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_security_studies
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.726530612244898, 'predicted_index_per_token': 1.2816326530612245, 'predicted_index_per_char': 1.3224489795918368, 'predicted_index_per_byte': 1.836734693877551, 'predicted_index_uncond': 1.4122448979591837, 'correct_choice': 1.853061224489796, 'acc_raw': 0.32653061224489793, 'acc_per_token': 0.24081632653061225, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.35918367346938773, 'acc_uncond': 0.22040816326530613, 'no_answer': 0.0, 'sum_logits_corr': -104.40534190742336, 'logits_per_token_corr': -3.7947701267053064, 'logits_per_char_corr': -0.7317351010695085, 'logits_per_byte_corr': 1.055670601558123, 'correct_prob': 1.9974993124597534e-06, 'correct_prob_per_token': 0.03195813571641849, 'correct_prob_per_char': 0.4960889778102018, 'margin': -9.081387323936167e-06, 'margin_per_token': -0.017714848598526883, 'margin_per_char': -0.07582748724913983, 'total_prob': 1.6762753364838093e-05, 'total_prob_per_token': 0.13491327385761917, 'total_prob_per_char': 2.074670599394889, 'uncond_correct_prob': 1.7308760122709258e-07, 'uncond_correct_prob_per_token': 0.020096983924658217, 'uncond_correct_prob_per_char': 0.4620910655127838, 'uncond_total_prob': 5.485036466524946e-07, 'norm_correct_prob': 0.31402761280206887, 'norm_correct_prob_per_token': 0.2336969740852411, 'norm_correct_prob_per_char': 0.23859589408441673, 'primary_metric': 0.32653061224489793}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.7183673469387755, 'predicted_index_per_token': 1.2857142857142858, 'predicted_index_per_char': 1.3020408163265307, 'predicted_index_per_byte': 1.3020408163265307, 'predicted_index_uncond': 1.4244897959183673, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.22040816326530613, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.2612244897959184, 'no_answer': 0.0, 'sum_logits_corr': -103.29417165834077, 'logits_per_token_corr': -3.6518499964665216, 'logits_per_char_corr': -0.7008653856291902, 'bits_per_byte_corr': 1.0111350161786903, 'correct_prob': 3.4298454111330713e-06, 'correct_prob_per_token': 0.034082959192954766, 'correct_prob_per_char': 0.5077090143175225, 'margin': -8.592284238086071e-06, 'margin_per_token': -0.017868157150836433, 'margin_per_char': -0.06826603523588438, 'total_prob': 1.927612705315149e-05, 'total_prob_per_token': 0.1414604793473167, 'total_prob_per_char': 2.1000537483429276, 'uncond_correct_prob': 2.2261203793239503e-07, 'uncond_correct_prob_per_token': 0.020631231593762806, 'uncond_correct_prob_per_char': 0.4639511136360602, 'uncond_total_prob': 4.141003521599806e-07, 'norm_correct_prob': 0.3097958531469546, 'norm_correct_prob_per_token': 0.24116940212628116, 'norm_correct_prob_per_char': 0.2417910156051701, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.7346938775510203, 'predicted_index_per_token': 1.346938775510204, 'predicted_index_per_char': 1.3510204081632653, 'predicted_index_per_byte': 1.3510204081632653, 'predicted_index_uncond': 1.4326530612244899, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.2530612244897959, 'no_answer': 0.0, 'sum_logits_corr': -103.72321714673724, 'logits_per_token_corr': -3.671909864561281, 'logits_per_char_corr': -0.7043168396817369, 'bits_per_byte_corr': 1.0161144118241587, 'correct_prob': 2.9689984656685636e-06, 'correct_prob_per_token': 0.03393346780348944, 'correct_prob_per_char': 0.506136721265174, 'margin': -1.978991124290688e-05, 'margin_per_token': -0.01561370601890176, 'margin_per_char': -0.06642631227621341, 'total_prob': 3.0380452732461567e-05, 'total_prob_per_token': 0.13861722156911602, 'total_prob_per_char': 2.095257022931873, 'uncond_correct_prob': 2.138727319800388e-07, 'uncond_correct_prob_per_token': 0.018606230459287287, 'uncond_correct_prob_per_char': 0.45251023446367694, 'uncond_total_prob': 4.651028979867621e-07, 'norm_correct_prob': 0.31521271820561647, 'norm_correct_prob_per_token': 0.24383020385200713, 'norm_correct_prob_per_char': 0.2412434550428792, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.7387755102040816, 'predicted_index_per_token': 1.3428571428571427, 'predicted_index_per_char': 1.3224489795918368, 'predicted_index_per_byte': 1.8408163265306123, 'predicted_index_uncond': 1.3877551020408163, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.27346938775510204, 'acc_per_char': 0.24081632653061225, 'acc_per_byte': 0.3551020408163265, 'acc_uncond': 0.21224489795918366, 'no_answer': 0.0, 'sum_logits_corr': -103.36119500958189, 'logits_per_token_corr': -3.657377325372497, 'logits_per_char_corr': -0.7006518099838921, 'logits_per_byte_corr': 1.0108268916543635, 'correct_prob': 2.9009397234346645e-06, 'correct_prob_per_token': 0.033737024923572057, 'correct_prob_per_char': 0.5071362978237614, 'margin': -1.3771257495585275e-05, 'margin_per_token': -0.01651747398646179, 'margin_per_char': -0.06569147868380908, 'total_prob': 2.4825346658965595e-05, 'total_prob_per_token': 0.13897493949151224, 'total_prob_per_char': 2.0953495174522545, 'uncond_correct_prob': 3.250762659695947e-07, 'uncond_correct_prob_per_token': 0.020662439233860918, 'uncond_correct_prob_per_char': 0.4643090820924218, 'uncond_total_prob': 5.344454239404094e-07, 'norm_correct_prob': 0.31659201589734076, 'norm_correct_prob_per_token': 0.24449012176717966, 'norm_correct_prob_per_char': 0.2420028774469178, 'primary_metric': 0.3224489795918367}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.7102040816326531, 'predicted_index_per_token': 1.273469387755102, 'predicted_index_per_char': 1.2979591836734694, 'predicted_index_per_byte': 1.2979591836734694, 'predicted_index_uncond': 1.3918367346938776, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.24489795918367346, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.2530612244897959, 'no_answer': 0.0, 'sum_logits_corr': -102.66203185879455, 'logits_per_token_corr': -3.6659225383353937, 'logits_per_char_corr': -0.7052848436921808, 'bits_per_byte_corr': 1.017510946409588, 'correct_prob': 3.927622494044564e-06, 'correct_prob_per_token': 0.03488151028573085, 'correct_prob_per_char': 0.5070147173319006, 'margin': -1.1285879263163954e-05, 'margin_per_token': -0.018629552503133483, 'margin_per_char': -0.07100442174647098, 'total_prob': 2.48783696518972e-05, 'total_prob_per_token': 0.14490842426934086, 'total_prob_per_char': 2.104168473309994, 'uncond_correct_prob': 2.2213897526082502e-07, 'uncond_correct_prob_per_token': 0.021058756919503173, 'uncond_correct_prob_per_char': 0.46634993638997607, 'uncond_total_prob': 4.7211004746795756e-07, 'norm_correct_prob': 0.31561391457086385, 'norm_correct_prob_per_token': 0.2389099120918641, 'norm_correct_prob_per_char': 0.2406245014827657, 'primary_metric': 0.3224489795918367}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.3142857142857143, 'predicted_index_per_char': 1.383673469387755, 'predicted_index_per_byte': 1.383673469387755, 'predicted_index_uncond': 1.3428571428571427, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.27755102040816326, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.2163265306122449, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -102.98827984284381, 'logits_per_token_corr': -3.6327754657286233, 'logits_per_char_corr': -0.696696306021466, 'bits_per_byte_corr': 1.0051203057035512, 'correct_prob': 3.74088180253632e-06, 'correct_prob_per_token': 0.03452783499628722, 'correct_prob_per_char': 0.509232652697642, 'margin': -2.6712780639182475e-05, 'margin_per_token': -0.01656780229246711, 'margin_per_char': -0.06585995279870802, 'total_prob': 4.044943919754329e-05, 'total_prob_per_token': 0.1419072443964523, 'total_prob_per_char': 2.1044608568059147, 'uncond_correct_prob': 2.1146737163515527e-07, 'uncond_correct_prob_per_token': 0.01931542848962583, 'uncond_correct_prob_per_char': 0.45676202857571657, 'uncond_total_prob': 4.859972977384085e-07, 'norm_correct_prob': 0.311038889347667, 'norm_correct_prob_per_token': 0.24453352147845284, 'norm_correct_prob_per_char': 0.24187385260136635, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.7183673469387755, 'predicted_index_per_token': 1.3265306122448979, 'predicted_index_per_char': 1.3346938775510204, 'predicted_index_per_byte': 1.816326530612245, 'predicted_index_uncond': 1.4285714285714286, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.2653061224489796, 'acc_per_char': 0.24081632653061225, 'acc_per_byte': 0.33877551020408164, 'acc_uncond': 0.2530612244897959, 'no_answer': 0.0, 'sum_logits_corr': -103.1205709340621, 'logits_per_token_corr': -3.718323781937268, 'logits_per_char_corr': -0.7149577535628913, 'logits_per_byte_corr': 1.031466005511038, 'correct_prob': 1.8228493373423987e-06, 'correct_prob_per_token': 0.0336927022519349, 'correct_prob_per_char': 0.5028866886726305, 'margin': -5.432543595364412e-06, 'margin_per_token': -0.01748407243206066, 'margin_per_char': -0.07067390728300528, 'total_prob': 1.081805760550326e-05, 'total_prob_per_token': 0.14021088618843067, 'total_prob_per_char': 2.089480666348564, 'uncond_correct_prob': 2.1131665613742827e-07, 'uncond_correct_prob_per_token': 0.02022404859807871, 'uncond_correct_prob_per_char': 0.4618643180569674, 'uncond_total_prob': 4.5998443988010125e-07, 'norm_correct_prob': 0.30779221004556606, 'norm_correct_prob_per_token': 0.2405635600794749, 'norm_correct_prob_per_char': 0.24054950074478762, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.7469387755102042, 'predicted_index_per_token': 1.2530612244897958, 'predicted_index_per_char': 1.2857142857142858, 'predicted_index_per_byte': 1.2857142857142858, 'predicted_index_uncond': 1.363265306122449, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.24489795918367346, 'no_answer': 0.0, 'sum_logits_corr': -102.20851367639035, 'logits_per_token_corr': -3.627108287808867, 'logits_per_char_corr': -0.6961104096925476, 'bits_per_byte_corr': 1.0042750359753445, 'correct_prob': 6.099250261782072e-06, 'correct_prob_per_token': 0.03547052944463783, 'correct_prob_per_char': 0.5102923660737982, 'margin': -6.378754524118334e-06, 'margin_per_token': -0.018088519681438125, 'margin_per_char': -0.06889558232517204, 'total_prob': 2.4663510082956926e-05, 'total_prob_per_token': 0.14638386772938744, 'total_prob_per_char': 2.1124020906206464, 'uncond_correct_prob': 2.5672474204758206e-07, 'uncond_correct_prob_per_token': 0.021163132441090363, 'uncond_correct_prob_per_char': 0.46626718098778297, 'uncond_total_prob': 4.212320097565797e-07, 'norm_correct_prob': 0.3110673222958931, 'norm_correct_prob_per_token': 0.24005132390639733, 'norm_correct_prob_per_char': 0.24130922678166353, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.7224489795918367, 'predicted_index_per_token': 1.310204081632653, 'predicted_index_per_char': 1.3346938775510204, 'predicted_index_per_byte': 1.3346938775510204, 'predicted_index_uncond': 1.3714285714285714, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3020408163265306, 'acc_per_token': 0.2816326530612245, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.24897959183673468, 'no_answer': 0.0, 'sum_logits_corr': -102.53433204573028, 'logits_per_token_corr': -3.61535297388079, 'logits_per_char_corr': -0.6931891556972537, 'bits_per_byte_corr': 1.000060557323154, 'correct_prob': 3.486339219550458e-06, 'correct_prob_per_token': 0.035459676104178224, 'correct_prob_per_char': 0.5112861644598126, 'margin': -2.312784100733752e-05, 'margin_per_token': -0.016188892533423087, 'margin_per_char': -0.06556826468658798, 'total_prob': 3.483423259094855e-05, 'total_prob_per_token': 0.14435599869558213, 'total_prob_per_char': 2.1120409286249755, 'uncond_correct_prob': 2.106385961777905e-07, 'uncond_correct_prob_per_token': 0.019078624255180948, 'uncond_correct_prob_per_char': 0.45538974404495725, 'uncond_total_prob': 5.82077958531055e-07, 'norm_correct_prob': 0.31462948254774503, 'norm_correct_prob_per_token': 0.24592129660903353, 'norm_correct_prob_per_char': 0.24189364537238026, 'primary_metric': 0.3020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.7673469387755103, 'predicted_index_per_token': 1.3428571428571427, 'predicted_index_per_char': 1.379591836734694, 'predicted_index_per_byte': 1.853061224489796, 'predicted_index_uncond': 1.4244897959183673, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2571428571428571, 'acc_per_char': 0.22857142857142856, 'acc_per_byte': 0.3510204081632653, 'acc_uncond': 0.24489795918367346, 'no_answer': 0.0, 'sum_logits_corr': -102.18227673550041, 'logits_per_token_corr': -3.6699137258917283, 'logits_per_char_corr': -0.7050912547262106, 'logits_per_byte_corr': 1.0172316565684116, 'correct_prob': 4.7490671306098205e-06, 'correct_prob_per_token': 0.03479842451992092, 'correct_prob_per_char': 0.506878720651715, 'margin': -7.934926003429877e-06, 'margin_per_token': -0.018243960759592122, 'margin_per_char': -0.07155522055096418, 'total_prob': 2.111568657848488e-05, 'total_prob_per_token': 0.14508141250742676, 'total_prob_per_char': 2.1068676208688997, 'uncond_correct_prob': 2.2914854097792146e-07, 'uncond_correct_prob_per_token': 0.020412370906184054, 'uncond_correct_prob_per_char': 0.4628964744821971, 'uncond_total_prob': 5.097809371036369e-07, 'norm_correct_prob': 0.308961590279657, 'norm_correct_prob_per_token': 0.23856425601707398, 'norm_correct_prob_per_char': 0.240361716555086, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.7306122448979593, 'predicted_index_per_token': 1.2897959183673469, 'predicted_index_per_char': 1.3183673469387756, 'predicted_index_per_byte': 1.3183673469387756, 'predicted_index_uncond': 1.3673469387755102, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -101.95763049028358, 'logits_per_token_corr': -3.6666184975399947, 'logits_per_char_corr': -0.7062922313768699, 'bits_per_byte_corr': 1.018964299626543, 'correct_prob': 4.258260941092236e-06, 'correct_prob_per_token': 0.0354861261276447, 'correct_prob_per_char': 0.5074044053434174, 'margin': -7.199172242477224e-06, 'margin_per_token': -0.019150724165432998, 'margin_per_char': -0.07324424730411795, 'total_prob': 1.9724976627022017e-05, 'total_prob_per_token': 0.14804223561479854, 'total_prob_per_char': 2.1103080463838775, 'uncond_correct_prob': 2.00026434337296e-07, 'uncond_correct_prob_per_token': 0.021342360222412895, 'uncond_correct_prob_per_char': 0.4670868201292433, 'uncond_total_prob': 3.5814674003281495e-07, 'norm_correct_prob': 0.3113209688741809, 'norm_correct_prob_per_token': 0.23721864750536772, 'norm_correct_prob_per_char': 0.24006365791580583, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.310204081632653, 'predicted_index_per_char': 1.3510204081632653, 'predicted_index_per_byte': 1.3510204081632653, 'predicted_index_uncond': 1.4448979591836735, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.2897959183673469, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.24489795918367346, 'no_answer': 0.0, 'sum_logits_corr': -102.02348096808609, 'logits_per_token_corr': -3.5974291937339906, 'logits_per_char_corr': -0.6897704597084828, 'bits_per_byte_corr': 0.9951284215738436, 'correct_prob': 3.193253628448517e-06, 'correct_prob_per_token': 0.03581776203617014, 'correct_prob_per_char': 0.5128420143827997, 'margin': -1.6189994625555698e-05, 'margin_per_token': -0.01718876512544077, 'margin_per_char': -0.06576035723063628, 'total_prob': 2.6974504567680263e-05, 'total_prob_per_token': 0.14688550941171777, 'total_prob_per_char': 2.118154377307455, 'uncond_correct_prob': 1.945259755389337e-07, 'uncond_correct_prob_per_token': 0.019335994400020814, 'uncond_correct_prob_per_char': 0.45548836111967744, 'uncond_total_prob': 4.0637461344893277e-07, 'norm_correct_prob': 0.3158771474052895, 'norm_correct_prob_per_token': 0.24632166767753766, 'norm_correct_prob_per_char': 0.24204143739536868, 'primary_metric': 0.3224489795918367}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.7469387755102042, 'predicted_index_per_token': 1.363265306122449, 'predicted_index_per_char': 1.3387755102040817, 'predicted_index_per_byte': 1.8693877551020408, 'predicted_index_uncond': 1.3959183673469389, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.24081632653061225, 'acc_per_char': 0.23265306122448978, 'acc_per_byte': 0.35918367346938773, 'acc_uncond': 0.23265306122448978, 'no_answer': 0.0, 'sum_logits_corr': -101.56667218694882, 'logits_per_token_corr': -3.6176888172530757, 'logits_per_char_corr': -0.6939678481112183, 'logits_per_byte_corr': 1.0011839730071592, 'correct_prob': 3.806004137582058e-06, 'correct_prob_per_token': 0.03557868796447541, 'correct_prob_per_char': 0.5110387682490558, 'margin': -3.3072353714970317e-06, 'margin_per_token': -0.018288021092398455, 'margin_per_char': -0.06817710287978032, 'total_prob': 1.575156676804086e-05, 'total_prob_per_token': 0.14726915066446583, 'total_prob_per_char': 2.1156059817317443, 'uncond_correct_prob': 2.455772751225808e-07, 'uncond_correct_prob_per_token': 0.02090516593448201, 'uncond_correct_prob_per_char': 0.464826929656732, 'uncond_total_prob': 4.742903795703143e-07, 'norm_correct_prob': 