params
stringclasses 14
values | data
stringclasses 25
values | task
stringclasses 66
values | step
int64 0
69.4k
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stringclasses 5
values | chinchilla
stringclasses 1
value | tokens
int64 0
100B
| compute
float64 0
706,209,840,435B
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1.41k
|
|---|---|---|---|---|---|---|---|---|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 0 |
small aux 2
|
5xC
| 0 | 0 |
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|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5884244372990353, 'predicted_index_per_token': 1.6655948553054662, 'predicted_index_per_char': 1.2733118971061093, 'predicted_index_per_byte': 1.279742765273312, 'predicted_index_uncond': 1.7041800643086817, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22508038585209003, 'acc_per_token': 0.24115755627009647, 'acc_per_char': 0.28938906752411575, 'acc_per_byte': 0.29260450160771706, 'acc_uncond': 0.2572347266881029, 'no_answer': 0.0, 'sum_logits_corr': -82.59781909525586, 'logits_per_token_corr': -10.787561517844928, 'logits_per_char_corr': -2.210531764101218, 'bits_per_byte_corr': 3.175133150982551, 'correct_prob': 1.4315710081797131e-06, 'correct_prob_per_token': 2.0835234922711817e-05, 'correct_prob_per_char': 0.12888893641217594, 'margin': -5.74381653851988e-07, 'margin_per_token': -1.886256914525093e-06, 'margin_per_char': -0.04043951701405907, 'total_prob': 4.4672991693407e-06, 'total_prob_per_token': 8.31513468496739e-05, 'total_prob_per_char': 0.5126399386987457, 'uncond_correct_prob': 1.432581193876548e-06, 'uncond_correct_prob_per_token': 1.979876728988662e-05, 'uncond_correct_prob_per_char': 0.127978357140806, 'uncond_total_prob': 4.376676841732769e-06, 'norm_correct_prob': 0.23115942978665935, 'norm_correct_prob_per_token': 0.2503820680753406, 'norm_correct_prob_per_char': 0.25216797792589585, 'primary_metric': 0.22508038585209003}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 0 |
default
|
5xC
| 0 | 0 |
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|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.5755627009646302, 'predicted_index_per_token': 1.720257234726688, 'predicted_index_per_char': 1.3954983922829582, 'predicted_index_per_byte': 1.3762057877813505, 'predicted_index_uncond': 1.540192926045016, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.24758842443729903, 'acc_per_char': 0.2829581993569132, 'acc_per_byte': 0.2765273311897106, 'acc_uncond': 0.24437299035369775, 'no_answer': 0.0, 'sum_logits_corr': -40.55581085014956, 'logits_per_token_corr': -6.127377175336826, 'logits_per_char_corr': -1.201729124627669, 'bits_per_byte_corr': 1.7277350135393414, 'correct_prob': 4.886388685593819e-06, 'correct_prob_per_token': 0.006175865643313245, 'correct_prob_per_char': 0.3183717673771591, 'margin': -6.251748953136256e-06, 'margin_per_token': -0.004295896858956261, 'margin_per_char': -0.05715453565110555, 'total_prob': 1.696502972784889e-05, 'total_prob_per_token': 0.025062686021346692, 'total_prob_per_char': 1.276757030344459, 'uncond_correct_prob': 1.3310451895614528e-06, 'uncond_correct_prob_per_token': 0.004690135187148466, 'uncond_correct_prob_per_char': 0.2966111035359932, 'uncond_total_prob': 3.158074911829552e-06, 'norm_correct_prob': 0.2325829734070428, 'norm_correct_prob_per_token': 0.24533173737432806, 'norm_correct_prob_per_char': 0.25048481804086886, 'primary_metric': 0.2347266881028939}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.6463022508038585, 'predicted_index_per_token': 1.7138263665594855, 'predicted_index_per_char': 1.369774919614148, 'predicted_index_per_byte': 1.3858520900321543, 'predicted_index_uncond': 1.517684887459807, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.2829581993569132, 'acc_per_byte': 0.2797427652733119, 'acc_uncond': 0.24437299035369775, 'no_answer': 0.0, 'sum_logits_corr': -38.87428356366909, 'logits_per_token_corr': -5.727628305494168, 'logits_per_char_corr': -1.1236147732499775, 'bits_per_byte_corr': 1.6153489568669388, 'correct_prob': 1.9866511024272627e-05, 'correct_prob_per_token': 0.008000095491355053, 'correct_prob_per_char': 0.34126275619088203, 'margin': -1.0149419825515644e-05, 'margin_per_token': -0.006271906063005773, 'margin_per_char': -0.058790187045145686, 'total_prob': 5.4553442053776557e-05, 'total_prob_per_token': 0.03344578187245701, 'total_prob_per_char': 1.375569520828942, 'uncond_correct_prob': 2.3532626119458135e-06, 'uncond_correct_prob_per_token': 0.0043885688757811965, 'uncond_correct_prob_per_char': 0.29226959038058636, 'uncond_total_prob': 5.343752064229079e-06, 'norm_correct_prob': 0.22688527233571107, 'norm_correct_prob_per_token': 0.24166272569855837, 'norm_correct_prob_per_char': 0.24866519828851902, 'primary_metric': 0.22186495176848875}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.652733118971061, 'predicted_index_per_token': 1.7620578778135048, 'predicted_index_per_char': 1.4758842443729903, 'predicted_index_per_byte': 1.4694533762057878, 'predicted_index_uncond': 1.4469453376205788, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2379421221864952, 'acc_per_token': 0.2315112540192926, 'acc_per_char': 0.2829581993569132, 'acc_per_byte': 0.29260450160771706, 'acc_uncond': 0.2572347266881029, 'no_answer': 0.0, 'sum_logits_corr': -41.96631091507302, 'logits_per_token_corr': -6.515401017635963, 'logits_per_char_corr': -1.273726727887686, 'bits_per_byte_corr': 1.8315484472595323, 'correct_prob': 1.370308066573438e-06, 'correct_prob_per_token': 0.005445525871665834, 'correct_prob_per_char': 0.3009306982386025, 'margin': -7.054826737439836e-07, 'margin_per_token': -0.0037212917410203196, 'margin_per_char': -0.05366347282383388, 'total_prob': 3.973454681653692e-06, 'total_prob_per_token': 0.0218509205679717, 'total_prob_per_char': 1.2007851853443579, 'uncond_correct_prob': 9.422666028525043e-07, 'uncond_correct_prob_per_token': 0.0042237501709916, 'uncond_correct_prob_per_char': 0.2885526826089297, 'uncond_total_prob': 2.234732146924531e-06, 'norm_correct_prob': 0.23634630693551317, 'norm_correct_prob_per_token': 0.24966552192076308, 'norm_correct_prob_per_char': 0.25193218048105465, 'primary_metric': 0.2379421221864952}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.6463022508038585, 'predicted_index_per_token': 1.8070739549839228, 'predicted_index_per_char': 1.4855305466237942, 'predicted_index_per_byte': 1.4855305466237942, 'predicted_index_uncond': 1.5337620578778135, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.22186495176848875, 'acc_per_char': 0.2861736334405145, 'acc_per_byte': 0.28938906752411575, 'acc_uncond': 0.2508038585209003, 'no_answer': 0.0, 'sum_logits_corr': -38.99660902084645, 'logits_per_token_corr': -5.884486823806185, 'logits_per_char_corr': -1.1522408267875803, 'bits_per_byte_corr': 1.6566159488018586, 'correct_prob': 1.287352662574205e-05, 'correct_prob_per_token': 0.007660244671973658, 'correct_prob_per_char': 0.33387571295989416, 'margin': -2.6091393394313784e-06, 'margin_per_token': -0.005695834847494394, 'margin_per_char': -0.05808823227325397, 'total_prob': 3.349122958354597e-05, 'total_prob_per_token': 0.031511701740780725, 'total_prob_per_char': 1.3361874880566378, 'uncond_correct_prob': 1.993682161360993e-06, 'uncond_correct_prob_per_token': 0.004968198351853563, 'uncond_correct_prob_per_char': 0.30390202226115787, 'uncond_total_prob': 5.4138633292733174e-06, 'norm_correct_prob': 0.2429112927550664, 'norm_correct_prob_per_token': 0.25039371235851865, 'norm_correct_prob_per_char': 0.25111294111193133, 'primary_metric': 0.24115755627009647}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.6463022508038585, 'predicted_index_per_token': 1.7459807073954985, 'predicted_index_per_char': 1.427652733118971, 'predicted_index_per_byte': 1.4244372990353698, 'predicted_index_uncond': 1.5016077170418007, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.24758842443729903, 'acc_per_char': 0.2990353697749196, 'acc_per_byte': 0.3054662379421222, 'acc_uncond': 0.2347266881028939, 'no_answer': 0.0, 'sum_logits_corr': -39.040185219988565, 'logits_per_token_corr': -5.830829919712591, 'logits_per_char_corr': -1.1408278136132235, 'bits_per_byte_corr': 1.640326205236846, 'correct_prob': 1.5855921856413077e-05, 'correct_prob_per_token': 0.007718219377741797, 'correct_prob_per_char': 0.33581054514963055, 'margin': -8.743599810838987e-06, 'margin_per_token': -0.005860734645329752, 'margin_per_char': -0.05736588618012837, 'total_prob': 4.624974897716663e-05, 'total_prob_per_token': 0.03175368602249511, 'total_prob_per_char': 1.3494547817707403, 'uncond_correct_prob': 3.2553060994484906e-06, 'uncond_correct_prob_per_token': 0.0053466592526278415, 'uncond_correct_prob_per_char': 0.3067767589684636, 'uncond_total_prob': 8.050688229732015e-06, 'norm_correct_prob': 0.2350024456274039, 'norm_correct_prob_per_token': 0.2483531017568286, 'norm_correct_prob_per_char': 0.2500873500500563, 'primary_metric': 0.2347266881028939}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.6334405144694535, 'predicted_index_per_token': 1.7363344051446945, 'predicted_index_per_char': 1.427652733118971, 'predicted_index_per_byte': 1.4212218649517685, 'predicted_index_uncond': 1.5369774919614148, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22508038585209003, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.24115755627009647, 'acc_per_byte': 0.24437299035369775, 'acc_uncond': 0.2315112540192926, 'no_answer': 0.0, 'sum_logits_corr': -38.96394337411862, 'logits_per_token_corr': -5.818664207375091, 'logits_per_char_corr': -1.138873639446355, 'bits_per_byte_corr': 1.6372609341280986, 'correct_prob': 3.224986079864995e-05, 'correct_prob_per_token': 0.007892932963885914, 'correct_prob_per_char': 0.3366412250364372, 'margin': -8.4138886039756e-06, 'margin_per_token': -0.006250390075140048, 'margin_per_char': -0.0625478316707091, 'total_prob': 7.612709716797786e-05, 'total_prob_per_token': 0.03309559209707543, 'total_prob_per_char': 1.365435568852924, 'uncond_correct_prob': 1.921641179786701e-06, 'uncond_correct_prob_per_token': 0.004584615386859884, 'uncond_correct_prob_per_char': 0.29350201907276313, 'uncond_total_prob': 4.094837897766878e-06, 'norm_correct_prob': 0.21980945094914706, 'norm_correct_prob_per_token': 0.2362868121586412, 'norm_correct_prob_per_char': 0.24678524423821793, 'primary_metric': 0.22508038585209003}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.54983922829582, 'predicted_index_per_token': 1.752411575562701, 'predicted_index_per_char': 1.4115755627009647, 'predicted_index_per_byte': 1.4340836012861737, 'predicted_index_uncond': 1.504823151125402, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22508038585209003, 'acc_per_token': 0.2347266881028939, 'acc_per_char': 0.26688102893890675, 'acc_per_byte': 0.26688102893890675, 'acc_uncond': 0.27009646302250806, 'no_answer': 0.0, 'sum_logits_corr': -39.73574724074729, 'logits_per_token_corr': -6.045523155297668, 'logits_per_char_corr': -1.1798906836216594, 'bits_per_byte_corr': 1.6964342561980124, 'correct_prob': 5.1980252459733984e-06, 'correct_prob_per_token': 0.007259536334164619, 'correct_prob_per_char': 0.32575018149612706, 'margin': -3.6182037415391706e-06, 'margin_per_token': -0.005127864334996984, 'margin_per_char': -0.057628857487516935, 'total_prob': 1.5399373162146077e-05, 'total_prob_per_token': 0.02915043515870332, 'total_prob_per_char': 1.3079242189691866, 'uncond_correct_prob': 2.500388387801059e-06, 'uncond_correct_prob_per_token': 0.005524613123069033, 'uncond_correct_prob_per_char': 0.307906667389043, 'uncond_total_prob': 6.909595031488074e-06, 'norm_correct_prob': 0.22008625063626938, 'norm_correct_prob_per_token': 0.24729956083823676, 'norm_correct_prob_per_char': 0.24964289295025816, 'primary_metric': 0.22508038585209003}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.6495176848874598, 'predicted_index_per_token': 1.6655948553054662, 'predicted_index_per_char': 1.4565916398713827, 'predicted_index_per_byte': 1.45016077170418, 'predicted_index_uncond': 1.4565916398713827, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2315112540192926, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.2733118971061093, 'acc_per_byte': 0.2765273311897106, 'acc_uncond': 0.24115755627009647, 'no_answer': 0.0, 'sum_logits_corr': -37.86013804371334, 'logits_per_token_corr': -5.583292092524419, 'logits_per_char_corr': -1.0920506226554623, 'bits_per_byte_corr': 1.5699164323553336, 'correct_prob': 2.359127600636019e-05, 'correct_prob_per_token': 0.008750875025389314, 'correct_prob_per_char': 0.349590336837265, 'margin': -7.0383271986848225e-06, 'margin_per_token': -0.006822601595844916, 'margin_per_char': -0.05863755828297713, 'total_prob': 5.9426246121611484e-05, 'total_prob_per_token': 0.03687392952533509, 'total_prob_per_char': 1.4136509591886819, 'uncond_correct_prob': 2.9696164176501635e-06, 'uncond_correct_prob_per_token': 0.005944060250208575, 'uncond_correct_prob_per_char': 0.3126576152838627, 'uncond_total_prob': 7.913787253644295e-06, 'norm_correct_prob': 0.2237814375252803, 'norm_correct_prob_per_token': 0.23885388593429963, 'norm_correct_prob_per_char': 0.24783311870901223, 'primary_metric': 0.2315112540192926}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.6430868167202572, 'predicted_index_per_token': 1.6559485530546625, 'predicted_index_per_char': 1.3858520900321543, 'predicted_index_per_byte': 1.405144694533762, 'predicted_index_uncond': 1.5466237942122187, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.2347266881028939, 'acc_per_char': 0.2765273311897106, 'acc_per_byte': 0.2765273311897106, 'acc_uncond': 0.21221864951768488, 'no_answer': 0.0, 'sum_logits_corr': -38.81246825276464, 'logits_per_token_corr': -5.832423434431876, 'logits_per_char_corr': -1.1390912164676215, 'bits_per_byte_corr': 1.6378218800030078, 'correct_prob': 1.3569652757695729e-05, 'correct_prob_per_token': 0.008310591682094711, 'correct_prob_per_char': 0.337369692087843, 'margin': -1.3522981422960562e-06, 'margin_per_token': -0.0061314469006419495, 'margin_per_char': -0.05853463604106863, 'total_prob': 3.016582865523335e-05, 'total_prob_per_token': 0.033838775729813954, 'total_prob_per_char': 1.3571051622059214, 'uncond_correct_prob': 3.6119845611486125e-06, 'uncond_correct_prob_per_token': 0.0054518662092000484, 'uncond_correct_prob_per_char': 0.308494440201482, 'uncond_total_prob': 8.963151271954873e-06, 'norm_correct_prob': 0.23402330690603743, 'norm_correct_prob_per_token': 0.2429624243746219, 'norm_correct_prob_per_char': 0.24908694036287046, 'primary_metric': 0.2347266881028939}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.6366559485530547, 'predicted_index_per_token': 1.8070739549839228, 'predicted_index_per_char': 1.5080385852090032, 'predicted_index_per_byte': 1.495176848874598, 'predicted_index_uncond': 1.4405144694533762, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.22508038585209003, 'acc_per_char': 0.2540192926045016, 'acc_per_byte': 0.2540192926045016, 'acc_uncond': 0.2508038585209003, 'no_answer': 0.0, 'sum_logits_corr': -37.89592967846003, 'logits_per_token_corr': -5.6254501202731, 'logits_per_char_corr': -1.1004414722587452, 'bits_per_byte_corr': 1.5820651988702557, 'correct_prob': 2.6885500386936362e-05, 'correct_prob_per_token': 0.009389501106656468, 'correct_prob_per_char': 0.3489564116946491, 'margin': -1.762980061731755e-05, 'margin_per_token': -0.007802302753729444, 'margin_per_char': -0.06081105768665476, 'total_prob': 7.676767524760214e-05, 'total_prob_per_token': 0.03925124522627804, 'total_prob_per_char': 1.4046386756071727, 'uncond_correct_prob': 1.5388365380351747e-06, 'uncond_correct_prob_per_token': 0.00576232991956015, 'uncond_correct_prob_per_char': 0.3051373183525182, 'uncond_total_prob': 3.7360836245233097e-06, 'norm_correct_prob': 0.22577828098887778, 'norm_correct_prob_per_token': 0.24111178092389765, 'norm_correct_prob_per_char': 0.2487349352266281, 'primary_metric': 0.22186495176848875}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5562700964630225, 'predicted_index_per_token': 1.6655948553054662, 'predicted_index_per_char': 1.3794212218649518, 'predicted_index_per_byte': 1.3569131832797428, 'predicted_index_uncond': 1.4855305466237942, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21221864951768488, 'acc_per_token': 0.19935691318327975, 'acc_per_char': 0.24437299035369775, 'acc_per_byte': 0.2508038585209003, 'acc_uncond': 0.28938906752411575, 'no_answer': 0.0, 'sum_logits_corr': -37.84374281371138, 'logits_per_token_corr': -5.573864218050584, 'logits_per_char_corr': -1.097389031574041, 'bits_per_byte_corr': 1.577725712549447, 'correct_prob': 1.8774151415238014e-05, 'correct_prob_per_token': 0.00844945005357423, 'correct_prob_per_char': 0.34945312262375555, 'margin': -7.604276275920422e-05, 'margin_per_token': -0.007256713621356782, 'margin_per_char': -0.06367494044101663, 'total_prob': 0.0001228492459560257, 'total_prob_per_token': 0.03671299147677444, 'total_prob_per_char': 1.416198357960818, 'uncond_correct_prob': 2.127175075649654e-06, 'uncond_correct_prob_per_token': 0.0054132723985963384, 'uncond_correct_prob_per_char': 0.30279041634137677, 'uncond_total_prob': 5.090201161739044e-06, 'norm_correct_prob': 0.22234854934443418, 