params
stringclasses 14
values | data
stringclasses 25
values | task
stringclasses 66
values | step
int64 0
69.4k
| seed
stringclasses 5
values | chinchilla
stringclasses 1
value | tokens
int64 0
100B
| compute
float64 0
706,209,840,435B
| metrics
stringlengths 769
1.41k
|
|---|---|---|---|---|---|---|---|---|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.3085106382978724, 'predicted_index_per_token': 1.375886524822695, 'predicted_index_per_char': 1.372340425531915, 'predicted_index_per_byte': 1.372340425531915, 'predicted_index_uncond': 1.4716312056737588, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2765957446808511, 'acc_per_token': 0.2375886524822695, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.2624113475177305, 'acc_uncond': 0.2553191489361702, 'no_answer': 0.0, 'sum_logits_corr': -40.17543466801339, 'logits_per_token_corr': -4.555523818657159, 'logits_per_char_corr': -1.2172181907237294, 'bits_per_byte_corr': 1.7538840680930776, 'correct_prob': 0.0005999378233389575, 'correct_prob_per_token': 0.03617056358110808, 'correct_prob_per_char': 0.33819242227784474, 'margin': -0.001058947545158071, 'margin_per_token': -0.021462526893179557, 'margin_per_char': -0.05584215682596865, 'total_prob': 0.0027891687824215953, 'total_prob_per_token': 0.14500168550406745, 'total_prob_per_char': 1.3401615679823953, 'uncond_correct_prob': 1.2206575380518345e-05, 'uncond_correct_prob_per_token': 0.008151940384753307, 'uncond_correct_prob_per_char': 0.260055014440015, 'uncond_total_prob': 0.00010482529901014973, 'norm_correct_prob': 0.27806671865642446, 'norm_correct_prob_per_token': 0.2436113959515935, 'norm_correct_prob_per_char': 0.25441791021736604, 'primary_metric': 0.2765957446808511}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.3546099290780143, 'predicted_index_per_token': 1.4397163120567376, 'predicted_index_per_char': 1.375886524822695, 'predicted_index_per_byte': 1.372340425531915, 'predicted_index_uncond': 1.4326241134751774, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.2765957446808511, 'acc_per_byte': 0.2765957446808511, 'acc_uncond': 0.2127659574468085, 'no_answer': 0.0, 'sum_logits_corr': -40.0502838665712, 'logits_per_token_corr': -4.644581385072467, 'logits_per_char_corr': -1.2650336338270893, 'bits_per_byte_corr': 1.8229097389354727, 'correct_prob': 0.00013518381055636336, 'correct_prob_per_token': 0.0281090215646379, 'correct_prob_per_char': 0.32686212155885846, 'margin': -0.00018305703340745297, 'margin_per_token': -0.016189370683435726, 'margin_per_char': -0.051261111388158274, 'total_prob': 0.0005704290096801074, 'total_prob_per_token': 0.11287310385682618, 'total_prob_per_char': 1.2955307872349167, 'uncond_correct_prob': 1.1783335693651447e-05, 'uncond_correct_prob_per_token': 0.0074727088161168605, 'uncond_correct_prob_per_char': 0.2577706346573941, 'uncond_total_prob': 5.993933952570722e-05, 'norm_correct_prob': 0.27056203152384267, 'norm_correct_prob_per_token': 0.24546000252596106, 'norm_correct_prob_per_char': 0.255220118807977, 'primary_metric': 0.28368794326241137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.3120567375886525, 'predicted_index_per_token': 1.3971631205673758, 'predicted_index_per_char': 1.375886524822695, 'predicted_index_per_byte': 1.3900709219858156, 'predicted_index_uncond': 1.3865248226950355, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.24468085106382978, 'acc_per_char': 0.2695035460992908, 'acc_per_byte': 0.2730496453900709, 'acc_uncond': 0.24468085106382978, 'no_answer': 0.0, 'sum_logits_corr': -39.91272548580846, 'logits_per_token_corr': -4.61126415050851, 'logits_per_char_corr': -1.239789038835785, 'bits_per_byte_corr': 1.7864414759655358, 'correct_prob': 0.00018033987636904036, 'correct_prob_per_token': 0.030827932726854104, 'correct_prob_per_char': 0.3315939065707595, 'margin': -0.0003397679692562353, 'margin_per_token': -0.01588922963487989, 'margin_per_char': -0.05178723963009313, 'total_prob': 0.0008845293201490071, 'total_prob_per_token': 0.12144526648664832, 'total_prob_per_char': 1.3143216934697233, 'uncond_correct_prob': 7.571257870354454e-05, 'uncond_correct_prob_per_token': 0.009220122206047359, 'uncond_correct_prob_per_char': 0.2585043024120247, 'uncond_total_prob': 0.00042988719411055424, 'norm_correct_prob': 0.2693484558479144, 'norm_correct_prob_per_token': 0.24386954331371055, 'norm_correct_prob_per_char': 0.2546189955088907, 'primary_metric': 0.2730496453900709}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.3404255319148937, 'predicted_index_per_token': 1.450354609929078, 'predicted_index_per_char': 1.400709219858156, 'predicted_index_per_byte': 1.4042553191489362, 'predicted_index_uncond': 1.5602836879432624, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.28368794326241137, 'acc_per_token': 0.23404255319148937, 'acc_per_char': 0.26595744680851063, 'acc_per_byte': 0.26595744680851063, 'acc_uncond': 0.2624113475177305, 'no_answer': 0.0, 'sum_logits_corr': -40.14900203038615, 'logits_per_token_corr': -4.549307948146086, 'logits_per_char_corr': -1.2139094684379288, 'bits_per_byte_corr': 1.7491222001483075, 'correct_prob': 0.0005898337494475212, 'correct_prob_per_token': 0.03593941903580969, 'correct_prob_per_char': 0.33796076561708355, 'margin': -0.0009314697095987064, 'margin_per_token': -0.02038334336951262, 'margin_per_char': -0.05447963462666127, 'total_prob': 0.0026375146007093864, 'total_prob_per_token': 0.1435843221354986, 'total_prob_per_char': 1.3386198411483692, 'uncond_correct_prob': 1.414895232812589e-05, 'uncond_correct_prob_per_token': 0.008000844757044417, 'uncond_correct_prob_per_char': 0.25942921129602264, 'uncond_total_prob': 0.00011178363108775029, 'norm_correct_prob': 0.27586753614916265, 'norm_correct_prob_per_token': 0.2439001681661558, 'norm_correct_prob_per_char': 0.25477584981833573, 'primary_metric': 0.28368794326241137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.3439716312056738, 'predicted_index_per_token': 1.4148936170212767, 'predicted_index_per_char': 1.375886524822695, 'predicted_index_per_byte': 1.3581560283687943, 'predicted_index_uncond': 1.4893617021276595, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2801418439716312, 'acc_per_token': 0.24113475177304963, 'acc_per_char': 0.2624113475177305, 'acc_per_byte': 0.25886524822695034, 'acc_uncond': 0.23049645390070922, 'no_answer': 0.0, 'sum_logits_corr': -39.85955273344162, 'logits_per_token_corr': -4.589886948272328, 'logits_per_char_corr': -1.2371301181589096, 'bits_per_byte_corr': 1.7825837011617962, 'correct_prob': 0.000232851947927927, 'correct_prob_per_token': 0.03176518439226206, 'correct_prob_per_char': 0.3329117817901712, 'margin': -0.0003123422483338222, 'margin_per_token': -0.0176607418433395, 'margin_per_char': -0.05268858634295842, 'total_prob': 0.000995905554196479, 'total_prob_per_token': 0.12694987142562833, 'total_prob_per_char': 1.3184920318254814, 'uncond_correct_prob': 1.0429752988733633e-05, 'uncond_correct_prob_per_token': 0.007207872093855554, 'uncond_correct_prob_per_char': 0.25658769429408795, 'uncond_total_prob': 5.9541632094081894e-05, 'norm_correct_prob': 0.26997789256297894, 'norm_correct_prob_per_token': 0.24557619972764955, 'norm_correct_prob_per_char': 0.2552176006748934, 'primary_metric': 0.2801418439716312}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.3120567375886525, 'predicted_index_per_token': 1.3794326241134751, 'predicted_index_per_char': 1.3687943262411348, 'predicted_index_per_byte': 1.372340425531915, 'predicted_index_uncond': 1.3794326241134751, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2801418439716312, 'acc_per_token': 0.24468085106382978, 'acc_per_char': 0.2801418439716312, 'acc_per_byte': 0.2801418439716312, 'acc_uncond': 0.24113475177304963, 'no_answer': 0.0, 'sum_logits_corr': -39.865830571938915, 'logits_per_token_corr': -4.604870553477922, 'logits_per_char_corr': -1.2369178423643916, 'bits_per_byte_corr': 1.7823105880321461, 'correct_prob': 0.00019761608812585924, 'correct_prob_per_token': 0.031348263987327034, 'correct_prob_per_char': 0.3325256077396155, 'margin': -0.0004149420732499821, 'margin_per_token': -0.01649563588159943, 'margin_per_char': -0.05211026718003762, 'total_prob': 0.0010210550096448501, 'total_prob_per_token': 0.12395805531854953, 'total_prob_per_char': 1.3177971012948269, 'uncond_correct_prob': 8.117838429378527e-05, 'uncond_correct_prob_per_token': 0.0095656639212631, 'uncond_correct_prob_per_char': 0.2598072721625958, 'uncond_total_prob': 0.00043379327280238666, 'norm_correct_prob': 0.2690369682414756, 'norm_correct_prob_per_token': 0.24368544329490235, 'norm_correct_prob_per_char': 0.2545584265181967, 'primary_metric': 0.2801418439716312}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.3652482269503545, 'predicted_index_per_token': 1.475177304964539, 'predicted_index_per_char': 1.4148936170212767, 'predicted_index_per_byte': 1.4148936170212767, 'predicted_index_uncond': 1.553191489361702, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2695035460992908, 'acc_per_token': 0.22340425531914893, 'acc_per_char': 0.26595744680851063, 'acc_per_byte': 0.26595744680851063, 'acc_uncond': 0.2624113475177305, 'no_answer': 0.0, 'sum_logits_corr': -40.03876534505939, 'logits_per_token_corr': -4.537057950930345, 'logits_per_char_corr': -1.2110524333424084, 'bits_per_byte_corr': 1.7450074215501876, 'correct_prob': 0.0006229980919853975, 'correct_prob_per_token': 0.03664378777960722, 'correct_prob_per_char': 0.3393998581045275, 'margin': -0.0010371042989838675, 'margin_per_token': -0.021155952897073962, 'margin_per_char': -0.05516930611289798, 'total_prob': 0.0028556075869628273, 'total_prob_per_token': 0.14714429661683884, 'total_prob_per_char': 1.3449534210169325, 'uncond_correct_prob': 1.5138724485162002e-05, 'uncond_correct_prob_per_token': 0.007961440417691902, 'uncond_correct_prob_per_char': 0.2589858621236, 'uncond_total_prob': 0.00012005818737434217, 'norm_correct_prob': 0.2743170258316128, 'norm_correct_prob_per_token': 0.24382307888597532, 'norm_correct_prob_per_char': 0.25462196081428995, 'primary_metric': 0.2695035460992908}
|
10M
|
DCLM-Baseline
|
mmlu_professional_accounting
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.3581560283687943, 'predicted_index_per_token': 1.4361702127659575, 'predicted_index_per_char': 1.375886524822695, 'predicted_index_per_byte': 1.3687943262411348, 'predicted_index_uncond': 1.4716312056737588, 'correct_choice': 1.5177304964539007, 'acc_raw': 0.2730496453900709, 'acc_per_token': 0.23404255319148937, 'acc_per_char': 0.2695035460992908, 'acc_per_byte': 0.2695035460992908, 'acc_uncond': 0.21631205673758866, 'no_answer': 0.0, 'sum_logits_corr': -39.81461097331757, 'logits_per_token_corr': -4.5809488508348375, 'logits_per_char_corr': -1.2372451106254396, 'bits_per_byte_corr': 1.7827489080024583, 'correct_prob': 0.00021785337576031065, 'correct_prob_per_token': 0.0314221059597278, 'correct_prob_per_char': 0.33312453593725966, 'margin': -0.00031928878774065345, 'margin_per_token': -0.017662623415144702, 'margin_per_char': -0.05268151695424547, 'total_prob': 0.0009643939207701267, 'total_prob_per_token': 0.125851748289521, 'total_prob_per_char': 1.3195556145822895, 'uncond_correct_prob': 1.1052223873338135e-05, 'uncond_correct_prob_per_token': 0.007033183021956378, 'uncond_correct_prob_per_char': 0.25556829207048853, 'uncond_total_prob': 5.675973135050194e-05, 'norm_correct_prob': 0.2693613318329936, 'norm_correct_prob_per_token': 0.24579962040134, 'norm_correct_prob_per_char': 0.2552668968991788, 'primary_metric': 0.2730496453900709}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.3539765319426336, 'predicted_index_per_token': 1.4348109517601042, 'predicted_index_per_char': 1.5221642764015646, 'predicted_index_per_byte': 1.5234680573663624, 'predicted_index_uncond': 1.436766623207301, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2379400260756193, 'acc_per_token': 0.24445893089960888, 'acc_per_char': 0.2470664928292047, 'acc_per_byte': 0.24771838331160365, 'acc_uncond': 0.2627118644067797, 'no_answer': 0.0, 'sum_logits_corr': -203.10105377008273, 'logits_per_token_corr': -10.909706616326162, 'logits_per_char_corr': -2.184025376349939, 'bits_per_byte_corr': 3.150495998199759, 'correct_prob': 2.190255772398984e-08, 'correct_prob_per_token': 1.832459585726796e-05, 'correct_prob_per_char': 0.12141034397525541, 'margin': -2.0984843546299662e-08, 'margin_per_token': -8.391779463893108e-07, 'margin_per_char': -0.02199787863127153, 'total_prob': 7.517574735987797e-08, 'total_prob_per_token': 7.329329787263447e-05, 'total_prob_per_char': 0.48606921193802505, 'uncond_correct_prob': 2.2051768158392865e-08, 'uncond_correct_prob_per_token': 1.8667655955587312e-05, 'uncond_correct_prob_per_char': 0.12185156903952346, 'uncond_total_prob': 9.802533574294339e-08, 'norm_correct_prob': 0.23408360829446642, 'norm_correct_prob_per_token': 0.24999667908990322, 'norm_correct_prob_per_char': 0.25009685977768686, 'primary_metric': 0.2379400260756193}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.363754889178618, 'predicted_index_per_token': 1.5267275097783573, 'predicted_index_per_char': 1.5410691003911343, 'predicted_index_per_byte': 1.5410691003911343, 'predicted_index_uncond': 1.5234680573663624, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23859191655801826, 'acc_per_token': 0.2379400260756193, 'acc_per_char': 0.24511082138200782, 'acc_per_byte': 0.24511082138200782, 'acc_uncond': 0.2529335071707953, 'no_answer': 0.0, 'sum_logits_corr': -201.83410681832723, 'logits_per_token_corr': -10.816433665621556, 'logits_per_char_corr': -2.164734994925932, 'bits_per_byte_corr': 3.12266741649251, 'correct_prob': 3.3933270348420316e-08, 'correct_prob_per_token': 2.0123230327320967e-05, 'correct_prob_per_char': 0.12350750801230971, 'margin': -1.997754314958852e-08, 'margin_per_token': -9.484747898477873e-07, 'margin_per_char': -0.022304840409357776, 'total_prob': 9.63133471378026e-08, 'total_prob_per_token': 8.041064246734038e-05, 'total_prob_per_char': 0.494392991712641, 'uncond_correct_prob': 2.1879426027065724e-08, 'uncond_correct_prob_per_token': 1.975518826308406e-05, 'uncond_correct_prob_per_char': 0.12309729984335684, 'uncond_total_prob': 9.931762859984461e-08, 'norm_correct_prob': 0.2373820780097694, 'norm_correct_prob_per_token': 0.25024846478525553, 'norm_correct_prob_per_char': 0.25015565759827596, 'primary_metric': 0.23859191655801826}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.348761408083442, 'predicted_index_per_token': 1.4263363754889178, 'predicted_index_per_char': 1.5273794002607561, 'predicted_index_per_byte': 1.5286831812255541, 'predicted_index_uncond': 1.4889178617992178, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2379400260756193, 'acc_per_token': 0.258148631029987, 'acc_per_char': 0.24445893089960888, 'acc_per_byte': 0.24511082138200782, 'acc_uncond': 0.2457627118644068, 'no_answer': 0.0, 'sum_logits_corr': -202.399412888747, 'logits_per_token_corr': -10.848715421380245, 'logits_per_char_corr': -2.17130754060884, 'bits_per_byte_corr': 3.1321485441778747, 'correct_prob': 2.568238908186095e-08, 'correct_prob_per_token': 1.9482393258853088e-05, 'correct_prob_per_char': 0.12275034283004305, 'margin': -2.0201797169655884e-08, 'margin_per_token': -8.323488635359868e-07, 'margin_per_char': -0.022106651011951695, 'total_prob': 8.357442372027174e-08, 'total_prob_per_token': 7.781054919010935e-05, 'total_prob_per_char': 0.4913179828965861, 'uncond_correct_prob': 3.334051888369826e-08, 'uncond_correct_prob_per_token': 1.9610378722448242e-05, 'uncond_correct_prob_per_char': 0.12295683215092862, 'uncond_total_prob': 9.884843941415033e-08, 'norm_correct_prob': 0.23608598259439068, 'norm_correct_prob_per_token': 0.2503511722946022, 'norm_correct_prob_per_char': 0.2501336679848725, 'primary_metric': 0.2379400260756193}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.3559322033898304, 'predicted_index_per_token': 1.5488917861799218, 'predicted_index_per_char': 1.5319426336375488, 'predicted_index_per_byte': 1.5319426336375488, 'predicted_index_uncond': 1.5886571056062582, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2405475880052151, 'acc_per_token': 0.26140808344198174, 'acc_per_char': 0.25749674054758803, 'acc_per_byte': 0.25749674054758803, 'acc_uncond': 0.27053455019556716, 'no_answer': 0.0, 'sum_logits_corr': -87.13709920326143, 'logits_per_token_corr': -4.917532188863039, 'logits_per_char_corr': -0.9807139032136936, 'bits_per_byte_corr': 1.4146828769074762, 'correct_prob': 6.438045814083095e-07, 'correct_prob_per_token': 0.01066424523809298, 'correct_prob_per_char': 0.38867798240393253, 'margin': -1.5214717433995518e-06, 'margin_per_token': -0.0051477970632965685, 'margin_per_char': -0.04157372129696384, 'total_prob': 2.911999460697057e-06, 'total_prob_per_token': 0.04283772978797858, 'total_prob_per_char': 1.5534407326989492, 'uncond_correct_prob': 6.220314845117522e-07, 'uncond_correct_prob_per_token': 0.006164978610246555, 'uncond_correct_prob_per_char': 0.3505337469016208, 'uncond_total_prob': 2.562242972987305e-06, 'norm_correct_prob': 0.2424018603266685, 'norm_correct_prob_per_token': 0.2535179612189319, 'norm_correct_prob_per_char': 0.2502111654745399, 'primary_metric': 0.2405475880052151}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.378748370273794, 'predicted_index_per_token': 1.5567144719687092, 'predicted_index_per_char': 1.54367666232073, 'predicted_index_per_byte': 1.54367666232073, 'predicted_index_uncond': 1.5880052151238593, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2438070404172099, 