params
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values | data
stringclasses 25
values | task
stringclasses 66
values | step
int64 0
69.4k
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stringclasses 5
values | chinchilla
stringclasses 1
value | tokens
int64 0
100B
| compute
float64 0
706,209,840,435B
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stringlengths 769
1.41k
|
|---|---|---|---|---|---|---|---|---|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.6319018404907975, 'predicted_index_per_token': 1.5705521472392638, 'predicted_index_per_char': 1.5582822085889572, 'predicted_index_per_byte': 1.5582822085889572, 'predicted_index_uncond': 1.5153374233128833, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.24539877300613497, 'acc_per_token': 0.294478527607362, 'acc_per_char': 0.2822085889570552, 'acc_per_byte': 0.2822085889570552, 'acc_uncond': 0.3496932515337423, 'no_answer': 0.0, 'sum_logits_corr': -41.168762107568284, 'logits_per_token_corr': -5.9622234332015145, 'logits_per_char_corr': -1.0694617582061985, 'bits_per_byte_corr': 1.5429071749855827, 'correct_prob': 1.800281750918914e-06, 'correct_prob_per_token': 0.00943685989103465, 'correct_prob_per_char': 0.3699813644824487, 'margin': -8.311315194444377e-06, 'margin_per_token': -0.005756816936633198, 'margin_per_char': -0.05093494729373162, 'total_prob': 1.2228723599651825e-05, 'total_prob_per_token': 0.03357890792447131, 'total_prob_per_char': 1.3929331850875557, 'uncond_correct_prob': 1.5813429999675405e-07, 'uncond_correct_prob_per_token': 0.00429372936612112, 'uncond_correct_prob_per_char': 0.30468124494488535, 'uncond_total_prob': 1.3529064484129801e-06, 'norm_correct_prob': 0.24775886704008773, 'norm_correct_prob_per_token': 0.28615583840347875, 'norm_correct_prob_per_char': 0.26851168948480664, 'primary_metric': 0.24539877300613497}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.6319018404907975, 'predicted_index_per_token': 1.4723926380368098, 'predicted_index_per_char': 1.5705521472392638, 'predicted_index_per_byte': 1.5705521472392638, 'predicted_index_uncond': 1.4539877300613497, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2331288343558282, 'acc_per_token': 0.27607361963190186, 'acc_per_char': 0.26993865030674846, 'acc_per_byte': 0.26993865030674846, 'acc_uncond': 0.32515337423312884, 'no_answer': 0.0, 'sum_logits_corr': -42.1040015542434, 'logits_per_token_corr': -6.133604567522427, 'logits_per_char_corr': -1.0997958148211957, 'bits_per_byte_corr': 1.5866699680341159, 'correct_prob': 8.783027440724478e-07, 'correct_prob_per_token': 0.008648293231221167, 'correct_prob_per_char': 0.35951374872832204, 'margin': -1.1211890546775776e-05, 'margin_per_token': -0.0053558175133343235, 'margin_per_char': -0.05309141945362472, 'total_prob': 1.3314772761720095e-05, 'total_prob_per_token': 0.030847448122789597, 'total_prob_per_char': 1.3672144899962841, 'uncond_correct_prob': 3.4603274654596683e-07, 'uncond_correct_prob_per_token': 0.004704013388859876, 'uncond_correct_prob_per_char': 0.31185853035404465, 'uncond_total_prob': 3.2397700642167753e-06, 'norm_correct_prob': 0.23248117971220966, 'norm_correct_prob_per_token': 0.2793175095505139, 'norm_correct_prob_per_char': 0.2655463777456472, 'primary_metric': 0.2331288343558282}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.638036809815951, 'predicted_index_per_token': 1.5521472392638036, 'predicted_index_per_char': 1.5889570552147239, 'predicted_index_per_byte': 1.5889570552147239, 'predicted_index_uncond': 1.392638036809816, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2392638036809816, 'acc_per_token': 0.2883435582822086, 'acc_per_char': 0.294478527607362, 'acc_per_byte': 0.294478527607362, 'acc_uncond': 0.25766871165644173, 'no_answer': 0.0, 'sum_logits_corr': -41.671282715592646, 'logits_per_token_corr': -6.082656561139739, 'logits_per_char_corr': -1.0875458640816544, 'bits_per_byte_corr': 1.5689970248510323, 'correct_prob': 9.231057921048639e-07, 'correct_prob_per_token': 0.008701098857432463, 'correct_prob_per_char': 0.36354345397119453, 'margin': -8.645952618477834e-06, 'margin_per_token': -0.005298934113865432, 'margin_per_char': -0.049922093154029144, 'total_prob': 1.0680534567380534e-05, 'total_prob_per_token': 0.03132061952441102, 'total_prob_per_char': 1.373958041295788, 'uncond_correct_prob': 4.907674376736328e-08, 'uncond_correct_prob_per_token': 0.004418164873923244, 'uncond_correct_prob_per_char': 0.31194848951047505, 'uncond_total_prob': 4.699355816665812e-07, 'norm_correct_prob': 0.24274439078629223, 'norm_correct_prob_per_token': 0.279030272812931, 'norm_correct_prob_per_char': 0.2671762390990613, 'primary_metric': 0.2392638036809816}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.607361963190184, 'predicted_index_per_token': 1.4723926380368098, 'predicted_index_per_char': 1.539877300613497, 'predicted_index_per_byte': 1.539877300613497, 'predicted_index_uncond': 1.361963190184049, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.24539877300613497, 'acc_per_token': 0.3006134969325153, 'acc_per_char': 0.3067484662576687, 'acc_per_byte': 0.3067484662576687, 'acc_uncond': 0.3312883435582822, 'no_answer': 0.0, 'sum_logits_corr': -40.76998033699083, 'logits_per_token_corr': -5.905447977396378, 'logits_per_char_corr': -1.0571176347159144, 'bits_per_byte_corr': 1.525098369242016, 'correct_prob': 7.34680647318256e-07, 'correct_prob_per_token': 0.009845603760298825, 'correct_prob_per_char': 0.37354963724091617, 'margin': -1.4238046197384327e-05, 'margin_per_token': -0.006250330632213009, 'margin_per_char': -0.05166579574186239, 'total_prob': 1.589602042897852e-05, 'total_prob_per_token': 0.03550415178382952, 'total_prob_per_char': 1.4100006103939287, 'uncond_correct_prob': 2.2525618676806079e-07, 'uncond_correct_prob_per_token': 0.0046941464679603724, 'uncond_correct_prob_per_char': 0.31070176177260594, 'uncond_total_prob': 1.8497066819992897e-06, 'norm_correct_prob': 0.2411217795374608, 'norm_correct_prob_per_token': 0.2892087412315467, 'norm_correct_prob_per_char': 0.2677737992749825, 'primary_metric': 0.24539877300613497}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.7423312883435582, 'predicted_index_per_token': 1.5153374233128833, 'predicted_index_per_char': 1.5828220858895705, 'predicted_index_per_byte': 1.5828220858895705, 'predicted_index_uncond': 1.3987730061349692, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.22085889570552147, 'acc_per_token': 0.2822085889570552, 'acc_per_char': 0.26380368098159507, 'acc_per_byte': 0.26380368098159507, 'acc_uncond': 0.36809815950920244, 'no_answer': 0.0, 'sum_logits_corr': -41.90454211556838, 'logits_per_token_corr': -6.110874912782792, 'logits_per_char_corr': -1.0981730255913793, 'bits_per_byte_corr': 1.5843287780598496, 'correct_prob': 1.4413951645333355e-06, 'correct_prob_per_token': 0.008788233222045446, 'correct_prob_per_char': 0.3609158572033704, 'margin': -1.1605035325346035e-05, 'margin_per_token': -0.005795045769809366, 'margin_per_char': -0.0542861157597917, 'total_prob': 1.5043759474232601e-05, 'total_prob_per_token': 0.03149153219874865, 'total_prob_per_char': 1.3709098067972523, 'uncond_correct_prob': 4.369262954963364e-07, 'uncond_correct_prob_per_token': 0.004743134960311713, 'uncond_correct_prob_per_char': 0.31383996694523564, 'uncond_total_prob': 4.588136982417989e-06, 'norm_correct_prob': 0.22354728462582477, 'norm_correct_prob_per_token': 0.2754323728800467, 'norm_correct_prob_per_char': 0.2655627098002184, 'primary_metric': 0.22085889570552147}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.6134969325153374, 'predicted_index_per_token': 1.5460122699386503, 'predicted_index_per_char': 1.5828220858895705, 'predicted_index_per_byte': 1.5828220858895705, 'predicted_index_uncond': 1.4294478527607362, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.22699386503067484, 'acc_per_token': 0.2883435582822086, 'acc_per_char': 0.294478527607362, 'acc_per_byte': 0.294478527607362, 'acc_uncond': 0.27607361963190186, 'no_answer': 0.0, 'sum_logits_corr': -41.40317540081001, 'logits_per_token_corr': -6.031755242270795, 'logits_per_char_corr': -1.0798691584629185, 'bits_per_byte_corr': 1.55792187972451, 'correct_prob': 1.386069532211962e-06, 'correct_prob_per_token': 0.009023127964585754, 'correct_prob_per_char': 0.36583726134555433, 'margin': -5.824159043935347e-06, 'margin_per_token': -0.005019615294610738, 'margin_per_char': -0.04854010121281974, 'total_prob': 8.787847830374909e-06, 'total_prob_per_token': 0.031779269829644165, 'total_prob_per_char': 1.37785963789025, 'uncond_correct_prob': 1.002175815179579e-07, 'uncond_correct_prob_per_token': 0.0045888735501052845, 'uncond_correct_prob_per_char': 0.312424298611326, 'uncond_total_prob': 9.479063236598438e-07, 'norm_correct_prob': 0.23511478085550455, 'norm_correct_prob_per_token': 0.2791836063751891, 'norm_correct_prob_per_char': 0.2680254560453992, 'primary_metric': 0.22699386503067484}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.6012269938650308, 'predicted_index_per_token': 1.460122699386503, 'predicted_index_per_char': 1.5337423312883436, 'predicted_index_per_byte': 1.5337423312883436, 'predicted_index_uncond': 1.4355828220858895, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.24539877300613497, 'acc_per_token': 0.294478527607362, 'acc_per_char': 0.294478527607362, 'acc_per_byte': 0.294478527607362, 'acc_uncond': 0.32515337423312884, 'no_answer': 0.0, 'sum_logits_corr': -41.027481945014436, 'logits_per_token_corr': -5.971342712586604, 'logits_per_char_corr': -1.0681569244171965, 'bits_per_byte_corr': 1.5410246977490039, 'correct_prob': 5.363042425227079e-07, 'correct_prob_per_token': 0.009458853850454117, 'correct_prob_per_char': 0.3698825150861825, 'margin': -1.2250592199708828e-05, 'margin_per_token': -0.006126961159305792, 'margin_per_char': -0.05342139678234039, 'total_prob': 1.3488328925581271e-05, 'total_prob_per_token': 0.03440087001880007, 'total_prob_per_char': 1.399804424675207, 'uncond_correct_prob': 2.775342868868276e-07, 'uncond_correct_prob_per_token': 0.004396510294013139, 'uncond_correct_prob_per_char': 0.3052289282601002, 'uncond_total_prob': 2.3339174263051056e-06, 'norm_correct_prob': 0.2400073517004781, 'norm_correct_prob_per_token': 0.28487498595645383, 'norm_correct_prob_per_char': 0.26711359962950304, 'primary_metric': 0.24539877300613497}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.6932515337423313, 'predicted_index_per_token': 1.4846625766871167, 'predicted_index_per_char': 1.5828220858895705, 'predicted_index_per_byte': 1.5828220858895705, 'predicted_index_uncond': 1.4723926380368098, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2392638036809816, 'acc_per_token': 0.294478527607362, 'acc_per_char': 0.26380368098159507, 'acc_per_byte': 0.26380368098159507, 'acc_uncond': 0.36809815950920244, 'no_answer': 0.0, 'sum_logits_corr': -41.60307458280786, 'logits_per_token_corr': -6.049321788842409, 'logits_per_char_corr': -1.0855525337688117, 'bits_per_byte_corr': 1.5661212570938388, 'correct_prob': 1.0036156601555083e-06, 'correct_prob_per_token': 0.008952256201057166, 'correct_prob_per_char': 0.36381089014287854, 'margin': -2.2534201224952575e-05, 'margin_per_token': -0.006117422909725391, 'margin_per_char': -0.054226657871553376, 'total_prob': 2.4857611228738612e-05, 'total_prob_per_token': 0.032496547150295485, 'total_prob_per_char': 1.384746410558854, 'uncond_correct_prob': 4.600501461703316e-07, 'uncond_correct_prob_per_token': 0.0046955590259199625, 'uncond_correct_prob_per_char': 0.3137625767688636, 'uncond_total_prob': 4.580198862217782e-06, 'norm_correct_prob': 0.22511825329618948, 'norm_correct_prob_per_token': 0.2782955735932399, 'norm_correct_prob_per_char': 0.26509545475246854, 'primary_metric': 0.2392638036809816}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.6257668711656441, 'predicted_index_per_token': 1.478527607361963, 'predicted_index_per_char': 1.6196319018404908, 'predicted_index_per_byte': 1.6196319018404908, 'predicted_index_uncond': 1.4417177914110428, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2392638036809816, 'acc_per_token': 0.3006134969325153, 'acc_per_char': 0.2822085889570552, 'acc_per_byte': 0.2822085889570552, 'acc_uncond': 0.27607361963190186, 'no_answer': 0.0, 'sum_logits_corr': -41.198768738588676, 'logits_per_token_corr': -5.959036308409869, 'logits_per_char_corr': -1.0670980165738873, 'bits_per_byte_corr': 1.539497016654702, 'correct_prob': 1.9353762378567143e-06, 'correct_prob_per_token': 0.009076297539930863, 'correct_prob_per_char': 0.36903072583823976, 'margin': -3.729199460466246e-06, 'margin_per_token': -0.0050919278697245515, 'margin_per_char': -0.04811984373351581, 'total_prob': 7.836652156247761e-06, 'total_prob_per_token': 0.03200141916504335, 'total_prob_per_char': 1.3891744881181671, 'uncond_correct_prob': 9.034100151667438e-08, 'uncond_correct_prob_per_token': 0.004644340277539728, 'uncond_correct_prob_per_char': 0.3152731369611808, 'uncond_total_prob': 8.42997999478279e-07, 'norm_correct_prob': 0.23585051768187051, 'norm_correct_prob_per_token': 0.2821067448129242, 'norm_correct_prob_per_char': 0.26838440594116736, 'primary_metric': 0.2392638036809816}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.6196319018404908, 'predicted_index_per_token': 1.4539877300613497, 'predicted_index_per_char': 1.5337423312883436, 'predicted_index_per_byte': 1.5337423312883436, 'predicted_index_uncond': 1.3987730061349692, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2392638036809816, 'acc_per_token': 0.3006134969325153, 'acc_per_char': 0.2822085889570552, 'acc_per_byte': 0.2822085889570552, 'acc_uncond': 0.34355828220858897, 'no_answer': 0.0, 'sum_logits_corr': -40.96484023369163, 'logits_per_token_corr': -5.95264949097764, 'logits_per_char_corr': -1.0648869101108527, 'bits_per_byte_corr': 1.5363070643256025, 'correct_prob': 5.544433620595511e-07, 'correct_prob_per_token': 0.009528542457342047, 'correct_prob_per_char': 0.37090104974867416, 'margin': -1.2499161463351908e-05, 'margin_per_token': -0.006201777425904317, 'margin_per_char': -0.05331851080922456, 'total_prob': 1.3781342280714631e-05, 'total_prob_per_token': 0.034697768701114795, 'total_prob_per_char': 1.4026428453546913, 'uncond_correct_prob': 3.462129718098169e-07, 'uncond_correct_prob_per_token': 0.004405182706439471, 'uncond_correct_prob_per_char': 0.30533468187329893, 'uncond_total_prob': 2.907281947336642e-06, 'norm_correct_prob': 0.23817162427968386, 'norm_correct_prob_per_token': 0.2859599491571876, 'norm_correct_prob_per_char': 0.26726889200107484, 'primary_metric': 0.2392638036809816}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.705521472392638, 'predicted_index_per_token': 1.49079754601227, 'predicted_index_per_char': 1.5766871165644172, 'predicted_index_per_byte': 1.5766871165644172, 'predicted_index_uncond': 1.478527607361963, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.22085889570552147, 'acc_per_token': 0.31901840490797545, 'acc_per_char': 0.2822085889570552, 'acc_per_byte': 0.2822085889570552, 'acc_uncond': 0.3803680981595092, 'no_answer': 0.0, 'sum_logits_corr': -41.615102083405105, 'logits_per_token_corr': -6.044364294003231, 'logits_per_char_corr': -1.0851529031366483, 'bits_per_byte_corr': 1.5655447119626287, 'correct_prob': 1.1081248742434848e-06, 'correct_prob_per_token': 0.008977263838359683, 'correct_prob_per_char': 0.36386249770501167, 'margin': -1.808405775642493e-05, 'margin_per_token': -0.006050269072680921, 'margin_per_char': -0.05305998242771241, 'total_prob': 2.0625842110065226e-05, 'total_prob_per_token': 0.03242830442888124, 'total_prob_per_char': 1.3834777459679333, 'uncond_correct_prob': 5.351910888002699e-07, 'uncond_correct_prob_per_token': 0.00465406440064804, 'uncond_correct_prob_per_char': 0.31294981705758923, 'uncond_total_prob': 5.161209118778284e-06, 'norm_correct_prob': 0.2231330349523422, 'norm_correct_prob_per_token': 0.27916558178378825, 'norm_correct_prob_per_char': 0.265289406298839, 'primary_metric': 0.22085889570552147}
|
10M
|
DCLM-Baseline
|
mmlu_logical_fallacies