0.31420469587250055, 'norm_correct_prob_per_token': 0.24157293152289508, 'norm_correct_prob_per_char': 0.24155028332030676, 'primary_metric': 0.3224489795918367}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.7510204081632652, 'predicted_index_per_token': 1.3387755102040817, 'predicted_index_per_char': 1.3183673469387756, 'predicted_index_per_byte': 1.3183673469387756, 'predicted_index_uncond': 1.3510204081632653, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.21224489795918366, 'acc_uncond': 0.23673469387755103, 'no_answer': 0.0, 'sum_logits_corr': -101.32856178867574, 'logits_per_token_corr': -3.643678153233725, 'logits_per_char_corr': -0.7012415931682241, 'bits_per_byte_corr': 1.0116777689295995, 'correct_prob': 7.016976857654245e-06, 'correct_prob_per_token': 0.03630913542475675, 'correct_prob_per_char': 0.5095746169419033, 'margin': -7.954495815524104e-06, 'margin_per_token': -0.019482718128149133, 'margin_per_char': -0.073356020814467, 'total_prob': 2.9084551681798736e-05, 'total_prob_per_token': 0.15113137800911253, 'total_prob_per_char': 2.11994189973792, 'uncond_correct_prob': 1.7138189318376647e-07, 'uncond_correct_prob_per_token': 0.020947960122332816, 'uncond_correct_prob_per_char': 0.46379165345373863, 'uncond_total_prob': 3.109570236195709e-07, 'norm_correct_prob': 0.3096220546055782, 'norm_correct_prob_per_token': 0.23712168052888383, 'norm_correct_prob_per_char': 0.2399812118970393, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.7306122448979593, 'predicted_index_per_token': 1.2816326530612245, 'predicted_index_per_char': 1.3142857142857143, 'predicted_index_per_byte': 1.3142857142857143, 'predicted_index_uncond': 1.3551020408163266, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.27755102040816326, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -101.72594817609203, 'logits_per_token_corr': -3.6208741915167435, 'logits_per_char_corr': -0.6952122711499387, 'bits_per_byte_corr': 1.0029792959538906, 'correct_prob': 3.2150942179763525e-06, 'correct_prob_per_token': 0.0362146983324782, 'correct_prob_per_char': 0.511281092018992, 'margin': -2.330583374494115e-05, 'margin_per_token': -0.017388682478275214, 'margin_per_char': -0.06905767343140366, 'total_prob': 3.504409431792231e-05, 'total_prob_per_token': 0.14889169472309716, 'total_prob_per_char': 2.120203567260322, 'uncond_correct_prob': 1.938329506945337e-07, 'uncond_correct_prob_per_token': 0.019951266148125462, 'uncond_correct_prob_per_char': 0.4580632795220284, 'uncond_total_prob': 4.851370345991357e-07, 'norm_correct_prob': 0.3148932195885155, 'norm_correct_prob_per_token': 0.2425112483519859, 'norm_correct_prob_per_char': 0.24089632310460857, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.7591836734693878, 'predicted_index_per_token': 1.3510204081632653, 'predicted_index_per_char': 1.3428571428571427, 'predicted_index_per_byte': 1.8775510204081634, 'predicted_index_uncond': 1.420408163265306, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.2816326530612245, 'acc_per_char': 0.2530612244897959, 'acc_per_byte': 0.3673469387755102, 'acc_uncond': 0.22857142857142856, 'no_answer': 0.0, 'sum_logits_corr': -101.26317991918447, 'logits_per_token_corr': -3.61653354110263, 'logits_per_char_corr': -0.6943059908468037, 'logits_per_byte_corr': 1.0016718098549013, 'correct_prob': 8.744675022058747e-06, 'correct_prob_per_token': 0.03606309822616001, 'correct_prob_per_char': 0.5113382539866036, 'margin': -7.66982532068864e-06, 'margin_per_token': -0.018311066087494568, 'margin_per_char': -0.06983956346978774, 'total_prob': 3.6046476652650035e-05, 'total_prob_per_token': 0.14933516684547354, 'total_prob_per_char': 2.1213873825793303, 'uncond_correct_prob': 3.4548967068805775e-07, 'uncond_correct_prob_per_token': 0.021547629747812897, 'uncond_correct_prob_per_char': 0.4673643177515884, 'uncond_total_prob': 6.749978971445491e-07, 'norm_correct_prob': 0.3084328424673704, 'norm_correct_prob_per_token': 0.2410078181414426, 'norm_correct_prob_per_char': 0.2409172263284386, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.7469387755102042, 'predicted_index_per_token': 1.3224489795918368, 'predicted_index_per_char': 1.3306122448979592, 'predicted_index_per_byte': 1.3306122448979592, 'predicted_index_uncond': 1.4, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2530612244897959, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -101.11728436800898, 'logits_per_token_corr': -3.6351208637700534, 'logits_per_char_corr': -0.6999528391120928, 'bits_per_byte_corr': 1.0098184898438924, 'correct_prob': 6.776776618167873e-06, 'correct_prob_per_token': 0.03652841550979024, 'correct_prob_per_char': 0.5102667707914923, 'margin': -9.580954151127326e-06, 'margin_per_token': -0.019679843952753562, 'margin_per_char': -0.07357040519384372, 'total_prob': 3.054082640340887e-05, 'total_prob_per_token': 0.15219015093910773, 'total_prob_per_char': 2.123430322033585, 'uncond_correct_prob': 1.6886280399431823e-07, 'uncond_correct_prob_per_token': 0.021111792549088723, 'uncond_correct_prob_per_char': 0.46480328014537614, 'uncond_total_prob': 3.2266406621547405e-07, 'norm_correct_prob': 0.3070658995683953, 'norm_correct_prob_per_token': 0.2365477933613346, 'norm_correct_prob_per_char': 0.2398853894997302, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.7387755102040816, 'predicted_index_per_token': 1.3224489795918368, 'predicted_index_per_char': 1.3510204081632653, 'predicted_index_per_byte': 1.3510204081632653, 'predicted_index_uncond': 1.3673469387755102, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.27755102040816326, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.24489795918367346, 'no_answer': 0.0, 'sum_logits_corr': -101.59058335362649, 'logits_per_token_corr': -3.605030487594363, 'logits_per_char_corr': -0.6918031471924768, 'bits_per_byte_corr': 0.9980609697266809, 'correct_prob': 3.2919631282953194e-06, 'correct_prob_per_token': 0.036401069069768664, 'correct_prob_per_char': 0.512602543577817, 'margin': -2.1627418376832156e-05, 'margin_per_token': -0.01705543230213417, 'margin_per_char': -0.06749612311569855, 'total_prob': 3.369497419339216e-05, 'total_prob_per_token': 0.14903362956172816, 'total_prob_per_char': 2.1219622081457303, 'uncond_correct_prob': 2.3259865411297277e-07, 'uncond_correct_prob_per_token': 0.020250436700117763, 'uncond_correct_prob_per_char': 0.4595989275481037, 'uncond_total_prob': 5.381925776139296e-07, 'norm_correct_prob': 0.317364849128249, 'norm_correct_prob_per_token': 0.24404358607770302, 'norm_correct_prob_per_char': 0.241354557841277, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.7346938775510203, 'predicted_index_per_token': 1.3142857142857143, 'predicted_index_per_char': 1.3306122448979592, 'predicted_index_per_byte': 1.873469387755102, 'predicted_index_uncond': 1.4, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.2612244897959184, 'acc_per_char': 0.24489795918367346, 'acc_per_byte': 0.35918367346938773, 'acc_uncond': 0.22448979591836735, 'no_answer': 0.0, 'sum_logits_corr': -101.21650145394462, 'logits_per_token_corr': -3.636833521811985, 'logits_per_char_corr': -0.6992183004717868, 'logits_per_byte_corr': 1.0087587745901805, 'correct_prob': 6.3203077627284884e-06, 'correct_prob_per_token': 0.036029454955324246, 'correct_prob_per_char': 0.5098834495279615, 'margin': -7.277597510307593e-06, 'margin_per_token': -0.018884978245149116, 'margin_per_char': -0.07240774049197084, 'total_prob': 3.0164190975064025e-05, 'total_prob_per_token': 0.15008098077781312, 'total_prob_per_char': 2.1210076884874054, 'uncond_correct_prob': 3.352452527464963e-07, 'uncond_correct_prob_per_token': 0.0214192242950896, 'uncond_correct_prob_per_char': 0.46631858149747707, 'uncond_total_prob': 6.33746768417198e-07, 'norm_correct_prob': 0.30516617230679594, 'norm_correct_prob_per_token': 0.23865528538197103, 'norm_correct_prob_per_char': 0.2401274432174137, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.3224489795918368, 'predicted_index_per_char': 1.310204081632653, 'predicted_index_per_byte': 1.310204081632653, 'predicted_index_uncond': 1.3551020408163266, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.2571428571428571, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -101.17201778061536, 'logits_per_token_corr': -3.6454483042977825, 'logits_per_char_corr': -0.7022683609409682, 'bits_per_byte_corr': 1.0131590817034835, 'correct_prob': 6.398448378616199e-06, 'correct_prob_per_token': 0.03640159682028768, 'correct_prob_per_char': 0.5094624497113304, 'margin': -1.029301311173518e-05, 'margin_per_token': -0.019659113264819894, 'margin_per_char': -0.07421675822613945, 'total_prob': 2.9493800139205283e-05, 'total_prob_per_token': 0.1518531046241086, 'total_prob_per_char': 2.121971691591409, 'uncond_correct_prob': 1.7907330846859026e-07, 'uncond_correct_prob_per_token': 0.02120221257955827, 'uncond_correct_prob_per_char': 0.4653308456709395, 'uncond_total_prob': 3.411751776573463e-07, 'norm_correct_prob': 0.3062769340569291, 'norm_correct_prob_per_token': 0.23610241093822196, 'norm_correct_prob_per_char': 0.2396441045795245, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.7346938775510203, 'predicted_index_per_token': 1.3061224489795917, 'predicted_index_per_char': 1.3265306122448979, 'predicted_index_per_byte': 1.3265306122448979, 'predicted_index_uncond': 1.379591836734694, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.27755102040816326, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -101.53805187770298, 'logits_per_token_corr': -3.605097204548563, 'logits_per_char_corr': -0.6919622449985766, 'bits_per_byte_corr': 0.9982904993425575, 'correct_prob': 3.724818406663737e-06, 'correct_prob_per_token': 0.036452235564832784, 'correct_prob_per_char': 0.5125899828102725, 'margin': -2.5740487742779905e-05, 'margin_per_token': -0.017331872397112896, 'margin_per_char': -0.06821161881280224, 'total_prob': 3.932579080265387e-05, 'total_prob_per_token': 0.14968370931431552, 'total_prob_per_char': 2.123901100730959, 'uncond_correct_prob': 2.630283674640186e-07, 'uncond_correct_prob_per_token': 0.020283718821698934, 'uncond_correct_prob_per_char': 0.45960624015874335, 'uncond_total_prob': 5.567425746745978e-07, 'norm_correct_prob': 0.3143126435134071, 'norm_correct_prob_per_token': 0.24344035324783414, 'norm_correct_prob_per_char': 0.24110201748566007, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.7346938775510203, 'predicted_index_per_token': 1.3183673469387756, 'predicted_index_per_char': 1.3387755102040817, 'predicted_index_per_byte': 1.8857142857142857, 'predicted_index_uncond': 1.4326530612244899, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2612244897959184, 'acc_per_char': 0.23673469387755103, 'acc_per_byte': 0.3673469387755102, 'acc_uncond': 0.22040816326530613, 'no_answer': 0.0, 'sum_logits_corr': -100.95971806389944, 'logits_per_token_corr': -3.6033130131854647, 'logits_per_char_corr': -0.6914983233296451, 'logits_per_byte_corr': 0.9976212018514288, 'correct_prob': 6.9348316726906366e-06, 'correct_prob_per_token': 0.03647162334039866, 'correct_prob_per_char': 0.5126258800599762, 'margin': -8.942343924635583e-06, 'margin_per_token': -0.018481262790483892, 'margin_per_char': -0.06970738461293077, 'total_prob': 3.1865659057356894e-05, 'total_prob_per_token': 0.15081505487290908, 'total_prob_per_char': 2.124948080668582, 'uncond_correct_prob': 3.119290687323775e-07, 'uncond_correct_prob_per_token': 0.0214865461939546, 'uncond_correct_prob_per_char': 0.4669001176952936, 'uncond_total_prob': 5.822075978179475e-07, 'norm_correct_prob': 0.3110065557395582, 'norm_correct_prob_per_token': 0.2412651015342842, 'norm_correct_prob_per_char': 0.24113112567387082, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5771144278606966, 'predicted_index_per_token': 1.3830845771144278, 'predicted_index_per_char': 1.4328358208955223, 'predicted_index_per_byte': 1.4328358208955223, 'predicted_index_uncond': 1.4875621890547264, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2885572139303483, 'acc_per_token': 0.19900497512437812, 'acc_per_char': 0.2736318407960199, 'acc_per_byte': 0.2736318407960199, 'acc_uncond': 0.21393034825870647, 'no_answer': 0.0, 'sum_logits_corr': -106.07928604866142, 'logits_per_token_corr': -10.952631357220724, 'logits_per_char_corr': -1.9216741952875187, 'bits_per_byte_corr': 2.7723898317475846, 'correct_prob': 2.677994877922413e-07, 'correct_prob_per_token': 1.7844256879811168e-05, 'correct_prob_per_char': 0.16261657029481552, 'margin': -6.34905841474842e-07, 'margin_per_token': -2.5091857569299906e-06, 'margin_per_char': -0.04523961219121036, 'total_prob': 1.7559055899199428e-06, 'total_prob_per_token': 7.088843380414863e-05, 'total_prob_per_char': 0.6650543115195965, 'uncond_correct_prob': 1.4012292034916307e-07, 'uncond_correct_prob_per_token': 1.8194210508021857e-05, 'uncond_correct_prob_per_char': 0.16296567632803244, 'uncond_total_prob': 1.6303129678398745e-06, 'norm_correct_prob': 0.2787292846991763, 'norm_correct_prob_per_token': 0.2509119562950391, 'norm_correct_prob_per_char': 0.24502972673864346, 'primary_metric': 0.2885572139303483}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5671641791044777, 'predicted_index_per_token': 1.5323383084577114, 'predicted_index_per_char': 1.407960199004975, 'predicted_index_per_byte': 1.407960199004975, 'predicted_index_uncond': 1.6119402985074627, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2736318407960199, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.27860696517412936, 'acc_per_byte': 0.27860696517412936, 'acc_uncond': 0.23383084577114427, 'no_answer': 0.0, 'sum_logits_corr': -106.21412225979478, 'logits_per_token_corr': -10.958733325536656, 'logits_per_char_corr': -1.9198267975025842, 'bits_per_byte_corr': 2.769724600124708, 'correct_prob': 1.5125607701631417e-07, 'correct_prob_per_token': 1.7660254200514666e-05, 'correct_prob_per_char': 0.16205865060866925, 'margin': -6.358728548295346e-07, 'margin_per_token': -2.1847213704028186e-06, 'margin_per_char': -0.04555079561084917, 'total_prob': 1.4577532521316197e-06, 'total_prob_per_token': 7.033613524828454e-05, 'total_prob_per_char': 0.6641586440485238, 'uncond_correct_prob': 2.5545319001341484e-07, 'uncond_correct_prob_per_token': 1.815188078537112e-05, 'uncond_correct_prob_per_char': 0.16299812270345948, 'uncond_total_prob': 1.5809423330171538e-06, 'norm_correct_prob': 0.2772510714415348, 'norm_correct_prob_per_token': 0.25078585564018185, 'norm_correct_prob_per_char': 0.24504484380140137, 'primary_metric': 0.2736318407960199}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.592039800995025, 'predicted_index_per_token': 1.4228855721393034, 'predicted_index_per_char': 1.4975124378109452, 'predicted_index_per_byte': 1.572139303482587, 'predicted_index_uncond': 1.4577114427860696, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.29850746268656714, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.27860696517412936, 'acc_per_byte': 0.3034825870646766, 'acc_uncond': 0.20398009950248755, 'no_answer': 0.0, 'sum_logits_corr': -105.51814873064335, 'logits_per_token_corr': -10.930211920174273, 'logits_per_char_corr': -1.9188912273354304, 'logits_per_byte_corr': 2.7683748576841505, 'correct_prob': 2.2080994237286722e-07, 'correct_prob_per_token': 1.839261721890642e-05, 'correct_prob_per_char': 0.16337511893133164, 'margin': -6.030674935464812e-07, 'margin_per_token': -2.8991535620428726e-06, 'margin_per_char': -0.04576895099161983, 'total_prob': 1.7521248673003073e-06, 'total_prob_per_token': 7.45887360547117e-05, 'total_prob_per_char': 0.670083736463272, 'uncond_correct_prob': 2.2010173942941294e-07, 'uncond_correct_prob_per_token': 1.837915808660127e-05, 'uncond_correct_prob_per_char': 0.1632081787583172, 'uncond_total_prob': 1.8805144102511698e-06, 'norm_correct_prob': 0.28449722984098424, 'norm_correct_prob_per_token': 0.2459741960991656, 'norm_correct_prob_per_char': 0.24424180138243437, 'primary_metric': 0.29850746268656714}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5970149253731343, 'predicted_index_per_token': 1.7462686567164178, 'predicted_index_per_char': 1.592039800995025, 'predicted_index_per_byte': 1.592039800995025, 'predicted_index_uncond': 1.4676616915422886, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.20398009950248755, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.22885572139303484, 'acc_per_byte': 0.22885572139303484, 'acc_uncond': 0.22388059701492538, 'no_answer': 0.0, 'sum_logits_corr': -45.896844598191294, 'logits_per_token_corr': -5.109403657508099, 'logits_per_char_corr': -0.8604648304228905, 'bits_per_byte_corr': 1.2413883437113584, 'correct_prob': 1.6947825638841514e-06, 'correct_prob_per_token': 0.01391089581708441, 'correct_prob_per_char': 0.43569773929650363, 'margin': -6.552376908170974e-06, 'margin_per_token': -0.005557765628463579, 'margin_per_char': -0.05494650781498684, 'total_prob': 1.1659875976450498e-05, 'total_prob_per_token': 0.049664612434120965, 'total_prob_per_char': 1.7497548418250393, 'uncond_correct_prob': 