uncond_correct_prob_per_token': 0.009475159803673826, 'uncond_correct_prob_per_char': 0.37978090092808175, 'uncond_total_prob': 3.2840773869573585e-06, 'norm_correct_prob': 0.24047198261761105, 'norm_correct_prob_per_token': 0.2492581054059885, 'norm_correct_prob_per_char': 0.24936328669086755, 'primary_metric': 0.2392438070404172}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.394393741851369, 'predicted_index_per_token': 1.4889178617992178, 'predicted_index_per_char': 1.5228161668839635, 'predicted_index_per_byte': 1.5228161668839635, 'predicted_index_uncond': 1.5625814863102998, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23989569752281617, 'acc_per_token': 0.23859191655801826, 'acc_per_char': 0.2503259452411995, 'acc_per_byte': 0.2503259452411995, 'acc_uncond': 0.26988265971316816, 'no_answer': 0.0, 'sum_logits_corr': -69.6707223767252, 'logits_per_token_corr': -4.028143546486954, 'logits_per_char_corr': -0.8049032501684794, 'bits_per_byte_corr': 1.1610567170471784, 'correct_prob': 7.723569290248885e-07, 'correct_prob_per_token': 0.02816245765409543, 'correct_prob_per_char': 0.46421880509978913, 'margin': -2.7560559865762726e-05, 'margin_per_token': -0.015041617102604099, 'margin_per_char': -0.05447175190186877, 'total_prob': 2.9282446520208725e-05, 'total_prob_per_token': 0.11399828390729681, 'total_prob_per_char': 1.8621190386807376, 'uncond_correct_prob': 1.7001009127094097e-06, 'uncond_correct_prob_per_token': 0.01057796164736787, 'uncond_correct_prob_per_char': 0.3863973750175341, 'uncond_total_prob': 8.496990175038733e-06, 'norm_correct_prob': 0.23908096732045342, 'norm_correct_prob_per_token': 0.24784700357427783, 'norm_correct_prob_per_char': 0.24914954696958508, 'primary_metric': 0.23989569752281617}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.3722294654498044, 'predicted_index_per_token': 1.5123859191655802, 'predicted_index_per_char': 1.4895697522816167, 'predicted_index_per_byte': 1.4895697522816167, 'predicted_index_uncond': 1.5182529335071708, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2470664928292047, 'acc_per_token': 0.242503259452412, 'acc_per_char': 0.24967405475880053, 'acc_per_byte': 0.24967405475880053, 'acc_uncond': 0.27053455019556716, 'no_answer': 0.0, 'sum_logits_corr': -69.68981870709685, 'logits_per_token_corr': -4.027725822103891, 'logits_per_char_corr': -0.8055301494078554, 'bits_per_byte_corr': 1.1619657953778602, 'correct_prob': 2.2839784944628656e-06, 'correct_prob_per_token': 0.028139876372854006, 'correct_prob_per_char': 0.4645165484908834, 'margin': -2.982927408531847e-05, 'margin_per_token': -0.014618466344866474, 'margin_per_char': -0.05348054578239032, 'total_prob': 3.452365381936449e-05, 'total_prob_per_token': 0.11332674043905967, 'total_prob_per_char': 1.861758735801419, 'uncond_correct_prob': 5.679954527258846e-07, 'uncond_correct_prob_per_token': 0.010546150327635982, 'uncond_correct_prob_per_char': 0.38741378544076394, 'uncond_total_prob': 4.540552087001736e-06, 'norm_correct_prob': 0.24613841200056852, 'norm_correct_prob_per_token': 0.24983335884687863, 'norm_correct_prob_per_char': 0.24944978562684456, 'primary_metric': 0.2470664928292047}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.3709256844850066, 'predicted_index_per_token': 1.4667535853976532, 'predicted_index_per_char': 1.4726205997392439, 'predicted_index_per_byte': 1.4902216427640156, 'predicted_index_uncond': 1.5169491525423728, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23859191655801826, 'acc_per_token': 0.23989569752281617, 'acc_per_char': 0.24837027379400262, 'acc_per_byte': 0.24315514993481094, 'acc_uncond': 0.24837027379400262, 'no_answer': 0.0, 'sum_logits_corr': -68.62638490109897, 'logits_per_token_corr': -3.9184380056821895, 'logits_per_char_corr': -0.7822772639232003, 'logits_per_byte_corr': 1.1284193071227386, 'correct_prob': 1.4003872334366143e-06, 'correct_prob_per_token': 0.02981622412829921, 'correct_prob_per_char': 0.4725760289582708, 'margin': -3.5503951536782895e-05, 'margin_per_token': -0.01650708678403774, 'margin_per_char': -0.05482971733498018, 'total_prob': 3.868545486367874e-05, 'total_prob_per_token': 0.12129181292696276, 'total_prob_per_char': 1.8958531835836976, 'uncond_correct_prob': 1.127608477379286e-06, 'uncond_correct_prob_per_token': 0.010957264307522406, 'uncond_correct_prob_per_char': 0.3908998862924706, 'uncond_total_prob': 5.559670800244115e-06, 'norm_correct_prob': 0.23829176262997953, 'norm_correct_prob_per_token': 0.2474954546534558, 'norm_correct_prob_per_char': 0.2492515820308259, 'primary_metric': 0.23859191655801826}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.38135593220339, 'predicted_index_per_token': 1.5032594524119949, 'predicted_index_per_char': 1.4889178617992178, 'predicted_index_per_byte': 1.4889178617992178, 'predicted_index_uncond': 1.5195567144719686, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24315514993481094, 'acc_per_token': 0.24837027379400262, 'acc_per_char': 0.25358539765319427, 'acc_per_byte': 0.25358539765319427, 'acc_uncond': 0.27053455019556716, 'no_answer': 0.0, 'sum_logits_corr': -65.75713696691173, 'logits_per_token_corr': -3.747147563503875, 'logits_per_char_corr': -0.7469272756988505, 'bits_per_byte_corr': 1.0774162978098292, 'correct_prob': 3.981188417466442e-06, 'correct_prob_per_token': 0.03537076339342153, 'correct_prob_per_char': 0.4888086615313529, 'margin': -4.015654441394593e-05, 'margin_per_token': -0.018580813580395504, 'margin_per_char': -0.05453518734604721, 'total_prob': 4.8307795559525826e-05, 'total_prob_per_token': 0.142495974432087, 'total_prob_per_char': 1.956687037671311, 'uncond_correct_prob': 1.1558824802185976e-06, 'uncond_correct_prob_per_token': 0.011641906410954935, 'uncond_correct_prob_per_char': 0.39472599664491137, 'uncond_total_prob': 5.996489060801968e-06, 'norm_correct_prob': 0.24107742912995095, 'norm_correct_prob_per_token': 0.2507378950222526, 'norm_correct_prob_per_char': 0.2497682665925402, 'primary_metric': 0.24315514993481094}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.3696219035202086, 'predicted_index_per_token': 1.5045632333767927, 'predicted_index_per_char': 1.5182529335071708, 'predicted_index_per_byte': 1.5195567144719686, 'predicted_index_uncond': 1.5136897001303782, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2529335071707953, 'acc_per_token': 0.2542372881355932, 'acc_per_char': 0.2646675358539765, 'acc_per_byte': 0.2653194263363755, 'acc_uncond': 0.27835723598435463, 'no_answer': 0.0, 'sum_logits_corr': -66.34178825649475, 'logits_per_token_corr': -3.7596340447908587, 'logits_per_char_corr': -0.7488115352114609, 'bits_per_byte_corr': 1.0801367584861328, 'correct_prob': 5.729970044723657e-06, 'correct_prob_per_token': 0.03418742468279062, 'correct_prob_per_char': 0.48686023593448186, 'margin': -2.5970261223891453e-05, 'margin_per_token': -0.017317316830364034, 'margin_per_char': -0.05253553269179391, 'total_prob': 3.795361688357278e-05, 'total_prob_per_token': 0.1364751505370661, 'total_prob_per_char': 1.9437587182832388, 'uncond_correct_prob': 1.1462914986643125e-06, 'uncond_correct_prob_per_token': 0.010937559792486333, 'uncond_correct_prob_per_char': 0.38866976651180274, 'uncond_total_prob': 8.93154237376797e-06, 'norm_correct_prob': 0.25084235838004404, 'norm_correct_prob_per_token': 0.2539403499627657, 'norm_correct_prob_per_char': 0.2506335252268833, 'primary_metric': 0.2529335071707953}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.361799217731421, 'predicted_index_per_token': 1.5286831812255541, 'predicted_index_per_char': 1.5397653194263363, 'predicted_index_per_byte': 1.482398956975228, 'predicted_index_uncond': 1.545632333767927, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24511082138200782, 'acc_per_token': 0.2529335071707953, 'acc_per_char': 0.25684485006518903, 'acc_per_byte': 0.24445893089960888, 'acc_uncond': 0.27053455019556716, 'no_answer': 0.0, 'sum_logits_corr': -66.56141035093633, 'logits_per_token_corr': -3.811705845294226, 'logits_per_char_corr': -0.7595058981244239, 'logits_per_byte_corr': 1.0955705900664452, 'correct_prob': 1.9029739907838088e-06, 'correct_prob_per_token': 0.03325504022261645, 'correct_prob_per_char': 0.4825610566351543, 'margin': -3.1207534243138255e-05, 'margin_per_token': -0.01681692299402952, 'margin_per_char': -0.053010566388155496, 'total_prob': 3.5285376764276284e-05, 'total_prob_per_token': 0.132867910865891, 'total_prob_per_char': 1.9299542331400372, 'uncond_correct_prob': 9.35625705941026e-07, 'uncond_correct_prob_per_token': 0.011755442825344716, 'uncond_correct_prob_per_char': 0.39533890667409805, 'uncond_total_prob': 6.679296387705556e-06, 'norm_correct_prob': 0.2454316137293098, 'norm_correct_prob_per_token': 0.2518409659373795, 'norm_correct_prob_per_char': 0.2500213608008024, 'primary_metric': 0.24511082138200782}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.3591916558018253, 'predicted_index_per_token': 1.4934810951760105, 'predicted_index_per_char': 1.467405475880052, 'predicted_index_per_byte': 1.467405475880052, 'predicted_index_uncond': 1.5501955671447196, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24445893089960888, 'acc_per_token': 0.2503259452411995, 'acc_per_char': 0.2516297262059974, 'acc_per_byte': 0.2516297262059974, 'acc_uncond': 0.2457627118644068, 'no_answer': 0.0, 'sum_logits_corr': -64.5818451852811, 'logits_per_token_corr': -3.644631697791637, 'logits_per_char_corr': -0.7247730237702885, 'bits_per_byte_corr': 1.0454572579593202, 'correct_prob': 2.5336082265268747e-05, 'correct_prob_per_token': 0.038847283613397454, 'correct_prob_per_char': 0.4982635248087357, 'margin': -7.668600170929608e-05, 'margin_per_token': -0.02039021412480481, 'margin_per_char': -0.05507298080712287, 'total_prob': 0.0001279700109687913, 'total_prob_per_token': 0.15564633235160336, 'total_prob_per_char': 1.9928842430360925, 'uncond_correct_prob': 9.266417418981584e-07, 'uncond_correct_prob_per_token': 0.011100688766648754, 'uncond_correct_prob_per_char': 0.3893761160005169, 'uncond_total_prob': 6.1114789145384455e-06, 'norm_correct_prob': 0.24208509018812693, 'norm_correct_prob_per_token': 0.25189742899700757, 'norm_correct_prob_per_char': 0.2500566913471654, 'primary_metric': 0.24445893089960888}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.3520208604954367, 'predicted_index_per_token': 1.529335071707953, 'predicted_index_per_char': 1.498696219035202, 'predicted_index_per_byte': 1.498696219035202, 'predicted_index_uncond': 1.5267275097783573, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24837027379400262, 'acc_per_token': 0.2516297262059974, 'acc_per_char': 0.2620599739243807, 'acc_per_byte': 0.2620599739243807, 'acc_uncond': 0.26792698826597133, 'no_answer': 0.0, 'sum_logits_corr': -65.5306858665163, 'logits_per_token_corr': -3.7670833990057617, 'logits_per_char_corr': -0.751684564717862, 'bits_per_byte_corr': 1.0842866863155363, 'correct_prob': 3.1693733998783976e-06, 'correct_prob_per_token': 0.03556453790065898, 'correct_prob_per_char': 0.4875955063832713, 'margin': -5.387431893426061e-05, 'margin_per_token': -0.018530474695811736, 'margin_per_char': -0.05499389498646664, 'total_prob': 6.120740135042276e-05, 'total_prob_per_token': 0.14313437357833328, 'total_prob_per_char': 1.9513318752888664, 'uncond_correct_prob': 3.1382162386805716e-06, 'uncond_correct_prob_per_token': 0.010742469951136332, 'uncond_correct_prob_per_char': 0.3872040707307201, 'uncond_total_prob': 1.70774684378616e-05, 'norm_correct_prob': 0.24742289474879095, 'norm_correct_prob_per_token': 0.25127288520621777, 'norm_correct_prob_per_char': 0.2498783799955189, 'primary_metric': 0.24837027379400262}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.3644067796610169, 'predicted_index_per_token': 1.4784876140808345, 'predicted_index_per_char': 1.482398956975228, 'predicted_index_per_byte': 1.5195567144719686, 'predicted_index_uncond': 1.5299869621903521, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24837027379400262, 'acc_per_token': 0.24641460234680573, 'acc_per_char': 0.25358539765319427, 'acc_per_byte': 0.2529335071707953, 'acc_uncond': 0.2666232073011734, 'no_answer': 0.0, 'sum_logits_corr': -66.26404825431894, 'logits_per_token_corr': -3.799274669271657, 'logits_per_char_corr': -0.7570299426797336, 'logits_per_byte_corr': 1.0919985850353024, 'correct_prob': 2.294265742914167e-06, 'correct_prob_per_token': 0.03407870862027101, 'correct_prob_per_char': 0.4841292815907056, 'margin': -7.353199030619189e-05, 'margin_per_token': -0.01814547098858937, 'margin_per_char': -0.055023787964131717, 'total_prob': 7.826662442469245e-05, 'total_prob_per_token': 0.13764288373820022, 'total_prob_per_char': 1.9396715836960123, 'uncond_correct_prob': 1.7101163541279934e-06, 'uncond_correct_prob_per_token': 0.011923115294002, 'uncond_correct_prob_per_char': 0.39496274333158493, 'uncond_total_prob': 8.50765133288996e-06, 'norm_correct_prob': 0.24655197577308738, 'norm_correct_prob_per_token': 0.2503098681487353, 'norm_correct_prob_per_char': 0.2496496571224446, 'primary_metric': 0.24837027379400262}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.3526727509778358, 'predicted_index_per_token': 1.4830508474576272, 'predicted_index_per_char': 1.4621903520208606, 'predicted_index_per_byte': 1.4621903520208606, 'predicted_index_uncond': 1.563233376792699, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23533246414602346, 'acc_per_token': 0.2542372881355932, 'acc_per_char': 0.25945241199478486, 'acc_per_byte': 0.25945241199478486, 'acc_uncond': 0.273142112125163, 'no_answer': 0.0, 'sum_logits_corr': -64.03429455520899, 'logits_per_token_corr': -3.616370332193749, 'logits_per_char_corr': -0.7203140492903575, 'bits_per_byte_corr': 1.0390256209286586, 'correct_prob': 8.808664570222186e-06, 'correct_prob_per_token': 0.0391296414677796, 'correct_prob_per_char': 0.5005730560672011, 'margin': -6.186840990390675e-05, 'margin_per_token': -0.020003724025318068, 'margin_per_char': -0.053767588650182156, 'total_prob': 7.967243704321383e-05, 'total_prob_per_token': 0.15631444800402056, 'total_prob_per_char': 2.0001380277412633, 'uncond_correct_prob': 7.675517456801908e-07, 'uncond_correct_prob_per_token': 0.011218834398992253, 'uncond_correct_prob_per_char': 0.3910295150341168, 'uncond_total_prob': 4.529453350784445e-06, 'norm_correct_prob': 0.23983194773624897, 'norm_correct_prob_per_token': 0.2524420087790182, 'norm_correct_prob_per_char': 0.2502845973412926, 'primary_metric': 0.23533246414602346}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.3878748370273795, 'predicted_index_per_token': 1.5247718383311604, 'predicted_index_per_char': 1.4908735332464147, 'predicted_index_per_byte': 1.4908735332464147, 'predicted_index_uncond': 1.530638852672751, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24902216427640156, 'acc_per_token': 0.25097783572359844, 'acc_per_char': 0.26597131681877445, 'acc_per_byte': 0.26597131681877445, 'acc_uncond': 0.27640156453715775, 'no_answer': 0.0, 'sum_logits_corr': -65.16472830175576, 'logits_per_token_corr': -3.7198150706289774, 'logits_per_char_corr': -0.7406626564740876, 'bits_per_byte_corr': 1.068385656659081, 'correct_prob': 7.424657849327375e-06, 'correct_prob_per_token': 0.03665676810447887, 'correct_prob_per_char': 0.491574251407414, 'margin': -7.595039324674677e-05, 'margin_per_token': -0.018870979904596647, 'margin_per_char': -0.05331596195018647, 'total_prob': 9.113427628321011e-05, 'total_prob_per_token': 0.14712466985507217, 'total_prob_per_char': 1.9641024828658944, 'uncond_correct_prob': 6.256063872078155e-07, 'uncond_correct_prob_per_token': 0.011167344294330844, 'uncond_correct_prob_per_char': 0.3893951258162313, 'uncond_total_prob': 3.907640262602471e-06, 'norm_correct_prob': 0.247040398870897, 'norm_correct_prob_per_token': 0.2536659228146672, 'norm_correct_prob_per_char': 0.25044944156265675, 'primary_metric': 0.24902216427640156}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.3565840938722296, 'predicted_index_per_token': 1.5084745762711864, 'predicted_index_per_char': 1.4908735332464147, 'predicted_index_per_byte': 1.4817470664928292, 'predicted_index_uncond': 1.5026075619295958, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24119947848761408, 'acc_per_token': 0.24641460234680573, 'acc_per_char': 0.24445893089960888, 'acc_per_byte': 0.2542372881355932, 'acc_uncond': 0.26401564537157757, 'no_answer': 0.0, 'sum_logits_corr': -66.68549490658836, 'logits_per_token_corr': -3.877737234208074, 'logits_per_char_corr': -0.7753057488596827, 'logits_per_byte_corr': 1.1183683136232976, 'correct_prob': 2.616019415098642e-07, 'correct_prob_per_token': 0.032738648876239666, 'correct_prob_per_char': 0.47815129490595165, 'margin': -2.3167722887193167e-05, 'margin_per_token': -0.017345937378873678, 'margin_per_char': -0.05552001694160605, 'total_prob': 2.3729229480773762e-05, 'total_prob_per_token': 0.13212576743634838, 'total_prob_per_char': 1.9176902859365588, 'uncond_correct_prob': 1.5148461832779734e-06, 'uncond_correct_prob_per_token': 0.012085144447339578, 'uncond_correct_prob_per_char': 0.3963877927237085, 'uncond_total_prob': 8.509499519621788e-06, 'norm_correct_prob': 0.24012387210938307, 'norm_correct_prob_per_token': 0.24807054289904376, 'norm_correct_prob_per_char': 0.2492053855954877, 