'acc_per_token': 0.25358539765319427, 'acc_per_char': 0.25358539765319427, 'acc_per_byte': 0.25358539765319427, 'acc_uncond': 0.26597131681877445, 'no_answer': 0.0, 'sum_logits_corr': -86.69919274838682, 'logits_per_token_corr': -4.897523125764797, 'logits_per_char_corr': -0.9765394213285877, 'bits_per_byte_corr': 1.408658478775733, 'correct_prob': 4.5382881462597013e-07, 'correct_prob_per_token': 0.011014781384217335, 'correct_prob_per_char': 0.39037189194538807, 'margin': -1.0759456068038061e-05, 'margin_per_token': -0.0058215891091740685, 'margin_per_char': -0.04361319285302111, 'total_prob': 1.1910227281657363e-05, 'total_prob_per_token': 0.044874790037645135, 'total_prob_per_char': 1.5634896185756422, 'uncond_correct_prob': 6.711236865078984e-07, 'uncond_correct_prob_per_token': 0.005463985320698535, 'uncond_correct_prob_per_char': 0.3412658091805813, 'uncond_total_prob': 3.500084848356496e-06, 'norm_correct_prob': 0.24326020941259682, 'norm_correct_prob_per_token': 0.2507122490317494, 'norm_correct_prob_per_char': 0.249785774883883, 'primary_metric': 0.2438070404172099}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.3735332464146024, 'predicted_index_per_token': 1.529335071707953, 'predicted_index_per_char': 1.5391134289439374, 'predicted_index_per_byte': 1.5391134289439374, 'predicted_index_uncond': 1.5560625814863103, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24511082138200782, 'acc_per_token': 0.25488917861799215, 'acc_per_char': 0.25749674054758803, 'acc_per_byte': 0.25749674054758803, 'acc_uncond': 0.2516297262059974, 'no_answer': 0.0, 'sum_logits_corr': -86.84925099892598, 'logits_per_token_corr': -4.946138893612174, 'logits_per_char_corr': -0.9879991000078258, 'bits_per_byte_corr': 1.4251921553136855, 'correct_prob': 6.265457296720456e-07, 'correct_prob_per_token': 0.010807428563466642, 'correct_prob_per_char': 0.3878764078149346, 'margin': -1.864934939468873e-06, 'margin_per_token': -0.00566627911303677, 'margin_per_char': -0.04348442402619606, 'total_prob': 3.460592110644202e-06, 'total_prob_per_token': 0.043844840253956456, 'total_prob_per_char': 1.552735039113361, 'uncond_correct_prob': 8.899374384434167e-07, 'uncond_correct_prob_per_token': 0.005743556838141522, 'uncond_correct_prob_per_char': 0.3459148379819623, 'uncond_total_prob': 4.5082454313933185e-06, 'norm_correct_prob': 0.2444021425473798, 'norm_correct_prob_per_token': 0.2523919313398731, 'norm_correct_prob_per_char': 0.24998303428787846, 'primary_metric': 0.24511082138200782}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.363754889178618, 'predicted_index_per_token': 1.5554106910039114, 'predicted_index_per_char': 1.5508474576271187, 'predicted_index_per_byte': 1.5508474576271187, 'predicted_index_uncond': 1.561929595827901, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2405475880052151, 'acc_per_token': 0.25097783572359844, 'acc_per_char': 0.24902216427640156, 'acc_per_byte': 0.24902216427640156, 'acc_uncond': 0.24902216427640156, 'no_answer': 0.0, 'sum_logits_corr': -85.96277625868498, 'logits_per_token_corr': -4.883840123378563, 'logits_per_char_corr': -0.9756713638880912, 'bits_per_byte_corr': 1.4074134526252704, 'correct_prob': 1.2033981731813324e-07, 'correct_prob_per_token': 0.01143844736930238, 'correct_prob_per_char': 0.39249824656106863, 'margin': -2.5160471395729692e-06, 'margin_per_token': -0.006019015492840215, 'margin_per_char': -0.04424884208749252, 'total_prob': 2.8010813228406564e-06, 'total_prob_per_token': 0.046460934643859586, 'total_prob_per_char': 1.5711287239737954, 'uncond_correct_prob': 1.2281949728925715e-06, 'uncond_correct_prob_per_token': 0.0056512284026762815, 'uncond_correct_prob_per_char': 0.344350180856212, 'uncond_total_prob': 5.114838976641919e-06, 'norm_correct_prob': 0.24086189994096638, 'norm_correct_prob_per_token': 0.2515065840982974, 'norm_correct_prob_per_char': 0.24987374200913576, 'primary_metric': 0.2405475880052151}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.38135593220339, 'predicted_index_per_token': 1.5254237288135593, 'predicted_index_per_char': 1.5241199478487615, 'predicted_index_per_byte': 1.5241199478487615, 'predicted_index_uncond': 1.6016949152542372, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2457627118644068, 'acc_per_token': 0.2457627118644068, 'acc_per_char': 0.24967405475880053, 'acc_per_byte': 0.24967405475880053, 'acc_uncond': 0.2692307692307692, 'no_answer': 0.0, 'sum_logits_corr': -85.00231737108243, 'logits_per_token_corr': -4.821741208804073, 'logits_per_char_corr': -0.9639043098818849, 'bits_per_byte_corr': 1.3904355788964264, 'correct_prob': 9.052027500771097e-07, 'correct_prob_per_token': 0.011792754757068634, 'correct_prob_per_char': 0.3963289776609486, 'margin': -3.891307273079652e-06, 'margin_per_token': -0.006194856718579085, 'margin_per_char': -0.04440805354329165, 'total_prob': 5.957315109643609e-06, 'total_prob_per_token': 0.0480572300262248, 'total_prob_per_char': 1.5859581082124878, 'uncond_correct_prob': 1.2127069208332165e-06, 'uncond_correct_prob_per_token': 0.00660915771638364, 'uncond_correct_prob_per_char': 0.3569274147601797, 'uncond_total_prob': 7.082484035453187e-06, 'norm_correct_prob': 0.2450425395390569, 'norm_correct_prob_per_token': 0.25155165736639323, 'norm_correct_prob_per_char': 0.25011710291226574, 'primary_metric': 0.2457627118644068}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.3670143415906129, 'predicted_index_per_token': 1.544980443285528, 'predicted_index_per_char': 1.5423728813559323, 'predicted_index_per_byte': 1.544328552803129, 'predicted_index_uncond': 1.5788787483702738, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24185136897001303, 'acc_per_token': 0.25097783572359844, 'acc_per_char': 0.2529335071707953, 'acc_per_byte': 0.2522816166883963, 'acc_uncond': 0.26010430247718386, 'no_answer': 0.0, 'sum_logits_corr': -84.47825545313461, 'logits_per_token_corr': -4.797454013577161, 'logits_per_char_corr': -0.9584604764020938, 'bits_per_byte_corr': 1.3825850722450894, 'correct_prob': 6.894979184274366e-07, 'correct_prob_per_token': 0.012347232556372616, 'correct_prob_per_char': 0.39865548161899106, 'margin': -4.136299761029001e-06, 'margin_per_token': -0.006248368698407332, 'margin_per_char': -0.044855261869272516, 'total_prob': 5.773837650947953e-06, 'total_prob_per_token': 0.04997315721322307, 'total_prob_per_char': 1.5978240111279018, 'uncond_correct_prob': 5.936694499671967e-07, 'uncond_correct_prob_per_token': 0.005742706288989668, 'uncond_correct_prob_per_char': 0.34481798030309646, 'uncond_total_prob': 3.3128972101471448e-06, 'norm_correct_prob': 0.23786533259463433, 'norm_correct_prob_per_token': 0.24977793023361256, 'norm_correct_prob_per_char': 0.24944025128262345, 'primary_metric': 0.24185136897001303}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.395697522816167, 'predicted_index_per_token': 1.5521512385919165, 'predicted_index_per_char': 1.5430247718383312, 'predicted_index_per_byte': 1.5430247718383312, 'predicted_index_uncond': 1.5365058670143417, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.25488917861799215, 'acc_per_token': 0.26727509778357234, 'acc_per_char': 0.2588005215123859, 'acc_per_byte': 0.2588005215123859, 'acc_uncond': 0.2653194263363755, 'no_answer': 0.0, 'sum_logits_corr': -84.63941382833379, 'logits_per_token_corr': -4.774600362439132, 'logits_per_char_corr': -0.9504335227349157, 'bits_per_byte_corr': 1.371006662559062, 'correct_prob': 1.1906594551658987e-06, 'correct_prob_per_token': 0.01237353570576842, 'correct_prob_per_char': 0.3995321857530543, 'margin': -8.964942734173418e-06, 'margin_per_token': -0.006164774289780721, 'margin_per_char': -0.043037715969565606, 'total_prob': 1.2070456209646288e-05, 'total_prob_per_token': 0.04966267560190509, 'total_prob_per_char': 1.594966977646061, 'uncond_correct_prob': 1.3011726588624151e-06, 'uncond_correct_prob_per_token': 0.0064963185125442345, 'uncond_correct_prob_per_char': 0.3541682556510617, 'uncond_total_prob': 6.267052473984195e-06, 'norm_correct_prob': 0.25270263581134306, 'norm_correct_prob_per_token': 0.2551847128699063, 'norm_correct_prob_per_char': 0.25073957259939644, 'primary_metric': 0.25488917861799215}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.3689700130378097, 'predicted_index_per_token': 1.5417209908735332, 'predicted_index_per_char': 1.5195567144719686, 'predicted_index_per_byte': 1.5195567144719686, 'predicted_index_uncond': 1.5228161668839635, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.24185136897001303, 'acc_per_token': 0.25945241199478486, 'acc_per_char': 0.26010430247718386, 'acc_per_byte': 0.26010430247718386, 'acc_uncond': 0.26010430247718386, 'no_answer': 0.0, 'sum_logits_corr': -83.90498342041553, 'logits_per_token_corr': -4.76174170104318, 'logits_per_char_corr': -0.9511490430621428, 'bits_per_byte_corr': 1.3720337911622214, 'correct_prob': 2.9921177111224553e-07, 'correct_prob_per_token': 0.012860205000989373, 'correct_prob_per_char': 0.4014773789145155, 'margin': -1.4283182831015468e-05, 'margin_per_token': -0.006938536932297923, 'margin_per_char': -0.0452028393443293, 'total_prob': 1.4981083519166199e-05, 'total_prob_per_token': 0.05258501409943995, 'total_prob_per_char': 1.6087838966497527, 'uncond_correct_prob': 1.7966329748667562e-06, 'uncond_correct_prob_per_token': 0.007099573479170817, 'uncond_correct_prob_per_char': 0.36177982620602156, 'uncond_total_prob': 9.0167395822206e-06, 'norm_correct_prob': 0.2420178556720105, 'norm_correct_prob_per_token': 0.2509163805657031, 'norm_correct_prob_per_char': 0.24961325869332707, 'primary_metric': 0.24185136897001303}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.3839634941329857, 'predicted_index_per_token': 1.5664928292046936, 'predicted_index_per_char': 1.5684485006518905, 'predicted_index_per_byte': 1.5684485006518905, 'predicted_index_uncond': 1.60625814863103, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2320730117340287, 'acc_per_token': 0.2503259452411995, 'acc_per_char': 0.25684485006518903, 'acc_per_byte': 0.25684485006518903, 'acc_uncond': 0.26401564537157757, 'no_answer': 0.0, 'sum_logits_corr': -83.97344629892004, 'logits_per_token_corr': -4.750480834838041, 'logits_per_char_corr': -0.9478123506410521, 'bits_per_byte_corr': 1.367222713239338, 'correct_prob': 8.40505048228066e-07, 'correct_prob_per_token': 0.01260425826288334, 'correct_prob_per_char': 0.4014929161426529, 'margin': -3.4285482363212554e-06, 'margin_per_token': -0.006390626022158262, 'margin_per_char': -0.044214297895433845, 'total_prob': 5.4891776580029375e-06, 'total_prob_per_token': 0.05121910158593613, 'total_prob_per_char': 1.6096967808049223, 'uncond_correct_prob': 6.769407244352812e-07, 'uncond_correct_prob_per_token': 0.006493277918663449, 'uncond_correct_prob_per_char': 0.3553117590134225, 'uncond_total_prob': 4.736976310393635e-06, 'norm_correct_prob': 0.2337997862023523, 'norm_correct_prob_per_token': 0.24917189930866115, 'norm_correct_prob_per_char': 0.2494125569707987, 'primary_metric': 0.2320730117340287}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.3839634941329857, 'predicted_index_per_token': 1.5286831812255541, 'predicted_index_per_char': 1.5371577574967406, 'predicted_index_per_byte': 1.5371577574967406, 'predicted_index_uncond': 1.575619295958279, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23598435462842243, 'acc_per_token': 0.26010430247718386, 'acc_per_char': 0.26140808344198174, 'acc_per_byte': 0.26140808344198174, 'acc_uncond': 0.26727509778357234, 'no_answer': 0.0, 'sum_logits_corr': -82.83509883793579, 'logits_per_token_corr': -4.683518682934739, 'logits_per_char_corr': -0.9338617805829773, 'bits_per_byte_corr': 1.3470959959099045, 'correct_prob': 6.493808932128123e-07, 'correct_prob_per_token': 0.013484905891164512, 'correct_prob_per_char': 0.4066739477133933, 'margin': -4.559072334624034e-06, 'margin_per_token': -0.007143544740157881, 'margin_per_char': -0.04537488843127301, 'total_prob': 6.201173552526508e-06, 'total_prob_per_token': 0.05472035835526822, 'total_prob_per_char': 1.6268686494636377, 'uncond_correct_prob': 1.0374829146418063e-06, 'uncond_correct_prob_per_token': 0.007128265897578744, 'uncond_correct_prob_per_char': 0.3609792473836197, 'uncond_total_prob': 5.597978731814856e-06, 'norm_correct_prob': 0.2386976778208421, 'norm_correct_prob_per_token': 0.25144983877285293, 'norm_correct_prob_per_char': 0.2501321379533528, 'primary_metric': 0.23598435462842243}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.3748370273794002, 'predicted_index_per_token': 1.5319426336375488, 'predicted_index_per_char': 1.5580182529335072, 'predicted_index_per_byte': 1.5580182529335072, 'predicted_index_uncond': 1.5945241199478488, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23728813559322035, 'acc_per_token': 0.24641460234680573, 'acc_per_char': 0.2503259452411995, 'acc_per_byte': 0.2503259452411995, 'acc_uncond': 0.27249022164276404, 'no_answer': 0.0, 'sum_logits_corr': -82.9244008636226, 'logits_per_token_corr': -4.7055548435087635, 'logits_per_char_corr': -0.9408792767507695, 'bits_per_byte_corr': 1.3572244275530028, 'correct_prob': 1.86732532433503e-07, 'correct_prob_per_token': 0.013372466283509677, 'correct_prob_per_char': 0.4055140360696802, 'margin': -7.581427509309527e-06, 'margin_per_token': -0.007111904297943303, 'margin_per_char': -0.04505989612919808, 'total_prob': 8.028468724861078e-06, 'total_prob_per_token': 0.0545491359813934, 'total_prob_per_char': 1.6231841762462764, 'uncond_correct_prob': 1.2875160107433148e-06, 'uncond_correct_prob_per_token': 0.0068092108412206856, 'uncond_correct_prob_per_char': 0.3581141450673325, 'uncond_total_prob': 5.942304574063348e-06, 'norm_correct_prob': 0.23779857587139813, 'norm_correct_prob_per_token': 0.25215599441944064, 'norm_correct_prob_per_char': 0.25003745107147585, 'primary_metric': 0.23728813559322035}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.3565840938722296, 'predicted_index_per_token': 1.5567144719687092, 'predicted_index_per_char': 1.5534550195567145, 'predicted_index_per_byte': 1.5534550195567145, 'predicted_index_uncond': 1.5664928292046936, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2405475880052151, 'acc_per_token': 0.24771838331160365, 'acc_per_char': 0.2561929595827901, 'acc_per_byte': 0.2561929595827901, 'acc_uncond': 0.25684485006518903, 'no_answer': 0.0, 'sum_logits_corr': -82.79214065668636, 'logits_per_token_corr': -4.718308851292249, 'logits_per_char_corr': -0.9419520421454528, 'bits_per_byte_corr': 1.3587726672400107, 'correct_prob': 8.332150267645543e-07, 'correct_prob_per_token': 0.01356825889169685, 'correct_prob_per_char': 0.40515578808279346, 'margin': -3.881870922340577e-06, 'margin_per_token': -0.007298976372916432, 'margin_per_char': -0.04650891446028204, 'total_prob': 6.035832221808847e-06, 'total_prob_per_token': 0.05541520861286417, 'total_prob_per_char': 1.6252541898127386, 'uncond_correct_prob': 1.1334540805719411e-06, 'uncond_correct_prob_per_token': 0.006781107040863241, 'uncond_correct_prob_per_char': 0.35761252902332524, 'uncond_total_prob': 4.936916800366455e-06, 'norm_correct_prob': 0.23727438077643728, 'norm_correct_prob_per_token': 0.24893070874762457, 'norm_correct_prob_per_char': 0.24926771872537637, 'primary_metric': 0.2405475880052151}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.379400260756193, 'predicted_index_per_token': 1.5593220338983051, 'predicted_index_per_char': 1.5514993481095176, 'predicted_index_per_byte': 1.5514993481095176, 'predicted_index_uncond': 1.5710560625814862, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.242503259452412, 'acc_per_token': 0.25554106910039115, 'acc_per_char': 0.24119947848761408, 'acc_per_byte': 0.24119947848761408, 'acc_uncond': 0.2588005215123859, 'no_answer': 0.0, 'sum_logits_corr': -81.42978765010211, 'logits_per_token_corr': -4.619207192302174, 'logits_per_char_corr': -0.9218096313945342, 'bits_per_byte_corr': 1.3297159710208344, 'correct_prob': 5.206569959145965e-07, 'correct_prob_per_token': 0.01496004096771386, 'correct_prob_per_char': 0.4127766831872599, 'margin': -5.59664646526478e-06, 'margin_per_token': -0.008105350168864359, 'margin_per_char': -0.048113488761306514, 'total_prob': 6.760158902479023e-06, 'total_prob_per_token': 0.06094767911442673, 'total_prob_per_char': 1.6549379897389656, 'uncond_correct_prob': 5.583705841739824e-06, 'uncond_correct_prob_per_token': 0.007060116908570241, 'uncond_correct_prob_per_char': 0.35833191284157845, 'uncond_total_prob': 1.8277541445307746e-05, 'norm_correct_prob': 0.2414890416476835, 'norm_correct_prob_per_token': 0.24944449818512962, 'norm_correct_prob_per_char': 0.24959760733377379, 'primary_metric': 0.242503259452412}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.3683181225554106, 'predicted_index_per_token': 1.498696219035202, 'predicted_index_per_char': 1.5352020860495437, 'predicted_index_per_byte': 1.5338983050847457, 'predicted_index_uncond': 1.5710560625814862, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2288135593220339, 'acc_per_token': 0.2470664928292047, 'acc_per_char': 0.24641460234680573, 'acc_per_byte': 0.24641460234680573, 'acc_uncond': 0.26010430247718386, 'no_answer': 0.0, 'sum_logits_corr': -81.94335755593151, 'logits_per_token_corr': -4.6509819401768455, 'logits_per_char_corr': -0.9301771497937451, 'bits_per_byte_corr': 1.3417845480778874, 'correct_prob': 4.26725901383706e-07, 'correct_prob_per_token': 0.014007692984384366, 'correct_prob_per_char': 0.4095391928442609, 'margin': -4.0591893477167115e-06, 'margin_per_token': -0.007677921138472445, 