2.614935419849411e-07, 'uncond_correct_prob_per_token': 0.007962315902066877, 'uncond_correct_prob_per_char': 0.3904936353123634, 'uncond_total_prob': 9.426196835923991e-07, 'norm_correct_prob': 0.21481337129518308, 'norm_correct_prob_per_token': 0.2603375000043006, 'norm_correct_prob_per_char': 0.2488804516930653, 'primary_metric': 0.20398009950248755}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.537313432835821, 'predicted_index_per_token': 1.626865671641791, 'predicted_index_per_char': 1.5422885572139304, 'predicted_index_per_byte': 1.5422885572139304, 'predicted_index_uncond': 1.5124378109452736, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.23383084577114427, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.24378109452736318, 'acc_per_byte': 0.24378109452736318, 'acc_uncond': 0.25870646766169153, 'no_answer': 0.0, 'sum_logits_corr': -45.15768591562907, 'logits_per_token_corr': -5.0143825642103526, 'logits_per_char_corr': -0.8432101572674842, 'bits_per_byte_corr': 1.2164951123178764, 'correct_prob': 3.956000717919669e-06, 'correct_prob_per_token': 0.015771719583762635, 'correct_prob_per_char': 0.44318159936418283, 'margin': -2.5922509647332956e-06, 'margin_per_token': -0.00392672893295532, 'margin_per_char': -0.05208451880131244, 'total_prob': 1.3122471591028656e-05, 'total_prob_per_token': 0.052354892293109044, 'total_prob_per_char': 1.765086105239827, 'uncond_correct_prob': 1.6248573703079549e-07, 'uncond_correct_prob_per_token': 0.006662815303722488, 'uncond_correct_prob_per_char': 0.3876733135876677, 'uncond_total_prob': 1.4130996622615129e-06, 'norm_correct_prob': 0.21967509932770987, 'norm_correct_prob_per_token': 0.26935818579366394, 'norm_correct_prob_per_char': 0.2508528974771844, 'primary_metric': 0.23383084577114427}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5522388059701493, 'predicted_index_per_token': 1.7164179104477613, 'predicted_index_per_char': 1.5970149253731343, 'predicted_index_per_byte': 1.4825870646766168, 'predicted_index_uncond': 1.472636815920398, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.21890547263681592, 'acc_per_token': 0.27860696517412936, 'acc_per_char': 0.25870646766169153, 'acc_per_byte': 0.2537313432835821, 'acc_uncond': 0.23383084577114427, 'no_answer': 0.0, 'sum_logits_corr': -45.1718730072477, 'logits_per_token_corr': -4.987340716825941, 'logits_per_char_corr': -0.8371854698200207, 'logits_per_byte_corr': 1.2078033256145086, 'correct_prob': 1.6212985521954226e-05, 'correct_prob_per_token': 0.019222621254875772, 'correct_prob_per_char': 0.4476212849145109, 'margin': 3.3691290317510404e-06, 'margin_per_token': -0.0019358801115392837, 'margin_per_char': -0.047000188609907526, 'total_prob': 3.0784752212138804e-05, 'total_prob_per_token': 0.05719668425258209, 'total_prob_per_char': 1.7664792759075507, 'uncond_correct_prob': 1.2910945911505428e-07, 'uncond_correct_prob_per_token': 0.006232409964585591, 'uncond_correct_prob_per_char': 0.3813432616726891, 'uncond_total_prob': 4.1345664869349913e-07, 'norm_correct_prob': 0.22615479450166034, 'norm_correct_prob_per_token': 0.2730404703164481, 'norm_correct_prob_per_char': 0.252871219810848, 'primary_metric': 0.21890547263681592}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5572139303482586, 'predicted_index_per_token': 1.6766169154228856, 'predicted_index_per_char': 1.5124378109452736, 'predicted_index_per_byte': 1.5124378109452736, 'predicted_index_uncond': 1.5024875621890548, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.22885572139303484, 'acc_per_token': 0.2537313432835821, 'acc_per_char': 0.23880597014925373, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.22885572139303484, 'no_answer': 0.0, 'sum_logits_corr': -42.70478151805365, 'logits_per_token_corr': -4.760469620208391, 'logits_per_char_corr': -0.8043879443311184, 'bits_per_byte_corr': 1.160486498238206, 'correct_prob': 3.892653948865126e-06, 'correct_prob_per_token': 0.017338437191992736, 'correct_prob_per_char': 0.45988889502624325, 'margin': -1.6404947573217795e-05, 'margin_per_token': -0.007631925519729997, 'margin_per_char': -0.053621682128183155, 'total_prob': 3.181524455135279e-05, 'total_prob_per_token': 0.0640245553248395, 'total_prob_per_char': 1.8403477371127175, 'uncond_correct_prob': 2.9170996671689956e-07, 'uncond_correct_prob_per_token': 0.009255281857711538, 'uncond_correct_prob_per_char': 0.40797223530430426, 'uncond_total_prob': 2.0436620143345667e-06, 'norm_correct_prob': 0.23763937106107832, 'norm_correct_prob_per_token': 0.26326282195126427, 'norm_correct_prob_per_char': 0.2498055121187736, 'primary_metric': 0.22885572139303484}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.6069651741293531, 'predicted_index_per_token': 1.6467661691542288, 'predicted_index_per_char': 1.472636815920398, 'predicted_index_per_byte': 1.472636815920398, 'predicted_index_uncond': 1.3781094527363185, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24875621890547264, 'acc_per_token': 0.2935323383084577, 'acc_per_char': 0.24875621890547264, 'acc_per_byte': 0.24875621890547264, 'acc_uncond': 0.22885572139303484, 'no_answer': 0.0, 'sum_logits_corr': -42.63206127033898, 'logits_per_token_corr': -4.803002089691704, 'logits_per_char_corr': -0.8090671733938126, 'bits_per_byte_corr': 1.1672371988021433, 'correct_prob': 3.1562122423836175e-06, 'correct_prob_per_token': 0.01703405117669619, 'correct_prob_per_char': 0.4579564335477671, 'margin': -1.644131789332014e-05, 'margin_per_token': -0.007722852362878875, 'margin_per_char': -0.05718706625025728, 'total_prob': 2.7129714648493104e-05, 'total_prob_per_token': 0.0636260959610105, 'total_prob_per_char': 1.8360837793146267, 'uncond_correct_prob': 1.5019081273350116e-07, 'uncond_correct_prob_per_token': 0.008441005975208131, 'uncond_correct_prob_per_char': 0.4016251323861418, 'uncond_total_prob': 1.255579019042692e-06, 'norm_correct_prob': 0.23613387963394958, 'norm_correct_prob_per_token': 0.2631400492713591, 'norm_correct_prob_per_char': 0.24956661804604424, 'primary_metric': 0.24875621890547264}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5223880597014925, 'predicted_index_per_token': 1.7164179104477613, 'predicted_index_per_char': 1.537313432835821, 'predicted_index_per_byte': 1.5522388059701493, 'predicted_index_uncond': 1.4676616915422886, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.21890547263681592, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.24875621890547264, 'acc_per_byte': 0.22388059701492538, 'acc_uncond': 0.2935323383084577, 'no_answer': 0.0, 'sum_logits_corr': -42.10911019168683, 'logits_per_token_corr': -4.674176622854583, 'logits_per_char_corr': -0.7862030438060494, 'logits_per_byte_corr': 1.134251232431611, 'correct_prob': 8.82533517643866e-06, 'correct_prob_per_token': 0.020921838758010302, 'correct_prob_per_char': 0.4684963122980767, 'margin': -2.6053773251885356e-05, 'margin_per_token': -0.0064829815351635095, 'margin_per_char': -0.05523525877424776, 'total_prob': 5.589222573458952e-05, 'total_prob_per_token': 0.07167202862150798, 'total_prob_per_char': 1.8694232688384274, 'uncond_correct_prob': 2.6787988441833363e-07, 'uncond_correct_prob_per_token': 0.00790933877406953, 'uncond_correct_prob_per_char': 0.4006150815673483, 'uncond_total_prob': 1.0153022619083741e-06, 'norm_correct_prob': 0.22364205032270343, 'norm_correct_prob_per_token': 0.2651451895418811, 'norm_correct_prob_per_char': 0.250520763615236, 'primary_metric': 0.21890547263681592}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.6169154228855722, 'predicted_index_per_token': 1.6417910447761195, 'predicted_index_per_char': 1.5771144278606966, 'predicted_index_per_byte': 1.5771144278606966, 'predicted_index_uncond': 1.4975124378109452, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.23383084577114427, 'acc_per_token': 0.2835820895522388, 'acc_per_char': 0.27860696517412936, 'acc_per_byte': 0.27860696517412936, 'acc_uncond': 0.31343283582089554, 'no_answer': 0.0, 'sum_logits_corr': -41.79311998566585, 'logits_per_token_corr': -4.665760587068321, 'logits_per_char_corr': -0.7869986112783718, 'bits_per_byte_corr': 1.135398993678624, 'correct_prob': 5.5690771736975484e-06, 'correct_prob_per_token': 0.02055937335873657, 'correct_prob_per_char': 0.468991707479143, 'margin': -8.470251315047442e-06, 'margin_per_token': -0.006821522269800803, 'margin_per_char': -0.0505916289507961, 'total_prob': 2.4060859156556798e-05, 'total_prob_per_token': 0.07136136527635577, 'total_prob_per_char': 1.8630746715650361, 'uncond_correct_prob': 2.0915648207356026e-07, 'uncond_correct_prob_per_token': 0.008524087053661646, 'uncond_correct_prob_per_char': 0.40335330299211747, 'uncond_total_prob': 6.176283750758171e-07, 'norm_correct_prob': 0.23392786995745785, 'norm_correct_prob_per_token': 0.27273680173175574, 'norm_correct_prob_per_char': 0.2515387722945008, 'primary_metric': 0.23383084577114427}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.507462686567164, 'predicted_index_per_token': 1.6218905472636815, 'predicted_index_per_char': 1.373134328358209, 'predicted_index_per_byte': 1.373134328358209, 'predicted_index_uncond': 1.4378109452736318, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.23880597014925373, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.21393034825870647, 'acc_per_byte': 0.21393034825870647, 'acc_uncond': 0.2935323383084577, 'no_answer': 0.0, 'sum_logits_corr': -41.71782242362179, 'logits_per_token_corr': -4.656471457151953, 'logits_per_char_corr': -0.7886726219359737, 'bits_per_byte_corr': 1.137814080552743, 'correct_prob': 8.309329919583697e-06, 'correct_prob_per_token': 0.01746135601807849, 'correct_prob_per_char': 0.4659616274853681, 'margin': -2.185077789728617e-05, 'margin_per_token': -0.009925694606550914, 'margin_per_char': -0.05845331357768423, 'total_prob': 4.454569634628831e-05, 'total_prob_per_token': 0.06867081611834909, 'total_prob_per_char': 1.8700257993232237, 'uncond_correct_prob': 1.5301873213907115e-07, 'uncond_correct_prob_per_token': 0.008738282309858136, 'uncond_correct_prob_per_char': 0.40502089897447274, 'uncond_total_prob': 8.646278553728804e-07, 'norm_correct_prob': 0.23667129632803416, 'norm_correct_prob_per_token': 0.2589291877957404, 'norm_correct_prob_per_char': 0.24943003559189783, 'primary_metric': 0.23880597014925373}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.5472636815920398, 'predicted_index_per_token': 1.756218905472637, 'predicted_index_per_char': 1.6218905472636815, 'predicted_index_per_byte': 1.4129353233830846, 'predicted_index_uncond': 1.4228855721393034, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.25870646766169153, 'acc_per_token': 0.27860696517412936, 'acc_per_char': 0.31343283582089554, 'acc_per_byte': 0.24378109452736318, 'acc_uncond': 0.31343283582089554, 'no_answer': 0.0, 'sum_logits_corr': -41.1818764126716, 'logits_per_token_corr': -4.559658375479185, 'logits_per_char_corr': -0.7681324972567469, 'logits_per_byte_corr': 1.10818094453876, 'correct_prob': 2.1372108578209064e-05, 'correct_prob_per_token': 0.024219188678085323, 'correct_prob_per_char': 0.47798809566189554, 'margin': -6.4530987931965585e-06, 'margin_per_token': -0.004299036922219986, 'margin_per_char': -0.047654741377965555, 'total_prob': 5.356252515691091e-05, 'total_prob_per_token': 0.07711516763329693, 'total_prob_per_char': 1.8905423923685338, 'uncond_correct_prob': 1.920238641856609e-07, 'uncond_correct_prob_per_token': 0.00846042772742775, 'uncond_correct_prob_per_char': 0.40038556124766955, 'uncond_total_prob': 5.647310998959613e-07, 'norm_correct_prob': 0.24239987032341756, 'norm_correct_prob_per_token': 0.27641194385754764, 'norm_correct_prob_per_char': 0.2525155263706027, 'primary_metric': 0.25870646766169153}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5572139303482586, 'predicted_index_per_token': 1.6417910447761195, 'predicted_index_per_char': 1.4825870646766168, 'predicted_index_per_byte': 1.4825870646766168, 'predicted_index_uncond': 1.4825870646766168, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2736318407960199, 'acc_per_token': 0.27860696517412936, 'acc_per_char': 0.2537313432835821, 'acc_per_byte': 0.2537313432835821, 'acc_uncond': 0.25870646766169153, 'no_answer': 0.0, 'sum_logits_corr': -40.32439826139763, 'logits_per_token_corr': -4.491890877168832, 'logits_per_char_corr': -0.7602903761556781, 'bits_per_byte_corr': 1.0968671553161893, 'correct_prob': 6.549103622919167e-06, 'correct_prob_per_token': 0.021864138840274605, 'correct_prob_per_char': 0.4802649900175495, 'margin': -3.326618159224501e-05, 'margin_per_token': -0.010041433327183139, 'margin_per_char': -0.055147118486969945, 'total_prob': 5.373380452515073e-05, 'total_prob_per_token': 0.08072523712265998, 'total_prob_per_char': 1.9133844108571474, 'uncond_correct_prob': 1.270937943051377e-07, 'uncond_correct_prob_per_token': 0.008408433296171833, 'uncond_correct_prob_per_char': 0.39814012811351457, 'uncond_total_prob': 5.577097172554409e-07, 'norm_correct_prob': 0.24987588271641242, 'norm_correct_prob_per_token': 0.2693122588741371, 'norm_correct_prob_per_char': 0.25116880941573594, 'primary_metric': 0.2736318407960199}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.527363184079602, 'predicted_index_per_token': 1.6069651741293531, 'predicted_index_per_char': 1.5422885572139304, 'predicted_index_per_byte': 1.5422885572139304, 'predicted_index_uncond': 1.2885572139303483, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.23383084577114427, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.21890547263681592, 'acc_per_byte': 0.21890547263681592, 'acc_uncond': 0.30845771144278605, 'no_answer': 0.0, 'sum_logits_corr': -40.97265854166515, 'logits_per_token_corr': -4.553564404177523, 'logits_per_char_corr': -0.7708585017071641, 'bits_per_byte_corr': 1.112113737640821, 'correct_prob': 8.053276114292506e-06, 'correct_prob_per_token': 0.019266560445377143, 'correct_prob_per_char': 0.4741605014925336, 'margin': -3.066468478299443e-05, 'margin_per_token': -0.00940439335967062, 'margin_per_char': -0.05556282406409346, 'total_prob': 5.396874033742758e-05, 'total_prob_per_token': 0.07351346368905319, 'total_prob_per_char': 1.895025627112004, 'uncond_correct_prob': 1.5731394589785282e-07, 'uncond_correct_prob_per_token': 0.008740103335557206, 'uncond_correct_prob_per_char': 0.40146157527651827, 'uncond_total_prob': 5.080470036819446e-07, 'norm_correct_prob': 0.2429157451594138, 'norm_correct_prob_per_token': 0.265529276524236, 'norm_correct_prob_per_char': 0.25059984749836656, 'primary_metric': 0.23383084577114427}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5771144278606966, 'predicted_index_per_token': 1.6417910447761195, 'predicted_index_per_char': 1.4975124378109452, 'predicted_index_per_byte': 1.4825870646766168, 'predicted_index_uncond': 1.4776119402985075, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.24378109452736318, 'acc_per_byte': 0.22885572139303484, 'acc_uncond': 0.2935323383084577, 'no_answer': 0.0, 'sum_logits_corr': -40.70428040964686, 'logits_per_token_corr': -4.48670017018447, 'logits_per_char_corr': -0.7581569805396833, 'logits_per_byte_corr': 1.093789316040737, 'correct_prob': 1.209226862132233e-05, 'correct_prob_per_token': 0.021838337855799094, 'correct_prob_per_char': 0.48045928431710205, 'margin': -9.454450402712237e-06, 'margin_per_token': -0.0099715864568067, 'margin_per_char': -0.05559906470360189, 'total_prob': 3.775121981179785e-05, 'total_prob_per_token': 0.08059986915710565, 'total_prob_per_char': 1.9146134294905406, 'uncond_correct_prob': 1.5943964931065505e-07, 'uncond_correct_prob_per_token': 0.008022362838699771, 'uncond_correct_prob_per_char': 0.3979087320277898, 'uncond_total_prob': 5.518873926971375e-07, 'norm_correct_prob': 0.24124688901984837, 'norm_correct_prob_per_token': 0.2682697636420074, 'norm_correct_prob_per_char': 0.25137244759911687, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.592039800995025, 'predicted_index_per_token': 1.6069651741293531, 'predicted_index_per_char': 1.4029850746268657, 'predicted_index_per_byte': 1.4029850746268657, 'predicted_index_uncond': 1.3880597014925373, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.22388059701492538, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.21393034825870647, 'acc_per_byte': 0.21393034825870647, 'acc_uncond': 0.2935323383084577, 'no_answer': 0.0, 'sum_logits_corr': -40.09340700225451, 'logits_per_token_corr': -4.470710664305023, 'logits_per_char_corr': -0.7619511041267133, 'bits_per_byte_corr': 1.099263079324269, 'correct_prob': 1.8145332306829958e-05, 'correct_prob_per_token': 0.020043737784952734, 'correct_prob_per_char': 0.4798671502157901, 'margin': -9.710739119950637e-05, 'margin_per_token': -0.013053408284298955, 'margin_per_char': -0.06475143871838487, 'total_prob': 0.00016471108533976832, 'total_prob_per_token': 0.08195225664105601, 'total_prob_per_char': 1.9324104134050724, 'uncond_correct_prob': 1.6310385010521413e-07, 'uncond_correct_prob_per_token': 0.007677920141523074, 'uncond_correct_prob_per_char': 