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.638036809815951, 'predicted_index_per_token': 1.4846625766871167, 'predicted_index_per_char': 1.6134969325153374, 'predicted_index_per_byte': 1.6134969325153374, 'predicted_index_uncond': 1.4478527607361964, 'correct_choice': 1.5460122699386503, 'acc_raw': 0.2392638036809816, 'acc_per_token': 0.3006134969325153, 'acc_per_char': 0.27607361963190186, 'acc_per_byte': 0.27607361963190186, 'acc_uncond': 0.27607361963190186, 'no_answer': 0.0, 'sum_logits_corr': -41.16056378487429, 'logits_per_token_corr': -5.95480215284318, 'logits_per_char_corr': -1.0665184998936794, 'bits_per_byte_corr': 1.538660950814053, 'correct_prob': 2.28011816336131e-06, 'correct_prob_per_token': 0.009160692277063507, 'correct_prob_per_char': 0.3695226336801665, 'margin': -3.4254011556785233e-06, 'margin_per_token': -0.005132382216938209, 'margin_per_char': -0.04751853303652279, 'total_prob': 8.229259482853272e-06, 'total_prob_per_token': 0.03226523574779716, 'total_prob_per_char': 1.3903146366137, 'uncond_correct_prob': 8.039232451398618e-08, 'uncond_correct_prob_per_token': 0.004650042496486208, 'uncond_correct_prob_per_char': 0.3147661279428421, 'uncond_total_prob': 7.869899191640791e-07, 'norm_correct_prob': 0.2378136730146312, 'norm_correct_prob_per_token': 0.2821464002121389, 'norm_correct_prob_per_char': 0.26842370038494395, 'primary_metric': 0.2392638036809816}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 0.9910714285714286, 'predicted_index_per_token': 0.8660714285714286, 'predicted_index_per_char': 1.3214285714285714, 'predicted_index_per_byte': 1.3214285714285714, 'predicted_index_uncond': 1.5089285714285714, 'correct_choice': 1.25, 'acc_raw': 0.3482142857142857, 'acc_per_token': 0.375, 'acc_per_char': 0.3125, 'acc_per_byte': 0.3125, 'acc_uncond': 0.1875, 'no_answer': 0.0, 'sum_logits_corr': -65.48478652749743, 'logits_per_token_corr': -10.818576055240843, 'logits_per_char_corr': -2.9361756814605937, 'bits_per_byte_corr': 4.236006094825015, 'correct_prob': 1.093844031930562e-06, 'correct_prob_per_token': 2.0253996281742425e-05, 'correct_prob_per_char': 0.09280554124162099, 'margin': -5.033924320146612e-07, 'margin_per_token': -1.546403956352543e-06, 'margin_per_char': -0.015017444629921503, 'total_prob': 4.726055983970727e-06, 'total_prob_per_token': 8.032113785504053e-05, 'total_prob_per_char': 0.34346411330718335, 'uncond_correct_prob': 1.3858975503086638e-06, 'uncond_correct_prob_per_token': 2.0094541266091146e-05, 'uncond_correct_prob_per_char': 0.09268500709091605, 'uncond_total_prob': 5.403992281661169e-06, 'norm_correct_prob': 0.2769278491853557, 'norm_correct_prob_per_token': 0.25205706932410005, 'norm_correct_prob_per_char': 0.2642201048439471, 'primary_metric': 0.3482142857142857}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.8125, 'predicted_index_per_token': 1.8125, 'predicted_index_per_char': 1.3571428571428572, 'predicted_index_per_byte': 1.3571428571428572, 'predicted_index_uncond': 1.9285714285714286, 'correct_choice': 1.25, 'acc_raw': 0.22321428571428573, 'acc_per_token': 0.20535714285714285, 'acc_per_char': 0.30357142857142855, 'acc_per_byte': 0.30357142857142855, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -65.64065036603382, 'logits_per_token_corr': -10.87725293619396, 'logits_per_char_corr': -2.9522908201495097, 'bits_per_byte_corr': 4.2592553254947685, 'correct_prob': 1.3274000924466114e-06, 'correct_prob_per_token': 1.901003108533849e-05, 'correct_prob_per_char': 0.0919137802919511, 'margin': -2.994723679489871e-07, 'margin_per_token': -1.437497261816774e-06, 'margin_per_char': -0.015823789684287763, 'total_prob': 5.017171779313345e-06, 'total_prob_per_token': 7.582403766476756e-05, 'total_prob_per_char': 0.34065812016248687, 'uncond_correct_prob': 1.5261653441667276e-06, 'uncond_correct_prob_per_token': 2.0047538629107387e-05, 'uncond_correct_prob_per_char': 0.09263864104464273, 'uncond_total_prob': 5.293584326963252e-06, 'norm_correct_prob': 0.26883568164070953, 'norm_correct_prob_per_token': 0.25042167610821886, 'norm_correct_prob_per_char': 0.264666001163233, 'primary_metric': 0.22321428571428573}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.3660714285714286, 'predicted_index_per_token': 1.3035714285714286, 'predicted_index_per_char': 1.3392857142857142, 'predicted_index_per_byte': 1.3392857142857142, 'predicted_index_uncond': 1.3303571428571428, 'correct_choice': 1.25, 'acc_raw': 0.3125, 'acc_per_token': 0.30357142857142855, 'acc_per_char': 0.3125, 'acc_per_byte': 0.3125, 'acc_uncond': 0.25892857142857145, 'no_answer': 0.0, 'sum_logits_corr': -65.7946978381702, 'logits_per_token_corr': -10.910297400032693, 'logits_per_char_corr': -2.9605903677168155, 'bits_per_byte_corr': 4.271229041611751, 'correct_prob': 1.4193653380218593e-06, 'correct_prob_per_token': 1.862950622180955e-05, 'correct_prob_per_char': 0.09146121084726182, 'margin': -4.788521184223487e-07, 'margin_per_token': -2.8122110414354707e-06, 'margin_per_char': -0.017256378108277216, 'total_prob': 5.162362873750371e-06, 'total_prob_per_token': 7.493844969295538e-05, 'total_prob_per_char': 0.3393247552949183, 'uncond_correct_prob': 1.3631282526487988e-06, 'uncond_correct_prob_per_token': 2.0781346166150276e-05, 'uncond_correct_prob_per_char': 0.09319297504899782, 'uncond_total_prob': 5.022268456824549e-06, 'norm_correct_prob': 0.2699651545628038, 'norm_correct_prob_per_token': 0.24839058589192656, 'norm_correct_prob_per_char': 0.2638501854315326, 'primary_metric': 0.3125}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.875, 'predicted_index_per_token': 1.9196428571428572, 'predicted_index_per_char': 1.8482142857142858, 'predicted_index_per_byte': 1.8482142857142858, 'predicted_index_uncond': 1.4017857142857142, 'correct_choice': 1.25, 'acc_raw': 0.22321428571428573, 'acc_per_token': 0.17857142857142858, 'acc_per_char': 0.21428571428571427, 'acc_per_byte': 0.21428571428571427, 'acc_uncond': 0.30357142857142855, 'no_answer': 0.0, 'sum_logits_corr': -34.99375313094684, 'logits_per_token_corr': -6.455990499171887, 'logits_per_char_corr': -1.6673080806490965, 'bits_per_byte_corr': 2.405417099588275, 'correct_prob': 0.00019179388957031875, 'correct_prob_per_token': 0.004870684018346317, 'correct_prob_per_char': 0.23083741081627002, 'margin': 4.583344040555703e-05, 'margin_per_token': -0.005891807160541414, 'margin_per_char': -0.052600236290222355, 'total_prob': 0.0003859212004570991, 'total_prob_per_token': 0.023417497425080584, 'total_prob_per_char': 0.9246768215449105, 'uncond_correct_prob': 5.310666752827016e-05, 'uncond_correct_prob_per_token': 0.002911386219174042, 'uncond_correct_prob_per_char': 0.20550774042753797, 'uncond_total_prob': 0.0001266556247375898, 'norm_correct_prob': 0.24576770682591872, 'norm_correct_prob_per_token': 0.22323173753619546, 'norm_correct_prob_per_char': 0.2523639130807502, 'primary_metric': 0.22321428571428573}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.9017857142857142, 'predicted_index_per_token': 1.8839285714285714, 'predicted_index_per_char': 1.8928571428571428, 'predicted_index_per_byte': 1.8928571428571428, 'predicted_index_uncond': 1.3303571428571428, 'correct_choice': 1.25, 'acc_raw': 0.21428571428571427, 'acc_per_token': 0.16964285714285715, 'acc_per_char': 0.19642857142857142, 'acc_per_byte': 0.19642857142857142, 'acc_uncond': 0.2767857142857143, 'no_answer': 0.0, 'sum_logits_corr': -34.47174729619707, 'logits_per_token_corr': -6.2532034420735725, 'logits_per_char_corr': -1.6052664202044522, 'bits_per_byte_corr': 2.315909903736206, 'correct_prob': 0.0003273459244955331, 'correct_prob_per_token': 0.005778217071764888, 'correct_prob_per_char': 0.2428473004794419, 'margin': 5.3618956467904235e-05, 'margin_per_token': -0.007177073107347863, 'margin_per_char': -0.0551080647975467, 'total_prob': 0.0006708896691540429, 'total_prob_per_token': 0.02728903483201603, 'total_prob_per_char': 0.9655854047960047, 'uncond_correct_prob': 4.790020487724009e-05, 'uncond_correct_prob_per_token': 0.0024142448248475235, 'uncond_correct_prob_per_char': 0.19161824424667154, 'uncond_total_prob': 0.00012110517536697665, 'norm_correct_prob': 0.2546682103753974, 'norm_correct_prob_per_token': 0.2285590712145307, 'norm_correct_prob_per_char': 0.25495016429625766, 'primary_metric': 0.21428571428571427}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.8660714285714286, 'predicted_index_per_token': 1.9285714285714286, 'predicted_index_per_char': 1.9285714285714286, 'predicted_index_per_byte': 1.9285714285714286, 'predicted_index_uncond': 1.7142857142857142, 'correct_choice': 1.25, 'acc_raw': 0.20535714285714285, 'acc_per_token': 0.16964285714285715, 'acc_per_char': 0.19642857142857142, 'acc_per_byte': 0.19642857142857142, 'acc_uncond': 0.1875, 'no_answer': 0.0, 'sum_logits_corr': -34.38779667871339, 'logits_per_token_corr': -6.275887477501517, 'logits_per_char_corr': -1.6221636680432876, 'bits_per_byte_corr': 2.3402874793979827, 'correct_prob': 5.659051976231644e-05, 'correct_prob_per_token': 0.006333247259649784, 'correct_prob_per_char': 0.24583775885546935, 'margin': 3.771601167186104e-06, 'margin_per_token': -0.007545868031520492, 'margin_per_char': -0.05726364993849775, 'total_prob': 0.0001405208926875013, 'total_prob_per_token': 0.029872484207624332, 'total_prob_per_char': 0.987805701673011, 'uncond_correct_prob': 7.444730075122461e-05, 'uncond_correct_prob_per_token': 0.003703353959260626, 'uncond_correct_prob_per_char': 0.22424177469742318, 'uncond_total_prob': 0.00018203293636696955, 'norm_correct_prob': 0.23890611881081814, 'norm_correct_prob_per_token': 0.22359193985247597, 'norm_correct_prob_per_char': 0.2512248268922284, 'primary_metric': 0.20535714285714285}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.1428571428571428, 'predicted_index_per_token': 1.2142857142857142, 'predicted_index_per_char': 1.9910714285714286, 'predicted_index_per_byte': 1.9910714285714286, 'predicted_index_uncond': 1.0803571428571428, 'correct_choice': 1.25, 'acc_raw': 0.3125, 'acc_per_token': 0.2767857142857143, 'acc_per_char': 0.19642857142857142, 'acc_per_byte': 0.19642857142857142, 'acc_uncond': 0.29464285714285715, 'no_answer': 0.0, 'sum_logits_corr': -36.62736878437655, 'logits_per_token_corr': -6.952209979653863, 'logits_per_char_corr': -1.7761929624390917, 'bits_per_byte_corr': 2.5625047785745956, 'correct_prob': 0.0004666901955005623, 'correct_prob_per_token': 0.005000118149320741, 'correct_prob_per_char': 0.21015712249627252, 'margin': 0.00022559479899121105, 'margin_per_token': -0.006784296378028224, 'margin_per_char': -0.048941450443966854, 'total_prob': 0.0007920657975035581, 'total_prob_per_token': 0.0239957311634238, 'total_prob_per_char': 0.8407031619214881, 'uncond_correct_prob': 0.00010308210764924137, 'uncond_correct_prob_per_token': 0.003046130847376812, 'uncond_correct_prob_per_char': 0.2013824718536015, 'uncond_total_prob': 0.0002326711938070402, 'norm_correct_prob': 0.28384383598143187, 'norm_correct_prob_per_token': 0.23096370508181474, 'norm_correct_prob_per_char': 0.25473285386882977, 'primary_metric': 0.3125}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.7946428571428572, 'predicted_index_per_token': 1.9196428571428572, 'predicted_index_per_char': 1.4642857142857142, 'predicted_index_per_byte': 1.4642857142857142, 'predicted_index_uncond': 2.169642857142857, 'correct_choice': 1.25, 'acc_raw': 0.24107142857142858, 'acc_per_token': 0.20535714285714285, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.22321428571428573, 'no_answer': 0.0, 'sum_logits_corr': -36.34929370880127, 'logits_per_token_corr': -6.872118072913821, 'logits_per_char_corr': -1.7605584555475313, 'bits_per_byte_corr': 2.5399489530153807, 'correct_prob': 0.0004796150257679516, 'correct_prob_per_token': 0.00487471637548492, 'correct_prob_per_char': 0.21143256750543424, 'margin': -5.897235657495831e-05, 'margin_per_token': -0.006726476656781456, 'margin_per_char': -0.05174733483510298, 'total_prob': 0.0012398031845578118, 'total_prob_per_token': 0.023963855289116067, 'total_prob_per_char': 0.8516348856364183, 'uncond_correct_prob': 0.00016956585908448868, 'uncond_correct_prob_per_token': 0.0030605259332219547, 'uncond_correct_prob_per_char': 0.2005756678833343, 'uncond_total_prob': 0.00037235263356807236, 'norm_correct_prob': 0.26527169388587846, 'norm_correct_prob_per_token': 0.22613294315173432, 'norm_correct_prob_per_char': 0.24910761911072538, 'primary_metric': 0.24107142857142858}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.7946428571428572, 'predicted_index_per_token': 1.7946428571428572, 'predicted_index_per_char': 1.875, 'predicted_index_per_byte': 1.875, 'predicted_index_uncond': 1.6696428571428572, 'correct_choice': 1.25, 'acc_raw': 0.22321428571428573, 'acc_per_token': 0.16964285714285715, 'acc_per_char': 0.20535714285714285, 'acc_per_byte': 0.20535714285714285, 'acc_uncond': 0.17857142857142858, 'no_answer': 0.0, 'sum_logits_corr': -34.63865097079958, 'logits_per_token_corr': -6.39122098899407, 'logits_per_char_corr': -1.649862416181119, 'bits_per_byte_corr': 2.380248325975294, 'correct_prob': 8.025425561350093e-05, 'correct_prob_per_token': 0.005944281655812229, 'correct_prob_per_char': 0.2397851176830457, 'margin': 1.6751804453993307e-05, 'margin_per_token': -0.007379026429918064, 'margin_per_char': -0.05321142539109512, 'total_prob': 0.00018376037437853486, 'total_prob_per_token': 0.02985341987830632, 'total_prob_per_char': 0.9688933623828799, 'uncond_correct_prob': 7.624906353033256e-05, 'uncond_correct_prob_per_token': 0.002737336629531005, 'uncond_correct_prob_per_char': 0.19400600303839668, 'uncond_total_prob': 0.00015003042836399393, 'norm_correct_prob': 0.2449385267169895, 'norm_correct_prob_per_token': 0.22168474621830572, 'norm_correct_prob_per_char': 0.24869012008965402, 'primary_metric': 0.22321428571428573}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.4821428571428572, 'predicted_index_per_char': 2.0089285714285716, 'predicted_index_per_byte': 2.0089285714285716, 'predicted_index_uncond': 1.4107142857142858, 'correct_choice': 1.25, 'acc_raw': 0.33035714285714285, 'acc_per_token': 0.3125, 'acc_per_char': 0.20535714285714285, 'acc_per_byte': 0.20535714285714285, 'acc_uncond': 0.29464285714285715, 'no_answer': 0.0, 'sum_logits_corr': -34.25088269369943, 'logits_per_token_corr': -6.426762374289136, 'logits_per_char_corr': -1.667976423307423, 'bits_per_byte_corr': 2.4063813142270587, 'correct_prob': 9.721696968579684e-05, 'correct_prob_per_token': 0.005791403080331748, 'correct_prob_per_char': 0.23458760741077972, 'margin': 2.817856614907247e-05, 'margin_per_token': -0.007836860774587404, 'margin_per_char': -0.05026370935261119, 'total_prob': 0.0002029090170382248, 'total_prob_per_token': 0.02819567634359422, 'total_prob_per_char': 0.9350705602186506, 'uncond_correct_prob': 0.00012894556317260249, 'uncond_correct_prob_per_token': 0.0036949884224939393, 'uncond_correct_prob_per_char': 0.21664026017900717, 'uncond_total_prob': 0.0002962553793430641, 'norm_correct_prob': 0.29133194689404845, 'norm_correct_prob_per_token': 0.24442349059900975, 'norm_correct_prob_per_char': 0.2559000627848845, 'primary_metric': 0.33035714285714285}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.6785714285714286, 'predicted_index_per_token': 1.6785714285714286, 'predicted_index_per_char': 1.5357142857142858, 'predicted_index_per_byte': 1.5357142857142858, 'predicted_index_uncond': 1.9553571428571428, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.2767857142857143, 'acc_per_char': 0.2857142857142857, 'acc_per_byte': 0.2857142857142857, 'acc_uncond': 0.23214285714285715, 'no_answer': 0.0, 'sum_logits_corr': -34.610508935792105, 'logits_per_token_corr': -6.610670053871774, 'logits_per_char_corr': -1.709157443306981, 'bits_per_byte_corr': 2.4657929675592127, 'correct_prob': 0.00011091209576373495, 'correct_prob_per_token': 0.005311159413305401, 'correct_prob_per_char': 0.22511399709056246, 'margin': 1.1087712779753486e-05, 'margin_per_token': -0.006773944020432883, 'margin_per_char': -0.051470993790307444, 'total_prob': 0.0002621236796189758, 'total_prob_per_token': 0.025960593345875776, 'total_prob_per_char': 0.9001179327907268, 