'norm_correct_prob_per_token': 0.23495371484130348, 'norm_correct_prob_per_char': 0.24706025192712106, 'primary_metric': 0.21221864951768488}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.6141479099678457, 'predicted_index_per_token': 1.6720257234726688, 'predicted_index_per_char': 1.382636655948553, 'predicted_index_per_byte': 1.3890675241157557, 'predicted_index_uncond': 1.482315112540193, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21543408360128619, 'acc_per_token': 0.2315112540192926, 'acc_per_char': 0.26366559485530544, 'acc_per_byte': 0.26688102893890675, 'acc_uncond': 0.21864951768488747, 'no_answer': 0.0, 'sum_logits_corr': -38.52408733091937, 'logits_per_token_corr': -5.80666504542318, 'logits_per_char_corr': -1.135496771181448, 'bits_per_byte_corr': 1.6325456000043481, 'correct_prob': 1.1878043465526722e-05, 'correct_prob_per_token': 0.00811985413838194, 'correct_prob_per_char': 0.33857542505187094, 'margin': -3.257475489397721e-06, 'margin_per_token': -0.006524474664944029, 'margin_per_char': -0.062035258132823116, 'total_prob': 3.2670490658480294e-05, 'total_prob_per_token': 0.03422657168008796, 'total_prob_per_char': 1.3699970487263342, 'uncond_correct_prob': 2.61790100141217e-06, 'uncond_correct_prob_per_token': 0.005979852368443306, 'uncond_correct_prob_per_char': 0.3090535184964669, 'uncond_total_prob': 6.254782300803561e-06, 'norm_correct_prob': 0.21592469070722037, 'norm_correct_prob_per_token': 0.2416425895394983, 'norm_correct_prob_per_char': 0.24741891528582285, 'primary_metric': 0.21543408360128619}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.6141479099678457, 'predicted_index_per_token': 1.7556270096463023, 'predicted_index_per_char': 1.4340836012861737, 'predicted_index_per_byte': 1.4469453376205788, 'predicted_index_uncond': 1.45016077170418, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2315112540192926, 'acc_per_token': 0.2282958199356913, 'acc_per_char': 0.2540192926045016, 'acc_per_byte': 0.2604501607717042, 'acc_uncond': 0.24758842443729903, 'no_answer': 0.0, 'sum_logits_corr': -37.37546112299732, 'logits_per_token_corr': -5.543839233860368, 'logits_per_char_corr': -1.085762103067951, 'bits_per_byte_corr': 1.560978033936866, 'correct_prob': 3.460039593487553e-05, 'correct_prob_per_token': 0.009413088651974445, 'correct_prob_per_char': 0.35317524477585677, 'margin': -3.2132831165046122e-06, 'margin_per_token': -0.007673330478170862, 'margin_per_char': -0.0596266484373242, 'total_prob': 7.966144037598047e-05, 'total_prob_per_token': 0.03993569148906113, 'total_prob_per_char': 1.4257625343102347, 'uncond_correct_prob': 5.621574591732848e-07, 'uncond_correct_prob_per_token': 0.004732604879489697, 'uncond_correct_prob_per_char': 0.2904398301160538, 'uncond_total_prob': 1.5936670555368267e-06, 'norm_correct_prob': 0.22541519588837708, 'norm_correct_prob_per_token': 0.23757629264830452, 'norm_correct_prob_per_char': 0.24776444187985172, 'primary_metric': 0.2315112540192926}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.6559485530546625, 'predicted_index_per_token': 1.742765273311897, 'predicted_index_per_char': 1.4180064308681672, 'predicted_index_per_byte': 1.4340836012861737, 'predicted_index_uncond': 1.4340836012861737, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2315112540192926, 'acc_per_token': 0.22508038585209003, 'acc_per_char': 0.26366559485530544, 'acc_per_byte': 0.26366559485530544, 'acc_uncond': 0.2057877813504823, 'no_answer': 0.0, 'sum_logits_corr': -37.18476647656063, 'logits_per_token_corr': -5.460988463758028, 'logits_per_char_corr': -1.071309575638363, 'bits_per_byte_corr': 1.5401903930777174, 'correct_prob': 3.324048158328229e-05, 'correct_prob_per_token': 0.009654830804537396, 'correct_prob_per_char': 0.3574868457350054, 'margin': -0.0001612986015855241, 'margin_per_token': -0.007951870515170413, 'margin_per_char': -0.06323317896732404, 'total_prob': 0.0002340150214655232, 'total_prob_per_token': 0.040740926241613205, 'total_prob_per_char': 1.4425129963782406, 'uncond_correct_prob': 2.4160386208181336e-06, 'uncond_correct_prob_per_token': 0.006014849885494016, 'uncond_correct_prob_per_char': 0.30917824143364747, 'uncond_total_prob': 6.23274106546135e-06, 'norm_correct_prob': 0.23251901965543229, 'norm_correct_prob_per_token': 0.24116995846163514, 'norm_correct_prob_per_char': 0.24870505880096277, 'primary_metric': 0.2315112540192926}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.6366559485530547, 'predicted_index_per_token': 1.7170418006430868, 'predicted_index_per_char': 1.4437299035369775, 'predicted_index_per_byte': 1.4469453376205788, 'predicted_index_uncond': 1.5369774919614148, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21543408360128619, 'acc_per_token': 0.22508038585209003, 'acc_per_char': 0.26366559485530544, 'acc_per_byte': 0.2604501607717042, 'acc_uncond': 0.2572347266881029, 'no_answer': 0.0, 'sum_logits_corr': -38.190380898319255, 'logits_per_token_corr': -5.662022926013399, 'logits_per_char_corr': -1.1087626786940292, 'bits_per_byte_corr': 1.594132555352568, 'correct_prob': 2.7650571418050214e-05, 'correct_prob_per_token': 0.00915662494826542, 'correct_prob_per_char': 0.3461323156852925, 'margin': -1.8874847718611073e-05, 'margin_per_token': -0.007274738990893241, 'margin_per_char': -0.0635466211253404, 'total_prob': 7.812327461217853e-05, 'total_prob_per_token': 0.03771667732207613, 'total_prob_per_char': 1.397185885816217, 'uncond_correct_prob': 9.983285733239365e-06, 'uncond_correct_prob_per_token': 0.005913513746768672, 'uncond_correct_prob_per_char': 0.31605608860892764, 'uncond_total_prob': 2.2953767738028484e-05, 'norm_correct_prob': 0.21415544942762874, 'norm_correct_prob_per_token': 0.2425221185032332, 'norm_correct_prob_per_char': 0.24870384875058232, 'primary_metric': 0.21543408360128619}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.607717041800643, 'predicted_index_per_token': 1.742765273311897, 'predicted_index_per_char': 1.347266881028939, 'predicted_index_per_byte': 1.3762057877813505, 'predicted_index_uncond': 1.5337620578778135, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.22186495176848875, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.26366559485530544, 'acc_uncond': 0.27009646302250806, 'no_answer': 0.0, 'sum_logits_corr': -36.531851843622334, 'logits_per_token_corr': -5.432577636102112, 'logits_per_char_corr': -1.0604204283773184, 'bits_per_byte_corr': 1.5245397018992533, 'correct_prob': 3.588859750806881e-05, 'correct_prob_per_token': 0.01051509260830503, 'correct_prob_per_char': 0.36132863629034084, 'margin': -1.2904042182424219e-05, 'margin_per_token': -0.008194616857574628, 'margin_per_char': -0.06092624463052433, 'total_prob': 9.353704629611856e-05, 'total_prob_per_token': 0.044218146030958125, 'total_prob_per_char': 1.4559553933337837, 'uncond_correct_prob': 8.860602412931211e-07, 'uncond_correct_prob_per_token': 0.004826680047683591, 'uncond_correct_prob_per_char': 0.29339459279782965, 'uncond_total_prob': 2.119277528317762e-06, 'norm_correct_prob': 0.2313219145124446, 'norm_correct_prob_per_token': 0.24179309419416717, 'norm_correct_prob_per_char': 0.24848750108985646, 'primary_metric': 0.24115755627009647}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.617363344051447, 'predicted_index_per_token': 1.752411575562701, 'predicted_index_per_char': 1.4790996784565917, 'predicted_index_per_byte': 1.4758842443729903, 'predicted_index_uncond': 1.6109324758842443, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24437299035369775, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.26366559485530544, 'acc_per_byte': 0.26688102893890675, 'acc_uncond': 0.2861736334405145, 'no_answer': 0.0, 'sum_logits_corr': -36.743635815439504, 'logits_per_token_corr': -5.347686559231072, 'logits_per_char_corr': -1.0463691299110278, 'bits_per_byte_corr': 1.5043497963748762, 'correct_prob': 7.881089068743051e-05, 'correct_prob_per_token': 0.011023873449264317, 'correct_prob_per_char': 0.3652544788070713, 'margin': -3.637992446557273e-05, 'margin_per_token': -0.0079521865252814, 'margin_per_char': -0.05953787536913864, 'total_prob': 0.00020297699181666537, 'total_prob_per_token': 0.04428287949066444, 'total_prob_per_char': 1.4651486363708934, 'uncond_correct_prob': 2.7650034982495486e-06, 'uncond_correct_prob_per_token': 0.005753832307203236, 'uncond_correct_prob_per_char': 0.30764627257308624, 'uncond_total_prob': 6.17131047519207e-06, 'norm_correct_prob': 0.23415718620205303, 'norm_correct_prob_per_token': 0.24776602378976698, 'norm_correct_prob_per_char': 0.24978291608152717, 'primary_metric': 0.24437299035369775}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.6045016077170418, 'predicted_index_per_token': 1.77491961414791, 'predicted_index_per_char': 1.5144694533762058, 'predicted_index_per_byte': 1.527331189710611, 'predicted_index_uncond': 1.4437299035369775, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22508038585209003, 'acc_per_token': 0.22186495176848875, 'acc_per_char': 0.26688102893890675, 'acc_per_byte': 0.26688102893890675, 'acc_uncond': 0.21864951768488747, 'no_answer': 0.0, 'sum_logits_corr': -37.65916759484834, 'logits_per_token_corr': -5.645822433120463, 'logits_per_char_corr': -1.100944880070978, 'bits_per_byte_corr': 1.5829840426443125, 'correct_prob': 1.740942553594098e-05, 'correct_prob_per_token': 0.009824609345284513, 'correct_prob_per_char': 0.34915479263039617, 'margin': -4.022588534923244e-06, 'margin_per_token': -0.007687680142729903, 'margin_per_char': -0.060633875268406696, 'total_prob': 4.248504655154693e-05, 'total_prob_per_token': 0.03997865358393285, 'total_prob_per_char': 1.4069062891386335, 'uncond_correct_prob': 5.708969384629028e-07, 'uncond_correct_prob_per_token': 0.005319324065280712, 'uncond_correct_prob_per_char': 0.2883771432734523, 'uncond_total_prob': 1.2666640482521673e-06, 'norm_correct_prob': 0.21782793458508692, 'norm_correct_prob_per_token': 0.24062896867908737, 'norm_correct_prob_per_char': 0.24868714496053063, 'primary_metric': 0.22508038585209003}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.5884244372990353, 'predicted_index_per_token': 1.7170418006430868, 'predicted_index_per_char': 1.4019292604501608, 'predicted_index_per_byte': 1.4115755627009647, 'predicted_index_uncond': 1.472668810289389, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22508038585209003, 'acc_per_token': 0.21221864951768488, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.2604501607717042, 'acc_uncond': 0.2508038585209003, 'no_answer': 0.0, 'sum_logits_corr': -36.78327208239933, 'logits_per_token_corr': -5.462416442172346, 'logits_per_char_corr': -1.0699738046653902, 'bits_per_byte_corr': 1.5383425940200763, 'correct_prob': 3.606281957452798e-05, 'correct_prob_per_token': 0.009637135985311745, 'correct_prob_per_char': 0.35757413243175606, 'margin': -3.7495184122724424e-05, 'margin_per_token': -0.008456464377660951, 'margin_per_char': -0.06516910734618057, 'total_prob': 0.00011883588814299893, 'total_prob_per_token': 0.04251546476684152, 'total_prob_per_char': 1.4485843651269832, 'uncond_correct_prob': 7.183952578143532e-07, 'uncond_correct_prob_per_token': 0.0042470802159885294, 'uncond_correct_prob_per_char': 0.2834094548133561, 'uncond_total_prob': 1.7314865410001021e-06, 'norm_correct_prob': 0.21737666591159505, 'norm_correct_prob_per_token': 0.2352485548433516, 'norm_correct_prob_per_char': 0.24749153828297166, 'primary_metric': 0.22508038585209003}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.6141479099678457, 'predicted_index_per_token': 1.77491961414791, 'predicted_index_per_char': 1.4437299035369775, 'predicted_index_per_byte': 1.437299035369775, 'predicted_index_uncond': 1.5112540192926045, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22508038585209003, 'acc_per_token': 0.2315112540192926, 'acc_per_char': 0.27009646302250806, 'acc_per_byte': 0.26688102893890675, 'acc_uncond': 0.24437299035369775, 'no_answer': 0.0, 'sum_logits_corr': -37.00107429725181, 'logits_per_token_corr': -5.433763917485135, 'logits_per_char_corr': -1.0663495133488603, 'bits_per_byte_corr': 1.5330522304424237, 'correct_prob': 3.159085473848988e-05, 'correct_prob_per_token': 0.009930649881905064, 'correct_prob_per_char': 0.35870482931874387, 'margin': -9.261016294881594e-05, 'margin_per_token': -0.007759832091472502, 'margin_per_char': -0.06014607666358289, 'total_prob': 0.0001673462009063263, 'total_prob_per_token': 0.041010747131519656, 'total_prob_per_char': 1.4406146875099044, 'uncond_correct_prob': 2.126122740377449e-06, 'uncond_correct_prob_per_token': 0.00630349853252165, 'uncond_correct_prob_per_char': 0.3139141236903311, 'uncond_total_prob': 5.580782571941391e-06, 'norm_correct_prob': 0.22713328874614322, 'norm_correct_prob_per_token': 0.2455978364230725, 'norm_correct_prob_per_char': 0.24997565707647615, 'primary_metric': 0.22508038585209003}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.54983922829582, 'predicted_index_per_token': 1.67524115755627, 'predicted_index_per_char': 1.4565916398713827, 'predicted_index_per_byte': 1.459807073954984, 'predicted_index_uncond': 1.414790996784566, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2090032154340836, 'acc_per_token': 0.2379421221864952, 'acc_per_char': 0.26688102893890675, 'acc_per_byte': 0.2765273311897106, 'acc_uncond': 0.24115755627009647, 'no_answer': 0.0, 'sum_logits_corr': -37.09636754774971, 'logits_per_token_corr': -5.535249285889924, 'logits_per_char_corr': -1.0835181990466862, 'bits_per_byte_corr': 1.5578082858244273, 'correct_prob': 2.3216011421254837e-05, 'correct_prob_per_token': 0.010262919235255291, 'correct_prob_per_char': 0.35544168374962043, 'margin': -2.785473764106959e-06, 'margin_per_token': -0.0077673055249273225, 'margin_per_char': -0.06127639728693573, 'total_prob': 5.284674196326879e-05, 'total_prob_per_token': 0.04224544187511015, 'total_prob_per_char': 1.435138785144358, 'uncond_correct_prob': 4.1244436376542535e-07, 'uncond_correct_prob_per_token': 0.005478721046893685, 'uncond_correct_prob_per_char': 0.29323067325143365, 'uncond_total_prob': 1.0237416429867283e-06, 'norm_correct_prob': 0.21537193302250326, 'norm_correct_prob_per_token': 0.24085530945903488, 'norm_correct_prob_per_char': 0.24797537143614148, 'primary_metric': 0.2090032154340836}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5980707395498392, 'predicted_index_per_token': 1.77491961414791, 'predicted_index_per_char': 1.4115755627009647, 'predicted_index_per_byte': 1.4180064308681672, 'predicted_index_uncond': 1.4887459807073955, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.2540192926045016, 'acc_per_byte': 0.2572347266881029, 'acc_uncond': 0.2765273311897106, 'no_answer': 0.0, 'sum_logits_corr': -36.2367556639423, 'logits_per_token_corr': -5.354068275796384, 'logits_per_char_corr': -1.04663919094221, 'bits_per_byte_corr': 1.5047314258411748, 'correct_prob': 2.8845388425548357e-05, 'correct_prob_per_token': 0.01110555598479759, 'correct_prob_per_char': 0.3654436396548148, 'margin': -3.0959124378207074e-05, 'margin_per_token': -0.00932168134137008, 'margin_per_char': -0.06346483681200199, 'total_prob': 0.00010122244831671017, 'total_prob_per_token': 0.04731724955442475, 'total_prob_per_char': 1.4747671087124559, 'uncond_correct_prob': 9.68679522932232e-07, 'uncond_correct_prob_per_token': 0.0049279246020289, 'uncond_correct_prob_per_char': 0.2924294126280604, 'uncond_total_prob': 2.2018999150337054e-06, 'norm_correct_prob': 0.2275588496533978, 'norm_correct_prob_per_token': 0.2392757597980627, 'norm_correct_prob_per_char': 0.2485530395890421, 'primary_metric': 0.2347266881028939}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.6366559485530547, 'predicted_index_per_token': 1.77491961414791, 'predicted_index_per_char': 1.45016077170418, 'predicted_index_per_byte': 1.4662379421221865, 'predicted_index_uncond': 1.5209003215434083, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.24115755627009647, 'acc_per_char': 0.27009646302250806, 'acc_per_byte': 0.26366559485530544, 'acc_uncond': 0.2508038585209003, 'no_answer': 0.0, 'sum_logits_corr': -36.37608483673292, 'logits_per_token_corr': -5.367493517577406, 'logits_per_char_corr': -1.0503258362105656, 'bits_per_byte_corr': 1.5100341263222319, 'correct_prob': 2.8863242282048314e-05, 'correct_prob_per_token': 0.011124536183337676, 'correct_prob_per_char': 0.36515086397182167, 'margin': -4.1521867208522404e-05, 'margin_per_token': -0.00837978197282169, 'margin_per_char': -0.06151812194993876, 'total_prob': 0.00010634506775413589, 'total_prob_per_token': 0.04527245802202693, 'total_prob_per_char': 1.4669921309444807, 'uncond_correct_prob': 1.4807168586279244e-06, 'uncond_correct_prob_per_token': 0.0061599752501841935, 'uncond_correct_prob_per_char': 0.30610499080496545, 'uncond_total_prob': 3.909432836610615e-06, 'norm_correct_prob': 0.2272211633386992, 'norm_correct_prob_per_token': 0.24721579151836146, 'norm_correct_prob_per_char': 0.24957572622973828, 'primary_metric': 0.2347266881028939}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.607717041800643, 'predicted_index_per_token': 1.7363344051446945, 'predicted_index_per_char': 1.3954983922829582, 'predicted_index_per_byte': 1.4180064308681672, 'predicted_index_uncond': 