0.39060930756675083, 'uncond_total_prob': 2.9241171628783274e-07, 'norm_correct_prob': 0.21997830809287522, 'norm_correct_prob_per_token': 0.2513267093167971, 'norm_correct_prob_per_char': 0.24798717687745667, 'primary_metric': 0.22388059701492538}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.572139303482587, 'predicted_index_per_token': 1.691542288557214, 'predicted_index_per_char': 1.472636815920398, 'predicted_index_per_byte': 1.472636815920398, 'predicted_index_uncond': 1.4477611940298507, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.21890547263681592, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.208955223880597, 'acc_per_byte': 0.208955223880597, 'acc_uncond': 0.3333333333333333, 'no_answer': 0.0, 'sum_logits_corr': -39.87806031953043, 'logits_per_token_corr': -4.456149036937455, 'logits_per_char_corr': -0.7568095345105998, 'bits_per_byte_corr': 1.0918453623367117, 'correct_prob': 3.0044123608571298e-05, 'correct_prob_per_token': 0.020672993702371377, 'correct_prob_per_char': 0.4814399251909663, 'margin': -2.2544311191022833e-05, 'margin_per_token': -0.011363464946490003, 'margin_per_char': -0.0594299222026507, 'total_prob': 0.0001131581534525455, 'total_prob_per_token': 0.08130479610548784, 'total_prob_per_char': 1.9308763474668684, 'uncond_correct_prob': 5.569840461891262e-08, 'uncond_correct_prob_per_token': 0.008031468013154512, 'uncond_correct_prob_per_char': 0.39630275413432825, 'uncond_total_prob': 5.83591869648116e-07, 'norm_correct_prob': 0.2250653547241762, 'norm_correct_prob_per_token': 0.2622270002428034, 'norm_correct_prob_per_char': 0.24955446110211768, 'primary_metric': 0.21890547263681592}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5223880597014925, 'predicted_index_per_token': 1.7263681592039801, 'predicted_index_per_char': 1.537313432835821, 'predicted_index_per_byte': 1.492537313432836, 'predicted_index_uncond': 1.4427860696517414, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2537313432835821, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.2537313432835821, 'acc_per_byte': 0.21393034825870647, 'acc_uncond': 0.26865671641791045, 'no_answer': 0.0, 'sum_logits_corr': -40.139133949184895, 'logits_per_token_corr': -4.413540473774094, 'logits_per_char_corr': -0.7464631938539715, 'logits_per_byte_corr': 1.0769187479800355, 'correct_prob': 1.85222708714036e-05, 'correct_prob_per_token': 0.024556874237793545, 'correct_prob_per_char': 0.48774696207298457, 'margin': -8.202291155434266e-06, 'margin_per_token': -0.008402660504871484, 'margin_per_char': -0.05281513475492484, 'total_prob': 5.3609118901343274e-05, 'total_prob_per_token': 0.0852089606830554, 'total_prob_per_char': 1.9353230054803, 'uncond_correct_prob': 1.840795233973197e-07, 'uncond_correct_prob_per_token': 0.009323551627766992, 'uncond_correct_prob_per_char': 0.40415017565128486, 'uncond_total_prob': 6.551318454196489e-07, 'norm_correct_prob': 0.24460019208031059, 'norm_correct_prob_per_token': 0.273253842561989, 'norm_correct_prob_per_char': 0.25173201983712706, 'primary_metric': 0.2537313432835821}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.5422885572139304, 'predicted_index_per_token': 1.6119402985074627, 'predicted_index_per_char': 1.4179104477611941, 'predicted_index_per_byte': 1.4179104477611941, 'predicted_index_uncond': 1.537313432835821, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.22388059701492538, 'acc_per_byte': 0.22388059701492538, 'acc_uncond': 0.24378109452736318, 'no_answer': 0.0, 'sum_logits_corr': -39.70313688771642, 'logits_per_token_corr': -4.433733128628425, 'logits_per_char_corr': -0.7512559020200849, 'bits_per_byte_corr': 1.08383316428372, 'correct_prob': 2.4097560357868054e-05, 'correct_prob_per_token': 0.021770919095217774, 'correct_prob_per_char': 0.4836658972784011, 'margin': -7.461315462239665e-05, 'margin_per_token': -0.011540551577111733, 'margin_per_char': -0.06034206583227723, 'total_prob': 0.0001630923693767225, 'total_prob_per_token': 0.0843761453618179, 'total_prob_per_char': 1.9353973534393132, 'uncond_correct_prob': 2.4406068811526587e-07, 'uncond_correct_prob_per_token': 0.009559828546610192, 'uncond_correct_prob_per_char': 0.4064900447476015, 'uncond_total_prob': 6.295481595263526e-07, 'norm_correct_prob': 0.24649687359948663, 'norm_correct_prob_per_token': 0.2648759449942089, 'norm_correct_prob_per_char': 0.2503831994637925, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.5522388059701493, 'predicted_index_per_token': 1.6467661691542288, 'predicted_index_per_char': 1.5223880597014925, 'predicted_index_per_byte': 1.5223880597014925, 'predicted_index_uncond': 1.3980099502487562, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.22388059701492538, 'acc_per_token': 0.2835820895522388, 'acc_per_char': 0.26865671641791045, 'acc_per_byte': 0.26865671641791045, 'acc_uncond': 0.25870646766169153, 'no_answer': 0.0, 'sum_logits_corr': -40.474607375130724, 'logits_per_token_corr': -4.503181362886965, 'logits_per_char_corr': -0.7620783699254156, 'bits_per_byte_corr': 1.0994466850609321, 'correct_prob': 2.2715699248478834e-05, 'correct_prob_per_token': 0.0222262294706786, 'correct_prob_per_char': 0.4803806827519519, 'margin': -7.905419541221496e-06, 'margin_per_token': -0.009273126207359114, 'margin_per_char': -0.053118340171661255, 'total_prob': 5.8594483685631364e-05, 'total_prob_per_token': 0.08110925814719251, 'total_prob_per_char': 1.9142750069502206, 'uncond_correct_prob': 1.3552805637759812e-07, 'uncond_correct_prob_per_token': 0.00859823799862681, 'uncond_correct_prob_per_char': 0.401943593733504, 'uncond_total_prob': 4.810580639033786e-07, 'norm_correct_prob': 0.24107404224419118, 'norm_correct_prob_per_token': 0.26815199461827477, 'norm_correct_prob_per_char': 0.25084857305866803, 'primary_metric': 0.22388059701492538}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.5472636815920398, 'predicted_index_per_token': 1.671641791044776, 'predicted_index_per_char': 1.527363184079602, 'predicted_index_per_byte': 1.5522388059701493, 'predicted_index_uncond': 1.4179104477611941, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2537313432835821, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.25870646766169153, 'acc_per_byte': 0.22388059701492538, 'acc_uncond': 0.26865671641791045, 'no_answer': 0.0, 'sum_logits_corr': -39.7639237209339, 'logits_per_token_corr': -4.402147830752354, 'logits_per_char_corr': -0.743675676617506, 'logits_per_byte_corr': 1.0728972106865908, 'correct_prob': 1.5033618370465103e-05, 'correct_prob_per_token': 0.024384286264371714, 'correct_prob_per_char': 0.48782675618265947, 'margin': -8.571003405375941e-06, 'margin_per_token': -0.008997056771986213, 'margin_per_char': -0.05327545505754763, 'total_prob': 4.3535175549712065e-05, 'total_prob_per_token': 0.0867441596466635, 'total_prob_per_char': 1.939563720752592, 'uncond_correct_prob': 1.0827176777593191e-07, 'uncond_correct_prob_per_token': 0.008874543334349741, 'uncond_correct_prob_per_char': 0.4014334708860263, 'uncond_total_prob': 4.6142021558211667e-07, 'norm_correct_prob': 0.24299187182512313, 'norm_correct_prob_per_token': 0.27080143299655635, 'norm_correct_prob_per_char': 0.2518470061801114, 'primary_metric': 0.2537313432835821}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.4875621890547264, 'predicted_index_per_token': 1.6069651741293531, 'predicted_index_per_char': 1.4477611940298507, 'predicted_index_per_byte': 1.4477611940298507, 'predicted_index_uncond': 1.462686567164179, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2537313432835821, 'acc_per_token': 0.27860696517412936, 'acc_per_char': 0.2537313432835821, 'acc_per_byte': 0.2537313432835821, 'acc_uncond': 0.25870646766169153, 'no_answer': 0.0, 'sum_logits_corr': -39.32616346273849, 'logits_per_token_corr': -4.370662297337112, 'logits_per_char_corr': -0.7457358736778102, 'bits_per_byte_corr': 1.0758694467687482, 'correct_prob': 2.9634207508631485e-05, 'correct_prob_per_token': 0.021563963206408892, 'correct_prob_per_char': 0.4870936767228907, 'margin': -0.00011787112813505969, 'margin_per_token': -0.01265970942231324, 'margin_per_char': -0.060723352061451075, 'total_prob': 0.00025497497723751675, 'total_prob_per_token': 0.0865153069824775, 'total_prob_per_char': 1.9596557950675133, 'uncond_correct_prob': 1.7434549345236197e-07, 'uncond_correct_prob_per_token': 0.008467771503054958, 'uncond_correct_prob_per_char': 0.4016129448851206, 'uncond_total_prob': 7.571861372843015e-07, 'norm_correct_prob': 0.24793256661405622, 'norm_correct_prob_per_token': 0.25688039145275215, 'norm_correct_prob_per_char': 0.24843551381507756, 'primary_metric': 0.2537313432835821}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5323383084577114, 'predicted_index_per_token': 1.5970149253731343, 'predicted_index_per_char': 1.4427860696517414, 'predicted_index_per_byte': 1.4427860696517414, 'predicted_index_uncond': 1.492537313432836, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.263681592039801, 'acc_per_token': 0.23383084577114427, 'acc_per_char': 0.20398009950248755, 'acc_per_byte': 0.20398009950248755, 'acc_uncond': 0.29850746268656714, 'no_answer': 0.0, 'sum_logits_corr': -39.69271724615524, 'logits_per_token_corr': -4.414212142090631, 'logits_per_char_corr': -0.7531548147818262, 'bits_per_byte_corr': 1.086572716308167, 'correct_prob': 3.628428739274176e-05, 'correct_prob_per_token': 0.020596870209639292, 'correct_prob_per_char': 0.4836147401556661, 'margin': -9.4480020651927e-05, 'margin_per_token': -0.013856086724201496, 'margin_per_char': -0.06125727998087078, 'total_prob': 0.0002153845556501855, 'total_prob_per_token': 0.08476970401057518, 'total_prob_per_char': 1.9480952803906546, 'uncond_correct_prob': 1.3624938381942632e-07, 'uncond_correct_prob_per_token': 0.008806764503092167, 'uncond_correct_prob_per_char': 0.4073261593236777, 'uncond_total_prob': 8.599342493065564e-07, 'norm_correct_prob': 0.25105152363882577, 'norm_correct_prob_per_token': 0.25379936546555804, 'norm_correct_prob_per_char': 0.24805422547940256, 'primary_metric': 0.263681592039801}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.5124378109452736, 'predicted_index_per_token': 1.5870646766169154, 'predicted_index_per_char': 1.462686567164179, 'predicted_index_per_byte': 1.6069651741293531, 'predicted_index_uncond': 1.507462686567164, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.22388059701492538, 'acc_per_byte': 0.22885572139303484, 'acc_uncond': 0.2835820895522388, 'no_answer': 0.0, 'sum_logits_corr': -39.56260047267325, 'logits_per_token_corr': -4.364505279424553, 'logits_per_char_corr': -0.7400745888394243, 'logits_per_byte_corr': 1.0677019392073432, 'correct_prob': 2.5045681803177045e-05, 'correct_prob_per_token': 0.023547866834405615, 'correct_prob_per_char': 0.48986828069906574, 'margin': -3.992413697277255e-05, 'margin_per_token': -0.010132891499231824, 'margin_per_char': -0.05541123530275782, 'total_prob': 0.00010489246624189344, 'total_prob_per_token': 0.08778743623341921, 'total_prob_per_char': 1.9560119569058276, 'uncond_correct_prob': 1.2762734562400707e-07, 'uncond_correct_prob_per_token': 0.008980033606927468, 'uncond_correct_prob_per_char': 0.4011033312036569, 'uncond_total_prob': 3.807625953837917e-07, 'norm_correct_prob': 0.2390747210681646, 'norm_correct_prob_per_token': 0.26457457255541317, 'norm_correct_prob_per_char': 0.25030974926936944, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4975124378109452, 'predicted_index_per_token': 1.5870646766169154, 'predicted_index_per_char': 1.4378109452736318, 'predicted_index_per_byte': 1.4378109452736318, 'predicted_index_uncond': 1.4029850746268657, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.22885572139303484, 'acc_per_byte': 0.22885572139303484, 'acc_uncond': 0.24875621890547264, 'no_answer': 0.0, 'sum_logits_corr': -39.12888826541047, 'logits_per_token_corr': -4.392074403374188, 'logits_per_char_corr': -0.7494964823824836, 'bits_per_byte_corr': 1.0812948582977084, 'correct_prob': 4.3834821246464226e-05, 'correct_prob_per_token': 0.0219427323299797, 'correct_prob_per_char': 0.4864786147303397, 'margin': -0.0003814934366994112, 'margin_per_token': -0.013183928499472471, 'margin_per_char': -0.06042938500254, 'total_prob': 0.0005109133043559373, 'total_prob_per_token': 0.08848896775896148, 'total_prob_per_char': 1.9599275365802662, 'uncond_correct_prob': 1.8322137887454878e-07, 'uncond_correct_prob_per_token': 0.008169915163778648, 'uncond_correct_prob_per_char': 0.3966875557771, 'uncond_total_prob': 3.503463576252715e-07, 'norm_correct_prob': 0.24096225364733811, 'norm_correct_prob_per_token': 0.25363717825685456, 'norm_correct_prob_per_char': 0.24771418849912166, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.5472636815920398, 'predicted_index_per_token': 1.6865671641791045, 'predicted_index_per_char': 1.462686567164179, 'predicted_index_per_byte': 1.462686567164179, 'predicted_index_uncond': 1.4825870646766168, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24875621890547264, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.23880597014925373, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.27860696517412936, 'no_answer': 0.0, 'sum_logits_corr': -39.76168762985154, 'logits_per_token_corr': -4.439637885507312, 'logits_per_char_corr': -0.7525577519379686, 'bits_per_byte_corr': 1.0857113367042337, 'correct_prob': 1.9952448596618875e-05, 'correct_prob_per_token': 0.022885283420250153, 'correct_prob_per_char': 0.4851803698962734, 'margin': -8.960542699285478e-05, 'margin_per_token': -0.009548828566210367, 'margin_per_char': -0.05385210352579129, 'total_prob': 0.00013543355677777521, 'total_prob_per_token': 0.08427969904405655, 'total_prob_per_char': 1.9347574923018191, 'uncond_correct_prob': 1.2194127017852322e-07, 'uncond_correct_prob_per_token': 0.00903502277204818, 'uncond_correct_prob_per_char': 0.40406314569150864, 'uncond_total_prob': 4.979556080880505e-07, 'norm_correct_prob': 0.2501991035197222, 'norm_correct_prob_per_token': 0.26813151635856497, 'norm_correct_prob_per_char': 0.25039611109149634, 'primary_metric': 0.24875621890547264}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.6417910447761195, 'predicted_index_per_token': 1.6467661691542288, 'predicted_index_per_char': 1.5174129353233832, 'predicted_index_per_byte': 1.5024875621890548, 'predicted_index_uncond': 1.3432835820895523, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2835820895522388, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.26865671641791045, 'acc_per_byte': 0.22388059701492538, 'acc_uncond': 0.25870646766169153, 'no_answer': 0.0, 'sum_logits_corr': -39.83021237482479, 'logits_per_token_corr': -4.3617260321204245, 'logits_per_char_corr': -0.7391173094422108, 'logits_per_byte_corr': 1.066320876968237, 'correct_prob': 4.3681520983303804e-05, 'correct_prob_per_token': 0.025253535074011794, 'correct_prob_per_char': 0.4908654980543547, 'margin': 2.8822505865157247e-07, 'margin_per_token': -0.008363171113618216, 'margin_per_char': -0.052151626648961495, 'total_prob': 0.00010216587121951069, 'total_prob_per_token': 0.08809894667853188, 'total_prob_per_char': 1.948157559036203, 'uncond_correct_prob': 1.040901134372556e-07, 'uncond_correct_prob_per_token': 0.0074384643229783495, 'uncond_correct_prob_per_char': 0.38847889541358976, 'uncond_total_prob': 1.8147584335906816e-07, 'norm_correct_prob': 0.25946662882228827, 'norm_correct_prob_per_token': 0.272900908546883, 'norm_correct_prob_per_char': 0.2520533566062651, 'primary_metric': 0.2835820895522388}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5671641791044777, 'predicted_index_per_token': 1.5970149253731343, 'predicted_index_per_char': 1.5422885572139304, 'predicted_index_per_byte': 1.5422885572139304, 'predicted_index_uncond': 1.507462686567164, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.23383084577114427, 'acc_per_token': 0.2835820895522388, 'acc_per_char': 0.23880597014925373, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.263681592039801, 'no_answer': 0.0, 'sum_logits_corr': -39.207987529128346, 'logits_per_token_corr': -4.335353360738217, 'logits_per_char_corr': -0.7353302600592485, 'bits_per_byte_corr': 1.060857319603832, 'correct_prob': 2.8107280392624023e-05, 'correct_prob_per_token': 0.024160378626461823, 'correct_prob_per_char': 0.4918728290988685, 'margin': -0.00010547443578446335, 'margin_per_token': -0.012037158826524797, 'margin_per_char': -0.05685514569694226, 'total_prob': 0.00019852545752904532, 'total_prob_per_token': 0.09132322386552869, 'total_prob_per_char': 1.965466490404131, 'uncond_correct_prob': 1.3702409641048953e-07, 'uncond_correct_prob_per_token': 0.008061948932186765, 'uncond_correct_prob_per_char': 0.3960586643287549, 'uncond_total_prob': 2.746269356325472e-07, 'norm_correct_prob': 0.24236390926630544, 'norm_correct_prob_per_token': 0.2646157155608018, 'norm_correct_prob_per_char': 0.25012513159835836, 'primary_metric': 0.23383084577114427}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.572139303482587, 'predicted_index_per_token': 