'uncond_correct_prob': 0.00019419281098955195, 'uncond_correct_prob_per_token': 0.003903350513749492, 'uncond_correct_prob_per_char': 0.21009644860752388, 'uncond_total_prob': 0.0004383539705555884, 'norm_correct_prob': 0.272466399925012, 'norm_correct_prob_per_token': 0.23299022471440262, 'norm_correct_prob_per_char': 0.25368263843267885, 'primary_metric': 0.29464285714285715}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.6517857142857142, 'predicted_index_per_token': 1.6964285714285714, 'predicted_index_per_char': 1.5535714285714286, 'predicted_index_per_byte': 1.5535714285714286, 'predicted_index_uncond': 1.6160714285714286, 'correct_choice': 1.25, 'acc_raw': 0.26785714285714285, 'acc_per_token': 0.21428571428571427, 'acc_per_char': 0.24107142857142858, 'acc_per_byte': 0.24107142857142858, 'acc_uncond': 0.20535714285714285, 'no_answer': 0.0, 'sum_logits_corr': -33.30677279404232, 'logits_per_token_corr': -6.236275365993412, 'logits_per_char_corr': -1.6226015822791522, 'bits_per_byte_corr': 2.3409192560943994, 'correct_prob': 5.5404685300781556e-05, 'correct_prob_per_token': 0.006038450208934618, 'correct_prob_per_char': 0.2467643938274437, 'margin': 1.0438964285981602e-05, 'margin_per_token': -0.0068583298460287555, 'margin_per_char': -0.053643599910009616, 'total_prob': 0.00013025557435628111, 'total_prob_per_token': 0.029378602031989342, 'total_prob_per_char': 0.9853693540775306, 'uncond_correct_prob': 0.00011377245569292692, 'uncond_correct_prob_per_token': 0.003323320977923861, 'uncond_correct_prob_per_char': 0.21582628976411986, 'uncond_total_prob': 0.0002273268136054273, 'norm_correct_prob': 0.2614259230138196, 'norm_correct_prob_per_token': 0.22564721589089207, 'norm_correct_prob_per_char': 0.2522587875070074, 'primary_metric': 0.26785714285714285}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.7589285714285714, 'predicted_index_per_token': 1.8392857142857142, 'predicted_index_per_char': 1.6607142857142858, 'predicted_index_per_byte': 1.6607142857142858, 'predicted_index_uncond': 1.7142857142857142, 'correct_choice': 1.25, 'acc_raw': 0.22321428571428573, 'acc_per_token': 0.1875, 'acc_per_char': 0.25892857142857145, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -34.51730539756162, 'logits_per_token_corr': -6.3797922533995886, 'logits_per_char_corr': -1.6402473776990993, 'bits_per_byte_corr': 2.3663767576393178, 'correct_prob': 0.00039545717574119237, 'correct_prob_per_token': 0.006243533420788426, 'correct_prob_per_char': 0.23573637097817032, 'margin': 0.00020451363902602152, 'margin_per_token': -0.010470760546058189, 'margin_per_char': -0.06439852563659525, 'total_prob': 0.0007233515650160796, 'total_prob_per_token': 0.03237035390115705, 'total_prob_per_char': 0.9493170622147629, 'uncond_correct_prob': 8.384879123963119e-05, 'uncond_correct_prob_per_token': 0.003610416475552069, 'uncond_correct_prob_per_char': 0.21752912510916272, 'uncond_total_prob': 0.00027413916496589187, 'norm_correct_prob': 0.25065978413502793, 'norm_correct_prob_per_token': 0.22502520280778038, 'norm_correct_prob_per_char': 0.2520717572234924, 'primary_metric': 0.22321428571428573}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5892857142857142, 'predicted_index_per_token': 1.5714285714285714, 'predicted_index_per_char': 1.6071428571428572, 'predicted_index_per_byte': 1.6071428571428572, 'predicted_index_uncond': 1.4017857142857142, 'correct_choice': 1.25, 'acc_raw': 0.26785714285714285, 'acc_per_token': 0.25, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.2767857142857143, 'no_answer': 0.0, 'sum_logits_corr': -34.10214624660356, 'logits_per_token_corr': -6.369875479376483, 'logits_per_char_corr': -1.6604610797567756, 'bits_per_byte_corr': 2.3955389653559545, 'correct_prob': 3.9352882632872774e-05, 'correct_prob_per_token': 0.005185476384724366, 'correct_prob_per_char': 0.2366621818956157, 'margin': 5.614990664822482e-07, 'margin_per_token': -0.006617792094883639, 'margin_per_char': -0.05318233627030083, 'total_prob': 0.00011018333820813303, 'total_prob_per_token': 0.026173979447260503, 'total_prob_per_char': 0.9545357377281756, 'uncond_correct_prob': 0.00011040717608994573, 'uncond_correct_prob_per_token': 0.0037995973590117657, 'uncond_correct_prob_per_char': 0.21769106560608126, 'uncond_total_prob': 0.00027509798304436675, 'norm_correct_prob': 0.2549923996581696, 'norm_correct_prob_per_token': 0.23017828880270078, 'norm_correct_prob_per_char': 0.2510773003760433, 'primary_metric': 0.26785714285714285}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.2142857142857142, 'predicted_index_per_token': 1.2857142857142858, 'predicted_index_per_char': 1.5714285714285714, 'predicted_index_per_byte': 1.5714285714285714, 'predicted_index_uncond': 1.3839285714285714, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.25, 'acc_per_char': 0.25892857142857145, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.1875, 'no_answer': 0.0, 'sum_logits_corr': -34.418282717466354, 'logits_per_token_corr': -6.568080449423588, 'logits_per_char_corr': -1.7079282666709703, 'bits_per_byte_corr': 2.4640196405220616, 'correct_prob': 0.00010973119608800515, 'correct_prob_per_token': 0.005576234010137799, 'correct_prob_per_char': 0.22892201846786694, 'margin': 2.4016784574258035e-05, 'margin_per_token': -0.007140407690799891, 'margin_per_char': -0.0491201026164637, 'total_prob': 0.00022652656642573803, 'total_prob_per_token': 0.02756377871510299, 'total_prob_per_char': 0.914014423642362, 'uncond_correct_prob': 8.226103321324455e-05, 'uncond_correct_prob_per_token': 0.003575619038768537, 'uncond_correct_prob_per_char': 0.21253092551248945, 'uncond_total_prob': 0.00019788523725579562, 'norm_correct_prob': 0.2657798081500511, 'norm_correct_prob_per_token': 0.22717846812827044, 'norm_correct_prob_per_char': 0.25068263912781463, 'primary_metric': 0.29464285714285715}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.6875, 'predicted_index_per_token': 1.7142857142857142, 'predicted_index_per_char': 1.6785714285714286, 'predicted_index_per_byte': 1.6785714285714286, 'predicted_index_uncond': 1.5446428571428572, 'correct_choice': 1.25, 'acc_raw': 0.23214285714285715, 'acc_per_token': 0.21428571428571427, 'acc_per_char': 0.24107142857142858, 'acc_per_byte': 0.24107142857142858, 'acc_uncond': 0.21428571428571427, 'no_answer': 0.0, 'sum_logits_corr': -32.40431865198271, 'logits_per_token_corr': -5.885762684291323, 'logits_per_char_corr': -1.5163025178421499, 'bits_per_byte_corr': 2.1875621229798905, 'correct_prob': 0.00018784593598845118, 'correct_prob_per_token': 0.0077727828643025226, 'correct_prob_per_char': 0.26254331912582834, 'margin': 5.1817756144782634e-05, 'margin_per_token': -0.008798137384479921, 'margin_per_char': -0.05856168864694975, 'total_prob': 0.0004453468495542465, 'total_prob_per_token': 0.037338125179728295, 'total_prob_per_char': 1.0505226397686098, 'uncond_correct_prob': 0.0003481411239202995, 'uncond_correct_prob_per_token': 0.006587503539749758, 'uncond_correct_prob_per_char': 0.2525874698222797, 'uncond_total_prob': 0.0010513357296819538, 'norm_correct_prob': 0.2572530184866736, 'norm_correct_prob_per_token': 0.22965764584823015, 'norm_correct_prob_per_char': 0.25238043854665476, 'primary_metric': 0.23214285714285715}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.7678571428571428, 'predicted_index_per_token': 1.8214285714285714, 'predicted_index_per_char': 1.7321428571428572, 'predicted_index_per_byte': 1.7410714285714286, 'predicted_index_uncond': 1.7142857142857142, 'correct_choice': 1.25, 'acc_raw': 0.25, 'acc_per_token': 0.19642857142857142, 'acc_per_char': 0.21428571428571427, 'acc_per_byte': 0.21428571428571427, 'acc_uncond': 0.20535714285714285, 'no_answer': 0.0, 'sum_logits_corr': -32.91887333137648, 'logits_per_token_corr': -6.063512791335329, 'logits_per_char_corr': -1.5608099411903342, 'bits_per_byte_corr': 2.2517727619271075, 'correct_prob': 0.00038883041893531277, 'correct_prob_per_token': 0.006820519085748075, 'correct_prob_per_char': 0.2514221562793545, 'margin': -6.268197508493925e-06, 'margin_per_token': -0.010003520184278273, 'margin_per_char': -0.05721344674679182, 'total_prob': 0.0009849568399379698, 'total_prob_per_token': 0.03526261602121832, 'total_prob_per_char': 1.0122589236540225, 'uncond_correct_prob': 0.00021958536765554027, 'uncond_correct_prob_per_token': 0.004914246525107205, 'uncond_correct_prob_per_char': 0.2367542365862567, 'uncond_total_prob': 0.0005272310816045697, 'norm_correct_prob': 0.2667841115680005, 'norm_correct_prob_per_token': 0.22243203999381336, 'norm_correct_prob_per_char': 0.2496388096109203, 'primary_metric': 0.25}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.8839285714285714, 'predicted_index_per_token': 1.8928571428571428, 'predicted_index_per_char': 1.8303571428571428, 'predicted_index_per_byte': 1.8303571428571428, 'predicted_index_uncond': 1.7767857142857142, 'correct_choice': 1.25, 'acc_raw': 0.23214285714285715, 'acc_per_token': 0.19642857142857142, 'acc_per_char': 0.22321428571428573, 'acc_per_byte': 0.22321428571428573, 'acc_uncond': 0.22321428571428573, 'no_answer': 0.0, 'sum_logits_corr': -33.60038945930345, 'logits_per_token_corr': -6.342187319395229, 'logits_per_char_corr': -1.6169181022298293, 'bits_per_byte_corr': 2.332719727612244, 'correct_prob': 0.0005344393171375879, 'correct_prob_per_token': 0.007200336016662019, 'correct_prob_per_char': 0.24039797095177132, 'margin': 2.4680102501174355e-05, 'margin_per_token': -0.01017637854499708, 'margin_per_char': -0.06161485027787888, 'total_prob': 0.0013667130613315883, 'total_prob_per_token': 0.03574279052869616, 'total_prob_per_char': 0.9615891321679418, 'uncond_correct_prob': 4.8229643329623184e-05, 'uncond_correct_prob_per_token': 0.003635400616318963, 'uncond_correct_prob_per_char': 0.20195198107505571, 'uncond_total_prob': 0.00010644306731671067, 'norm_correct_prob': 0.24671642031187752, 'norm_correct_prob_per_token': 0.225147709120365, 'norm_correct_prob_per_char': 0.2508121415542785, 'primary_metric': 0.23214285714285715}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.8482142857142858, 'predicted_index_per_token': 1.8482142857142858, 'predicted_index_per_char': 1.8482142857142858, 'predicted_index_per_byte': 1.8482142857142858, 'predicted_index_uncond': 1.7321428571428572, 'correct_choice': 1.25, 'acc_raw': 0.24107142857142858, 'acc_per_token': 0.22321428571428573, 'acc_per_char': 0.21428571428571427, 'acc_per_byte': 0.21428571428571427, 'acc_uncond': 0.23214285714285715, 'no_answer': 0.0, 'sum_logits_corr': -32.63704497899328, 'logits_per_token_corr': -5.950276579646996, 'logits_per_char_corr': -1.5259837181619018, 'bits_per_byte_corr': 2.2015291426710593, 'correct_prob': 0.00043560921901598205, 'correct_prob_per_token': 0.007457958024222429, 'correct_prob_per_char': 0.25838466632229695, 'margin': 6.452204446870303e-05, 'margin_per_token': -0.010138024139649747, 'margin_per_char': -0.05892225691146007, 'total_prob': 0.0010216210008525705, 'total_prob_per_token': 0.03703191891796166, 'total_prob_per_char': 1.0375425159620089, 'uncond_correct_prob': 0.00033489706476483565, 'uncond_correct_prob_per_token': 0.00416687831616251, 'uncond_correct_prob_per_char': 0.2255605243973729, 'uncond_total_prob': 0.0009292267056154309, 'norm_correct_prob': 0.2609284268315744, 'norm_correct_prob_per_token': 0.22984312103893037, 'norm_correct_prob_per_char': 0.25249168592967114, 'primary_metric': 0.24107142857142858}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.5625, 'predicted_index_per_token': 1.4821428571428572, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.4375, 'correct_choice': 1.25, 'acc_raw': 0.2857142857142857, 'acc_per_token': 0.25, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.26785714285714285, 'acc_uncond': 0.20535714285714285, 'no_answer': 0.0, 'sum_logits_corr': -31.865859278610774, 'logits_per_token_corr': -5.731424436498742, 'logits_per_char_corr': -1.48169171909044, 'bits_per_byte_corr': 2.1376292952595564, 'correct_prob': 0.0004782018768313224, 'correct_prob_per_token': 0.008761250081945076, 'correct_prob_per_char': 0.27456786203002836, 'margin': 0.00017733499715135969, 'margin_per_token': -0.009600057898144523, 'margin_per_char': -0.06028113684889093, 'total_prob': 0.0009824934860459267, 'total_prob_per_token': 0.04245774382755304, 'total_prob_per_char': 1.1036218662754493, 'uncond_correct_prob': 0.00015161677477987067, 'uncond_correct_prob_per_token': 0.004581761230574682, 'uncond_correct_prob_per_char': 0.2331252619275253, 'uncond_total_prob': 0.0003653429628734186, 'norm_correct_prob': 0.24715709953746437, 'norm_correct_prob_per_token': 0.21773180492804942, 'norm_correct_prob_per_char': 0.2509135786925467, 'primary_metric': 0.2857142857142857}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.4910714285714286, 'predicted_index_per_token': 1.5089285714285714, 'predicted_index_per_char': 1.5803571428571428, 'predicted_index_per_byte': 1.5803571428571428, 'predicted_index_uncond': 1.2589285714285714, 'correct_choice': 1.25, 'acc_raw': 0.26785714285714285, 'acc_per_token': 0.24107142857142858, 'acc_per_char': 0.24107142857142858, 'acc_per_byte': 0.24107142857142858, 'acc_uncond': 0.29464285714285715, 'no_answer': 0.0, 'sum_logits_corr': -33.208289448704036, 'logits_per_token_corr': -6.293640637282828, 'logits_per_char_corr': -1.6276523228098871, 'bits_per_byte_corr': 2.3482059344109136, 'correct_prob': 0.00024644583444686835, 'correct_prob_per_token': 0.0070500475432919716, 'correct_prob_per_char': 0.24289252522404228, 'margin': 4.4557558985910376e-05, 'margin_per_token': -0.011860121921711961, 'margin_per_char': -0.06549562617290194, 'total_prob': 0.0005209514580994557, 'total_prob_per_token': 0.03697173618157594, 'total_prob_per_char': 0.9728978423260722, 'uncond_correct_prob': 0.00018614545219188704, 'uncond_correct_prob_per_token': 0.004306302029786559, 'uncond_correct_prob_per_char': 0.21094242748171954, 'uncond_total_prob': 0.0003713232817047727, 'norm_correct_prob': 0.26886497952389876, 'norm_correct_prob_per_token': 0.22886377243670722, 'norm_correct_prob_per_char': 0.2529907048342878, 'primary_metric': 0.26785714285714285}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.7053571428571428, 'predicted_index_per_token': 1.7946428571428572, 'predicted_index_per_char': 1.6160714285714286, 'predicted_index_per_byte': 1.6160714285714286, 'predicted_index_uncond': 1.4017857142857142, 'correct_choice': 1.25, 'acc_raw': 0.22321428571428573, 'acc_per_token': 0.16964285714285715, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.19642857142857142, 'no_answer': 0.0, 'sum_logits_corr': -33.50673191462244, 'logits_per_token_corr': -6.297366269242706, 'logits_per_char_corr': -1.6295949184314364, 'bits_per_byte_corr': 2.3510085074805773, 'correct_prob': 0.00021245541321720124, 'correct_prob_per_token': 0.006233559176065729, 'correct_prob_per_char': 0.23987457403439122, 'margin': 6.112570168504188e-05, 'margin_per_token': -0.008452845837631716, 'margin_per_char': -0.052164769116659, 'total_prob': 0.0004655035892332621, 'total_prob_per_token': 0.031965242863630984, 'total_prob_per_char': 0.9654610589042901, 'uncond_correct_prob': 0.0014063880064765955, 'uncond_correct_prob_per_token': 0.005274721070914473, 'uncond_correct_prob_per_char': 0.22740819279305483, 'uncond_total_prob': 0.004418528233814267, 'norm_correct_prob': 0.2735744052915436, 'norm_correct_prob_per_token': 0.22759837644045242, 'norm_correct_prob_per_char': 0.25057553171444863, 'primary_metric': 0.22321428571428573}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.2767857142857142, 'predicted_index_per_token': 1.25, 'predicted_index_per_char': 1.6339285714285714, 'predicted_index_per_byte': 1.6339285714285714, 'predicted_index_uncond': 1.3125, 'correct_choice': 1.25, 'acc_raw': 0.2767857142857143, 'acc_per_token': 0.24107142857142858, 'acc_per_char': 0.24107142857142858, 'acc_per_byte': 0.24107142857142858, 'acc_uncond': 0.21428571428571427, 'no_answer': 0.0, 'sum_logits_corr': -33.059103050402236, 'logits_per_token_corr': -6.199359931813851, 'logits_per_char_corr': -1.5980805214224196, 'bits_per_byte_corr': 2.30554284319903, 'correct_prob': 