1.4019292604501608, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2282958199356913, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.2604501607717042, 'acc_per_byte': 0.2572347266881029, 'acc_uncond': 0.2282958199356913, 'no_answer': 0.0, 'sum_logits_corr': -36.73439312287849, 'logits_per_token_corr': -5.454197347109078, 'logits_per_char_corr': -1.0665039166253032, 'bits_per_byte_corr': 1.5333457945475986, 'correct_prob': 2.913685526831176e-05, 'correct_prob_per_token': 0.01062895388970143, 'correct_prob_per_char': 0.3602672003661652, 'margin': 2.086813402727855e-06, 'margin_per_token': -0.008417909733236249, 'margin_per_char': -0.06214675245063024, 'total_prob': 6.374051228522659e-05, 'total_prob_per_token': 0.044353236838611115, 'total_prob_per_char': 1.455039185555417, 'uncond_correct_prob': 3.8000144895067254e-07, 'uncond_correct_prob_per_token': 0.005448552755462192, 'uncond_correct_prob_per_char': 0.29548527712372014, 'uncond_total_prob': 1.1498230204418143e-06, 'norm_correct_prob': 0.21960581862031386, 'norm_correct_prob_per_token': 0.2390505510051915, 'norm_correct_prob_per_char': 0.2477129488397277, 'primary_metric': 0.2282958199356913}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.6012861736334405, 'predicted_index_per_token': 1.7684887459807075, 'predicted_index_per_char': 1.4437299035369775, 'predicted_index_per_byte': 1.4469453376205788, 'predicted_index_uncond': 1.5016077170418007, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21864951768488747, 'acc_per_token': 0.22186495176848875, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.2604501607717042, 'acc_uncond': 0.2861736334405145, 'no_answer': 0.0, 'sum_logits_corr': -35.83680928098427, 'logits_per_token_corr': -5.322858510956495, 'logits_per_char_corr': -1.0411742873304335, 'bits_per_byte_corr': 1.4969472703880853, 'correct_prob': 2.366919230990608e-05, 'correct_prob_per_token': 0.011463252960238554, 'correct_prob_per_char': 0.36834594596978637, 'margin': -2.9093836600649577e-05, 'margin_per_token': -0.008863761520029144, 'margin_per_char': -0.06274273687881653, 'total_prob': 8.738902052043382e-05, 'total_prob_per_token': 0.048276936370814684, 'total_prob_per_char': 1.4841327427380064, 'uncond_correct_prob': 1.166370169059708e-06, 'uncond_correct_prob_per_token': 0.005104187967508012, 'uncond_correct_prob_per_char': 0.2962838976063876, 'uncond_total_prob': 2.6931572245456745e-06, 'norm_correct_prob': 0.2280256989506365, 'norm_correct_prob_per_token': 0.23992061679005428, 'norm_correct_prob_per_char': 0.24873485640634596, 'primary_metric': 0.21864951768488747}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.6655948553054662, 'predicted_index_per_token': 1.810289389067524, 'predicted_index_per_char': 1.4180064308681672, 'predicted_index_per_byte': 1.4308681672025723, 'predicted_index_uncond': 1.517684887459807, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.2315112540192926, 'acc_per_char': 0.2604501607717042, 'acc_per_byte': 0.26366559485530544, 'acc_uncond': 0.24437299035369775, 'no_answer': 0.0, 'sum_logits_corr': -36.1461974401566, 'logits_per_token_corr': -5.343697078347449, 'logits_per_char_corr': -1.0454285915636685, 'bits_per_byte_corr': 1.5029718117094524, 'correct_prob': 2.7757738343288248e-05, 'correct_prob_per_token': 0.011448796899246811, 'correct_prob_per_char': 0.3668637154992015, 'margin': -4.0257948826549174e-05, 'margin_per_token': -0.008860838203156425, 'margin_per_char': -0.06282518502775782, 'total_prob': 0.00010252264444692793, 'total_prob_per_token': 0.04708882920684522, 'total_prob_per_char': 1.4767595385293535, 'uncond_correct_prob': 1.291211841579199e-06, 'uncond_correct_prob_per_token': 0.006437304180275974, 'uncond_correct_prob_per_char': 0.3083824493315649, 'uncond_total_prob': 3.4711307908130807e-06, 'norm_correct_prob': 0.22596353617704143, 'norm_correct_prob_per_token': 0.24348775532184078, 'norm_correct_prob_per_char': 0.24917451551050898, 'primary_metric': 0.24115755627009647}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.6045016077170418, 'predicted_index_per_token': 1.7234726688102895, 'predicted_index_per_char': 1.4212218649517685, 'predicted_index_per_byte': 1.4212218649517685, 'predicted_index_uncond': 1.4212218649517685, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21543408360128619, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.2604501607717042, 'acc_uncond': 0.2315112540192926, 'no_answer': 0.0, 'sum_logits_corr': -36.29455590631417, 'logits_per_token_corr': -5.359092340987333, 'logits_per_char_corr': -1.0503036140358841, 'bits_per_byte_corr': 1.509999219772767, 'correct_prob': 4.00188484034577e-05, 'correct_prob_per_token': 0.011030633221610344, 'correct_prob_per_char': 0.36531390755888965, 'margin': -4.9269568828189145e-06, 'margin_per_token': -0.00873762702634832, 'margin_per_char': -0.06256643534635316, 'total_prob': 9.557870917490448e-05, 'total_prob_per_token': 0.04631760558270135, 'total_prob_per_char': 1.4759605693836768, 'uncond_correct_prob': 5.963223069105151e-07, 'uncond_correct_prob_per_token': 0.005784858915231203, 'uncond_correct_prob_per_char': 0.2992121660142969, 'uncond_total_prob': 1.5299572057652204e-06, 'norm_correct_prob': 0.2147606292292184, 'norm_correct_prob_per_token': 0.23801069075707376, 'norm_correct_prob_per_char': 0.24770226852574725, 'primary_metric': 0.21543408360128619}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.607717041800643, 'predicted_index_per_token': 1.7813504823151125, 'predicted_index_per_char': 1.4308681672025723, 'predicted_index_per_byte': 1.4244372990353698, 'predicted_index_uncond': 1.4887459807073955, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.26366559485530544, 'acc_per_byte': 0.26366559485530544, 'acc_uncond': 0.2861736334405145, 'no_answer': 0.0, 'sum_logits_corr': -35.96198370525691, 'logits_per_token_corr': -5.348054581995589, 'logits_per_char_corr': -1.0451819883177098, 'bits_per_byte_corr': 1.5027086569782087, 'correct_prob': 2.2387008031085428e-05, 'correct_prob_per_token': 0.011372290167421526, 'correct_prob_per_char': 0.3669678387762339, 'margin': -2.121773923612248e-05, 'margin_per_token': -0.00894563151355151, 'margin_per_char': -0.06268346156257894, 'total_prob': 7.551872145443241e-05, 'total_prob_per_token': 0.04813933311371635, 'total_prob_per_char': 1.4801306160312218, 'uncond_correct_prob': 9.933858673634438e-07, 'uncond_correct_prob_per_token': 0.004942050329322802, 'uncond_correct_prob_per_char': 0.29276703867814724, 'uncond_total_prob': 2.270473456194932e-06, 'norm_correct_prob': 0.22852360836798516, 'norm_correct_prob_per_token': 0.23953354604096677, 'norm_correct_prob_per_char': 0.24856250535893318, 'primary_metric': 0.22186495176848875}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.6334405144694535, 'predicted_index_per_token': 1.765273311897106, 'predicted_index_per_char': 1.3954983922829582, 'predicted_index_per_byte': 1.4115755627009647, 'predicted_index_uncond': 1.4437299035369775, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.2282958199356913, 'acc_per_char': 0.26366559485530544, 'acc_per_byte': 0.26366559485530544, 'acc_uncond': 0.2347266881028939, 'no_answer': 0.0, 'sum_logits_corr': -36.093069570240864, 'logits_per_token_corr': -5.342044120076401, 'logits_per_char_corr': -1.0475931920319816, 'bits_per_byte_corr': 1.506118848045634, 'correct_prob': 2.4987996078390457e-05, 'correct_prob_per_token': 0.01127054233600526, 'correct_prob_per_char': 0.36674681969286393, 'margin': -4.581146694534521e-05, 'margin_per_token': -0.008536836002383598, 'margin_per_char': -0.062154186009335345, 'total_prob': 0.00010420602779908503, 'total_prob_per_token': 0.04638935756551236, 'total_prob_per_char': 1.4755194489658117, 'uncond_correct_prob': 1.1103045362251692e-06, 'uncond_correct_prob_per_token': 0.006264974793406451, 'uncond_correct_prob_per_char': 0.3063426608157769, 'uncond_total_prob': 3.06158593578243e-06, 'norm_correct_prob': 0.22949084694933508, 'norm_correct_prob_per_token': 0.24363452976803585, 'norm_correct_prob_per_char': 0.24907574837984778, 'primary_metric': 0.24115755627009647}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.5659163987138263, 'predicted_index_per_token': 1.729903536977492, 'predicted_index_per_char': 1.4565916398713827, 'predicted_index_per_byte': 1.4630225080385852, 'predicted_index_uncond': 1.4340836012861737, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21864951768488747, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.27009646302250806, 'acc_per_byte': 0.2733118971061093, 'acc_uncond': 0.26366559485530544, 'no_answer': 0.0, 'sum_logits_corr': -36.31735590569843, 'logits_per_token_corr': -5.371824046201675, 'logits_per_char_corr': -1.0518906576720708, 'bits_per_byte_corr': 1.5122911839278184, 'correct_prob': 3.538853480069635e-05, 'correct_prob_per_token': 0.011086880441718669, 'correct_prob_per_char': 0.3648373366214776, 'margin': -2.214494906964183e-06, 'margin_per_token': -0.008421430795003446, 'margin_per_char': -0.06191012013037841, 'total_prob': 8.425611748166802e-05, 'total_prob_per_token': 0.04573979827847801, 'total_prob_per_char': 1.472718917281256, 'uncond_correct_prob': 4.2109388887997733e-07, 'uncond_correct_prob_per_token': 0.005691533785902149, 'uncond_correct_prob_per_char': 0.2971644113881882, 'uncond_total_prob': 1.1738060580117859e-06, 'norm_correct_prob': 0.21660160019687832, 'norm_correct_prob_per_token': 0.23972127245673702, 'norm_correct_prob_per_char': 0.2478343402385069, 'primary_metric': 0.21864951768488747}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.607717041800643, 'predicted_index_per_token': 1.77491961414791, 'predicted_index_per_char': 1.405144694533762, 'predicted_index_per_byte': 1.405144694533762, 'predicted_index_uncond': 1.5112540192926045, 'correct_choice': 1.594855305466238, 'acc_raw': 0.21864951768488747, 'acc_per_token': 0.21864951768488747, 'acc_per_char': 0.26366559485530544, 'acc_per_byte': 0.26688102893890675, 'acc_uncond': 0.2829581993569132, 'no_answer': 0.0, 'sum_logits_corr': -35.97200101441509, 'logits_per_token_corr': -5.345728878225811, 'logits_per_char_corr': -1.0447772303693097, 'bits_per_byte_corr': 1.5021175796893644, 'correct_prob': 2.237519251762591e-05, 'correct_prob_per_token': 0.011391485674425019, 'correct_prob_per_char': 0.36702898957169805, 'margin': -2.064015004121321e-05, 'margin_per_token': -0.008968547731448942, 'margin_per_char': -0.06228696190556455, 'total_prob': 7.559990189731315e-05, 'total_prob_per_token': 0.04808696254259489, 'total_prob_per_char': 1.47996667286661, 'uncond_correct_prob': 9.141865139299348e-07, 'uncond_correct_prob_per_token': 0.0048497821765692934, 'uncond_correct_prob_per_char': 0.29140380850226416, 'uncond_total_prob': 2.084726117095103e-06, 'norm_correct_prob': 0.22915564187785872, 'norm_correct_prob_per_token': 0.23975197498131712, 'norm_correct_prob_per_char': 0.24859123002545663, 'primary_metric': 0.21864951768488747}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.6430868167202572, 'predicted_index_per_token': 1.7845659163987138, 'predicted_index_per_char': 1.369774919614148, 'predicted_index_per_byte': 1.3858520900321543, 'predicted_index_uncond': 1.482315112540193, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24437299035369775, 'acc_per_token': 0.24115755627009647, 'acc_per_char': 0.2604501607717042, 'acc_per_byte': 0.2604501607717042, 'acc_uncond': 0.2347266881028939, 'no_answer': 0.0, 'sum_logits_corr': -36.13312994475533, 'logits_per_token_corr': -5.344884410758476, 'logits_per_char_corr': -1.0482254374068012, 'bits_per_byte_corr': 1.5070414478205962, 'correct_prob': 2.6656120784830526e-05, 'correct_prob_per_token': 0.01113664629620223, 'correct_prob_per_char': 0.36643393330129664, 'margin': -4.653074035538418e-05, 'margin_per_token': -0.008487990005553281, 'margin_per_char': -0.06192813056856361, 'total_prob': 0.00010892980726677682, 'total_prob_per_token': 0.0460120932905679, 'total_prob_per_char': 1.474600192540282, 'uncond_correct_prob': 1.0997634590065373e-06, 'uncond_correct_prob_per_token': 0.0062425677676427975, 'uncond_correct_prob_per_char': 0.30606792231429203, 'uncond_total_prob': 3.026434585097214e-06, 'norm_correct_prob': 0.22840468073111767, 'norm_correct_prob_per_token': 0.24303807608835357, 'norm_correct_prob_per_char': 0.2489841762264544, 'primary_metric': 0.24437299035369775}
|
10M
|
DCLM-Baseline
|
mmlu_philosophy
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5916398713826367, 'predicted_index_per_token': 1.7170418006430868, 'predicted_index_per_char': 1.4533762057877813, 'predicted_index_per_byte': 1.459807073954984, 'predicted_index_uncond': 1.4212218649517685, 'correct_choice': 1.594855305466238, 'acc_raw': 0.22186495176848875, 'acc_per_token': 0.21543408360128619, 'acc_per_char': 0.26366559485530544, 'acc_per_byte': 0.26688102893890675, 'acc_uncond': 0.26688102893890675, 'no_answer': 0.0, 'sum_logits_corr': -36.26323599984025, 'logits_per_token_corr': -5.359377081703021, 'logits_per_char_corr': -1.0486688386104863, 'bits_per_byte_corr': 1.507665840522865, 'correct_prob': 3.508198510380551e-05, 'correct_prob_per_token': 0.011260507253565049, 'correct_prob_per_char': 0.36582201144723464, 'margin': -2.5504273110924586e-06, 'margin_per_token': -0.008485388948072879, 'margin_per_char': -0.061800350485552095, 'total_prob': 8.371061428026839e-05, 'total_prob_per_token': 0.04630484142261436, 'total_prob_per_char': 1.476718762522167, 'uncond_correct_prob': 4.6059718531879095e-07, 'uncond_correct_prob_per_token': 0.005802436912030052, 'uncond_correct_prob_per_char': 0.2979946416959162, 'uncond_total_prob': 1.2372011450573801e-06, 'norm_correct_prob': 0.21663026702803273, 'norm_correct_prob_per_token': 0.2398746732790476, 'norm_correct_prob_per_char': 0.24781382413315167, 'primary_metric': 0.22186495176848875}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4537037037037037, 'predicted_index_per_token': 1.5679012345679013, 'predicted_index_per_char': 1.521604938271605, 'predicted_index_per_byte': 1.521604938271605, 'predicted_index_uncond': 1.5864197530864197, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2808641975308642, 'acc_per_token': 0.2839506172839506, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.2962962962962963, 'no_answer': 0.0, 'sum_logits_corr': -89.25557170385196, 'logits_per_token_corr': -10.882984633003105, 'logits_per_char_corr': -2.6431498698326292, 'bits_per_byte_corr': 3.8101325359778593, 'correct_prob': 7.611798809993836e-07, 'correct_prob_per_token': 1.890478437577207e-05, 'correct_prob_per_char': 0.1040520899847303, 'margin': -4.913246195175063e-07, 'margin_per_token': -1.1732371824501381e-06, 'margin_per_char': -0.037351749958155184, 'total_prob': 2.9548141852411915e-06, 'total_prob_per_token': 7.476335819449631e-05, 'total_prob_per_char': 0.41833327338881604, 'uncond_correct_prob': 7.414886682406232e-07, 'uncond_correct_prob_per_token': 1.845761231765911e-05, 'uncond_correct_prob_per_char': 0.10369609085464704, 'uncond_total_prob': 3.0052754875175528e-06, 'norm_correct_prob': 0.2609657144844212, 'norm_correct_prob_per_token': 0.2526667664062992, 'norm_correct_prob_per_char': 0.2442743375587907, 'primary_metric': 0.2808641975308642}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5277777777777777, 'predicted_index_per_token': 1.7685185185185186, 'predicted_index_per_char': 1.558641975308642, 'predicted_index_per_byte': 1.558641975308642, 'predicted_index_uncond': 1.5895061728395061, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2654320987654321, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.25308641975308643, 'no_answer': 0.0, 'sum_logits_corr': -88.52991609808839, 'logits_per_token_corr': -10.79442695137267, 'logits_per_char_corr': -2.6226854530183163, 'bits_per_byte_corr': 3.7806089733610966, 'correct_prob': 7.43990320897665e-07, 'correct_prob_per_token': 2.0695251474638626e-05, 'correct_prob_per_char': 0.10587825981379426, 'margin': -6.110629437294799e-07, 'margin_per_token': -1.5020063073871293e-06, 'margin_per_char': -0.038038753862580925, 'total_prob': 3.0925829339892575e-06, 'total_prob_per_token': 8.217169995750238e-05, 'total_prob_per_char': 0.4260549133282665, 'uncond_correct_prob': 6.854577275589613e-07, 'uncond_correct_prob_per_token': 1.9477011919586154e-05, 'uncond_correct_prob_per_char': 0.10465880985641204, 'uncond_total_prob': 3.1004176107970548e-06, 'norm_correct_prob': 0.26298815213683535, 'norm_correct_prob_per_token': 0.25144866440893204, 'norm_correct_prob_per_char': 0.2438505949708677, 'primary_metric': 0.2654320987654321}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.478395061728395, 'predicted_index_per_token': 1.4691358024691359, 'predicted_index_per_char': 1.5339506172839505, 'predicted_index_per_byte': 1.5339506172839505, 'predicted_index_uncond': 1.4845679012345678, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.25617283950617287, 'acc_per_token': 0.24074074074074073, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.20987654320987653, 'acc_uncond': 0.21604938271604937, 'no_answer': 0.0, 'sum_logits_corr': -89.00173249951115, 'logits_per_token_corr': -10.854330531970481, 'logits_per_char_corr': -2.63735804809683, 'bits_per_byte_corr': 3.8017564614612267, 'correct_prob': 7.731157282257853e-07, 'correct_prob_per_token': 1.9433941166003126e-05, 