1.626865671641791, 'predicted_index_per_char': 1.4129353233830846, 'predicted_index_per_byte': 1.4129353233830846, 'predicted_index_uncond': 1.3980099502487562, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.24875621890547264, 'acc_per_byte': 0.24875621890547264, 'acc_uncond': 0.3781094527363184, 'no_answer': 0.0, 'sum_logits_corr': -38.759893837259774, 'logits_per_token_corr': -4.3058536527617175, 'logits_per_char_corr': -0.7314780345227878, 'bits_per_byte_corr': 1.0552997329259899, 'correct_prob': 6.627661205571656e-05, 'correct_prob_per_token': 0.024260642096927063, 'correct_prob_per_char': 0.49389356144172863, 'margin': -7.373939416528406e-05, 'margin_per_token': -0.01230148828195621, 'margin_per_char': -0.056654039744942764, 'total_prob': 0.00023663586675889097, 'total_prob_per_token': 0.09244772004098502, 'total_prob_per_char': 1.9709540640425562, 'uncond_correct_prob': 7.429617304004581e-08, 'uncond_correct_prob_per_token': 0.00880649606092819, 'uncond_correct_prob_per_char': 0.40088691081986055, 'uncond_total_prob': 5.347022243544283e-07, 'norm_correct_prob': 0.24572447494412814, 'norm_correct_prob_per_token': 0.26550761044364485, 'norm_correct_prob_per_char': 0.25083437991787344, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5572139303482586, 'predicted_index_per_token': 1.527363184079602, 'predicted_index_per_char': 1.4477611940298507, 'predicted_index_per_byte': 1.5870646766169154, 'predicted_index_uncond': 1.462686567164179, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.26865671641791045, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.263681592039801, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.31840796019900497, 'no_answer': 0.0, 'sum_logits_corr': -39.503233473099286, 'logits_per_token_corr': -4.326744804597928, 'logits_per_char_corr': -0.735850180494349, 'logits_per_byte_corr': 1.0616074062372087, 'correct_prob': 3.206406710595658e-05, 'correct_prob_per_token': 0.02358122115072329, 'correct_prob_per_char': 0.4914940702144667, 'margin': -3.142450812087998e-05, 'margin_per_token': -0.009877053632973606, 'margin_per_char': -0.052975658832780076, 'total_prob': 0.00011391497926805549, 'total_prob_per_token': 0.08681682197988962, 'total_prob_per_char': 1.9568756401037353, 'uncond_correct_prob': 1.6168953610594812e-07, 'uncond_correct_prob_per_token': 0.008754340864627503, 'uncond_correct_prob_per_char': 0.40208143849420497, 'uncond_total_prob': 3.696249660310388e-07, 'norm_correct_prob': 0.25562893693339395, 'norm_correct_prob_per_token': 0.2699535238824055, 'norm_correct_prob_per_char': 0.2512148235309334, 'primary_metric': 0.26865671641791045}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5174129353233832, 'predicted_index_per_token': 1.6666666666666667, 'predicted_index_per_char': 1.4776119402985075, 'predicted_index_per_byte': 1.4776119402985075, 'predicted_index_uncond': 1.462686567164179, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.26865671641791045, 'acc_per_token': 0.2835820895522388, 'acc_per_char': 0.25870646766169153, 'acc_per_byte': 0.25870646766169153, 'acc_uncond': 0.2736318407960199, 'no_answer': 0.0, 'sum_logits_corr': -38.44188395542885, 'logits_per_token_corr': -4.251636618314159, 'logits_per_char_corr': -0.7227627066373478, 'bits_per_byte_corr': 1.0427261726059351, 'correct_prob': 5.883572337658781e-05, 'correct_prob_per_token': 0.025595959934179055, 'correct_prob_per_char': 0.4983303177911182, 'margin': -8.10720236809239e-05, 'margin_per_token': -0.011414829878754824, 'margin_per_char': -0.05431658897703896, 'total_prob': 0.0002466556563519449, 'total_prob_per_token': 0.09578463747751595, 'total_prob_per_char': 1.984360391682439, 'uncond_correct_prob': 1.586050465335166e-07, 'uncond_correct_prob_per_token': 0.008867697582216701, 'uncond_correct_prob_per_char': 0.40433118192968587, 'uncond_total_prob': 5.074525155628403e-07, 'norm_correct_prob': 0.26285523802274535, 'norm_correct_prob_per_token': 0.26947725797620625, 'norm_correct_prob_per_char': 0.25118255644609105, 'primary_metric': 0.26865671641791045}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.507462686567164, 'predicted_index_per_token': 1.6417910447761195, 'predicted_index_per_char': 1.4577114427860696, 'predicted_index_per_byte': 1.4577114427860696, 'predicted_index_uncond': 1.3383084577114428, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2537313432835821, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.24875621890547264, 'acc_per_byte': 0.24875621890547264, 'acc_uncond': 0.3034825870646766, 'no_answer': 0.0, 'sum_logits_corr': -38.772944293805025, 'logits_per_token_corr': -4.298072919831252, 'logits_per_char_corr': -0.7280109968185936, 'bits_per_byte_corr': 1.0502978548235702, 'correct_prob': 7.862724522841362e-05, 'correct_prob_per_token': 0.025500334538108405, 'correct_prob_per_char': 0.4954069631963883, 'margin': -0.00010990968674863555, 'margin_per_token': -0.010920257871296132, 'margin_per_char': -0.05382159755804598, 'total_prob': 0.0003921052482421812, 'total_prob_per_token': 0.09395520278454712, 'total_prob_per_char': 1.9724700597154121, 'uncond_correct_prob': 1.33018399551238e-07, 'uncond_correct_prob_per_token': 0.00785682930531348, 'uncond_correct_prob_per_char': 0.3925808535110471, 'uncond_total_prob': 2.883753266874084e-07, 'norm_correct_prob': 0.25262174125981485, 'norm_correct_prob_per_token': 0.26923931211246954, 'norm_correct_prob_per_char': 0.25107001118959876, 'primary_metric': 0.2537313432835821}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5671641791044777, 'predicted_index_per_token': 1.6467661691542288, 'predicted_index_per_char': 1.4825870646766168, 'predicted_index_per_byte': 1.5771144278606966, 'predicted_index_uncond': 1.3681592039800996, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.27860696517412936, 'acc_per_token': 0.2885572139303483, 'acc_per_char': 0.2736318407960199, 'acc_per_byte': 0.22388059701492538, 'acc_uncond': 0.30845771144278605, 'no_answer': 0.0, 'sum_logits_corr': -39.21379907807307, 'logits_per_token_corr': -4.333442491522365, 'logits_per_char_corr': -0.7325918212641286, 'logits_per_byte_corr': 1.0569065875343315, 'correct_prob': 3.133769476568379e-05, 'correct_prob_per_token': 0.025618316534639154, 'correct_prob_per_char': 0.49378503757291026, 'margin': -8.093746461265194e-06, 'margin_per_token': -0.009790948407733245, 'margin_per_char': -0.05281191222012895, 'total_prob': 8.432698551790358e-05, 'total_prob_per_token': 0.0917267610495923, 'total_prob_per_char': 1.9610990704093847, 'uncond_correct_prob': 2.172212280460007e-07, 'uncond_correct_prob_per_token': 0.009168835057797217, 'uncond_correct_prob_per_char': 0.40258359990277787, 'uncond_total_prob': 4.1561842314173816e-07, 'norm_correct_prob': 0.2677225897509097, 'norm_correct_prob_per_token': 0.27527201853902267, 'norm_correct_prob_per_char': 0.25169556945792854, 'primary_metric': 0.27860696517412936}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.5522388059701493, 'predicted_index_per_token': 1.626865671641791, 'predicted_index_per_char': 1.4328358208955223, 'predicted_index_per_byte': 1.4328358208955223, 'predicted_index_uncond': 1.4328358208955223, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.263681592039801, 'acc_per_token': 0.27860696517412936, 'acc_per_char': 0.22388059701492538, 'acc_per_byte': 0.22388059701492538, 'acc_uncond': 0.2885572139303483, 'no_answer': 0.0, 'sum_logits_corr': -38.07173976376282, 'logits_per_token_corr': -4.2341849951938695, 'logits_per_char_corr': -0.7211691303046992, 'bits_per_byte_corr': 1.0404271279335435, 'correct_prob': 5.153024348054755e-05, 'correct_prob_per_token': 0.025460854697928925, 'correct_prob_per_char': 0.4992247208020416, 'margin': -0.00013825435361130436, 'margin_per_token': -0.013232479549406413, 'margin_per_char': -0.056762608545823316, 'total_prob': 0.00028618267105197674, 'total_prob_per_token': 0.09874708884366187, 'total_prob_per_char': 1.9927386596855194, 'uncond_correct_prob': 1.506850557851557e-07, 'uncond_correct_prob_per_token': 0.008316104217943519, 'uncond_correct_prob_per_char': 0.3976461480832957, 'uncond_total_prob': 3.609246544174153e-07, 'norm_correct_prob': 0.26084731246288767, 'norm_correct_prob_per_token': 0.26692285182863135, 'norm_correct_prob_per_char': 0.2505945034640748, 'primary_metric': 0.263681592039801}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.537313432835821, 'predicted_index_per_token': 1.6517412935323383, 'predicted_index_per_char': 1.537313432835821, 'predicted_index_per_byte': 1.537313432835821, 'predicted_index_uncond': 1.472636815920398, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.2537313432835821, 'acc_per_byte': 0.2537313432835821, 'acc_uncond': 0.3333333333333333, 'no_answer': 0.0, 'sum_logits_corr': -38.717817256699746, 'logits_per_token_corr': -4.281839378377549, 'logits_per_char_corr': -0.7242204550735872, 'bits_per_byte_corr': 1.0448292590457633, 'correct_prob': 0.00010850310579430717, 'correct_prob_per_token': 0.02638169776780225, 'correct_prob_per_char': 0.4973726481621931, 'margin': -3.2963389199210453e-05, 'margin_per_token': -0.011639612814656546, 'margin_per_char': -0.05564133841469453, 'total_prob': 0.00032242253022946596, 'total_prob_per_token': 0.09688599686994227, 'total_prob_per_char': 1.982887496034849, 'uncond_correct_prob': 7.622453220798392e-08, 'uncond_correct_prob_per_token': 0.008011227271166616, 'uncond_correct_prob_per_char': 0.3943866930251131, 'uncond_total_prob': 3.1840836737555944e-07, 'norm_correct_prob': 0.25245101506825574, 'norm_correct_prob_per_token': 0.2692614448421605, 'norm_correct_prob_per_char': 0.2506865512988988, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.6169154228855722, 'predicted_index_per_token': 1.6766169154228856, 'predicted_index_per_char': 1.5422885572139304, 'predicted_index_per_byte': 1.5970149253731343, 'predicted_index_uncond': 1.4029850746268657, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.263681592039801, 'acc_per_token': 0.2835820895522388, 'acc_per_char': 0.24378109452736318, 'acc_per_byte': 0.24378109452736318, 'acc_uncond': 0.3283582089552239, 'no_answer': 0.0, 'sum_logits_corr': -38.99948842489897, 'logits_per_token_corr': -4.317830966162497, 'logits_per_char_corr': -0.7332772682923011, 'logits_per_byte_corr': 1.0578954785626686, 'correct_prob': 3.0719847761354174e-05, 'correct_prob_per_token': 0.025258722177637503, 'correct_prob_per_char': 0.4942129578861041, 'margin': -2.3983590059423886e-05, 'margin_per_token': -0.010732733998496636, 'margin_per_char': -0.05504386535087653, 'total_prob': 0.00010151434358339896, 'total_prob_per_token': 0.09245579060131062, 'total_prob_per_char': 1.9650545458197564, 'uncond_correct_prob': 2.2255361619813173e-07, 'uncond_correct_prob_per_token': 0.009352918347269578, 'uncond_correct_prob_per_char': 0.40492764669007403, 'uncond_total_prob': 5.681056744437963e-07, 'norm_correct_prob': 0.2599473803728374, 'norm_correct_prob_per_token': 0.2717417790154984, 'norm_correct_prob_per_char': 0.25138743045382334, 'primary_metric': 0.263681592039801}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.537313432835821, 'predicted_index_per_token': 1.6069651741293531, 'predicted_index_per_char': 1.507462686567164, 'predicted_index_per_byte': 1.507462686567164, 'predicted_index_uncond': 1.3582089552238805, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.25870646766169153, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.24378109452736318, 'acc_per_byte': 0.24378109452736318, 'acc_uncond': 0.3034825870646766, 'no_answer': 0.0, 'sum_logits_corr': -37.753947167847286, 'logits_per_token_corr': -4.1707823290577455, 'logits_per_char_corr': -0.7112866084397833, 'bits_per_byte_corr': 1.0261696626475427, 'correct_prob': 4.898518200444301e-05, 'correct_prob_per_token': 0.026529889480189812, 'correct_prob_per_char': 0.5036463352511544, 'margin': -0.00011193497737484686, 'margin_per_token': -0.014082037706639412, 'margin_per_char': -0.05685998197922787, 'total_prob': 0.00026634866118130677, 'total_prob_per_token': 0.10252136001891621, 'total_prob_per_char': 2.0101156731323537, 'uncond_correct_prob': 1.4482684574977432e-07, 'uncond_correct_prob_per_token': 0.009021966071424754, 'uncond_correct_prob_per_char': 0.40359418746784165, 'uncond_total_prob': 3.851703745309523e-07, 'norm_correct_prob': 0.26090569584688017, 'norm_correct_prob_per_token': 0.26703749163351276, 'norm_correct_prob_per_char': 0.2503139210645289, 'primary_metric': 0.25870646766169153}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.592039800995025, 'predicted_index_per_token': 1.7164179104477613, 'predicted_index_per_char': 1.5472636815920398, 'predicted_index_per_byte': 1.5472636815920398, 'predicted_index_uncond': 1.5323383084577114, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.25870646766169153, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.26865671641791045, 'acc_per_byte': 0.26865671641791045, 'acc_uncond': 0.32338308457711445, 'no_answer': 0.0, 'sum_logits_corr': -38.031619684020086, 'logits_per_token_corr': -4.240943180080091, 'logits_per_char_corr': -0.7171197176678689, 'bits_per_byte_corr': 1.0345850604038713, 'correct_prob': 3.5466861927666876e-05, 'correct_prob_per_token': 0.02857544004489713, 'correct_prob_per_char': 0.5021460136901729, 'margin': -3.7510701981852514e-05, 'margin_per_token': -0.010465218485584106, 'margin_per_char': -0.050995556580213236, 'total_prob': 0.00013321324680933444, 'total_prob_per_token': 0.10153089146260907, 'total_prob_per_char': 1.9924199581875779, 'uncond_correct_prob': 1.3328038705030562e-07, 'uncond_correct_prob_per_token': 0.008557142419670944, 'uncond_correct_prob_per_char': 0.39719396777174015, 'uncond_total_prob': 3.441592173556385e-07, 'norm_correct_prob': 0.25182970163545787, 'norm_correct_prob_per_token': 0.27561634502452415, 'norm_correct_prob_per_char': 0.25199542384978557, 'primary_metric': 0.25870646766169153}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.5870646766169154, 'predicted_index_per_token': 1.5621890547263682, 'predicted_index_per_char': 1.4378109452736318, 'predicted_index_per_byte': 1.6218905472636815, 'predicted_index_uncond': 1.4975124378109452, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.263681592039801, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.2537313432835821, 'acc_per_byte': 0.22388059701492538, 'acc_uncond': 0.2736318407960199, 'no_answer': 0.0, 'sum_logits_corr': -38.33579373241064, 'logits_per_token_corr': -4.231218207325818, 'logits_per_char_corr': -0.7192720681630009, 'logits_per_byte_corr': 1.037690245789455, 'correct_prob': 3.2529132428019125e-05, 'correct_prob_per_token': 0.026470083377221298, 'correct_prob_per_char': 0.500357091913072, 'margin': -3.6294830773015446e-05, 'margin_per_token': -0.01154581539760418, 'margin_per_char': -0.053471161808205, 'total_prob': 0.00012519467855645413, 'total_prob_per_token': 0.09738090741509219, 'total_prob_per_char': 1.9913370356792648, 'uncond_correct_prob': 1.5635429104938675e-07, 'uncond_correct_prob_per_token': 0.008921573181543819, 'uncond_correct_prob_per_char': 0.4014907033368272, 'uncond_total_prob': 2.881241809705452e-07, 'norm_correct_prob': 0.2528094877422276, 'norm_correct_prob_per_token': 0.2700880876702254, 'norm_correct_prob_per_char': 0.2512016327388545, 'primary_metric': 0.263681592039801}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.5223880597014925, 'predicted_index_per_token': 1.6517412935323383, 'predicted_index_per_char': 1.4825870646766168, 'predicted_index_per_byte': 1.4825870646766168, 'predicted_index_uncond': 1.3781094527363185, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.263681592039801, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.2736318407960199, 'acc_per_byte': 0.2736318407960199, 'acc_uncond': 0.30845771144278605, 'no_answer': 0.0, 'sum_logits_corr': -37.66363546029845, 'logits_per_token_corr': -4.127840447147124, 'logits_per_char_corr': -0.7031922493167965, 'bits_per_byte_corr': 1.014491970881627, 'correct_prob': 8.989342709637934e-05, 'correct_prob_per_token': 0.026848393396293767, 'correct_prob_per_char': 0.5065673174271328, 'margin': -0.00021214368437815523, 'margin_per_token': -0.013865478090868154, 'margin_per_char': -0.05542840100491333, 'total_prob': 0.0004951155846965661, 'total_prob_per_token': 0.10259041653276091, 'total_prob_per_char': 2.015651858113726, 'uncond_correct_prob': 2.1015180021236858e-07, 'uncond_correct_prob_per_token': 0.009703265075578045, 'uncond_correct_prob_per_char': 0.4089610801559796, 'uncond_total_prob': 5.632260907285829e-07, 'norm_correct_prob': 0.25927569499103176, 'norm_correct_prob_per_token': 0.2721191875060083, 'norm_correct_prob_per_char': 0.25162520633828916, 'primary_metric': 0.263681592039801}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.6019900497512438, 'predicted_index_per_token': 1.6965174129353233, 'predicted_index_per_char': 1.5124378109452736, 'predicted_index_per_byte': 1.5124378109452736, 'predicted_index_uncond': 1.3830845771144278, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.263681592039801, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.263681592039801, 