0.00020270594126165883, 'correct_prob_per_token': 0.006625740438163744, 'correct_prob_per_char': 0.24386740965411846, 'margin': 3.890732133941821e-05, 'margin_per_token': -0.008588078991439463, 'margin_per_char': -0.05039074490843947, 'total_prob': 0.0004670039402139687, 'total_prob_per_token': 0.033495155973691834, 'total_prob_per_char': 0.9834447856983457, 'uncond_correct_prob': 0.000139098236037966, 'uncond_correct_prob_per_token': 0.004661900819633004, 'uncond_correct_prob_per_char': 0.23176173329628758, 'uncond_total_prob': 0.00033802898879203586, 'norm_correct_prob': 0.2623579372677992, 'norm_correct_prob_per_token': 0.2224289853735772, 'norm_correct_prob_per_char': 0.2503249736629118, 'primary_metric': 0.2767857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.0892857142857142, 'predicted_index_per_token': 1.0982142857142858, 'predicted_index_per_char': 1.5892857142857142, 'predicted_index_per_byte': 1.5892857142857142, 'predicted_index_uncond': 1.0625, 'correct_choice': 1.25, 'acc_raw': 0.3392857142857143, 'acc_per_token': 0.2767857142857143, 'acc_per_char': 0.24107142857142858, 'acc_per_byte': 0.24107142857142858, 'acc_uncond': 0.23214285714285715, 'no_answer': 0.0, 'sum_logits_corr': -32.24327605111258, 'logits_per_token_corr': -5.997943913741578, 'logits_per_char_corr': -1.5397531384435144, 'bits_per_byte_corr': 2.221394217027272, 'correct_prob': 0.00028937250367810837, 'correct_prob_per_token': 0.008798536667076006, 'correct_prob_per_char': 0.2605864968804538, 'margin': 3.574345619007718e-05, 'margin_per_token': -0.010077863783125108, 'margin_per_char': -0.050571581925301486, 'total_prob': 0.0006992552278778719, 'total_prob_per_token': 0.04135707691671991, 'total_prob_per_char': 1.0348336336409838, 'uncond_correct_prob': 0.00020758932704203746, 'uncond_correct_prob_per_token': 0.004371674461429026, 'uncond_correct_prob_per_char': 0.22351196120831165, 'uncond_total_prob': 0.000489715993198244, 'norm_correct_prob': 0.28621571608888496, 'norm_correct_prob_per_token': 0.2361791261989811, 'norm_correct_prob_per_char': 0.2537826647366287, 'primary_metric': 0.3392857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.6785714285714286, 'predicted_index_per_token': 1.6696428571428572, 'predicted_index_per_char': 1.5892857142857142, 'predicted_index_per_byte': 1.5892857142857142, 'predicted_index_uncond': 1.7053571428571428, 'correct_choice': 1.25, 'acc_raw': 0.25, 'acc_per_token': 0.20535714285714285, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.17857142857142858, 'no_answer': 0.0, 'sum_logits_corr': -31.82544343812125, 'logits_per_token_corr': -5.888641625119837, 'logits_per_char_corr': -1.5276330751952245, 'bits_per_byte_corr': 2.2039086618836907, 'correct_prob': 0.0002623307009134227, 'correct_prob_per_token': 0.007880639985196473, 'correct_prob_per_char': 0.26375603591806723, 'margin': 8.205734580362467e-05, 'margin_per_token': -0.0096362670060354, 'margin_per_char': -0.05938126389609176, 'total_prob': 0.0005628002019229083, 'total_prob_per_token': 0.03887108650864716, 'total_prob_per_char': 1.0622438690280531, 'uncond_correct_prob': 0.0005448281672111388, 'uncond_correct_prob_per_token': 0.006243689926256927, 'uncond_correct_prob_per_char': 0.24838159942331356, 'uncond_total_prob': 0.001561995361857767, 'norm_correct_prob': 0.2641134325704624, 'norm_correct_prob_per_token': 0.2269936291350781, 'norm_correct_prob_per_char': 0.2500517097647242, 'primary_metric': 0.25}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5803571428571428, 'predicted_index_per_token': 1.4732142857142858, 'predicted_index_per_char': 1.5982142857142858, 'predicted_index_per_byte': 1.5982142857142858, 'predicted_index_uncond': 1.5178571428571428, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.25892857142857145, 'acc_per_char': 0.24107142857142858, 'acc_per_byte': 0.24107142857142858, 'acc_uncond': 0.22321428571428573, 'no_answer': 0.0, 'sum_logits_corr': -33.12347027659416, 'logits_per_token_corr': -6.157540125540221, 'logits_per_char_corr': -1.5926560275711268, 'bits_per_byte_corr': 2.297716952820431, 'correct_prob': 0.0001995590828890509, 'correct_prob_per_token': 0.006833453361540147, 'correct_prob_per_char': 0.24644166413956478, 'margin': 1.1830712218036633e-05, 'margin_per_token': -0.008662859145030389, 'margin_per_char': -0.056379221131035204, 'total_prob': 0.0005080152222891979, 'total_prob_per_token': 0.033436377147464384, 'total_prob_per_char': 0.9869177226930217, 'uncond_correct_prob': 0.00016044681554202285, 'uncond_correct_prob_per_token': 0.00448482297615152, 'uncond_correct_prob_per_char': 0.22821945068838387, 'uncond_total_prob': 0.0003873782003718508, 'norm_correct_prob': 0.2710195021614081, 'norm_correct_prob_per_token': 0.2272621068746423, 'norm_correct_prob_per_char': 0.25194890079697857, 'primary_metric': 0.29464285714285715}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.25, 'predicted_index_per_token': 1.2857142857142858, 'predicted_index_per_char': 1.5625, 'predicted_index_per_byte': 1.5625, 'predicted_index_uncond': 1.8660714285714286, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.25892857142857145, 'acc_per_char': 0.23214285714285715, 'acc_per_byte': 0.23214285714285715, 'acc_uncond': 0.1875, 'no_answer': 0.0, 'sum_logits_corr': -32.940747388771605, 'logits_per_token_corr': -6.25906412344345, 'logits_per_char_corr': -1.6221828104330978, 'bits_per_byte_corr': 2.340315096028833, 'correct_prob': 0.00022586927206038197, 'correct_prob_per_token': 0.007231971355552357, 'correct_prob_per_char': 0.2444210773032866, 'margin': 3.870719833925168e-05, 'margin_per_token': -0.0083576199855507, 'margin_per_char': -0.050891811141315905, 'total_prob': 0.00048614588987785766, 'total_prob_per_token': 0.03433041186833357, 'total_prob_per_char': 0.9713262456376098, 'uncond_correct_prob': 0.00015228602606097628, 'uncond_correct_prob_per_token': 0.004280733880671967, 'uncond_correct_prob_per_char': 0.22680965379495083, 'uncond_total_prob': 0.00031708914441010616, 'norm_correct_prob': 0.2793661749207021, 'norm_correct_prob_per_token': 0.2320926951683531, 'norm_correct_prob_per_char': 0.2517664162433154, 'primary_metric': 0.29464285714285715}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.4464285714285714, 'predicted_index_per_token': 1.5089285714285714, 'predicted_index_per_char': 1.5714285714285714, 'predicted_index_per_byte': 1.5714285714285714, 'predicted_index_uncond': 1.6428571428571428, 'correct_choice': 1.25, 'acc_raw': 0.26785714285714285, 'acc_per_token': 0.23214285714285715, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.26785714285714285, 'acc_uncond': 0.23214285714285715, 'no_answer': 0.0, 'sum_logits_corr': -31.546823186533793, 'logits_per_token_corr': -5.835276951307496, 'logits_per_char_corr': -1.514683621235852, 'bits_per_byte_corr': 2.18522654887427, 'correct_prob': 0.00014658363998050302, 'correct_prob_per_token': 0.008085502788799269, 'correct_prob_per_char': 0.26697748539733157, 'margin': 2.2845162814288912e-05, 'margin_per_token': -0.00878323469620341, 'margin_per_char': -0.052181245473488014, 'total_prob': 0.0003558552992913552, 'total_prob_per_token': 0.03860110071711343, 'total_prob_per_char': 1.068650686211975, 'uncond_correct_prob': 0.00035683264892428796, 'uncond_correct_prob_per_token': 0.005026211339411077, 'uncond_correct_prob_per_char': 0.23826573418533875, 'uncond_total_prob': 0.0010438700970697378, 'norm_correct_prob': 0.2765431696268514, 'norm_correct_prob_per_token': 0.23194510314006095, 'norm_correct_prob_per_char': 0.25172321170748113, 'primary_metric': 0.26785714285714285}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.5089285714285714, 'predicted_index_per_token': 1.4553571428571428, 'predicted_index_per_char': 1.5982142857142858, 'predicted_index_per_byte': 1.5982142857142858, 'predicted_index_uncond': 1.4196428571428572, 'correct_choice': 1.25, 'acc_raw': 0.3125, 'acc_per_token': 0.2767857142857143, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.25892857142857145, 'no_answer': 0.0, 'sum_logits_corr': -32.21052934867995, 'logits_per_token_corr': -5.9603777823229205, 'logits_per_char_corr': -1.5464228340702513, 'bits_per_byte_corr': 2.231016553832211, 'correct_prob': 0.00012028616919222843, 'correct_prob_per_token': 0.007613020537639521, 'correct_prob_per_char': 0.25920055336204323, 'margin': 1.6879343702102257e-06, 'margin_per_token': -0.008526940506404639, 'margin_per_char': -0.05606325266390021, 'total_prob': 0.0003132149905504869, 'total_prob_per_token': 0.03636922516380952, 'total_prob_per_char': 1.0408331054443505, 'uncond_correct_prob': 0.00018175409049493935, 'uncond_correct_prob_per_token': 0.005424839160732896, 'uncond_correct_prob_per_char': 0.23882322462156466, 'uncond_total_prob': 0.0004255594889524356, 'norm_correct_prob': 0.271545554212046, 'norm_correct_prob_per_token': 0.22380074764020025, 'norm_correct_prob_per_char': 0.2511740013181539, 'primary_metric': 0.3125}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.4642857142857142, 'predicted_index_per_token': 1.4732142857142858, 'predicted_index_per_char': 1.5446428571428572, 'predicted_index_per_byte': 1.5446428571428572, 'predicted_index_uncond': 1.4464285714285714, 'correct_choice': 1.25, 'acc_raw': 0.29464285714285715, 'acc_per_token': 0.25, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.26785714285714285, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -31.441963476794108, 'logits_per_token_corr': -5.903072463702043, 'logits_per_char_corr': -1.5339358850933473, 'bits_per_byte_corr': 2.2130016944673847, 'correct_prob': 0.0001681683631739716, 'correct_prob_per_token': 0.00875967353255445, 'correct_prob_per_char': 0.2651742695487717, 'margin': 2.368615367214566e-05, 'margin_per_token': -0.008886348937206768, 'margin_per_char': -0.054615550183832594, 'total_prob': 0.00037601804662293575, 'total_prob_per_token': 0.03979905981214209, 'total_prob_per_char': 1.0519188640212558, 'uncond_correct_prob': 0.00012607500400152374, 'uncond_correct_prob_per_token': 0.004736910671599757, 'uncond_correct_prob_per_char': 0.23321380166026606, 'uncond_total_prob': 0.00029744833382001326, 'norm_correct_prob': 0.2838352820212403, 'norm_correct_prob_per_token': 0.23434656385023017, 'norm_correct_prob_per_char': 0.25299276173455226, 'primary_metric': 0.29464285714285715}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.6160714285714286, 'predicted_index_per_token': 1.6428571428571428, 'predicted_index_per_char': 1.5446428571428572, 'predicted_index_per_byte': 1.5446428571428572, 'predicted_index_uncond': 1.6071428571428572, 'correct_choice': 1.25, 'acc_raw': 0.2767857142857143, 'acc_per_token': 0.25, 'acc_per_char': 0.26785714285714285, 'acc_per_byte': 0.26785714285714285, 'acc_uncond': 0.25892857142857145, 'no_answer': 0.0, 'sum_logits_corr': -31.368709283215658, 'logits_per_token_corr': -5.762578136944695, 'logits_per_char_corr': -1.497184539836246, 'bits_per_byte_corr': 2.1599807109189286, 'correct_prob': 0.00015529728608091063, 'correct_prob_per_token': 0.008478691365346515, 'correct_prob_per_char': 0.2717503663671792, 'margin': 4.130432818714252e-05, 'margin_per_token': -0.008997997642720195, 'margin_per_char': -0.05672579627115243, 'total_prob': 0.0003463061723272052, 'total_prob_per_token': 0.04036879677991999, 'total_prob_per_char': 1.0893100993120306, 'uncond_correct_prob': 0.0006742074627064293, 'uncond_correct_prob_per_token': 0.005623402325029411, 'uncond_correct_prob_per_char': 0.24100195822174905, 'uncond_total_prob': 0.001955173504711464, 'norm_correct_prob': 0.2741204951409545, 'norm_correct_prob_per_token': 0.2323919222906651, 'norm_correct_prob_per_char': 0.2522699478267825, 'primary_metric': 0.2767857142857143}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.5982142857142858, 'predicted_index_per_token': 1.5714285714285714, 'predicted_index_per_char': 1.5535714285714286, 'predicted_index_per_byte': 1.5535714285714286, 'predicted_index_uncond': 1.5803571428571428, 'correct_choice': 1.25, 'acc_raw': 0.2857142857142857, 'acc_per_token': 0.2767857142857143, 'acc_per_char': 0.24107142857142858, 'acc_per_byte': 0.24107142857142858, 'acc_uncond': 0.20535714285714285, 'no_answer': 0.0, 'sum_logits_corr': -32.39544091480119, 'logits_per_token_corr': -6.053406681180846, 'logits_per_char_corr': -1.5723065442797093, 'bits_per_byte_corr': 2.2683588541912294, 'correct_prob': 0.00013821873189909855, 'correct_prob_per_token': 0.007285666655347278, 'correct_prob_per_char': 0.2538796072557676, 'margin': 4.201792407320286e-06, 'margin_per_token': -0.008288654958488203, 'margin_per_char': -0.056583391060305264, 'total_prob': 0.00035089986699949303, 'total_prob_per_token': 0.03477204888602784, 'total_prob_per_char': 1.0191562047080143, 'uncond_correct_prob': 0.00020826785915850063, 'uncond_correct_prob_per_token': 0.005082857446922586, 'uncond_correct_prob_per_char': 0.23395698331961737, 'uncond_total_prob': 0.00047496669225535276, 'norm_correct_prob': 0.2620296805383449, 'norm_correct_prob_per_token': 0.22383640090485027, 'norm_correct_prob_per_char': 0.2504489371665789, 'primary_metric': 0.2857142857142857}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.4821428571428572, 'predicted_index_per_token': 1.4821428571428572, 'predicted_index_per_char': 1.5178571428571428, 'predicted_index_per_byte': 1.5178571428571428, 'predicted_index_uncond': 1.3125, 'correct_choice': 1.25, 'acc_raw': 0.2857142857142857, 'acc_per_token': 0.21428571428571427, 'acc_per_char': 0.25892857142857145, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -31.671624792473658, 'logits_per_token_corr': -5.92774227663587, 'logits_per_char_corr': -1.5347877430327403, 'bits_per_byte_corr': 2.21423066569209, 'correct_prob': 0.000215366423473556, 'correct_prob_per_token': 0.00867284213484651, 'correct_prob_per_char': 0.2630857506563209, 'margin': 3.896626813424081e-05, 'margin_per_token': -0.009128229643238199, 'margin_per_char': -0.056279495517785334, 'total_prob': 0.0004670930429897455, 'total_prob_per_token': 0.03972826584842808, 'total_prob_per_char': 1.0455036383406768, 'uncond_correct_prob': 0.00012584746316469182, 'uncond_correct_prob_per_token': 0.00505134023792843, 'uncond_correct_prob_per_char': 0.238744601269348, 'uncond_total_prob': 0.00029196562727367207, 'norm_correct_prob': 0.282717341650874, 'norm_correct_prob_per_token': 0.23313094400640963, 'norm_correct_prob_per_char': 0.2529050525375173, 'primary_metric': 0.2857142857142857}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5803571428571428, 'predicted_index_per_token': 1.5714285714285714, 'predicted_index_per_char': 1.5535714285714286, 'predicted_index_per_byte': 1.5535714285714286, 'predicted_index_uncond': 1.6071428571428572, 'correct_choice': 1.25, 'acc_raw': 0.25, 'acc_per_token': 0.23214285714285715, 'acc_per_char': 0.2767857142857143, 'acc_per_byte': 0.2767857142857143, 'acc_uncond': 0.24107142857142858, 'no_answer': 0.0, 'sum_logits_corr': -31.390477423157012, 'logits_per_token_corr': -5.788517131695782, 'logits_per_char_corr': -1.5033145298430257, 'bits_per_byte_corr': 2.1688244171024147, 'correct_prob': 0.00014025500331506314, 'correct_prob_per_token': 0.008489117647401788, 'correct_prob_per_char': 0.27058288548864723, 'margin': 3.529264190399263e-05, 'margin_per_token': -0.009084818441074049, 'margin_per_char': -0.05574149874117073, 'total_prob': 0.00031592254751904703, 'total_prob_per_token': 0.040564135947332, 'total_prob_per_char': 1.0850282106357965, 'uncond_correct_prob': 0.0006590182330837651, 'uncond_correct_prob_per_token': 0.0054880453516347365, 'uncond_correct_prob_per_char': 0.2398170269243076, 'uncond_total_prob': 0.001974687025163808, 'norm_correct_prob': 0.27480890968132726, 'norm_correct_prob_per_token': 0.23194220068825544, 'norm_correct_prob_per_char': 0.25210513921888383, 'primary_metric': 0.25}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5714285714285714, 'predicted_index_per_token': 1.5089285714285714, 'predicted_index_per_char': 1.5892857142857142, 'predicted_index_per_byte': 1.5892857142857142, 'predicted_index_uncond': 1.7678571428571428, 'correct_choice': 1.25, 'acc_raw': 0.2857142857142857, 'acc_per_token': 0.2767857142857143, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.19642857142857142, 'no_answer': 0.0, 'sum_logits_corr': -32.35133586611067, 'logits_per_token_corr': -6.039394784231187, 'logits_per_char_corr': -1.5692626688381064, 'bits_per_byte_corr': 2.263967470186542, 'correct_prob': 0.00013001344214417894, 'correct_prob_per_token': 0.007344609101038582, 'correct_prob_per_char': 0.2547827362286725, 'margin': 5.030829081293564e-06, 'margin_per_token': -0.00830316544036336, 'margin_per_char': -0.05765305214544975, 'total_prob': 0.0003320794423022042, 'total_prob_per_token': 0.03502908360438747, 'total_prob_per_char': 1.0230626636449818, 'uncond_correct_prob': 0.00022183484620752163, 'uncond_correct_prob_per_token': 0.005122780379047458, 'uncond_correct_prob_per_char': 0.23322622470180884, 'uncond_total_prob': 0.0005090848862154362, 'norm_correct_prob': 0.26132309854084573, 'norm_correct_prob_per_token': 0.22347587572502875, 'norm_correct_prob_per_char': 0.25034494719819717, 'primary_metric': 0.2857142857142857}