'primary_metric': 0.24119947848761408}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.3572359843546284, 'predicted_index_per_token': 1.4882659713168187, 'predicted_index_per_char': 1.4589308996088657, 'predicted_index_per_byte': 1.4589308996088657, 'predicted_index_uncond': 1.5260756192959584, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.242503259452412, 'acc_per_token': 0.2561929595827901, 'acc_per_char': 0.2561929595827901, 'acc_per_byte': 0.2561929595827901, 'acc_uncond': 0.27640156453715775, 'no_answer': 0.0, 'sum_logits_corr': -63.82960478889585, 'logits_per_token_corr': -3.6019940446272005, 'logits_per_char_corr': -0.7172227634247478, 'bits_per_byte_corr': 1.034569797406601, 'correct_prob': 1.7946264596924758e-05, 'correct_prob_per_token': 0.039916620717652965, 'correct_prob_per_char': 0.5017274522541503, 'margin': -9.454344633951371e-05, 'margin_per_token': -0.020384444242701846, 'margin_per_char': -0.05410705637362085, 'total_prob': 0.0001327453554302035, 'total_prob_per_token': 0.15912201740283693, 'total_prob_per_char': 2.004919645661927, 'uncond_correct_prob': 1.6978309490024511e-06, 'uncond_correct_prob_per_token': 0.010735678444873784, 'uncond_correct_prob_per_char': 0.3865046555876212, 'uncond_total_prob': 8.784094140876187e-06, 'norm_correct_prob': 0.2434147197217332, 'norm_correct_prob_per_token': 0.252708348749753, 'norm_correct_prob_per_char': 0.25026190045016083, 'primary_metric': 0.242503259452412}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.36245110821382, 'predicted_index_per_token': 1.4980443285528031, 'predicted_index_per_char': 1.5228161668839635, 'predicted_index_per_byte': 1.5228161668839635, 'predicted_index_uncond': 1.5221642764015646, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2542372881355932, 'acc_per_token': 0.25945241199478486, 'acc_per_char': 0.2653194263363755, 'acc_per_byte': 0.2653194263363755, 'acc_uncond': 0.2770534550195567, 'no_answer': 0.0, 'sum_logits_corr': -64.85191229393772, 'logits_per_token_corr': -3.6893820202309118, 'logits_per_char_corr': -0.733898635235324, 'bits_per_byte_corr': 1.058626620390628, 'correct_prob': 4.987974248004489e-06, 'correct_prob_per_token': 0.03756223806411831, 'correct_prob_per_char': 0.4943156870996295, 'margin': -3.8699247498028565e-05, 'margin_per_token': -0.019043057796643434, 'margin_per_char': -0.05401287396229547, 'total_prob': 4.930888330272109e-05, 'total_prob_per_token': 0.1495763468465796, 'total_prob_per_char': 1.9738429640395236, 'uncond_correct_prob': 1.4749411815622724e-06, 'uncond_correct_prob_per_token': 0.011526968879465421, 'uncond_correct_prob_per_char': 0.3940879908491899, 'uncond_total_prob': 6.160598001655164e-06, 'norm_correct_prob': 0.2558935408302436, 'norm_correct_prob_per_token': 0.25445800410643726, 'norm_correct_prob_per_char': 0.25063168646331113, 'primary_metric': 0.2542372881355932}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.363102998696219, 'predicted_index_per_token': 1.4967405475880051, 'predicted_index_per_char': 1.5026075619295958, 'predicted_index_per_byte': 1.4921773142112125, 'predicted_index_uncond': 1.5482398956975227, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24511082138200782, 'acc_per_token': 0.23859191655801826, 'acc_per_char': 0.2503259452411995, 'acc_per_byte': 0.2470664928292047, 'acc_uncond': 0.2588005215123859, 'no_answer': 0.0, 'sum_logits_corr': -65.65018171965687, 'logits_per_token_corr': -3.7727263612271753, 'logits_per_char_corr': -0.7513004854519454, 'logits_per_byte_corr': 1.08373207275101, 'correct_prob': 5.3498803578880954e-06, 'correct_prob_per_token': 0.03517954911849014, 'correct_prob_per_char': 0.48686489108216113, 'margin': -0.0001982284057865686, 'margin_per_token': -0.0184772328335195, 'margin_per_char': -0.05447098564468225, 'total_prob': 0.0002095204363337761, 'total_prob_per_token': 0.14124585306499338, 'total_prob_per_char': 1.9488229345335761, 'uncond_correct_prob': 1.1469271537944662e-06, 'uncond_correct_prob_per_token': 0.01212444061914081, 'uncond_correct_prob_per_char': 0.3968788348991901, 'uncond_total_prob': 6.559637423331744e-06, 'norm_correct_prob': 0.24278795095792396, 'norm_correct_prob_per_token': 0.25069356966813167, 'norm_correct_prob_per_char': 0.2498675279521813, 'primary_metric': 0.24511082138200782}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.3728813559322033, 'predicted_index_per_token': 1.5071707953063884, 'predicted_index_per_char': 1.4967405475880051, 'predicted_index_per_byte': 1.4967405475880051, 'predicted_index_uncond': 1.5462842242503259, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2392438070404172, 'acc_per_token': 0.2522816166883963, 'acc_per_char': 0.27053455019556716, 'acc_per_byte': 0.27053455019556716, 'acc_uncond': 0.2796610169491525, 'no_answer': 0.0, 'sum_logits_corr': -62.483570295953065, 'logits_per_token_corr': -3.519359204739807, 'logits_per_char_corr': -0.7012421220941811, 'bits_per_byte_corr': 1.0115109810929312, 'correct_prob': 2.0214583119670253e-05, 'correct_prob_per_token': 0.04364520318116563, 'correct_prob_per_char': 0.5105261217848169, 'margin': -0.00013985027569938168, 'margin_per_token': -0.021905128211373526, 'margin_per_char': -0.05428328503405612, 'total_prob': 0.00018119316678715663, 'total_prob_per_token': 0.17339764280869951, 'total_prob_per_char': 2.038960449823622, 'uncond_correct_prob': 8.260385578527023e-07, 'uncond_correct_prob_per_token': 0.012797983021309963, 'uncond_correct_prob_per_char': 0.40055933452139614, 'uncond_total_prob': 6.317005329881476e-06, 'norm_correct_prob': 0.23866762293113614, 'norm_correct_prob_per_token': 0.25316385938392816, 'norm_correct_prob_per_char': 0.25047193670058904, 'primary_metric': 0.2392438070404172}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.3546284224250327, 'predicted_index_per_token': 1.5267275097783573, 'predicted_index_per_char': 1.5084745762711864, 'predicted_index_per_byte': 1.5084745762711864, 'predicted_index_uncond': 1.5501955671447196, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.25097783572359844, 'acc_per_token': 0.2607561929595828, 'acc_per_char': 0.2711864406779661, 'acc_per_byte': 0.2711864406779661, 'acc_uncond': 0.2842242503259452, 'no_answer': 0.0, 'sum_logits_corr': -65.35186219370816, 'logits_per_token_corr': -3.7634511751520723, 'logits_per_char_corr': -0.7506183090689398, 'bits_per_byte_corr': 1.0827479678019056, 'correct_prob': 2.681960220663946e-06, 'correct_prob_per_token': 0.035750393211173105, 'correct_prob_per_char': 0.48802913987050534, 'margin': -4.1797612321877366e-05, 'margin_per_token': -0.017732572011829914, 'margin_per_char': -0.05262851879270883, 'total_prob': 4.727552949735874e-05, 'total_prob_per_token': 0.1422423020587307, 'total_prob_per_char': 1.9484079390499558, 'uncond_correct_prob': 8.295637377905641e-07, 'uncond_correct_prob_per_token': 0.011014120348500581, 'uncond_correct_prob_per_char': 0.38882998372574323, 'uncond_total_prob': 4.769130434013871e-06, 'norm_correct_prob': 0.2521464658000248, 'norm_correct_prob_per_token': 0.2551443100585312, 'norm_correct_prob_per_char': 0.25071904603897976, 'primary_metric': 0.25097783572359844}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.3422425032594525, 'predicted_index_per_token': 1.484354628422425, 'predicted_index_per_char': 1.4667535853976532, 'predicted_index_per_byte': 1.4973924380704042, 'predicted_index_uncond': 1.5580182529335072, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24641460234680573, 'acc_per_token': 0.25488917861799215, 'acc_per_char': 0.25554106910039115, 'acc_per_byte': 0.26988265971316816, 'acc_uncond': 0.2685788787483703, 'no_answer': 0.0, 'sum_logits_corr': -65.09028512402651, 'logits_per_token_corr': -3.7410951897181643, 'logits_per_char_corr': -0.7454520524234111, 'logits_per_byte_corr': 1.0752963230599435, 'correct_prob': 5.187956891909608e-06, 'correct_prob_per_token': 0.036430715942692225, 'correct_prob_per_char': 0.4900526376462877, 'margin': -4.590181481908551e-05, 'margin_per_token': -0.01856742152560324, 'margin_per_char': -0.054745811025344544, 'total_prob': 5.6421389038063484e-05, 'total_prob_per_token': 0.14581123257103526, 'total_prob_per_char': 1.9620509046848054, 'uncond_correct_prob': 4.2975973494353265e-07, 'uncond_correct_prob_per_token': 0.012471879806094713, 'uncond_correct_prob_per_char': 0.39773251466776705, 'uncond_total_prob': 5.016337501736198e-06, 'norm_correct_prob': 0.24622666116572195, 'norm_correct_prob_per_token': 0.2506135125285344, 'norm_correct_prob_per_char': 0.24975848932538228, 'primary_metric': 0.24641460234680573}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.376792698826597, 'predicted_index_per_token': 1.4810951760104303, 'predicted_index_per_char': 1.46870925684485, 'predicted_index_per_byte': 1.469361147327249, 'predicted_index_uncond': 1.5280312907431552, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24511082138200782, 'acc_per_token': 0.2542372881355932, 'acc_per_char': 0.25097783572359844, 'acc_per_byte': 0.2503259452411995, 'acc_uncond': 0.26792698826597133, 'no_answer': 0.0, 'sum_logits_corr': -62.59636134802906, 'logits_per_token_corr': -3.54734316101015, 'logits_per_char_corr': -0.7042981323960468, 'bits_per_byte_corr': 1.015922147494481, 'correct_prob': 1.4557653242380215e-05, 'correct_prob_per_token': 0.04236296254715142, 'correct_prob_per_char': 0.507660809435707, 'margin': -0.00011340247177149062, 'margin_per_token': -0.021765264046657695, 'margin_per_char': -0.05479929001563497, 'total_prob': 0.0001437121793329914, 'total_prob_per_token': 0.16999227019502683, 'total_prob_per_char': 2.0296348525471632, 'uncond_correct_prob': 1.1222354565028918e-06, 'uncond_correct_prob_per_token': 0.012414942674701444, 'uncond_correct_prob_per_char': 0.3988251616238082, 'uncond_total_prob': 8.7127802165921e-06, 'norm_correct_prob': 0.2471622430424143, 'norm_correct_prob_per_token': 0.25245154401934566, 'norm_correct_prob_per_char': 0.2502157075399234, 'primary_metric': 0.24511082138200782}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.3644067796610169, 'predicted_index_per_token': 1.483702737940026, 'predicted_index_per_char': 1.4804432855280314, 'predicted_index_per_byte': 1.4804432855280314, 'predicted_index_uncond': 1.5123859191655802, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24967405475880053, 'acc_per_token': 0.26140808344198174, 'acc_per_char': 0.25749674054758803, 'acc_per_byte': 0.25749674054758803, 'acc_uncond': 0.26597131681877445, 'no_answer': 0.0, 'sum_logits_corr': -62.24175750447687, 'logits_per_token_corr': -3.4830289997225083, 'logits_per_char_corr': -0.6912472362564642, 'bits_per_byte_corr': 0.9970982795227515, 'correct_prob': 7.370494800454727e-05, 'correct_prob_per_token': 0.04424083944480734, 'correct_prob_per_char': 0.5133919947041455, 'margin': -6.18080151324262e-05, 'margin_per_token': -0.0215473706619023, 'margin_per_char': -0.053510434077922595, 'total_prob': 0.00021226124947802162, 'total_prob_per_token': 0.174977443678587, 'total_prob_per_char': 2.0485088075525524, 'uncond_correct_prob': 1.2632105483745774e-06, 'uncond_correct_prob_per_token': 0.01107269278457909, 'uncond_correct_prob_per_char': 0.3890313940727533, 'uncond_total_prob': 7.013465852427516e-06, 'norm_correct_prob': 0.2475854628944883, 'norm_correct_prob_per_token': 0.2538507399886355, 'norm_correct_prob_per_char': 0.2507173689826201, 'primary_metric': 0.24967405475880053}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.349413298565841, 'predicted_index_per_token': 1.5189048239895697, 'predicted_index_per_char': 1.544328552803129, 'predicted_index_per_byte': 1.4908735332464147, 'predicted_index_uncond': 1.544980443285528, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2457627118644068, 'acc_per_token': 0.2588005215123859, 'acc_per_char': 0.26597131681877445, 'acc_per_byte': 0.2561929595827901, 'acc_uncond': 0.2646675358539765, 'no_answer': 0.0, 'sum_logits_corr': -64.72457447916153, 'logits_per_token_corr': -3.7023876436477168, 'logits_per_char_corr': -0.7363719463223729, 'logits_per_byte_corr': 1.0621995141438456, 'correct_prob': 1.3588689378161406e-05, 'correct_prob_per_token': 0.03736201653468909, 'correct_prob_per_char': 0.4933678073946626, 'margin': -0.00010921102906764519, 'margin_per_token': -0.01888902367937939, 'margin_per_char': -0.05365929251936222, 'total_prob': 0.0001369724110487565, 'total_prob_per_token': 0.14918662470462973, 'total_prob_per_char': 1.9712022101175533, 'uncond_correct_prob': 1.3001978461866e-06, 'uncond_correct_prob_per_token': 0.012901871803701122, 'uncond_correct_prob_per_char': 0.4016690274711447, 'uncond_total_prob': 7.053053663414873e-06, 'norm_correct_prob': 0.24599401335602275, 'norm_correct_prob_per_token': 0.25336645210800013, 'norm_correct_prob_per_char': 0.2504783396151, 'primary_metric': 0.2457627118644068}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.360495436766623, 'predicted_index_per_token': 1.4876140808344198, 'predicted_index_per_char': 1.486962190352021, 'predicted_index_per_byte': 1.4876140808344198, 'predicted_index_uncond': 1.4876140808344198, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24902216427640156, 'acc_per_token': 0.25488917861799215, 'acc_per_char': 0.2620599739243807, 'acc_per_byte': 0.26140808344198174, 'acc_uncond': 0.26727509778357234, 'no_answer': 0.0, 'sum_logits_corr': -61.202040358969874, 'logits_per_token_corr': -3.431629051755817, 'logits_per_char_corr': -0.6828130862171997, 'bits_per_byte_corr': 0.9849287419955313, 'correct_prob': 5.0301321251203595e-05, 'correct_prob_per_token': 0.04712091756242763, 'correct_prob_per_char': 0.5188294759042591, 'margin': -5.728135137616738e-06, 'margin_per_token': -0.02338559147124106, 'margin_per_char': -0.05528598163555079, 'total_prob': 0.00010824043884772722, 'total_prob_per_token': 0.18725264517068715, 'total_prob_per_char': 2.0714426128943755, 'uncond_correct_prob': 6.085069494546808e-07, 'uncond_correct_prob_per_token': 0.012543892055242326, 'uncond_correct_prob_per_char': 0.399467598329171, 'uncond_total_prob': 3.811664448947506e-06, 'norm_correct_prob': 0.24665832567666998, 'norm_correct_prob_per_token': 0.25353528017530613, 'norm_correct_prob_per_char': 0.2505362692184308, 'primary_metric': 0.24902216427640156}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.360495436766623, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.4941329856584094, 'predicted_index_per_byte': 1.4941329856584094, 'predicted_index_uncond': 1.517601043024772, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24315514993481094, 'acc_per_token': 0.2561929595827901, 'acc_per_char': 0.25684485006518903, 'acc_per_byte': 0.25684485006518903, 'acc_uncond': 0.2620599739243807, 'no_answer': 0.0, 'sum_logits_corr': -62.67134887733857, 'logits_per_token_corr': -3.5713105164068466, 'logits_per_char_corr': -0.711149270066243, 'bits_per_byte_corr': 1.025811261286055, 'correct_prob': 6.880071829441338e-06, 'correct_prob_per_token': 0.041881149447810045, 'correct_prob_per_char': 0.5056382503228227, 'margin': -6.935326876317102e-05, 'margin_per_token': -0.020864295971250876, 'margin_per_char': -0.054446149406883096, 'total_prob': 8.422616556003548e-05, 'total_prob_per_token': 0.16739732639491942, 'total_prob_per_char': 2.021500734219745, 'uncond_correct_prob': 1.3365119888509993e-06, 'uncond_correct_prob_per_token': 0.012193822739097571, 'uncond_correct_prob_per_char': 0.39576143950273374, 'uncond_total_prob': 7.195675164571454e-06, 'norm_correct_prob': 0.24633276701706103, 'norm_correct_prob_per_token': 0.25207003160576835, 'norm_correct_prob_per_char': 0.2502223419480078, 'primary_metric': 0.24315514993481094}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.363102998696219, 'predicted_index_per_token': 1.4908735332464147, 'predicted_index_per_char': 1.4889178617992178, 'predicted_index_per_byte': 1.517601043024772, 'predicted_index_uncond': 1.544980443285528, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24185136897001303, 'acc_per_token': 0.2653194263363755, 'acc_per_char': 0.26597131681877445, 'acc_per_byte': 0.24837027379400262, 'acc_uncond': 0.2653194263363755, 'no_answer': 0.0, 'sum_logits_corr': -63.64239856565791, 'logits_per_token_corr': -3.6338861980480393, 'logits_per_char_corr': -0.7231474216040309, 'logits_per_byte_corr': 1.0431222431956995, 'correct_prob': 7.844052448875197e-06, 'correct_prob_per_token': 0.03959582528603515, 'correct_prob_per_char': 0.4998300073002266, 'margin': -4.270318845183656e-05, 'margin_per_token': -0.019361895798581278, 'margin_per_char': -0.05357472752248487, 'total_prob': 5.8790761211648014e-05, 'total_prob_per_token': 0.15741879762447775, 'total_prob_per_char': 1.997306352310136, 'uncond_correct_prob': 1.8353825807859383e-06, 'uncond_correct_prob_per_token': 0.012661172762864206, 'uncond_correct_prob_per_char': 0.3996418556281244, 'uncond_total_prob': 9.52290360019046e-06, 'norm_correct_prob': 0.24628735597442838, 'norm_correct_prob_per_token': 0.2530705977397812, 'norm_correct_prob_per_char': 0.2503877337928391, 'primary_metric': 0.24185136897001303}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.3676662320730117, 'predicted_index_per_token': 1.4967405475880051, 'predicted_index_per_char': 1.4784876140808345, 'predicted_index_per_byte': 1.4784876140808345, 'predicted_index_uncond': 1.53129074315515, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24837027379400262, 