'margin_per_char': -0.047092698858349935, 'total_prob': 5.115401951636639e-06, 'total_prob_per_token': 0.05736020760251448, 'total_prob_per_char': 1.6419155457657237, 'uncond_correct_prob': 2.423643001502386e-06, 'uncond_correct_prob_per_token': 0.006990948560386492, 'uncond_correct_prob_per_char': 0.3593653251990935, 'uncond_total_prob': 1.0473198067367998e-05, 'norm_correct_prob': 0.23106056903151373, 'norm_correct_prob_per_token': 0.2488317428825267, 'norm_correct_prob_per_char': 0.24944708485496517, 'primary_metric': 0.2288135593220339}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.3644067796610169, 'predicted_index_per_token': 1.5319426336375488, 'predicted_index_per_char': 1.5378096479791394, 'predicted_index_per_byte': 1.5371577574967406, 'predicted_index_uncond': 1.5990873533246415, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2333767926988266, 'acc_per_token': 0.2438070404172099, 'acc_per_char': 0.25554106910039115, 'acc_per_byte': 0.2561929595827901, 'acc_uncond': 0.26597131681877445, 'no_answer': 0.0, 'sum_logits_corr': -81.74287120553008, 'logits_per_token_corr': -4.6615416935450815, 'logits_per_char_corr': -0.9312586615982009, 'bits_per_byte_corr': 1.3433449214760944, 'correct_prob': 1.3685745931595217e-06, 'correct_prob_per_token': 0.014216548658509362, 'correct_prob_per_char': 0.40945747770548524, 'margin': -1.1734276355716135e-05, 'margin_per_token': -0.007758321677452602, 'margin_per_char': -0.04668959711823988, 'total_prob': 1.5279793560237257e-05, 'total_prob_per_token': 0.05808401065648543, 'total_prob_per_char': 1.6416683177545284, 'uncond_correct_prob': 4.0238002564670274e-07, 'uncond_correct_prob_per_token': 0.006609458886501731, 'uncond_correct_prob_per_char': 0.3563438120103523, 'uncond_total_prob': 2.046571615348688e-06, 'norm_correct_prob': 0.23390893661207612, 'norm_correct_prob_per_token': 0.24905160090400247, 'norm_correct_prob_per_char': 0.24944108649984276, 'primary_metric': 0.2333767926988266}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.3748370273794002, 'predicted_index_per_token': 1.5541069100391134, 'predicted_index_per_char': 1.5501955671447196, 'predicted_index_per_byte': 1.5501955671447196, 'predicted_index_uncond': 1.576271186440678, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2288135593220339, 'acc_per_token': 0.24511082138200782, 'acc_per_char': 0.24837027379400262, 'acc_per_byte': 0.24837027379400262, 'acc_uncond': 0.2588005215123859, 'no_answer': 0.0, 'sum_logits_corr': -81.06488826563958, 'logits_per_token_corr': -4.60494138667132, 'logits_per_char_corr': -0.9178252086721708, 'bits_per_byte_corr': 1.3239629146923388, 'correct_prob': 5.979403574968294e-07, 'correct_prob_per_token': 0.014985210806221897, 'correct_prob_per_char': 0.4136610726428074, 'margin': -1.2946289938242229e-05, 'margin_per_token': -0.00791385026242103, 'margin_per_char': -0.04682642715774659, 'total_prob': 1.4446235516872704e-05, 'total_prob_per_token': 0.06090063133777404, 'total_prob_per_char': 1.6581383763241277, 'uncond_correct_prob': 5.091915264501049e-06, 'uncond_correct_prob_per_token': 0.007456738791684137, 'uncond_correct_prob_per_char': 0.36270346227318184, 'uncond_total_prob': 1.971766500950421e-05, 'norm_correct_prob': 0.23249546104008892, 'norm_correct_prob_per_token': 0.2495358754746719, 'norm_correct_prob_per_char': 0.24958787056346793, 'primary_metric': 0.2288135593220339}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.3585397653194264, 'predicted_index_per_token': 1.5078226857887875, 'predicted_index_per_char': 1.5078226857887875, 'predicted_index_per_byte': 1.5078226857887875, 'predicted_index_uncond': 1.5495436766623207, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23663624511082137, 'acc_per_token': 0.2470664928292047, 'acc_per_char': 0.24641460234680573, 'acc_per_byte': 0.24641460234680573, 'acc_uncond': 0.2692307692307692, 'no_answer': 0.0, 'sum_logits_corr': -80.04897573252234, 'logits_per_token_corr': -4.531983767673343, 'logits_per_char_corr': -0.9047947563527564, 'bits_per_byte_corr': 1.305173912858774, 'correct_prob': 6.437700677777087e-07, 'correct_prob_per_token': 0.01591117682476912, 'correct_prob_per_char': 0.4192319599987134, 'margin': -9.847117300641767e-06, 'margin_per_token': -0.008857665030420202, 'margin_per_char': -0.04733242301925283, 'total_prob': 1.1361426694210257e-05, 'total_prob_per_token': 0.06506090400021332, 'total_prob_per_char': 1.6795786249259166, 'uncond_correct_prob': 1.5782067181564512e-06, 'uncond_correct_prob_per_token': 0.0072518237872973915, 'uncond_correct_prob_per_char': 0.3619671884705161, 'uncond_total_prob': 7.6237033026691305e-06, 'norm_correct_prob': 0.2348757148005048, 'norm_correct_prob_per_token': 0.24982931980053827, 'norm_correct_prob_per_char': 0.2497292738404683, 'primary_metric': 0.23663624511082137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.365058670143416, 'predicted_index_per_token': 1.5208604954367666, 'predicted_index_per_char': 1.5397653194263363, 'predicted_index_per_byte': 1.5397653194263363, 'predicted_index_uncond': 1.5501955671447196, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2333767926988266, 'acc_per_token': 0.23989569752281617, 'acc_per_char': 0.258148631029987, 'acc_per_byte': 0.258148631029987, 'acc_uncond': 0.2588005215123859, 'no_answer': 0.0, 'sum_logits_corr': -81.89322072834825, 'logits_per_token_corr': -4.662635367718369, 'logits_per_char_corr': -0.9302570567578915, 'bits_per_byte_corr': 1.3418968984456336, 'correct_prob': 8.817097395073483e-07, 'correct_prob_per_token': 0.014143469101058282, 'correct_prob_per_char': 0.4090792523559915, 'margin': -4.191632046858504e-06, 'margin_per_token': -0.007393939668340809, 'margin_per_char': -0.04545646882114432, 'total_prob': 6.509301677425338e-06, 'total_prob_per_token': 0.05740952733494535, 'total_prob_per_char': 1.6388086351058753, 'uncond_correct_prob': 1.7146279411276628e-06, 'uncond_correct_prob_per_token': 0.007003050371101858, 'uncond_correct_prob_per_char': 0.3580955000318818, 'uncond_total_prob': 8.686429040718818e-06, 'norm_correct_prob': 0.23332167406185006, 'norm_correct_prob_per_token': 0.2506347987149854, 'norm_correct_prob_per_char': 0.2497524882742251, 'primary_metric': 0.2333767926988266}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.3735332464146024, 'predicted_index_per_token': 1.5338983050847457, 'predicted_index_per_char': 1.546936114732725, 'predicted_index_per_byte': 1.546936114732725, 'predicted_index_uncond': 1.5182529335071708, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23663624511082137, 'acc_per_token': 0.25097783572359844, 'acc_per_char': 0.2627118644067797, 'acc_per_byte': 0.2627118644067797, 'acc_uncond': 0.273142112125163, 'no_answer': 0.0, 'sum_logits_corr': -78.85632281539648, 'logits_per_token_corr': -4.451559194889024, 'logits_per_char_corr': -0.8869291969203659, 'bits_per_byte_corr': 1.2793923504357048, 'correct_prob': 1.1719022654302332e-06, 'correct_prob_per_token': 0.01714605746461289, 'correct_prob_per_char': 0.42549767774580655, 'margin': -7.735519521185172e-06, 'margin_per_token': -0.008812426374314187, 'margin_per_char': -0.047283461153818776, 'total_prob': 1.0327242420643084e-05, 'total_prob_per_token': 0.06911231117768127, 'total_prob_per_char': 1.703113282308195, 'uncond_correct_prob': 2.595832463410684e-05, 'uncond_correct_prob_per_token': 0.007117846354364862, 'uncond_correct_prob_per_char': 0.35841526365920284, 'uncond_total_prob': 7.453620494938572e-05, 'norm_correct_prob': 0.2385349570952185, 'norm_correct_prob_per_token': 0.2511103780783357, 'norm_correct_prob_per_char': 0.24999631017796106, 'primary_metric': 0.23663624511082137}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.3520208604954367, 'predicted_index_per_token': 1.482398956975228, 'predicted_index_per_char': 1.5058670143415906, 'predicted_index_per_byte': 1.5058670143415906, 'predicted_index_uncond': 1.5019556714471969, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23598435462842243, 'acc_per_token': 0.24771838331160365, 'acc_per_char': 0.2405475880052151, 'acc_per_byte': 0.2405475880052151, 'acc_uncond': 0.25554106910039115, 'no_answer': 0.0, 'sum_logits_corr': -79.7417221069336, 'logits_per_token_corr': -4.50788375770442, 'logits_per_char_corr': -0.8993892909698289, 'bits_per_byte_corr': 1.297372074427132, 'correct_prob': 4.752931149129941e-07, 'correct_prob_per_token': 0.016003520936353013, 'correct_prob_per_char': 0.42069092194573193, 'margin': -1.0023919215553852e-05, 'margin_per_token': -0.00884414935941312, 'margin_per_char': -0.04802680511821241, 'total_prob': 1.1126824270641722e-05, 'total_prob_per_token': 0.06528053727480747, 'total_prob_per_char': 1.6865801618013205, 'uncond_correct_prob': 1.4257429076650834e-06, 'uncond_correct_prob_per_token': 0.0076226457881549145, 'uncond_correct_prob_per_char': 0.3664432896618076, 'uncond_total_prob': 6.646175423200431e-06, 'norm_correct_prob': 0.2315438601751211, 'norm_correct_prob_per_token': 0.2490883237824958, 'norm_correct_prob_per_char': 0.24943501590465955, 'primary_metric': 0.23598435462842243}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.3748370273794002, 'predicted_index_per_token': 1.5384615384615385, 'predicted_index_per_char': 1.544328552803129, 'predicted_index_per_byte': 1.544328552803129, 'predicted_index_uncond': 1.5997392438070404, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23076923076923078, 'acc_per_token': 0.2301173402868318, 'acc_per_char': 0.24511082138200782, 'acc_per_byte': 0.24511082138200782, 'acc_uncond': 0.26727509778357234, 'no_answer': 0.0, 'sum_logits_corr': -80.33522711925431, 'logits_per_token_corr': -4.595310896516555, 'logits_per_char_corr': -0.9164661587059659, 'bits_per_byte_corr': 1.322003353262633, 'correct_prob': 4.855563540102975e-06, 'correct_prob_per_token': 0.015388833555352005, 'correct_prob_per_char': 0.4150963015586801, 'margin': -9.348584818447164e-06, 'margin_per_token': -0.008408989463298596, 'margin_per_char': -0.04751877561246576, 'total_prob': 2.0550143487547962e-05, 'total_prob_per_token': 0.06294961131799977, 'total_prob_per_char': 1.6648062168906772, 'uncond_correct_prob': 3.1581447791820598e-06, 'uncond_correct_prob_per_token': 0.007131341515433454, 'uncond_correct_prob_per_char': 0.3595208194203201, 'uncond_total_prob': 1.20685205146773e-05, 'norm_correct_prob': 0.2271338535404212, 'norm_correct_prob_per_token': 0.2491074260801048, 'norm_correct_prob_per_char': 0.24938861449782054, 'primary_metric': 0.23076923076923078}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.3722294654498044, 'predicted_index_per_token': 1.5378096479791394, 'predicted_index_per_char': 1.5573663624511083, 'predicted_index_per_byte': 1.5573663624511083, 'predicted_index_uncond': 1.5769230769230769, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23402868318122555, 'acc_per_token': 0.24445893089960888, 'acc_per_char': 0.25097783572359844, 'acc_per_byte': 0.25097783572359844, 'acc_uncond': 0.2835723598435463, 'no_answer': 0.0, 'sum_logits_corr': -77.94667677214125, 'logits_per_token_corr': -4.4154082061163855, 'logits_per_char_corr': -0.8805026947708249, 'bits_per_byte_corr': 1.2701258298058642, 'correct_prob': 5.80761476219e-07, 'correct_prob_per_token': 0.01798057480605217, 'correct_prob_per_char': 0.42887333131884314, 'margin': -6.1346554058092695e-06, 'margin_per_token': -0.009350036253987191, 'margin_per_char': -0.04779291222677739, 'total_prob': 7.436586103908492e-06, 'total_prob_per_token': 0.07260999326354885, 'total_prob_per_char': 1.7168799587909105, 'uncond_correct_prob': 8.46235509381203e-06, 'uncond_correct_prob_per_token': 0.007477222526620649, 'uncond_correct_prob_per_char': 0.3631954266562673, 'uncond_total_prob': 2.7878460082083027e-05, 'norm_correct_prob': 0.23470039268149306, 'norm_correct_prob_per_token': 0.25095413260919214, 'norm_correct_prob_per_char': 0.2499709583479393, 'primary_metric': 0.23402868318122555}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.3696219035202086, 'predicted_index_per_token': 1.4745762711864407, 'predicted_index_per_char': 1.5215123859191655, 'predicted_index_per_byte': 1.5215123859191655, 'predicted_index_uncond': 1.513037809647979, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23598435462842243, 'acc_per_token': 0.24837027379400262, 'acc_per_char': 0.2379400260756193, 'acc_per_byte': 0.2379400260756193, 'acc_uncond': 0.26792698826597133, 'no_answer': 0.0, 'sum_logits_corr': -78.98828333048964, 'logits_per_token_corr': -4.481563765585015, 'logits_per_char_corr': -0.895851522292459, 'bits_per_byte_corr': 1.2922707827426265, 'correct_prob': 4.3328362112580883e-07, 'correct_prob_per_token': 0.016463543191180856, 'correct_prob_per_char': 0.42303700027464664, 'margin': -8.01793924568224e-06, 'margin_per_token': -0.009016333735692956, 'margin_per_char': -0.04891986583626904, 'total_prob': 9.024724304482128e-06, 'total_prob_per_token': 0.06730782078636606, 'total_prob_per_char': 1.6978017180763096, 'uncond_correct_prob': 1.4252886387146769e-06, 'uncond_correct_prob_per_token': 0.007525647896325686, 'uncond_correct_prob_per_char': 0.36437312943444744, 'uncond_total_prob': 7.862771585993645e-06, 'norm_correct_prob': 0.2340443667279073, 'norm_correct_prob_per_token': 0.24775539546524772, 'norm_correct_prob_per_char': 0.24893827487724154, 'primary_metric': 0.23598435462842243}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.3950456323337679, 'predicted_index_per_token': 1.514341590612777, 'predicted_index_per_char': 1.5508474576271187, 'predicted_index_per_byte': 1.5508474576271187, 'predicted_index_uncond': 1.5671447196870925, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23272490221642764, 'acc_per_token': 0.2392438070404172, 'acc_per_char': 0.25945241199478486, 'acc_per_byte': 0.25945241199478486, 'acc_uncond': 0.25945241199478486, 'no_answer': 0.0, 'sum_logits_corr': -79.37360722518184, 'logits_per_token_corr': -4.536243552799746, 'logits_per_char_corr': -0.9053992459369986, 'bits_per_byte_corr': 1.3060414802426856, 'correct_prob': 1.1203377623755129e-06, 'correct_prob_per_token': 0.016047325034471094, 'correct_prob_per_char': 0.41936226315562897, 'margin': -8.76290544789392e-06, 'margin_per_token': -0.008431674130056731, 'margin_per_char': -0.04681497842050394, 'total_prob': 1.167153956747951e-05, 'total_prob_per_token': 0.06514817487870156, 'total_prob_per_char': 1.6806275135345585, 'uncond_correct_prob': 9.914872293508412e-07, 'uncond_correct_prob_per_token': 0.007356156954546803, 'uncond_correct_prob_per_char': 0.3620445657234685, 'uncond_total_prob': 7.549372359900698e-06, 'norm_correct_prob': 0.23056177516515788, 'norm_correct_prob_per_token': 0.2492204635493112, 'norm_correct_prob_per_char': 0.24946901295079446, 'primary_metric': 0.23272490221642764}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.3709256844850066, 'predicted_index_per_token': 1.5221642764015646, 'predicted_index_per_char': 1.558670143415906, 'predicted_index_per_byte': 1.5580182529335072, 'predicted_index_uncond': 1.5801825293350718, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23272490221642764, 'acc_per_token': 0.25097783572359844, 'acc_per_char': 0.24315514993481094, 'acc_per_byte': 0.2438070404172099, 'acc_uncond': 0.27509778357235987, 'no_answer': 0.0, 'sum_logits_corr': -76.83922297920367, 'logits_per_token_corr': -4.342705177446685, 'logits_per_char_corr': -0.8657894730415308, 'bits_per_byte_corr': 1.2489014336104203, 'correct_prob': 1.631211158623482e-06, 'correct_prob_per_token': 0.01895548465884586, 'correct_prob_per_char': 0.4344346574410514, 'margin': -9.538216494220404e-06, 'margin_per_token': -0.009601225679642255, 'margin_per_char': -0.04775800903166691, 'total_prob': 1.3191598149592688e-05, 'total_prob_per_token': 0.0765276649353102, 'total_prob_per_char': 1.7392456151700049, 'uncond_correct_prob': 4.9595287303870385e-06, 'uncond_correct_prob_per_token': 0.007759618266521647, 'uncond_correct_prob_per_char': 0.36584149551142564, 'uncond_total_prob': 1.734283926960357e-05, 'norm_correct_prob': 0.23440526270988482, 'norm_correct_prob_per_token': 0.2505650250786583, 'norm_correct_prob_per_char': 0.24988455506179846, 'primary_metric': 0.23272490221642764}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.349413298565841, 'predicted_index_per_token': 1.4778357235984354, 'predicted_index_per_char': 1.4882659713168187, 'predicted_index_per_byte': 1.4882659713168187, 'predicted_index_uncond': 1.513037809647979, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23272490221642764, 'acc_per_token': 0.2503259452411995, 'acc_per_char': 0.23989569752281617, 'acc_per_byte': 0.23989569752281617, 'acc_uncond': 0.258148631029987, 'no_answer': 0.0, 'sum_logits_corr': -78.15319124443124, 'logits_per_token_corr': -4.435587524223839, 'logits_per_char_corr': -0.8865693466486194, 'bits_per_byte_corr': 1.2788804400317506, 'correct_prob': 3.347560842608616e-07, 'correct_prob_per_token': 0.017311244262382758, 'correct_prob_per_char': 0.42694205242284744, 'margin': -7.81403493537771e-06, 'margin_per_token': -0.009256101128943317, 'margin_per_char': -0.04875862352255967, 'total_prob': 8.57276533656132e-06, 'total_prob_per_token': 0.07034957922146524, 'total_prob_per_char': 1.7124326428614816, 'uncond_correct_prob': 1.3090224482442242e-06, 'uncond_correct_prob_per_token': 0.007701507723460922, 'uncond_correct_prob_per_char': 0.365676935779592, 'uncond_total_prob': 8.571781640327707e-06, 'norm_correct_prob': 0.23159750647871757, 'norm_correct_prob_per_token': 0.2481491786214523, 'norm_correct_prob_per_char': 0.24911999099259496, 'primary_metric': 0.23272490221642764}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.3696219035202086, 