'correct_prob_per_char': 0.10474492837287638, 'margin': -6.902230706888429e-07, 'margin_per_token': -1.5492281453014438e-06, 'margin_per_char': -0.037998035225903476, 'total_prob': 3.361289842843346e-06, 'total_prob_per_token': 7.777298148988615e-05, 'total_prob_per_char': 0.4220008335776496, 'uncond_correct_prob': 6.896121440496384e-07, 'uncond_correct_prob_per_token': 1.9321059827630938e-05, 'uncond_correct_prob_per_char': 0.10452746325617557, 'uncond_total_prob': 2.8582957292564497e-06, 'norm_correct_prob': 0.26226625446082263, 'norm_correct_prob_per_token': 0.24994554731821284, 'norm_correct_prob_per_char': 0.24355890808442654, 'primary_metric': 0.25617283950617287}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.632716049382716, 'predicted_index_per_token': 1.6018518518518519, 'predicted_index_per_char': 1.6574074074074074, 'predicted_index_per_byte': 1.6574074074074074, 'predicted_index_uncond': 1.5802469135802468, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.22839506172839505, 'acc_per_char': 0.2191358024691358, 'acc_per_byte': 0.2191358024691358, 'acc_uncond': 0.22839506172839505, 'no_answer': 0.0, 'sum_logits_corr': -46.86282015729834, 'logits_per_token_corr': -6.487416086585356, 'logits_per_char_corr': -1.5347860908713433, 'bits_per_byte_corr': 2.2125922234110758, 'correct_prob': 5.69962170531904e-07, 'correct_prob_per_token': 0.0054742985442378204, 'correct_prob_per_char': 0.26211327348542857, 'margin': -1.8177469136019175e-06, 'margin_per_token': -0.0029528615086535366, 'margin_per_char': -0.05941173933425785, 'total_prob': 3.5530324972737523e-06, 'total_prob_per_token': 0.020757327097670218, 'total_prob_per_char': 1.0582304020595472, 'uncond_correct_prob': 2.0814722065971952e-07, 'uncond_correct_prob_per_token': 0.003898792004313164, 'uncond_correct_prob_per_char': 0.2429716865224809, 'uncond_total_prob': 1.170002310220877e-06, 'norm_correct_prob': 0.2774189199287469, 'norm_correct_prob_per_token': 0.24316261283095486, 'norm_correct_prob_per_char': 0.24594117169678884, 'primary_metric': 0.2777777777777778}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.595679012345679, 'predicted_index_per_token': 1.691358024691358, 'predicted_index_per_char': 1.6820987654320987, 'predicted_index_per_byte': 1.6851851851851851, 'predicted_index_uncond': 1.654320987654321, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2654320987654321, 'acc_per_token': 0.22530864197530864, 'acc_per_char': 0.2006172839506173, 'acc_per_byte': 0.19753086419753085, 'acc_uncond': 0.22839506172839505, 'no_answer': 0.0, 'sum_logits_corr': -45.16844601690033, 'logits_per_token_corr': -6.159785936683041, 'logits_per_char_corr': -1.4629298415535648, 'bits_per_byte_corr': 2.1091461196625043, 'correct_prob': 1.930352013143826e-06, 'correct_prob_per_token': 0.007010669852685214, 'correct_prob_per_char': 0.279435510578756, 'margin': -4.683043301828834e-06, 'margin_per_token': -0.0045014428474193175, 'margin_per_char': -0.06454450373571378, 'total_prob': 1.0231762363111603e-05, 'total_prob_per_token': 0.027825220071005862, 'total_prob_per_char': 1.129313519724423, 'uncond_correct_prob': 9.297108364318486e-07, 'uncond_correct_prob_per_token': 0.00424658670357489, 'uncond_correct_prob_per_char': 0.24670099453148903, 'uncond_total_prob': 4.639891107266829e-06, 'norm_correct_prob': 0.2626220651679572, 'norm_correct_prob_per_token': 0.24279169183739632, 'norm_correct_prob_per_char': 0.2450566726983999, 'primary_metric': 0.2654320987654321}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.6111111111111112, 'predicted_index_per_token': 1.7160493827160495, 'predicted_index_per_char': 1.6481481481481481, 'predicted_index_per_byte': 1.6481481481481481, 'predicted_index_uncond': 1.4938271604938271, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.26851851851851855, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.2345679012345679, 'acc_per_byte': 0.2345679012345679, 'acc_uncond': 0.23148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -47.73043007909516, 'logits_per_token_corr': -6.660998154102002, 'logits_per_char_corr': -1.5651180271580947, 'bits_per_byte_corr': 2.2565249786520787, 'correct_prob': 3.8229536153386187e-07, 'correct_prob_per_token': 0.005007432836619457, 'correct_prob_per_char': 0.25396635703534365, 'margin': -3.8797640412538284e-07, 'margin_per_token': -0.003150197705375145, 'margin_per_char': -0.055908058631667104, 'total_prob': 1.370199460106369e-06, 'total_prob_per_token': 0.019454865127975486, 'total_prob_per_char': 1.0250395408112385, 'uncond_correct_prob': 2.733186621885553e-07, 'uncond_correct_prob_per_token': 0.0036344525075748778, 'uncond_correct_prob_per_char': 0.23804073532548425, 'uncond_total_prob': 1.4332456649481998e-06, 'norm_correct_prob': 0.2713603081452752, 'norm_correct_prob_per_token': 0.24735488092547087, 'norm_correct_prob_per_char': 0.24714955026079094, 'primary_metric': 0.26851851851851855}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.6296296296296295, 'predicted_index_per_token': 1.6759259259259258, 'predicted_index_per_char': 1.6141975308641976, 'predicted_index_per_byte': 1.6141975308641976, 'predicted_index_uncond': 1.521604938271605, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.25, 'acc_per_token': 0.21604938271604937, 'acc_per_char': 0.17901234567901234, 'acc_per_byte': 0.17901234567901234, 'acc_uncond': 0.2222222222222222, 'no_answer': 0.0, 'sum_logits_corr': -45.80574448314714, 'logits_per_token_corr': -6.292285678380279, 'logits_per_char_corr': -1.485555089522593, 'bits_per_byte_corr': 2.1417123361324606, 'correct_prob': 1.6066433111635848e-06, 'correct_prob_per_token': 0.007444263253256744, 'correct_prob_per_char': 0.27453324994457307, 'margin': -3.65048185358602e-06, 'margin_per_token': -0.0039259060896925865, 'margin_per_char': -0.06395201590402366, 'total_prob': 8.32737957345775e-06, 'total_prob_per_token': 0.02745136362884847, 'total_prob_per_char': 1.1108240711090298, 'uncond_correct_prob': 3.320282704813597e-07, 'uncond_correct_prob_per_token': 0.004032153429038286, 'uncond_correct_prob_per_char': 0.24542581645981715, 'uncond_total_prob': 1.8382930248303989e-06, 'norm_correct_prob': 0.26335049019249945, 'norm_correct_prob_per_token': 0.24190745339072495, 'norm_correct_prob_per_char': 0.24502375119044578, 'primary_metric': 0.25}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.5833333333333333, 'predicted_index_per_token': 1.6604938271604939, 'predicted_index_per_char': 1.5925925925925926, 'predicted_index_per_byte': 1.5925925925925926, 'predicted_index_uncond': 1.4938271604938271, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2654320987654321, 'acc_per_token': 0.2191358024691358, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.24074074074074073, 'no_answer': 0.0, 'sum_logits_corr': -46.204368717876484, 'logits_per_token_corr': -6.368943375602616, 'logits_per_char_corr': -1.5053579936317363, 'bits_per_byte_corr': 2.170154508024616, 'correct_prob': 8.474445773459593e-07, 'correct_prob_per_token': 0.005825253244887433, 'correct_prob_per_char': 0.26763475850844753, 'margin': -2.7619897235692985e-06, 'margin_per_token': -0.003563279423132738, 'margin_per_char': -0.05852410304727604, 'total_prob': 5.386223684474024e-06, 'total_prob_per_token': 0.022658452143925235, 'total_prob_per_char': 1.0793751789556734, 'uncond_correct_prob': 5.426105457909431e-07, 'uncond_correct_prob_per_token': 0.004942883674866988, 'uncond_correct_prob_per_char': 0.2546168580018571, 'uncond_total_prob': 4.7493295196702144e-06, 'norm_correct_prob': 0.2711580571502526, 'norm_correct_prob_per_token': 0.24213568921149203, 'norm_correct_prob_per_char': 0.24668368975458238, 'primary_metric': 0.2654320987654321}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.632716049382716, 'predicted_index_per_token': 1.6882716049382716, 'predicted_index_per_char': 1.6388888888888888, 'predicted_index_per_byte': 1.6388888888888888, 'predicted_index_uncond': 1.4722222222222223, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2993827160493827, 'acc_per_token': 0.24691358024691357, 'acc_per_char': 0.2345679012345679, 'acc_per_byte': 0.2345679012345679, 'acc_uncond': 0.22839506172839505, 'no_answer': 0.0, 'sum_logits_corr': -45.803562388008025, 'logits_per_token_corr': -6.308827701538835, 'logits_per_char_corr': -1.4919947937379872, 'bits_per_byte_corr': 2.1509259275469628, 'correct_prob': 1.4918496219017536e-06, 'correct_prob_per_token': 0.00626024778471228, 'correct_prob_per_char': 0.2710906337473433, 'margin': -2.5498672830685618e-06, 'margin_per_token': -0.004283325284302875, 'margin_per_char': -0.061860001536809324, 'total_prob': 7.465467067816813e-06, 'total_prob_per_token': 0.024623858937439017, 'total_prob_per_char': 1.0961712263111527, 'uncond_correct_prob': 4.6441247416433296e-07, 'uncond_correct_prob_per_token': 0.0039136110244832436, 'uncond_correct_prob_per_char': 0.24427428572819979, 'uncond_total_prob': 1.8693508170923489e-06, 'norm_correct_prob': 0.282644469340813, 'norm_correct_prob_per_token': 0.2381998869176001, 'norm_correct_prob_per_char': 0.24540996932643752, 'primary_metric': 0.2993827160493827}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.6111111111111112, 'predicted_index_per_token': 1.6296296296296295, 'predicted_index_per_char': 1.632716049382716, 'predicted_index_per_byte': 1.632716049382716, 'predicted_index_uncond': 1.521604938271605, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2808641975308642, 'acc_per_token': 0.21604938271604937, 'acc_per_char': 0.19753086419753085, 'acc_per_byte': 0.19753086419753085, 'acc_uncond': 0.21296296296296297, 'no_answer': 0.0, 'sum_logits_corr': -44.59803012859674, 'logits_per_token_corr': -6.092175787487317, 'logits_per_char_corr': -1.438758025371977, 'bits_per_byte_corr': 2.0742780654037443, 'correct_prob': 6.254422958206191e-06, 'correct_prob_per_token': 0.007460236311110429, 'correct_prob_per_char': 0.28228009341180615, 'margin': -7.199712754447009e-06, 'margin_per_token': -0.0039723900076456065, 'margin_per_char': -0.0623159829683055, 'total_prob': 2.4752441185507587e-05, 'total_prob_per_token': 0.027916058336954586, 'total_prob_per_char': 1.1397107606949972, 'uncond_correct_prob': 6.80313531256418e-07, 'uncond_correct_prob_per_token': 0.004747545847720778, 'uncond_correct_prob_per_char': 0.2546110060708636, 'uncond_total_prob': 3.5464114151148188e-06, 'norm_correct_prob': 0.2782305717403702, 'norm_correct_prob_per_token': 0.24462251378436012, 'norm_correct_prob_per_char': 0.24502319028030586, 'primary_metric': 0.2808641975308642}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5833333333333333, 'predicted_index_per_token': 1.6851851851851851, 'predicted_index_per_char': 1.5987654320987654, 'predicted_index_per_byte': 1.5987654320987654, 'predicted_index_uncond': 1.441358024691358, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.27469135802469136, 'acc_per_token': 0.23765432098765432, 'acc_per_char': 0.20679012345679013, 'acc_per_byte': 0.20679012345679013, 'acc_uncond': 0.23765432098765432, 'no_answer': 0.0, 'sum_logits_corr': -44.45673870157312, 'logits_per_token_corr': -6.134017802508726, 'logits_per_char_corr': -1.4434030372129054, 'bits_per_byte_corr': 2.081015162122882, 'correct_prob': 1.4622192360046367e-06, 'correct_prob_per_token': 0.007160431478364044, 'correct_prob_per_char': 0.28016186853124636, 'margin': -1.579163573242046e-06, 'margin_per_token': -0.00431676230340886, 'margin_per_char': -0.05988372860425789, 'total_prob': 5.409456552089366e-06, 'total_prob_per_token': 0.027602672398369492, 'total_prob_per_char': 1.1276253055634555, 'uncond_correct_prob': 1.2434216699276417e-06, 'uncond_correct_prob_per_token': 0.0054700246059630015, 'uncond_correct_prob_per_char': 0.26387914569773796, 'uncond_total_prob': 6.698033134845217e-06, 'norm_correct_prob': 0.2712815147378207, 'norm_correct_prob_per_token': 0.24901179688953115, 'norm_correct_prob_per_char': 0.24848662740531113, 'primary_metric': 0.27469135802469136}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5802469135802468, 'predicted_index_per_token': 1.6388888888888888, 'predicted_index_per_char': 1.6481481481481481, 'predicted_index_per_byte': 1.6481481481481481, 'predicted_index_uncond': 1.4722222222222223, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2932098765432099, 'acc_per_token': 0.2345679012345679, 'acc_per_char': 0.2191358024691358, 'acc_per_byte': 0.2191358024691358, 'acc_uncond': 0.2345679012345679, 'no_answer': 0.0, 'sum_logits_corr': -44.11368094108723, 'logits_per_token_corr': -6.054474137997501, 'logits_per_char_corr': -1.426405458370618, 'bits_per_byte_corr': 2.056430972842236, 'correct_prob': 4.292796412303714e-06, 'correct_prob_per_token': 0.008445396671198174, 'correct_prob_per_char': 0.2853804063511346, 'margin': -4.094731058579269e-06, 'margin_per_token': -0.004316116838950007, 'margin_per_char': -0.05953594933749295, 'total_prob': 1.6383924546022225e-05, 'total_prob_per_token': 0.031261458306628916, 'total_prob_per_char': 1.1521595676550898, 'uncond_correct_prob': 1.0234204868399162e-06, 'uncond_correct_prob_per_token': 0.004913846074315, 'uncond_correct_prob_per_char': 0.2584797393085734, 'uncond_total_prob': 5.05331599375602e-06, 'norm_correct_prob': 0.27878630589623254, 'norm_correct_prob_per_token': 0.2404993211471305, 'norm_correct_prob_per_char': 0.24620448544860096, 'primary_metric': 0.2932098765432099}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5493827160493827, 'predicted_index_per_token': 1.6203703703703705, 'predicted_index_per_char': 1.6728395061728396, 'predicted_index_per_byte': 1.6728395061728396, 'predicted_index_uncond': 1.5339506172839505, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.27469135802469136, 'acc_per_token': 0.22530864197530864, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.20987654320987653, 'no_answer': 0.0, 'sum_logits_corr': -43.79555131770946, 'logits_per_token_corr': -5.9960686514717105, 'logits_per_char_corr': -1.4097131900347468, 'bits_per_byte_corr': 2.032370841116407, 'correct_prob': 3.824646511287827e-06, 'correct_prob_per_token': 0.009357682243749527, 'correct_prob_per_char': 0.28973307391009323, 'margin': -3.743232491553047e-06, 'margin_per_token': -0.0034778526268743454, 'margin_per_char': -0.062374669859727214, 'total_prob': 1.4821305125660374e-05, 'total_prob_per_token': 0.03173141552062811, 'total_prob_per_char': 1.1622479769354124, 'uncond_correct_prob': 8.882314416922348e-07, 'uncond_correct_prob_per_token': 0.005020132371779743, 'uncond_correct_prob_per_char': 0.25730171456835216, 'uncond_total_prob': 3.7310708310580848e-06, 'norm_correct_prob': 0.2759477856835057, 'norm_correct_prob_per_token': 0.24703331635147488, 'norm_correct_prob_per_char': 0.24709873609109012, 'primary_metric': 0.27469135802469136}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5740740740740742, 'predicted_index_per_token': 1.5925925925925926, 'predicted_index_per_char': 1.6450617283950617, 'predicted_index_per_byte': 1.6388888888888888, 'predicted_index_uncond': 1.4907407407407407, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.27469135802469136, 'acc_per_token': 0.22530864197530864, 'acc_per_char': 0.20679012345679013, 'acc_per_byte': 0.20679012345679013, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -44.21407862062807, 'logits_per_token_corr': -6.083323085169784, 'logits_per_char_corr': -1.4327621736102845, 'bits_per_byte_corr': 2.0655073880686605, 'correct_prob': 2.497950431361761e-06, 'correct_prob_per_token': 0.007874569261365703, 'correct_prob_per_char': 0.2835800897324513, 'margin': -1.3405072544763198e-06, 'margin_per_token': -0.004001076465035645, 'margin_per_char': -0.06044495204579523, 'total_prob': 7.470711063779741e-06, 'total_prob_per_token': 0.02908294132101021, 'total_prob_per_char': 1.1441328341248762, 'uncond_correct_prob': 1.4160360455241305e-06, 'uncond_correct_prob_per_token': 0.005371375361954524, 'uncond_correct_prob_per_char': 0.2594753217168328, 'uncond_total_prob': 7.028047370522175e-06, 'norm_correct_prob': 0.27944694291206224, 'norm_correct_prob_per_token': 0.2467851099390653, 'norm_correct_prob_per_char': 0.24703327908632003, 'primary_metric': 0.27469135802469136}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5709876543209877, 'predicted_index_per_token': 1.6080246913580247, 'predicted_index_per_char': 1.5895061728395061, 'predicted_index_per_byte': 1.5895061728395061, 'predicted_index_uncond': 1.4259259259259258, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.24691358024691357, 'acc_per_token': 0.22839506172839505, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.21296296296296297, 'no_answer': 0.0, 'sum_logits_corr': -43.61066045584502, 'logits_per_token_corr': -5.999940049974757, 'logits_per_char_corr': -1.406285295036045, 'bits_per_byte_corr': 2.0274097488132647, 'correct_prob': 5.066972851089735e-06, 'correct_prob_per_token': 0.008910805751618713, 'correct_prob_per_char': 0.28858341439156343, 'margin': -2.6882268376859203e-06, 'margin_per_token': -0.005849240763289433, 'margin_per_char': -0.06323012494696437, 'total_prob': 1.4892256228951043e-05, 'total_prob_per_token': 0.03464178289305146, 'total_prob_per_char': 1.1684301949515137, 'uncond_correct_prob': 5.363070090344567e-07, 'uncond_correct_prob_per_token': 0.00536619051750526, 