|
10M
|
DCLM-Baseline
|
mmlu_machine_learning
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.4821428571428572, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.5178571428571428, 'predicted_index_per_byte': 1.5178571428571428, 'predicted_index_uncond': 1.2857142857142858, 'correct_choice': 1.25, 'acc_raw': 0.2857142857142857, 'acc_per_token': 0.22321428571428573, 'acc_per_char': 0.25892857142857145, 'acc_per_byte': 0.25892857142857145, 'acc_uncond': 0.26785714285714285, 'no_answer': 0.0, 'sum_logits_corr': -31.7032693198749, 'logits_per_token_corr': -5.9280262584831815, 'logits_per_char_corr': -1.5354508253101866, 'bits_per_byte_corr': 2.2151872912054635, 'correct_prob': 0.0002145605990130001, 'correct_prob_per_token': 0.008736222986558836, 'correct_prob_per_char': 0.26342035379762824, 'margin': 3.637342064811807e-05, 'margin_per_token': -0.009134221080765925, 'margin_per_char': -0.056785852145996754, 'total_prob': 0.00046775891190465105, 'total_prob_per_token': 0.039834125587618875, 'total_prob_per_char': 1.0464740741483676, 'uncond_correct_prob': 0.00012022876996210517, 'uncond_correct_prob_per_token': 0.004999604378725147, 'uncond_correct_prob_per_char': 0.2372339971186297, 'uncond_total_prob': 0.0002836307846247195, 'norm_correct_prob': 0.28205853670877007, 'norm_correct_prob_per_token': 0.2330586262741164, 'norm_correct_prob_per_char': 0.25287348606490934, 'primary_metric': 0.2857142857142857}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.6019417475728155, 'predicted_index_per_token': 1.5631067961165048, 'predicted_index_per_char': 1.4271844660194175, 'predicted_index_per_byte': 1.4271844660194175, 'predicted_index_uncond': 1.4660194174757282, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2524271844660194, 'acc_per_token': 0.22330097087378642, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.1941747572815534, 'no_answer': 0.0, 'sum_logits_corr': -48.38131815715901, 'logits_per_token_corr': -10.869894275497744, 'logits_per_char_corr': -1.9731247686857647, 'bits_per_byte_corr': 2.84661731884018, 'correct_prob': 1.5708187123326e-06, 'correct_prob_per_token': 1.9170004635291108e-05, 'correct_prob_per_char': 0.16612108941580692, 'margin': -1.8610723051735226e-06, 'margin_per_token': -1.8614545948416095e-06, 'margin_per_char': -0.062233338089051, 'total_prob': 6.474022846881053e-06, 'total_prob_per_token': 7.65636844740366e-05, 'total_prob_per_char': 0.6781220677282506, 'uncond_correct_prob': 1.4842915528165599e-06, 'uncond_correct_prob_per_token': 1.9588163824105963e-05, 'uncond_correct_prob_per_char': 0.16658099994730197, 'uncond_total_prob': 6.271373807058429e-06, 'norm_correct_prob': 0.23718744941204928, 'norm_correct_prob_per_token': 0.2505843915132959, 'norm_correct_prob_per_char': 0.25249266807664617, 'primary_metric': 0.2524271844660194}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5048543689320388, 'predicted_index_per_token': 1.5436893203883495, 'predicted_index_per_char': 1.4660194174757282, 'predicted_index_per_byte': 1.4660194174757282, 'predicted_index_uncond': 1.4854368932038835, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.2621359223300971, 'acc_per_token': 0.2815533980582524, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.22330097087378642, 'no_answer': 0.0, 'sum_logits_corr': -48.29600354537223, 'logits_per_token_corr': -10.854415210314762, 'logits_per_char_corr': -1.9708628490630542, 'bits_per_byte_corr': 2.8433540586176056, 'correct_prob': 1.495919405083338e-06, 'correct_prob_per_token': 1.9491139844021576e-05, 'correct_prob_per_char': 0.16657319049422895, 'margin': -1.8060477802635374e-06, 'margin_per_token': -2.2066421354458526e-06, 'margin_per_char': -0.061715457822586035, 'total_prob': 6.149731790428668e-06, 'total_prob_per_token': 7.762913704598709e-05, 'total_prob_per_char': 0.679206297349928, 'uncond_correct_prob': 1.5894527553963325e-06, 'uncond_correct_prob_per_token': 1.9720195340975523e-05, 'uncond_correct_prob_per_char': 0.1667226629893102, 'uncond_total_prob': 6.080468357333581e-06, 'norm_correct_prob': 0.23534083128373534, 'norm_correct_prob_per_token': 0.25123021249608957, 'norm_correct_prob_per_char': 0.25246529435803944, 'primary_metric': 0.2621359223300971}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4854368932038835, 'predicted_index_per_token': 1.1941747572815533, 'predicted_index_per_char': 1.4368932038834952, 'predicted_index_per_byte': 1.4368932038834952, 'predicted_index_uncond': 1.4174757281553398, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.20388349514563106, 'acc_per_token': 0.18446601941747573, 'acc_per_char': 0.2815533980582524, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -48.36635989587284, 'logits_per_token_corr': -10.875004339883453, 'logits_per_char_corr': -1.974917038313911, 'bits_per_byte_corr': 2.8492030173446454, 'correct_prob': 1.4335120160331671e-06, 'correct_prob_per_token': 1.9147021432404067e-05, 'correct_prob_per_char': 0.16612245926857327, 'margin': -1.6698942215540796e-06, 'margin_per_token': -2.236575062999735e-06, 'margin_per_char': -0.06237644439044415, 'total_prob': 5.808697887296975e-06, 'total_prob_per_token': 7.639283857885194e-05, 'total_prob_per_char': 0.6774775612568065, 'uncond_correct_prob': 1.6297851411923845e-06, 'uncond_correct_prob_per_token': 1.979147705272812e-05, 'uncond_correct_prob_per_char': 0.16696403600591897, 'uncond_total_prob': 6.9466514927601195e-06, 'norm_correct_prob': 0.2337107246893467, 'norm_correct_prob_per_token': 0.2507096517530659, 'norm_correct_prob_per_char': 0.25221922525008444, 'primary_metric': 0.20388349514563106}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.6019417475728155, 'predicted_index_per_token': 1.5436893203883495, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.5145631067961165, 'predicted_index_uncond': 1.4563106796116505, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.21359223300970873, 'acc_per_char': 0.22330097087378642, 'acc_per_byte': 0.22330097087378642, 'acc_uncond': 0.22330097087378642, 'no_answer': 0.0, 'sum_logits_corr': -26.64773964187474, 'logits_per_token_corr': -6.858641235572649, 'logits_per_char_corr': -1.1919334744387606, 'bits_per_byte_corr': 1.7195965126435877, 'correct_prob': 1.4945871671378229e-05, 'correct_prob_per_token': 0.003923045124715741, 'correct_prob_per_char': 0.326418515549757, 'margin': -3.2509353463651214e-05, 'margin_per_token': -0.0018688904370490823, 'margin_per_char': -0.05714919325136704, 'total_prob': 7.347322420052844e-05, 'total_prob_per_token': 0.012983084658180525, 'total_prob_per_char': 1.2876089870993448, 'uncond_correct_prob': 1.8012771617992165e-06, 'uncond_correct_prob_per_token': 0.002787231409527253, 'uncond_correct_prob_per_char': 0.2990232477811774, 'uncond_total_prob': 3.539162697689549e-05, 'norm_correct_prob': 0.22813829974218702, 'norm_correct_prob_per_token': 0.27963032798865917, 'norm_correct_prob_per_char': 0.25786517855696767, 'primary_metric': 0.21359223300970873}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.5339805825242718, 'predicted_index_per_token': 1.5145631067961165, 'predicted_index_per_char': 1.5242718446601942, 'predicted_index_per_byte': 1.5242718446601942, 'predicted_index_uncond': 1.4368932038834952, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.18446601941747573, 'acc_per_token': 0.27184466019417475, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.2524271844660194, 'no_answer': 0.0, 'sum_logits_corr': -26.677369043665024, 'logits_per_token_corr': -6.893498862952868, 'logits_per_char_corr': -1.1934893008486525, 'bits_per_byte_corr': 1.7218410956896237, 'correct_prob': 1.0409302910746758e-05, 'correct_prob_per_token': 0.0044087745014403075, 'correct_prob_per_char': 0.32692611235844365, 'margin': -2.167659145477481e-05, 'margin_per_token': -0.0015740236373879603, 'margin_per_char': -0.06270852406573334, 'total_prob': 5.321527539550004e-05, 'total_prob_per_token': 0.01383964014547561, 'total_prob_per_char': 1.3056195929268282, 'uncond_correct_prob': 1.838833010275268e-06, 'uncond_correct_prob_per_token': 0.001998128356754449, 'uncond_correct_prob_per_char': 0.27163682679323, 'uncond_total_prob': 2.432503631434735e-05, 'norm_correct_prob': 0.19474123667255222, 'norm_correct_prob_per_token': 0.27976166724239654, 'norm_correct_prob_per_char': 0.255035420698318, 'primary_metric': 0.18446601941747573}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.4951456310679612, 'predicted_index_per_token': 1.3300970873786409, 'predicted_index_per_char': 1.4563106796116505, 'predicted_index_per_byte': 1.4563106796116505, 'predicted_index_uncond': 1.3009708737864079, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.1941747572815534, 'acc_per_token': 0.23300970873786409, 'acc_per_char': 0.23300970873786409, 'acc_per_byte': 0.23300970873786409, 'acc_uncond': 0.2912621359223301, 'no_answer': 0.0, 'sum_logits_corr': -28.115748525823204, 'logits_per_token_corr': -7.458499682500604, 'logits_per_char_corr': -1.2904700031523229, 'bits_per_byte_corr': 1.8617546739651587, 'correct_prob': 4.077085317251808e-06, 'correct_prob_per_token': 0.0033201226913802274, 'correct_prob_per_char': 0.30072759474678584, 'margin': -4.1708582107888485e-06, 'margin_per_token': -0.0013743531798739255, 'margin_per_char': -0.062333983855081716, 'total_prob': 1.60703447549568e-05, 'total_prob_per_token': 0.010730354128930253, 'total_prob_per_char': 1.2020621451415971, 'uncond_correct_prob': 1.631213964452413e-06, 'uncond_correct_prob_per_token': 0.0022825955339697496, 'uncond_correct_prob_per_char': 0.2818405184326, 'uncond_total_prob': 3.692393956981845e-05, 'norm_correct_prob': 0.1967899136410317, 'norm_correct_prob_per_token': 0.27155781911890164, 'norm_correct_prob_per_char': 0.2537140470300985, 'primary_metric': 0.1941747572815534}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.4757281553398058, 'predicted_index_per_token': 1.4271844660194175, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.5145631067961165, 'predicted_index_uncond': 1.3592233009708738, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.2524271844660194, 'acc_per_char': 0.23300970873786409, 'acc_per_byte': 0.23300970873786409, 'acc_uncond': 0.27184466019417475, 'no_answer': 0.0, 'sum_logits_corr': -26.38104898026846, 'logits_per_token_corr': -6.851294278591471, 'logits_per_char_corr': -1.184159278520998, 'bits_per_byte_corr': 1.7083807187461242, 'correct_prob': 6.8753814917543304e-06, 'correct_prob_per_token': 0.004494661423172709, 'correct_prob_per_char': 0.3290700127770617, 'margin': -3.160200685079149e-05, 'margin_per_token': -0.002091641355941714, 'margin_per_char': -0.0657664075261061, 'total_prob': 5.9172076841431366e-05, 'total_prob_per_token': 0.014648924635507148, 'total_prob_per_char': 1.3107016219877428, 'uncond_correct_prob': 4.315654335415435e-06, 'uncond_correct_prob_per_token': 0.0030225825385625784, 'uncond_correct_prob_per_char': 0.30365969982060015, 'uncond_total_prob': 5.4233501025766076e-05, 'norm_correct_prob': 0.21340177493969978, 'norm_correct_prob_per_token': 0.2809021597322888, 'norm_correct_prob_per_char': 0.25495379188801326, 'primary_metric': 0.22330097087378642}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.5436893203883495, 'predicted_index_per_token': 1.5339805825242718, 'predicted_index_per_char': 1.5728155339805825, 'predicted_index_per_byte': 1.5728155339805825, 'predicted_index_uncond': 1.4563106796116505, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.24271844660194175, 'acc_per_char': 0.2815533980582524, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.24271844660194175, 'no_answer': 0.0, 'sum_logits_corr': -26.999128100941483, 'logits_per_token_corr': -7.001888705059072, 'logits_per_char_corr': -1.2116619665509716, 'bits_per_byte_corr': 1.7480587103781116, 'correct_prob': 4.8023349593494215e-06, 'correct_prob_per_token': 0.004172966222901229, 'correct_prob_per_char': 0.3212662873278922, 'margin': -5.021790335865355e-05, 'margin_per_token': -0.0012987550238042456, 'margin_per_char': -0.0589852587428357, 'total_prob': 7.753996723694213e-05, 'total_prob_per_token': 0.012750508504529415, 'total_prob_per_char': 1.2678720945003965, 'uncond_correct_prob': 2.2543667864979075e-06, 'uncond_correct_prob_per_token': 0.0028306359183989755, 'uncond_correct_prob_per_char': 0.2934784051770893, 'uncond_total_prob': 6.0071705146431874e-05, 'norm_correct_prob': 0.23364913140435575, 'norm_correct_prob_per_token': 0.283034657385934, 'norm_correct_prob_per_char': 0.25692403159483845, 'primary_metric': 0.23300970873786409}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.5048543689320388, 'predicted_index_per_token': 1.3398058252427185, 'predicted_index_per_char': 1.4951456310679612, 'predicted_index_per_byte': 1.4951456310679612, 'predicted_index_uncond': 1.4271844660194175, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.2815533980582524, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -26.62936303222064, 'logits_per_token_corr': -6.918803243974999, 'logits_per_char_corr': -1.1992510881178156, 'bits_per_byte_corr': 1.7301535976095082, 'correct_prob': 3.33239645905598e-06, 'correct_prob_per_token': 0.004080197626532761, 'correct_prob_per_char': 0.32561924508768, 'margin': -1.4378735522736921e-05, 'margin_per_token': -0.0020602829000590625, 'margin_per_char': -0.05983688449633146, 'total_prob': 2.624573902691997e-05, 'total_prob_per_token': 0.013850523952584378, 'total_prob_per_char': 1.2941983513631337, 'uncond_correct_prob': 6.039922635890969e-07, 'uncond_correct_prob_per_token': 0.001991840863542414, 'uncond_correct_prob_per_char': 0.27673683110231534, 'uncond_total_prob': 1.8564590267204937e-05, 'norm_correct_prob': 0.2236990545851924, 'norm_correct_prob_per_token': 0.2875062191775023, 'norm_correct_prob_per_char': 0.25677904396892476, 'primary_metric': 0.22330097087378642}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5825242718446602, 'predicted_index_per_token': 1.4951456310679612, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.5145631067961165, 'predicted_index_uncond': 1.3398058252427185, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.1941747572815534, 'acc_per_token': 0.2524271844660194, 'acc_per_char': 0.2815533980582524, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -25.88053107493132, 'logits_per_token_corr': -6.651200595100389, 'logits_per_char_corr': -1.1496729461027515, 'bits_per_byte_corr': 1.6586274579878362, 'correct_prob': 1.1157540180465688e-05, 'correct_prob_per_token': 0.00481198881364293, 'correct_prob_per_char': 0.33829131043409044, 'margin': -3.542916279497771e-05, 'margin_per_token': -0.0025783321476898382, 'margin_per_char': -0.0650676275765075, 'total_prob': 7.968227465792001e-05, 'total_prob_per_token': 0.016293097981205193, 'total_prob_per_char': 1.3531587276800474, 'uncond_correct_prob': 1.512688477627359e-06, 'uncond_correct_prob_per_token': 0.002814458047237058, 'uncond_correct_prob_per_char': 0.29524400127929634, 'uncond_total_prob': 3.29267896881252e-05, 'norm_correct_prob': 0.1908649466798659, 'norm_correct_prob_per_token': 0.2750716336932645, 'norm_correct_prob_per_char': 0.2545982510589297, 'primary_metric': 