'predicted_index_per_token': 1.4876140808344198, 'predicted_index_per_char': 1.5332464146023468, 'predicted_index_per_byte': 1.5332464146023468, 'predicted_index_uncond': 1.5697522816166884, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.22946544980443284, 'acc_per_token': 0.2405475880052151, 'acc_per_char': 0.24967405475880053, 'acc_per_byte': 0.24967405475880053, 'acc_uncond': 0.26010430247718386, 'no_answer': 0.0, 'sum_logits_corr': -78.71247072729635, 'logits_per_token_corr': -4.502814920533806, 'logits_per_char_corr': -0.8988802152154367, 'bits_per_byte_corr': 1.2966382555869609, 'correct_prob': 1.0081409966493661e-06, 'correct_prob_per_token': 0.01663224314364397, 'correct_prob_per_char': 0.4221973985877857, 'margin': -8.392905173139578e-06, 'margin_per_token': -0.008764801143149006, 'margin_per_char': -0.04692964013177308, 'total_prob': 1.0748898961158171e-05, 'total_prob_per_token': 0.06762428405438753, 'total_prob_per_char': 1.6916792446581255, 'uncond_correct_prob': 1.5537379754915561e-06, 'uncond_correct_prob_per_token': 0.007728128394298762, 'uncond_correct_prob_per_char': 0.36616617688058023, 'uncond_total_prob': 6.855716949623395e-06, 'norm_correct_prob': 0.22908823134862746, 'norm_correct_prob_per_token': 0.24969032317653367, 'norm_correct_prob_per_char': 0.24954711914746402, 'primary_metric': 0.22946544980443284}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.3689700130378097, 'predicted_index_per_token': 1.513037809647979, 'predicted_index_per_char': 1.5508474576271187, 'predicted_index_per_byte': 1.5501955671447196, 'predicted_index_uncond': 1.577574967405476, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23402868318122555, 'acc_per_token': 0.2470664928292047, 'acc_per_char': 0.2457627118644068, 'acc_per_byte': 0.24641460234680573, 'acc_uncond': 0.2757496740547588, 'no_answer': 0.0, 'sum_logits_corr': -76.8914381229893, 'logits_per_token_corr': -4.359685583465108, 'logits_per_char_corr': -0.8698627816409417, 'bits_per_byte_corr': 1.2547783707171913, 'correct_prob': 9.39268469856041e-07, 'correct_prob_per_token': 0.018782220500174075, 'correct_prob_per_char': 0.4332819655944713, 'margin': -7.092331606940262e-06, 'margin_per_token': -0.009603956432800471, 'margin_per_char': -0.04825613792896259, 'total_prob': 9.197329246585601e-06, 'total_prob_per_token': 0.07605968730027608, 'total_prob_per_char': 1.7357144913712061, 'uncond_correct_prob': 9.080573672854688e-06, 'uncond_correct_prob_per_token': 0.007600595207155776, 'uncond_correct_prob_per_char': 0.36401552947992033, 'uncond_total_prob': 3.2780883469049336e-05, 'norm_correct_prob': 0.23469603752017804, 'norm_correct_prob_per_token': 0.24990167184724846, 'norm_correct_prob_per_char': 0.24971955673727506, 'primary_metric': 0.23402868318122555}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.3500651890482398, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.4902216427640156, 'predicted_index_per_byte': 1.4902216427640156, 'predicted_index_uncond': 1.5280312907431552, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2320730117340287, 'acc_per_token': 0.24837027379400262, 'acc_per_char': 0.23859191655801826, 'acc_per_byte': 0.23859191655801826, 'acc_uncond': 0.26727509778357234, 'no_answer': 0.0, 'sum_logits_corr': -78.11259782360928, 'logits_per_token_corr': -4.433159123789061, 'logits_per_char_corr': -0.885920914837162, 'bits_per_byte_corr': 1.2779441080799565, 'correct_prob': 3.4513150408165993e-07, 'correct_prob_per_token': 0.017288021454954415, 'correct_prob_per_char': 0.4270555169444954, 'margin': -6.608965674484128e-06, 'margin_per_token': -0.009326193764370704, 'margin_per_char': -0.04894796712852291, 'total_prob': 7.3914685457536366e-06, 'total_prob_per_token': 0.0704735596985293, 'total_prob_per_char': 1.7139884501435112, 'uncond_correct_prob': 1.5775578596973974e-06, 'uncond_correct_prob_per_token': 0.007622886241132639, 'uncond_correct_prob_per_char': 0.36474752929993576, 'uncond_total_prob': 9.66923194413154e-06, 'norm_correct_prob': 0.2310494086302837, 'norm_correct_prob_per_token': 0.24764711148800156, 'norm_correct_prob_per_char': 0.24899554484170938, 'primary_metric': 0.2320730117340287}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.3572359843546284, 'predicted_index_per_token': 1.5026075619295958, 'predicted_index_per_char': 1.5423728813559323, 'predicted_index_per_byte': 1.5423728813559323, 'predicted_index_uncond': 1.5717079530638853, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.227509778357236, 'acc_per_token': 0.23402868318122555, 'acc_per_char': 0.2561929595827901, 'acc_per_byte': 0.2561929595827901, 'acc_uncond': 0.25945241199478486, 'no_answer': 0.0, 'sum_logits_corr': -78.37082412780653, 'logits_per_token_corr': -4.477492307198635, 'logits_per_char_corr': -0.8936501785251503, 'bits_per_byte_corr': 1.2890928541236633, 'correct_prob': 1.0641258981242994e-06, 'correct_prob_per_token': 0.016923303012771045, 'correct_prob_per_char': 0.42402650526139823, 'margin': -8.174939410439647e-06, 'margin_per_token': -0.00896836263222977, 'margin_per_char': -0.04709904730845148, 'total_prob': 1.0793571975597402e-05, 'total_prob_per_token': 0.0688655163586331, 'total_prob_per_char': 1.698970727314993, 'uncond_correct_prob': 1.309642721427129e-06, 'uncond_correct_prob_per_token': 0.0077892914866945296, 'uncond_correct_prob_per_char': 0.36640861647671646, 'uncond_total_prob': 6.588894710065405e-06, 'norm_correct_prob': 0.2296512392422608, 'norm_correct_prob_per_token': 0.24982425426660926, 'norm_correct_prob_per_char': 0.24953835699258672, 'primary_metric': 0.227509778357236}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.3748370273794002, 'predicted_index_per_token': 1.5123859191655802, 'predicted_index_per_char': 1.54367666232073, 'predicted_index_per_byte': 1.5430247718383312, 'predicted_index_uncond': 1.5717079530638853, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.23076923076923078, 'acc_per_token': 0.24641460234680573, 'acc_per_char': 0.24315514993481094, 'acc_per_byte': 0.2438070404172099, 'acc_uncond': 0.2737940026075619, 'no_answer': 0.0, 'sum_logits_corr': -76.8962021859404, 'logits_per_token_corr': -4.360584402858399, 'logits_per_char_corr': -0.8700115803972593, 'bits_per_byte_corr': 1.2549928287695253, 'correct_prob': 9.444490831811485e-07, 'correct_prob_per_token': 0.018778936493423416, 'correct_prob_per_char': 0.4332221488670342, 'margin': -6.983717687183624e-06, 'margin_per_token': -0.009561481537947692, 'margin_per_char': -0.04826150229986811, 'total_prob': 9.10224528381415e-06, 'total_prob_per_token': 0.0759857060588209, 'total_prob_per_char': 1.7355404565565002, 'uncond_correct_prob': 9.472120704322687e-06, 'uncond_correct_prob_per_token': 0.007578600987310646, 'uncond_correct_prob_per_char': 0.36364914463306686, 'uncond_total_prob': 3.20333075630137e-05, 'norm_correct_prob': 0.23373896050716006, 'norm_correct_prob_per_token': 0.24986390514399617, 'norm_correct_prob_per_char': 0.24969468871712114, 'primary_metric': 0.23076923076923078}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.3546284224250327, 'predicted_index_per_token': 1.4941329856584094, 'predicted_index_per_char': 1.4876140808344198, 'predicted_index_per_byte': 1.4876140808344198, 'predicted_index_uncond': 1.5241199478487615, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.2333767926988266, 'acc_per_token': 0.2503259452411995, 'acc_per_char': 0.23728813559322035, 'acc_per_byte': 0.23728813559322035, 'acc_uncond': 0.26597131681877445, 'no_answer': 0.0, 'sum_logits_corr': -77.86720500620278, 'logits_per_token_corr': -4.416311664190364, 'logits_per_char_corr': -0.8822953927300096, 'bits_per_byte_corr': 1.2727141744977828, 'correct_prob': 3.8727035544764565e-07, 'correct_prob_per_token': 0.017552985456759904, 'correct_prob_per_char': 0.4283584692948934, 'margin': -6.396075832690531e-06, 'margin_per_token': -0.009473984243818756, 'margin_per_char': -0.04880847028020607, 'total_prob': 7.280970485182217e-06, 'total_prob_per_token': 0.07156504796761161, 'total_prob_per_char': 1.7189519182408657, 'uncond_correct_prob': 1.7254423784503086e-06, 'uncond_correct_prob_per_token': 0.007571504546216247, 'uncond_correct_prob_per_char': 0.36422277003905085, 'uncond_total_prob': 1.028654409442802e-05, 'norm_correct_prob': 0.23200476049061555, 'norm_correct_prob_per_token': 0.24776141381946715, 'norm_correct_prob_per_char': 0.24905215357944516, 'primary_metric': 0.2333767926988266}
|
10M
|
DCLM-Baseline
|
mmlu_professional_law
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.3585397653194264, 'predicted_index_per_token': 1.5026075619295958, 'predicted_index_per_char': 1.532594524119948, 'predicted_index_per_byte': 1.532594524119948, 'predicted_index_uncond': 1.5593220338983051, 'correct_choice': 1.5136897001303782, 'acc_raw': 0.227509778357236, 'acc_per_token': 0.23663624511082137, 'acc_per_char': 0.2516297262059974, 'acc_per_byte': 0.2516297262059974, 'acc_uncond': 0.2561929595827901, 'no_answer': 0.0, 'sum_logits_corr': -78.30108492874882, 'logits_per_token_corr': -4.469180443162856, 'logits_per_char_corr': -0.8919040046264743, 'bits_per_byte_corr': 1.2865735476779527, 'correct_prob': 1.0773394471260632e-06, 'correct_prob_per_token': 0.016981036380305556, 'correct_prob_per_char': 0.42458287251359983, 'margin': -8.273748859177675e-06, 'margin_per_token': -0.008974890021359325, 'margin_per_char': -0.04692779738619331, 'total_prob': 1.0910950856517732e-05, 'total_prob_per_token': 0.06907951005254884, 'total_prob_per_char': 1.700862886549212, 'uncond_correct_prob': 1.4028572376847412e-06, 'uncond_correct_prob_per_token': 0.00785318199490006, 'uncond_correct_prob_per_char': 0.3670868237790236, 'uncond_total_prob': 6.396927032394826e-06, 'norm_correct_prob': 0.2302177345895935, 'norm_correct_prob_per_token': 0.250116686569935, 'norm_correct_prob_per_char': 0.24960578002925757, 'primary_metric': 0.227509778357236}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5772058823529411, 'predicted_index_per_token': 1.5772058823529411, 'predicted_index_per_char': 1.5588235294117647, 'predicted_index_per_byte': 1.5661764705882353, 'predicted_index_uncond': 1.4375, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.24632352941176472, 'acc_per_token': 0.21691176470588236, 'acc_per_char': 0.2757352941176471, 'acc_per_byte': 0.27941176470588236, 'acc_uncond': 0.2610294117647059, 'no_answer': 0.0, 'sum_logits_corr': -63.09339054191814, 'logits_per_token_corr': -10.864090658487955, 'logits_per_char_corr': -2.3750371307325646, 'bits_per_byte_corr': 3.4190112910045465, 'correct_prob': 3.151314057998291e-11, 'correct_prob_per_token': 1.923327065331203e-05, 'correct_prob_per_char': 0.12479341029139768, 'margin': -6.190704784931122e-07, 'margin_per_token': -2.0526444261704748e-06, 'margin_per_char': -0.047689071684764286, 'total_prob': 7.400414419680545e-07, 'total_prob_per_token': 7.802436126106204e-05, 'total_prob_per_char': 0.4836724835882734, 'uncond_correct_prob': 3.088680791025116e-11, 'uncond_correct_prob_per_token': 1.9125103046106008e-05, 'uncond_correct_prob_per_char': 0.12470598794419416, 'uncond_total_prob': 7.704507939319506e-07, 'norm_correct_prob': 0.25197145372433477, 'norm_correct_prob_per_token': 0.24660771264484987, 'norm_correct_prob_per_char': 0.25700976995477226, 'primary_metric': 0.24632352941176472}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5441176470588236, 'predicted_index_per_token': 1.5073529411764706, 'predicted_index_per_char': 1.5735294117647058, 'predicted_index_per_byte': 1.5808823529411764, 'predicted_index_uncond': 1.6029411764705883, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.24632352941176472, 'acc_per_token': 0.23897058823529413, 'acc_per_char': 0.26838235294117646, 'acc_per_byte': 0.27205882352941174, 'acc_uncond': 0.2426470588235294, 'no_answer': 0.0, 'sum_logits_corr': -63.02014597724466, 'logits_per_token_corr': -10.846397574525728, 'logits_per_char_corr': -2.3724096719913983, 'bits_per_byte_corr': 3.415183687924624, 'correct_prob': 3.5911989665317774e-11, 'correct_prob_per_token': 1.9603325470611405e-05, 'correct_prob_per_char': 0.12531816797266432, 'margin': -5.700149052066079e-07, 'margin_per_token': -1.8101566988212966e-06, 'margin_per_char': -0.047148064576660015, 'total_prob': 6.958821480839889e-07, 'total_prob_per_token': 7.855433792414932e-05, 'total_prob_per_char': 0.4844374254278159, 'uncond_correct_prob': 3.54683501861317e-11, 'uncond_correct_prob_per_token': 1.9785249948519304e-05, 'uncond_correct_prob_per_char': 0.12550373588990282, 'uncond_total_prob': 8.160435303217909e-07, 'norm_correct_prob': 0.2539274569809015, 'norm_correct_prob_per_token': 0.24963733346540304, 'norm_correct_prob_per_char': 0.2577608586007712, 'primary_metric': 0.24632352941176472}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5330882352941178, 'predicted_index_per_token': 1.5036764705882353, 'predicted_index_per_char': 1.5625, 'predicted_index_per_byte': 1.5698529411764706, 'predicted_index_uncond': 1.4669117647058822, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.2647058823529412, 'acc_per_token': 0.23897058823529413, 'acc_per_char': 0.27941176470588236, 'acc_per_byte': 0.28308823529411764, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -63.06080962629879, 'logits_per_token_corr': -10.859551067369857, 'logits_per_char_corr': -2.373959826684203, 'bits_per_byte_corr': 3.4173965577194743, 'correct_prob': 3.4513964043520763e-11, 'correct_prob_per_token': 1.9328060587425243e-05, 'correct_prob_per_char': 0.12491873455738245, 'margin': -5.944703014008807e-07, 'margin_per_token': -1.7847421929355767e-06, 'margin_per_char': -0.047229566760848274, 'total_prob': 7.108769022336346e-07, 'total_prob_per_token': 7.742021292544907e-05, 'total_prob_per_char': 0.4829422138058971, 'uncond_correct_prob': 3.335894619106372e-11, 'uncond_correct_prob_per_token': 1.9684709496910804e-05, 'uncond_correct_prob_per_char': 0.1254131642104485, 'uncond_total_prob': 7.722504817569366e-07, 'norm_correct_prob': 0.2559828824805391, 'norm_correct_prob_per_token': 0.2496756869103217, 'norm_correct_prob_per_char': 0.2576546296603252, 'primary_metric': 0.2647058823529412}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.5588235294117647, 'predicted_index_per_token': 1.5625, 'predicted_index_per_char': 1.4375, 'predicted_index_per_byte': 1.4375, 'predicted_index_uncond': 1.5477941176470589, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21691176470588236, 'acc_per_token': 0.22426470588235295, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.22058823529411764, 'no_answer': 0.0, 'sum_logits_corr': -39.48768524211996, 'logits_per_token_corr': -7.241629441689252, 'logits_per_char_corr': -1.5707856914708616, 'bits_per_byte_corr': 2.260461210376143, 'correct_prob': 8.0684728179256e-07, 'correct_prob_per_token': 0.002195766211955063, 'correct_prob_per_char': 0.24960860692591236, 'margin': -2.5356440306186452e-05, 'margin_per_token': -0.003463166694203449, 'margin_per_char': -0.07388746838191762, 'total_prob': 2.7066489702035068e-05, 'total_prob_per_token': 0.010723809906507245, 'total_prob_per_char': 0.9946682841042066, 'uncond_correct_prob': 1.717997204529012e-07, 'uncond_correct_prob_per_token': 0.0009621346587321176, 'uncond_correct_prob_per_char': 0.21375960456068355, 'uncond_total_prob': 4.250790932576121e-06, 'norm_correct_prob': 0.22069832674970224, 'norm_correct_prob_per_token': 0.24369531505852643, 'norm_correct_prob_per_char': 0.24960325536440098, 'primary_metric': 0.21691176470588236}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.5514705882352942, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.4669117647058822, 'predicted_index_per_byte': 1.4669117647058822, 'predicted_index_uncond': 1.5036764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.20220588235294118, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.23897058823529413, 'acc_per_byte': 0.23897058823529413, 'acc_uncond': 0.2536764705882353, 'no_answer': 0.0, 'sum_logits_corr': -39.529101350728205, 'logits_per_token_corr': -7.1744828690293305, 'logits_per_char_corr': -1.555929081229426, 'bits_per_byte_corr': 2.2393225036499116, 'correct_prob': 2.220435560887604e-06, 'correct_prob_per_token': 0.002287258266403945, 'correct_prob_per_char': 0.25173525377094075, 'margin': -2.274088410217072e-05, 'margin_per_token': -0.0036410242102744277, 'margin_per_char': -0.07710610416007387, 'total_prob': 3.415778532797366e-05, 'total_prob_per_token': 0.011304414606587508, 'total_prob_per_char': 1.0030600714919624, 'uncond_correct_prob': 1.6944111758534748e-07, 'uncond_correct_prob_per_token': 0.0006685961878187005, 'uncond_correct_prob_per_char': 0.19714438692827804, 'uncond_total_prob': 5.003897515756459e-06, 'norm_correct_prob': 0.20241118334294697, 'norm_correct_prob_per_token': 0.23668766885172743, 'norm_correct_prob_per_char': 0.24908211120220164, 'primary_metric': 0.20220588235294118}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.5330882352941178, 'predicted_index_per_token': 1.5073529411764706, 'predicted_index_per_char': 1.5036764705882353, 'predicted_index_per_byte': 1.5147058823529411, 'predicted_index_uncond': 1.5698529411764706, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.2536764705882353, 'acc_per_token': 0.2426470588235294, 'acc_per_char': 0.29044117647058826, 'acc_per_byte': 0.2867647058823529, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -39.623025112292346, 'logits_per_token_corr': -7.284888301179565, 'logits_per_char_corr': -1.5862274773171345, 'bits_per_byte_corr': 2.282538260550692, 'correct_prob': 2.4019172911555796e-07, 'correct_prob_per_token': 