'uncond_correct_prob_per_char': 0.2594080774723852, 'uncond_total_prob': 3.836540674022386e-06, 'norm_correct_prob': 0.26039288315189574, 'norm_correct_prob_per_token': 0.24016504399943658, 'norm_correct_prob_per_char': 0.24555570231548704, 'primary_metric': 0.24691358024691357}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.5925925925925926, 'predicted_index_per_token': 1.6419753086419753, 'predicted_index_per_char': 1.6574074074074074, 'predicted_index_per_byte': 1.6512345679012346, 'predicted_index_uncond': 1.5339506172839505, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2839506172839506, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.2191358024691358, 'acc_per_byte': 0.2191358024691358, 'acc_uncond': 0.22530864197530864, 'no_answer': 0.0, 'sum_logits_corr': -42.85270606441262, 'logits_per_token_corr': -5.823985193216049, 'logits_per_char_corr': -1.3666722714030346, 'bits_per_byte_corr': 1.9703601985480947, 'correct_prob': 5.504150210788384e-06, 'correct_prob_per_token': 0.00924072270373058, 'correct_prob_per_char': 0.29642779265274993, 'margin': -5.48230630378822e-06, 'margin_per_token': -0.0051487767072424685, 'margin_per_char': -0.061125856706280644, 'total_prob': 2.160169045575766e-05, 'total_prob_per_token': 0.034851638772177916, 'total_prob_per_char': 1.1941674425223878, 'uncond_correct_prob': 7.067497639323149e-07, 'uncond_correct_prob_per_token': 0.004278284842662766, 'uncond_correct_prob_per_char': 0.24601475146453852, 'uncond_total_prob': 2.7813417314933372e-06, 'norm_correct_prob': 0.27811075963503945, 'norm_correct_prob_per_token': 0.2467186831243775, 'norm_correct_prob_per_char': 0.2472804896669076, 'primary_metric': 0.2839506172839506}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.6018518518518519, 'predicted_index_per_token': 1.6388888888888888, 'predicted_index_per_char': 1.6141975308641976, 'predicted_index_per_byte': 1.6141975308641976, 'predicted_index_uncond': 1.4722222222222223, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2962962962962963, 'acc_per_token': 0.22839506172839505, 'acc_per_char': 0.2191358024691358, 'acc_per_byte': 0.2191358024691358, 'acc_uncond': 0.25925925925925924, 'no_answer': 0.0, 'sum_logits_corr': -42.77238838613769, 'logits_per_token_corr': -5.8122420252134, 'logits_per_char_corr': -1.3762853370245645, 'bits_per_byte_corr': 1.9841097018746863, 'correct_prob': 5.107822982149292e-06, 'correct_prob_per_token': 0.009569004155678216, 'correct_prob_per_char': 0.2984961272531758, 'margin': -3.7879487311473804e-06, 'margin_per_token': -0.004659417290222575, 'margin_per_char': -0.0612842001526475, 'total_prob': 1.81241017434238e-05, 'total_prob_per_token': 0.03491762855632413, 'total_prob_per_char': 1.1982602929537245, 'uncond_correct_prob': 5.103444410410669e-07, 'uncond_correct_prob_per_token': 0.005715038951733777, 'uncond_correct_prob_per_char': 0.2617626949271702, 'uncond_total_prob': 3.7032720814625825e-06, 'norm_correct_prob': 0.29301096484860173, 'norm_correct_prob_per_token': 0.24596940542923834, 'norm_correct_prob_per_char': 0.2483320682387553, 'primary_metric': 0.2962962962962963}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.5987654320987654, 'predicted_index_per_token': 1.626543209876543, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.4074074074074074, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2839506172839506, 'acc_per_token': 0.25, 'acc_per_char': 0.2191358024691358, 'acc_per_byte': 0.2191358024691358, 'acc_uncond': 0.22530864197530864, 'no_answer': 0.0, 'sum_logits_corr': -43.372701484480025, 'logits_per_token_corr': -5.911716915887142, 'logits_per_char_corr': -1.394943959280441, 'bits_per_byte_corr': 2.0111109321181533, 'correct_prob': 1.0401014318083927e-05, 'correct_prob_per_token': 0.009422326261252015, 'correct_prob_per_char': 0.29294660064659006, 'margin': -1.2914302136873755e-05, 'margin_per_token': -0.004957356988449492, 'margin_per_char': -0.06302274285763272, 'total_prob': 4.5247115080048486e-05, 'total_prob_per_token': 0.03387363574069124, 'total_prob_per_char': 1.177462705674036, 'uncond_correct_prob': 1.5529639959034527e-06, 'uncond_correct_prob_per_token': 0.005203417048542829, 'uncond_correct_prob_per_char': 0.26450180100064136, 'uncond_total_prob': 1.1463693837086684e-05, 'norm_correct_prob': 0.286610969521737, 'norm_correct_prob_per_token': 0.24687827951932503, 'norm_correct_prob_per_char': 0.2460739817513928, 'primary_metric': 0.2839506172839506}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.6203703703703705, 'predicted_index_per_token': 1.6790123456790123, 'predicted_index_per_char': 1.6358024691358024, 'predicted_index_per_byte': 1.6358024691358024, 'predicted_index_uncond': 1.5030864197530864, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2808641975308642, 'acc_per_token': 0.22530864197530864, 'acc_per_char': 0.2006172839506173, 'acc_per_byte': 0.2006172839506173, 'acc_uncond': 0.23765432098765432, 'no_answer': 0.0, 'sum_logits_corr': -42.53918607735339, 'logits_per_token_corr': -5.808855383309429, 'logits_per_char_corr': -1.3650594727969536, 'bits_per_byte_corr': 1.967935857946391, 'correct_prob': 5.793741760981993e-06, 'correct_prob_per_token': 0.00954877658012625, 'correct_prob_per_char': 0.29760375649479287, 'margin': -9.43570703976433e-06, 'margin_per_token': -0.005218482004668461, 'margin_per_char': -0.06403946543503546, 'total_prob': 2.886978820361122e-05, 'total_prob_per_token': 0.036206636655345424, 'total_prob_per_char': 1.2032192820685925, 'uncond_correct_prob': 8.334537716176051e-07, 'uncond_correct_prob_per_token': 0.004269731982195762, 'uncond_correct_prob_per_char': 0.2464038767422193, 'uncond_total_prob': 3.534865899541726e-06, 'norm_correct_prob': 0.27788402707607984, 'norm_correct_prob_per_token': 0.24230204828189808, 'norm_correct_prob_per_char': 0.24590854541562018, 'primary_metric': 0.2808641975308642}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.5648148148148149, 'predicted_index_per_token': 1.6419753086419753, 'predicted_index_per_char': 1.632716049382716, 'predicted_index_per_byte': 1.632716049382716, 'predicted_index_uncond': 1.595679012345679, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.2345679012345679, 'acc_per_char': 0.2191358024691358, 'acc_per_byte': 0.2191358024691358, 'acc_uncond': 0.22839506172839505, 'no_answer': 0.0, 'sum_logits_corr': -42.91518152790305, 'logits_per_token_corr': -5.90782290714155, 'logits_per_char_corr': -1.3944854177931991, 'bits_per_byte_corr': 2.0103922808332197, 'correct_prob': 1.8978170468609815e-06, 'correct_prob_per_token': 0.009060087388153637, 'correct_prob_per_char': 0.2943567967011726, 'margin': -3.880128037945312e-06, 'margin_per_token': -0.004555203548440924, 'margin_per_char': -0.05989422255655352, 'total_prob': 9.213903604863298e-06, 'total_prob_per_token': 0.0331987536725241, 'total_prob_per_char': 1.1817389306056334, 'uncond_correct_prob': 5.977428598823009e-07, 'uncond_correct_prob_per_token': 0.005416341312369562, 'uncond_correct_prob_per_char': 0.26064385415302255, 'uncond_total_prob': 3.306402680624035e-06, 'norm_correct_prob': 0.27354205209176236, 'norm_correct_prob_per_token': 0.24842340857958553, 'norm_correct_prob_per_char': 0.24773289316338676, 'primary_metric': 0.2777777777777778}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.6820987654320987, 'predicted_index_per_token': 1.6944444444444444, 'predicted_index_per_char': 1.5987654320987654, 'predicted_index_per_byte': 1.5925925925925926, 'predicted_index_uncond': 1.4166666666666667, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2839506172839506, 'acc_per_token': 0.2654320987654321, 'acc_per_char': 0.22839506172839505, 'acc_per_byte': 0.22839506172839505, 'acc_uncond': 0.2716049382716049, 'no_answer': 0.0, 'sum_logits_corr': -42.7001578071971, 'logits_per_token_corr': -5.847870869936352, 'logits_per_char_corr': -1.3742209097366576, 'bits_per_byte_corr': 1.9811704691851306, 'correct_prob': 5.937576020094623e-06, 'correct_prob_per_token': 0.009658728776189186, 'correct_prob_per_char': 0.2972219499901409, 'margin': -6.71183086503607e-06, 'margin_per_token': -0.00601378662805102, 'margin_per_char': -0.06356693207194836, 'total_prob': 2.4350568107205788e-05, 'total_prob_per_token': 0.036708676547336484, 'total_prob_per_char': 1.1981534136804664, 'uncond_correct_prob': 2.9982861397374956e-07, 'uncond_correct_prob_per_token': 0.004921779990889735, 'uncond_correct_prob_per_char': 0.24673167612233046, 'uncond_total_prob': 1.6395379056237577e-06, 'norm_correct_prob': 0.2779353821883504, 'norm_correct_prob_per_token': 0.2463885760783688, 'norm_correct_prob_per_char': 0.24612338308563284, 'primary_metric': 0.2839506172839506}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.5555555555555556, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.5648148148148149, 'predicted_index_per_byte': 1.5648148148148149, 'predicted_index_uncond': 1.4691358024691359, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2623456790123457, 'acc_per_token': 0.21604938271604937, 'acc_per_char': 0.19753086419753085, 'acc_per_byte': 0.19753086419753085, 'acc_uncond': 0.24382716049382716, 'no_answer': 0.0, 'sum_logits_corr': -42.25818618285803, 'logits_per_token_corr': -5.775566404192226, 'logits_per_char_corr': -1.3529882604497183, 'bits_per_byte_corr': 1.9505905844225206, 'correct_prob': 5.229679517060179e-06, 'correct_prob_per_token': 0.009991578863871062, 'correct_prob_per_char': 0.3001639932165307, 'margin': -9.62372516553061e-06, 'margin_per_token': -0.005888384939414993, 'margin_per_char': -0.06747972055404296, 'total_prob': 2.7532981344190436e-05, 'total_prob_per_token': 0.03876527668906139, 'total_prob_per_char': 1.2189961520363157, 'uncond_correct_prob': 8.028295773811002e-07, 'uncond_correct_prob_per_token': 0.004317065062506021, 'uncond_correct_prob_per_char': 0.24438112448418545, 'uncond_total_prob': 4.5809500366452175e-06, 'norm_correct_prob': 0.26072207191812286, 'norm_correct_prob_per_token': 0.2399610730614991, 'norm_correct_prob_per_char': 0.24517410710680382, 'primary_metric': 0.2623456790123457}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.5740740740740742, 'predicted_index_per_token': 1.6512345679012346, 'predicted_index_per_char': 1.632716049382716, 'predicted_index_per_byte': 1.626543209876543, 'predicted_index_uncond': 1.4691358024691359, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.25925925925925924, 'acc_per_token': 0.22530864197530864, 'acc_per_char': 0.2006172839506173, 'acc_per_byte': 0.2006172839506173, 'acc_uncond': 0.21296296296296297, 'no_answer': 0.0, 'sum_logits_corr': -42.330818207175646, 'logits_per_token_corr': -5.819070886501815, 'logits_per_char_corr': -1.3745633466437093, 'bits_per_byte_corr': 1.9816945152910022, 'correct_prob': 3.4103574630579366e-06, 'correct_prob_per_token': 0.009967575734877776, 'correct_prob_per_char': 0.3001472321120443, 'margin': -3.1643843127971084e-06, 'margin_per_token': -0.004730842402066768, 'margin_per_char': -0.06202237577964085, 'total_prob': 1.1483667260501218e-05, 'total_prob_per_token': 0.03662933624378865, 'total_prob_per_char': 1.2092450050909198, 'uncond_correct_prob': 6.393682822665448e-07, 'uncond_correct_prob_per_token': 0.005605473381895323, 'uncond_correct_prob_per_char': 0.26625609675488854, 'uncond_total_prob': 4.209329954796332e-06, 'norm_correct_prob': 0.2667373382633132, 'norm_correct_prob_per_token': 0.24315609655212755, 'norm_correct_prob_per_char': 0.246002835293588, 'primary_metric': 0.25925925925925924}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.6049382716049383, 'predicted_index_per_token': 1.623456790123457, 'predicted_index_per_char': 1.537037037037037, 'predicted_index_per_byte': 1.537037037037037, 'predicted_index_uncond': 1.4166666666666667, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.27469135802469136, 'acc_per_token': 0.23148148148148148, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.20987654320987653, 'acc_uncond': 0.23148148148148148, 'no_answer': 0.0, 'sum_logits_corr': -41.840625842412315, 'logits_per_token_corr': -5.738063716619569, 'logits_per_char_corr': -1.3500706279851087, 'bits_per_byte_corr': 1.9464122088299496, 'correct_prob': 1.2107938032138795e-05, 'correct_prob_per_token': 0.010502236479216312, 'correct_prob_per_char': 0.3032501963596425, 'margin': -2.1106253831081344e-06, 'margin_per_token': -0.006053415200659465, 'margin_per_char': -0.06382065984036303, 'total_prob': 3.5746134653083666e-05, 'total_prob_per_token': 0.040348948606393396, 'total_prob_per_char': 1.2251784699899149, 'uncond_correct_prob': 1.343517843143243e-07, 'uncond_correct_prob_per_token': 0.004708419940701715, 'uncond_correct_prob_per_char': 0.24671305464883875, 'uncond_total_prob': 1.1113020446209157e-06, 'norm_correct_prob': 0.2708184943484585, 'norm_correct_prob_per_token': 0.2407960990687889, 'norm_correct_prob_per_char': 0.2451347684075801, 'primary_metric': 0.27469135802469136}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5648148148148149, 'predicted_index_per_token': 1.595679012345679, 'predicted_index_per_char': 1.5987654320987654, 'predicted_index_per_byte': 1.5925925925925926, 'predicted_index_uncond': 1.4382716049382716, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.25617283950617287, 'acc_per_token': 0.21604938271604937, 'acc_per_char': 0.19753086419753085, 'acc_per_byte': 0.19753086419753085, 'acc_uncond': 0.2006172839506173, 'no_answer': 0.0, 'sum_logits_corr': -41.60408600171407, 'logits_per_token_corr': -5.703562628098781, 'logits_per_char_corr': -1.33852047409241, 'bits_per_byte_corr': 1.9297960426818008, 'correct_prob': 5.984469998298726e-06, 'correct_prob_per_token': 0.010724797369548882, 'correct_prob_per_char': 0.3052948054631827, 'margin': -1.4820667090362823e-05, 'margin_per_token': -0.006421628212565229, 'margin_per_char': -0.06707487241846737, 'total_prob': 3.5631149299537344e-05, 'total_prob_per_token': 0.04160754740411715, 'total_prob_per_char': 1.2365098491527715, 'uncond_correct_prob': 7.81666655799253e-07, 'uncond_correct_prob_per_token': 0.00465528962482229, 'uncond_correct_prob_per_char': 0.25094808754562853, 'uncond_total_prob': 3.4326325598210257e-06, 'norm_correct_prob': 0.2601706522947922, 'norm_correct_prob_per_token': 0.2405742374611001, 'norm_correct_prob_per_char': 0.24543701286647648, 'primary_metric': 0.25617283950617287}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5864197530864197, 'predicted_index_per_token': 1.6296296296296295, 'predicted_index_per_char': 1.6759259259259258, 'predicted_index_per_byte': 1.6759259259259258, 'predicted_index_uncond': 1.5771604938271604, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.26851851851851855, 'acc_per_token': 0.23765432098765432, 'acc_per_char': 0.20679012345679013, 'acc_per_byte': 0.20679012345679013, 'acc_uncond': 0.2191358024691358, 'no_answer': 0.0, 'sum_logits_corr': -42.19845456252863, 'logits_per_token_corr': -5.8298239228107, 'logits_per_char_corr': -1.3767443779163278, 'bits_per_byte_corr': 1.9848546581084117, 'correct_prob': 3.210635168836642e-06, 'correct_prob_per_token': 0.010519645887769864, 'correct_prob_per_char': 0.30068955824062404, 'margin': -2.3224708315569525e-06, 'margin_per_token': -0.005313025679758585, 'margin_per_char': -0.06344222706223503, 'total_prob': 1.0420019483062628e-05, 'total_prob_per_token': 0.03868812714699462, 'total_prob_per_char': 1.2147537839062406, 'uncond_correct_prob': 5.910059121846287e-07, 'uncond_correct_prob_per_token': 0.005714335720372687, 'uncond_correct_prob_per_char': 0.26162463375524575, 'uncond_total_prob': 2.8699999846576232e-06, 'norm_correct_prob': 0.26646506466856124, 'norm_correct_prob_per_token': 0.24034904874278687, 'norm_correct_prob_per_char': 0.24535309606375466, 'primary_metric': 0.26851851851851855}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5524691358024691, 'predicted_index_per_token': 1.595679012345679, 'predicted_index_per_char': 1.5493827160493827, 'predicted_index_per_byte': 1.5493827160493827, 'predicted_index_uncond': 1.3611111111111112, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.20679012345679013, 'acc_per_byte': 0.20679012345679013, 'acc_uncond': 0.2222222222222222, 'no_answer': 0.0, 'sum_logits_corr': -41.269467231668074, 'logits_per_token_corr': -5.625469302255794, 'logits_per_char_corr': -1.3249935746444408, 'bits_per_byte_corr': 1.9102713256742985, 'correct_prob': 1.2927563215384715e-05, 'correct_prob_per_token': 0.011401004266443308, 'correct_prob_per_char': 0.3098421672121711, 'margin': -7.386639235550964e-06, 'margin_per_token': -0.007393333946466309, 'margin_per_char': -0.06705272828324126, 'total_prob': 4.26378578825476e-05, 'total_prob_per_token': 0.044500010254027694, 'total_prob_per_char': 1.2591017979961043, 'uncond_correct_prob': 2.648768121565286e-07, 'uncond_correct_prob_per_token': 0.004870421288306518, 'uncond_correct_prob_per_char': 0.2522187378054196, 'uncond_total_prob': 1.4692464530059465e-06, 'norm_correct_prob': 0.2693361047888504, 'norm_correct_prob_per_token': 0.23536289518941877, 'norm_correct_prob_per_char': 0.2435097587593123, 'primary_metric': 0.2777777777777778}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.5771604938271604, 'predicted_index_per_token': 1.617283950617284, 'predicted_index_per_char': 1.5895061728395061, 'predicted_index_per_byte': 