0.1941747572815534}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.6116504854368932, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.5533980582524272, 'predicted_index_per_byte': 1.5533980582524272, 'predicted_index_uncond': 1.5339805825242718, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.24271844660194175, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.27184466019417475, 'no_answer': 0.0, 'sum_logits_corr': -26.53964523204322, 'logits_per_token_corr': -6.903497438458936, 'logits_per_char_corr': -1.1993229466069242, 'bits_per_byte_corr': 1.7302572674953918, 'correct_prob': 9.291946666334473e-06, 'correct_prob_per_token': 0.004538044631224164, 'correct_prob_per_char': 0.3275194874758811, 'margin': -1.3146009576887085e-05, 'margin_per_token': -0.0016699776337722816, 'margin_per_char': -0.06226785835517353, 'total_prob': 4.0620437441715704e-05, 'total_prob_per_token': 0.01413197262616291, 'total_prob_per_char': 1.298993494797296, 'uncond_correct_prob': 2.4235975610595336e-06, 'uncond_correct_prob_per_token': 0.003003274793319703, 'uncond_correct_prob_per_char': 0.29825315417829096, 'uncond_total_prob': 5.997238165174188e-05, 'norm_correct_prob': 0.22171037570436294, 'norm_correct_prob_per_token': 0.2701737018586587, 'norm_correct_prob_per_char': 0.2555180380536699, 'primary_metric': 0.21359223300970873}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5048543689320388, 'predicted_index_per_token': 1.3689320388349515, 'predicted_index_per_char': 1.4174757281553398, 'predicted_index_per_byte': 1.4174757281553398, 'predicted_index_uncond': 1.4466019417475728, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.17475728155339806, 'acc_per_token': 0.2621359223300971, 'acc_per_char': 0.2524271844660194, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -26.219500050961393, 'logits_per_token_corr': -6.788501623767038, 'logits_per_char_corr': -1.17862361689115, 'bits_per_byte_corr': 1.7003944471646972, 'correct_prob': 8.92090768042111e-06, 'correct_prob_per_token': 0.004672593466383774, 'correct_prob_per_char': 0.33271035695119944, 'margin': -3.3349371890947266e-05, 'margin_per_token': -0.0023686928236394014, 'margin_per_char': -0.07013711130752333, 'total_prob': 6.530032323037281e-05, 'total_prob_per_token': 0.015561049073416945, 'total_prob_per_char': 1.3311712694993467, 'uncond_correct_prob': 8.32328154170528e-07, 'uncond_correct_prob_per_token': 0.0024191579605007956, 'uncond_correct_prob_per_char': 0.2810587852406507, 'uncond_total_prob': 3.3172308862669964e-05, 'norm_correct_prob': 0.18871431533918884, 'norm_correct_prob_per_token': 0.2729044947122275, 'norm_correct_prob_per_char': 0.2547361151903724, 'primary_metric': 0.17475728155339806}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5242718446601942, 'predicted_index_per_token': 1.4174757281553398, 'predicted_index_per_char': 1.4077669902912622, 'predicted_index_per_byte': 1.4077669902912622, 'predicted_index_uncond': 1.3009708737864079, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.2524271844660194, 'acc_per_char': 0.24271844660194175, 'acc_per_byte': 0.24271844660194175, 'acc_uncond': 0.22330097087378642, 'no_answer': 0.0, 'sum_logits_corr': -26.11783635963514, 'logits_per_token_corr': -6.7488377607814, 'logits_per_char_corr': -1.1690750097758662, 'bits_per_byte_corr': 1.6866187190320703, 'correct_prob': 1.467511414337387e-05, 'correct_prob_per_token': 0.004970871059047493, 'correct_prob_per_char': 0.3345802105936057, 'margin': -4.881676127839698e-05, 'margin_per_token': -0.0015169410049113354, 'margin_per_char': -0.06121234107743599, 'total_prob': 9.391687926910962e-05, 'total_prob_per_token': 0.015396966905951687, 'total_prob_per_char': 1.328960049049067, 'uncond_correct_prob': 2.110821137782671e-06, 'uncond_correct_prob_per_token': 0.003067727002265205, 'uncond_correct_prob_per_char': 0.30186766559442607, 'uncond_total_prob': 4.0803990971969775e-05, 'norm_correct_prob': 0.21519296649243577, 'norm_correct_prob_per_token': 0.27523639209250395, 'norm_correct_prob_per_char': 0.2545275711479915, 'primary_metric': 0.21359223300970873}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5533980582524272, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.5728155339805825, 'predicted_index_per_byte': 1.5728155339805825, 'predicted_index_uncond': 1.4563106796116505, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.20388349514563106, 'acc_per_token': 0.2524271844660194, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.2621359223300971, 'no_answer': 0.0, 'sum_logits_corr': -25.870843655854753, 'logits_per_token_corr': -6.633559993408381, 'logits_per_char_corr': -1.1589873557238204, 'bits_per_byte_corr': 1.67206531055697, 'correct_prob': 1.1484274120610299e-05, 'correct_prob_per_token': 0.005029079044450823, 'correct_prob_per_char': 0.34020994042434577, 'margin': -3.2804759156609036e-05, 'margin_per_token': -0.002548620956721826, 'margin_per_char': -0.0671559555210229, 'total_prob': 6.823989153385692e-05, 'total_prob_per_token': 0.01678877288383192, 'total_prob_per_char': 1.3579676141850574, 'uncond_correct_prob': 4.270840250867177e-06, 'uncond_correct_prob_per_token': 0.0034029227149262316, 'uncond_correct_prob_per_char': 0.30594148669837146, 'uncond_total_prob': 5.750871504980349e-05, 'norm_correct_prob': 0.2115437765633376, 'norm_correct_prob_per_token': 0.2636615577961877, 'norm_correct_prob_per_char': 0.2541847102252204, 'primary_metric': 0.20388349514563106}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.6213592233009708, 'predicted_index_per_token': 1.4563106796116505, 'predicted_index_per_char': 1.6310679611650485, 'predicted_index_per_byte': 1.6310679611650485, 'predicted_index_uncond': 1.6019417475728155, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.17475728155339806, 'acc_per_token': 0.22330097087378642, 'acc_per_char': 0.2815533980582524, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -25.80093913402372, 'logits_per_token_corr': -6.671694988162462, 'logits_per_char_corr': -1.1533370594040477, 'bits_per_byte_corr': 1.6639136560768748, 'correct_prob': 7.232585508881131e-06, 'correct_prob_per_token': 0.004857852556085399, 'correct_prob_per_char': 0.33721079905715273, 'margin': -3.76350490794177e-05, 'margin_per_token': -0.002817955561105885, 'margin_per_char': -0.06600881257792408, 'total_prob': 6.536796108177356e-05, 'total_prob_per_token': 0.016947574208369322, 'total_prob_per_char': 1.3601681481094337, 'uncond_correct_prob': 1.8949866362612875e-06, 'uncond_correct_prob_per_token': 0.0034417839994874827, 'uncond_correct_prob_per_char': 0.30288449264292455, 'uncond_total_prob': 4.0209148330544754e-05, 'norm_correct_prob': 0.18952058509664613, 'norm_correct_prob_per_token': 0.26847740889620364, 'norm_correct_prob_per_char': 0.2519604369333969, 'primary_metric': 0.17475728155339806}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.5631067961165048, 'predicted_index_per_token': 1.4466019417475728, 'predicted_index_per_char': 1.4951456310679612, 'predicted_index_per_byte': 1.4951456310679612, 'predicted_index_uncond': 1.4951456310679612, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.30097087378640774, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.2524271844660194, 'no_answer': 0.0, 'sum_logits_corr': -25.589679690240658, 'logits_per_token_corr': -6.612844575748014, 'logits_per_char_corr': -1.136755147033398, 'bits_per_byte_corr': 1.639991013331266, 'correct_prob': 4.924281071425656e-06, 'correct_prob_per_token': 0.005187240507693881, 'correct_prob_per_char': 0.341732866384014, 'margin': -2.0873513685263015e-05, 'margin_per_token': -0.0019717658690161653, 'margin_per_char': -0.0530056877949838, 'total_prob': 4.418041523778585e-05, 'total_prob_per_token': 0.016629482020454715, 'total_prob_per_char': 1.339510385135587, 'uncond_correct_prob': 2.984651022054244e-06, 'uncond_correct_prob_per_token': 0.003414861132733615, 'uncond_correct_prob_per_char': 0.30478778099970394, 'uncond_total_prob': 0.00014802196643560144, 'norm_correct_prob': 0.22539412969670575, 'norm_correct_prob_per_token': 0.3052519397677267, 'norm_correct_prob_per_char': 0.259491377244423, 'primary_metric': 0.22330097087378642}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 8,750 |
small aux 3
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.5339805825242718, 'predicted_index_per_token': 1.5339805825242718, 'predicted_index_per_char': 1.4854368932038835, 'predicted_index_per_byte': 1.4854368932038835, 'predicted_index_uncond': 1.5922330097087378, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.2621359223300971, 'acc_per_char': 0.23300970873786409, 'acc_per_byte': 0.23300970873786409, 'acc_uncond': 0.24271844660194175, 'no_answer': 0.0, 'sum_logits_corr': -25.179361334124817, 'logits_per_token_corr': -6.451855144383498, 'logits_per_char_corr': -1.1252919798854444, 'bits_per_byte_corr': 1.6234531589340202, 'correct_prob': 2.3959323236199416e-05, 'correct_prob_per_token': 0.005836422820594626, 'correct_prob_per_char': 0.34994073652704455, 'margin': -2.0355320257092815e-05, 'margin_per_token': -0.002828649985105782, 'margin_per_char': -0.06902798759234549, 'total_prob': 8.553839879595568e-05, 'total_prob_per_token': 0.01967416478788971, 'total_prob_per_char': 1.4024982163888176, 'uncond_correct_prob': 3.186966188860002e-06, 'uncond_correct_prob_per_token': 0.0035610747208742887, 'uncond_correct_prob_per_char': 0.309341906528894, 'uncond_total_prob': 7.104977766362653e-05, 'norm_correct_prob': 0.2148895709456647, 'norm_correct_prob_per_token': 0.2701712171689332, 'norm_correct_prob_per_char': 0.2526962483332309, 'primary_metric': 0.22330097087378642}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 8,750 |
default
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.6504854368932038, 'predicted_index_per_token': 1.5242718446601942, 'predicted_index_per_char': 1.5145631067961165, 'predicted_index_per_byte': 1.5145631067961165, 'predicted_index_uncond': 1.4854368932038835, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.2912621359223301, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.27184466019417475, 'no_answer': 0.0, 'sum_logits_corr': -25.93398906189261, 'logits_per_token_corr': -6.6624964454945985, 'logits_per_char_corr': -1.1555459158321, 'bits_per_byte_corr': 1.6671003622916636, 'correct_prob': 2.3912787410589433e-05, 'correct_prob_per_token': 0.004973798078356306, 'correct_prob_per_char': 0.3378653525740327, 'margin': -1.9153552667032508e-05, 'margin_per_token': -0.0024317597345486484, 'margin_per_char': -0.0634680119553303, 'total_prob': 7.548432875872346e-05, 'total_prob_per_token': 0.016017673669930708, 'total_prob_per_char': 1.3387427877229878, 'uncond_correct_prob': 1.2792351799456557e-06, 'uncond_correct_prob_per_token': 0.002744388231278758, 'uncond_correct_prob_per_char': 0.29303888817332674, 'uncond_total_prob': 1.5300219237955568e-05, 'norm_correct_prob': 0.2193671464860328, 'norm_correct_prob_per_token': 0.28395413892085286, 'norm_correct_prob_per_char': 0.2555558834147541, 'primary_metric': 0.22330097087378642}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 10,000 |
small aux 2
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.5145631067961165, 'predicted_index_per_token': 1.4951456310679612, 'predicted_index_per_char': 1.4757281553398058, 'predicted_index_per_byte': 1.4757281553398058, 'predicted_index_uncond': 1.4660194174757282, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.18446601941747573, 'acc_per_token': 0.2912621359223301, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.27184466019417475, 'no_answer': 0.0, 'sum_logits_corr': -25.71909945219466, 'logits_per_token_corr': -6.679167163370485, 'logits_per_char_corr': -1.1582079581303688, 'bits_per_byte_corr': 1.6709408775140158, 'correct_prob': 5.9598452976258815e-06, 'correct_prob_per_token': 0.00539945439356334, 'correct_prob_per_char': 0.3400978953485707, 'margin': -1.700565826416657e-05, 'margin_per_token': -0.0017582572888382745, 'margin_per_char': -0.058668256874993836, 'total_prob': 4.1378103335330584e-05, 'total_prob_per_token': 0.016808728537273096, 'total_prob_per_char': 1.3391553172440531, 'uncond_correct_prob': 1.719173771021905e-06, 'uncond_correct_prob_per_token': 0.0032134021123622456, 'uncond_correct_prob_per_char': 0.30180250727763325, 'uncond_total_prob': 0.00013017094287310713, 'norm_correct_prob': 0.21637694717068356, 'norm_correct_prob_per_token': 0.29417654424641376, 'norm_correct_prob_per_char': 0.2569011462277457, 'primary_metric': 0.18446601941747573}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 10,000 |
small aux 3
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.6116504854368932, 'predicted_index_per_token': 1.4660194174757282, 'predicted_index_per_char': 1.6504854368932038, 'predicted_index_per_byte': 1.6504854368932038, 'predicted_index_uncond': 1.6213592233009708, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.1941747572815534, 'acc_per_token': 0.21359223300970873, 'acc_per_char': 0.2524271844660194, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.23300970873786409, 'no_answer': 0.0, 'sum_logits_corr': -24.965721297032626, 'logits_per_token_corr': -6.395029310494623, 'logits_per_char_corr': -1.1216584990359846, 'bits_per_byte_corr': 1.6182111541313358, 'correct_prob': 3.4833692199189145e-05, 'correct_prob_per_token': 0.006121999252228561, 'correct_prob_per_char': 0.3529319897303051, 'margin': -3.457318111791906e-05, 'margin_per_token': -0.003289532935242523, 'margin_per_char': -0.06902191394660191, 'total_prob': 0.000122618999188136, 'total_prob_per_token': 0.02060917505600074, 'total_prob_per_char': 1.4150181394454606, 'uncond_correct_prob': 2.154204508930211e-06, 'uncond_correct_prob_per_token': 0.003201862427938507, 'uncond_correct_prob_per_char': 0.3036049957746342, 'uncond_total_prob': 5.1483774875436536e-05, 'norm_correct_prob': 0.20831548610692321, 'norm_correct_prob_per_token': 0.26080221911888435, 'norm_correct_prob_per_char': 0.2518875228239538, 'primary_metric': 0.1941747572815534}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 10,000 |
default
|
5xC
| 655,360,000 | 38,930,082,693,120,000 |
{'predicted_index_raw': 1.4660194174757282, 'predicted_index_per_token': 1.5145631067961165, 'predicted_index_per_char': 1.4271844660194175, 'predicted_index_per_byte': 1.4271844660194175, 'predicted_index_uncond': 1.5533980582524272, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.3106796116504854, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.2621359223300971, 'no_answer': 0.0, 'sum_logits_corr': -24.941790256685422, 'logits_per_token_corr': -6.336843544114967, 'logits_per_char_corr': -1.0997739096340005, 'bits_per_byte_corr': 1.586638365529179, 'correct_prob': 3.338201458019612e-05, 'correct_prob_per_token': 0.006119024922119823, 'correct_prob_per_char': 0.3557778657678103, 'margin': -6.685598832573905e-05, 'margin_per_token': -0.002729667353393401, 'margin_per_char': -0.06814629131814186, 'total_prob': 0.00015098724102106717, 'total_prob_per_token': 0.01991281144962533, 'total_prob_per_char': 1.4141130213683866, 'uncond_correct_prob': 1.062376313938593e-06, 'uncond_correct_prob_per_token': 0.003535156699873407, 'uncond_correct_prob_per_char': 0.29461871803122897, 'uncond_total_prob': 3.994114882341073e-05, 'norm_correct_prob': 0.2124607553055269, 'norm_correct_prob_per_token': 0.2821873010313612, 'norm_correct_prob_per_char': 0.2560162885256045, 'primary_metric': 0.22330097087378642}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 11,250 |
small aux 2