0.0022790787650019692, 'correct_prob_per_char': 0.24899257831617116, 'margin': -1.4402186012662039e-05, 'margin_per_token': -0.0033494017475317324, 'margin_per_char': -0.06872595349992829, 'total_prob': 1.5148167062874727e-05, 'total_prob_per_token': 0.011006465136552582, 'total_prob_per_char': 0.9785299492467276, 'uncond_correct_prob': 3.094474777830649e-07, 'uncond_correct_prob_per_token': 0.0010349718608420044, 'uncond_correct_prob_per_char': 0.2163145144361108, 'uncond_total_prob': 6.4867682322532665e-06, 'norm_correct_prob': 0.25129060059584013, 'norm_correct_prob_per_token': 0.25049387976854076, 'norm_correct_prob_per_char': 0.2527003788031421, 'primary_metric': 0.2536764705882353}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.6139705882352942, 'predicted_index_per_token': 1.5625, 'predicted_index_per_char': 1.4779411764705883, 'predicted_index_per_byte': 1.4779411764705883, 'predicted_index_uncond': 1.6102941176470589, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.25, 'acc_per_token': 0.23897058823529413, 'acc_per_char': 0.2426470588235294, 'acc_per_byte': 0.2426470588235294, 'acc_uncond': 0.21323529411764705, 'no_answer': 0.0, 'sum_logits_corr': -39.266771733760834, 'logits_per_token_corr': -7.226776313029031, 'logits_per_char_corr': -1.5647835434312247, 'bits_per_byte_corr': 2.2520670229085598, 'correct_prob': 2.782285989693821e-07, 'correct_prob_per_token': 0.002587242522878143, 'correct_prob_per_char': 0.25063449141561756, 'margin': -7.359016283413142e-05, 'margin_per_token': -0.0035315188226894925, 'margin_per_char': -0.07236411337670505, 'total_prob': 7.423924645659709e-05, 'total_prob_per_token': 0.012090370562796111, 'total_prob_per_char': 0.9940898885233298, 'uncond_correct_prob': 3.431642100941397e-08, 'uncond_correct_prob_per_token': 0.0012117886483172164, 'uncond_correct_prob_per_char': 0.22552404785846938, 'uncond_total_prob': 5.79129632192061e-06, 'norm_correct_prob': 0.24259051364080642, 'norm_correct_prob_per_token': 0.25016634520895414, 'norm_correct_prob_per_char': 0.25186746529462384, 'primary_metric': 0.25}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.6102941176470589, 'predicted_index_per_token': 1.6139705882352942, 'predicted_index_per_char': 1.5147058823529411, 'predicted_index_per_byte': 1.5147058823529411, 'predicted_index_uncond': 1.5294117647058822, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.24632352941176472, 'acc_per_token': 0.23897058823529413, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.2610294117647059, 'acc_uncond': 0.25735294117647056, 'no_answer': 0.0, 'sum_logits_corr': -39.09483424705618, 'logits_per_token_corr': -7.172879015361577, 'logits_per_char_corr': -1.5477019387320454, 'bits_per_byte_corr': 2.227210586134735, 'correct_prob': 3.2668418576420366e-07, 'correct_prob_per_token': 0.0025076270086966546, 'correct_prob_per_char': 0.2524881198431872, 'margin': -2.8231807396677624e-05, 'margin_per_token': -0.0037083376879052388, 'margin_per_char': -0.07097586226479954, 'total_prob': 2.9196552144196334e-05, 'total_prob_per_token': 0.011866160712377623, 'total_prob_per_char': 0.9931630564070943, 'uncond_correct_prob': 5.852579057385998e-07, 'uncond_correct_prob_per_token': 0.0010916037185790572, 'uncond_correct_prob_per_char': 0.2174540078234286, 'uncond_total_prob': 1.122573552326409e-05, 'norm_correct_prob': 0.24473715293100226, 'norm_correct_prob_per_token': 0.25914417858137767, 'norm_correct_prob_per_char': 0.2549994377225309, 'primary_metric': 0.24632352941176472}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.6102941176470589, 'predicted_index_per_token': 1.4852941176470589, 'predicted_index_per_char': 1.4852941176470589, 'predicted_index_per_byte': 1.4852941176470589, 'predicted_index_uncond': 1.5183823529411764, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.25, 'acc_per_token': 0.19117647058823528, 'acc_per_char': 0.23897058823529413, 'acc_per_byte': 0.23897058823529413, 'acc_uncond': 0.21691176470588236, 'no_answer': 0.0, 'sum_logits_corr': -39.127543459920325, 'logits_per_token_corr': -7.166066484636216, 'logits_per_char_corr': -1.5537728313567616, 'bits_per_byte_corr': 2.236234898144037, 'correct_prob': 6.721354745508742e-07, 'correct_prob_per_token': 0.0025686325301079505, 'correct_prob_per_char': 0.25299045270987514, 'margin': -2.8191285200169137e-05, 'margin_per_token': -0.00368060515124783, 'margin_per_char': -0.0752713620934393, 'total_prob': 2.9955268586463234e-05, 'total_prob_per_token': 0.012022112488148565, 'total_prob_per_char': 1.007784224116115, 'uncond_correct_prob': 2.5390636747988607e-07, 'uncond_correct_prob_per_token': 0.0008857358120644272, 'uncond_correct_prob_per_char': 0.20720722482696588, 'uncond_total_prob': 3.0516098140636655e-06, 'norm_correct_prob': 0.2449696428602932, 'norm_correct_prob_per_token': 0.2383906605858966, 'norm_correct_prob_per_char': 0.249355004380259, 'primary_metric': 0.25}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5772058823529411, 'predicted_index_per_token': 1.588235294117647, 'predicted_index_per_char': 1.5514705882352942, 'predicted_index_per_byte': 1.5625, 'predicted_index_uncond': 1.6176470588235294, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23897058823529413, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.23161764705882354, 'no_answer': 0.0, 'sum_logits_corr': -38.34066131535698, 'logits_per_token_corr': -7.000730248843979, 'logits_per_char_corr': -1.5176676753791707, 'bits_per_byte_corr': 2.183914099362223, 'correct_prob': 1.4704624192083124e-06, 'correct_prob_per_token': 0.0028060571803044444, 'correct_prob_per_char': 0.2607552785551212, 'margin': -3.932911782488357e-05, 'margin_per_token': -0.004467729917154129, 'margin_per_char': -0.07597903128296526, 'total_prob': 4.315179406488916e-05, 'total_prob_per_token': 0.013914485016402823, 'total_prob_per_char': 1.0399049678961538, 'uncond_correct_prob': 1.43095311031986e-07, 'uncond_correct_prob_per_token': 0.001077190715661042, 'uncond_correct_prob_per_char': 0.21676177677191868, 'uncond_total_prob': 3.799225609734425e-06, 'norm_correct_prob': 0.22119509054487882, 'norm_correct_prob_per_token': 0.23952684438498786, 'norm_correct_prob_per_char': 0.24928830991754208, 'primary_metric': 0.23897058823529413}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5588235294117647, 'predicted_index_per_token': 1.5036764705882353, 'predicted_index_per_char': 1.5183823529411764, 'predicted_index_per_byte': 1.5183823529411764, 'predicted_index_uncond': 1.5955882352941178, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22794117647058823, 'acc_per_token': 0.21323529411764705, 'acc_per_char': 0.23161764705882354, 'acc_per_byte': 0.23161764705882354, 'acc_uncond': 0.2867647058823529, 'no_answer': 0.0, 'sum_logits_corr': -38.52471113204956, 'logits_per_token_corr': -7.02634324822178, 'logits_per_char_corr': -1.5223985428520617, 'bits_per_byte_corr': 2.190800140160742, 'correct_prob': 3.548762550819077e-07, 'correct_prob_per_token': 0.002791821909862303, 'correct_prob_per_char': 0.25980559759245475, 'margin': -1.9590788356844216e-05, 'margin_per_token': -0.0046764675252740535, 'margin_per_char': -0.07939675933064774, 'total_prob': 2.1174423535391733e-05, 'total_prob_per_token': 0.013901259265939322, 'total_prob_per_char': 1.0356540953555338, 'uncond_correct_prob': 1.6634596372432768e-07, 'uncond_correct_prob_per_token': 0.0012317087712754044, 'uncond_correct_prob_per_char': 0.22507159598390825, 'uncond_total_prob': 4.929143909523613e-06, 'norm_correct_prob': 0.22417262682395359, 'norm_correct_prob_per_token': 0.2347415457857233, 'norm_correct_prob_per_char': 0.24939626966875028, 'primary_metric': 0.22794117647058823}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5441176470588236, 'predicted_index_per_token': 1.6102941176470589, 'predicted_index_per_char': 1.4816176470588236, 'predicted_index_per_byte': 1.4816176470588236, 'predicted_index_uncond': 1.5294117647058822, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.2426470588235294, 'acc_per_token': 0.23897058823529413, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.2867647058823529, 'no_answer': 0.0, 'sum_logits_corr': -38.24220901026445, 'logits_per_token_corr': -7.011500329481567, 'logits_per_char_corr': -1.5159140728617688, 'bits_per_byte_corr': 2.1815021011268168, 'correct_prob': 5.7762801818212e-07, 'correct_prob_per_token': 0.002725330033562329, 'correct_prob_per_char': 0.25940489524233784, 'margin': -4.477379564180875e-05, 'margin_per_token': -0.004724931893030543, 'margin_per_char': -0.07664996359333962, 'total_prob': 4.6991066673480726e-05, 'total_prob_per_token': 0.01392940960927895, 'total_prob_per_char': 1.0351786728941348, 'uncond_correct_prob': 1.916400648576182e-07, 'uncond_correct_prob_per_token': 0.0009603508289820181, 'uncond_correct_prob_per_char': 0.21101618150350526, 'uncond_total_prob': 7.703045142410096e-06, 'norm_correct_prob': 0.24263056965299293, 'norm_correct_prob_per_token': 0.24241690492334952, 'norm_correct_prob_per_char': 0.2496707317365684, 'primary_metric': 0.2426470588235294}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5330882352941178, 'predicted_index_per_token': 1.4779411764705883, 'predicted_index_per_char': 1.4779411764705883, 'predicted_index_per_byte': 1.4779411764705883, 'predicted_index_uncond': 1.5661764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23897058823529413, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.2610294117647059, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -38.25751660851871, 'logits_per_token_corr': -7.044066356472245, 'logits_per_char_corr': -1.5283268097662843, 'bits_per_byte_corr': 2.1995323553182464, 'correct_prob': 2.779713208384501e-07, 'correct_prob_per_token': 0.0025721501503224563, 'correct_prob_per_char': 0.25811975167864265, 'margin': -0.00010604709545354964, 'margin_per_token': -0.005405829402250075, 'margin_per_char': -0.07943246867957286, 'total_prob': 0.00010673768705772319, 'total_prob_per_token': 0.01385830726419856, 'total_prob_per_char': 1.02919417412944, 'uncond_correct_prob': 2.63394907745202e-07, 'uncond_correct_prob_per_token': 0.0013678829002634224, 'uncond_correct_prob_per_char': 0.2322290440742718, 'uncond_total_prob': 4.238295609160749e-06, 'norm_correct_prob': 0.23828273888532447, 'norm_correct_prob_per_token': 0.23609241345819515, 'norm_correct_prob_per_char': 0.24843124666993538, 'primary_metric': 0.23897058823529413}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5441176470588236, 'predicted_index_per_token': 1.5220588235294117, 'predicted_index_per_char': 1.5147058823529411, 'predicted_index_per_byte': 1.5147058823529411, 'predicted_index_uncond': 1.6066176470588236, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.21323529411764705, 'acc_per_char': 0.22426470588235295, 'acc_per_byte': 0.22426470588235295, 'acc_uncond': 0.27205882352941174, 'no_answer': 0.0, 'sum_logits_corr': -37.21369171142578, 'logits_per_token_corr': -6.775743743288383, 'logits_per_char_corr': -1.474050957104715, 'bits_per_byte_corr': 2.121319528122395, 'correct_prob': 1.0016219906579983e-06, 'correct_prob_per_token': 0.003194278707249063, 'correct_prob_per_char': 0.2707297133566748, 'margin': -6.733481093510946e-05, 'margin_per_token': -0.00591758637589835, 'margin_per_char': -0.08186891660145801, 'total_prob': 7.045199898294058e-05, 'total_prob_per_token': 0.016710034794864735, 'total_prob_per_char': 1.0848285227259624, 'uncond_correct_prob': 2.3545402155096733e-07, 'uncond_correct_prob_per_token': 0.0013706368252498823, 'uncond_correct_prob_per_char': 0.23221398483649403, 'uncond_total_prob': 1.4300941808080597e-05, 'norm_correct_prob': 0.2360323474725574, 'norm_correct_prob_per_token': 0.23597069694901146, 'norm_correct_prob_per_char': 0.24770404986962577, 'primary_metric': 0.23161764705882354}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5588235294117647, 'predicted_index_per_token': 1.5220588235294117, 'predicted_index_per_char': 1.4595588235294117, 'predicted_index_per_byte': 1.4595588235294117, 'predicted_index_uncond': 1.4926470588235294, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.24632352941176472, 'acc_per_token': 0.2647058823529412, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.2610294117647059, 'acc_uncond': 0.2610294117647059, 'no_answer': 0.0, 'sum_logits_corr': -37.81526071534437, 'logits_per_token_corr': -6.945102092304179, 'logits_per_char_corr': -1.4989589717682463, 'bits_per_byte_corr': 2.1572902467895485, 'correct_prob': 8.555497428109319e-07, 'correct_prob_per_token': 0.0029735455957716262, 'correct_prob_per_char': 0.2621614807999534, 'margin': -8.203816400957685e-05, 'margin_per_token': -0.00454227835378437, 'margin_per_char': -0.07606451430886574, 'total_prob': 8.926798334034922e-05, 'total_prob_per_token': 0.014665651559338544, 'total_prob_per_char': 1.0443856576075266, 'uncond_correct_prob': 4.195868577163232e-07, 'uncond_correct_prob_per_token': 0.0012819230069294075, 'uncond_correct_prob_per_char': 0.2265326117250293, 'uncond_total_prob': 3.401553191219151e-06, 'norm_correct_prob': 0.24231252922990804, 'norm_correct_prob_per_token': 0.24554395428872589, 'norm_correct_prob_per_char': 0.2502255869065817, 'primary_metric': 0.24632352941176472}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.5661764705882353, 'predicted_index_per_token': 1.5294117647058822, 'predicted_index_per_char': 1.5110294117647058, 'predicted_index_per_byte': 1.5183823529411764, 'predicted_index_uncond': 1.5477941176470589, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22426470588235295, 'acc_per_token': 0.21691176470588236, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.2610294117647059, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -37.44536164227654, 'logits_per_token_corr': -6.877114146870262, 'logits_per_char_corr': -1.4868168984556038, 'bits_per_byte_corr': 2.1399085812480325, 'correct_prob': 9.003449117558807e-07, 'correct_prob_per_token': 0.003193271729347665, 'correct_prob_per_char': 0.2659457227872862, 'margin': -5.683655646222411e-05, 'margin_per_token': -0.006293130096956888, 'margin_per_char': -0.08457892296032285, 'total_prob': 5.8873126881907626e-05, 'total_prob_per_token': 0.016994700818950485, 'total_prob_per_char': 1.0703340922073545, 'uncond_correct_prob': 1.4476221680961834e-07, 'uncond_correct_prob_per_token': 0.0014164603821149766, 'uncond_correct_prob_per_char': 0.23082848176177623, 'uncond_total_prob': 4.23023618117775e-06, 'norm_correct_prob': 0.2223100147967234, 'norm_correct_prob_per_token': 0.2364274584738034, 'norm_correct_prob_per_char': 0.24732377130475502, 'primary_metric': 0.22426470588235295}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.5477941176470589, 'predicted_index_per_token': 1.463235294117647, 'predicted_index_per_char': 1.5036764705882353, 'predicted_index_per_byte': 1.5036764705882353, 'predicted_index_uncond': 1.5330882352941178, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22426470588235295, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -36.21594027911915, 'logits_per_token_corr': -6.611895140701439, 'logits_per_char_corr': -1.4338789203370503, 'bits_per_byte_corr': 2.0637825626912734, 'correct_prob': 1.4743413011859227e-06, 'correct_prob_per_token': 0.0037507981494982515, 'correct_prob_per_char': 0.2788837862950032, 'margin': -2.0967509228529e-05, 'margin_per_token': -0.0062323540856012325, 'margin_per_char': -0.08105554416845576, 'total_prob': 2.455251405740182e-05, 'total_prob_per_token': 0.018653664520267378, 'total_prob_per_char': 1.1144688524826112, 'uncond_correct_prob': 5.334105497790173e-07, 'uncond_correct_prob_per_token': 0.0016103123631074656, 'uncond_correct_prob_per_char': 0.241543514962351, 'uncond_total_prob': 8.774240592531762e-06, 'norm_correct_prob': 0.2235609039585362, 'norm_correct_prob_per_token': 0.236664617912363, 'norm_correct_prob_per_char': 0.24876341910631794, 'primary_metric': 0.22426470588235295}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.5404411764705883, 'predicted_index_per_token': 1.5330882352941178, 'predicted_index_per_char': 1.474264705882353, 'predicted_index_per_byte': 1.474264705882353, 'predicted_index_uncond': 1.4963235294117647, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.2426470588235294, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.27941176470588236, 'no_answer': 0.0, 'sum_logits_corr': -38.57293252383961, 'logits_per_token_corr': -7.165633034970625, 'logits_per_char_corr': -1.5376155096297799, 'bits_per_byte_corr': 2.2131565649444287, 'correct_prob': 3.8806536301596156e-07, 'correct_prob_per_token': 0.002632345284904765, 'correct_prob_per_char': 0.25264474355176375, 'margin': -5.384802008351835e-05, 'margin_per_token': -0.004748159357051739, 'margin_per_char': -0.0767763945945851, 'total_prob': 5.707759649829395e-05, 'total_prob_per_token': 0.013593281257505913, 'total_prob_per_char': 1.0071838818987002, 'uncond_correct_prob': 1.907767342963181e-07, 'uncond_correct_prob_per_token': 0.0012912118304514617, 'uncond_correct_prob_per_char': 0.2300336652852926, 'uncond_total_prob': 5.17394162983765e-06, 'norm_correct_prob': 0.23610253564205816, 'norm_correct_prob_per_token': 0.24376236457206596, 'norm_correct_prob_per_char': 0.25061789359264225, 'primary_metric': 0.2426470588235294}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.6066176470588236, 'predicted_index_per_token': 1.5845588235294117, 'predicted_index_per_char': 1.525735294117647, 'predicted_index_per_byte': 1.525735294117647, 'predicted_index_uncond': 1.6397058823529411, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.24632352941176472, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.24632352941176472, 