1.5833333333333333, 'predicted_index_uncond': 1.4876543209876543, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.25308641975308643, 'acc_per_token': 0.21604938271604937, 'acc_per_char': 0.19753086419753085, 'acc_per_byte': 0.19753086419753085, 'acc_uncond': 0.2191358024691358, 'no_answer': 0.0, 'sum_logits_corr': -41.21563816512072, 'logits_per_token_corr': -5.633083699082271, 'logits_per_char_corr': -1.3253371385241042, 'bits_per_byte_corr': 1.9107617147927929, 'correct_prob': 6.748844722941491e-06, 'correct_prob_per_token': 0.011365036005056504, 'correct_prob_per_char': 0.3093974720617401, 'margin': -1.1420597535284135e-05, 'margin_per_token': -0.006717354084132676, 'margin_per_char': -0.06870394554132858, 'total_prob': 3.2923412482745934e-05, 'total_prob_per_token': 0.04417538365277814, 'total_prob_per_char': 1.2554586460806494, 'uncond_correct_prob': 8.461647026804812e-07, 'uncond_correct_prob_per_token': 0.004873245164167151, 'uncond_correct_prob_per_char': 0.25411432089760166, 'uncond_total_prob': 4.026053874825073e-06, 'norm_correct_prob': 0.2574233089178981, 'norm_correct_prob_per_token': 0.23699182825654574, 'norm_correct_prob_per_char': 0.2447467936266046, 'primary_metric': 0.25308641975308643}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.5555555555555556, 'predicted_index_per_token': 1.623456790123457, 'predicted_index_per_char': 1.6141975308641976, 'predicted_index_per_byte': 1.6080246913580247, 'predicted_index_uncond': 1.5462962962962963, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2808641975308642, 'acc_per_token': 0.22839506172839505, 'acc_per_char': 0.2006172839506173, 'acc_per_byte': 0.2006172839506173, 'acc_uncond': 0.22530864197530864, 'no_answer': 0.0, 'sum_logits_corr': -41.66123213738571, 'logits_per_token_corr': -5.743066745176214, 'logits_per_char_corr': -1.3568454897562672, 'bits_per_byte_corr': 1.9561323918677616, 'correct_prob': 4.030758298676406e-06, 'correct_prob_per_token': 0.010851636162368469, 'correct_prob_per_char': 0.3053823654620814, 'margin': -5.492099457895008e-06, 'margin_per_token': -0.005924726653190918, 'margin_per_char': -0.06552141526301071, 'total_prob': 1.6247175900226868e-05, 'total_prob_per_token': 0.04088899551437891, 'total_prob_per_char': 1.2348543515153185, 'uncond_correct_prob': 5.298400512001848e-07, 'uncond_correct_prob_per_token': 0.006045806705915099, 'uncond_correct_prob_per_char': 0.2631904656900698, 'uncond_total_prob': 2.8921721589978764e-06, 'norm_correct_prob': 0.27294149587232835, 'norm_correct_prob_per_token': 0.239517262746228, 'norm_correct_prob_per_char': 0.24517054104920025, 'primary_metric': 0.2808641975308642}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.558641975308642, 'predicted_index_per_token': 1.6358024691358024, 'predicted_index_per_char': 1.5401234567901234, 'predicted_index_per_byte': 1.5401234567901234, 'predicted_index_uncond': 1.4537037037037037, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2623456790123457, 'acc_per_token': 0.21604938271604937, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.20987654320987653, 'acc_uncond': 0.2222222222222222, 'no_answer': 0.0, 'sum_logits_corr': -41.09206316500534, 'logits_per_token_corr': -5.615944991042259, 'logits_per_char_corr': -1.326156997525914, 'bits_per_byte_corr': 1.9119728641089024, 'correct_prob': 1.623833303725759e-05, 'correct_prob_per_token': 0.01090223750236902, 'correct_prob_per_char': 0.31009397709388103, 'margin': -5.81041996587261e-06, 'margin_per_token': -0.00746893020495895, 'margin_per_char': -0.06750074951759502, 'total_prob': 4.818462164162725e-05, 'total_prob_per_token': 0.04334251711859025, 'total_prob_per_char': 1.2612786410528922, 'uncond_correct_prob': 2.650330448501157e-07, 'uncond_correct_prob_per_token': 0.005197472931799656, 'uncond_correct_prob_per_char': 0.25529354904557805, 'uncond_total_prob': 1.688436009082677e-06, 'norm_correct_prob': 0.2658589295023726, 'norm_correct_prob_per_token': 0.23247284813998192, 'norm_correct_prob_per_char': 0.24323111459217575, 'primary_metric': 0.2623456790123457}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.5493827160493827, 'predicted_index_per_token': 1.5987654320987654, 'predicted_index_per_char': 1.6049382716049383, 'predicted_index_per_byte': 1.5987654320987654, 'predicted_index_uncond': 1.4475308641975309, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2623456790123457, 'acc_per_token': 0.22530864197530864, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.22530864197530864, 'no_answer': 0.0, 'sum_logits_corr': -41.18577907850713, 'logits_per_token_corr': -5.636750336447187, 'logits_per_char_corr': -1.324751324504314, 'bits_per_byte_corr': 1.9099141390511822, 'correct_prob': 6.414572181059763e-06, 'correct_prob_per_token': 0.01122938621503119, 'correct_prob_per_char': 0.30915519779228773, 'margin': -9.64697137219569e-06, 'margin_per_token': -0.006540245192639523, 'margin_per_char': -0.06708014185530385, 'total_prob': 3.017956416977642e-05, 'total_prob_per_token': 0.0435166637146315, 'total_prob_per_char': 1.2528535135078311, 'uncond_correct_prob': 1.2465388370578932e-06, 'uncond_correct_prob_per_token': 0.0049510927697662506, 'uncond_correct_prob_per_char': 0.2546826180774895, 'uncond_total_prob': 5.747869419446949e-06, 'norm_correct_prob': 0.26346839155040597, 'norm_correct_prob_per_token': 0.23913878605788838, 'norm_correct_prob_per_char': 0.24529686614044582, 'primary_metric': 0.2623456790123457}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.5648148148148149, 'predicted_index_per_token': 1.632716049382716, 'predicted_index_per_char': 1.623456790123457, 'predicted_index_per_byte': 1.617283950617284, 'predicted_index_uncond': 1.5277777777777777, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2839506172839506, 'acc_per_token': 0.21296296296296297, 'acc_per_char': 0.19444444444444445, 'acc_per_byte': 0.19444444444444445, 'acc_uncond': 0.24074074074074073, 'no_answer': 0.0, 'sum_logits_corr': -41.58511310595053, 'logits_per_token_corr': -5.736802502912082, 'logits_per_char_corr': -1.35658493340544, 'bits_per_byte_corr': 1.9557588109065427, 'correct_prob': 4.842994434378209e-06, 'correct_prob_per_token': 0.010797296297314298, 'correct_prob_per_char': 0.30531399197117165, 'margin': -4.4535319205182465e-06, 'margin_per_token': -0.005938779360533005, 'margin_per_char': -0.06480623374521786, 'total_prob': 1.6448322831773574e-05, 'total_prob_per_token': 0.04074132433737932, 'total_prob_per_char': 1.2354124285837176, 'uncond_correct_prob': 4.0150604355401804e-07, 'uncond_correct_prob_per_token': 0.00577692015401123, 'uncond_correct_prob_per_char': 0.26120567047154974, 'uncond_total_prob': 2.810226961956627e-06, 'norm_correct_prob': 0.27333565237325924, 'norm_correct_prob_per_token': 0.23838052674764867, 'norm_correct_prob_per_char': 0.24500759995656213, 'primary_metric': 0.2839506172839506}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.595679012345679, 'predicted_index_per_token': 1.6018518518518519, 'predicted_index_per_char': 1.5462962962962963, 'predicted_index_per_byte': 1.5462962962962963, 'predicted_index_uncond': 1.4567901234567902, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2623456790123457, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.21296296296296297, 'acc_per_byte': 0.21296296296296297, 'acc_uncond': 0.21296296296296297, 'no_answer': 0.0, 'sum_logits_corr': -41.01977333610441, 'logits_per_token_corr': -5.599832347695109, 'logits_per_char_corr': -1.321407573914369, 'bits_per_byte_corr': 1.905135970687943, 'correct_prob': 1.7792749446778747e-05, 'correct_prob_per_token': 0.011369959548541891, 'correct_prob_per_char': 0.31121897965254885, 'margin': -3.5264394209043534e-06, 'margin_per_token': -0.00737818513958773, 'margin_per_char': -0.0676626904795421, 'total_prob': 4.82980777597259e-05, 'total_prob_per_token': 0.044224422624538115, 'total_prob_per_char': 1.264308342484209, 'uncond_correct_prob': 2.528600784677699e-07, 'uncond_correct_prob_per_token': 0.005190882540722211, 'uncond_correct_prob_per_char': 0.2556740984315489, 'uncond_total_prob': 1.741020759744908e-06, 'norm_correct_prob': 0.2658913551875533, 'norm_correct_prob_per_token': 0.23406721483823162, 'norm_correct_prob_per_char': 0.24362244871871797, 'primary_metric': 0.2623456790123457}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5462962962962963, 'predicted_index_per_token': 1.6049382716049383, 'predicted_index_per_char': 1.6049382716049383, 'predicted_index_per_byte': 1.5987654320987654, 'predicted_index_uncond': 1.4506172839506173, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.25617283950617287, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.2037037037037037, 'acc_per_byte': 0.2037037037037037, 'acc_uncond': 0.22839506172839505, 'no_answer': 0.0, 'sum_logits_corr': -41.23195479534291, 'logits_per_token_corr': -5.649661915840155, 'logits_per_char_corr': -1.3274359349590332, 'bits_per_byte_corr': 1.9137909588126893, 'correct_prob': 5.9213629020189406e-06, 'correct_prob_per_token': 0.011088522973084287, 'correct_prob_per_char': 0.30828462065291645, 'margin': -8.474784305812205e-06, 'margin_per_token': -0.006426870205649322, 'margin_per_char': -0.06689891733375401, 'total_prob': 2.7503849303422062e-05, 'total_prob_per_token': 0.04294881446024205, 'total_prob_per_char': 1.2494563203916178, 'uncond_correct_prob': 1.049076267200305e-06, 'uncond_correct_prob_per_token': 0.004881509931831264, 'uncond_correct_prob_per_char': 0.2535686169633186, 'uncond_total_prob': 5.188075022671117e-06, 'norm_correct_prob': 0.26408637654786016, 'norm_correct_prob_per_token': 0.23911557604930114, 'norm_correct_prob_per_char': 0.2453118735732132, 'primary_metric': 0.25617283950617287}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5802469135802468, 'predicted_index_per_token': 1.6358024691358024, 'predicted_index_per_char': 1.6111111111111112, 'predicted_index_per_byte': 1.6049382716049383, 'predicted_index_uncond': 1.5154320987654322, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2839506172839506, 'acc_per_token': 0.21296296296296297, 'acc_per_char': 0.19753086419753085, 'acc_per_byte': 0.19753086419753085, 'acc_uncond': 0.22530864197530864, 'no_answer': 0.0, 'sum_logits_corr': -41.5541003147761, 'logits_per_token_corr': -5.72974703319157, 'logits_per_char_corr': -1.3548817182844155, 'bits_per_byte_corr': 1.9533044833570492, 'correct_prob': 4.52274958847239e-06, 'correct_prob_per_token': 0.010703425022296436, 'correct_prob_per_char': 0.30549146153493323, 'margin': -4.547013496888997e-06, 'margin_per_token': -0.005983826749520484, 'margin_per_char': -0.06463472529071881, 'total_prob': 1.5861542132508434e-05, 'total_prob_per_token': 0.0405829684363699, 'total_prob_per_char': 1.2366917546013698, 'uncond_correct_prob': 4.106320250558415e-07, 'uncond_correct_prob_per_token': 0.005778631552933395, 'uncond_correct_prob_per_char': 0.2612906974950642, 'uncond_total_prob': 2.8518284845870027e-06, 'norm_correct_prob': 0.27323669207412676, 'norm_correct_prob_per_token': 0.2378779328402822, 'norm_correct_prob_per_char': 0.24494005975749153, 'primary_metric': 0.2839506172839506}
|
10M
|
DCLM-Baseline
|
mmlu_prehistory
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5679012345679013, 'predicted_index_per_token': 1.5895061728395061, 'predicted_index_per_char': 1.5493827160493827, 'predicted_index_per_byte': 1.5493827160493827, 'predicted_index_uncond': 1.4351851851851851, 'correct_choice': 1.5277777777777777, 'acc_raw': 0.2654320987654321, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.20987654320987653, 'acc_per_byte': 0.20987654320987653, 'acc_uncond': 0.21296296296296297, 'no_answer': 0.0, 'sum_logits_corr': -40.92548120168992, 'logits_per_token_corr': -5.585551701994465, 'logits_per_char_corr': -1.3173365807600237, 'bits_per_byte_corr': 1.8992762769319198, 'correct_prob': 2.0247095190420438e-05, 'correct_prob_per_token': 0.011566579746525781, 'correct_prob_per_char': 0.31223949601418943, 'margin': -1.9585198503556545e-06, 'margin_per_token': -0.007550419184205753, 'margin_per_char': -0.06766040099754168, 'total_prob': 5.22385728503527e-05, 'total_prob_per_token': 0.04505617854532184, 'total_prob_per_char': 1.2682737404510616, 'uncond_correct_prob': 2.3784484881493842e-07, 'uncond_correct_prob_per_token': 0.005238765768383097, 'uncond_correct_prob_per_char': 0.25529586789801284, 'uncond_total_prob': 1.7114643938114666e-06, 'norm_correct_prob': 0.2663304113537465, 'norm_correct_prob_per_token': 0.23408355882025647, 'norm_correct_prob_per_char': 0.2436770544273965, 'primary_metric': 0.2654320987654321}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.570921985815603, 'predicted_index_per_token': 1.50354609929078, 'predicted_index_per_char': 1.6808510638297873, 'predicted_index_per_byte': 1.673758865248227, 'predicted_index_uncond': 1.4822695035460993, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.23049645390070922, 'acc_per_token': 0.19148936170212766, 'acc_per_char': 0.2198581560283688, 'acc_per_byte': 0.21631205673758866, 'acc_uncond': 0.2127659574468085, 'no_answer': 0.0, 'sum_logits_corr': -96.47571630680815, 'logits_per_token_corr': -10.908120794517748, 'logits_per_char_corr': -3.2742733851588257, 'bits_per_byte_corr': 4.719584816512956, 'correct_prob': 2.8807410871033955e-07, 'correct_prob_per_token': 1.8398983068098584e-05, 'correct_prob_per_char': 0.0882620303384834, 'margin': -3.9228997965458463e-07, 'margin_per_token': -1.5146886308606777e-06, 'margin_per_char': -0.02162500609002834, 'total_prob': 1.2122712110776876e-06, 'total_prob_per_token': 7.444517353877785e-05, 'total_prob_per_char': 0.3513476825768055, 'uncond_correct_prob': 3.991168142433597e-07, 'uncond_correct_prob_per_token': 1.8371240920517003e-05, 'uncond_correct_prob_per_char': 0.08804387209349648, 'uncond_total_prob': 1.3686230441730233e-06, 'norm_correct_prob': 0.24963567892532829, 'norm_correct_prob_per_token': 0.24715363324635092, 'norm_correct_prob_per_char': 0.2511596470226908, 'primary_metric': 0.23049645390070922}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5212765957446808, 'predicted_index_per_token': 1.4645390070921986, 'predicted_index_per_char': 1.6843971631205674, 'predicted_index_per_byte': 1.677304964539007, 'predicted_index_uncond': 1.429078014184397, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.24822695035460993, 'acc_per_token': 0.19858156028368795, 'acc_per_char': 0.22340425531914893, 'acc_per_byte': 0.22340425531914893, 'acc_uncond': 0.22695035460992907, 'no_answer': 0.0, 'sum_logits_corr': -95.74470045887833, 'logits_per_token_corr': -10.795746622836436, 'logits_per_char_corr': -3.2365647696230595, 'bits_per_byte_corr': 4.6651562076793915, 'correct_prob': 3.2548967235421993e-07, 'correct_prob_per_token': 2.0575277849512338e-05, 'correct_prob_per_char': 0.08986557314008656, 'margin': -3.0400462433515676e-07, 'margin_per_token': -1.4118480813343756e-06, 'margin_per_char': -0.021881086580861686, 'total_prob': 1.1839492076157367e-06, 'total_prob_per_token': 8.240543539540018e-05, 'total_prob_per_char': 0.3571082855009479, 'uncond_correct_prob': 3.6853622800074906e-07, 'uncond_correct_prob_per_token': 1.944185459399387e-05, 'uncond_correct_prob_per_char': 0.0889917508363229, 'uncond_total_prob': 1.5063686017166892e-06, 'norm_correct_prob': 0.25218976800951426, 'norm_correct_prob_per_token': 0.24980748047593018, 'norm_correct_prob_per_char': 0.25211027414744624, 'primary_metric': 0.24822695035460993}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5851063829787233, 'predicted_index_per_token': 1.5957446808510638, 'predicted_index_per_char': 1.7234042553191489, 'predicted_index_per_byte': 1.7269503546099292, 'predicted_index_uncond': 1.6879432624113475, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25177304964539005, 'acc_per_token': 0.22340425531914893, 'acc_per_char': 0.2375886524822695, 'acc_per_byte': 0.23404255319148937, 'acc_uncond': 0.24822695035460993, 'no_answer': 0.0, 'sum_logits_corr': -96.42645053322434, 'logits_per_token_corr': -10.89606111917675, 'logits_per_char_corr': -3.275521764110125, 'bits_per_byte_corr': 4.7213772062621215, 'correct_prob': 3.789239261971294e-07, 'correct_prob_per_token': 1.8676158143392504e-05, 'correct_prob_per_char': 0.08881722287726121, 'margin': -2.919183855663046e-07, 'margin_per_token': -1.4837930214337864e-06, 'margin_per_char': -0.021742443549313366, 'total_prob': 1.3178900762137129e-06, 'total_prob_per_token': 7.536506536943673e-05, 'total_prob_per_char': 0.3530971016400053, 'uncond_correct_prob': 3.693935574279689e-07, 'uncond_correct_prob_per_token': 1.983986570205459e-05, 'uncond_correct_prob_per_char': 0.08909799971824732, 'uncond_total_prob': 1.4294847564813568e-06, 'norm_correct_prob': 0.253083980071148, 'norm_correct_prob_per_token': 0.24785175112824864, 'norm_correct_prob_per_char': 0.25132613227504275, 'primary_metric': 0.25177304964539005}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.3191489361702127, 'predicted_index_per_token': 1.400709219858156, 'predicted_index_per_char': 1.4219858156028369, 'predicted_index_per_byte': 1.429078014184397, 'predicted_index_uncond': 1.4219858156028369, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2624113475177305, 'acc_per_token': 0.25177304964539005, 'acc_per_char': 0.26595744680851063, 