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.6213592233009708, 'predicted_index_per_token': 1.4563106796116505, 'predicted_index_per_char': 1.4174757281553398, 'predicted_index_per_byte': 1.4174757281553398, 'predicted_index_uncond': 1.6407766990291262, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.18446601941747573, 'acc_per_token': 0.2524271844660194, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.27184466019417475, 'no_answer': 0.0, 'sum_logits_corr': -25.130313308493605, 'logits_per_token_corr': -6.461335271857282, 'logits_per_char_corr': -1.1203922770001797, 'bits_per_byte_corr': 1.6163843818796149, 'correct_prob': 1.4019114696526447e-05, 'correct_prob_per_token': 0.005801970051785089, 'correct_prob_per_char': 0.3499765894000528, 'margin': -4.43628043001331e-05, 'margin_per_token': -0.003286794183566904, 'margin_per_char': -0.0607888743438123, 'total_prob': 9.425803158656292e-05, 'total_prob_per_token': 0.01951587211415244, 'total_prob_per_char': 1.3852312150436532, 'uncond_correct_prob': 1.713656197462918e-06, 'uncond_correct_prob_per_token': 0.0029326455287905923, 'uncond_correct_prob_per_char': 0.29104681029536505, 'uncond_total_prob': 0.0006473238236910394, 'norm_correct_prob': 0.19770738504925103, 'norm_correct_prob_per_token': 0.2841285709404645, 'norm_correct_prob_per_char': 0.2561345345801876, 'primary_metric': 0.18446601941747573}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 11,250 |
small aux 3
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.6407766990291262, 'predicted_index_per_token': 1.5048543689320388, 'predicted_index_per_char': 1.5728155339805825, 'predicted_index_per_byte': 1.5728155339805825, 'predicted_index_uncond': 1.6699029126213591, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.2524271844660194, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.2621359223300971, 'no_answer': 0.0, 'sum_logits_corr': -24.438072112000103, 'logits_per_token_corr': -6.253990750584865, 'logits_per_char_corr': -1.086743524915332, 'bits_per_byte_corr': 1.5678394941146676, 'correct_prob': 1.9084615748432872e-05, 'correct_prob_per_token': 0.0069137921281796555, 'correct_prob_per_char': 0.3613061265663854, 'margin': -4.0800570067766723e-05, 'margin_per_token': -0.0024994810282269447, 'margin_per_char': -0.06315117900635342, 'total_prob': 9.960817963173418e-05, 'total_prob_per_token': 0.02166514844520144, 'total_prob_per_char': 1.433046393184828, 'uncond_correct_prob': 4.176710324979799e-06, 'uncond_correct_prob_per_token': 0.0037394334421039727, 'uncond_correct_prob_per_char': 0.31531912385358657, 'uncond_total_prob': 5.862876476619726e-05, 'norm_correct_prob': 0.22395976451135982, 'norm_correct_prob_per_token': 0.27957397834232545, 'norm_correct_prob_per_char': 0.25560989362683706, 'primary_metric': 0.22330097087378642}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 11,250 |
default
|
5xC
| 737,280,000 | 43,796,343,029,760,000 |
{'predicted_index_raw': 1.5631067961165048, 'predicted_index_per_token': 1.5145631067961165, 'predicted_index_per_char': 1.6310679611650485, 'predicted_index_per_byte': 1.6310679611650485, 'predicted_index_uncond': 1.4757281553398058, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.20388349514563106, 'acc_per_token': 0.30097087378640774, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.2524271844660194, 'no_answer': 0.0, 'sum_logits_corr': -24.45169351170364, 'logits_per_token_corr': -6.2865182662042125, 'logits_per_char_corr': -1.0914459403289387, 'bits_per_byte_corr': 1.5746236455120826, 'correct_prob': 2.2569436622989297e-05, 'correct_prob_per_token': 0.006493290840150797, 'correct_prob_per_char': 0.35906490280743564, 'margin': -7.890712300109036e-05, 'margin_per_token': -0.002939835880044477, 'margin_per_char': -0.05985484433436611, 'total_prob': 0.00014925495117904268, 'total_prob_per_token': 0.021445283309646394, 'total_prob_per_char': 1.4233529802697267, 'uncond_correct_prob': 1.544048693776543e-06, 'uncond_correct_prob_per_token': 0.003270201033852176, 'uncond_correct_prob_per_char': 0.3003402641835837, 'uncond_total_prob': 7.724366851668345e-05, 'norm_correct_prob': 0.21081617079502213, 'norm_correct_prob_per_token': 0.29329599911791143, 'norm_correct_prob_per_char': 0.2564776742580104, 'primary_metric': 0.20388349514563106}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 12,500 |
small aux 2
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.5436893203883495, 'predicted_index_per_token': 1.4077669902912622, 'predicted_index_per_char': 1.4077669902912622, 'predicted_index_per_byte': 1.4077669902912622, 'predicted_index_uncond': 1.5533980582524272, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.18446601941747573, 'acc_per_token': 0.24271844660194175, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.2815533980582524, 'no_answer': 0.0, 'sum_logits_corr': -25.079612273614384, 'logits_per_token_corr': -6.413521503249312, 'logits_per_char_corr': -1.1090486617996285, 'bits_per_byte_corr': 1.6000190044840152, 'correct_prob': 1.4416650356469835e-05, 'correct_prob_per_token': 0.006050527252312139, 'correct_prob_per_char': 0.3526402375760917, 'margin': -4.2317205384905285e-05, 'margin_per_token': -0.0023927004715652714, 'margin_per_char': -0.057845873325919554, 'total_prob': 9.777682347014226e-05, 'total_prob_per_token': 0.019332510246160152, 'total_prob_per_char': 1.3918860026526216, 'uncond_correct_prob': 1.548997823434012e-06, 'uncond_correct_prob_per_token': 0.003138807212743939, 'uncond_correct_prob_per_char': 0.29947794942758027, 'uncond_total_prob': 0.00020974870611421264, 'norm_correct_prob': 0.2022933868355479, 'norm_correct_prob_per_token': 0.28560033570100557, 'norm_correct_prob_per_char': 0.2569671941984557, 'primary_metric': 0.18446601941747573}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 12,500 |
small aux 3
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.7087378640776698, 'predicted_index_per_token': 1.5048543689320388, 'predicted_index_per_char': 1.5728155339805825, 'predicted_index_per_byte': 1.5728155339805825, 'predicted_index_uncond': 1.5922330097087378, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.2524271844660194, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.2815533980582524, 'no_answer': 0.0, 'sum_logits_corr': -24.38176737479793, 'logits_per_token_corr': -6.239803079873285, 'logits_per_char_corr': -1.0845768673523297, 'bits_per_byte_corr': 1.564713667993217, 'correct_prob': 2.0978590431266343e-05, 'correct_prob_per_token': 0.007060288357775527, 'correct_prob_per_char': 0.3629918722595053, 'margin': -3.91360065746582e-05, 'margin_per_token': -0.003789928297080042, 'margin_per_char': -0.061799814110038806, 'total_prob': 0.0001000940262979146, 'total_prob_per_token': 0.023641173363518456, 'total_prob_per_char': 1.4410086246417346, 'uncond_correct_prob': 3.0070620096326266e-06, 'uncond_correct_prob_per_token': 0.0033728124287073875, 'uncond_correct_prob_per_char': 0.3087600546036827, 'uncond_total_prob': 5.622342666998001e-05, 'norm_correct_prob': 0.22697398935731014, 'norm_correct_prob_per_token': 0.2779869089000883, 'norm_correct_prob_per_char': 0.25552629950547767, 'primary_metric': 0.21359223300970873}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 12,500 |
default
|
5xC
| 819,200,000 | 48,662,603,366,400,000 |
{'predicted_index_raw': 1.6407766990291262, 'predicted_index_per_token': 1.4174757281553398, 'predicted_index_per_char': 1.6796116504854368, 'predicted_index_per_byte': 1.6796116504854368, 'predicted_index_uncond': 1.6310679611650485, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.23300970873786409, 'acc_per_token': 0.2912621359223301, 'acc_per_char': 0.2524271844660194, 'acc_per_byte': 0.2524271844660194, 'acc_uncond': 0.30097087378640774, 'no_answer': 0.0, 'sum_logits_corr': -24.283970008776027, 'logits_per_token_corr': -6.2145148070713745, 'logits_per_char_corr': -1.076478969489396, 'bits_per_byte_corr': 1.5530308709047287, 'correct_prob': 3.077368837520462e-05, 'correct_prob_per_token': 0.006303927789351312, 'correct_prob_per_char': 0.3629247749624357, 'margin': -5.353877770035953e-05, 'margin_per_token': -0.0036614175085550433, 'margin_per_char': -0.0627744114006643, 'total_prob': 0.00014500777828319291, 'total_prob_per_token': 0.021926474145152728, 'total_prob_per_char': 1.4447633294422337, 'uncond_correct_prob': 1.7111892127687183e-06, 'uncond_correct_prob_per_token': 0.003668509556932747, 'uncond_correct_prob_per_char': 0.30845568647848887, 'uncond_total_prob': 3.893118949792563e-05, 'norm_correct_prob': 0.20580293025656313, 'norm_correct_prob_per_token': 0.2802287152295055, 'norm_correct_prob_per_char': 0.25640786378830294, 'primary_metric': 0.23300970873786409}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 13,750 |
small aux 2
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.4757281553398058, 'predicted_index_per_token': 1.4077669902912622, 'predicted_index_per_char': 1.3689320388349515, 'predicted_index_per_byte': 1.3689320388349515, 'predicted_index_uncond': 1.4466019417475728, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.20388349514563106, 'acc_per_token': 0.2524271844660194, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.2524271844660194, 'no_answer': 0.0, 'sum_logits_corr': -24.681690290136245, 'logits_per_token_corr': -6.32126243382942, 'logits_per_char_corr': -1.09378032675066, 'bits_per_byte_corr': 1.577991453226221, 'correct_prob': 1.955370853668413e-05, 'correct_prob_per_token': 0.006484909008957114, 'correct_prob_per_char': 0.3585224545875198, 'margin': -5.140993310891213e-05, 'margin_per_token': -0.0028085406747978066, 'margin_per_char': -0.06124043733263933, 'total_prob': 0.00011489078285066281, 'total_prob_per_token': 0.021118886998603745, 'total_prob_per_char': 1.4152300617738396, 'uncond_correct_prob': 1.931925420431969e-06, 'uncond_correct_prob_per_token': 0.0032551520498049443, 'uncond_correct_prob_per_char': 0.3038028573101845, 'uncond_total_prob': 0.00014065424644311918, 'norm_correct_prob': 0.21155580375058866, 'norm_correct_prob_per_token': 0.28851679238684885, 'norm_correct_prob_per_char': 0.257144808758362, 'primary_metric': 0.20388349514563106}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 13,750 |
small aux 3
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.6019417475728155, 'predicted_index_per_token': 1.4757281553398058, 'predicted_index_per_char': 1.5728155339805825, 'predicted_index_per_byte': 1.5728155339805825, 'predicted_index_uncond': 1.6601941747572815, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.24271844660194175, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.2621359223300971, 'no_answer': 0.0, 'sum_logits_corr': -24.227307227051373, 'logits_per_token_corr': -6.21807180458736, 'logits_per_char_corr': -1.0817021975933658, 'bits_per_byte_corr': 1.5605663961877634, 'correct_prob': 2.6279921467588038e-05, 'correct_prob_per_token': 0.007502867516138107, 'correct_prob_per_char': 0.3648414424764808, 'margin': -4.4981919492286654e-05, 'margin_per_token': -0.004327747323990523, 'margin_per_char': -0.06547316690230456, 'total_prob': 0.00012486951079252777, 'total_prob_per_token': 0.025461822565639867, 'total_prob_per_char': 1.455341315655959, 'uncond_correct_prob': 3.579051425750735e-06, 'uncond_correct_prob_per_token': 0.003804886670137435, 'uncond_correct_prob_per_char': 0.313074120414626, 'uncond_total_prob': 5.972355139710345e-05, 'norm_correct_prob': 0.22330853249128263, 'norm_correct_prob_per_token': 0.27395594357647474, 'norm_correct_prob_per_char': 0.2543429850499181, 'primary_metric': 0.22330097087378642}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 13,750 |
default
|
5xC
| 901,120,000 | 53,528,863,703,040,000 |
{'predicted_index_raw': 1.5242718446601942, 'predicted_index_per_token': 1.4563106796116505, 'predicted_index_per_char': 1.5436893203883495, 'predicted_index_per_byte': 1.5436893203883495, 'predicted_index_uncond': 1.6116504854368932, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.18446601941747573, 'acc_per_token': 0.2815533980582524, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.2912621359223301, 'no_answer': 0.0, 'sum_logits_corr': -24.03737055213706, 'logits_per_token_corr': -6.136167418898675, 'logits_per_char_corr': -1.067037501111644, 'bits_per_byte_corr': 1.5394097112974263, 'correct_prob': 3.3631582602950486e-05, 'correct_prob_per_token': 0.006651575316750912, 'correct_prob_per_char': 0.3668756263668669, 'margin': -7.293170635440693e-05, 'margin_per_token': -0.00381119403221783, 'margin_per_char': -0.06786888346262353, 'total_prob': 0.0001786697118917718, 'total_prob_per_token': 0.02329391105779674, 'total_prob_per_char': 1.4672867105634972, 'uncond_correct_prob': 1.7852457524604673e-06, 'uncond_correct_prob_per_token': 0.0035167988154517025, 'uncond_correct_prob_per_char': 0.30913682528602027, 'uncond_total_prob': 4.7140572804871344e-05, 'norm_correct_prob': 0.2069541537142359, 'norm_correct_prob_per_token': 0.2760502526689443, 'norm_correct_prob_per_char': 0.25469350078216374, 'primary_metric': 0.18446601941747573}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 15,000 |
small aux 2
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.4951456310679612, 'predicted_index_per_token': 1.3883495145631068, 'predicted_index_per_char': 1.4660194174757282, 'predicted_index_per_byte': 1.4660194174757282, 'predicted_index_uncond': 1.4563106796116505, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.1941747572815534, 'acc_per_token': 0.2621359223300971, 'acc_per_char': 0.2912621359223301, 'acc_per_byte': 0.2912621359223301, 'acc_uncond': 0.23300970873786409, 'no_answer': 0.0, 'sum_logits_corr': -24.526229904693306, 'logits_per_token_corr': -6.30447541344085, 'logits_per_char_corr': -1.0921955051395529, 'bits_per_byte_corr': 1.575705038947181, 'correct_prob': 1.9764082264653344e-05, 'correct_prob_per_token': 0.006631411813969393, 'correct_prob_per_char': 0.3598452968598172, 'margin': -3.8925487203268354e-05, 'margin_per_token': -0.002625154654428625, 'margin_per_char': -0.060703414183965285, 'total_prob': 0.0001054317266519403, 'total_prob_per_token': 0.021393829434303575, 'total_prob_per_char': 1.4226259019606324, 'uncond_correct_prob': 1.8556820889390969e-06, 'uncond_correct_prob_per_token': 0.003105604532379727, 'uncond_correct_prob_per_char': 0.3007651126836667, 'uncond_total_prob': 0.00023541624704990564, 'norm_correct_prob': 0.21005628598317427, 'norm_correct_prob_per_token': 0.2856066303629009, 'norm_correct_prob_per_char': 0.25667659470720317, 'primary_metric': 0.1941747572815534}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 15,000 |
small aux 3
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.6601941747572815, 'predicted_index_per_token': 1.4466019417475728, 'predicted_index_per_char': 1.5048543689320388, 'predicted_index_per_byte': 1.5048543689320388, 'predicted_index_uncond': 1.6019417475728155, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.22330097087378642, 'acc_per_token': 0.23300970873786409, 'acc_per_char': 0.2621359223300971, 'acc_per_byte': 0.2621359223300971, 'acc_uncond': 0.2815533980582524, 'no_answer': 0.0, 'sum_logits_corr': -24.152088748598562, 'logits_per_token_corr': -6.192615747288986, 'logits_per_char_corr': -1.0781753062774235, 'bits_per_byte_corr': 1.5554781675764953, 'correct_prob': 2.673209861638656e-05, 'correct_prob_per_token': 0.00738225781093273, 'correct_prob_per_char': 0.365857077708196, 'margin': -4.688881524058201e-05, 'margin_per_token': -0.0044748642788853925, 'margin_per_char': -0.06582389731671189, 'total_prob': 0.0001327168299330272, 'total_prob_per_token': 0.025331621090781423, 'total_prob_per_char': 1.4618760453013855, 'uncond_correct_prob': 3.794758151572544e-06, 'uncond_correct_prob_per_token': 0.003661386748749992, 'uncond_correct_prob_per_char': 0.312298316789421, 'uncond_total_prob': 6.887503637128692e-05, 'norm_correct_prob': 0.2214985489166348, 'norm_correct_prob_per_token': 0.2723023709606934, 'norm_correct_prob_per_char': 0.25392040790394305, 'primary_metric': 0.22330097087378642}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 15,000 |
default
|
5xC
| 983,040,000 | 58,395,124,039,680,000 |