'acc_per_byte': 0.24632352941176472, 'acc_uncond': 0.22426470588235295, 'no_answer': 0.0, 'sum_logits_corr': -36.32142127261442, 'logits_per_token_corr': -6.673165548802381, 'logits_per_char_corr': -1.4444713113862833, 'bits_per_byte_corr': 2.078799174206634, 'correct_prob': 5.65325869081201e-07, 'correct_prob_per_token': 0.0036882454742869285, 'correct_prob_per_char': 0.27649871429521145, 'margin': -2.4360845646321188e-05, 'margin_per_token': -0.005835727605513949, 'margin_per_char': -0.08218237932347922, 'total_prob': 2.571474936034194e-05, 'total_prob_per_token': 0.018461550158511857, 'total_prob_per_char': 1.1063807315960363, 'uncond_correct_prob': 7.440893656624529e-08, 'uncond_correct_prob_per_token': 0.0014105124225233007, 'uncond_correct_prob_per_char': 0.2318121511929678, 'uncond_total_prob': 7.895986028263425e-06, 'norm_correct_prob': 0.2397137485192294, 'norm_correct_prob_per_token': 0.2404658538867336, 'norm_correct_prob_per_char': 0.24811615700457945, 'primary_metric': 0.24632352941176472}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.5330882352941178, 'predicted_index_per_token': 1.6066176470588236, 'predicted_index_per_char': 1.4669117647058822, 'predicted_index_per_byte': 1.474264705882353, 'predicted_index_uncond': 1.5294117647058822, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.25735294117647056, 'acc_per_token': 0.20588235294117646, 'acc_per_char': 0.23529411764705882, 'acc_per_byte': 0.23897058823529413, 'acc_uncond': 0.22794117647058823, 'no_answer': 0.0, 'sum_logits_corr': -36.52685359996908, 'logits_per_token_corr': -6.6924042778515735, 'logits_per_char_corr': -1.4486090564476257, 'bits_per_byte_corr': 2.0846595149815808, 'correct_prob': 4.8949553725102e-07, 'correct_prob_per_token': 0.0035534957419139455, 'correct_prob_per_char': 0.2752492229893851, 'margin': -5.207188115793736e-05, 'margin_per_token': -0.007151291044155355, 'margin_per_char': -0.08576681213945649, 'total_prob': 5.399219676338155e-05, 'total_prob_per_token': 0.01917839930490682, 'total_prob_per_char': 1.1056911382981403, 'uncond_correct_prob': 2.677963241648849e-07, 'uncond_correct_prob_per_token': 0.0015980363206265686, 'uncond_correct_prob_per_char': 0.24021432953344773, 'uncond_total_prob': 1.0922727049966787e-05, 'norm_correct_prob': 0.2412477214978086, 'norm_correct_prob_per_token': 0.23164709953465246, 'norm_correct_prob_per_char': 0.24746914037675147, 'primary_metric': 0.25735294117647056}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.4816176470588236, 'predicted_index_per_token': 1.4375, 'predicted_index_per_char': 1.4522058823529411, 'predicted_index_per_byte': 1.4522058823529411, 'predicted_index_uncond': 1.4485294117647058, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.2426470588235294, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -38.3383772092707, 'logits_per_token_corr': -7.103140276439928, 'logits_per_char_corr': -1.5335320522609162, 'bits_per_byte_corr': 2.207148370703541, 'correct_prob': 4.926648929395239e-07, 'correct_prob_per_token': 0.0026354266909116813, 'correct_prob_per_char': 0.25556511887387845, 'margin': -2.7313144314212653e-05, 'margin_per_token': -0.005353614415490798, 'margin_per_char': -0.07831740766402669, 'total_prob': 2.920979136707796e-05, 'total_prob_per_token': 0.014274889345360803, 'total_prob_per_char': 1.019689020518623, 'uncond_correct_prob': 1.171921808355329e-07, 'uncond_correct_prob_per_token': 0.0013528017793121249, 'uncond_correct_prob_per_char': 0.22824651296043236, 'uncond_total_prob': 2.7480604051961926e-06, 'norm_correct_prob': 0.24060443899347544, 'norm_correct_prob_per_token': 0.2369322031781378, 'norm_correct_prob_per_char': 0.2497549210540279, 'primary_metric': 0.2426470588235294}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.5330882352941178, 'predicted_index_per_token': 1.4705882352941178, 'predicted_index_per_char': 1.3970588235294117, 'predicted_index_per_byte': 1.3970588235294117, 'predicted_index_uncond': 1.536764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.23529411764705882, 'acc_per_char': 0.22794117647058823, 'acc_per_byte': 0.22794117647058823, 'acc_uncond': 0.19852941176470587, 'no_answer': 0.0, 'sum_logits_corr': -36.314655514324414, 'logits_per_token_corr': -6.682745908391911, 'logits_per_char_corr': -1.4383239503358396, 'bits_per_byte_corr': 2.070102037987268, 'correct_prob': 1.3021898399121906e-06, 'correct_prob_per_token': 0.0036847434232310313, 'correct_prob_per_char': 0.2752264297510644, 'margin': -5.755890063959256e-05, 'margin_per_token': -0.007472619286093104, 'margin_per_char': -0.08640899176779601, 'total_prob': 6.0865885070296194e-05, 'total_prob_per_token': 0.020050580735488925, 'total_prob_per_char': 1.113581678253204, 'uncond_correct_prob': 1.3273510870867488e-07, 'uncond_correct_prob_per_token': 0.0013945349269272266, 'uncond_correct_prob_per_char': 0.23057382512022245, 'uncond_total_prob': 2.384401238182785e-06, 'norm_correct_prob': 0.23058768079719918, 'norm_correct_prob_per_token': 0.2300253289624095, 'norm_correct_prob_per_char': 0.2460196484201966, 'primary_metric': 0.23161764705882354}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.5735294117647058, 'predicted_index_per_token': 1.5588235294117647, 'predicted_index_per_char': 1.4522058823529411, 'predicted_index_per_byte': 1.4522058823529411, 'predicted_index_uncond': 1.5110294117647058, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22426470588235295, 'acc_per_token': 0.21323529411764705, 'acc_per_char': 0.23897058823529413, 'acc_per_byte': 0.23897058823529413, 'acc_uncond': 0.1875, 'no_answer': 0.0, 'sum_logits_corr': -35.785227810635284, 'logits_per_token_corr': -6.553108279385844, 'logits_per_char_corr': -1.4136230842033306, 'bits_per_byte_corr': 2.034588912308313, 'correct_prob': 7.586604396663569e-07, 'correct_prob_per_token': 0.004023691841234181, 'correct_prob_per_char': 0.2819770444221704, 'margin': -4.494448383760511e-05, 'margin_per_token': -0.007270166698470644, 'margin_per_char': -0.08697419493109618, 'total_prob': 4.7787960347905144e-05, 'total_prob_per_token': 0.020844266554563746, 'total_prob_per_char': 1.1379674541524305, 'uncond_correct_prob': 4.5627263992379466e-07, 'uncond_correct_prob_per_token': 0.0019154181951255064, 'uncond_correct_prob_per_char': 0.2484707441274817, 'uncond_total_prob': 9.290723837726275e-06, 'norm_correct_prob': 0.22717212565326395, 'norm_correct_prob_per_token': 0.23093629151513934, 'norm_correct_prob_per_char': 0.24668910220373852, 'primary_metric': 0.22426470588235295}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.588235294117647, 'predicted_index_per_token': 1.5220588235294117, 'predicted_index_per_char': 1.463235294117647, 'predicted_index_per_byte': 1.463235294117647, 'predicted_index_uncond': 1.525735294117647, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22794117647058823, 'acc_per_token': 0.21323529411764705, 'acc_per_char': 0.22426470588235295, 'acc_per_byte': 0.22426470588235295, 'acc_uncond': 0.23897058823529413, 'no_answer': 0.0, 'sum_logits_corr': -37.337528221747455, 'logits_per_token_corr': -6.902573982442133, 'logits_per_char_corr': -1.489413324332038, 'bits_per_byte_corr': 2.143400668580848, 'correct_prob': 1.6775799872608317e-06, 'correct_prob_per_token': 0.0033094220718649, 'correct_prob_per_char': 0.26500892470208076, 'margin': -5.223820036773203e-05, 'margin_per_token': -0.005786985406866403, 'margin_per_char': -0.08234705471019504, 'total_prob': 7.480956685543374e-05, 'total_prob_per_token': 0.017137039510839735, 'total_prob_per_char': 1.0678105410033307, 'uncond_correct_prob': 1.9204530368091108e-07, 'uncond_correct_prob_per_token': 0.0012544050910583834, 'uncond_correct_prob_per_char': 0.22625690761315795, 'uncond_total_prob': 1.5621413960267858e-06, 'norm_correct_prob': 0.22663267425486988, 'norm_correct_prob_per_token': 0.2311117817980787, 'norm_correct_prob_per_char': 0.2466056649447096, 'primary_metric': 0.22794117647058823}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5772058823529411, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.4669117647058822, 'predicted_index_per_byte': 1.4669117647058822, 'predicted_index_uncond': 1.5477941176470589, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.22058823529411764, 'acc_per_char': 0.23897058823529413, 'acc_per_byte': 0.23897058823529413, 'acc_uncond': 0.22426470588235295, 'no_answer': 0.0, 'sum_logits_corr': -35.227592044016895, 'logits_per_token_corr': -6.4706413547328925, 'logits_per_char_corr': -1.3954215417376603, 'bits_per_byte_corr': 2.008197664451446, 'correct_prob': 1.5559429995857936e-06, 'correct_prob_per_token': 0.004449533710989777, 'correct_prob_per_char': 0.2873245381526497, 'margin': -4.5323702093944465e-05, 'margin_per_token': -0.00815753951755914, 'margin_per_char': -0.08740352444417014, 'total_prob': 4.968064835038738e-05, 'total_prob_per_token': 0.023445358111757453, 'total_prob_per_char': 1.1593170063742013, 'uncond_correct_prob': 9.699662142035578e-08, 'uncond_correct_prob_per_token': 0.0015574710191851129, 'uncond_correct_prob_per_char': 0.23569275888611216, 'uncond_total_prob': 5.817277088496344e-06, 'norm_correct_prob': 0.22228591068364648, 'norm_correct_prob_per_token': 0.2343118910806693, 'norm_correct_prob_per_char': 0.24690525692731213, 'primary_metric': 0.23161764705882354}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.5110294117647058, 'predicted_index_per_char': 1.4595588235294117, 'predicted_index_per_byte': 1.4595588235294117, 'predicted_index_uncond': 1.5808823529411764, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22426470588235295, 'acc_per_token': 0.21691176470588236, 'acc_per_char': 0.21691176470588236, 'acc_per_byte': 0.21691176470588236, 'acc_uncond': 0.19852941176470587, 'no_answer': 0.0, 'sum_logits_corr': -35.65650621933096, 'logits_per_token_corr': -6.561166806819883, 'logits_per_char_corr': -1.4145270628288462, 'bits_per_byte_corr': 2.03580030793642, 'correct_prob': 6.034623317054157e-07, 'correct_prob_per_token': 0.004040109759033365, 'correct_prob_per_char': 0.2820425844298996, 'margin': -3.626925560292945e-05, 'margin_per_token': -0.007936624666185403, 'margin_per_char': -0.08993714658599278, 'total_prob': 3.8604026393562335e-05, 'total_prob_per_token': 0.02186849004219639, 'total_prob_per_char': 1.1401874213388812, 'uncond_correct_prob': 2.96302980446945e-07, 'uncond_correct_prob_per_token': 0.001916776694185153, 'uncond_correct_prob_per_char': 0.24812307980139472, 'uncond_total_prob': 9.24947082671123e-06, 'norm_correct_prob': 0.22125878047031836, 'norm_correct_prob_per_token': 0.22957830331323348, 'norm_correct_prob_per_char': 0.24682403657320495, 'primary_metric': 0.22426470588235295}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5625, 'predicted_index_per_token': 1.5441176470588236, 'predicted_index_per_char': 1.4522058823529411, 'predicted_index_per_byte': 1.4522058823529411, 'predicted_index_uncond': 1.5735294117647058, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23897058823529413, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.2610294117647059, 'acc_uncond': 0.22058823529411764, 'no_answer': 0.0, 'sum_logits_corr': -36.21457275923561, 'logits_per_token_corr': -6.675884788832877, 'logits_per_char_corr': -1.4381932408388118, 'bits_per_byte_corr': 2.0697519090909853, 'correct_prob': 2.447589506300215e-06, 'correct_prob_per_token': 0.0037765274433033697, 'correct_prob_per_char': 0.2752364555131091, 'margin': -6.094609288541146e-05, 'margin_per_token': -0.006883566697688865, 'margin_per_char': -0.0810666389815575, 'total_prob': 6.975989849388051e-05, 'total_prob_per_token': 0.019242556050276097, 'total_prob_per_char': 1.1012024573500472, 'uncond_correct_prob': 2.917741174388833e-07, 'uncond_correct_prob_per_token': 0.0016706262890948177, 'uncond_correct_prob_per_char': 0.24121297099891023, 'uncond_total_prob': 1.6385370243349656e-06, 'norm_correct_prob': 0.23618947411881439, 'norm_correct_prob_per_token': 0.23900423314779745, 'norm_correct_prob_per_char': 0.2486618613251828, 'primary_metric': 0.23897058823529413}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.588235294117647, 'predicted_index_per_token': 1.5588235294117647, 'predicted_index_per_char': 1.4963235294117647, 'predicted_index_per_byte': 1.4963235294117647, 'predicted_index_uncond': 1.4485294117647058, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.21691176470588236, 'acc_per_char': 0.2426470588235294, 'acc_per_byte': 0.2426470588235294, 'acc_uncond': 0.21323529411764705, 'no_answer': 0.0, 'sum_logits_corr': -34.8899140533279, 'logits_per_token_corr': -6.397901880437996, 'logits_per_char_corr': -1.3824206179700653, 'bits_per_byte_corr': 1.9893634876099004, 'correct_prob': 1.7381780059619314e-06, 'correct_prob_per_token': 0.004560957996033982, 'correct_prob_per_char': 0.2906286636125046, 'margin': -4.368527205832694e-05, 'margin_per_token': -0.008506904323464681, 'margin_per_char': -0.08667445255266132, 'total_prob': 4.8377983334701725e-05, 'total_prob_per_token': 0.024254864431871772, 'total_prob_per_char': 1.1692231692593131, 'uncond_correct_prob': 1.1433611561445387e-07, 'uncond_correct_prob_per_token': 0.001608635723271532, 'uncond_correct_prob_per_char': 0.23903872894105865, 'uncond_total_prob': 6.641482135827338e-06, 'norm_correct_prob': 0.2276872358731605, 'norm_correct_prob_per_token': 0.2349042623093538, 'norm_correct_prob_per_char': 0.24776728336113868, 'primary_metric': 0.23161764705882354}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.5183823529411764, 'predicted_index_per_token': 1.5477941176470589, 'predicted_index_per_char': 1.4595588235294117, 'predicted_index_per_byte': 1.4595588235294117, 'predicted_index_uncond': 1.5220588235294117, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21691176470588236, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.22058823529411764, 'acc_per_byte': 0.22058823529411764, 'acc_uncond': 0.22426470588235295, 'no_answer': 0.0, 'sum_logits_corr': -35.25676754642935, 'logits_per_token_corr': -6.482403197894138, 'logits_per_char_corr': -1.3975116597818522, 'bits_per_byte_corr': 2.011365803404367, 'correct_prob': 1.5415848470945841e-06, 'correct_prob_per_token': 0.00444825360756778, 'correct_prob_per_char': 0.2865194124013184, 'margin': -4.582148095097379e-05, 'margin_per_token': -0.008745299461639338, 'margin_per_char': -0.09008610851040139, 'total_prob': 4.9662810511964456e-05, 'total_prob_per_token': 0.023902845167355496, 'total_prob_per_char': 1.160339586874078, 'uncond_correct_prob': 3.765716427436907e-07, 'uncond_correct_prob_per_token': 0.0020967584171477215, 'uncond_correct_prob_per_char': 0.25011293633907544, 'uncond_total_prob': 9.065434916558585e-06, 'norm_correct_prob': 0.2153096968336814, 'norm_correct_prob_per_token': 0.2281685207831804, 'norm_correct_prob_per_char': 0.24598024671586002, 'primary_metric': 0.21691176470588236}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.5661764705882353, 'predicted_index_per_token': 1.5441176470588236, 'predicted_index_per_char': 1.4338235294117647, 'predicted_index_per_byte': 1.4338235294117647, 'predicted_index_uncond': 1.5036764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.25, 'acc_per_token': 0.23897058823529413, 'acc_per_char': 0.24632352941176472, 'acc_per_byte': 0.24632352941176472, 'acc_uncond': 0.21691176470588236, 'no_answer': 0.0, 'sum_logits_corr': -36.363896033343146, 'logits_per_token_corr': -6.702519318521536, 'logits_per_char_corr': -1.4453005103499446, 'bits_per_byte_corr': 2.0798448027642893, 'correct_prob': 1.3069831828805716e-06, 'correct_prob_per_token': 0.003745257393691225, 'correct_prob_per_char': 0.27441149610491294, 'margin': -4.1590797510647514e-05, 'margin_per_token': -0.006733245652431702, 'margin_per_char': -0.08166948710381687, 'total_prob': 4.599173564281885e-05, 'total_prob_per_token': 0.01920677188480496, 'total_prob_per_char': 1.0996564766293704, 'uncond_correct_prob': 2.7437943182154673e-07, 'uncond_correct_prob_per_token': 0.0015880754531039135, 'uncond_correct_prob_per_char': 0.23764534501979687, 'uncond_total_prob': 2.2914805521194784e-06, 'norm_correct_prob': 0.23661941731067007, 'norm_correct_prob_per_token': 0.23747942975627745, 'norm_correct_prob_per_char': 0.24846291370233775, 'primary_metric': 0.25}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.599264705882353, 'predicted_index_per_token': 1.5294117647058822, 'predicted_index_per_char': 1.5073529411764706, 'predicted_index_per_byte': 1.5073529411764706, 'predicted_index_uncond': 1.474264705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23897058823529413, 'acc_per_token': 0.20955882352941177, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.21323529411764705, 'no_answer': 0.0, 'sum_logits_corr': -34.847522851298834, 'logits_per_token_corr': -6.403725128814567, 'logits_per_char_corr': -1.3844808005269484, 'bits_per_byte_corr': 1.9923563191769669, 'correct_prob': 1.7462705804414974e-06, 'correct_prob_per_token': 0.004602978823393833, 'correct_prob_per_char': 0.2906077201344569, 'margin': -3.7920628150964765e-05, 'margin_per_token': -0.008189946514923304, 'margin_per_char': -0.08737614123517998, 'total_prob': 4.235894301079791e-05, 'total_prob_per_token': 0.024172076779842715, 'total_prob_per_char': 1.1724871222324997, 'uncond_correct_prob': 1.3389079409812722e-07, 'uncond_correct_prob_per_token': 0.0016172272519504782, 'uncond_correct_prob_per_char': 0.23830877966794178, 'uncond_total_prob': 6.158297318473402e-06, 'norm_correct_prob': 0.229100915004833, 'norm_correct_prob_per_token': 0.2334176638197677, 'norm_correct_prob_per_char': 