'acc_per_token': 0.2470664928292047, 'acc_per_char': 0.25554106910039115, 'acc_per_byte': 0.25554106910039115, 'acc_uncond': 0.27249022164276404, 'no_answer': 0.0, 'sum_logits_corr': -62.30716398486569, 'logits_per_token_corr': -3.537775321899923, 'logits_per_char_corr': -0.7051982533478474, 'bits_per_byte_corr': 1.0172205093113371, 'correct_prob': 6.201737067286546e-06, 'correct_prob_per_token': 0.04300544209766108, 'correct_prob_per_char': 0.5086789137736084, 'margin': -2.4808523056055276e-05, 'margin_per_token': -0.022100728441381747, 'margin_per_char': -0.05534877176695582, 'total_prob': 3.7647970165607254e-05, 'total_prob_per_token': 0.17225821997127178, 'total_prob_per_char': 2.033498898270721, 'uncond_correct_prob': 3.763136309734115e-07, 'uncond_correct_prob_per_token': 0.012821065082387223, 'uncond_correct_prob_per_char': 0.3996281983261074, 'uncond_total_prob': 3.2636824927095318e-06, 'norm_correct_prob': 0.2460927456268891, 'norm_correct_prob_per_token': 0.2521179130645534, 'norm_correct_prob_per_char': 0.25019274538811187, 'primary_metric': 0.24837027379400262}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.3924380704041721, 'predicted_index_per_token': 1.4517601043024773, 'predicted_index_per_char': 1.4745762711864407, 'predicted_index_per_byte': 1.4745762711864407, 'predicted_index_uncond': 1.5495436766623207, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2516297262059974, 'acc_per_token': 0.25749674054758803, 'acc_per_char': 0.26727509778357234, 'acc_per_byte': 0.26727509778357234, 'acc_uncond': 0.2790091264667536, 'no_answer': 0.0, 'sum_logits_corr': -62.69072749965971, 'logits_per_token_corr': -3.559675138675318, 'logits_per_char_corr': -0.706945155393744, 'bits_per_byte_corr': 1.0197447691006645, 'correct_prob': 1.9135229680370482e-05, 'correct_prob_per_token': 0.042247197404618214, 'correct_prob_per_char': 0.5066701986604625, 'margin': -1.9017632996897395e-05, 'margin_per_token': -0.021124475179953302, 'margin_per_char': -0.054218462965249105, 'total_prob': 5.8927081753133926e-05, 'total_prob_per_token': 0.16881788989533622, 'total_prob_per_char': 2.025439060063997, 'uncond_correct_prob': 3.176732133745612e-06, 'uncond_correct_prob_per_token': 0.012282893408971051, 'uncond_correct_prob_per_char': 0.3968813324386277, 'uncond_total_prob': 1.722220823188308e-05, 'norm_correct_prob': 0.25052703887375327, 'norm_correct_prob_per_token': 0.25303424608995867, 'norm_correct_prob_per_char': 0.25033700525629754, 'primary_metric': 0.2516297262059974}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.3520208604954367, 'predicted_index_per_token': 1.4941329856584094, 'predicted_index_per_char': 1.4752281616688396, 'predicted_index_per_byte': 1.4778357235984354, 'predicted_index_uncond': 1.546936114732725, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24511082138200782, 'acc_per_token': 0.26010430247718386, 'acc_per_char': 0.2666232073011734, 'acc_per_byte': 0.258148631029987, 'acc_uncond': 0.26401564537157757, 'no_answer': 0.0, 'sum_logits_corr': -63.91043077609374, 'logits_per_token_corr': -3.6758000258536296, 'logits_per_char_corr': -0.7331245966142763, 'logits_per_byte_corr': 1.0575149194265223, 'correct_prob': 5.276565439432765e-06, 'correct_prob_per_token': 0.038993939446976406, 'correct_prob_per_char': 0.496342554061962, 'margin': -5.9498805499476986e-05, 'margin_per_token': -0.019906830318326945, 'margin_per_char': -0.05520006610915492, 'total_prob': 7.021953597888614e-05, 'total_prob_per_token': 0.15591357643762288, 'total_prob_per_char': 1.9862778783158277, 'uncond_correct_prob': 2.500424155223043e-06, 'uncond_correct_prob_per_token': 0.012598805527860168, 'uncond_correct_prob_per_char': 0.39882872748227444, 'uncond_total_prob': 1.1759019368431074e-05, 'norm_correct_prob': 0.24424332760458198, 'norm_correct_prob_per_token': 0.2514939770687808, 'norm_correct_prob_per_char': 0.24991974594812635, 'primary_metric': 0.24511082138200782}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.3963494132985659, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.485006518904824, 'predicted_index_per_byte': 1.485006518904824, 'predicted_index_uncond': 1.5208604954367666, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2379400260756193, 'acc_per_token': 0.24511082138200782, 'acc_per_char': 0.2561929595827901, 'acc_per_byte': 0.2561929595827901, 'acc_uncond': 0.2835723598435463, 'no_answer': 0.0, 'sum_logits_corr': -60.26491832950746, 'logits_per_token_corr': -3.3736826941616807, 'logits_per_char_corr': -0.6711990837494335, 'bits_per_byte_corr': 0.9681729210327608, 'correct_prob': 3.886813406508461e-05, 'correct_prob_per_token': 0.049053471516273844, 'correct_prob_per_char': 0.5243406976388888, 'margin': -6.490590144516885e-05, 'margin_per_token': -0.024726756372588646, 'margin_per_char': -0.0558807550207487, 'total_prob': 0.00014511891741381664, 'total_prob_per_token': 0.19617845981789772, 'total_prob_per_char': 2.0963794826566775, 'uncond_correct_prob': 8.929313415785251e-07, 'uncond_correct_prob_per_token': 0.012751953688034855, 'uncond_correct_prob_per_char': 0.399204787313942, 'uncond_total_prob': 5.463274670843868e-06, 'norm_correct_prob': 0.23986663023431073, 'norm_correct_prob_per_token': 0.2516054243254846, 'norm_correct_prob_per_char': 0.25017041815135804, 'primary_metric': 0.2379400260756193}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.3683181225554106, 'predicted_index_per_token': 1.4967405475880051, 'predicted_index_per_char': 1.5104302477183833, 'predicted_index_per_byte': 1.5104302477183833, 'predicted_index_uncond': 1.5352020860495437, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24967405475880053, 'acc_per_token': 0.25488917861799215, 'acc_per_char': 0.2607561929595828, 'acc_per_byte': 0.2607561929595828, 'acc_uncond': 0.27183833116036504, 'no_answer': 0.0, 'sum_logits_corr': -63.034803423452566, 'logits_per_token_corr': -3.6090683659105776, 'logits_per_char_corr': -0.7190566418944688, 'bits_per_byte_corr': 1.0372188897571182, 'correct_prob': 4.6183477226642276e-06, 'correct_prob_per_token': 0.040699221196117547, 'correct_prob_per_char': 0.5023768397010892, 'margin': -3.710671727131655e-05, 'margin_per_token': -0.021084725067019264, 'margin_per_char': -0.05596007342039878, 'total_prob': 4.6916494183790795e-05, 'total_prob_per_token': 0.16372962633143157, 'total_prob_per_char': 2.0107134664959094, 'uncond_correct_prob': 2.6811107878296356e-06, 'uncond_correct_prob_per_token': 0.012356374683888017, 'uncond_correct_prob_per_char': 0.396840258047508, 'uncond_total_prob': 1.2014746146451227e-05, 'norm_correct_prob': 0.2496630095139738, 'norm_correct_prob_per_token': 0.25107921797569993, 'norm_correct_prob_per_char': 0.2499087582738964, 'primary_metric': 0.24967405475880053}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.3578878748370273, 'predicted_index_per_token': 1.4954367666232073, 'predicted_index_per_char': 1.516297262059974, 'predicted_index_per_byte': 1.4784876140808345, 'predicted_index_uncond': 1.5319426336375488, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24445893089960888, 'acc_per_token': 0.2529335071707953, 'acc_per_char': 0.26792698826597133, 'acc_per_byte': 0.24641460234680573, 'acc_uncond': 0.26988265971316816, 'no_answer': 0.0, 'sum_logits_corr': -63.825053969138295, 'logits_per_token_corr': -3.670943746902184, 'logits_per_char_corr': -0.7301782774767647, 'logits_per_byte_corr': 1.0532629469003616, 'correct_prob': 7.4231890365022846e-06, 'correct_prob_per_token': 0.03928694455129978, 'correct_prob_per_char': 0.49701466967695623, 'margin': -2.805090047019483e-05, 'margin_per_token': -0.01969494647937965, 'margin_per_char': -0.054500225328736863, 'total_prob': 4.3371149760995924e-05, 'total_prob_per_token': 0.1567258666854647, 'total_prob_per_char': 1.9874986064660085, 'uncond_correct_prob': 1.0780638305321296e-06, 'uncond_correct_prob_per_token': 0.012617630838892606, 'uncond_correct_prob_per_char': 0.39768984875162017, 'uncond_total_prob': 5.634428709745204e-06, 'norm_correct_prob': 0.24805193966921282, 'norm_correct_prob_per_token': 0.2523717666992031, 'norm_correct_prob_per_char': 0.25010978638996695, 'primary_metric': 0.24445893089960888}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.3415906127770534, 'predicted_index_per_token': 1.4589308996088657, 'predicted_index_per_char': 1.45632333767927, 'predicted_index_per_byte': 1.45632333767927, 'predicted_index_uncond': 1.5058670143415906, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23663624511082137, 'acc_per_token': 0.25097783572359844, 'acc_per_char': 0.2685788787483703, 'acc_per_byte': 0.2685788787483703, 'acc_uncond': 0.2842242503259452, 'no_answer': 0.0, 'sum_logits_corr': -59.72714815177072, 'logits_per_token_corr': -3.339738017281757, 'logits_per_char_corr': -0.6645778715853956, 'bits_per_byte_corr': 0.9586232602352822, 'correct_prob': 6.280781501708969e-05, 'correct_prob_per_token': 0.050600971783571244, 'correct_prob_per_char': 0.527589844602112, 'margin': -3.379368429899519e-05, 'margin_per_token': -0.025305986016805008, 'margin_per_char': -0.05542563032404479, 'total_prob': 0.00016197456497849937, 'total_prob_per_token': 0.2016486228267238, 'total_prob_per_char': 2.1070765599732733, 'uncond_correct_prob': 1.4644756650763654e-06, 'uncond_correct_prob_per_token': 0.013188500104060006, 'uncond_correct_prob_per_char': 0.4027654395290662, 'uncond_total_prob': 7.86813454122669e-06, 'norm_correct_prob': 0.2384923402444092, 'norm_correct_prob_per_token': 0.2525652213211503, 'norm_correct_prob_per_char': 0.25040649092869754, 'primary_metric': 0.23663624511082137}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.3683181225554106, 'predicted_index_per_token': 1.4889178617992178, 'predicted_index_per_char': 1.4830508474576272, 'predicted_index_per_byte': 1.4830508474576272, 'predicted_index_uncond': 1.5410691003911343, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2522816166883963, 'acc_per_token': 0.2588005215123859, 'acc_per_char': 0.2607561929595828, 'acc_per_byte': 0.2607561929595828, 'acc_uncond': 0.27444589308996087, 'no_answer': 0.0, 'sum_logits_corr': -60.85511205668866, 'logits_per_token_corr': -3.411551453079031, 'logits_per_char_corr': -0.6780670996714654, 'bits_per_byte_corr': 0.9780848198713751, 'correct_prob': 4.301545070821126e-05, 'correct_prob_per_token': 0.046764771360007756, 'correct_prob_per_char': 0.520030116265228, 'margin': -0.00011524365145361047, 'margin_per_token': -0.022945356894958524, 'margin_per_char': -0.05411020802985365, 'total_prob': 0.00020419616785891928, 'total_prob_per_token': 0.18613179946085354, 'total_prob_per_char': 2.076270984423378, 'uncond_correct_prob': 1.9150811446287016e-06, 'uncond_correct_prob_per_token': 0.012798110057611221, 'uncond_correct_prob_per_char': 0.4008137671886106, 'uncond_total_prob': 9.238347624081176e-06, 'norm_correct_prob': 0.2506501774990955, 'norm_correct_prob_per_token': 0.25363102645542496, 'norm_correct_prob_per_char': 0.2506138925383462, 'primary_metric': 0.2522816166883963}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.36245110821382, 'predicted_index_per_token': 1.5065189048239895, 'predicted_index_per_char': 1.5026075619295958, 'predicted_index_per_byte': 1.485006518904824, 'predicted_index_uncond': 1.5717079530638853, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2542372881355932, 'acc_per_token': 0.26401564537157757, 'acc_per_char': 0.26401564537157757, 'acc_per_byte': 0.24771838331160365, 'acc_uncond': 0.27444589308996087, 'no_answer': 0.0, 'sum_logits_corr': -62.40999902211703, 'logits_per_token_corr': -3.5607096826150966, 'logits_per_char_corr': -0.7077048716168741, 'logits_per_byte_corr': 1.0208407865563298, 'correct_prob': 1.4256225963395717e-05, 'correct_prob_per_token': 0.04263567040176488, 'correct_prob_per_char': 0.5069395162278746, 'margin': -1.7653851260642324e-05, 'margin_per_token': -0.020913310674589757, 'margin_per_char': -0.05440709025071422, 'total_prob': 4.69522506160043e-05, 'total_prob_per_token': 0.16988105717798735, 'total_prob_per_char': 2.0268320214451836, 'uncond_correct_prob': 6.759757355291932e-07, 'uncond_correct_prob_per_token': 0.012608972809796292, 'uncond_correct_prob_per_char': 0.39801662394843673, 'uncond_total_prob': 4.530293760988737e-06, 'norm_correct_prob': 0.25023074067084544, 'norm_correct_prob_per_token': 0.2524356508731726, 'norm_correct_prob_per_char': 0.25027818142644226, 'primary_metric': 0.2542372881355932}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.348761408083442, 'predicted_index_per_token': 1.4778357235984354, 'predicted_index_per_char': 1.4511082138200782, 'predicted_index_per_byte': 1.4517601043024773, 'predicted_index_uncond': 1.514341590612777, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24445893089960888, 'acc_per_token': 0.25097783572359844, 'acc_per_char': 0.2627118644067797, 'acc_per_byte': 0.2620599739243807, 'acc_uncond': 0.2757496740547588, 'no_answer': 0.0, 'sum_logits_corr': -58.942071264073, 'logits_per_token_corr': -3.2841779690239714, 'logits_per_char_corr': -0.6518987459469815, 'bits_per_byte_corr': 0.9403370645575212, 'correct_prob': 0.00011898949535712374, 'correct_prob_per_token': 0.05346482934133908, 'correct_prob_per_char': 0.5333380611396303, 'margin': 1.2583595289254259e-06, 'margin_per_token': -0.02632498097868361, 'margin_per_char': -0.055715400144148046, 'total_prob': 0.0002412897213303607, 'total_prob_per_token': 0.21261269213273812, 'total_prob_per_char': 2.130583436489587, 'uncond_correct_prob': 7.845012125560596e-07, 'uncond_correct_prob_per_token': 0.013668455607530315, 'uncond_correct_prob_per_char': 0.4051611052267929, 'uncond_total_prob': 6.716432625481423e-06, 'norm_correct_prob': 0.24191203931728814, 'norm_correct_prob_per_token': 0.25233381866486126, 'norm_correct_prob_per_char': 0.2503437092153865, 'primary_metric': 0.24445893089960888}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.3735332464146024, 'predicted_index_per_token': 1.4980443285528031, 'predicted_index_per_char': 1.4667535853976532, 'predicted_index_per_byte': 1.467405475880052, 'predicted_index_uncond': 1.53129074315515, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2516297262059974, 'acc_per_token': 0.25488917861799215, 'acc_per_char': 0.2685788787483703, 'acc_per_byte': 0.26792698826597133, 'acc_uncond': 0.2777053455019557, 'no_answer': 0.0, 'sum_logits_corr': -61.241148400337785, 'logits_per_token_corr': -3.4623202154794934, 'logits_per_char_corr': -0.688513103258522, 'bits_per_byte_corr': 0.9931544170515351, 'correct_prob': 1.5354331763732987e-05, 'correct_prob_per_token': 0.045775407352122544, 'correct_prob_per_char': 0.5157991070865702, 'margin': -4.282540023698185e-05, 'margin_per_token': -0.022173235348925832, 'margin_per_char': -0.053751103822833955, 'total_prob': 7.616378657615977e-05, 'total_prob_per_token': 0.18131613467522245, 'total_prob_per_char': 2.058360440995975, 'uncond_correct_prob': 2.2338546272221803e-06, 'uncond_correct_prob_per_token': 0.012797959696348045, 'uncond_correct_prob_per_char': 0.4009240625255805, 'uncond_total_prob': 9.549637014910067e-06, 'norm_correct_prob': 0.2515732551066042, 'norm_correct_prob_per_token': 0.25466971616714823, 'norm_correct_prob_per_char': 0.25078124963510134, 'primary_metric': 0.2516297262059974}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.349413298565841, 'predicted_index_per_token': 1.4511082138200782, 'predicted_index_per_char': 1.4752281616688396, 'predicted_index_per_byte': 1.5091264667535853, 'predicted_index_uncond': 1.5495436766623207, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24837027379400262, 'acc_per_token': 0.26010430247718386, 'acc_per_char': 0.27835723598435463, 'acc_per_byte': 0.24185136897001303, 'acc_uncond': 0.27835723598435463, 'no_answer': 0.0, 'sum_logits_corr': -60.61763496442444, 'logits_per_token_corr': -3.423671945627071, 'logits_per_char_corr': -0.6811183803898528, 'logits_per_byte_corr': 0.9824881065310914, 'correct_prob': 2.1892169657419616e-05, 'correct_prob_per_token': 0.047287840967399485, 'correct_prob_per_char': 0.519603939836516, 'margin': -2.8374795995213455e-05, 'margin_per_token': -0.022873271073781447, 'margin_per_char': -0.054477406771870386, 'total_prob': 7.293681511310849e-05, 'total_prob_per_token': 0.18733757140500495, 'total_prob_per_char': 2.0751702595276162, 'uncond_correct_prob': 1.3789694052605875e-06, 'uncond_correct_prob_per_token': 0.013464687495662217, 'uncond_correct_prob_per_char': 0.40354419541395364, 'uncond_total_prob': 7.2242908909805425e-06, 'norm_correct_prob': 0.2464936642185057, 'norm_correct_prob_per_token': 0.2540889165952284, 'norm_correct_prob_per_char': 0.25050705454638966, 'primary_metric': 0.24837027379400262}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.3578878748370273, 'predicted_index_per_token': 1.483702737940026, 'predicted_index_per_char': 1.484354628422425, 'predicted_index_per_byte': 1.484354628422425, 'predicted_index_uncond': 1.5215123859191655, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23859191655801826, 'acc_per_token': 0.25945241199478486, 'acc_per_char': 0.2633637548891786, 'acc_per_byte': 0.2633637548891786, 'acc_uncond': 0.2757496740547588, 'no_answer': 0.0, 'sum_logits_corr': -59.32172518074901, 'logits_per_token_corr': -3.336240898173692, 'logits_per_char_corr': -0.6630217442723543, 