'acc_per_byte': 0.263681592039801, 'acc_uncond': 0.29850746268656714, 'no_answer': 0.0, 'sum_logits_corr': -38.03943998659428, 'logits_per_token_corr': -4.207270079241646, 'logits_per_char_corr': -0.7146534880659294, 'bits_per_byte_corr': 1.031027043187457, 'correct_prob': 4.4852033041305406e-05, 'correct_prob_per_token': 0.026831821412019296, 'correct_prob_per_char': 0.5022371842847209, 'margin': -3.935307387767629e-05, 'margin_per_token': -0.01244975617805295, 'margin_per_char': -0.05440571170626741, 'total_prob': 0.00016123763557157755, 'total_prob_per_token': 0.10032672375383958, 'total_prob_per_char': 1.9981409979980094, 'uncond_correct_prob': 8.723222200983008e-08, 'uncond_correct_prob_per_token': 0.008693381862457366, 'uncond_correct_prob_per_char': 0.4012035643015712, 'uncond_total_prob': 3.443875718348516e-07, 'norm_correct_prob': 0.25267283215957426, 'norm_correct_prob_per_token': 0.26911625251377524, 'norm_correct_prob_per_char': 0.25150363242587875, 'primary_metric': 0.263681592039801}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.4975124378109452, 'predicted_index_per_token': 1.5870646766169154, 'predicted_index_per_char': 1.407960199004975, 'predicted_index_per_byte': 1.5771144278606966, 'predicted_index_uncond': 1.4975124378109452, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.23880597014925373, 'acc_per_token': 0.25870646766169153, 'acc_per_char': 0.22885572139303484, 'acc_per_byte': 0.24875621890547264, 'acc_uncond': 0.34328358208955223, 'no_answer': 0.0, 'sum_logits_corr': -38.30628758520629, 'logits_per_token_corr': -4.253345258129794, 'logits_per_char_corr': -0.7251203206753857, 'logits_per_byte_corr': 1.046127490686945, 'correct_prob': 3.048341461077824e-05, 'correct_prob_per_token': 0.02475328384064657, 'correct_prob_per_char': 0.49733916452469124, 'margin': -7.418242243646846e-05, 'margin_per_token': -0.013519149986769485, 'margin_per_char': -0.05982880500417983, 'total_prob': 0.00015278239315375143, 'total_prob_per_token': 0.09724780052573645, 'total_prob_per_char': 1.993735175053505, 'uncond_correct_prob': 2.024967569935707e-07, 'uncond_correct_prob_per_token': 0.008723139595615962, 'uncond_correct_prob_per_char': 0.3999102622752891, 'uncond_total_prob': 3.667645256757222e-07, 'norm_correct_prob': 0.2423448835005742, 'norm_correct_prob_per_token': 0.2595233414240439, 'norm_correct_prob_per_char': 0.24934312646812665, 'primary_metric': 0.23880597014925373}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.537313432835821, 'predicted_index_per_token': 1.6218905472636815, 'predicted_index_per_char': 1.4129353233830846, 'predicted_index_per_byte': 1.4129353233830846, 'predicted_index_uncond': 1.4527363184079602, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.25870646766169153, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.263681592039801, 'acc_per_byte': 0.263681592039801, 'acc_uncond': 0.29850746268656714, 'no_answer': 0.0, 'sum_logits_corr': -36.89426741789823, 'logits_per_token_corr': -4.065093425616575, 'logits_per_char_corr': -0.6942120481145355, 'bits_per_byte_corr': 1.0015362791409304, 'correct_prob': 0.0001634422733317401, 'correct_prob_per_token': 0.029018622925741398, 'correct_prob_per_char': 0.5124818102437255, 'margin': -0.00014389213593289567, 'margin_per_token': -0.013906139321146316, 'margin_per_char': -0.05553311113904302, 'total_prob': 0.0005349420993703495, 'total_prob_per_token': 0.11048968990444952, 'total_prob_per_char': 2.0434249570002847, 'uncond_correct_prob': 1.5319773552744002e-07, 'uncond_correct_prob_per_token': 0.00960454854109186, 'uncond_correct_prob_per_char': 0.4054196857781761, 'uncond_total_prob': 3.1985782332976395e-07, 'norm_correct_prob': 0.2644584150727389, 'norm_correct_prob_per_token': 0.2668267545526442, 'norm_correct_prob_per_char': 0.25065567202866706, 'primary_metric': 0.25870646766169153}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.5621890547263682, 'predicted_index_per_token': 1.6616915422885572, 'predicted_index_per_char': 1.5174129353233832, 'predicted_index_per_byte': 1.5174129353233832, 'predicted_index_uncond': 1.4527363184079602, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24875621890547264, 'acc_per_token': 0.25870646766169153, 'acc_per_char': 0.2835820895522388, 'acc_per_byte': 0.2835820895522388, 'acc_uncond': 0.3283582089552239, 'no_answer': 0.0, 'sum_logits_corr': -37.570534290958996, 'logits_per_token_corr': -4.1582595325288985, 'logits_per_char_corr': -0.706265174072068, 'bits_per_byte_corr': 1.018925264187085, 'correct_prob': 9.550328261376202e-05, 'correct_prob_per_token': 0.028208840727872615, 'correct_prob_per_char': 0.5070380266372002, 'margin': -6.813731889304706e-05, 'margin_per_token': -0.012937060905195714, 'margin_per_char': -0.05477771629766015, 'total_prob': 0.00030030683166183057, 'total_prob_per_token': 0.1055465078514044, 'total_prob_per_char': 2.018382985275955, 'uncond_correct_prob': 2.460984054906007e-07, 'uncond_correct_prob_per_token': 0.00980895884634659, 'uncond_correct_prob_per_char': 0.4109990480156302, 'uncond_total_prob': 7.678597013377034e-07, 'norm_correct_prob': 0.2543999765228118, 'norm_correct_prob_per_token': 0.27120430471105567, 'norm_correct_prob_per_char': 0.25099117112779473, 'primary_metric': 0.24875621890547264}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.5522388059701493, 'predicted_index_per_token': 1.5820895522388059, 'predicted_index_per_char': 1.407960199004975, 'predicted_index_per_byte': 1.63681592039801, 'predicted_index_uncond': 1.4129353233830846, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.27860696517412936, 'acc_per_char': 0.24875621890547264, 'acc_per_byte': 0.25870646766169153, 'acc_uncond': 0.3383084577114428, 'no_answer': 0.0, 'sum_logits_corr': -38.102775526283985, 'logits_per_token_corr': -4.2368837136627375, 'logits_per_char_corr': -0.7214826320716581, 'logits_per_byte_corr': 1.0408794153780456, 'correct_prob': 3.249040892195151e-05, 'correct_prob_per_token': 0.025049598483081886, 'correct_prob_per_char': 0.49850091990054524, 'margin': -2.8589355028858515e-05, 'margin_per_token': -0.013237046996634203, 'margin_per_char': -0.0583555987321061, 'total_prob': 0.00011899798607184003, 'total_prob_per_token': 0.09787326878872628, 'total_prob_per_char': 1.9963690492944302, 'uncond_correct_prob': 1.5091779727554406e-07, 'uncond_correct_prob_per_token': 0.009666234803086385, 'uncond_correct_prob_per_char': 0.4083536603556608, 'uncond_total_prob': 4.147994471398205e-07, 'norm_correct_prob': 0.2466571653494033, 'norm_correct_prob_per_token': 0.2641910727937976, 'norm_correct_prob_per_char': 0.24988889953502771, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.527363184079602, 'predicted_index_per_token': 1.626865671641791, 'predicted_index_per_char': 1.462686567164179, 'predicted_index_per_byte': 1.462686567164179, 'predicted_index_uncond': 1.427860696517413, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.27860696517412936, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.26865671641791045, 'acc_per_byte': 0.26865671641791045, 'acc_uncond': 0.3034825870646766, 'no_answer': 0.0, 'sum_logits_corr': -37.256269348201464, 'logits_per_token_corr': -4.120078547307082, 'logits_per_char_corr': -0.7027097342253067, 'bits_per_byte_corr': 1.0137958487519798, 'correct_prob': 9.840385185067285e-05, 'correct_prob_per_token': 0.027774522593759857, 'correct_prob_per_char': 0.508127910843641, 'margin': -0.00018578158289037035, 'margin_per_token': -0.014603010178759078, 'margin_per_char': -0.058359561865495735, 'total_prob': 0.00046307138038620643, 'total_prob_per_token': 0.10826232802916948, 'total_prob_per_char': 2.0345607491907174, 'uncond_correct_prob': 1.9093365508950642e-07, 'uncond_correct_prob_per_token': 0.00909278907655787, 'uncond_correct_prob_per_char': 0.400091023605234, 'uncond_total_prob': 3.900941260519146e-07, 'norm_correct_prob': 0.2695827620032709, 'norm_correct_prob_per_token': 0.2633773460210527, 'norm_correct_prob_per_char': 0.24953591436159453, 'primary_metric': 0.27860696517412936}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.592039800995025, 'predicted_index_per_token': 1.7213930348258706, 'predicted_index_per_char': 1.5671641791044777, 'predicted_index_per_byte': 1.5671641791044777, 'predicted_index_uncond': 1.427860696517413, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.22885572139303484, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.2736318407960199, 'acc_per_byte': 0.2736318407960199, 'acc_uncond': 0.3333333333333333, 'no_answer': 0.0, 'sum_logits_corr': -37.3065311280056, 'logits_per_token_corr': -4.10565798793308, 'logits_per_char_corr': -0.6959062296230593, 'bits_per_byte_corr': 1.0039804664016454, 'correct_prob': 7.679668092280997e-05, 'correct_prob_per_token': 0.029771623737648665, 'correct_prob_per_char': 0.5110906277128859, 'margin': -3.0355779708191732e-05, 'margin_per_token': -0.012313662117287653, 'margin_per_char': -0.05188679188583891, 'total_prob': 0.00021505402048987483, 'total_prob_per_token': 0.10798244564895836, 'total_prob_per_char': 2.026744674318729, 'uncond_correct_prob': 1.0482964247415114e-07, 'uncond_correct_prob_per_token': 0.008555375152876812, 'uncond_correct_prob_per_char': 0.3977354349365047, 'uncond_total_prob': 3.077851333986103e-07, 'norm_correct_prob': 0.24156797285330575, 'norm_correct_prob_per_token': 0.2732257905743564, 'norm_correct_prob_per_char': 0.25220235502928573, 'primary_metric': 0.22885572139303484}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.5472636815920398, 'predicted_index_per_token': 1.5970149253731343, 'predicted_index_per_char': 1.5124378109452736, 'predicted_index_per_byte': 1.6666666666666667, 'predicted_index_uncond': 1.4776119402985075, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2736318407960199, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.25870646766169153, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.35323383084577115, 'no_answer': 0.0, 'sum_logits_corr': -37.384233178190925, 'logits_per_token_corr': -4.1503354541508015, 'logits_per_char_corr': -0.705993978057021, 'logits_per_byte_corr': 1.0185340110410677, 'correct_prob': 3.771054375784512e-05, 'correct_prob_per_token': 0.028271576769793343, 'correct_prob_per_char': 0.5072456981834468, 'margin': -6.389604559635674e-05, 'margin_per_token': -0.012507209106050958, 'margin_per_char': -0.055434295311556, 'total_prob': 0.00015397679139930506, 'total_prob_per_token': 0.10567822620467955, 'total_prob_per_char': 2.0219839573927625, 'uncond_correct_prob': 1.4109739713473218e-07, 'uncond_correct_prob_per_token': 0.00858899340604432, 'uncond_correct_prob_per_char': 0.3982022677600735, 'uncond_total_prob': 3.226781756149831e-07, 'norm_correct_prob': 0.2628861715101265, 'norm_correct_prob_per_token': 0.2688906646830162, 'norm_correct_prob_per_char': 0.2506763635337429, 'primary_metric': 0.2736318407960199}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.527363184079602, 'predicted_index_per_token': 1.592039800995025, 'predicted_index_per_char': 1.4179104477611941, 'predicted_index_per_byte': 1.4179104477611941, 'predicted_index_uncond': 1.4477611940298507, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.263681592039801, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.27860696517412936, 'acc_per_byte': 0.27860696517412936, 'acc_uncond': 0.2736318407960199, 'no_answer': 0.0, 'sum_logits_corr': -36.975531699052496, 'logits_per_token_corr': -4.078516156832131, 'logits_per_char_corr': -0.6951480954049026, 'bits_per_byte_corr': 1.0028867099247816, 'correct_prob': 7.453465326377887e-05, 'correct_prob_per_token': 0.028761177526642662, 'correct_prob_per_char': 0.5114750450418275, 'margin': -0.0002502716779839268, 'margin_per_token': -0.014629257984756968, 'margin_per_char': -0.05874207588746485, 'total_prob': 0.0005011583949109501, 'total_prob_per_token': 0.11194043300271195, 'total_prob_per_char': 2.0466424599653865, 'uncond_correct_prob': 2.1466296195608845e-07, 'uncond_correct_prob_per_token': 0.00977373380725048, 'uncond_correct_prob_per_char': 0.4072328236628307, 'uncond_total_prob': 3.9613546470284116e-07, 'norm_correct_prob': 0.2632508164604952, 'norm_correct_prob_per_token': 0.2657711633925395, 'norm_correct_prob_per_char': 0.24989468710231075, 'primary_metric': 0.263681592039801}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.5621890547263682, 'predicted_index_per_token': 1.6119402985074627, 'predicted_index_per_char': 1.5024875621890548, 'predicted_index_per_byte': 1.5024875621890548, 'predicted_index_uncond': 1.4378109452736318, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.2885572139303483, 'acc_per_char': 0.25870646766169153, 'acc_per_byte': 0.25870646766169153, 'acc_uncond': 0.3383084577114428, 'no_answer': 0.0, 'sum_logits_corr': -37.0327992629056, 'logits_per_token_corr': -4.074925312040698, 'logits_per_char_corr': -0.6924625407043069, 'bits_per_byte_corr': 0.9990122734761933, 'correct_prob': 0.00017880196483991952, 'correct_prob_per_token': 0.029478441366558316, 'correct_prob_per_char': 0.512617092129626, 'margin': -3.25266925921699e-05, 'margin_per_token': -0.014252925005194681, 'margin_per_char': -0.05346118738958775, 'total_prob': 0.0005150504145755952, 'total_prob_per_token': 0.1107877714752311, 'total_prob_per_char': 2.0363053775863813, 'uncond_correct_prob': 1.295379709739382e-07, 'uncond_correct_prob_per_token': 0.00927122472053395, 'uncond_correct_prob_per_char': 0.4056679227019632, 'uncond_total_prob': 3.50183153464007e-07, 'norm_correct_prob': 0.2522387917883382, 'norm_correct_prob_per_token': 0.2729001814361158, 'norm_correct_prob_per_char': 0.25180693681432575, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.5422885572139304, 'predicted_index_per_token': 1.6169154228855722, 'predicted_index_per_char': 1.4427860696517414, 'predicted_index_per_byte': 1.5820895522388059, 'predicted_index_uncond': 1.492537313432836, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2537313432835821, 'acc_per_token': 0.263681592039801, 'acc_per_char': 0.263681592039801, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.3482587064676617, 'no_answer': 0.0, 'sum_logits_corr': -37.32284111288649, 'logits_per_token_corr': -4.132446152366375, 'logits_per_char_corr': -0.7021795313036235, 'logits_per_byte_corr': 1.0130309276262022, 'correct_prob': 4.264718234095426e-05, 'correct_prob_per_token': 0.028746108559039703, 'correct_prob_per_char': 0.5086551306095579, 'margin': -3.975731812023878e-05, 'margin_per_token': -0.013270830730405999, 'margin_per_char': -0.056106140191277014, 'total_prob': 0.00016556547185047005, 'total_prob_per_token': 0.10800259063296494, 'total_prob_per_char': 2.031230016765114, 'uncond_correct_prob': 1.6281771348543592e-07, 'uncond_correct_prob_per_token': 0.008277072336906968, 'uncond_correct_prob_per_char': 0.3952688441748844, 'uncond_total_prob': 2.7134274060546877e-07, 'norm_correct_prob': 0.2506619084862883, 'norm_correct_prob_per_token': 0.2673814658766449, 'norm_correct_prob_per_char': 0.25019817346972356, 'primary_metric': 0.2537313432835821}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.5422885572139304, 'predicted_index_per_token': 1.6119402985074627, 'predicted_index_per_char': 1.4875621890547264, 'predicted_index_per_byte': 1.4875621890547264, 'predicted_index_uncond': 1.492537313432836, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.26865671641791045, 'acc_per_token': 0.2885572139303483, 'acc_per_char': 0.27860696517412936, 'acc_per_byte': 0.27860696517412936, 'acc_uncond': 0.31840796019900497, 'no_answer': 0.0, 'sum_logits_corr': -36.79331482464995, 'logits_per_token_corr': -4.061694289707302, 'logits_per_char_corr': -0.6910708932640515, 'bits_per_byte_corr': 0.9970045506154694, 'correct_prob': 7.085856165692749e-05, 'correct_prob_per_token': 0.030000718507732022, 'correct_prob_per_char': 0.5138712596697057, 'margin': -0.00018058333615117997, 'margin_per_token': -0.013941661099985167, 'margin_per_char': -0.0567366101141153, 'total_prob': 0.0003859230574829017, 'total_prob_per_token': 0.11388880408631574, 'total_prob_per_char': 2.052269384774543, 'uncond_correct_prob': 2.179853873144173e-07, 'uncond_correct_prob_per_token': 0.00996483056629076, 'uncond_correct_prob_per_char': 0.40849112631478246, 'uncond_total_prob': 3.9552727576004823e-07, 'norm_correct_prob': 0.2695004037709465, 'norm_correct_prob_per_token': 0.26696686917611134, 'norm_correct_prob_per_char': 0.25032985663258317, 'primary_metric': 0.26865671641791045}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.537313432835821, 'predicted_index_per_token': 1.6567164179104477, 'predicted_index_per_char': 1.462686567164179, 'predicted_index_per_byte': 1.462686567164179, 'predicted_index_uncond': 1.4029850746268657, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24875621890547264, 'acc_per_token': 0.2835820895522388, 'acc_per_char': 0.3034825870646766, 'acc_per_byte': 0.3034825870646766, 'acc_uncond': 0.3383084577114428, 'no_answer': 0.0, 'sum_logits_corr': -36.62705651800431, 