0.2468155606158857, 'primary_metric': 0.23897058823529413}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.4889705882352942, 'predicted_index_per_token': 1.5661764705882353, 'predicted_index_per_char': 1.474264705882353, 'predicted_index_per_byte': 1.474264705882353, 'predicted_index_uncond': 1.6029411764705883, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22794117647058823, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.2426470588235294, 'acc_per_byte': 0.2426470588235294, 'acc_uncond': 0.20588235294117646, 'no_answer': 0.0, 'sum_logits_corr': -35.100212290006525, 'logits_per_token_corr': -6.447222385203281, 'logits_per_char_corr': -1.3906570875150888, 'bits_per_byte_corr': 2.001408710361831, 'correct_prob': 1.2935675757609068e-06, 'correct_prob_per_token': 0.004503376659039459, 'correct_prob_per_char': 0.2879802030029038, 'margin': -2.987980038716663e-05, 'margin_per_token': -0.008134402273062146, 'margin_per_char': -0.0881392667540202, 'total_prob': 3.344171196807862e-05, 'total_prob_per_token': 0.023505388217026236, 'total_prob_per_char': 1.16263404175783, 'uncond_correct_prob': 4.461392710759068e-07, 'uncond_correct_prob_per_token': 0.002059579788142827, 'uncond_correct_prob_per_char': 0.249724437906123, 'uncond_total_prob': 8.908163501882975e-06, 'norm_correct_prob': 0.21372960273978717, 'norm_correct_prob_per_token': 0.2291435086286672, 'norm_correct_prob_per_char': 0.2468159076079956, 'primary_metric': 0.22794117647058823}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.5036764705882353, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.411764705882353, 'predicted_index_per_byte': 1.411764705882353, 'predicted_index_uncond': 1.5220588235294117, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23897058823529413, 'acc_per_token': 0.21691176470588236, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.23161764705882354, 'no_answer': 0.0, 'sum_logits_corr': -35.923811982659736, 'logits_per_token_corr': -6.624946440909239, 'logits_per_char_corr': -1.4288139959202313, 'bits_per_byte_corr': 2.0561782949682117, 'correct_prob': 1.436170805629087e-06, 'correct_prob_per_token': 0.003930942559713254, 'correct_prob_per_char': 0.27811292758308154, 'margin': -4.252283101400015e-05, 'margin_per_token': -0.0067417753995304254, 'margin_per_char': -0.0823168008932458, 'total_prob': 4.6857314688615304e-05, 'total_prob_per_token': 0.019679687853139973, 'total_prob_per_char': 1.1146270213528156, 'uncond_correct_prob': 3.007077133658524e-07, 'uncond_correct_prob_per_token': 0.0017948340165529894, 'uncond_correct_prob_per_char': 0.24448403390310075, 'uncond_total_prob': 2.403786702174212e-06, 'norm_correct_prob': 0.23548874563177696, 'norm_correct_prob_per_token': 0.2359976142253516, 'norm_correct_prob_per_char': 0.24830064344316927, 'primary_metric': 0.23897058823529413}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.599264705882353, 'predicted_index_per_token': 1.5220588235294117, 'predicted_index_per_char': 1.5110294117647058, 'predicted_index_per_byte': 1.5110294117647058, 'predicted_index_uncond': 1.4816176470588236, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.2426470588235294, 'acc_per_token': 0.20588235294117646, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.2610294117647059, 'acc_uncond': 0.21691176470588236, 'no_answer': 0.0, 'sum_logits_corr': -34.73584989940419, 'logits_per_token_corr': -6.381859842200463, 'logits_per_char_corr': -1.3790254034886, 'bits_per_byte_corr': 1.984496242535955, 'correct_prob': 1.7427868730727224e-06, 'correct_prob_per_token': 0.004626662999184756, 'correct_prob_per_char': 0.29150342197126755, 'margin': -3.7161620229322076e-05, 'margin_per_token': -0.008362680790251485, 'margin_per_char': -0.08828864999466844, 'total_prob': 4.164812106313257e-05, 'total_prob_per_token': 0.024516029352440738, 'total_prob_per_char': 1.1781909895758365, 'uncond_correct_prob': 1.3652762916178347e-07, 'uncond_correct_prob_per_token': 0.0016021032982088703, 'uncond_correct_prob_per_char': 0.2379897953082935, 'uncond_total_prob': 6.411975713101996e-06, 'norm_correct_prob': 0.22739955489881997, 'norm_correct_prob_per_token': 0.23220736427941524, 'norm_correct_prob_per_char': 0.24641146860276006, 'primary_metric': 0.2426470588235294}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5073529411764706, 'predicted_index_per_token': 1.5477941176470589, 'predicted_index_per_char': 1.4889705882352942, 'predicted_index_per_byte': 1.4889705882352942, 'predicted_index_uncond': 1.5955882352941178, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.20220588235294118, 'no_answer': 0.0, 'sum_logits_corr': -35.03868917857899, 'logits_per_token_corr': -6.436508442611236, 'logits_per_char_corr': -1.3883293529929879, 'bits_per_byte_corr': 1.9980343830841165, 'correct_prob': 1.3239631433138282e-06, 'correct_prob_per_token': 0.004581942066780504, 'correct_prob_per_char': 0.2886177602422049, 'margin': -3.395489914236528e-05, 'margin_per_token': -0.008113753387162881, 'margin_per_char': -0.08759184371637947, 'total_prob': 3.767273979970822e-05, 'total_prob_per_token': 0.023685579479989272, 'total_prob_per_char': 1.1644291172394692, 'uncond_correct_prob': 3.743623709936714e-07, 'uncond_correct_prob_per_token': 0.002082076422593596, 'uncond_correct_prob_per_char': 0.25037952304765176, 'uncond_total_prob': 8.82024679777202e-06, 'norm_correct_prob': 0.2136882359386778, 'norm_correct_prob_per_token': 0.22893853247455093, 'norm_correct_prob_per_char': 0.24692588810540142, 'primary_metric': 0.23161764705882354}
|
10M
|
DCLM-Baseline
|
mmlu_professional_medicine
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5220588235294117, 'predicted_index_per_token': 1.4926470588235294, 'predicted_index_per_char': 1.411764705882353, 'predicted_index_per_byte': 1.411764705882353, 'predicted_index_uncond': 1.536764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.20955882352941177, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.21691176470588236, 'no_answer': 0.0, 'sum_logits_corr': -35.9507452249527, 'logits_per_token_corr': -6.627457900716288, 'logits_per_char_corr': -1.4288124944305662, 'bits_per_byte_corr': 2.0561811848437315, 'correct_prob': 1.3934138559320408e-06, 'correct_prob_per_token': 0.003923239578903816, 'correct_prob_per_char': 0.2779332806740955, 'margin': -4.1213176059603955e-05, 'margin_per_token': -0.006564793820705996, 'margin_per_char': -0.0821416468122291, 'total_prob': 4.569375599202769e-05, 'total_prob_per_token': 0.019496927969526734, 'total_prob_per_char': 1.1143217731667907, 'uncond_correct_prob': 2.648285828867899e-07, 'uncond_correct_prob_per_token': 0.0017297808242782032, 'uncond_correct_prob_per_char': 0.2421491120859691, 'uncond_total_prob': 2.4836890962541885e-06, 'norm_correct_prob': 0.23414959745106592, 'norm_correct_prob_per_token': 0.23578256976096099, 'norm_correct_prob_per_char': 0.24826291547849214, 'primary_metric': 0.23529411764705882}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4509803921568627, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.5588235294117647, 'predicted_index_per_byte': 1.5588235294117647, 'predicted_index_uncond': 1.5849673202614378, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2107843137254902, 'acc_per_token': 0.22875816993464052, 'acc_per_char': 0.23039215686274508, 'acc_per_byte': 0.23039215686274508, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -95.2016558600407, 'logits_per_token_corr': -10.864964010563583, 'logits_per_char_corr': -2.0225179263438364, 'bits_per_byte_corr': 2.9002609101517884, 'correct_prob': 1.1079364850688573e-06, 'correct_prob_per_token': 1.9262508415999767e-05, 'correct_prob_per_char': 0.15642133256212354, 'margin': -1.2121753980578487e-06, 'margin_per_token': -1.7353232864079428e-06, 'margin_per_char': -0.04883658035660685, 'total_prob': 4.529975844506835e-06, 'total_prob_per_token': 7.717809132405872e-05, 'total_prob_per_char': 0.626983461706901, 'uncond_correct_prob': 1.1206925471193153e-06, 'uncond_correct_prob_per_token': 1.8995777508486583e-05, 'uncond_correct_prob_per_char': 0.15611344626019494, 'uncond_total_prob': 4.362291652776971e-06, 'norm_correct_prob': 0.21864489189880246, 'norm_correct_prob_per_token': 0.24956681653517393, 'norm_correct_prob_per_char': 0.2497954671259485, 'primary_metric': 0.2107843137254902}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4689542483660132, 'predicted_index_per_token': 1.4787581699346406, 'predicted_index_per_char': 1.5392156862745099, 'predicted_index_per_byte': 1.5375816993464053, 'predicted_index_uncond': 1.5016339869281046, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.21241830065359477, 'acc_per_token': 0.26143790849673204, 'acc_per_char': 0.23529411764705882, 'acc_per_byte': 0.23529411764705882, 'acc_uncond': 0.27450980392156865, 'no_answer': 0.0, 'sum_logits_corr': -94.84337099549037, 'logits_per_token_corr': -10.82316796683484, 'logits_per_char_corr': -2.0141152933023854, 'bits_per_byte_corr': 2.8881044883213676, 'correct_prob': 1.1031340957824822e-06, 'correct_prob_per_token': 2.008122934626734e-05, 'correct_prob_per_char': 0.15743839387977, 'margin': -9.9824148406081e-07, 'margin_per_token': -1.5987245517828171e-06, 'margin_per_char': -0.04878111071872193, 'total_prob': 4.301667652601589e-06, 'total_prob_per_token': 8.01954539876851e-05, 'total_prob_per_char': 0.6305821095057518, 'uncond_correct_prob': 1.0536501958040234e-06, 'uncond_correct_prob_per_token': 1.9620118846470095e-05, 'uncond_correct_prob_per_char': 0.15683029701211076, 'uncond_total_prob': 4.347761811544514e-06, 'norm_correct_prob': 0.22003181027017701, 'norm_correct_prob_per_token': 0.2504670998118793, 'norm_correct_prob_per_char': 0.24987309293812865, 'primary_metric': 0.21241830065359477}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4558823529411764, 'predicted_index_per_token': 1.5620915032679739, 'predicted_index_per_char': 1.5473856209150327, 'predicted_index_per_byte': 1.5473856209150327, 'predicted_index_uncond': 1.5277777777777777, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.20751633986928106, 'acc_per_token': 0.23039215686274508, 'acc_per_char': 0.23366013071895425, 'acc_per_byte': 0.23366013071895425, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -95.31481668528389, 'logits_per_token_corr': -10.868645439059813, 'logits_per_char_corr': -2.0222744190488164, 'bits_per_byte_corr': 2.899874737858666, 'correct_prob': 1.0526052548073332e-06, 'correct_prob_per_token': 1.916289374638989e-05, 'correct_prob_per_char': 0.15624957040880955, 'margin': -1.2173107669445278e-06, 'margin_per_token': -1.8306262231589015e-06, 'margin_per_char': -0.04904192053510727, 'total_prob': 4.3927373250095826e-06, 'total_prob_per_token': 7.718811682409359e-05, 'total_prob_per_char': 0.6267911776756313, 'uncond_correct_prob': 1.080143519425796e-06, 'uncond_correct_prob_per_token': 1.97145349806288e-05, 'uncond_correct_prob_per_char': 0.15697055348890784, 'uncond_total_prob': 4.145180327586757e-06, 'norm_correct_prob': 0.21910087902833486, 'norm_correct_prob_per_token': 0.24838363358394946, 'norm_correct_prob_per_char': 0.2494965724844768, 'primary_metric': 0.20751633986928106}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.4493464052287581, 'predicted_index_per_token': 1.5326797385620916, 'predicted_index_per_char': 1.5620915032679739, 'predicted_index_per_byte': 1.5604575163398693, 'predicted_index_uncond': 1.4934640522875817, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.25980392156862747, 'acc_per_token': 0.27124183006535946, 'acc_per_char': 0.31699346405228757, 'acc_per_byte': 0.31862745098039214, 'acc_uncond': 0.2679738562091503, 'no_answer': 0.0, 'sum_logits_corr': -48.87752313473646, 'logits_per_token_corr': -6.4745393637551905, 'logits_per_char_corr': -1.1775733786984846, 'bits_per_byte_corr': 1.6893359847288718, 'correct_prob': 5.137044103301184e-06, 'correct_prob_per_token': 0.004718377185332911, 'correct_prob_per_char': 0.3385116338936024, 'margin': -6.998094942161707e-07, 'margin_per_token': -0.002871484072640818, 'margin_per_char': -0.05259358535651449, 'total_prob': 1.4363731802221768e-05, 'total_prob_per_token': 0.017800182396077262, 'total_prob_per_char': 1.3293252790667947, 'uncond_correct_prob': 1.403038697127585e-06, 'uncond_correct_prob_per_token': 0.003389907105651245, 'uncond_correct_prob_per_char': 0.3158927472058282, 'uncond_total_prob': 6.1501193984212905e-06, 'norm_correct_prob': 0.25471457602368575, 'norm_correct_prob_per_token': 0.26357599705491547, 'norm_correct_prob_per_char': 0.2548366857847761, 'primary_metric': 0.25980392156862747}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.4754901960784315, 'predicted_index_per_token': 1.5179738562091503, 'predicted_index_per_char': 1.5702614379084967, 'predicted_index_per_byte': 1.5604575163398693, 'predicted_index_uncond': 1.5522875816993464, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2630718954248366, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.27941176470588236, 'acc_per_byte': 0.28104575163398693, 'acc_uncond': 0.2581699346405229, 'no_answer': 0.0, 'sum_logits_corr': -48.725214823398716, 'logits_per_token_corr': -6.441553426767639, 'logits_per_char_corr': -1.1666298238642505, 'bits_per_byte_corr': 1.673710518612927, 'correct_prob': 8.135051396861802e-06, 'correct_prob_per_token': 0.0049090541810882056, 'correct_prob_per_char': 0.3398881748685479, 'margin': -3.0439051243741147e-06, 'margin_per_token': -0.0033998620356829575, 'margin_per_char': -0.05235865802536605, 'total_prob': 2.4826434959665584e-05, 'total_prob_per_token': 0.01919411469025458, 'total_prob_per_char': 1.3361864460779342, 'uncond_correct_prob': 1.8895684556529395e-06, 'uncond_correct_prob_per_token': 0.0026987497851168876, 'uncond_correct_prob_per_char': 0.3033996745782339, 'uncond_total_prob': 6.884531451960476e-06, 'norm_correct_prob': 0.25747693163800234, 'norm_correct_prob_per_token': 0.2620561369930969, 'norm_correct_prob_per_char': 0.2554124772414064, 'primary_metric': 0.2630718954248366}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.5245098039215685, 'predicted_index_per_token': 1.5245098039215685, 'predicted_index_per_char': 1.6094771241830066, 'predicted_index_per_byte': 1.6094771241830066, 'predicted_index_uncond': 1.488562091503268, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.25, 'acc_per_token': 0.26633986928104575, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.28921568627450983, 'acc_uncond': 0.25326797385620914, 'no_answer': 0.0, 'sum_logits_corr': -49.928820404351924, 'logits_per_token_corr': -6.747355109307903, 'logits_per_char_corr': -1.2185518376494577, 'bits_per_byte_corr': 1.7485536049272181, 'correct_prob': 1.786589433266343e-06, 'correct_prob_per_token': 0.004310187707525962, 'correct_prob_per_char': 0.32630092111092474, 'margin': -6.181641531705797e-07, 'margin_per_token': -0.002822760076911196, 'margin_per_char': -0.051301539956822476, 'total_prob': 4.833683023170547e-06, 'total_prob_per_token': 0.01655820871537081, 'total_prob_per_char': 1.2829986628043717, 'uncond_correct_prob': 1.4309664051067208e-06, 'uncond_correct_prob_per_token': 0.0029011994410629185, 'uncond_correct_prob_per_char': 0.30799032476295635, 'uncond_total_prob': 6.232654258749384e-06, 'norm_correct_prob': 0.25277325509227716, 'norm_correct_prob_per_token': 0.26230200644851054, 'norm_correct_prob_per_char': 0.2552251531141742, 'primary_metric': 0.25}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.457516339869281, 'predicted_index_per_token': 1.5326797385620916, 'predicted_index_per_char': 1.5686274509803921, 'predicted_index_per_byte': 1.5669934640522876, 'predicted_index_uncond': 1.5212418300653594, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2630718954248366, 'acc_per_token': 0.2630718954248366, 'acc_per_char': 0.2908496732026144, 'acc_per_byte': 0.28921568627450983, 'acc_uncond': 0.272875816993464, 'no_answer': 0.0, 'sum_logits_corr': -47.54416147789924, 'logits_per_token_corr': -6.327341692675473, 'logits_per_char_corr': -1.1518538114930148, 'bits_per_byte_corr': 1.6522252644661346, 'correct_prob': 1.1036687551286481e-05, 'correct_prob_per_token': 0.005713248118968391, 'correct_prob_per_char': 0.34790917930065846, 'margin': 3.4408720715755788e-06, 'margin_per_token': -0.003546719449152862, 'margin_per_char': -0.052836574537141655, 'total_prob': 2.0933342163999355e-05, 'total_prob_per_token': 0.02166027072529326, 'total_prob_per_char': 1.3652907949015856, 'uncond_correct_prob': 1.2523402865528841e-06, 'uncond_correct_prob_per_token': 0.003570896955525353, 'uncond_correct_prob_per_char': 0.32132848597188035, 'uncond_total_prob': 6.721032088309975e-06, 'norm_correct_prob': 0.26038233939746985, 'norm_correct_prob_per_token': 0.2645094947376323, 'norm_correct_prob_per_char': 0.255917188869036, 'primary_metric': 0.2630718954248366}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.4869281045751634, 'predicted_index_per_token': 1.5245098039215685, 'predicted_index_per_char': 1.5702614379084967, 'predicted_index_per_byte': 1.5669934640522876, 'predicted_index_uncond': 1.4967320261437909, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.24019607843137256, 'acc_per_token': 0.2434640522875817, 'acc_per_char': 0.2826797385620915, 'acc_per_byte': 0.2826797385620915, 'acc_uncond': 0.26633986928104575, 'no_answer': 0.0, 'sum_logits_corr': -48.32674072380939, 'logits_per_token_corr': -6.503374439529666, 'logits_per_char_corr': -1.1757986081984277, 'bits_per_byte_corr': 1.6870523357317155, 'correct_prob': 4.32416705377394e-06, 'correct_prob_per_token': 0.005023731611823311, 'correct_prob_per_char': 