'bits_per_byte_corr': 0.9563816990492148, 'correct_prob': 5.208690330834348e-05, 'correct_prob_per_token': 0.05112713069144856, 'correct_prob_per_char': 0.528295318209512, 'margin': -6.74723237754201e-05, 'margin_per_token': -0.025451196700617622, 'margin_per_char': -0.05516146715999349, 'total_prob': 0.00017296698462362733, 'total_prob_per_token': 0.20431979559422017, 'total_prob_per_char': 2.110122520007585, 'uncond_correct_prob': 4.814983370449775e-07, 'uncond_correct_prob_per_token': 0.013374531142526623, 'uncond_correct_prob_per_char': 0.4023814101068658, 'uncond_total_prob': 4.142700697259536e-06, 'norm_correct_prob': 0.23980028367708353, 'norm_correct_prob_per_token': 0.25305304761454744, 'norm_correct_prob_per_char': 0.2505045907741812, 'primary_metric': 0.23859191655801826}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.348109517601043, 'predicted_index_per_token': 1.4876140808344198, 'predicted_index_per_char': 1.46870925684485, 'predicted_index_per_byte': 1.469361147327249, 'predicted_index_uncond': 1.5273794002607561, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2522816166883963, 'acc_per_token': 0.26010430247718386, 'acc_per_char': 0.2770534550195567, 'acc_per_byte': 0.27640156453715775, 'acc_uncond': 0.28292046936114734, 'no_answer': 0.0, 'sum_logits_corr': -60.929743126131875, 'logits_per_token_corr': -3.4507820179199267, 'logits_per_char_corr': -0.6866118290951543, 'bits_per_byte_corr': 0.9904122532811206, 'correct_prob': 1.6309052824851595e-05, 'correct_prob_per_token': 0.0461048218080988, 'correct_prob_per_char': 0.5170029699436527, 'margin': -3.73884389371421e-05, 'margin_per_token': -0.022333568339511188, 'margin_per_char': -0.05387893527476115, 'total_prob': 7.274085919583905e-05, 'total_prob_per_token': 0.1829282896321903, 'total_prob_per_char': 2.063447441608582, 'uncond_correct_prob': 2.6508645006974574e-06, 'uncond_correct_prob_per_token': 0.013143777649301469, 'uncond_correct_prob_per_char': 0.40190190737676423, 'uncond_total_prob': 1.295277449144449e-05, 'norm_correct_prob': 0.24971711034885327, 'norm_correct_prob_per_token': 0.25417184423825684, 'norm_correct_prob_per_char': 0.2505800372990416, 'primary_metric': 0.2522816166883963}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.3533246414602347, 'predicted_index_per_token': 1.5071707953063884, 'predicted_index_per_char': 1.5006518904823989, 'predicted_index_per_byte': 1.4810951760104303, 'predicted_index_uncond': 1.575619295958279, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24511082138200782, 'acc_per_token': 0.24967405475880053, 'acc_per_char': 0.27183833116036504, 'acc_per_byte': 0.2516297262059974, 'acc_uncond': 0.27509778357235987, 'no_answer': 0.0, 'sum_logits_corr': -61.24652118384449, 'logits_per_token_corr': -3.4884972431412034, 'logits_per_char_corr': -0.6935516476889375, 'logits_per_byte_corr': 1.0004292230956544, 'correct_prob': 8.037093594642615e-06, 'correct_prob_per_token': 0.04501348491369257, 'correct_prob_per_char': 0.5135885543832829, 'margin': -1.5307762920126634e-05, 'margin_per_token': -0.021500350575566016, 'margin_per_char': -0.05406058082554069, 'total_prob': 3.185434789345107e-05, 'total_prob_per_token': 0.17855210124545476, 'total_prob_per_char': 2.0514092353612243, 'uncond_correct_prob': 5.892112438564443e-07, 'uncond_correct_prob_per_token': 0.013169813032246213, 'uncond_correct_prob_per_char': 0.40074043994673225, 'uncond_total_prob': 3.4892048168975624e-06, 'norm_correct_prob': 0.24596473402014724, 'norm_correct_prob_per_token': 0.2531324660548517, 'norm_correct_prob_per_char': 0.2505106756225222, 'primary_metric': 0.24511082138200782}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.3207301173402868, 'predicted_index_per_token': 1.455671447196871, 'predicted_index_per_char': 1.4341590612777053, 'predicted_index_per_byte': 1.4341590612777053, 'predicted_index_uncond': 1.4954367666232073, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2457627118644068, 'acc_per_token': 0.2620599739243807, 'acc_per_char': 0.26597131681877445, 'acc_per_byte': 0.26597131681877445, 'acc_uncond': 0.27640156453715775, 'no_answer': 0.0, 'sum_logits_corr': -58.054987766752035, 'logits_per_token_corr': -3.23007251036189, 'logits_per_char_corr': -0.6415537143807805, 'bits_per_byte_corr': 0.9254081582853223, 'correct_prob': 0.0001640032820479027, 'correct_prob_per_token': 0.056060713410609773, 'correct_prob_per_char': 0.5388488366093194, 'margin': -9.547152576994918e-05, 'margin_per_token': -0.02760278181302794, 'margin_per_char': -0.05528149605595462, 'total_prob': 0.0004294921565283132, 'total_prob_per_token': 0.22285603651910482, 'total_prob_per_char': 2.150389395940677, 'uncond_correct_prob': 8.117288537861131e-07, 'uncond_correct_prob_per_token': 0.013842510209125412, 'uncond_correct_prob_per_char': 0.40526817399996806, 'uncond_total_prob': 4.841811941627892e-06, 'norm_correct_prob': 0.24220857006806196, 'norm_correct_prob_per_token': 0.25336783203276736, 'norm_correct_prob_per_char': 0.2506263170408367, 'primary_metric': 0.2457627118644068}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.3663624511082137, 'predicted_index_per_token': 1.4752281616688396, 'predicted_index_per_char': 1.4569752281616688, 'predicted_index_per_byte': 1.4569752281616688, 'predicted_index_uncond': 1.4954367666232073, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2457627118644068, 'acc_per_token': 0.2516297262059974, 'acc_per_char': 0.26597131681877445, 'acc_per_byte': 0.26597131681877445, 'acc_uncond': 0.2620599739243807, 'no_answer': 0.0, 'sum_logits_corr': -60.472549734401575, 'logits_per_token_corr': -3.4223540883484125, 'logits_per_char_corr': -0.6804357879198518, 'bits_per_byte_corr': 0.981501316053431, 'correct_prob': 2.4611436959408068e-05, 'correct_prob_per_token': 0.0474898717695907, 'correct_prob_per_char': 0.5198559185505582, 'margin': -6.986112349521168e-05, 'margin_per_token': -0.023862578230039913, 'margin_per_char': -0.055019440461107356, 'total_prob': 0.00012307678334362194, 'total_prob_per_token': 0.18958359646061118, 'total_prob_per_char': 2.0768162746200667, 'uncond_correct_prob': 1.9091518879564166e-06, 'uncond_correct_prob_per_token': 0.013431817142227498, 'uncond_correct_prob_per_char': 0.4039089513082013, 'uncond_total_prob': 9.072884749581883e-06, 'norm_correct_prob': 0.2471254564427323, 'norm_correct_prob_per_token': 0.2528976438417612, 'norm_correct_prob_per_char': 0.250377803853458, 'primary_metric': 0.2457627118644068}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.3533246414602347, 'predicted_index_per_token': 1.4784876140808345, 'predicted_index_per_char': 1.486962190352021, 'predicted_index_per_byte': 1.4654498044328552, 'predicted_index_uncond': 1.546936114732725, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2561929595827901, 'acc_per_token': 0.25358539765319427, 'acc_per_char': 0.26727509778357234, 'acc_per_byte': 0.24445893089960888, 'acc_uncond': 0.27053455019556716, 'no_answer': 0.0, 'sum_logits_corr': -60.10598176803241, 'logits_per_token_corr': -3.411111358514769, 'logits_per_char_corr': -0.6780980216401187, 'logits_per_byte_corr': 0.9781345794670636, 'correct_prob': 1.620591694698697e-05, 'correct_prob_per_token': 0.04806403204507387, 'correct_prob_per_char': 0.5211314649145242, 'margin': -1.995466822661959e-05, 'margin_per_token': -0.02301192676442488, 'margin_per_char': -0.05396005826267694, 'total_prob': 5.264707829159842e-05, 'total_prob_per_token': 0.19044767691491202, 'total_prob_per_char': 2.080233407216208, 'uncond_correct_prob': 5.10658041706444e-07, 'uncond_correct_prob_per_token': 0.013389275899762946, 'uncond_correct_prob_per_char': 0.4020108613715096, 'uncond_total_prob': 3.7315208353587723e-06, 'norm_correct_prob': 0.25095090052003777, 'norm_correct_prob_per_token': 0.2537866324624501, 'norm_correct_prob_per_char': 0.2506733721221303, 'primary_metric': 0.2561929595827901}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.348761408083442, 'predicted_index_per_token': 1.4863102998696218, 'predicted_index_per_char': 1.45632333767927, 'predicted_index_per_byte': 1.45632333767927, 'predicted_index_uncond': 1.4661016949152543, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23989569752281617, 'acc_per_token': 0.25358539765319427, 'acc_per_char': 0.2653194263363755, 'acc_per_byte': 0.2653194263363755, 'acc_uncond': 0.27053455019556716, 'no_answer': 0.0, 'sum_logits_corr': -57.79080757572567, 'logits_per_token_corr': -3.216768874082045, 'logits_per_char_corr': -0.6392823594903976, 'bits_per_byte_corr': 0.9221316597671753, 'correct_prob': 0.00012599179137992196, 'correct_prob_per_token': 0.0571086434724448, 'correct_prob_per_char': 0.5404128549103422, 'margin': -0.00025754421471938795, 'margin_per_token': -0.028652311203291262, 'margin_per_char': -0.056202864529774875, 'total_prob': 0.0005173202109202776, 'total_prob_per_token': 0.22738417042189724, 'total_prob_per_char': 2.1574450195188537, 'uncond_correct_prob': 6.647737739493861e-07, 'uncond_correct_prob_per_token': 0.014201904729453332, 'uncond_correct_prob_per_char': 0.40728957043410324, 'uncond_total_prob': 4.147492964181e-06, 'norm_correct_prob': 0.2406459940134638, 'norm_correct_prob_per_token': 0.2531876783781592, 'norm_correct_prob_per_char': 0.25055399546533624, 'primary_metric': 0.23989569752281617}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.3520208604954367, 'predicted_index_per_token': 1.485658409387223, 'predicted_index_per_char': 1.4661016949152543, 'predicted_index_per_byte': 1.4667535853976532, 'predicted_index_uncond': 1.515645371577575, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2516297262059974, 'acc_per_token': 0.2503259452411995, 'acc_per_char': 0.2646675358539765, 'acc_per_byte': 0.26401564537157757, 'acc_uncond': 0.2692307692307692, 'no_answer': 0.0, 'sum_logits_corr': -60.08997827558505, 'logits_per_token_corr': -3.395712409992704, 'logits_per_char_corr': -0.6745096233029956, 'bits_per_byte_corr': 0.9729519787132842, 'correct_prob': 3.195823261915913e-05, 'correct_prob_per_token': 0.04866339901875896, 'correct_prob_per_char': 0.5225383417521202, 'margin': -2.0291998044265447e-05, 'margin_per_token': -0.023904929079915583, 'margin_per_char': -0.055091971667597425, 'total_prob': 8.851149627259553e-05, 'total_prob_per_token': 0.19400755520307353, 'total_prob_per_char': 2.0882957818022283, 'uncond_correct_prob': 2.21884441938367e-06, 'uncond_correct_prob_per_token': 0.013207604148783926, 'uncond_correct_prob_per_char': 0.40246243683746985, 'uncond_total_prob': 9.665122875344778e-06, 'norm_correct_prob': 0.24816421673722522, 'norm_correct_prob_per_token': 0.2527390368015365, 'norm_correct_prob_per_char': 0.25035189029184113, 'primary_metric': 0.2516297262059974}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.3578878748370273, 'predicted_index_per_token': 1.4895697522816167, 'predicted_index_per_char': 1.4758800521512385, 'predicted_index_per_byte': 1.4791395045632334, 'predicted_index_uncond': 1.5638852672750978, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24771838331160365, 'acc_per_token': 0.2588005215123859, 'acc_per_char': 0.26792698826597133, 'acc_per_byte': 0.25488917861799215, 'acc_uncond': 0.2685788787483703, 'no_answer': 0.0, 'sum_logits_corr': -60.92736036277035, 'logits_per_token_corr': -3.4818231577667857, 'logits_per_char_corr': -0.6925847379973518, 'logits_per_byte_corr': 0.9990303770058465, 'correct_prob': 9.179637070420138e-06, 'correct_prob_per_token': 0.04555760745664274, 'correct_prob_per_char': 0.5144892609041802, 'margin': -1.3843236217893583e-05, 'margin_per_token': -0.021838975025824138, 'margin_per_char': -0.053975602199457934, 'total_prob': 3.269237363423259e-05, 'total_prob_per_token': 0.1809185727187015, 'total_prob_per_char': 2.055412427761176, 'uncond_correct_prob': 1.061033858496987e-06, 'uncond_correct_prob_per_token': 0.013041698705268574, 'uncond_correct_prob_per_char': 0.40038704561231026, 'uncond_total_prob': 4.082798559182798e-06, 'norm_correct_prob': 0.24742578919041136, 'norm_correct_prob_per_token': 0.2534441758655635, 'norm_correct_prob_per_char': 0.2504132590360954, 'primary_metric': 0.24771838331160365}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.3370273794002607, 'predicted_index_per_token': 1.4524119947848761, 'predicted_index_per_char': 1.4576271186440677, 'predicted_index_per_byte': 1.4576271186440677, 'predicted_index_uncond': 1.517601043024772, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23728813559322035, 'acc_per_token': 0.2620599739243807, 'acc_per_char': 0.2607561929595828, 'acc_per_byte': 0.2607561929595828, 'acc_uncond': 0.2803129074315515, 'no_answer': 0.0, 'sum_logits_corr': -57.67082649927873, 'logits_per_token_corr': -3.210427942089276, 'logits_per_char_corr': -0.6381894354778253, 'bits_per_byte_corr': 0.9205565432009083, 'correct_prob': 0.00017263717106042733, 'correct_prob_per_token': 0.05738108255036159, 'correct_prob_per_char': 0.5410096106054855, 'margin': -5.450320071228927e-05, 'margin_per_token': -0.027550361558049557, 'margin_per_char': -0.05509737733574822, 'total_prob': 0.00041234762924539047, 'total_prob_per_token': 0.2273848867933984, 'total_prob_per_char': 2.158495320791414, 'uncond_correct_prob': 5.572187204221126e-07, 'uncond_correct_prob_per_token': 0.015044888884309883, 'uncond_correct_prob_per_char': 0.41291744981860956, 'uncond_total_prob': 6.2742606480821704e-06, 'norm_correct_prob': 0.24096083000316051, 'norm_correct_prob_per_token': 0.25432251177374837, 'norm_correct_prob_per_char': 0.25072390787088167, 'primary_metric': 0.23728813559322035}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.3585397653194264, 'predicted_index_per_token': 1.469361147327249, 'predicted_index_per_char': 1.4608865710560626, 'predicted_index_per_byte': 1.4608865710560626, 'predicted_index_uncond': 1.5182529335071708, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2522816166883963, 'acc_per_token': 0.2516297262059974, 'acc_per_char': 0.26597131681877445, 'acc_per_byte': 0.26597131681877445, 'acc_uncond': 0.2607561929595828, 'no_answer': 0.0, 'sum_logits_corr': -59.34242454781215, 'logits_per_token_corr': -3.33371621729926, 'logits_per_char_corr': -0.6622868533159628, 'bits_per_byte_corr': 0.9553212746395335, 'correct_prob': 6.422205787787416e-05, 'correct_prob_per_token': 0.05091405685814077, 'correct_prob_per_char': 0.5283732820438346, 'margin': -7.534291428672795e-05, 'margin_per_token': -0.025315477256341663, 'margin_per_char': -0.05475531623493904, 'total_prob': 0.00020816850808642187, 'total_prob_per_token': 0.20311116318856645, 'total_prob_per_char': 2.110900061590505, 'uncond_correct_prob': 1.6822948957194556e-06, 'uncond_correct_prob_per_token': 0.014127240061130449, 'uncond_correct_prob_per_char': 0.40844652671860254, 'uncond_total_prob': 8.381866434220599e-06, 'norm_correct_prob': 0.24967081603724217, 'norm_correct_prob_per_token': 0.253167616500505, 'norm_correct_prob_per_char': 0.25042470282155854, 'primary_metric': 0.2522816166883963}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.349413298565841, 'predicted_index_per_token': 1.484354628422425, 'predicted_index_per_char': 1.4661016949152543, 'predicted_index_per_byte': 1.4830508474576272, 'predicted_index_uncond': 1.5299869621903521, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24511082138200782, 'acc_per_token': 0.2561929595827901, 'acc_per_char': 0.2685788787483703, 'acc_per_byte': 0.25488917861799215, 'acc_uncond': 0.2737940026075619, 'no_answer': 0.0, 'sum_logits_corr': -59.99923786377192, 'logits_per_token_corr': -3.414116973136465, 'logits_per_char_corr': -0.6788716053433006, 'logits_per_byte_corr': 0.979246922075536, 'correct_prob': 1.707625420385827e-05, 'correct_prob_per_token': 0.048121525030533865, 'correct_prob_per_char': 0.5209417582581678, 'margin': -1.7603776832627922e-05, 'margin_per_token': -0.023056353564004588, 'margin_per_char': -0.0540724521115873, 'total_prob': 5.219659896209361e-05, 'total_prob_per_token': 0.19129274809989774, 'total_prob_per_char': 2.0805765606494013, 'uncond_correct_prob': 1.5321863312177347e-06, 'uncond_correct_prob_per_token': 0.014374223991856932, 'uncond_correct_prob_per_char': 0.4084063787683658, 'uncond_total_prob': 9.392266519971976e-06, 'norm_correct_prob': 0.25041179761751214, 'norm_correct_prob_per_token': 0.2536167135719319, 'norm_correct_prob_per_char': 0.25051073182305, 'primary_metric': 0.24511082138200782}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.349413298565841, 'predicted_index_per_token': 1.4608865710560626, 'predicted_index_per_char': 1.4498044328552804, 'predicted_index_per_byte': 1.4498044328552804, 'predicted_index_uncond': 1.5228161668839635, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24315514993481094, 'acc_per_token': 0.26140808344198174, 'acc_per_char': 0.26988265971316816, 'acc_per_byte': 0.26988265971316816, 'acc_uncond': 0.2796610169491525, 'no_answer': 0.0, 'sum_logits_corr': -57.01310865757829, 'logits_per_token_corr': -3.1800060712787936, 'logits_per_char_corr': -0.6322447655050522, 'bits_per_byte_corr': 0.9119798530588467, 'correct_prob': 0.00015872014086923056, 'correct_prob_per_token': 0.05919071379964322, 'correct_prob_per_char': 0.5443667745208981, 'margin': -6.860665383112527e-05, 'margin_per_token': -0.028253944873553125, 'margin_per_char': -0.055261544428378905, 'total_prob': 