'logits_per_token_corr': -4.031892665940177, 'logits_per_char_corr': -0.6848962028730187, 'bits_per_byte_corr': 0.9880963554092953, 'correct_prob': 0.00012581472016094046, 'correct_prob_per_token': 0.030984878169964314, 'correct_prob_per_char': 0.5165230821902188, 'margin': -4.471399090021619e-05, 'margin_per_token': -0.013541728430626461, 'margin_per_char': -0.0518393963823298, 'total_prob': 0.00043273038060508064, 'total_prob_per_token': 0.11381534895947852, 'total_prob_per_char': 2.0473987310942516, 'uncond_correct_prob': 1.5139963013967076e-07, 'uncond_correct_prob_per_token': 0.00947125530088427, 'uncond_correct_prob_per_char': 0.4071110881672594, 'uncond_total_prob': 4.087519980886738e-07, 'norm_correct_prob': 0.2586130092428011, 'norm_correct_prob_per_token': 0.2748837302822434, 'norm_correct_prob_per_char': 0.25228287338531413, 'primary_metric': 0.24875621890547264}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.5771144278606966, 'predicted_index_per_token': 1.5870646766169154, 'predicted_index_per_char': 1.4228855721393034, 'predicted_index_per_byte': 1.6169154228855722, 'predicted_index_uncond': 1.3482587064676617, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.25870646766169153, 'acc_per_token': 0.24378109452736318, 'acc_per_char': 0.24875621890547264, 'acc_per_byte': 0.22885572139303484, 'acc_uncond': 0.3482587064676617, 'no_answer': 0.0, 'sum_logits_corr': -37.14754810143466, 'logits_per_token_corr': -4.100317991609502, 'logits_per_char_corr': -0.6972366685304907, 'logits_per_byte_corr': 1.0058998840156037, 'correct_prob': 4.344822623795696e-05, 'correct_prob_per_token': 0.028607170134650115, 'correct_prob_per_char': 0.5103601688145435, 'margin': -5.430118430876122e-05, 'margin_per_token': -0.013633754076796414, 'margin_per_char': -0.05547237616107226, 'total_prob': 0.000177066201971739, 'total_prob_per_token': 0.10824407574917094, 'total_prob_per_char': 2.034639692260169, 'uncond_correct_prob': 1.627685941718633e-07, 'uncond_correct_prob_per_token': 0.00862357334946671, 'uncond_correct_prob_per_char': 0.40075295708539826, 'uncond_total_prob': 4.015954763250828e-07, 'norm_correct_prob': 0.2623366380001682, 'norm_correct_prob_per_token': 0.268107227093709, 'norm_correct_prob_per_char': 0.2507037522901252, 'primary_metric': 0.25870646766169153}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.5174129353233832, 'predicted_index_per_token': 1.6616915422885572, 'predicted_index_per_char': 1.5124378109452736, 'predicted_index_per_byte': 1.5124378109452736, 'predicted_index_uncond': 1.462686567164179, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.26865671641791045, 'acc_per_token': 0.30845771144278605, 'acc_per_char': 0.2835820895522388, 'acc_per_byte': 0.2835820895522388, 'acc_uncond': 0.32338308457711445, 'no_answer': 0.0, 'sum_logits_corr': -36.506004264698696, 'logits_per_token_corr': -4.03056096942743, 'logits_per_char_corr': -0.6855163172224863, 'bits_per_byte_corr': 0.9889909913060572, 'correct_prob': 6.656056404254199e-05, 'correct_prob_per_token': 0.03106062895585529, 'correct_prob_per_char': 0.5167487816264217, 'margin': -0.00015915140157072536, 'margin_per_token': -0.013337122987858132, 'margin_per_char': -0.05441065659893183, 'total_prob': 0.00035592177228965365, 'total_prob_per_token': 0.11541960799835631, 'total_prob_per_char': 2.0550857574182526, 'uncond_correct_prob': 1.8545746232099603e-07, 'uncond_correct_prob_per_token': 0.010069725004453144, 'uncond_correct_prob_per_char': 0.4101417328113493, 'uncond_total_prob': 3.804297302564066e-07, 'norm_correct_prob': 0.27070155531081985, 'norm_correct_prob_per_token': 0.27290870210649437, 'norm_correct_prob_per_char': 0.2512447528820057, 'primary_metric': 0.26865671641791045}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.537313432835821, 'predicted_index_per_token': 1.6567164179104477, 'predicted_index_per_char': 1.537313432835821, 'predicted_index_per_byte': 1.537313432835821, 'predicted_index_uncond': 1.4676616915422886, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.263681592039801, 'acc_per_byte': 0.263681592039801, 'acc_uncond': 0.3283582089552239, 'no_answer': 0.0, 'sum_logits_corr': -36.805875683305274, 'logits_per_token_corr': -4.046422862879099, 'logits_per_char_corr': -0.6873484751295151, 'bits_per_byte_corr': 0.9916342364326548, 'correct_prob': 6.650887789320362e-05, 'correct_prob_per_token': 0.030984105121736324, 'correct_prob_per_char': 0.5155098684313756, 'margin': -0.00013428289196316568, 'margin_per_token': -0.01326248266072486, 'margin_per_char': -0.05126768125579564, 'total_prob': 0.00037113052329006764, 'total_prob_per_token': 0.11314154216605647, 'total_prob_per_char': 2.0455883564578654, 'uncond_correct_prob': 1.356567790327164e-07, 'uncond_correct_prob_per_token': 0.009404223218703609, 'uncond_correct_prob_per_char': 0.40579283789839926, 'uncond_total_prob': 3.663591088534837e-07, 'norm_correct_prob': 0.2589254397104769, 'norm_correct_prob_per_token': 0.2738904444990163, 'norm_correct_prob_per_char': 0.25179207472472154, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.5820895522388059, 'predicted_index_per_token': 1.5820895522388059, 'predicted_index_per_char': 1.4029850746268657, 'predicted_index_per_byte': 1.5671641791044777, 'predicted_index_uncond': 1.36318407960199, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.263681592039801, 'acc_per_token': 0.2835820895522388, 'acc_per_char': 0.24378109452736318, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.34328358208955223, 'no_answer': 0.0, 'sum_logits_corr': -37.13374840323605, 'logits_per_token_corr': -4.098581539147283, 'logits_per_char_corr': -0.6969947920093382, 'logits_per_byte_corr': 1.0055509299580294, 'correct_prob': 5.1320520928312215e-05, 'correct_prob_per_token': 0.02885245613130011, 'correct_prob_per_char': 0.5106952546063235, 'margin': -7.43051602581093e-05, 'margin_per_token': -0.013606824625524367, 'margin_per_char': -0.056680741078862576, 'total_prob': 0.00020900177397305912, 'total_prob_per_token': 0.10941685994707208, 'total_prob_per_char': 2.04037953734971, 'uncond_correct_prob': 2.0608368024553911e-07, 'uncond_correct_prob_per_token': 0.00981615527164725, 'uncond_correct_prob_per_char': 0.4077947647702231, 'uncond_total_prob': 4.1680219605690214e-07, 'norm_correct_prob': 0.25844252194047523, 'norm_correct_prob_per_token': 0.2674370336177039, 'norm_correct_prob_per_char': 0.2501487045173808, 'primary_metric': 0.263681592039801}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.5124378109452736, 'predicted_index_per_token': 1.63681592039801, 'predicted_index_per_char': 1.5522388059701493, 'predicted_index_per_byte': 1.5522388059701493, 'predicted_index_uncond': 1.3980099502487562, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.26865671641791045, 'acc_per_token': 0.31840796019900497, 'acc_per_char': 0.2935323383084577, 'acc_per_byte': 0.2935323383084577, 'acc_uncond': 0.30845771144278605, 'no_answer': 0.0, 'sum_logits_corr': -36.16697993444566, 'logits_per_token_corr': -3.989604094208645, 'logits_per_char_corr': -0.6800279653760124, 'bits_per_byte_corr': 0.9810729733144895, 'correct_prob': 8.459529712928114e-05, 'correct_prob_per_token': 0.03183139319275671, 'correct_prob_per_char': 0.519869945170141, 'margin': -0.0001843438012352339, 'margin_per_token': -0.013934596850782905, 'margin_per_char': -0.05463546947216568, 'total_prob': 0.000453372566275075, 'total_prob_per_token': 0.11860783098476252, 'total_prob_per_char': 2.0679557290018558, 'uncond_correct_prob': 2.758825201972251e-07, 'uncond_correct_prob_per_token': 0.011260377515620718, 'uncond_correct_prob_per_char': 0.4173913921212353, 'uncond_total_prob': 5.171911430610653e-07, 'norm_correct_prob': 0.2705632685874741, 'norm_correct_prob_per_token': 0.27309204455409886, 'norm_correct_prob_per_char': 0.2511724052496315, 'primary_metric': 0.26865671641791045}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.5422885572139304, 'predicted_index_per_token': 1.6666666666666667, 'predicted_index_per_char': 1.4975124378109452, 'predicted_index_per_byte': 1.4975124378109452, 'predicted_index_uncond': 1.4328358208955223, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.2736318407960199, 'acc_per_byte': 0.2736318407960199, 'acc_uncond': 0.3482587064676617, 'no_answer': 0.0, 'sum_logits_corr': -36.412356606763396, 'logits_per_token_corr': -4.016486288398285, 'logits_per_char_corr': -0.682580962455176, 'bits_per_byte_corr': 0.9847561695400053, 'correct_prob': 8.452092431414918e-05, 'correct_prob_per_token': 0.030818930367415148, 'correct_prob_per_char': 0.5175487918395876, 'margin': -7.415269846794114e-05, 'margin_per_token': -0.014648557980113632, 'margin_per_char': -0.05338757720153178, 'total_prob': 0.00033372793680542075, 'total_prob_per_token': 0.11566912819769976, 'total_prob_per_char': 2.0558200240461764, 'uncond_correct_prob': 2.094843028560684e-07, 'uncond_correct_prob_per_token': 0.010095898919194152, 'uncond_correct_prob_per_char': 0.4120138059357716, 'uncond_total_prob': 5.332743305778848e-07, 'norm_correct_prob': 0.2560599365927655, 'norm_correct_prob_per_token': 0.27185678874219177, 'norm_correct_prob_per_char': 0.25184016344190335, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.5621890547263682, 'predicted_index_per_token': 1.6019900497512438, 'predicted_index_per_char': 1.5223880597014925, 'predicted_index_per_byte': 1.5970149253731343, 'predicted_index_uncond': 1.373134328358209, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2736318407960199, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.263681592039801, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.3383084577114428, 'no_answer': 0.0, 'sum_logits_corr': -36.69048158683587, 'logits_per_token_corr': -4.048166725490508, 'logits_per_char_corr': -0.6878407478821161, 'logits_per_byte_corr': 0.9923444358915975, 'correct_prob': 5.776210949536732e-05, 'correct_prob_per_token': 0.030485232198118134, 'correct_prob_per_char': 0.5153615714239813, 'margin': -6.325908524564632e-05, 'margin_per_token': -0.013808730803048301, 'margin_per_char': -0.056061314918060476, 'total_prob': 0.00023020790299123985, 'total_prob_per_token': 0.11442482397963756, 'total_prob_per_char': 2.0560838666020773, 'uncond_correct_prob': 1.7991852662654274e-07, 'uncond_correct_prob_per_token': 0.009844146514697751, 'uncond_correct_prob_per_char': 0.40880152135542464, 'uncond_total_prob': 3.975379263237492e-07, 'norm_correct_prob': 0.26740654846698797, 'norm_correct_prob_per_token': 0.26976350095567786, 'norm_correct_prob_per_char': 0.2505227536730673, 'primary_metric': 0.2736318407960199}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.5174129353233832, 'predicted_index_per_token': 1.6517412935323383, 'predicted_index_per_char': 1.5671641791044777, 'predicted_index_per_byte': 1.5671641791044777, 'predicted_index_uncond': 1.3930348258706469, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.27860696517412936, 'acc_per_token': 0.31840796019900497, 'acc_per_char': 0.2935323383084577, 'acc_per_byte': 0.2935323383084577, 'acc_uncond': 0.30845771144278605, 'no_answer': 0.0, 'sum_logits_corr': -36.13960801546846, 'logits_per_token_corr': -3.988878167682469, 'logits_per_char_corr': -0.6796868018930161, 'bits_per_byte_corr': 0.980580778449438, 'correct_prob': 8.78501050685515e-05, 'correct_prob_per_token': 0.031805056701273385, 'correct_prob_per_char': 0.5198543291689469, 'margin': -0.000189771936036142, 'margin_per_token': -0.01414109539069749, 'margin_per_char': -0.055185017708882934, 'total_prob': 0.0004500886937819763, 'total_prob_per_token': 0.11921868682122852, 'total_prob_per_char': 2.0700167976808594, 'uncond_correct_prob': 2.594734742041508e-07, 'uncond_correct_prob_per_token': 0.01089398760913408, 'uncond_correct_prob_per_char': 0.4153932276492158, 'uncond_total_prob': 4.829311602933397e-07, 'norm_correct_prob': 0.2702893528069204, 'norm_correct_prob_per_token': 0.2712025498450202, 'norm_correct_prob_per_char': 0.25089842570187754, 'primary_metric': 0.27860696517412936}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.5422885572139304, 'predicted_index_per_token': 1.6318407960199004, 'predicted_index_per_char': 1.472636815920398, 'predicted_index_per_byte': 1.472636815920398, 'predicted_index_uncond': 1.4825870646766168, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.2537313432835821, 'acc_per_token': 0.2736318407960199, 'acc_per_char': 0.2537313432835821, 'acc_per_byte': 0.2537313432835821, 'acc_uncond': 0.3482587064676617, 'no_answer': 0.0, 'sum_logits_corr': -36.31424256699595, 'logits_per_token_corr': -4.00406374334291, 'logits_per_char_corr': -0.6810487397986099, 'bits_per_byte_corr': 0.9825456395118386, 'correct_prob': 9.584570898978774e-05, 'correct_prob_per_token': 0.030712268449080968, 'correct_prob_per_char': 0.5182683214724174, 'margin': -6.595069906357236e-05, 'margin_per_token': -0.014937131530670654, 'margin_per_char': -0.05403268787089815, 'total_prob': 0.00035760769643863226, 'total_prob_per_token': 0.11641573540590279, 'total_prob_per_char': 2.0612286526699464, 'uncond_correct_prob': 2.1970998837665883e-07, 'uncond_correct_prob_per_token': 0.010456700444707975, 'uncond_correct_prob_per_char': 0.41435075333494303, 'uncond_total_prob': 5.214875537023499e-07, 'norm_correct_prob': 0.25443148591365267, 'norm_correct_prob_per_token': 0.27129574331196, 'norm_correct_prob_per_char': 0.2514688310738896, 'primary_metric': 0.2537313432835821}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.5422885572139304, 'predicted_index_per_token': 1.626865671641791, 'predicted_index_per_char': 1.4676616915422886, 'predicted_index_per_byte': 1.592039800995025, 'predicted_index_uncond': 1.3333333333333333, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.26865671641791045, 'acc_per_token': 0.26865671641791045, 'acc_per_char': 0.23880597014925373, 'acc_per_byte': 0.23880597014925373, 'acc_uncond': 0.3333333333333333, 'no_answer': 0.0, 'sum_logits_corr': -36.567013852038784, 'logits_per_token_corr': -4.036413466692822, 'logits_per_char_corr': -0.6863309026424423, 'logits_per_byte_corr': 0.9901661896518089, 'correct_prob': 5.735242613424813e-05, 'correct_prob_per_token': 0.030471991399092534, 'correct_prob_per_char': 0.5160101737745956, 'margin': -7.9002561140361e-05, 'margin_per_token': -0.014492682220152703, 'margin_per_char': -0.05682030284928881, 'total_prob': 0.00023760897817900082, 'total_prob_per_token': 0.11537561559244447, 'total_prob_per_char': 2.059403235411003, 'uncond_correct_prob': 1.9684810988306876e-07, 'uncond_correct_prob_per_token': 0.009849346896239407, 'uncond_correct_prob_per_char': 0.40864238681090015, 'uncond_total_prob': 4.312502564994954e-07, 'norm_correct_prob': 0.2665052293489759, 'norm_correct_prob_per_token': 0.26933080423611055, 'norm_correct_prob_per_char': 0.2504515034905586, 'primary_metric': 0.26865671641791045}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4776119402985075, 'predicted_index_per_token': 1.6318407960199004, 'predicted_index_per_char': 1.537313432835821, 'predicted_index_per_byte': 1.537313432835821, 'predicted_index_uncond': 1.4427860696517414, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.263681592039801, 'acc_per_token': 0.3034825870646766, 'acc_per_char': 0.3034825870646766, 'acc_per_byte': 0.3034825870646766, 'acc_uncond': 0.31343283582089554, 'no_answer': 0.0, 'sum_logits_corr': -36.10571140792239, 'logits_per_token_corr': -3.981857374082149, 'logits_per_char_corr': -0.6784319955417126, 'bits_per_byte_corr': 0.9787704755491353, 'correct_prob': 9.025686189480093e-05, 'correct_prob_per_token': 0.0319517319745672, 'correct_prob_per_char': 0.5203846025905637, 'margin': -0.00019307299367080005, 'margin_per_token': -0.01406319564233839, 'margin_per_char': -0.05497215926077584, 'total_prob': 0.000468831267592652, 'total_prob_per_token': 0.11955269808401071, 'total_prob_per_char': 2.0716207886229765, 'uncond_correct_prob': 2.508190546151997e-07, 'uncond_correct_prob_per_token': 0.010788470875959418, 'uncond_correct_prob_per_char': 0.4145624916389688, 'uncond_total_prob': 4.6444870673195163e-07, 'norm_correct_prob': 0.2677715347544224, 'norm_correct_prob_per_token': 0.27193951144600603, 'norm_correct_prob_per_char': 0.2509508930530917, 'primary_metric': 0.263681592039801}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.5223880597014925, 'predicted_index_per_token': 1.6119402985074627, 'predicted_index_per_char': 1.492537313432836, 'predicted_index_per_byte': 1.492537313432836, 'predicted_index_uncond': 1.4477611940298507, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.24378109452736318, 'acc_per_token': 0.27860696517412936, 'acc_per_char': 0.2537313432835821, 'acc_per_byte': 0.2537313432835821, 'acc_uncond': 0.3482587064676617, 'no_answer': 0.0, 'sum_logits_corr': -36.29697074937583, 'logits_per_token_corr': -3.9977988617650873, 'logits_per_char_corr': -0.6800667910871849, 'bits_per_byte_corr': 0.9811289869754573, 'correct_prob': 0.00011019791181944668, 'correct_prob_per_token': 0.03090175114281323, 'correct_prob_per_char': 0.5188706503385117, 'margin': -4.751737760566774e-05, 'margin_per_token': -0.01517434118491949, 'margin_per_char': -0.054665480117358785, 'total_prob': 0.00036941706554121143, 'total_prob_per_token': 0.11728304498836796, 'total_prob_per_char': 2.064378458540232, 'uncond_correct_prob': 2.1034535135165475e-07, 'uncond_correct_prob_per_token': 0.010143572456828188, 'uncond_correct_prob_per_char': 0.4119428197176531, 'uncond_total_prob': 4.684358581815061e-07, 'norm_correct_prob': 0.2530546871039637, 'norm_correct_prob_per_token': 0.2707332812216202, 'norm_correct_prob_per_char': 0.2512661569067067, 'primary_metric': 0.24378109452736318}