'acc_per_byte': 0.26595744680851063, 'acc_uncond': 0.2624113475177305, 'no_answer': 0.0, 'sum_logits_corr': -43.94519726942617, 'logits_per_token_corr': -5.090944832431628, 'logits_per_char_corr': -1.397705062243522, 'bits_per_byte_corr': 2.014129377914097, 'correct_prob': 7.504599828365474e-05, 'correct_prob_per_token': 0.02129239504481045, 'correct_prob_per_char': 0.29668793543624905, 'margin': -9.040950049522493e-05, 'margin_per_token': -0.01102459766096644, 'margin_per_char': -0.04789562533225021, 'total_prob': 0.00029629417224496694, 'total_prob_per_token': 0.08324704331448513, 'total_prob_per_char': 1.1728458890070887, 'uncond_correct_prob': 4.842007711166132e-06, 'uncond_correct_prob_per_token': 0.006861608453920105, 'uncond_correct_prob_per_char': 0.24565056733611346, 'uncond_total_prob': 2.5191300986227288e-05, 'norm_correct_prob': 0.27052421152728673, 'norm_correct_prob_per_token': 0.2469256464459507, 'norm_correct_prob_per_char': 0.2542434729170868, 'primary_metric': 0.2624113475177305}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.375886524822695, 'predicted_index_per_token': 1.3829787234042554, 'predicted_index_per_char': 1.4432624113475176, 'predicted_index_per_byte': 1.4432624113475176, 'predicted_index_uncond': 1.4609929078014185, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2872340425531915, 'acc_per_token': 0.24468085106382978, 'acc_per_char': 0.24822695035460993, 'acc_per_byte': 0.24822695035460993, 'acc_uncond': 0.2730496453900709, 'no_answer': 0.0, 'sum_logits_corr': -44.14349301486996, 'logits_per_token_corr': -5.0741534890274815, 'logits_per_char_corr': -1.3745515569390323, 'bits_per_byte_corr': 1.980860607298778, 'correct_prob': 3.3562893540663635e-05, 'correct_prob_per_token': 0.019212882351915938, 'correct_prob_per_char': 0.2932452491891018, 'margin': -7.504075611763904e-05, 'margin_per_token': -0.010422622453362123, 'margin_per_char': -0.0458906471405523, 'total_prob': 0.00016997579614003167, 'total_prob_per_token': 0.07570376514801987, 'total_prob_per_char': 1.157246657559427, 'uncond_correct_prob': 5.439962422112324e-06, 'uncond_correct_prob_per_token': 0.0065755682755244335, 'uncond_correct_prob_per_char': 0.234510989076425, 'uncond_total_prob': 2.540638806222612e-05, 'norm_correct_prob': 0.28260318439649057, 'norm_correct_prob_per_token': 0.2515123761571656, 'norm_correct_prob_per_char': 0.2567860156195905, 'primary_metric': 0.2872340425531915}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.3581560283687943, 'predicted_index_per_token': 1.4574468085106382, 'predicted_index_per_char': 1.3687943262411348, 'predicted_index_per_byte': 1.375886524822695, 'predicted_index_uncond': 1.3581560283687943, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2801418439716312, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.2730496453900709, 'acc_per_byte': 0.2730496453900709, 'acc_uncond': 0.29432624113475175, 'no_answer': 0.0, 'sum_logits_corr': -44.7934115372651, 'logits_per_token_corr': -5.196896936883915, 'logits_per_char_corr': -1.411693607703514, 'bits_per_byte_corr': 2.034208456431757, 'correct_prob': 3.992958499678338e-05, 'correct_prob_per_token': 0.018536676459535863, 'correct_prob_per_char': 0.28721133866799897, 'margin': -5.0234663634887075e-05, 'margin_per_token': -0.010360911481176733, 'margin_per_char': -0.04468212169421017, 'total_prob': 0.00015415696712593862, 'total_prob_per_token': 0.07264938472440328, 'total_prob_per_char': 1.1366642720461484, 'uncond_correct_prob': 6.5322473410153825e-06, 'uncond_correct_prob_per_token': 0.005573435007144165, 'uncond_correct_prob_per_char': 0.2391604959642789, 'uncond_total_prob': 3.5079269940405445e-05, 'norm_correct_prob': 0.27205376674929016, 'norm_correct_prob_per_token': 0.24903866323267748, 'norm_correct_prob_per_char': 0.25622522548881105, 'primary_metric': 0.2801418439716312}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.3120567375886525, 'predicted_index_per_token': 1.375886524822695, 'predicted_index_per_char': 1.4042553191489362, 'predicted_index_per_byte': 1.4042553191489362, 'predicted_index_uncond': 1.4645390070921986, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.25177304964539005, 'acc_per_char': 0.25886524822695034, 'acc_per_byte': 0.25886524822695034, 'acc_uncond': 0.2553191489361702, 'no_answer': 0.0, 'sum_logits_corr': -43.018808597368555, 'logits_per_token_corr': -4.9180120864048344, 'logits_per_char_corr': -1.295906017847421, 'bits_per_byte_corr': 1.8672577390768443, 'correct_prob': 0.00043546095909158386, 'correct_prob_per_token': 0.03341870711646117, 'correct_prob_per_char': 0.31795550801363165, 'margin': -0.0006814119281668182, 'margin_per_token': -0.018028956202629943, 'margin_per_char': -0.05298447083435662, 'total_prob': 0.0019478241148347315, 'total_prob_per_token': 0.13073078435801472, 'total_prob_per_char': 1.248917209368671, 'uncond_correct_prob': 8.838326314794527e-06, 'uncond_correct_prob_per_token': 0.005131463598944546, 'uncond_correct_prob_per_char': 0.23904887742028816, 'uncond_total_prob': 4.955418480109373e-05, 'norm_correct_prob': 0.2725288412409779, 'norm_correct_prob_per_token': 0.25153159629847155, 'norm_correct_prob_per_char': 0.258010168946606, 'primary_metric': 0.2730496453900709}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.3439716312056738, 'predicted_index_per_token': 1.446808510638298, 'predicted_index_per_char': 1.3794326241134751, 'predicted_index_per_byte': 1.3900709219858156, 'predicted_index_uncond': 1.5283687943262412, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.2695035460992908, 'acc_per_byte': 0.2695035460992908, 'acc_uncond': 0.2765957446808511, 'no_answer': 0.0, 'sum_logits_corr': -43.38183855672255, 'logits_per_token_corr': -4.957014503324405, 'logits_per_char_corr': -1.3322382458721098, 'bits_per_byte_corr': 1.9196173785169757, 'correct_prob': 0.0002206107032917873, 'correct_prob_per_token': 0.026868433617787808, 'correct_prob_per_char': 0.30715854934727876, 'margin': -0.0002735221081517329, 'margin_per_token': -0.013330252973971972, 'margin_per_char': -0.04813181887463245, 'total_prob': 0.0008397953566035577, 'total_prob_per_token': 0.10241982601358832, 'total_prob_per_char': 1.2125437357691633, 'uncond_correct_prob': 1.4504062968168738e-05, 'uncond_correct_prob_per_token': 0.009568287635520556, 'uncond_correct_prob_per_char': 0.2562139905544671, 'uncond_total_prob': 8.015705080521966e-05, 'norm_correct_prob': 0.268464837793758, 'norm_correct_prob_per_token': 0.24486380595914845, 'norm_correct_prob_per_char': 0.2554889115992775, 'primary_metric': 0.28368794326241137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.3936170212765957, 'predicted_index_per_token': 1.4113475177304964, 'predicted_index_per_char': 1.3581560283687943, 'predicted_index_per_byte': 1.3687943262411348, 'predicted_index_uncond': 1.4361702127659575, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2801418439716312, 'acc_per_token': 0.2553191489361702, 'acc_per_char': 0.26595744680851063, 'acc_per_byte': 0.26595744680851063, 'acc_uncond': 0.2624113475177305, 'no_answer': 0.0, 'sum_logits_corr': -43.96785652383845, 'logits_per_token_corr': -5.169177912310542, 'logits_per_char_corr': -1.4392360887461797, 'bits_per_byte_corr': 2.073931355107434, 'correct_prob': 2.5440613355884068e-05, 'correct_prob_per_token': 0.01740366803205085, 'correct_prob_per_char': 0.28972879248492206, 'margin': -2.0731920559197835e-05, 'margin_per_token': -0.010447596024408042, 'margin_per_char': -0.04426480957811446, 'total_prob': 8.902195335787503e-05, 'total_prob_per_token': 0.0697957506803991, 'total_prob_per_char': 1.145410336398006, 'uncond_correct_prob': 4.8910360440386325e-06, 'uncond_correct_prob_per_token': 0.005503125831325515, 'uncond_correct_prob_per_char': 0.23407169629305152, 'uncond_total_prob': 3.4050313301531414e-05, 'norm_correct_prob': 0.2685458077066842, 'norm_correct_prob_per_token': 0.24743395803104667, 'norm_correct_prob_per_char': 0.2541770473887368, 'primary_metric': 0.2801418439716312}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.322695035460993, 'predicted_index_per_token': 1.4042553191489362, 'predicted_index_per_char': 1.3687943262411348, 'predicted_index_per_byte': 1.3687943262411348, 'predicted_index_uncond': 1.3971631205673758, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.24822695035460993, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.2624113475177305, 'acc_uncond': 0.2695035460992908, 'no_answer': 0.0, 'sum_logits_corr': -42.499439973357724, 'logits_per_token_corr': -4.854263624677992, 'logits_per_char_corr': -1.294509180356537, 'bits_per_byte_corr': 1.8652450853624511, 'correct_prob': 0.0001914682334209456, 'correct_prob_per_token': 0.027822508805079575, 'correct_prob_per_char': 0.3147215314873411, 'margin': -0.00037557740819918196, 'margin_per_token': -0.017473522484717646, 'margin_per_char': -0.05266905363669414, 'total_prob': 0.0009273270414582098, 'total_prob_per_token': 0.11246857487137919, 'total_prob_per_char': 1.2453982146086464, 'uncond_correct_prob': 9.910388124743707e-06, 'uncond_correct_prob_per_token': 0.006294404486259731, 'uncond_correct_prob_per_char': 0.24200398581143923, 'uncond_total_prob': 6.845990796132951e-05, 'norm_correct_prob': 0.26770250801030065, 'norm_correct_prob_per_token': 0.24686866006236471, 'norm_correct_prob_per_char': 0.25401126621030795, 'primary_metric': 0.28368794326241137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.3652482269503545, 'predicted_index_per_token': 1.375886524822695, 'predicted_index_per_char': 1.4432624113475176, 'predicted_index_per_byte': 1.4574468085106382, 'predicted_index_uncond': 1.524822695035461, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.24468085106382978, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.2624113475177305, 'acc_uncond': 0.25886524822695034, 'no_answer': 0.0, 'sum_logits_corr': -42.681717602073725, 'logits_per_token_corr': -4.9265907611279065, 'logits_per_char_corr': -1.3362822010905966, 'bits_per_byte_corr': 1.9256057316519346, 'correct_prob': 7.541921826298888e-05, 'correct_prob_per_token': 0.02378341534442736, 'correct_prob_per_char': 0.306834563793455, 'margin': -0.0001033661990261108, 'margin_per_token': -0.013429473271515422, 'margin_per_char': -0.04870762579285336, 'total_prob': 0.0003281217950851281, 'total_prob_per_token': 0.0953633111810236, 'total_prob_per_char': 1.2140792371583922, 'uncond_correct_prob': 1.8380798034246894e-05, 'uncond_correct_prob_per_token': 0.008625445310606415, 'uncond_correct_prob_per_char': 0.2558483226932872, 'uncond_total_prob': 9.908741967314286e-05, 'norm_correct_prob': 0.26666460538203246, 'norm_correct_prob_per_token': 0.2463436994819969, 'norm_correct_prob_per_char': 0.25554699310950163, 'primary_metric': 0.2730496453900709}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.3191489361702127, 'predicted_index_per_token': 1.4397163120567376, 'predicted_index_per_char': 1.3794326241134751, 'predicted_index_per_byte': 1.3900709219858156, 'predicted_index_uncond': 1.4397163120567376, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.25177304964539005, 'acc_per_token': 0.2198581560283688, 'acc_per_char': 0.25886524822695034, 'acc_per_byte': 0.2624113475177305, 'acc_uncond': 0.2553191489361702, 'no_answer': 0.0, 'sum_logits_corr': -42.91581491882919, 'logits_per_token_corr': -4.994211188247268, 'logits_per_char_corr': -1.3662140148925135, 'bits_per_byte_corr': 1.9686394230475077, 'correct_prob': 8.620897263500879e-05, 'correct_prob_per_token': 0.02334313325673308, 'correct_prob_per_char': 0.3038658092715448, 'margin': -0.00013624953584838892, 'margin_per_token': -0.01440818820801516, 'margin_per_char': -0.04998208437869781, 'total_prob': 0.000397080220171526, 'total_prob_per_token': 0.09407733278425011, 'total_prob_per_char': 1.2055211583166014, 'uncond_correct_prob': 6.316500762980255e-06, 'uncond_correct_prob_per_token': 0.006792496465594586, 'uncond_correct_prob_per_char': 0.24355163059261192, 'uncond_total_prob': 4.9937842083718185e-05, 'norm_correct_prob': 0.2566715654181702, 'norm_correct_prob_per_token': 0.24420836090396897, 'norm_correct_prob_per_char': 0.2546343057447657, 'primary_metric': 0.25177304964539005}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.3333333333333333, 'predicted_index_per_token': 1.4397163120567376, 'predicted_index_per_char': 1.4680851063829787, 'predicted_index_per_byte': 1.4609929078014185, 'predicted_index_uncond': 1.429078014184397, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2907801418439716, 'acc_per_token': 0.24468085106382978, 'acc_per_char': 0.2765957446808511, 'acc_per_byte': 0.2765957446808511, 'acc_uncond': 0.2907801418439716, 'no_answer': 0.0, 'sum_logits_corr': -42.266621422260364, 'logits_per_token_corr': -4.858626238681816, 'logits_per_char_corr': -1.3029768390391838, 'bits_per_byte_corr': 1.8777349515689523, 'correct_prob': 0.00018143997005093865, 'correct_prob_per_token': 0.026232085399038457, 'correct_prob_per_char': 0.31223315657938927, 'margin': -0.0002669988777130228, 'margin_per_token': -0.012637731311711326, 'margin_per_char': -0.04661519187838319, 'total_prob': 0.0008021525883112707, 'total_prob_per_token': 0.10200184405848776, 'total_prob_per_char': 1.230805428168117, 'uncond_correct_prob': 7.305230441853464e-06, 'uncond_correct_prob_per_token': 0.007502971806543216, 'uncond_correct_prob_per_char': 0.25155405208472514, 'uncond_total_prob': 6.756049448541762e-05, 'norm_correct_prob': 0.2687186058644606, 'norm_correct_prob_per_token': 0.2499590761568954, 'norm_correct_prob_per_char': 0.2553031515148705, 'primary_metric': 0.2907801418439716}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.3475177304964538, 'predicted_index_per_token': 1.450354609929078, 'predicted_index_per_char': 1.3794326241134751, 'predicted_index_per_byte': 1.3794326241134751, 'predicted_index_uncond': 1.450354609929078, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.23404255319148937, 'acc_per_token': 0.22340425531914893, 'acc_per_char': 0.24468085106382978, 'acc_per_byte': 0.24468085106382978, 'acc_uncond': 0.25886524822695034, 'no_answer': 0.0, 'sum_logits_corr': -42.017175520565495, 'logits_per_token_corr': -4.837418226570989, 'logits_per_char_corr': -1.3274446080567501, 'bits_per_byte_corr': 1.9129329222688018, 'correct_prob': 0.0001011344070939619, 'correct_prob_per_token': 0.024972103808350184, 'correct_prob_per_char': 0.3130846873822963, 'margin': -0.00021884265601194392, 'margin_per_token': -0.015375431285688693, 'margin_per_char': -0.05178290547778129, 'total_prob': 0.0005226893704260926, 'total_prob_per_token': 0.10017287409548985, 'total_prob_per_char': 1.2424186812926667, 'uncond_correct_prob': 1.125316459551264e-05, 'uncond_correct_prob_per_token': 0.007909086535132804, 'uncond_correct_prob_per_char': 0.25452287645698174, 'uncond_total_prob': 6.021684322384123e-05, 'norm_correct_prob': 0.25483693321198064, 'norm_correct_prob_per_token': 0.24150004840731487, 'norm_correct_prob_per_char': 0.253087828221477, 'primary_metric': 0.23404255319148937}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.3333333333333333, 'predicted_index_per_token': 1.4184397163120568, 'predicted_index_per_char': 1.3900709219858156, 'predicted_index_per_byte': 1.3865248226950355, 'predicted_index_uncond': 1.4539007092198581, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2553191489361702, 'acc_per_token': 0.24822695035460993, 'acc_per_char': 0.29432624113475175, 'acc_per_byte': 0.2907801418439716, 'acc_uncond': 0.30851063829787234, 'no_answer': 0.0, 'sum_logits_corr': -42.42598400724695, 'logits_per_token_corr': -4.8693899600728425, 'logits_per_char_corr': -1.3227807519220383, 'bits_per_byte_corr': 1.9061990219127798, 'correct_prob': 0.0001614305377871629, 'correct_prob_per_token': 0.026600999735385444, 'correct_prob_per_char': 0.31304257043602624, 'margin': -0.00013921569819525355, 'margin_per_token': -0.015158340821499866, 'margin_per_char': -0.04945726538909254, 'total_prob': 0.0005614016410016583, 'total_prob_per_token': 0.10451199606300006, 'total_prob_per_char': 1.2319663687936289, 'uncond_correct_prob': 1.1336322804250076e-05, 'uncond_correct_prob_per_token': 0.008101232820474586, 'uncond_correct_prob_per_char': 0.25402429099070944, 'uncond_total_prob': 4.137385250304053e-05, 'norm_correct_prob': 0.2640258781106934, 'norm_correct_prob_per_token': 0.25121432084341433, 'norm_correct_prob_per_char': 0.25777196294910465, 'primary_metric': 0.2553191489361702}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.326241134751773, 'predicted_index_per_token': 1.4042553191489362, 'predicted_index_per_char': 1.429078014184397, 'predicted_index_per_byte': 1.4219858156028369, 'predicted_index_uncond': 1.450354609929078, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.2765957446808511, 'acc_per_byte': 0.2765957446808511, 'acc_uncond': 0.24468085106382978, 'no_answer': 0.0, 'sum_logits_corr': -41.728932658831276, 'logits_per_token_corr': -4.776614238206348, 'logits_per_char_corr': -1.259619648768952, 'bits_per_byte_corr': 1.814946696732066, 'correct_prob': 0.0006254218469306243, 'correct_prob_per_token': 0.03664916901576277, 'correct_prob_per_char': 0.3270157492466845, 'margin': -0.0009561935977942349, 'margin_per_token': -0.020605917379972548, 'margin_per_char': -0.05596358717660813, 'total_prob': 