0.0003964193325570736, 'total_prob_per_token': 0.23441488333264116, 'total_prob_per_char': 2.172131011064184, 'uncond_correct_prob': 5.612021007020041e-07, 'uncond_correct_prob_per_token': 0.014897676878785576, 'uncond_correct_prob_per_char': 0.41193374104023417, 'uncond_total_prob': 4.603027991953086e-06, 'norm_correct_prob': 0.24205058950028646, 'norm_correct_prob_per_token': 0.25406849198565706, 'norm_correct_prob_per_char': 0.2506316296551082, 'primary_metric': 0.24315514993481094}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.3559322033898304, 'predicted_index_per_token': 1.4700130378096479, 'predicted_index_per_char': 1.4602346805736637, 'predicted_index_per_byte': 1.4608865710560626, 'predicted_index_uncond': 1.516297262059974, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2470664928292047, 'acc_per_token': 0.25554106910039115, 'acc_per_char': 0.26727509778357234, 'acc_per_byte': 0.2666232073011734, 'acc_uncond': 0.26988265971316816, 'no_answer': 0.0, 'sum_logits_corr': -58.7261609336388, 'logits_per_token_corr': -3.300684937664918, 'logits_per_char_corr': -0.6555827132821437, 'bits_per_byte_corr': 0.9456496806966059, 'correct_prob': 5.3241556101659466e-05, 'correct_prob_per_token': 0.052633007530820904, 'correct_prob_per_char': 0.53187962630408, 'margin': -0.00010075075885355555, 'margin_per_token': -0.025871136617550652, 'margin_per_char': -0.05486528223472505, 'total_prob': 0.0002103424136010826, 'total_prob_per_token': 0.2093350285795452, 'total_prob_per_char': 2.1233791265355313, 'uncond_correct_prob': 1.2648841941158603e-06, 'uncond_correct_prob_per_token': 0.01459759157478507, 'uncond_correct_prob_per_char': 0.411298073698145, 'uncond_total_prob': 6.036841239612259e-06, 'norm_correct_prob': 0.249940922501515, 'norm_correct_prob_per_token': 0.2536756257950281, 'norm_correct_prob_per_char': 0.2506311246532512, 'primary_metric': 0.2470664928292047}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.3500651890482398, 'predicted_index_per_token': 1.485658409387223, 'predicted_index_per_char': 1.4758800521512385, 'predicted_index_per_byte': 1.4876140808344198, 'predicted_index_uncond': 1.5371577574967406, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24967405475880053, 'acc_per_token': 0.2588005215123859, 'acc_per_char': 0.2633637548891786, 'acc_per_byte': 0.24837027379400262, 'acc_uncond': 0.26988265971316816, 'no_answer': 0.0, 'sum_logits_corr': -59.07794242638808, 'logits_per_token_corr': -3.3358948135249475, 'logits_per_char_corr': -0.6622913575721163, 'logits_per_byte_corr': 0.9553289252337521, 'correct_prob': 3.527026547000329e-05, 'correct_prob_per_token': 0.05110388069616087, 'correct_prob_per_char': 0.5284390500138798, 'margin': -1.1892045751840739e-05, 'margin_per_token': -0.023945247199368334, 'margin_per_char': -0.05373173605650578, 'total_prob': 8.32283086070222e-05, 'total_prob_per_token': 0.20244811784477434, 'total_prob_per_char': 2.1091697072764095, 'uncond_correct_prob': 1.2678322409459488e-06, 'uncond_correct_prob_per_token': 0.014367783820098635, 'uncond_correct_prob_per_char': 0.4082095971668117, 'uncond_total_prob': 6.756742705271677e-06, 'norm_correct_prob': 0.2501212618995686, 'norm_correct_prob_per_token': 0.25420856100362593, 'norm_correct_prob_per_char': 0.2506800309018204, 'primary_metric': 0.24967405475880053}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.3376792698826596, 'predicted_index_per_token': 1.4589308996088657, 'predicted_index_per_char': 1.4634941329856583, 'predicted_index_per_byte': 1.4641460234680574, 'predicted_index_uncond': 1.5215123859191655, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2405475880052151, 'acc_per_token': 0.2620599739243807, 'acc_per_char': 0.27053455019556716, 'acc_per_byte': 0.26988265971316816, 'acc_uncond': 0.27509778357235987, 'no_answer': 0.0, 'sum_logits_corr': -56.9418819079654, 'logits_per_token_corr': -3.173729707340724, 'logits_per_char_corr': -0.6311000301884019, 'bits_per_byte_corr': 0.9103283991671747, 'correct_prob': 0.00017031223301684905, 'correct_prob_per_token': 0.0594111655314295, 'correct_prob_per_char': 0.5449464451345444, 'margin': -7.876998017439201e-05, 'margin_per_token': -0.028242633286467367, 'margin_per_char': -0.05505717681742488, 'total_prob': 0.0004260388010696317, 'total_prob_per_token': 0.23518876712622305, 'total_prob_per_char': 2.174118566970166, 'uncond_correct_prob': 4.153390655998514e-07, 'uncond_correct_prob_per_token': 0.01492190192372722, 'uncond_correct_prob_per_char': 0.41171484861772956, 'uncond_total_prob': 3.519283510724357e-06, 'norm_correct_prob': 0.242089229845347, 'norm_correct_prob_per_token': 0.25428517464825223, 'norm_correct_prob_per_char': 0.2506737415095422, 'primary_metric': 0.2405475880052151}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.3533246414602347, 'predicted_index_per_token': 1.4713168187744459, 'predicted_index_per_char': 1.4582790091264668, 'predicted_index_per_byte': 1.4589308996088657, 'predicted_index_uncond': 1.5189048239895697, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2503259452411995, 'acc_per_token': 0.2529335071707953, 'acc_per_char': 0.2692307692307692, 'acc_per_byte': 0.2685788787483703, 'acc_uncond': 0.26597131681877445, 'no_answer': 0.0, 'sum_logits_corr': -58.45822354929699, 'logits_per_token_corr': -3.2765661036029576, 'logits_per_char_corr': -0.650906877286483, 'bits_per_byte_corr': 0.9389042065761818, 'correct_prob': 8.587901595467195e-05, 'correct_prob_per_token': 0.05379404630161992, 'correct_prob_per_char': 0.53431213763563, 'margin': -0.00016776139268252855, 'margin_per_token': -0.026286536150622673, 'margin_per_char': -0.05478821755778545, 'total_prob': 0.0003436176839816481, 'total_prob_per_token': 0.21389739853495435, 'total_prob_per_char': 2.1327099534287353, 'uncond_correct_prob': 1.1610568474981484e-06, 'uncond_correct_prob_per_token': 0.014822173251012377, 'uncond_correct_prob_per_char': 0.41285548692223634, 'uncond_total_prob': 5.759684499299601e-06, 'norm_correct_prob': 0.25139191723800053, 'norm_correct_prob_per_token': 0.2538598184110569, 'norm_correct_prob_per_char': 0.25067729623292223, 'primary_metric': 0.2503259452411995}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.3565840938722296, 'predicted_index_per_token': 1.4817470664928292, 'predicted_index_per_char': 1.482398956975228, 'predicted_index_per_byte': 1.4830508474576272, 'predicted_index_uncond': 1.5462842242503259, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24771838331160365, 'acc_per_token': 0.2529335071707953, 'acc_per_char': 0.2646675358539765, 'acc_per_byte': 0.24315514993481094, 'acc_uncond': 0.27183833116036504, 'no_answer': 0.0, 'sum_logits_corr': -59.10841387409275, 'logits_per_token_corr': -3.34926212155628, 'logits_per_char_corr': -0.6652690296347237, 'logits_per_byte_corr': 0.9596247885830761, 'correct_prob': 2.5537516319657256e-05, 'correct_prob_per_token': 0.0507896146842585, 'correct_prob_per_char': 0.527320590830758, 'margin': -1.526730643989902e-05, 'margin_per_token': -0.023914313499452063, 'margin_per_char': -0.05392464240111605, 'total_prob': 6.700069588809293e-05, 'total_prob_per_token': 0.20135014141121643, 'total_prob_per_char': 2.105195242860325, 'uncond_correct_prob': 1.2328045088669079e-06, 'uncond_correct_prob_per_token': 0.014477712703523339, 'uncond_correct_prob_per_char': 0.40863021097370705, 'uncond_total_prob': 6.233129316218044e-06, 'norm_correct_prob': 0.2494422331654987, 'norm_correct_prob_per_token': 0.25395345412440423, 'norm_correct_prob_per_char': 0.25060907898462514, 'primary_metric': 0.24771838331160365}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.3350717079530638, 'predicted_index_per_token': 1.4498044328552804, 'predicted_index_per_char': 1.4582790091264668, 'predicted_index_per_byte': 1.4582790091264668, 'predicted_index_uncond': 1.53129074315515, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24119947848761408, 'acc_per_token': 0.2588005215123859, 'acc_per_char': 0.27053455019556716, 'acc_per_byte': 0.27053455019556716, 'acc_uncond': 0.2770534550195567, 'no_answer': 0.0, 'sum_logits_corr': -56.950591562779664, 'logits_per_token_corr': -3.176665538663113, 'logits_per_char_corr': -0.6317069815168338, 'bits_per_byte_corr': 0.9112039050649251, 'correct_prob': 0.0001591316377196577, 'correct_prob_per_token': 0.05922072835962343, 'correct_prob_per_char': 0.5446366754598674, 'margin': -9.543511691951764e-05, 'margin_per_token': -0.028257057643064312, 'margin_per_char': -0.05513928823062072, 'total_prob': 0.00042110633212540474, 'total_prob_per_token': 0.23462271541293853, 'total_prob_per_char': 2.173188428241521, 'uncond_correct_prob': 5.083882825858181e-07, 'uncond_correct_prob_per_token': 0.014968415530309882, 'uncond_correct_prob_per_char': 0.4118983657404589, 'uncond_total_prob': 4.1117022132747515e-06, 'norm_correct_prob': 0.24262072284300187, 'norm_correct_prob_per_token': 0.2541784841765424, 'norm_correct_prob_per_char': 0.25063508329946577, 'primary_metric': 0.24119947848761408}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.3552803129074316, 'predicted_index_per_token': 1.4589308996088657, 'predicted_index_per_char': 1.4628422425032594, 'predicted_index_per_byte': 1.4634941329856583, 'predicted_index_uncond': 1.517601043024772, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2503259452411995, 'acc_per_token': 0.24967405475880053, 'acc_per_char': 0.26597131681877445, 'acc_per_byte': 0.2653194263363755, 'acc_uncond': 0.2646675358539765, 'no_answer': 0.0, 'sum_logits_corr': -58.44675475522157, 'logits_per_token_corr': -3.2759389947930706, 'logits_per_char_corr': -0.6508276510038344, 'bits_per_byte_corr': 0.9387897844989898, 'correct_prob': 7.317823937054698e-05, 'correct_prob_per_token': 0.053739967585019026, 'correct_prob_per_char': 0.534322707199876, 'margin': -0.00011207964844914919, 'margin_per_token': -0.02608252293249441, 'margin_per_char': -0.05465412061106369, 'total_prob': 0.00026239627902725673, 'total_prob_per_token': 0.21346068626813394, 'total_prob_per_char': 2.1327598483316486, 'uncond_correct_prob': 1.2463254700606e-06, 'uncond_correct_prob_per_token': 0.014608718176582366, 'uncond_correct_prob_per_char': 0.4112501871744946, 'uncond_total_prob': 5.784064285516846e-06, 'norm_correct_prob': 0.25119529487662023, 'norm_correct_prob_per_token': 0.2539412957123878, 'norm_correct_prob_per_char': 0.2506657596801991, 'primary_metric': 0.2503259452411995}
|
90M
|
FineWeb-Pro
|
mmlu_professional_law
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.3585397653194264, 'predicted_index_per_token': 1.4745762711864407, 'predicted_index_per_char': 1.4732724902216427, 'predicted_index_per_byte': 1.4882659713168187, 'predicted_index_uncond': 1.5358539765319426, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2529335071707953, 'acc_per_token': 0.2561929595827901, 'acc_per_char': 0.2653194263363755, 'acc_per_byte': 0.2438070404172099, 'acc_uncond': 0.27053455019556716, 'no_answer': 0.0, 'sum_logits_corr': -58.65133852535929, 'logits_per_token_corr': -3.3126542035167037, 'logits_per_char_corr': -0.6577838587585095, 'logits_per_byte_corr': 0.9488267107159266, 'correct_prob': 3.3508740023725036e-05, 'correct_prob_per_token': 0.05244353585987945, 'correct_prob_per_char': 0.5309677855225403, 'margin': -1.4009895206132267e-05, 'margin_per_token': -0.024445662924184066, 'margin_per_char': -0.05382177287142658, 'total_prob': 8.190955089947622e-05, 'total_prob_per_token': 0.20744240386567983, 'total_prob_per_char': 2.118921887554076, 'uncond_correct_prob': 1.4091309814158788e-06, 'uncond_correct_prob_per_token': 0.014684065748836664, 'uncond_correct_prob_per_char': 0.40990644483150773, 'uncond_total_prob': 7.013158373775628e-06, 'norm_correct_prob': 0.2509616581117743, 'norm_correct_prob_per_token': 0.2544491871469586, 'norm_correct_prob_per_char': 0.2507171554570807, 'primary_metric': 0.2529335071707953}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4889705882352942, 'predicted_index_per_token': 1.3345588235294117, 'predicted_index_per_char': 1.5441176470588236, 'predicted_index_per_byte': 1.5514705882352942, 'predicted_index_uncond': 1.3014705882352942, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.24632352941176472, 'acc_per_token': 0.2536764705882353, 'acc_per_char': 0.27205882352941174, 'acc_per_byte': 0.2757352941176471, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -63.39759417141185, 'logits_per_token_corr': -10.920214847947008, 'logits_per_char_corr': -2.388633836022088, 'bits_per_byte_corr': 3.438548635909124, 'correct_prob': 3.511492231311092e-11, 'correct_prob_per_token': 1.851111985707395e-05, 'correct_prob_per_char': 0.12386967990749152, 'margin': -5.495562802044093e-07, 'margin_per_token': -2.831416951486916e-06, 'margin_per_char': -0.045938183191391826, 'total_prob': 6.389635560381183e-07, 'total_prob_per_token': 7.351282809876493e-05, 'total_prob_per_char': 0.4773712883461929, 'uncond_correct_prob': 2.696352750527933e-11, 'uncond_correct_prob_per_token': 1.775448362352907e-05, 'uncond_correct_prob_per_char': 0.12285599718340488, 'uncond_total_prob': 6.896743088201851e-07, 'norm_correct_prob': 0.24991015677885442, 'norm_correct_prob_per_token': 0.2517292440118446, 'norm_correct_prob_per_char': 0.25794149046205417, 'primary_metric': 0.24632352941176472}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.375, 'predicted_index_per_char': 1.5551470588235294, 'predicted_index_per_byte': 1.5625, 'predicted_index_uncond': 1.4669117647058822, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.24632352941176472, 'acc_per_token': 0.23897058823529413, 'acc_per_char': 0.28308823529411764, 'acc_per_byte': 0.2867647058823529, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -63.71760697925792, 'logits_per_token_corr': -10.974333562551132, 'logits_per_char_corr': -2.400494073615111, 'bits_per_byte_corr': 3.4555887503037828, 'correct_prob': 3.045359168735991e-11, 'correct_prob_per_token': 1.74934709955316e-05, 'correct_prob_per_char': 0.12263817856441914, 'margin': -5.593914042403264e-07, 'margin_per_token': -3.724159190891056e-06, 'margin_per_char': -0.047809057780313365, 'total_prob': 7.009195669716624e-07, 'total_prob_per_token': 7.157854444792424e-05, 'total_prob_per_char': 0.4755588765872261, 'uncond_correct_prob': 3.537111582757501e-11, 'uncond_correct_prob_per_token': 1.8328640074203087e-05, 'uncond_correct_prob_per_char': 0.12361479232372688, 'uncond_total_prob': 6.958402417653865e-07, 'norm_correct_prob': 0.2515248326458619, 'norm_correct_prob_per_token': 0.24474543875777974, 'norm_correct_prob_per_char': 0.256740612248962, 'primary_metric': 0.24632352941176472}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.536764705882353, 'predicted_index_per_token': 1.525735294117647, 'predicted_index_per_char': 1.5698529411764706, 'predicted_index_per_byte': 1.4669117647058822, 'predicted_index_uncond': 1.5625, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.2426470588235294, 'acc_per_token': 0.27205882352941174, 'acc_per_char': 0.2757352941176471, 'acc_per_byte': 0.23161764705882354, 'acc_uncond': 0.25735294117647056, 'no_answer': 0.0, 'sum_logits_corr': -63.51471529988682, 'logits_per_token_corr': -10.926295085333766, 'logits_per_char_corr': -2.3894408990172127, 'logits_per_byte_corr': 3.439793689310286, 'correct_prob': 3.305461250899165e-11, 'correct_prob_per_token': 1.840469328423047e-05, 'correct_prob_per_char': 0.12365315119816772, 'margin': -5.356831879944733e-07, 'margin_per_token': -2.7179363209929097e-06, 'margin_per_char': -0.04621985220761628, 'total_prob': 6.159022157517638e-07, 'total_prob_per_token': 7.243585274840372e-05, 'total_prob_per_char': 0.476377773589223, 'uncond_correct_prob': 4.36122024879154e-11, 'uncond_correct_prob_per_token': 1.814207991786637e-05, 'uncond_correct_prob_per_char': 0.12314310628263288, 'uncond_total_prob': 6.044111077527725e-07, 'norm_correct_prob': 0.24762176711437967, 'norm_correct_prob_per_token': 0.2538000766417286, 'norm_correct_prob_per_char': 0.25841154136420874, 'primary_metric': 0.2426470588235294}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5588235294117647, 'predicted_index_per_token': 1.5514705882352942, 'predicted_index_per_char': 1.400735294117647, 'predicted_index_per_byte': 1.400735294117647, 'predicted_index_uncond': 1.6801470588235294, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.1948529411764706, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.21323529411764705, 'acc_per_byte': 0.21323529411764705, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -30.118651497013428, 'logits_per_token_corr': -5.563245946247399, 'logits_per_char_corr': -1.1958194975740022, 'bits_per_byte_corr': 1.7206050050765274, 'correct_prob': 4.5866459471056125e-06, 'correct_prob_per_token': 0.010272736386855549, 'correct_prob_per_char': 0.3418152058178616, 'margin': -6.738475406731058e-05, 'margin_per_token': -0.016634235016055238, 'margin_per_char': -0.09499665647181542, 'total_prob': 7.733784256776723e-05, 'total_prob_per_token': 0.051555186378796074, 'total_prob_per_char': 1.3820917517446707, 'uncond_correct_prob': 1.0972637734345828e-06, 'uncond_correct_prob_per_token': 0.0033172298575847945, 'uncond_correct_prob_per_char': 0.27687054274417483, 'uncond_total_prob': 1.2806004585954154e-05, 'norm_correct_prob': 0.19931787713754434, 'norm_correct_prob_per_token': 0.23000762277799286, 