|
90M
|
FineWeb-Pro
|
mmlu_sociology
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.5671641791044777, 'predicted_index_per_token': 1.592039800995025, 'predicted_index_per_char': 1.5024875621890548, 'predicted_index_per_byte': 1.626865671641791, 'predicted_index_uncond': 1.3532338308457712, 'correct_choice': 1.5422885572139304, 'acc_raw': 0.26865671641791045, 'acc_per_token': 0.27860696517412936, 'acc_per_char': 0.2537313432835821, 'acc_per_byte': 0.23383084577114427, 'acc_uncond': 0.3383084577114428, 'no_answer': 0.0, 'sum_logits_corr': -36.62591793525278, 'logits_per_token_corr': -4.040505385660245, 'logits_per_char_corr': -0.686629687535024, 'logits_per_byte_corr': 0.9905972451346293, 'correct_prob': 6.121686821623438e-05, 'correct_prob_per_token': 0.030667661757738354, 'correct_prob_per_char': 0.5159371323773086, 'margin': -7.102905379113324e-05, 'margin_per_token': -0.013956005704232997, 'margin_per_char': -0.05598819534687788, 'total_prob': 0.0002429850382528183, 'total_prob_per_token': 0.11492974653961624, 'total_prob_per_char': 2.0569242588520464, 'uncond_correct_prob': 1.9875796173378205e-07, 'uncond_correct_prob_per_token': 0.009852414003939105, 'uncond_correct_prob_per_char': 0.4079740155476517, 'uncond_total_prob': 3.971349683696528e-07, 'norm_correct_prob': 0.2655871952847546, 'norm_correct_prob_per_token': 0.27067705013472937, 'norm_correct_prob_per_char': 0.2507242599993992, 'primary_metric': 0.26865671641791045}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.83, 'predicted_index_per_token': 1.54, 'predicted_index_per_char': 1.36, 'predicted_index_per_byte': 1.36, 'predicted_index_uncond': 1.6, 'correct_choice': 1.49, 'acc_raw': 0.2, 'acc_per_token': 0.21, 'acc_per_char': 0.27, 'acc_per_byte': 0.27, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -93.12030056953431, 'logits_per_token_corr': -10.931149547535012, 'logits_per_char_corr': -2.1424333202279295, 'bits_per_byte_corr': 3.0902750589080648, 'correct_prob': 1.9335893860523587e-07, 'correct_prob_per_token': 1.815395918426469e-05, 'correct_prob_per_char': 0.13143955174226302, 'margin': -5.336575735262782e-07, 'margin_per_token': -2.771530626441917e-06, 'margin_per_char': -0.0541934716753777, 'total_prob': 1.1684888407542128e-06, 'total_prob_per_token': 7.290781098579692e-05, 'total_prob_per_char': 0.5576023893363448, 'uncond_correct_prob': 2.6357300732795445e-07, 'uncond_correct_prob_per_token': 1.7724493971850554e-05, 'uncond_correct_prob_per_char': 0.13099142661509458, 'uncond_total_prob': 1.0152105816869113e-06, 'norm_correct_prob': 0.2132161345469998, 'norm_correct_prob_per_token': 0.24886299191193603, 'norm_correct_prob_per_char': 0.24173894503189122, 'primary_metric': 0.2}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.88, 'predicted_index_per_token': 1.49, 'predicted_index_per_char': 1.37, 'predicted_index_per_byte': 1.37, 'predicted_index_uncond': 1.44, 'correct_choice': 1.49, 'acc_raw': 0.21, 'acc_per_token': 0.21, 'acc_per_char': 0.24, 'acc_per_byte': 0.24, 'acc_uncond': 0.18, 'no_answer': 0.0, 'sum_logits_corr': -93.81614042282105, 'logits_per_token_corr': -11.015372619660571, 'logits_per_char_corr': -2.161506508224561, 'bits_per_byte_corr': 3.1177910170590843, 'correct_prob': 1.9942165574517442e-07, 'correct_prob_per_token': 1.667081524594363e-05, 'correct_prob_per_char': 0.12977102405982557, 'margin': -3.7875777922451236e-07, 'margin_per_token': -3.106508242983792e-06, 'margin_per_char': -0.05404362555646672, 'total_prob': 1.076183487315933e-06, 'total_prob_per_token': 6.770604862838878e-05, 'total_prob_per_char': 0.5512949526448511, 'uncond_correct_prob': 2.2420842164958984e-07, 'uncond_correct_prob_per_token': 1.7732246110189976e-05, 'uncond_correct_prob_per_char': 0.131203460062049, 'uncond_total_prob': 9.614837081161577e-07, 'norm_correct_prob': 0.20891982871344947, 'norm_correct_prob_per_token': 0.24709755160349087, 'norm_correct_prob_per_char': 0.24114841816538957, 'primary_metric': 0.21}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.79, 'predicted_index_per_token': 1.41, 'predicted_index_per_char': 1.31, 'predicted_index_per_byte': 1.82, 'predicted_index_uncond': 1.47, 'correct_choice': 1.49, 'acc_raw': 0.21, 'acc_per_token': 0.3, 'acc_per_char': 0.26, 'acc_per_byte': 0.23, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -93.10697677612305, 'logits_per_token_corr': -10.986203916364088, 'logits_per_char_corr': -2.1533201649663725, 'logits_per_byte_corr': 3.1059925711265373, 'correct_prob': 8.628862780417134e-08, 'correct_prob_per_token': 1.7262049515816752e-05, 'correct_prob_per_char': 0.13021207673185692, 'margin': -5.076973885636475e-07, 'margin_per_token': -2.703742970978693e-06, 'margin_per_char': -0.053221259509905965, 'total_prob': 8.978761239678037e-07, 'total_prob_per_token': 6.869652940800331e-05, 'total_prob_per_char': 0.5521621583287194, 'uncond_correct_prob': 3.697446368746339e-07, 'uncond_correct_prob_per_token': 1.8609899255378245e-05, 'uncond_correct_prob_per_char': 0.1319532152645254, 'uncond_total_prob': 1.2808013447766071e-06, 'norm_correct_prob': 0.21551938042766558, 'norm_correct_prob_per_token': 0.25117272056197604, 'norm_correct_prob_per_char': 0.24237428456146912, 'primary_metric': 0.21}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.96, 'predicted_index_per_token': 1.73, 'predicted_index_per_char': 1.75, 'predicted_index_per_byte': 1.75, 'predicted_index_uncond': 1.37, 'correct_choice': 1.49, 'acc_raw': 0.22, 'acc_per_token': 0.23, 'acc_per_char': 0.21, 'acc_per_byte': 0.21, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -36.616747689247134, 'logits_per_token_corr': -4.41006145274331, 'logits_per_char_corr': -0.8657556731650466, 'bits_per_byte_corr': 1.2488062920875576, 'correct_prob': 7.077830572016818e-05, 'correct_prob_per_token': 0.027075176701954966, 'correct_prob_per_char': 0.44668187403403137, 'margin': -1.4867939491397296e-05, 'margin_per_token': -0.019646872509679218, 'margin_per_char': -0.07409273329131728, 'total_prob': 0.00017021765460417196, 'total_prob_per_token': 0.0980069641467633, 'total_prob_per_char': 1.7916577598389887, 'uncond_correct_prob': 9.379771097036244e-07, 'uncond_correct_prob_per_token': 0.009289777219055917, 'uncond_correct_prob_per_char': 0.3747894892630353, 'uncond_total_prob': 0.0002443686851565347, 'norm_correct_prob': 0.2194683065986979, 'norm_correct_prob_per_token': 0.2668892337594809, 'norm_correct_prob_per_char': 0.25253059352948926, 'primary_metric': 0.22}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.94, 'predicted_index_per_token': 1.75, 'predicted_index_per_char': 1.61, 'predicted_index_per_byte': 1.61, 'predicted_index_uncond': 1.48, 'correct_choice': 1.49, 'acc_raw': 0.26, 'acc_per_token': 0.26, 'acc_per_char': 0.23, 'acc_per_byte': 0.23, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -36.542008967399596, 'logits_per_token_corr': -4.338066929723293, 'logits_per_char_corr': -0.841839115449407, 'bits_per_byte_corr': 1.2142977521890466, 'correct_prob': 0.00019339851089733806, 'correct_prob_per_token': 0.03113922682507924, 'correct_prob_per_char': 0.45120355921434196, 'margin': 0.00012435506228945982, 'margin_per_token': -0.011856570766040965, 'margin_per_char': -0.064095145258458, 'total_prob': 0.00026847384130063346, 'total_prob_per_token': 0.09669425238821983, 'total_prob_per_char': 1.7788408876861845, 'uncond_correct_prob': 7.904423635968077e-07, 'uncond_correct_prob_per_token': 0.007967367877428052, 'uncond_correct_prob_per_char': 0.36576136300261575, 'uncond_total_prob': 0.0001721728329299037, 'norm_correct_prob': 0.24939487119347348, 'norm_correct_prob_per_token': 0.277060161060457, 'norm_correct_prob_per_char': 0.2572366611504043, 'primary_metric': 0.26}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.97, 'predicted_index_per_token': 1.79, 'predicted_index_per_char': 1.65, 'predicted_index_per_byte': 1.39, 'predicted_index_uncond': 1.61, 'correct_choice': 1.49, 'acc_raw': 0.24, 'acc_per_token': 0.29, 'acc_per_char': 0.28, 'acc_per_byte': 0.22, 'acc_uncond': 0.35, 'no_answer': 0.0, 'sum_logits_corr': -36.49891015529633, 'logits_per_token_corr': -4.3468499698075185, 'logits_per_char_corr': -0.8461489768951169, 'logits_per_byte_corr': 1.2205398033912689, 'correct_prob': 0.00036097840176353734, 'correct_prob_per_token': 0.03512185783548459, 'correct_prob_per_char': 0.4532298065878508, 'margin': 0.00027995309372641546, 'margin_per_token': -0.006812129828987866, 'margin_per_char': -0.05587415628030623, 'total_prob': 0.0004481870720003565, 'total_prob_per_token': 0.09959138129664284, 'total_prob_per_char': 1.771644299054863, 'uncond_correct_prob': 4.068914034897549e-06, 'uncond_correct_prob_per_token': 0.008424505869776812, 'uncond_correct_prob_per_char': 0.37422672500377785, 'uncond_total_prob': 5.8204746285460025e-05, 'norm_correct_prob': 0.2529014336078055, 'norm_correct_prob_per_token': 0.2877165142720226, 'norm_correct_prob_per_char': 0.25956535711088, 'primary_metric': 0.24}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 2.01, 'predicted_index_per_token': 1.81, 'predicted_index_per_char': 1.67, 'predicted_index_per_byte': 1.67, 'predicted_index_uncond': 1.5, 'correct_choice': 1.49, 'acc_raw': 0.26, 'acc_per_token': 0.27, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -34.46821393489838, 'logits_per_token_corr': -4.138939453725633, 'logits_per_char_corr': -0.8076071441456618, 'bits_per_byte_corr': 1.1649599424361063, 'correct_prob': 0.0001818109880648269, 'correct_prob_per_token': 0.034601816767339165, 'correct_prob_per_char': 0.46812893117128934, 'margin': 6.711900181383243e-05, 'margin_per_token': -0.01607210841581278, 'margin_per_char': -0.06718630967039547, 'total_prob': 0.00031564318861083203, 'total_prob_per_token': 0.11591178997413205, 'total_prob_per_char': 1.8597248219471156, 'uncond_correct_prob': 1.0321752022682736e-06, 'uncond_correct_prob_per_token': 0.01041201962160501, 'uncond_correct_prob_per_char': 0.3861081303827796, 'uncond_total_prob': 7.362540499076044e-05, 'norm_correct_prob': 0.25444731315706365, 'norm_correct_prob_per_token': 0.2781569885984413, 'norm_correct_prob_per_char': 0.2554104864386707, 'primary_metric': 0.26}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.93, 'predicted_index_per_token': 1.75, 'predicted_index_per_char': 1.6, 'predicted_index_per_byte': 1.6, 'predicted_index_uncond': 1.39, 'correct_choice': 1.49, 'acc_raw': 0.24, 'acc_per_token': 0.24, 'acc_per_char': 0.27, 'acc_per_byte': 0.27, 'acc_uncond': 0.33, 'no_answer': 0.0, 'sum_logits_corr': -34.67078510761261, 'logits_per_token_corr': -4.17877787024842, 'logits_per_char_corr': -0.8173452088968649, 'bits_per_byte_corr': 1.1789908799994726, 'correct_prob': 0.00028733064810950327, 'correct_prob_per_token': 0.035805920870066725, 'correct_prob_per_char': 0.4658294216704509, 'margin': 0.0001751726236179011, 'margin_per_token': -0.012261118871691344, 'margin_per_char': -0.06474264075150057, 'total_prob': 0.0004094384574188388, 'total_prob_per_token': 0.11296049251754385, 'total_prob_per_char': 1.841731560827948, 'uncond_correct_prob': 7.799601161476682e-07, 'uncond_correct_prob_per_token': 0.009838404427982794, 'uncond_correct_prob_per_char': 0.38127663444050036, 'uncond_total_prob': 9.796551433636403e-05, 'norm_correct_prob': 0.2476716073412237, 'norm_correct_prob_per_token': 0.2761760882062349, 'norm_correct_prob_per_char': 0.25572036782838103, 'primary_metric': 0.24}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.89, 'predicted_index_per_token': 1.81, 'predicted_index_per_char': 1.84, 'predicted_index_per_byte': 1.69, 'predicted_index_uncond': 1.49, 'correct_choice': 1.49, 'acc_raw': 0.25, 'acc_per_token': 0.25, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -33.986561064720156, 'logits_per_token_corr': -4.0357122134900685, 'logits_per_char_corr': -0.7818782808481347, 'logits_per_byte_corr': 1.1278209695305674, 'correct_prob': 0.00024216238986568008, 'correct_prob_per_token': 0.0377828251231085, 'correct_prob_per_char': 0.47660799500520684, 'margin': 0.00016150884061975852, 'margin_per_token': -0.012373777734373015, 'margin_per_char': -0.06372786452504414, 'total_prob': 0.00033726894507839965, 'total_prob_per_token': 0.11893016633767087, 'total_prob_per_char': 1.8853810242100548, 'uncond_correct_prob': 5.251718248296143e-06, 'uncond_correct_prob_per_token': 0.009600780095547904, 'uncond_correct_prob_per_char': 0.3854462778566651, 'uncond_total_prob': 3.019848171763703e-05, 'norm_correct_prob': 0.2494194595422399, 'norm_correct_prob_per_token': 0.27875116691243373, 'norm_correct_prob_per_char': 0.25685428916342024, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.96, 'predicted_index_per_token': 1.81, 'predicted_index_per_char': 1.6, 'predicted_index_per_byte': 1.6, 'predicted_index_uncond': 1.51, 'correct_choice': 1.49, 'acc_raw': 0.27, 'acc_per_token': 0.24, 'acc_per_char': 0.23, 'acc_per_byte': 0.23, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -34.29684058666229, 'logits_per_token_corr': -4.17926252615774, 'logits_per_char_corr': -0.8188431482244465, 'bits_per_byte_corr': 1.181179379138984, 'correct_prob': 0.00025141655716535527, 'correct_prob_per_token': 0.03487022226614566, 'correct_prob_per_char': 0.46555968547905563, 'margin': 0.0001750976769287255, 'margin_per_token': -0.01494934859952902, 'margin_per_char': -0.06560643051912267, 'total_prob': 0.0003379823893262749, 'total_prob_per_token': 0.11531209973300971, 'total_prob_per_char': 1.8429128369172403, 'uncond_correct_prob': 1.145010389464606e-06, 'uncond_correct_prob_per_token': 0.011313797093849826, 'uncond_correct_prob_per_char': 0.39016598810851727, 'uncond_total_prob': 6.702844549986898e-05, 'norm_correct_prob': 0.25351328387135336, 'norm_correct_prob_per_token': 0.27877346354881466, 'norm_correct_prob_per_char': 0.25667465721670707, 'primary_metric': 0.27}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.96, 'predicted_index_per_token': 1.78, 'predicted_index_per_char': 1.64, 'predicted_index_per_byte': 1.64, 'predicted_index_uncond': 1.36, 'correct_choice': 1.49, 'acc_raw': 0.28, 'acc_per_token': 0.3, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.39, 'no_answer': 0.0, 'sum_logits_corr': -33.44585510730744, 'logits_per_token_corr': -4.025013416848168, 'logits_per_char_corr': -0.7897198142361223, 'bits_per_byte_corr': 1.139140059048194, 'correct_prob': 0.00013141894556174084, 'correct_prob_per_token': 0.03479437840237273, 'correct_prob_per_char': 0.477146378367992, 'margin': -4.7716759998963016e-05, 'margin_per_token': -0.019770604074533068, 'margin_per_char': -0.06619575321875437, 'total_prob': 0.0003480162702405914, 'total_prob_per_token': 0.12463617377576588, 'total_prob_per_char': 1.8940388671269544, 'uncond_correct_prob': 1.885475290074324e-06, 'uncond_correct_prob_per_token': 0.01164146933157177, 'uncond_correct_prob_per_char': 0.39185606043764004, 'uncond_total_prob': 4.1486524663269504e-05, 'norm_correct_prob': 0.25236502126455357, 'norm_correct_prob_per_token': 0.2762494709272105, 'norm_correct_prob_per_char': 0.25377770506962144, 'primary_metric': 0.28}
|
90M
|
FineWeb-Pro
|
mmlu_us_foreign_policy
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.96, 'predicted_index_per_token': 1.76, 'predicted_index_per_char': 1.68, 'predicted_index_per_byte': 1.47, 'predicted_index_uncond': 1.41, 'correct_choice': 1.49, 'acc_raw': 0.27, 'acc_per_token': 0.3, 'acc_per_char': 0.26, 'acc_per_byte': 0.23, 'acc_uncond': 0.34, 'no_answer': 0.0, 'sum_logits_corr': -33.54575661182403, 'logits_per_token_corr': -4.015068801049585, 'logits_per_char_corr': -0.7806001019683079, 'logits_per_byte_corr': 1.1259995840988812, 'correct_prob': 0.0003874236344298187, 'correct_prob_per_token': 0.04091886759789722, 'correct_prob_per_char': 0.4800507010604453, 'margin': 5.9971191129039325e-05, 'margin_per_token': -0.01627296817202903, 'margin_per_char': -0.06448895128899416, 'total_prob': 0.000759799506099849, 'total_prob_per_token': 0.1308588759224415, 'total_prob_per_char': 1.8892913440844223, 'uncond_correct_prob': 1.7626495619677019e-06, 'uncond_correct_prob_per_token': 0.012376397346323292, 'uncond_correct_prob_per_char': 0.3945618892425313, 'uncond_total_prob': 5.836107363295137e-05, 'norm_correct_prob': 0.25865470429532883, 'norm_correct_prob_per_token': 0.2821896848350936, 'norm_correct_prob_per_char': 0.25654280189652023, 'primary_metric': 0.27}
|
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.