0.002850593405886775, 'total_prob_per_token': 0.14530431509239133, 'total_prob_per_char': 1.2932862553447289, 'uncond_correct_prob': 3.877420177919929e-05, 'uncond_correct_prob_per_token': 0.008225117514689623, 'uncond_correct_prob_per_char': 0.2549636925438341, 'uncond_total_prob': 0.00022956968731764415, 'norm_correct_prob': 0.25672184386526636, 'norm_correct_prob_per_token': 0.24653666488515827, 'norm_correct_prob_per_char': 0.2557197808146427, 'primary_metric': 0.26595744680851063}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.351063829787234, 'predicted_index_per_token': 1.450354609929078, 'predicted_index_per_char': 1.4078014184397163, 'predicted_index_per_byte': 1.4078014184397163, 'predicted_index_uncond': 1.3652482269503545, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.22695035460992907, 'acc_per_char': 0.2695035460992908, 'acc_per_byte': 0.2695035460992908, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -41.27426215604687, 'logits_per_token_corr': -4.644423430728561, 'logits_per_char_corr': -1.2395519960279135, 'bits_per_byte_corr': 1.7860522806239787, 'correct_prob': 0.0003160982812906262, 'correct_prob_per_token': 0.03259549756881842, 'correct_prob_per_char': 0.3288829741933212, 'margin': -0.0006515900379724179, 'margin_per_token': -0.020827308036010038, 'margin_per_char': -0.054648243991327325, 'total_prob': 0.0015675128006295903, 'total_prob_per_token': 0.13211049980650877, 'total_prob_per_char': 1.3004770316366823, 'uncond_correct_prob': 2.1669544289390277e-05, 'uncond_correct_prob_per_token': 0.008872299226863797, 'uncond_correct_prob_per_char': 0.2597491640058951, 'uncond_total_prob': 0.00013255920982284112, 'norm_correct_prob': 0.27187545517914263, 'norm_correct_prob_per_token': 0.2485437702614528, 'norm_correct_prob_per_char': 0.25484079022108314, 'primary_metric': 0.2730496453900709}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.3404255319148937, 'predicted_index_per_token': 1.4822695035460993, 'predicted_index_per_char': 1.375886524822695, 'predicted_index_per_byte': 1.3794326241134751, 'predicted_index_uncond': 1.3900709219858156, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.2553191489361702, 'acc_per_char': 0.2730496453900709, 'acc_per_byte': 0.2730496453900709, 'acc_uncond': 0.25177304964539005, 'no_answer': 0.0, 'sum_logits_corr': -42.24589186357268, 'logits_per_token_corr': -4.830641136711086, 'logits_per_char_corr': -1.2953343478368224, 'bits_per_byte_corr': 1.8664797097790766, 'correct_prob': 0.00024787794173899107, 'correct_prob_per_token': 0.02819688879363769, 'correct_prob_per_char': 0.3155589102719339, 'margin': -0.00020847785352410788, 'margin_per_token': -0.015997082090986135, 'margin_per_char': -0.05132398681045728, 'total_prob': 0.0008765590342941343, 'total_prob_per_token': 0.11281272343048908, 'total_prob_per_char': 1.2476580992549409, 'uncond_correct_prob': 2.847693053278656e-06, 'uncond_correct_prob_per_token': 0.005662346732004223, 'uncond_correct_prob_per_char': 0.24059149625739049, 'uncond_total_prob': 2.5600173560121928e-05, 'norm_correct_prob': 0.2666087103901191, 'norm_correct_prob_per_token': 0.24857218855425403, 'norm_correct_prob_per_char': 0.2564628160461031, 'primary_metric': 0.28368794326241137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.3156028368794326, 'predicted_index_per_token': 1.3936170212765957, 'predicted_index_per_char': 1.4113475177304964, 'predicted_index_per_byte': 1.4113475177304964, 'predicted_index_uncond': 1.4397163120567376, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2801418439716312, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.2730496453900709, 'acc_per_byte': 0.2730496453900709, 'acc_uncond': 0.26595744680851063, 'no_answer': 0.0, 'sum_logits_corr': -41.270370748871606, 'logits_per_token_corr': -4.713981568657223, 'logits_per_char_corr': -1.250996037723291, 'bits_per_byte_corr': 1.802463914519253, 'correct_prob': 0.00023019710758385382, 'correct_prob_per_token': 0.03052177377103777, 'correct_prob_per_char': 0.3241003185699363, 'margin': -0.00040702591707909803, 'margin_per_token': -0.015614053141698829, 'margin_per_char': -0.05095143428399946, 'total_prob': 0.0011184811174146624, 'total_prob_per_token': 0.12062871922404816, 'total_prob_per_char': 1.282843347995844, 'uncond_correct_prob': 3.379009415904675e-05, 'uncond_correct_prob_per_token': 0.008613721245037766, 'uncond_correct_prob_per_char': 0.25710624587489855, 'uncond_total_prob': 0.0001721279697665631, 'norm_correct_prob': 0.2622603975160573, 'norm_correct_prob_per_token': 0.2442683984198424, 'norm_correct_prob_per_char': 0.2546806618570848, 'primary_metric': 0.2801418439716312}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.3475177304964538, 'predicted_index_per_token': 1.4184397163120568, 'predicted_index_per_char': 1.326241134751773, 'predicted_index_per_byte': 1.326241134751773, 'predicted_index_uncond': 1.50354609929078, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.2553191489361702, 'acc_per_char': 0.25177304964539005, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.2872340425531915, 'no_answer': 0.0, 'sum_logits_corr': -41.2414425687587, 'logits_per_token_corr': -4.640199015488959, 'logits_per_char_corr': -1.226544024590184, 'bits_per_byte_corr': 1.7672554461140868, 'correct_prob': 0.0007792238342348101, 'correct_prob_per_token': 0.03876374790795894, 'correct_prob_per_char': 0.33579061027209717, 'margin': -0.001646923435502222, 'margin_per_token': -0.023143863688940485, 'margin_per_char': -0.056333456863069835, 'total_prob': 0.004058083292057321, 'total_prob_per_token': 0.15529449096158096, 'total_prob_per_char': 1.3301033451493596, 'uncond_correct_prob': 1.2551191226237995e-05, 'uncond_correct_prob_per_token': 0.0073178504527884785, 'uncond_correct_prob_per_char': 0.25170849815116414, 'uncond_total_prob': 8.074156210659906e-05, 'norm_correct_prob': 0.2662960276513057, 'norm_correct_prob_per_token': 0.2451124653456948, 'norm_correct_prob_per_char': 0.25413696562541027, 'primary_metric': 0.2730496453900709}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.3546099290780143, 'predicted_index_per_token': 1.5177304964539007, 'predicted_index_per_char': 1.3865248226950355, 'predicted_index_per_byte': 1.3829787234042554, 'predicted_index_uncond': 1.3829787234042554, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2553191489361702, 'acc_per_token': 0.23049645390070922, 'acc_per_char': 0.25886524822695034, 'acc_per_byte': 0.25886524822695034, 'acc_uncond': 0.2553191489361702, 'no_answer': 0.0, 'sum_logits_corr': -41.951758308613556, 'logits_per_token_corr': -4.948330613657434, 'logits_per_char_corr': -1.3733503523846744, 'bits_per_byte_corr': 1.979152948055009, 'correct_prob': 4.96629391024358e-05, 'correct_prob_per_token': 0.022090184528347073, 'correct_prob_per_char': 0.3066095715418446, 'margin': -8.872748857341055e-05, 'margin_per_token': -0.013366831704136387, 'margin_per_char': -0.04960994279183775, 'total_prob': 0.00024086457062673077, 'total_prob_per_token': 0.08871068647875052, 'total_prob_per_char': 1.2156280377481017, 'uncond_correct_prob': 1.1645875333424733e-05, 'uncond_correct_prob_per_token': 0.006085839319329313, 'uncond_correct_prob_per_char': 0.2456987788237727, 'uncond_total_prob': 8.109195227534701e-05, 'norm_correct_prob': 0.2564901647980046, 'norm_correct_prob_per_token': 0.2438658807806725, 'norm_correct_prob_per_char': 0.25473961710639537, 'primary_metric': 0.2553191489361702}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.301418439716312, 'predicted_index_per_token': 1.4184397163120568, 'predicted_index_per_char': 1.429078014184397, 'predicted_index_per_byte': 1.4219858156028369, 'predicted_index_uncond': 1.4716312056737588, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.26595744680851063, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.25886524822695034, 'acc_per_byte': 0.25886524822695034, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -40.58778697717274, 'logits_per_token_corr': -4.606553216207169, 'logits_per_char_corr': -1.2103337905729958, 'bits_per_byte_corr': 1.7438068767867692, 'correct_prob': 0.00073311401458834, 'correct_prob_per_token': 0.039923717162673886, 'correct_prob_per_char': 0.33924275617802513, 'margin': -0.0009083818594830363, 'margin_per_token': -0.02110071946900307, 'margin_per_char': -0.05542623252370084, 'total_prob': 0.0030428236112358745, 'total_prob_per_token': 0.1553544187085537, 'total_prob_per_char': 1.3387668643341128, 'uncond_correct_prob': 0.0001824823991841678, 'uncond_correct_prob_per_token': 0.008359262740851294, 'uncond_correct_prob_per_char': 0.2538480771337377, 'uncond_total_prob': 0.0008515670428988904, 'norm_correct_prob': 0.26560006520621326, 'norm_correct_prob_per_token': 0.2436529191001122, 'norm_correct_prob_per_char': 0.255667389177855, 'primary_metric': 0.26595744680851063}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.3333333333333333, 'predicted_index_per_token': 1.4574468085106382, 'predicted_index_per_char': 1.3617021276595744, 'predicted_index_per_byte': 1.3652482269503545, 'predicted_index_uncond': 1.4432624113475176, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2695035460992908, 'acc_per_token': 0.22340425531914893, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.2624113475177305, 'acc_uncond': 0.2695035460992908, 'no_answer': 0.0, 'sum_logits_corr': -41.02319962673999, 'logits_per_token_corr': -4.647113426607707, 'logits_per_char_corr': -1.2304289339049987, 'bits_per_byte_corr': 1.7728474114642092, 'correct_prob': 0.0009678023706325384, 'correct_prob_per_token': 0.03989381933051434, 'correct_prob_per_char': 0.3360126976826277, 'margin': -0.0019135732962619796, 'margin_per_token': -0.02452944126192594, 'margin_per_char': -0.05949493489890861, 'total_prob': 0.004618610469705393, 'total_prob_per_token': 0.1600405799555548, 'total_prob_per_char': 1.3327668858805268, 'uncond_correct_prob': 1.2730711743067876e-05, 'uncond_correct_prob_per_token': 0.007946642033142158, 'uncond_correct_prob_per_char': 0.25791790880622184, 'uncond_total_prob': 7.727106289184733e-05, 'norm_correct_prob': 0.26568764277085316, 'norm_correct_prob_per_token': 0.24150617818213876, 'norm_correct_prob_per_char': 0.2543769846341021, 'primary_metric': 0.2695035460992908}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.3085106382978724, 'predicted_index_per_token': 1.4042553191489362, 'predicted_index_per_char': 1.3687943262411348, 'predicted_index_per_byte': 1.3687943262411348, 'predicted_index_uncond': 1.3794326241134751, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.24468085106382978, 'acc_per_char': 0.2765957446808511, 'acc_per_byte': 0.2765957446808511, 'acc_uncond': 0.25177304964539005, 'no_answer': 0.0, 'sum_logits_corr': -40.54766567548116, 'logits_per_token_corr': -4.632687376659511, 'logits_per_char_corr': -1.233380052209135, 'bits_per_byte_corr': 1.7771817247839798, 'correct_prob': 0.0003098582472728555, 'correct_prob_per_token': 0.03209390630871286, 'correct_prob_per_char': 0.33008168166642665, 'margin': -0.0002980027875898686, 'margin_per_token': -0.01691914023160458, 'margin_per_char': -0.050604634892606755, 'total_prob': 0.001133911265726657, 'total_prob_per_token': 0.12541812498317567, 'total_prob_per_char': 1.300198533062243, 'uncond_correct_prob': 2.489757622788576e-05, 'uncond_correct_prob_per_token': 0.006457442086873461, 'uncond_correct_prob_per_char': 0.24939503068572724, 'uncond_total_prob': 9.483150900674076e-05, 'norm_correct_prob': 0.26737555000415475, 'norm_correct_prob_per_token': 0.25029174031174756, 'norm_correct_prob_per_char': 0.2569497298773467, 'primary_metric': 0.2765957446808511}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.3120567375886525, 'predicted_index_per_token': 1.372340425531915, 'predicted_index_per_char': 1.3687943262411348, 'predicted_index_per_byte': 1.3581560283687943, 'predicted_index_uncond': 1.4609929078014185, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.24822695035460993, 'acc_per_char': 0.2801418439716312, 'acc_per_byte': 0.2801418439716312, 'acc_uncond': 0.24468085106382978, 'no_answer': 0.0, 'sum_logits_corr': -40.20123536958762, 'logits_per_token_corr': -4.617854924700241, 'logits_per_char_corr': -1.2191315313428606, 'bits_per_byte_corr': 1.7566988874740728, 'correct_prob': 0.0007179488082159679, 'correct_prob_per_token': 0.03936986840317626, 'correct_prob_per_char': 0.33899921160452656, 'margin': -0.000996538088692756, 'margin_per_token': -0.02049733814207593, 'margin_per_char': -0.05591013201597713, 'total_prob': 0.0030652999438101733, 'total_prob_per_token': 0.15452761420891192, 'total_prob_per_char': 1.340636450707215, 'uncond_correct_prob': 5.9519667735544785e-05, 'uncond_correct_prob_per_token': 0.008842961649427758, 'uncond_correct_prob_per_char': 0.2572062681077716, 'uncond_total_prob': 0.00034894922325232725, 'norm_correct_prob': 0.2697177973938974, 'norm_correct_prob_per_token': 0.24350746556848007, 'norm_correct_prob_per_char': 0.2551166161353553, 'primary_metric': 0.2765957446808511}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.3475177304964538, 'predicted_index_per_token': 1.4432624113475176, 'predicted_index_per_char': 1.375886524822695, 'predicted_index_per_byte': 1.372340425531915, 'predicted_index_uncond': 1.4893617021276595, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.23404255319148937, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.2624113475177305, 'acc_uncond': 0.2695035460992908, 'no_answer': 0.0, 'sum_logits_corr': -40.583180070768854, 'logits_per_token_corr': -4.58109312107275, 'logits_per_char_corr': -1.222966859639102, 'bits_per_byte_corr': 1.7621147593340143, 'correct_prob': 0.0006105567632621404, 'correct_prob_per_token': 0.035426961837841685, 'correct_prob_per_char': 0.3353309831083525, 'margin': -0.0010587179436472318, 'margin_per_token': -0.02045044799924546, 'margin_per_char': -0.05394343354381485, 'total_prob': 0.0028569708238990565, 'total_prob_per_token': 0.14184080941355798, 'total_prob_per_char': 1.3280912471514743, 'uncond_correct_prob': 1.219358278289265e-05, 'uncond_correct_prob_per_token': 0.008019860636185866, 'uncond_correct_prob_per_char': 0.2574488994488362, 'uncond_total_prob': 8.916495337675415e-05, 'norm_correct_prob': 0.27823312185011206, 'norm_correct_prob_per_token': 0.2458224392072784, 'norm_correct_prob_per_char': 0.25512926249686163, 'primary_metric': 0.2730496453900709}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.3120567375886525, 'predicted_index_per_token': 1.4219858156028369, 'predicted_index_per_char': 1.375886524822695, 'predicted_index_per_byte': 1.3794326241134751, 'predicted_index_uncond': 1.4361702127659575, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2801418439716312, 'acc_per_token': 0.24822695035460993, 'acc_per_char': 0.25177304964539005, 'acc_per_byte': 0.25177304964539005, 'acc_uncond': 0.23404255319148937, 'no_answer': 0.0, 'sum_logits_corr': -40.453621607300235, 'logits_per_token_corr': -4.658741359138664, 'logits_per_char_corr': -1.258838299690339, 'bits_per_byte_corr': 1.8138743500705772, 'correct_prob': 0.00018063300725608877, 'correct_prob_per_token': 0.02898662664562016, 'correct_prob_per_char': 0.3263624088818694, 'margin': -0.0002583835457440537, 'margin_per_token': -0.015860063558184895, 'margin_per_char': -0.050522638201527914, 'total_prob': 0.000764841061295973, 'total_prob_per_token': 0.11520265737248153, 'total_prob_per_char': 1.2906357698116382, 'uncond_correct_prob': 7.837201251167705e-06, 'uncond_correct_prob_per_token': 0.0066578250621253925, 'uncond_correct_prob_per_char': 0.25174343559036616, 'uncond_total_prob': 6.908118647663678e-05, 'norm_correct_prob': 0.2702757432567933, 'norm_correct_prob_per_token': 0.24768853174636676, 'norm_correct_prob_per_char': 0.2555306713697797, 'primary_metric': 0.2801418439716312}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.3120567375886525, 'predicted_index_per_token': 1.4042553191489362, 'predicted_index_per_char': 1.4397163120567376, 'predicted_index_per_byte': 1.4397163120567376, 'predicted_index_uncond': 1.4326241134751774, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2695035460992908, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.26595744680851063, 'acc_per_byte': 0.26595744680851063, 'acc_uncond': 0.23049645390070922, 'no_answer': 0.0, 'sum_logits_corr': -39.74959364681379, 'logits_per_token_corr': -4.548295050216397, 'logits_per_char_corr': -1.2065838234876374, 'bits_per_byte_corr': 1.7386121688992833, 'correct_prob': 0.00036683095660751283, 'correct_prob_per_token': 0.03579067981178689, 'correct_prob_per_char': 0.33912449594246524, 'margin': -0.0006534707435957371, 'margin_per_token': -0.018669493312679235, 'margin_per_char': -0.0540417517434541, 'total_prob': 0.0017874587489512225, 'total_prob_per_token': 0.14117184643298245, 'total_prob_per_char': 1.3416156158070314, 'uncond_correct_prob': 4.494815082098799e-05, 'uncond_correct_prob_per_token': 0.009440589697473105, 'uncond_correct_prob_per_char': 0.2606002570870791, 'uncond_total_prob': 0.0002321716020962048, 'norm_correct_prob': 0.2720758203591144, 'norm_correct_prob_per_token': 0.24467787213879952, 'norm_correct_prob_per_char': 0.2553803343766165, 'primary_metric': 0.2695035460992908}
|
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.