'norm_correct_prob_per_char': 0.2466315357983234, 'primary_metric': 0.1948529411764706}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5477941176470589, 'predicted_index_per_token': 1.5808823529411764, 'predicted_index_per_char': 1.4669117647058822, 'predicted_index_per_byte': 1.4669117647058822, 'predicted_index_uncond': 1.6544117647058822, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.25, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -29.404026662602146, 'logits_per_token_corr': -5.383419963333336, 'logits_per_char_corr': -1.1579103818089989, 'bits_per_byte_corr': 1.6660163867591518, 'correct_prob': 5.944672834269191e-06, 'correct_prob_per_token': 0.012812878557478065, 'correct_prob_per_char': 0.3549363961071541, 'margin': -8.156982229512234e-05, 'margin_per_token': -0.014107160595691726, 'margin_per_char': -0.08674472799060894, 'total_prob': 9.568391622445367e-05, 'total_prob_per_token': 0.055988705990304366, 'total_prob_per_char': 1.4146176000577184, 'uncond_correct_prob': 4.102864224673265e-07, 'uncond_correct_prob_per_token': 0.0029215201398896267, 'uncond_correct_prob_per_char': 0.2648545887618127, 'uncond_total_prob': 4.970314670464426e-06, 'norm_correct_prob': 0.2272820823227636, 'norm_correct_prob_per_token': 0.23936269023103532, 'norm_correct_prob_per_char': 0.24977254036929158, 'primary_metric': 0.23529411764705882}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.588235294117647, 'predicted_index_per_token': 1.5735294117647058, 'predicted_index_per_char': 1.4779411764705883, 'predicted_index_per_byte': 1.4705882352941178, 'predicted_index_uncond': 1.4338235294117647, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21323529411764705, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.2426470588235294, 'acc_per_byte': 0.28308823529411764, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -29.942511218435623, 'logits_per_token_corr': -5.50313282310629, 'logits_per_char_corr': -1.184867594783226, 'logits_per_byte_corr': 1.704315131129891, 'correct_prob': 2.453023207928548e-06, 'correct_prob_per_token': 0.011079851148603105, 'correct_prob_per_char': 0.3459981574425516, 'margin': -3.012928060689504e-05, 'margin_per_token': -0.015488740904105418, 'margin_per_char': -0.0920565258117055, 'total_prob': 3.746999082552938e-05, 'total_prob_per_token': 0.05397059913725825, 'total_prob_per_char': 1.3977236623533453, 'uncond_correct_prob': 3.571631649941752e-07, 'uncond_correct_prob_per_token': 0.0030122026121732056, 'uncond_correct_prob_per_char': 0.26907425331911555, 'uncond_total_prob': 6.020153001764219e-06, 'norm_correct_prob': 0.21061449042984218, 'norm_correct_prob_per_token': 0.23080208088215529, 'norm_correct_prob_per_char': 0.246739824216685, 'primary_metric': 0.21323529411764705}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.4816176470588236, 'predicted_index_per_token': 1.5698529411764706, 'predicted_index_per_char': 1.4227941176470589, 'predicted_index_per_byte': 1.4227941176470589, 'predicted_index_uncond': 1.5183823529411764, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.23897058823529413, 'acc_per_byte': 0.23897058823529413, 'acc_uncond': 0.23161764705882354, 'no_answer': 0.0, 'sum_logits_corr': -26.408959353671353, 'logits_per_token_corr': -4.830849250991499, 'logits_per_char_corr': -1.0342938625508722, 'bits_per_byte_corr': 1.4882503349308494, 'correct_prob': 1.0761938031502028e-05, 'correct_prob_per_token': 0.018578087577687686, 'correct_prob_per_char': 0.3910598454073162, 'margin': -0.00010062031165143786, 'margin_per_token': -0.025190629727117927, 'margin_per_char': -0.09781232184213658, 'total_prob': 0.00013221123468233314, 'total_prob_per_token': 0.09051658238957785, 'total_prob_per_char': 1.582694045240212, 'uncond_correct_prob': 2.6358407060469577e-06, 'uncond_correct_prob_per_token': 0.005113320898566864, 'uncond_correct_prob_per_char': 0.29914525946430476, 'uncond_total_prob': 9.545071065067177e-06, 'norm_correct_prob': 0.21355079567659646, 'norm_correct_prob_per_token': 0.2286619258611275, 'norm_correct_prob_per_char': 0.24662078566919376, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5698529411764706, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.5036764705882353, 'predicted_index_per_byte': 1.5036764705882353, 'predicted_index_uncond': 1.599264705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22426470588235295, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.22794117647058823, 'acc_per_byte': 0.22794117647058823, 'acc_uncond': 0.2610294117647059, 'no_answer': 0.0, 'sum_logits_corr': -27.051064547370462, 'logits_per_token_corr': -5.012396969725527, 'logits_per_char_corr': -1.0822811731194053, 'bits_per_byte_corr': 1.5569785545363455, 'correct_prob': 2.23203082880297e-06, 'correct_prob_per_token': 0.016931979971222505, 'correct_prob_per_char': 0.3794608355669372, 'margin': -4.565110172537667e-05, 'margin_per_token': -0.020660547635838696, 'margin_per_char': -0.09135871882311697, 'total_prob': 5.202152282788901e-05, 'total_prob_per_token': 0.0770276797569793, 'total_prob_per_char': 1.5260774131012966, 'uncond_correct_prob': 6.510914770920574e-07, 'uncond_correct_prob_per_token': 0.0049329334199503146, 'uncond_correct_prob_per_char': 0.2993614780974755, 'uncond_total_prob': 5.446124390616824e-06, 'norm_correct_prob': 0.21729627047088573, 'norm_correct_prob_per_token': 0.23528362562348515, 'norm_correct_prob_per_char': 0.2469630894655839, 'primary_metric': 0.22426470588235295}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5036764705882353, 'predicted_index_per_token': 1.474264705882353, 'predicted_index_per_char': 1.4816176470588236, 'predicted_index_per_byte': 1.525735294117647, 'predicted_index_uncond': 1.5919117647058822, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22426470588235295, 'acc_per_token': 0.2426470588235294, 'acc_per_char': 0.2647058823529412, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -26.392953607965918, 'logits_per_token_corr': -4.805478570608283, 'logits_per_char_corr': -1.0306006111363182, 'logits_per_byte_corr': 1.4824982869361885, 'correct_prob': 1.046601967551581e-05, 'correct_prob_per_token': 0.019327612967019035, 'correct_prob_per_char': 0.3940980138484509, 'margin': -0.0010613168269213889, 'margin_per_token': -0.025813018531184166, 'margin_per_char': -0.09207574233394314, 'total_prob': 0.0010914509229717467, 'total_prob_per_token': 0.09274123986153729, 'total_prob_per_char': 1.5831091346328003, 'uncond_correct_prob': 8.25808159016149e-07, 'uncond_correct_prob_per_token': 0.005254305096839092, 'uncond_correct_prob_per_char': 0.304109180191928, 'uncond_total_prob': 1.1138005268092868e-05, 'norm_correct_prob': 0.2222672361405582, 'norm_correct_prob_per_token': 0.24313305394992735, 'norm_correct_prob_per_char': 0.2494024945558282, 'primary_metric': 0.22426470588235295}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.588235294117647, 'predicted_index_per_token': 1.4852941176470589, 'predicted_index_per_char': 1.4338235294117647, 'predicted_index_per_byte': 1.4338235294117647, 'predicted_index_uncond': 1.5845588235294117, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22794117647058823, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.24632352941176472, 'acc_per_byte': 0.24632352941176472, 'acc_uncond': 0.29411764705882354, 'no_answer': 0.0, 'sum_logits_corr': -25.32670041568139, 'logits_per_token_corr': -4.618540481420823, 'logits_per_char_corr': -0.9862379040153713, 'bits_per_byte_corr': 1.4190040352529736, 'correct_prob': 2.1467729846063227e-05, 'correct_prob_per_token': 0.02345098048317861, 'correct_prob_per_char': 0.40826895849130773, 'margin': -0.00033388718368129446, 'margin_per_token': -0.02809157427421712, 'margin_per_char': -0.09294720180482768, 'total_prob': 0.00039287703200990566, 'total_prob_per_token': 0.10706090375071738, 'total_prob_per_char': 1.6342643371118124, 'uncond_correct_prob': 8.027834021317635e-07, 'uncond_correct_prob_per_token': 0.005807927325748745, 'uncond_correct_prob_per_char': 0.3087941333770222, 'uncond_total_prob': 7.545257298847799e-06, 'norm_correct_prob': 0.22563604004658644, 'norm_correct_prob_per_token': 0.24108875233222052, 'norm_correct_prob_per_char': 0.24907054442133905, 'primary_metric': 0.22794117647058823}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.6139705882352942, 'predicted_index_per_token': 1.5220588235294117, 'predicted_index_per_char': 1.5147058823529411, 'predicted_index_per_byte': 1.5147058823529411, 'predicted_index_uncond': 1.5183823529411764, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22426470588235295, 'acc_per_token': 0.2426470588235294, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.2610294117647059, 'acc_uncond': 0.20588235294117646, 'no_answer': 0.0, 'sum_logits_corr': -24.547459413023557, 'logits_per_token_corr': -4.459429974086665, 'logits_per_char_corr': -0.955591464958731, 'bits_per_byte_corr': 1.3745327854081348, 'correct_prob': 8.207918406366126e-05, 'correct_prob_per_token': 0.026427236559193507, 'correct_prob_per_char': 0.42109664564949567, 'margin': -0.00020348434961507754, 'margin_per_token': -0.028490343035558988, 'margin_per_char': -0.08896448349466558, 'total_prob': 0.00038245852728501943, 'total_prob_per_token': 0.11691255574585921, 'total_prob_per_char': 1.673186245687035, 'uncond_correct_prob': 5.914400635151693e-07, 'uncond_correct_prob_per_token': 0.00611023449316135, 'uncond_correct_prob_per_char': 0.3107756763095402, 'uncond_total_prob': 3.965827488701077e-06, 'norm_correct_prob': 0.24025820882393192, 'norm_correct_prob_per_token': 0.2513438726987977, 'norm_correct_prob_per_char': 0.25141858090174096, 'primary_metric': 0.22426470588235295}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.5477941176470589, 'predicted_index_per_token': 1.4963235294117647, 'predicted_index_per_char': 1.5110294117647058, 'predicted_index_per_byte': 1.536764705882353, 'predicted_index_uncond': 1.5404411764705883, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21323529411764705, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.24632352941176472, 'acc_per_byte': 0.2867647058823529, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -25.291965410989874, 'logits_per_token_corr': -4.572545612259553, 'logits_per_char_corr': -0.9781052582117475, 'logits_per_byte_corr': 1.407159979956108, 'correct_prob': 2.9356984147180526e-05, 'correct_prob_per_token': 0.023818174150054834, 'correct_prob_per_char': 0.412080149634106, 'margin': -0.00019910426524478558, 'margin_per_token': -0.028759062059009185, 'margin_per_char': -0.09588581791850294, 'total_prob': 0.00028262329729347263, 'total_prob_per_token': 0.11115057140909294, 'total_prob_per_char': 1.6572144111992093, 'uncond_correct_prob': 4.6061089913233166e-07, 'uncond_correct_prob_per_token': 0.005499348054497716, 'uncond_correct_prob_per_char': 0.30299281589364196, 'uncond_total_prob': 5.874741499769503e-06, 'norm_correct_prob': 0.217131062657008, 'norm_correct_prob_per_token': 0.23727688977962766, 'norm_correct_prob_per_char': 0.2477771331974464, 'primary_metric': 0.21323529411764705}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.4889705882352942, 'predicted_index_per_token': 1.5330882352941178, 'predicted_index_per_char': 1.4558823529411764, 'predicted_index_per_byte': 1.4558823529411764, 'predicted_index_uncond': 1.525735294117647, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.20220588235294118, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.23161764705882354, 'acc_per_byte': 0.23161764705882354, 'acc_uncond': 0.20955882352941177, 'no_answer': 0.0, 'sum_logits_corr': -25.385858469149646, 'logits_per_token_corr': -4.638582097210406, 'logits_per_char_corr': -0.9937974844019503, 'bits_per_byte_corr': 1.4298527852348675, 'correct_prob': 3.1743205549335105e-05, 'correct_prob_per_token': 0.021547437816024334, 'correct_prob_per_char': 0.4053769648205592, 'margin': -0.00046959549598515405, 'margin_per_token': -0.030181926034516113, 'margin_per_char': -0.09707008665705741, 'total_prob': 0.0005542452569146304, 'total_prob_per_token': 0.1062233906111793, 'total_prob_per_char': 1.6370385700600485, 'uncond_correct_prob': 5.624820827489977e-07, 'uncond_correct_prob_per_token': 0.0063181588249841625, 'uncond_correct_prob_per_char': 0.3107034556085416, 'uncond_total_prob': 7.68552591478839e-06, 'norm_correct_prob': 0.19896639425183166, 'norm_correct_prob_per_token': 0.23544429591684743, 'norm_correct_prob_per_char': 0.24673007879227674, 'primary_metric': 0.20220588235294118}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.6102941176470589, 'predicted_index_per_token': 1.5551470588235294, 'predicted_index_per_char': 1.5220588235294117, 'predicted_index_per_byte': 1.525735294117647, 'predicted_index_uncond': 1.6286764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.23529411764705882, 'acc_per_byte': 0.23529411764705882, 'acc_uncond': 0.2610294117647059, 'no_answer': 0.0, 'sum_logits_corr': -24.431691735982895, 'logits_per_token_corr': -4.439739763239835, 'logits_per_char_corr': -0.9415083901129205, 'bits_per_byte_corr': 1.3544455501841273, 'correct_prob': 0.00011127370233720814, 'correct_prob_per_token': 0.026796599685664606, 'correct_prob_per_char': 0.4219565447738761, 'margin': -0.00012687878869834825, 'margin_per_token': -0.0305083713527248, 'margin_per_char': -0.09221658331442872, 'total_prob': 0.0003750601868444882, 'total_prob_per_token': 0.12335314076871864, 'total_prob_per_char': 1.6973522591743437, 'uncond_correct_prob': 9.853142073644472e-07, 'uncond_correct_prob_per_token': 0.0061824316362947655, 'uncond_correct_prob_per_char': 0.30758657837542747, 'uncond_total_prob': 7.305894319194973e-06, 'norm_correct_prob': 0.2365484585239215, 'norm_correct_prob_per_token': 0.2426365114009118, 'norm_correct_prob_per_char': 0.24835631272941747, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.6066176470588236, 'predicted_index_per_token': 1.4816176470588236, 'predicted_index_per_char': 1.4926470588235294, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.5441176470588236, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.25, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.23161764705882354, 'acc_uncond': 0.21691176470588236, 'no_answer': 0.0, 'sum_logits_corr': -24.848100716576855, 'logits_per_token_corr': -4.517961958754076, 'logits_per_char_corr': -0.9621766168486633, 'logits_per_byte_corr': 1.3844223442817354, 'correct_prob': 6.607457965032061e-05, 'correct_prob_per_token': 0.025840457119570066, 'correct_prob_per_char': 0.41650436624719517, 'margin': -0.00011686159285897799, 'margin_per_token': -0.029119428270728002, 'margin_per_char': -0.09415541912831998, 'total_prob': 0.000267316444146968, 'total_prob_per_token': 0.11792800095697974, 'total_prob_per_char': 1.676481991877759, 'uncond_correct_prob': 3.5580155809875656e-07, 'uncond_correct_prob_per_token': 0.0061774451703555874, 'uncond_correct_prob_per_char': 0.3134830179882291, 'uncond_total_prob': 1.0063309655062649e-05, 'norm_correct_prob': 0.22754181468582568, 'norm_correct_prob_per_token': 0.24057927731957177, 'norm_correct_prob_per_char': 0.24766487915262403, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5661764705882353, 'predicted_index_per_token': 1.5404411764705883, 'predicted_index_per_char': 1.5036764705882353, 'predicted_index_per_byte': 1.5036764705882353, 'predicted_index_uncond': 1.5845588235294117, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.24632352941176472, 'no_answer': 0.0, 'sum_logits_corr': -25.38274108662325, 'logits_per_token_corr': -4.621330088974325, 'logits_per_char_corr': -0.9836345028449659, 'bits_per_byte_corr': 1.4150250484938702, 'correct_prob': 7.219992262539192e-05, 'correct_prob_per_token': 0.022878705416178386, 'correct_prob_per_char': 0.4083093569072756, 'margin': -0.0004320376430068854, 'margin_per_token': -0.02570234592421083, 'margin_per_char': -0.09155861780924542, 'total_prob': 0.0005897077814156431, 'total_prob_per_token': 0.10368601880925964, 'total_prob_per_char': 1.6315907245845211, 'uncond_correct_prob': 5.275960526839205e-07, 'uncond_correct_prob_per_token': 0.006920924233696269, 'uncond_correct_prob_per_char': 0.3173139824396257, 'uncond_total_prob': 1.3514583727210917e-05, 'norm_correct_prob': 0.22264025110614646, 'norm_correct_prob_per_token': 0.24054467426398615, 'norm_correct_prob_per_char': 0.2492450739623099, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.6102941176470589, 'predicted_index_per_token': 1.525735294117647, 'predicted_index_per_char': 1.5404411764705883, 'predicted_index_per_byte': 1.5404411764705883, 'predicted_index_uncond': 1.5073529411764706, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.25735294117647056, 'acc_per_token': 0.23897058823529413, 'acc_per_char': 0.27941176470588236, 'acc_per_byte': 0.27941176470588236, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -23.550956208916272, 'logits_per_token_corr': -4.297190718265388, 'logits_per_char_corr': -0.9181597863319653, 'bits_per_byte_corr': 1.3208711037528393, 'correct_prob': 0.00010240499378211194, 'correct_prob_per_token': 0.030628640436024705, 'correct_prob_per_char': 0.43390908282910096, 'margin': -0.00013497596163830695, 'margin_per_token': -0.032266104620196766, 'margin_per_char': -0.08856509868610829, 'total_prob': 0.00037696529108826, 'total_prob_per_token': 0.1362727742337737, 