0.3385414943270011, 'margin': -1.8800057178845199e-07, 'margin_per_token': -0.003294164645845818, 'margin_per_char': -0.052538554756422655, 'total_prob': 1.0571147779594252e-05, 'total_prob_per_token': 0.01938028022554573, 'total_prob_per_char': 1.3328746076961124, 'uncond_correct_prob': 2.6131827107253537e-06, 'uncond_correct_prob_per_token': 0.0035824763561712494, 'uncond_correct_prob_per_char': 0.32133434701283226, 'uncond_total_prob': 1.288124579301609e-05, 'norm_correct_prob': 0.2376972101917507, 'norm_correct_prob_per_token': 0.2566199169945967, 'norm_correct_prob_per_char': 0.2550869803081055, 'primary_metric': 0.24019607843137256}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.473856209150327, 'predicted_index_per_token': 1.4967320261437909, 'predicted_index_per_char': 1.5147058823529411, 'predicted_index_per_byte': 1.5212418300653594, 'predicted_index_uncond': 1.565359477124183, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2434640522875817, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.27941176470588236, 'acc_per_byte': 0.28431372549019607, 'acc_uncond': 0.25980392156862747, 'no_answer': 0.0, 'sum_logits_corr': -47.844362399157355, 'logits_per_token_corr': -6.433888779931599, 'logits_per_char_corr': -1.165843623911549, 'bits_per_byte_corr': 1.67240406121061, 'correct_prob': 3.6900889009881203e-06, 'correct_prob_per_token': 0.0053678560905564285, 'correct_prob_per_char': 0.34222728963419213, 'margin': -3.153230889234345e-06, 'margin_per_token': -0.0034515791868282393, 'margin_per_char': -0.05331727817829165, 'total_prob': 1.1967030409841851e-05, 'total_prob_per_token': 0.020531339022173897, 'total_prob_per_char': 1.3483938770900017, 'uncond_correct_prob': 1.6506009102343484e-06, 'uncond_correct_prob_per_token': 0.002960548261174111, 'uncond_correct_prob_per_char': 0.3068202971856402, 'uncond_total_prob': 3.992825479143564e-06, 'norm_correct_prob': 0.24745901603795675, 'norm_correct_prob_per_token': 0.25635353816628764, 'norm_correct_prob_per_char': 0.25391131131850814, 'primary_metric': 0.2434640522875817}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.473856209150327, 'predicted_index_per_token': 1.5588235294117647, 'predicted_index_per_char': 1.5718954248366013, 'predicted_index_per_byte': 1.5686274509803921, 'predicted_index_uncond': 1.5702614379084967, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2630718954248366, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.28921568627450983, 'acc_uncond': 0.2761437908496732, 'no_answer': 0.0, 'sum_logits_corr': -47.10716805271074, 'logits_per_token_corr': -6.2462232203153984, 'logits_per_char_corr': -1.1302776249569524, 'bits_per_byte_corr': 1.6216290611979596, 'correct_prob': 5.673256509245869e-06, 'correct_prob_per_token': 0.006028915234900622, 'correct_prob_per_char': 0.3521495916020468, 'margin': -4.056717313011113e-06, 'margin_per_token': -0.0036261686490430068, 'margin_per_char': -0.05213660485056148, 'total_prob': 1.9419183961727733e-05, 'total_prob_per_token': 0.022617623057667263, 'total_prob_per_char': 1.3807210793343376, 'uncond_correct_prob': 1.930324729765131e-06, 'uncond_correct_prob_per_token': 0.003701479115183459, 'uncond_correct_prob_per_char': 0.3210901401944052, 'uncond_total_prob': 1.0018960537698062e-05, 'norm_correct_prob': 0.26192193845699097, 'norm_correct_prob_per_token': 0.265851341430647, 'norm_correct_prob_per_char': 0.2554902101974287, 'primary_metric': 0.2630718954248366}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.4379084967320261, 'predicted_index_per_token': 1.5147058823529411, 'predicted_index_per_char': 1.5980392156862746, 'predicted_index_per_byte': 1.5931372549019607, 'predicted_index_uncond': 1.5375816993464053, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.24673202614379086, 'acc_per_token': 0.24509803921568626, 'acc_per_char': 0.27941176470588236, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.2434640522875817, 'no_answer': 0.0, 'sum_logits_corr': -47.368118223801154, 'logits_per_token_corr': -6.339417957700551, 'logits_per_char_corr': -1.1491132493070335, 'bits_per_byte_corr': 1.6484314862371645, 'correct_prob': 9.642812434926232e-06, 'correct_prob_per_token': 0.005871506007779598, 'correct_prob_per_char': 0.3479126995565189, 'margin': 2.78415525889034e-06, 'margin_per_token': -0.0036859695358935915, 'margin_per_char': -0.05329213986617918, 'total_prob': 1.874136827340415e-05, 'total_prob_per_token': 0.022454861053176265, 'total_prob_per_char': 1.3686224610306257, 'uncond_correct_prob': 3.681749063111952e-06, 'uncond_correct_prob_per_token': 0.0036993752771171838, 'uncond_correct_prob_per_char': 0.3244768427818749, 'uncond_total_prob': 1.5567327233612815e-05, 'norm_correct_prob': 0.24895093373637753, 'norm_correct_prob_per_token': 0.2591722369042696, 'norm_correct_prob_per_char': 0.25424076038662485, 'primary_metric': 0.24673202614379086}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.4673202614379084, 'predicted_index_per_token': 1.4967320261437909, 'predicted_index_per_char': 1.5441176470588236, 'predicted_index_per_byte': 1.5375816993464053, 'predicted_index_uncond': 1.5147058823529411, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2565359477124183, 'acc_per_token': 0.2647058823529412, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.28921568627450983, 'acc_uncond': 0.2630718954248366, 'no_answer': 0.0, 'sum_logits_corr': -47.09391761293598, 'logits_per_token_corr': -6.364994878806345, 'logits_per_char_corr': -1.1525744359465222, 'bits_per_byte_corr': 1.6536708053658389, 'correct_prob': 4.731778332132597e-06, 'correct_prob_per_token': 0.005880131994542209, 'correct_prob_per_char': 0.3476660701941305, 'margin': -5.311205768092961e-07, 'margin_per_token': -0.003718916302856099, 'margin_per_char': -0.05398602895093683, 'total_prob': 1.2055885788274895e-05, 'total_prob_per_token': 0.022348278180622485, 'total_prob_per_char': 1.366300148197419, 'uncond_correct_prob': 4.728256480664615e-06, 'uncond_correct_prob_per_token': 0.003466710481633092, 'uncond_correct_prob_per_char': 0.31735893170435125, 'uncond_total_prob': 1.2158675030233992e-05, 'norm_correct_prob': 0.25491529476201424, 'norm_correct_prob_per_token': 0.26135968054404807, 'norm_correct_prob_per_char': 0.2548226088082998, 'primary_metric': 0.2565359477124183}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5065359477124183, 'predicted_index_per_token': 1.5441176470588236, 'predicted_index_per_char': 1.5392156862745099, 'predicted_index_per_byte': 1.5310457516339868, 'predicted_index_uncond': 1.5980392156862746, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2565359477124183, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.28921568627450983, 'acc_per_byte': 0.29411764705882354, 'acc_uncond': 0.24019607843137256, 'no_answer': 0.0, 'sum_logits_corr': -46.428500548686856, 'logits_per_token_corr': -6.178825692189884, 'logits_per_char_corr': -1.1187606083504131, 'bits_per_byte_corr': 1.6047862777045687, 'correct_prob': 1.1689060799408745e-05, 'correct_prob_per_token': 0.006503624533102468, 'correct_prob_per_char': 0.35588412739337566, 'margin': -6.416218999475002e-06, 'margin_per_token': -0.004197709783439717, 'margin_per_char': -0.054094367913990214, 'total_prob': 3.330934883320579e-05, 'total_prob_per_token': 0.02497464593984803, 'total_prob_per_char': 1.3985887672116217, 'uncond_correct_prob': 1.5668385152878602e-06, 'uncond_correct_prob_per_token': 0.003717729135865641, 'uncond_correct_prob_per_char': 0.32039854385388133, 'uncond_total_prob': 1.3737559843796604e-05, 'norm_correct_prob': 0.25532074975339375, 'norm_correct_prob_per_token': 0.26294193666805027, 'norm_correct_prob_per_char': 0.25522205447935553, 'primary_metric': 0.2565359477124183}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.4705882352941178, 'predicted_index_per_token': 1.542483660130719, 'predicted_index_per_char': 1.5473856209150327, 'predicted_index_per_byte': 1.553921568627451, 'predicted_index_uncond': 1.4918300653594772, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2565359477124183, 'acc_per_token': 0.25980392156862747, 'acc_per_char': 0.2826797385620915, 'acc_per_byte': 0.2826797385620915, 'acc_uncond': 0.23202614379084968, 'no_answer': 0.0, 'sum_logits_corr': -46.32892039866229, 'logits_per_token_corr': -6.16028518585549, 'logits_per_char_corr': -1.1238554626424155, 'bits_per_byte_corr': 1.6122642663908664, 'correct_prob': 1.803825832379487e-05, 'correct_prob_per_token': 0.006373364193645813, 'correct_prob_per_char': 0.3572471335323936, 'margin': 2.0302201645380723e-07, 'margin_per_token': -0.004189899908909667, 'margin_per_char': -0.05685067528862858, 'total_prob': 3.803940312343575e-05, 'total_prob_per_token': 0.024659642086388878, 'total_prob_per_char': 1.408878196808643, 'uncond_correct_prob': 3.2584631478935237e-06, 'uncond_correct_prob_per_token': 0.0036083235206077853, 'uncond_correct_prob_per_char': 0.31993758155578883, 'uncond_total_prob': 1.4083261905978197e-05, 'norm_correct_prob': 0.248510645824327, 'norm_correct_prob_per_token': 0.2549925330540519, 'norm_correct_prob_per_char': 0.25328278373520974, 'primary_metric': 0.2565359477124183}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.4950980392156863, 'predicted_index_per_token': 1.5147058823529411, 'predicted_index_per_char': 1.5522875816993464, 'predicted_index_per_byte': 1.5473856209150327, 'predicted_index_uncond': 1.6519607843137254, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2565359477124183, 'acc_per_token': 0.2696078431372549, 'acc_per_char': 0.27941176470588236, 'acc_per_byte': 0.28104575163398693, 'acc_uncond': 0.2549019607843137, 'no_answer': 0.0, 'sum_logits_corr': -46.3738798160179, 'logits_per_token_corr': -6.255985711988163, 'logits_per_char_corr': -1.1299804981834798, 'bits_per_byte_corr': 1.6210189524399692, 'correct_prob': 1.2422898878061369e-05, 'correct_prob_per_token': 0.006316043798289551, 'correct_prob_per_char': 0.3534031022086781, 'margin': 5.4724942359396595e-06, 'margin_per_token': -0.004172992906333213, 'margin_per_char': -0.0529749073891922, 'total_prob': 2.1680946862048768e-05, 'total_prob_per_token': 0.02431079283501286, 'total_prob_per_char': 1.3899106549308424, 'uncond_correct_prob': 2.354314928435148e-06, 'uncond_correct_prob_per_token': 0.003715512925782108, 'uncond_correct_prob_per_char': 0.3206148370621339, 'uncond_total_prob': 7.3392851347292935e-06, 'norm_correct_prob': 0.2515925963366867, 'norm_correct_prob_per_token': 0.2672872142735566, 'norm_correct_prob_per_char': 0.2555988679082707, 'primary_metric': 0.2565359477124183}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.5212418300653594, 'predicted_index_per_token': 1.526143790849673, 'predicted_index_per_char': 1.5473856209150327, 'predicted_index_per_byte': 1.5522875816993464, 'predicted_index_uncond': 1.607843137254902, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.28594771241830064, 'acc_per_byte': 0.2875816993464052, 'acc_uncond': 0.24019607843137256, 'no_answer': 0.0, 'sum_logits_corr': -45.799102649969214, 'logits_per_token_corr': -6.151627008715385, 'logits_per_char_corr': -1.1127397312517608, 'bits_per_byte_corr': 1.5960376436888208, 'correct_prob': 6.954601967311529e-06, 'correct_prob_per_token': 0.00704351930167182, 'correct_prob_per_char': 0.35893043544863346, 'margin': -8.368620674786674e-06, 'margin_per_token': -0.004589227636458555, 'margin_per_char': -0.052843939461769546, 'total_prob': 2.5405358447696033e-05, 'total_prob_per_token': 0.02701101840145715, 'total_prob_per_char': 1.4113746087048495, 'uncond_correct_prob': 2.901224429315417e-06, 'uncond_correct_prob_per_token': 0.003481781701472476, 'uncond_correct_prob_per_char': 0.31281911260638723, 'uncond_total_prob': 3.548126606422248e-05, 'norm_correct_prob': 0.259864479694702, 'norm_correct_prob_per_token': 0.2597663339340878, 'norm_correct_prob_per_char': 0.25466980143216217, 'primary_metric': 0.2679738562091503}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.5065359477124183, 'predicted_index_per_token': 1.5457516339869282, 'predicted_index_per_char': 1.5718954248366013, 'predicted_index_per_byte': 1.5686274509803921, 'predicted_index_uncond': 1.5179738562091503, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.25, 'acc_per_token': 0.25163398692810457, 'acc_per_char': 0.27124183006535946, 'acc_per_byte': 0.272875816993464, 'acc_uncond': 0.27124183006535946, 'no_answer': 0.0, 'sum_logits_corr': -45.354257684907104, 'logits_per_token_corr': -6.033496334255567, 'logits_per_char_corr': -1.0988774026651635, 'bits_per_byte_corr': 1.5763435647134758, 'correct_prob': 2.3060109221102e-05, 'correct_prob_per_token': 0.007039969444179344, 'correct_prob_per_char': 0.36439811904955566, 'margin': 1.2792371931819633e-05, 'margin_per_token': -0.004303849775054442, 'margin_per_char': -0.05299615729879896, 'total_prob': 3.66860795133761e-05, 'total_prob_per_token': 0.026813239214119922, 'total_prob_per_char': 1.4319510772184112, 'uncond_correct_prob': 3.3740601353037155e-06, 'uncond_correct_prob_per_token': 0.003951541383463097, 'uncond_correct_prob_per_char': 0.3256454388446179, 'uncond_total_prob': 1.8510221135716723e-05, 'norm_correct_prob': 0.2486197473386473, 'norm_correct_prob_per_token': 0.26099652894438874, 'norm_correct_prob_per_char': 0.2551670515197972, 'primary_metric': 0.25}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.4673202614379084, 'predicted_index_per_token': 1.5098039215686274, 'predicted_index_per_char': 1.588235294117647, 'predicted_index_per_byte': 1.576797385620915, 'predicted_index_uncond': 1.6209150326797386, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.24673202614379086, 'acc_per_token': 0.2647058823529412, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.28104575163398693, 'acc_uncond': 0.24509803921568626, 'no_answer': 0.0, 'sum_logits_corr': -46.55692668288362, 'logits_per_token_corr': -6.310317843078485, 'logits_per_char_corr': -1.1365386932583912, 'bits_per_byte_corr': 1.6305033350194975, 'correct_prob': 8.566208593172168e-06, 'correct_prob_per_token': 0.006449511575107102, 'correct_prob_per_char': 0.35030097719594977, 'margin': -1.730770411719699e-05, 'margin_per_token': -0.004125533717922978, 'margin_per_char': -0.0551996802147117, 'total_prob': 3.770217646937149e-05, 'total_prob_per_token': 0.024473484152142806, 'total_prob_per_char': 1.3815464311180754, 'uncond_correct_prob': 4.753226002473389e-06, 'uncond_correct_prob_per_token': 0.004113398316702582, 'uncond_correct_prob_per_char': 0.3314708055965055, 'uncond_total_prob': 1.2060406128351394e-05, 'norm_correct_prob': 0.24775600512274654, 'norm_correct_prob_per_token': 0.2599818233206573, 'norm_correct_prob_per_char': 0.25463952407589346, 'primary_metric': 0.24673202614379086}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.477124183006536, 'predicted_index_per_token': 1.5490196078431373, 'predicted_index_per_char': 1.5751633986928104, 'predicted_index_per_byte': 1.5718954248366013, 'predicted_index_uncond': 1.5212418300653594, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2647058823529412, 'acc_per_token': 0.2630718954248366, 'acc_per_char': 0.28431372549019607, 'acc_per_byte': 0.28431372549019607, 'acc_uncond': 0.27450980392156865, 'no_answer': 0.0, 'sum_logits_corr': -44.98773003481572, 'logits_per_token_corr': -6.034504644199471, 'logits_per_char_corr': -1.0923848843989536, 'bits_per_byte_corr': 1.5670504151457287, 'correct_prob': 1.9995346960748917e-05, 'correct_prob_per_token': 0.00759725067177247, 'correct_prob_per_char': 0.36529714684821624, 'margin': 5.918501093875564e-06, 'margin_per_token': -0.004439244761175944, 'margin_per_char': -0.052052873745781915, 'total_prob': 3.971065349443284e-05, 'total_prob_per_token': 0.028476148235035564, 'total_prob_per_char': 1.432679317629225, 'uncond_correct_prob': 2.376971272776878e-06, 'uncond_correct_prob_per_token': 0.0035689367824959027, 'uncond_correct_prob_per_char': 0.31470695926666853, 'uncond_total_prob': 2.3154487964140085e-05, 'norm_correct_prob': 0.2618008695518721, 'norm_correct_prob_per_token': 0.26521889164551105, 'norm_correct_prob_per_char': 0.2554520766874155, 'primary_metric': 0.2647058823529412}
|
10M
|
DCLM-Baseline
|
mmlu_professional_psychology
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.4803921568627452, 'predicted_index_per_token': 1.5490196078431373, 'predicted_index_per_char': 1.588235294117647, 'predicted_index_per_byte': 1.59640522875817, 'predicted_index_uncond': 1.5718954248366013, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.2761437908496732, 'acc_per_char': 0.2973856209150327, 'acc_per_byte': 0.2973856209150327, 'acc_uncond': 0.26633986928104575, 'no_answer': 0.0, 'sum_logits_corr': -45.3117082765679, 'logits_per_token_corr': -6.054077261338982, 'logits_per_char_corr': -1.09658141357193, 'bits_per_byte_corr': 1.573164890392678, 'correct_prob': 2.459685978806245e-05, 'correct_prob_per_token': 0.0071700516855535395, 'correct_prob_per_char': 0.36383039875022405, 'margin': 7.80573010864673e-06, 'margin_per_token': -0.004453304546127614, 'margin_per_char': -0.0514053229437081, 'total_prob': 4.3564954281526695e-05, 'total_prob_per_token': 0.02750080368986705, 'total_prob_per_char': 1.427590568414102, 'uncond_correct_prob': 2.5443766656066718e-06, 'uncond_correct_prob_per_token': 0.003951924992897735, 'uncond_correct_prob_per_char': 0.3238086868574483, 'uncond_total_prob': 1.2582634433674134e-05, 'norm_correct_prob': 0.2595013826382339, 'norm_correct_prob_per_token': 0.26518902753584317, 'norm_correct_prob_per_char': 0.2562047838030768, 'primary_metric': 0.2679738562091503}
|
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.