'total_prob_per_char': 1.7403541212763685, 'uncond_correct_prob': 6.338169579663496e-07, 'uncond_correct_prob_per_token': 0.0067912176165389575, 'uncond_correct_prob_per_char': 0.31574594661523886, 'uncond_total_prob': 1.7499057552218345e-05, 'norm_correct_prob': 0.24534568568485937, 'norm_correct_prob_per_token': 0.24097847896507615, 'norm_correct_prob_per_char': 0.24884386091506372, 'primary_metric': 0.25735294117647056}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5294117647058822, 'predicted_index_per_token': 1.4963235294117647, 'predicted_index_per_char': 1.4448529411764706, 'predicted_index_per_byte': 1.5551470588235294, 'predicted_index_uncond': 1.5147058823529411, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21323529411764705, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.27205882352941174, 'no_answer': 0.0, 'sum_logits_corr': -24.45146792425829, 'logits_per_token_corr': -4.4318805525013225, 'logits_per_char_corr': -0.937073623285976, 'logits_per_byte_corr': 1.3483419995277437, 'correct_prob': 4.103138143320451e-05, 'correct_prob_per_token': 0.027179338579576287, 'correct_prob_per_char': 0.4234124636538366, 'margin': -0.00021487208927677557, 'margin_per_token': -0.029641923771888828, 'margin_per_char': -0.0906906687372417, 'total_prob': 0.00032067770776495564, 'total_prob_per_token': 0.12279704766060598, 'total_prob_per_char': 1.6956682436417232, 'uncond_correct_prob': 6.950733355115315e-07, 'uncond_correct_prob_per_token': 0.005867269231745877, 'uncond_correct_prob_per_char': 0.30837795925945727, 'uncond_total_prob': 8.008323990910759e-06, 'norm_correct_prob': 0.21283898701045167, 'norm_correct_prob_per_token': 0.24554914231317237, 'norm_correct_prob_per_char': 0.24922119258436587, 'primary_metric': 0.21323529411764705}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.5514705882352942, 'predicted_index_per_token': 1.5514705882352942, 'predicted_index_per_char': 1.5036764705882353, 'predicted_index_per_byte': 1.5036764705882353, 'predicted_index_uncond': 1.5036764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.2426470588235294, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.2610294117647059, 'acc_uncond': 0.23161764705882354, 'no_answer': 0.0, 'sum_logits_corr': -24.523347160395453, 'logits_per_token_corr': -4.472860400361952, 'logits_per_char_corr': -0.9503876053102741, 'bits_per_byte_corr': 1.3673371127292737, 'correct_prob': 5.3817706655890416e-05, 'correct_prob_per_token': 0.027653417904294552, 'correct_prob_per_char': 0.42125141180660797, 'margin': -0.00018312610667276842, 'margin_per_token': -0.026646378929825347, 'margin_per_char': -0.0858562672376714, 'total_prob': 0.000317789238529619, 'total_prob_per_token': 0.11782581530529361, 'total_prob_per_char': 1.6729032214994188, 'uncond_correct_prob': 1.4780173559669402e-06, 'uncond_correct_prob_per_token': 0.008350147321877874, 'uncond_correct_prob_per_char': 0.3321380001347363, 'uncond_total_prob': 1.430504422336288e-05, 'norm_correct_prob': 0.21950670497466068, 'norm_correct_prob_per_token': 0.2449289197699967, 'norm_correct_prob_per_char': 0.25114724552147943, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.6213235294117647, 'predicted_index_per_token': 1.5330882352941178, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.4963235294117647, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.25, 'acc_per_token': 0.2610294117647059, 'acc_per_char': 0.2757352941176471, 'acc_per_byte': 0.2757352941176471, 'acc_uncond': 0.25735294117647056, 'no_answer': 0.0, 'sum_logits_corr': -24.134576841312295, 'logits_per_token_corr': -4.420295557976862, 'logits_per_char_corr': -0.9403082804691467, 'bits_per_byte_corr': 1.352778153388984, 'correct_prob': 8.532196488136542e-05, 'correct_prob_per_token': 0.027059617474293335, 'correct_prob_per_char': 0.42403389810713793, 'margin': -0.00029547747769110346, 'margin_per_token': -0.028228734624170467, 'margin_per_char': -0.08411512317835057, 'total_prob': 0.00048412370398215804, 'total_prob_per_token': 0.11838553732482758, 'total_prob_per_char': 1.6795396461711023, 'uncond_correct_prob': 4.52027319084255e-07, 'uncond_correct_prob_per_token': 0.006365381884224017, 'uncond_correct_prob_per_char': 0.3118384592813814, 'uncond_total_prob': 8.6990011165778e-06, 'norm_correct_prob': 0.24490748485211428, 'norm_correct_prob_per_token': 0.25292453101690693, 'norm_correct_prob_per_char': 0.252453753189458, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.5551470588235294, 'predicted_index_per_token': 1.4558823529411764, 'predicted_index_per_char': 1.4227941176470589, 'predicted_index_per_byte': 1.536764705882353, 'predicted_index_uncond': 1.5441176470588236, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.19852941176470587, 'acc_per_token': 0.23529411764705882, 'acc_per_char': 0.24632352941176472, 'acc_per_byte': 0.2426470588235294, 'acc_uncond': 0.2867647058823529, 'no_answer': 0.0, 'sum_logits_corr': -23.964847987189014, 'logits_per_token_corr': -4.353725233969819, 'logits_per_char_corr': -0.9245584683637086, 'logits_per_byte_corr': 1.329940166254235, 'correct_prob': 4.536506422183194e-05, 'correct_prob_per_token': 0.02848391994448795, 'correct_prob_per_char': 0.4298236050440196, 'margin': -0.0002755669314953818, 'margin_per_token': -0.03451343814138613, 'margin_per_char': -0.09552011799765374, 'total_prob': 0.0003918853657971782, 'total_prob_per_token': 0.13500438307786672, 'total_prob_per_char': 1.7321209242802103, 'uncond_correct_prob': 1.2700525959492478e-06, 'uncond_correct_prob_per_token': 0.006878491508977377, 'uncond_correct_prob_per_char': 0.3179542124894573, 'uncond_total_prob': 8.63871958012841e-06, 'norm_correct_prob': 0.20567046251417026, 'norm_correct_prob_per_token': 0.2384243390251718, 'norm_correct_prob_per_char': 0.2481040045075135, 'primary_metric': 0.19852941176470587}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5110294117647058, 'predicted_index_per_token': 1.5110294117647058, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5036764705882353, 'predicted_index_uncond': 1.5772058823529411, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21323529411764705, 'acc_per_token': 0.25735294117647056, 'acc_per_char': 0.25, 'acc_per_byte': 0.24632352941176472, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -22.944590454592426, 'logits_per_token_corr': -4.158933018454057, 'logits_per_char_corr': -0.87919801264005, 'bits_per_byte_corr': 1.2645404877927964, 'correct_prob': 0.00022878390048173037, 'correct_prob_per_token': 0.03787475379188425, 'correct_prob_per_char': 0.44926367393175115, 'margin': -0.0003682543327171959, 'margin_per_token': -0.032754746054799326, 'margin_per_char': -0.09115156284530451, 'total_prob': 0.0008867375834278097, 'total_prob_per_token': 0.15914332072718718, 'total_prob_per_char': 1.7967320111463327, 'uncond_correct_prob': 7.767075886464877e-07, 'uncond_correct_prob_per_token': 0.007568463282515079, 'uncond_correct_prob_per_char': 0.32381801033444096, 'uncond_total_prob': 2.1789436724744494e-05, 'norm_correct_prob': 0.21525977938172483, 'norm_correct_prob_per_token': 0.2451394607164594, 'norm_correct_prob_per_char': 0.24894518732824064, 'primary_metric': 0.21323529411764705}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5955882352941178, 'predicted_index_per_token': 1.5588235294117647, 'predicted_index_per_char': 1.5551470588235294, 'predicted_index_per_byte': 1.5551470588235294, 'predicted_index_uncond': 1.6102941176470589, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.24632352941176472, 'acc_per_token': 0.25735294117647056, 'acc_per_char': 0.2647058823529412, 'acc_per_byte': 0.2647058823529412, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -23.318965562126216, 'logits_per_token_corr': -4.22880112714325, 'logits_per_char_corr': -0.9004831254689134, 'bits_per_byte_corr': 1.2951976335764883, 'correct_prob': 0.00018128092625508487, 'correct_prob_per_token': 0.03257375461699095, 'correct_prob_per_char': 0.4410546942822458, 'margin': -0.00013806295704794718, 'margin_per_token': -0.03323383159071566, 'margin_per_char': -0.08878859655831578, 'total_prob': 0.000528695583738031, 'total_prob_per_token': 0.14327178956136344, 'total_prob_per_char': 1.7571383564767535, 'uncond_correct_prob': 1.2218929796978232e-06, 'uncond_correct_prob_per_token': 0.0074562983912253135, 'uncond_correct_prob_per_char': 0.32341293132808896, 'uncond_total_prob': 1.2677235972200661e-05, 'norm_correct_prob': 0.24246386867279998, 'norm_correct_prob_per_token': 0.24887968665613572, 'norm_correct_prob_per_char': 0.25043649174203597, 'primary_metric': 0.24632352941176472}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5772058823529411, 'predicted_index_per_token': 1.474264705882353, 'predicted_index_per_char': 1.4264705882352942, 'predicted_index_per_byte': 1.5404411764705883, 'predicted_index_uncond': 1.5, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22794117647058823, 'acc_per_token': 0.23897058823529413, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.2867647058823529, 'no_answer': 0.0, 'sum_logits_corr': -23.651643732014826, 'logits_per_token_corr': -4.309140461572222, 'logits_per_char_corr': -0.9170390141067509, 'logits_per_byte_corr': 1.3196267769417755, 'correct_prob': 7.90419599394659e-05, 'correct_prob_per_token': 0.03003627326166308, 'correct_prob_per_char': 0.43305196948763164, 'margin': -0.00015997647691114175, 'margin_per_token': -0.03040403966473658, 'margin_per_char': -0.08782953149206761, 'total_prob': 0.0003587385681548007, 'total_prob_per_token': 0.13427650325702878, 'total_prob_per_char': 1.7312867385284978, 'uncond_correct_prob': 5.076567964218604e-07, 'uncond_correct_prob_per_token': 0.007157173304393024, 'uncond_correct_prob_per_char': 0.31961141786348907, 'uncond_total_prob': 6.086613741102322e-06, 'norm_correct_prob': 0.22913964002296594, 'norm_correct_prob_per_token': 0.2469367635783437, 'norm_correct_prob_per_char': 0.249856739777714, 'primary_metric': 0.22794117647058823}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.5477941176470589, 'predicted_index_per_token': 1.4963235294117647, 'predicted_index_per_char': 1.5294117647058822, 'predicted_index_per_byte': 1.5330882352941178, 'predicted_index_uncond': 1.5588235294117647, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.22426470588235295, 'acc_per_char': 0.26838235294117646, 'acc_per_byte': 0.26838235294117646, 'acc_uncond': 0.23897058823529413, 'no_answer': 0.0, 'sum_logits_corr': -23.04118653605966, 'logits_per_token_corr': -4.164602790939042, 'logits_per_char_corr': -0.8844547632637285, 'bits_per_byte_corr': 1.2723186228346335, 'correct_prob': 9.450510605174218e-05, 'correct_prob_per_token': 0.03594864011707431, 'correct_prob_per_char': 0.4480926955954155, 'margin': -0.0004614348441501186, 'margin_per_token': -0.03224806826140444, 'margin_per_char': -0.09094348513755944, 'total_prob': 0.0006894289864472893, 'total_prob_per_token': 0.15244572125543396, 'total_prob_per_char': 1.7848630915103318, 'uncond_correct_prob': 3.1396133420596777e-07, 'uncond_correct_prob_per_token': 0.0064212697200403636, 'uncond_correct_prob_per_char': 0.3114094171100956, 'uncond_total_prob': 5.292911493546753e-06, 'norm_correct_prob': 0.23552244475007883, 'norm_correct_prob_per_token': 0.24536207843902863, 'norm_correct_prob_per_char': 0.2499346529373361, 'primary_metric': 0.23529411764705882}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.5551470588235294, 'predicted_index_per_token': 1.5477941176470589, 'predicted_index_per_char': 1.5147058823529411, 'predicted_index_per_byte': 1.5147058823529411, 'predicted_index_uncond': 1.5330882352941178, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22794117647058823, 'acc_per_token': 0.25735294117647056, 'acc_per_char': 0.2647058823529412, 'acc_per_byte': 0.2647058823529412, 'acc_uncond': 0.2867647058823529, 'no_answer': 0.0, 'sum_logits_corr': -23.171881335623123, 'logits_per_token_corr': -4.209828272392434, 'logits_per_char_corr': -0.8948956724354662, 'bits_per_byte_corr': 1.2873302322476297, 'correct_prob': 0.00011692294122042093, 'correct_prob_per_token': 0.03266872657883673, 'correct_prob_per_char': 0.4417879757885125, 'margin': -0.0003185155656303981, 'margin_per_token': -0.03270297336085033, 'margin_per_char': -0.08727392174193127, 'total_prob': 0.0005816373045096732, 'total_prob_per_token': 0.1413411169440343, 'total_prob_per_char': 1.7536032336270613, 'uncond_correct_prob': 5.45950503734798e-07, 'uncond_correct_prob_per_token': 0.006754760295515875, 'uncond_correct_prob_per_char': 0.31165316538662746, 'uncond_total_prob': 8.149703868117031e-06, 'norm_correct_prob': 0.22888882695291737, 'norm_correct_prob_per_token': 0.2506317282329947, 'norm_correct_prob_per_char': 0.2511554236852649, 'primary_metric': 0.22794117647058823}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.5073529411764706, 'predicted_index_per_token': 1.5441176470588236, 'predicted_index_per_char': 1.4264705882352942, 'predicted_index_per_byte': 1.5404411764705883, 'predicted_index_uncond': 1.5808823529411764, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.24632352941176472, 'acc_per_char': 0.23529411764705882, 'acc_per_byte': 0.23529411764705882, 'acc_uncond': 0.24632352941176472, 'no_answer': 0.0, 'sum_logits_corr': -23.513602061306727, 'logits_per_token_corr': -4.259888591144689, 'logits_per_char_corr': -0.8978631333684629, 'logits_per_byte_corr': 1.2920308096081816, 'correct_prob': 0.00016563730102143716, 'correct_prob_per_token': 0.03190195964662901, 'correct_prob_per_char': 0.43752599460267055, 'margin': -0.00024615293733884757, 'margin_per_token': -0.03425824542639274, 'margin_per_char': -0.09130193602679228, 'total_prob': 0.0006272951043744601, 'total_prob_per_token': 0.14447479674047137, 'total_prob_per_char': 1.7521955595839276, 'uncond_correct_prob': 1.8458665286679454e-07, 'uncond_correct_prob_per_token': 0.005488668553927352, 'uncond_correct_prob_per_char': 0.3000719076532039, 'uncond_total_prob': 5.16748405293994e-06, 'norm_correct_prob': 0.22480782097233531, 'norm_correct_prob_per_token': 0.24517141729330216, 'norm_correct_prob_per_char': 0.24987745556574104, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5220588235294117, 'predicted_index_per_token': 1.5330882352941178, 'predicted_index_per_char': 1.4595588235294117, 'predicted_index_per_byte': 1.4595588235294117, 'predicted_index_uncond': 1.5919117647058822, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.21323529411764705, 'acc_per_char': 0.23161764705882354, 'acc_per_byte': 0.23161764705882354, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -23.186519305495654, 'logits_per_token_corr': -4.180994246771055, 'logits_per_char_corr': -0.8763288848229119, 'bits_per_byte_corr': 1.2604583779757101, 'correct_prob': 0.00012920053308618156, 'correct_prob_per_token': 0.036286794314647215, 'correct_prob_per_char': 0.44721302344226416, 'margin': -0.0003214207109013523, 'margin_per_token': -0.03335965981632271, 'margin_per_char': -0.09093484433592523, 'total_prob': 0.0006370992557524983, 'total_prob_per_token': 0.15662088047213718, 'total_prob_per_char': 1.786207415665314, 'uncond_correct_prob': 6.179408050279063e-07, 'uncond_correct_prob_per_token': 0.007750101569496237, 'uncond_correct_prob_per_char': 0.32522940901938735, 'uncond_total_prob': 1.1149342197384305e-05, 'norm_correct_prob': 0.21250429946114835, 'norm_correct_prob_per_token': 0.2431332873911804, 'norm_correct_prob_per_char': 0.2497909028804323, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5404411764705883, 'predicted_index_per_token': 1.5588235294117647, 'predicted_index_per_char': 1.4926470588235294, 'predicted_index_per_byte': 1.4926470588235294, 'predicted_index_uncond': 1.5441176470588236, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22426470588235295, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.20955882352941177, 'acc_per_byte': 0.20955882352941177, 'acc_uncond': 0.22426470588235295, 'no_answer': 0.0, 'sum_logits_corr': -22.673841622822426, 'logits_per_token_corr': -4.05928162864803, 'logits_per_char_corr': -0.8597087991854793, 'bits_per_byte_corr': 1.2364254200498637, 'correct_prob': 0.0002866386458558563, 'correct_prob_per_token': 0.03857664250950164, 'correct_prob_per_char': 0.45540822802963327, 'margin': -0.0005347439801485313, 'margin_per_token': -0.04017255970186567, 'margin_per_char': -0.09472245757987192, 'total_prob': 0.00118834751378976, 'total_prob_per_token': 0.17212487791868636, 'total_prob_per_char': 1.8247756635130534, 'uncond_correct_prob': 6.755457916544889e-07, 'uncond_correct_prob_per_token': 0.00687506925859244, 'uncond_correct_prob_per_char': 0.3175374485163303, 'uncond_total_prob': 6.616276018016341e-06, 'norm_correct_prob': 0.2319647307895381, 'norm_correct_prob_per_token': 0.24291450337080095, 'norm_correct_prob_per_char': 0.24911200222541924, 'primary_metric': 0.22426470588235295}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.6213235294117647, 'predicted_index_per_token': 1.5919117647058822, 'predicted_index_per_char': 1.4852941176470589, 'predicted_index_per_byte': 1.5404411764705883, 'predicted_index_uncond': 1.5477941176470589, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21323529411764705, 'acc_per_token': 0.25, 'acc_per_char': 0.23897058823529413, 'acc_per_byte': 0.27205882352941174, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -23.906245172023773, 'logits_per_token_corr': -4.3618065047903265, 'logits_per_char_corr': -0.9262622833029253, 'logits_per_byte_corr': 1.3329040101686707, 'correct_prob': 4.349173197641295e-05, 'correct_prob_per_token': 0.028240950808403647, 'correct_prob_per_char': 0.42827939174117013, 'margin': -0.00016775763024056036, 'margin_per_token': -0.03043494386095574, 'margin_per_char': -0.08778870319903011, 'total_prob': 0.0003075089155268218, 'total_prob_per_token': 0.12784428655164176, 'total_prob_per_char': 1.7099718297275321, 'uncond_correct_prob': 8.414288304230835e-07, 'uncond_correct_prob_per_token': 0.007241559574622399, 'uncond_correct_prob_per_char': 0.32163701621729285, 'uncond_total_prob': 8.346657469431035e-06, 'norm_correct_prob': 0.22358612527951555, 'norm_correct_prob_per_token': 0.24766711745085795, 'norm_correct_prob_per_char': 0.2499450442219453, 'primary_metric': 0.21323529411764705}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5514705882352942, 'predicted_index_per_token': 1.5110294117647058, 'predicted_index_per_char': 1.5110294117647058, 'predicted_index_per_byte': 1.5110294117647058, 'predicted_index_uncond': 1.650735294117647, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.20588235294117646, 'acc_per_token': 0.21691176470588236, 'acc_per_char': 0.23161764705882354, 'acc_per_byte': 0.23161764705882354, 'acc_uncond': 0.24632352941176472, 'no_answer': 0.0, 'sum_logits_corr': -22.591154950506546, 'logits_per_token_corr': -4.116395000958122, 'logits_per_char_corr': -0.8681010926821796, 'bits_per_byte_corr': 1.24858894675232, 'correct_prob': 0.00014153761376584697, 'correct_prob_per_token': 0.03474806411899424, 'correct_prob_per_char': 0.44976812207796135, 'margin': -0.0004326417322230123, 'margin_per_token': -0.036695586920003694, 'margin_per_char': -0.09043618969145939, 'total_prob': 0.0007715586669358588, 'total_prob_per_token': 0.1554922474912048, 'total_prob_per_char': 1.7914623229949969, 'uncond_correct_prob': 4.741978727343402e-07, 'uncond_correct_prob_per_token': 0.007881164362879165, 'uncond_correct_prob_per_char': 0.32852647170010485, 'uncond_total_prob': 8.497628428648089e-06, 'norm_correct_prob': 0.21514253131493546, 'norm_correct_prob_per_token': 0.24665776977364035, 'norm_correct_prob_per_char': 0.25077669542109376, 'primary_metric': 0.20588235294117646}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5735294117647058, 'predicted_index_per_token': 1.599264705882353, 'predicted_index_per_char': 1.5588235294117647, 'predicted_index_per_byte': 1.5551470588235294, 'predicted_index_uncond': 1.5514705882352942, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.19117647058823528, 'acc_per_token': 0.25735294117647056, 'acc_per_char': 0.2426470588235294, 'acc_per_byte': 0.2426470588235294, 'acc_uncond': 0.25735294117647056, 'no_answer': 0.0, 'sum_logits_corr': -22.43474047893987, 'logits_per_token_corr': -4.063347587413218, 'logits_per_char_corr': -0.8595134706028823, 'bits_per_byte_corr': 1.2360517234849109, 'correct_prob': 0.0007655353283059135, 'correct_prob_per_token': 0.0374702279525524, 'correct_prob_per_char': 0.45481084483920153, 'margin': 0.0003722411008346418, 'margin_per_token': -0.03945551136648802, 'margin_per_char': -0.09209462087912433, 'total_prob': 0.0012146216175154443, 'total_prob_per_token': 0.16671200015688978, 'total_prob_per_char': 1.8186236424373101, 'uncond_correct_prob': 2.862003915405072e-07, 'uncond_correct_prob_per_token': 0.006498412995211415, 'uncond_correct_prob_per_char': 0.31137093559303286, 'uncond_total_prob': 8.087427182415498e-06, 'norm_correct_prob': 0.21164186501737509, 'norm_correct_prob_per_token': 0.24480655472406526, 'norm_correct_prob_per_char': 0.24967086095396407, 'primary_metric': 0.19117647058823528}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5588235294117647, 'predicted_index_per_token': 1.474264705882353, 'predicted_index_per_char': 1.4669117647058822, 'predicted_index_per_byte': 1.5735294117647058, 'predicted_index_uncond': 1.5441176470588236, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.23529411764705882, 'acc_per_char': 0.25, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.2610294117647059, 'no_answer': 0.0, 'sum_logits_corr': -24.98609072671217, 'logits_per_token_corr': -4.627278328803406, 'logits_per_char_corr': -0.9734792373983697, 'logits_per_byte_corr': 1.400949663248775, 'correct_prob': 7.568918577764502e-05, 'correct_prob_per_token': 0.02410144173058626, 'correct_prob_per_char': 0.4086549390036335, 'margin': -8.524520436992586e-05, 'margin_per_token': -0.025021704222145197, 'margin_per_char': -0.08237553024823117, 'total_prob': 0.00026062299110228364, 'total_prob_per_token': 0.10627315246105745, 'total_prob_per_char': 1.6298934989495553, 'uncond_correct_prob': 7.416368108531089e-07, 'uncond_correct_prob_per_token': 0.007927577655911965, 'uncond_correct_prob_per_char': 0.3293701346415505, 'uncond_total_prob': 7.234313946823574e-06, 'norm_correct_prob': 0.22021907321041467, 'norm_correct_prob_per_token': 0.2466179344251369, 'norm_correct_prob_per_char': 0.25053619576079633, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.5955882352941178, 'predicted_index_per_token': 1.6176470588235294, 'predicted_index_per_char': 1.5220588235294117, 'predicted_index_per_byte': 1.5220588235294117, 'predicted_index_uncond': 1.5808823529411764, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.2426470588235294, 'acc_per_token': 0.2757352941176471, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.2610294117647059, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -22.398605830529156, 'logits_per_token_corr': -4.078080821898936, 'logits_per_char_corr': -0.8607763683618107, 'bits_per_byte_corr': 1.2381129497071663, 'correct_prob': 0.00015339634008688593, 'correct_prob_per_token': 0.038309784499955826, 'correct_prob_per_char': 0.45496307072324005, 'margin': -0.00026135045397033293, 'margin_per_token': -0.03418733325240212, 'margin_per_char': -0.08429711864885717, 'total_prob': 0.0006566446055055896, 'total_prob_per_token': 0.16137177398930666, 'total_prob_per_char': 1.7995312475163254, 'uncond_correct_prob': 3.9872477553726773e-07, 'uncond_correct_prob_per_token': 0.008170455627684717, 'uncond_correct_prob_per_char': 0.3289690027190827, 'uncond_total_prob': 8.242368046199167e-06, 'norm_correct_prob': 0.2438315165927729, 'norm_correct_prob_per_token': 0.2570697245075204, 'norm_correct_prob_per_char': 0.252311528318796, 'primary_metric': 0.2426470588235294}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.536764705882353, 'predicted_index_per_token': 1.5220588235294117, 'predicted_index_per_char': 1.5330882352941178, 'predicted_index_per_byte': 1.5330882352941178, 'predicted_index_uncond': 1.5661764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.1948529411764706, 'acc_per_token': 0.25735294117647056, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -22.979433073717004, 'logits_per_token_corr': -4.186994077537707, 'logits_per_char_corr': -0.8853916935156055, 'bits_per_byte_corr': 1.273696507059641, 'correct_prob': 0.0002132609569531011, 'correct_prob_per_token': 0.033291699685634, 'correct_prob_per_char': 0.4435503581771095, 'margin': -0.00015086583693518207, 'margin_per_token': -0.03725139783383168, 'margin_per_char': -0.09175348768987168, 'total_prob': 0.0006182855811034291, 'total_prob_per_token': 0.15285146120403179, 'total_prob_per_char': 1.7794733476037223, 'uncond_correct_prob': 3.904668833489113e-07, 'uncond_correct_prob_per_token': 0.007289957246226709, 'uncond_correct_prob_per_char': 0.3212833032259401, 'uncond_total_prob': 7.767857791007826e-06, 'norm_correct_prob': 0.2092264675391087, 'norm_correct_prob_per_token': 0.23961669222107904, 'norm_correct_prob_per_char': 0.24876261847199266, 'primary_metric': 0.1948529411764706}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.4852941176470589, 'predicted_index_per_token': 1.536764705882353, 'predicted_index_per_char': 1.4669117647058822, 'predicted_index_per_byte': 1.5698529411764706, 'predicted_index_uncond': 1.4779411764705883, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.2536764705882353, 'acc_per_char': 0.23161764705882354, 'acc_per_byte': 0.21323529411764705, 'acc_uncond': 0.29411764705882354, 'no_answer': 0.0, 'sum_logits_corr': -22.95442201460109, 'logits_per_token_corr': -4.172767258654229, 'logits_per_char_corr': -0.8795782290368152, 'logits_per_byte_corr': 1.2655856254155655, 'correct_prob': 0.0001502390154819743, 'correct_prob_per_token': 0.035577921100590805, 'correct_prob_per_char': 0.4464901861888726, 'margin': -0.00032804101068748383, 'margin_per_token': -0.03529637059536954, 'margin_per_char': -0.0880018435652277, 'total_prob': 0.0006892616866578788, 'total_prob_per_token': 0.15523035943567454, 'total_prob_per_char': 1.7774854089399237, 'uncond_correct_prob': 1.3900799743567258e-06, 'uncond_correct_prob_per_token': 0.008288994681847324, 'uncond_correct_prob_per_char': 0.33277075558856856, 'uncond_total_prob': 1.0862017935805887e-05, 'norm_correct_prob': 0.22639324791466245, 'norm_correct_prob_per_token': 0.24889854260137134, 'norm_correct_prob_per_char': 0.25051819578467893, 'primary_metric': 0.23529411764705882}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.5698529411764706, 'predicted_index_per_token': 1.5036764705882353, 'predicted_index_per_char': 1.4485294117647058, 'predicted_index_per_byte': 1.4485294117647058, 'predicted_index_uncond': 1.5551470588235294, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.20220588235294118, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.20955882352941177, 'acc_per_byte': 0.20955882352941177, 'acc_uncond': 0.2536764705882353, 'no_answer': 0.0, 'sum_logits_corr': -22.719530291417065, 'logits_per_token_corr': -4.136973336141874, 'logits_per_char_corr': -0.8681655240326264, 'bits_per_byte_corr': 1.2492196452695306, 'correct_prob': 6.029942356213337e-05, 'correct_prob_per_token': 0.035255072030595955, 'correct_prob_per_char': 0.4488153445022895, 'margin': -0.0003456111554456555, 'margin_per_token': -0.03636008802055328, 'margin_per_char': -0.09088007721545723, 'total_prob': 0.0005349466865883573, 'total_prob_per_token': 0.15756313033228084, 'total_prob_per_char': 1.7896455630326578, 'uncond_correct_prob': 2.7511207565813675e-07, 'uncond_correct_prob_per_token': 0.008077043310685157, 'uncond_correct_prob_per_char': 0.3279476236536904, 'uncond_total_prob': 6.130654016736957e-06, 'norm_correct_prob': 0.20530051244831224, 'norm_correct_prob_per_token': 0.2424164470888932, 'norm_correct_prob_per_char': 0.2507806462375203, 'primary_metric': 0.20220588235294118}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.536764705882353, 'predicted_index_per_token': 1.5625, 'predicted_index_per_char': 1.5036764705882353, 'predicted_index_per_byte': 1.5036764705882353, 'predicted_index_uncond': 1.5661764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.25, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.2536764705882353, 'no_answer': 0.0, 'sum_logits_corr': -22.96685430407524, 'logits_per_token_corr': -4.194254056213046, 'logits_per_char_corr': -0.8848299540381296, 'bits_per_byte_corr': 1.272810075684085, 'correct_prob': 0.0004583985457683707, 'correct_prob_per_token': 0.0349328817268479, 'correct_prob_per_char': 0.4444906874350497, 'margin': 0.00025929522886249454, 'margin_per_token': -0.03204067207834805, 'margin_per_char': -0.08400976026701039, 'total_prob': 0.0006935899806323396, 'total_prob_per_token': 0.15028154981343925, 'total_prob_per_char': 1.7660821099788877, 'uncond_correct_prob': 4.773133643201211e-07, 'uncond_correct_prob_per_token': 0.008092556160416346, 'uncond_correct_prob_per_char': 0.3287571084805609, 'uncond_total_prob': 1.0266752058934144e-05, 'norm_correct_prob': 0.22608817278158064, 'norm_correct_prob_per_token': 0.25099860942741536, 'norm_correct_prob_per_char': 0.25128262749495095, 'primary_metric': 0.23529411764705882}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.5073529411764706, 'predicted_index_per_token': 1.5147058823529411, 'predicted_index_per_char': 1.4852941176470589, 'predicted_index_per_byte': 1.4926470588235294, 'predicted_index_uncond': 1.5036764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.24632352941176472, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.20955882352941177, 'acc_uncond': 0.24632352941176472, 'no_answer': 0.0, 'sum_logits_corr': -22.591438249630087, 'logits_per_token_corr': -4.073847770609827, 'logits_per_char_corr': -0.8564672221339196, 'logits_per_byte_corr': 1.2323175949846292, 'correct_prob': 0.0003161210002652574, 'correct_prob_per_token': 0.03888252097875589, 'correct_prob_per_char': 0.45530473189565834, 'margin': -0.00016886402241501273, 'margin_per_token': -0.032452839486454374, 'margin_per_char': -0.08230088515868565, 'total_prob': 0.000881049138374565, 'total_prob_per_token': 0.16212084321662282, 'total_prob_per_char': 1.8036240450742282, 'uncond_correct_prob': 6.436943050306354e-07, 'uncond_correct_prob_per_token': 0.00882726766502692, 'uncond_correct_prob_per_char': 0.33282283984507605, 'uncond_total_prob': 5.804341767807418e-06, 'norm_correct_prob': 0.22759924448270796, 'norm_correct_prob_per_token': 0.25458637611200463, 'norm_correct_prob_per_char': 0.2519722130357947, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.5845588235294117, 'predicted_index_per_token': 1.463235294117647, 'predicted_index_per_char': 1.4705882352941178, 'predicted_index_per_byte': 1.474264705882353, 'predicted_index_uncond': 1.6066176470588236, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.20220588235294118, 'acc_per_token': 0.21323529411764705, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.2610294117647059, 'no_answer': 0.0, 'sum_logits_corr': -21.83329955006347, 'logits_per_token_corr': -3.9543888104669986, 'logits_per_char_corr': -0.8255357900114813, 'bits_per_byte_corr': 1.1875686404818477, 'correct_prob': 0.0003966511430633459, 'correct_prob_per_token': 0.04274804535469223, 'correct_prob_per_char': 0.4653960732601162, 'margin': -0.00031478959547690894, 'margin_per_token': -0.03854715863096132, 'margin_per_char': -0.08719105602687048, 'total_prob': 0.0013062482977878413, 'total_prob_per_token': 0.185008551689728, 'total_prob_per_char': 1.853572420594728, 'uncond_correct_prob': 7.3544950160277e-07, 'uncond_correct_prob_per_token': 0.01127034757197222, 'uncond_correct_prob_per_char': 0.35305876732995206, 'uncond_total_prob': 1.1161611984529715e-05, 'norm_correct_prob': 0.21027951395845787, 'norm_correct_prob_per_token': 0.24472073729986588, 'norm_correct_prob_per_char': 0.2508582141516259, 'primary_metric': 0.20220588235294118}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.5698529411764706, 'predicted_index_per_token': 1.4963235294117647, 'predicted_index_per_char': 1.4816176470588236, 'predicted_index_per_byte': 1.4852941176470589, 'predicted_index_uncond': 1.6580882352941178, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.25, 'acc_per_char': 0.2426470588235294, 'acc_per_byte': 0.2426470588235294, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -22.460288525504225, 'logits_per_token_corr': -4.088024657914995, 'logits_per_char_corr': -0.8610661952689656, 'bits_per_byte_corr': 1.2389066384660297, 'correct_prob': 0.00033974781762637047, 'correct_prob_per_token': 0.039245665922768666, 'correct_prob_per_char': 0.45360626541766264, 'margin': 3.183199621393074e-05, 'margin_per_token': -0.03696648787409327, 'margin_per_char': -0.08957370787561102, 'total_prob': 0.0007210315370527357, 'total_prob_per_token': 0.16814335665906074, 'total_prob_per_char': 1.8107726219120721, 'uncond_correct_prob': 4.574296315147475e-07, 'uncond_correct_prob_per_token': 0.008375111148522034, 'uncond_correct_prob_per_char': 0.3308075567547874, 'uncond_total_prob': 8.279000344860081e-06, 'norm_correct_prob': 0.21998986180095786, 'norm_correct_prob_per_token': 0.24750086971922278, 'norm_correct_prob_per_char': 0.25031198518525744, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.5477941176470589, 'predicted_index_per_token': 1.5441176470588236, 'predicted_index_per_char': 1.474264705882353, 'predicted_index_per_byte': 1.5698529411764706, 'predicted_index_uncond': 1.5036764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.21691176470588236, 'acc_per_byte': 0.22058823529411764, 'acc_uncond': 0.2647058823529412, 'no_answer': 0.0, 'sum_logits_corr': -22.527119992410434, 'logits_per_token_corr': -4.091777839834286, 'logits_per_char_corr': -0.8609702390162522, 'logits_per_byte_corr': 1.2388314824749163, 'correct_prob': 0.0002457566648523223, 'correct_prob_per_token': 0.03962573290398154, 'correct_prob_per_char': 0.4545375147936839, 'margin': -0.0002210471112576878, 'margin_per_token': -0.035041372223055145, 'margin_per_char': -0.08890625675706954, 'total_prob': 0.0007827398123506486, 'total_prob_per_token': 0.1674539751220401, 'total_prob_per_char': 1.8101560360132982, 'uncond_correct_prob': 3.678564976171671e-07, 'uncond_correct_prob_per_token': 0.00852841048136771, 'uncond_correct_prob_per_char': 0.33286874038932646, 'uncond_total_prob': 6.97206360103084e-06, 'norm_correct_prob': 0.22339179362087858, 'norm_correct_prob_per_token': 0.24931791053266222, 'norm_correct_prob_per_char': 0.2501753973067746, 'primary_metric': 0.22058823529411764}
|
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.