{'predicted_index_raw': 1.6310679611650485, 'predicted_index_per_token': 1.4271844660194175, 'predicted_index_per_char': 1.5922330097087378, 'predicted_index_per_byte': 1.5922330097087378, 'predicted_index_uncond': 1.6796116504854368, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.20388349514563106, 'acc_per_token': 0.2912621359223301, 'acc_per_char': 0.2815533980582524, 'acc_per_byte': 0.2815533980582524, 'acc_uncond': 0.3300970873786408, 'no_answer': 0.0, 'sum_logits_corr': -24.0225664481376, 'logits_per_token_corr': -6.147969822876429, 'logits_per_char_corr': -1.0676957450335085, 'bits_per_byte_corr': 1.5403593565391962, 'correct_prob': 3.306445084339131e-05, 'correct_prob_per_token': 0.006981232500027604, 'correct_prob_per_char': 0.3672475739271113, 'margin': -7.307821119542315e-05, 'margin_per_token': -0.0037555735452318066, 'margin_per_char': -0.06514251896322878, 'total_prob': 0.0001713350724875707, 'total_prob_per_token': 0.023967007456692564, 'total_prob_per_char': 1.466737151266382, 'uncond_correct_prob': 2.2173764320571254e-06, 'uncond_correct_prob_per_token': 0.0037693555636803895, 'uncond_correct_prob_per_char': 0.31285020093908167, 'uncond_total_prob': 4.564868565713983e-05, 'norm_correct_prob': 0.2065102134227323, 'norm_correct_prob_per_token': 0.2773439997819189, 'norm_correct_prob_per_char': 0.25487162416582254, 'primary_metric': 0.20388349514563106}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 15,117 |
small aux 2
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.5048543689320388, 'predicted_index_per_token': 1.4077669902912622, 'predicted_index_per_char': 1.4757281553398058, 'predicted_index_per_byte': 1.4757281553398058, 'predicted_index_uncond': 1.4563106796116505, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.2621359223300971, 'acc_per_char': 0.30097087378640774, 'acc_per_byte': 0.30097087378640774, 'acc_uncond': 0.2621359223300971, 'no_answer': 0.0, 'sum_logits_corr': -24.64350977221739, 'logits_per_token_corr': -6.343598131522607, 'logits_per_char_corr': -1.0989259441309682, 'bits_per_byte_corr': 1.5854150099031088, 'correct_prob': 1.8405361445178967e-05, 'correct_prob_per_token': 0.006481861941650864, 'correct_prob_per_char': 0.35774232735415473, 'margin': -3.573343333016559e-05, 'margin_per_token': -0.0025980560985490713, 'margin_per_char': -0.06042269157274913, 'total_prob': 9.802484361449736e-05, 'total_prob_per_token': 0.02090839586189293, 'total_prob_per_char': 1.413663038649977, 'uncond_correct_prob': 1.93101702762467e-06, 'uncond_correct_prob_per_token': 0.0031039891951151386, 'uncond_correct_prob_per_char': 0.3006311431207485, 'uncond_total_prob': 0.0002483439481543852, 'norm_correct_prob': 0.2110541350411799, 'norm_correct_prob_per_token': 0.2856354651253676, 'norm_correct_prob_per_char': 0.25668944103538294, 'primary_metric': 0.21359223300970873}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 15,117 |
small aux 3
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.6796116504854368, 'predicted_index_per_token': 1.4660194174757282, 'predicted_index_per_char': 1.5436893203883495, 'predicted_index_per_byte': 1.5436893203883495, 'predicted_index_uncond': 1.6407766990291262, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.21359223300970873, 'acc_per_token': 0.23300970873786409, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.27184466019417475, 'no_answer': 0.0, 'sum_logits_corr': -24.225742849331457, 'logits_per_token_corr': -6.205223435086127, 'logits_per_char_corr': -1.081394491565158, 'bits_per_byte_corr': 1.5601224702268157, 'correct_prob': 2.83477829287845e-05, 'correct_prob_per_token': 0.007321918008304663, 'correct_prob_per_char': 0.3652348952539805, 'margin': -4.959508565156815e-05, 'margin_per_token': -0.0043756363876865795, 'margin_per_char': -0.06518157521706963, 'total_prob': 0.00013867947706499843, 'total_prob_per_token': 0.02507551942977717, 'total_prob_per_char': 1.4590936942114285, 'uncond_correct_prob': 3.7787090956546154e-06, 'uncond_correct_prob_per_token': 0.0036381650109122104, 'uncond_correct_prob_per_char': 0.31160695430987095, 'uncond_total_prob': 7.151556618686689e-05, 'norm_correct_prob': 0.2196669915581912, 'norm_correct_prob_per_token': 0.2723940227226713, 'norm_correct_prob_per_char': 0.25384304682472864, 'primary_metric': 0.21359223300970873}
|
10M
|
DCLM-Baseline
|
mmlu_management
| 15,117 |
default
|
5xC
| 990,707,712 | 58,850,606,007,189,500 |
{'predicted_index_raw': 1.6019417475728155, 'predicted_index_per_token': 1.4077669902912622, 'predicted_index_per_char': 1.5242718446601942, 'predicted_index_per_byte': 1.5242718446601942, 'predicted_index_uncond': 1.6601941747572815, 'correct_choice': 1.7766990291262137, 'acc_raw': 0.20388349514563106, 'acc_per_token': 0.30097087378640774, 'acc_per_char': 0.27184466019417475, 'acc_per_byte': 0.27184466019417475, 'acc_uncond': 0.3106796116504854, 'no_answer': 0.0, 'sum_logits_corr': -24.00241537464475, 'logits_per_token_corr': -6.138140698489481, 'logits_per_char_corr': -1.0666108849723874, 'bits_per_byte_corr': 1.5387942343089571, 'correct_prob': 3.516125649337313e-05, 'correct_prob_per_token': 0.007055461959599231, 'correct_prob_per_char': 0.3678355187281551, 'margin': -7.835562307832378e-05, 'margin_per_token': -0.00368488752439629, 'margin_per_char': -0.06591706438676939, 'total_prob': 0.00018415374980433266, 'total_prob_per_token': 0.02415290130518038, 'total_prob_per_char': 1.469842975855256, 'uncond_correct_prob': 1.9712308825438293e-06, 'uncond_correct_prob_per_token': 0.0037534569496050726, 'uncond_correct_prob_per_char': 0.31166851566425624, 'uncond_total_prob': 4.535519936115028e-05, 'norm_correct_prob': 0.20629707204271341, 'norm_correct_prob_per_token': 0.27640918688244476, 'norm_correct_prob_per_char': 0.2547942244385583, 'primary_metric': 0.20388349514563106}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4957264957264957, 'predicted_index_per_token': 1.4273504273504274, 'predicted_index_per_char': 1.4700854700854702, 'predicted_index_per_byte': 1.4700854700854702, 'predicted_index_uncond': 1.4914529914529915, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2564102564102564, 'acc_per_token': 0.2692307692307692, 'acc_per_char': 0.24358974358974358, 'acc_per_byte': 0.24358974358974358, 'acc_uncond': 0.20512820512820512, 'no_answer': 0.0, 'sum_logits_corr': -55.12183860632089, 'logits_per_token_corr': -10.960655346266224, 'logits_per_char_corr': -2.306539286882457, 'bits_per_byte_corr': 3.327632790803277, 'correct_prob': 1.8686210956555606e-07, 'correct_prob_per_token': 1.7504469019987057e-05, 'correct_prob_per_char': 0.12305954423151953, 'margin': -2.71179423211477e-07, 'margin_per_token': -1.4586304453669289e-06, 'margin_per_char': -0.04371656269726389, 'total_prob': 9.101739265707268e-07, 'total_prob_per_token': 7.007028290926197e-05, 'total_prob_per_char': 0.49256002391850157, 'uncond_correct_prob': 2.1537325304178998e-07, 'uncond_correct_prob_per_token': 1.7662103913371087e-05, 'uncond_correct_prob_per_char': 0.12328710450576928, 'uncond_total_prob': 8.577033936769301e-07, 'norm_correct_prob': 0.2526408823737411, 'norm_correct_prob_per_token': 0.24983543986586088, 'norm_correct_prob_per_char': 0.25239558813860435, 'primary_metric': 0.2564102564102564}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4316239316239316, 'predicted_index_per_token': 1.4444444444444444, 'predicted_index_per_char': 1.4572649572649572, 'predicted_index_per_byte': 1.4572649572649572, 'predicted_index_uncond': 1.5042735042735043, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2863247863247863, 'acc_per_token': 0.29914529914529914, 'acc_per_char': 0.25213675213675213, 'acc_per_byte': 0.25213675213675213, 'acc_uncond': 0.2948717948717949, 'no_answer': 0.0, 'sum_logits_corr': -54.44893380515596, 'logits_per_token_corr': -10.793206923322355, 'logits_per_char_corr': -2.2723522638761025, 'bits_per_byte_corr': 3.278311342249218, 'correct_prob': 2.698511026422553e-07, 'correct_prob_per_token': 2.0682294633171033e-05, 'correct_prob_per_char': 0.12684453852114877, 'margin': -1.9576713320480207e-07, 'margin_per_token': -1.4189369161081553e-06, 'margin_per_char': -0.04397989327391015, 'total_prob': 9.530362422636593e-07, 'total_prob_per_token': 8.194508591107084e-05, 'total_prob_per_char': 0.5060950665931895, 'uncond_correct_prob': 2.5461134986424296e-07, 'uncond_correct_prob_per_token': 1.9535007824967936e-05, 'uncond_correct_prob_per_char': 0.12552943990676987, 'uncond_total_prob': 8.983432151197943e-07, 'norm_correct_prob': 0.2537156689069785, 'norm_correct_prob_per_token': 0.25234247945613975, 'norm_correct_prob_per_char': 0.25268618344038496, 'primary_metric': 0.2863247863247863}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.3803418803418803, 'predicted_index_per_token': 1.5085470085470085, 'predicted_index_per_char': 1.4957264957264957, 'predicted_index_per_byte': 1.4957264957264957, 'predicted_index_uncond': 1.4102564102564104, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2564102564102564, 'acc_per_token': 0.2692307692307692, 'acc_per_char': 0.24358974358974358, 'acc_per_byte': 0.24358974358974358, 'acc_uncond': 0.21794871794871795, 'no_answer': 0.0, 'sum_logits_corr': -54.69162535871196, 'logits_per_token_corr': -10.846918479020257, 'logits_per_char_corr': -2.2836599068203074, 'bits_per_byte_corr': 3.2946248226489763, 'correct_prob': 2.4071261928873846e-07, 'correct_prob_per_token': 1.958942438732116e-05, 'correct_prob_per_char': 0.1256410333370824, 'margin': -1.631614759321293e-07, 'margin_per_token': -1.6220524443940052e-06, 'margin_per_char': -0.0437324276571414, 'total_prob': 8.656553523202056e-07, 'total_prob_per_token': 7.833289373557648e-05, 'total_prob_per_char': 0.5020157579160024, 'uncond_correct_prob': 2.52322738935918e-07, 'uncond_correct_prob_per_token': 1.8990132745704663e-05, 'uncond_correct_prob_per_char': 0.12494270852274458, 'uncond_total_prob': 8.727900069761901e-07, 'norm_correct_prob': 0.2490018087453304, 'norm_correct_prob_per_token': 0.25001133650227486, 'norm_correct_prob_per_char': 0.2522693111576755, 'primary_metric': 0.2564102564102564}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 2,500 |
small aux 2
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.5512820512820513, 'predicted_index_per_token': 1.5897435897435896, 'predicted_index_per_char': 1.452991452991453, 'predicted_index_per_byte': 1.452991452991453, 'predicted_index_uncond': 1.5256410256410255, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.28205128205128205, 'acc_per_char': 0.29914529914529914, 'acc_per_byte': 0.29914529914529914, 'acc_uncond': 0.25213675213675213, 'no_answer': 0.0, 'sum_logits_corr': -29.14597679610945, 'logits_per_token_corr': -6.224827316701183, 'logits_per_char_corr': -1.2825577199509752, 'bits_per_byte_corr': 1.8503396622284571, 'correct_prob': 8.865499199116817e-07, 'correct_prob_per_token': 0.004373745192017005, 'correct_prob_per_char': 0.3007600741013645, 'margin': -6.766855116912388e-06, 'margin_per_token': -0.0028114511082703362, 'margin_per_char': -0.055180819457607555, 'total_prob': 8.904353360100864e-06, 'total_prob_per_token': 0.01656329772238918, 'total_prob_per_char': 1.1778904040101015, 'uncond_correct_prob': 2.692450807663811e-07, 'uncond_correct_prob_per_token': 0.002526447210133401, 'uncond_correct_prob_per_char': 0.26434891107271064, 'uncond_total_prob': 1.99183097432951e-06, 'norm_correct_prob': 0.27002866417483484, 'norm_correct_prob_per_token': 0.26721368379872995, 'norm_correct_prob_per_char': 0.2554628049915488, 'primary_metric': 0.2777777777777778}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 2,500 |
small aux 3
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.6025641025641026, 'predicted_index_per_token': 1.6111111111111112, 'predicted_index_per_char': 1.5683760683760684, 'predicted_index_per_byte': 1.5683760683760684, 'predicted_index_uncond': 1.4230769230769231, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2564102564102564, 'acc_per_token': 0.2863247863247863, 'acc_per_char': 0.26495726495726496, 'acc_per_byte': 0.26495726495726496, 'acc_uncond': 0.3034188034188034, 'no_answer': 0.0, 'sum_logits_corr': -28.14167553746802, 'logits_per_token_corr': -5.98502651001719, 'logits_per_char_corr': -1.233683547570761, 'bits_per_byte_corr': 1.7798291361079195, 'correct_prob': 3.2807537426448306e-06, 'correct_prob_per_token': 0.005805832133474483, 'correct_prob_per_char': 0.31683232909652637, 'margin': -1.5403575771651302e-06, 'margin_per_token': -0.0029129620239290916, 'margin_per_char': -0.056389273905624114, 'total_prob': 9.630783851061176e-06, 'total_prob_per_token': 0.021435452382874396, 'total_prob_per_char': 1.2461621945239727, 'uncond_correct_prob': 2.5638699980235503e-07, 'uncond_correct_prob_per_token': 0.0021566266746709016, 'uncond_correct_prob_per_char': 0.2567184698614518, 'uncond_total_prob': 9.342981391985539e-07, 'norm_correct_prob': 0.2620889335599104, 'norm_correct_prob_per_token': 0.2629326107125748, 'norm_correct_prob_per_char': 0.2533447412345373, 'primary_metric': 0.2564102564102564}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 2,500 |
default
|
5xC
| 163,840,000 | 9,732,520,673,280,000 |
{'predicted_index_raw': 1.6025641025641026, 'predicted_index_per_token': 1.623931623931624, 'predicted_index_per_char': 1.4487179487179487, 'predicted_index_per_byte': 1.4487179487179487, 'predicted_index_uncond': 1.5854700854700854, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2692307692307692, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.27350427350427353, 'acc_per_byte': 0.27350427350427353, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -30.125439550122643, 'logits_per_token_corr': -6.514732794537871, 'logits_per_char_corr': -1.339352553841415, 'bits_per_byte_corr': 1.932277287430366, 'correct_prob': 1.7547535014252738e-06, 'correct_prob_per_token': 0.003772970515008047, 'correct_prob_per_char': 0.286298346785195, 'margin': -1.1738999061397238e-06, 'margin_per_token': -0.002466318801861031, 'margin_per_char': -0.052700240466275354, 'total_prob': 4.772118048079769e-06, 'total_prob_per_token': 0.01422005738833602, 'total_prob_per_char': 1.1266350833020677, 'uncond_correct_prob': 4.6618055291321957e-07, 'uncond_correct_prob_per_token': 0.002297768624954318, 'uncond_correct_prob_per_char': 0.26004349070991484, 'uncond_total_prob': 1.5759939684359718e-06, 'norm_correct_prob': 0.264741103020036, 'norm_correct_prob_per_token': 0.2608938321193402, 'norm_correct_prob_per_char': 0.2543903792154612, 'primary_metric': 0.2692307692307692}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 3,750 |
small aux 2
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.6196581196581197, 'predicted_index_per_token': 1.6282051282051282, 'predicted_index_per_char': 1.5042735042735043, 'predicted_index_per_byte': 1.5042735042735043, 'predicted_index_uncond': 1.6111111111111112, 'correct_choice': 1.358974358974359, 'acc_raw': 0.25213675213675213, 'acc_per_token': 0.23931623931623933, 'acc_per_char': 0.2564102564102564, 'acc_per_byte': 0.2564102564102564, 'acc_uncond': 0.3076923076923077, 'no_answer': 0.0, 'sum_logits_corr': -28.302566434583092, 'logits_per_token_corr': -6.036131066948131, 'logits_per_char_corr': -1.241469111557282, 'bits_per_byte_corr': 1.7910613306618044, 'correct_prob': 4.297478507945006e-06, 'correct_prob_per_token': 0.005560499342001085, 'correct_prob_per_char': 0.31314561927880713, 'margin': 1.2641931516352626e-06, 'margin_per_token': -0.003099420356258726, 'margin_per_char': -0.05389848500403093, 'total_prob': 8.358148967145663e-06, 'total_prob_per_token': 0.020170156146283716, 'total_prob_per_char': 1.22245380710487, 'uncond_correct_prob': 4.0290039648356025e-06, 'uncond_correct_prob_per_token': 0.0026088853808833423, 'uncond_correct_prob_per_char': 0.2616710638319038, 'uncond_total_prob': 6.099674537639814e-06, 'norm_correct_prob': 0.25917932642436936, 'norm_correct_prob_per_token': 0.2631630816445171, 'norm_correct_prob_per_char': 0.25617715695172555, 'primary_metric': 0.25213675213675213}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 3,750 |
small aux 3
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.4743589743589745, 'predicted_index_per_token': 1.5512820512820513, 'predicted_index_per_char': 1.4743589743589745, 'predicted_index_per_byte': 1.4743589743589745, 'predicted_index_uncond': 1.4914529914529915, 'correct_choice': 1.358974358974359, 'acc_raw': 0.27350427350427353, 'acc_per_token': 0.28205128205128205, 'acc_per_char': 0.28205128205128205, 'acc_per_byte': 0.28205128205128205, 'acc_uncond': 0.2606837606837607, 'no_answer': 0.0, 'sum_logits_corr': -29.48053196556548, 'logits_per_token_corr': -6.397307604734598, 'logits_per_char_corr': -1.3142375082649451, 'bits_per_byte_corr': 1.8960439357254664, 'correct_prob': 1.0123861719875574e-06, 'correct_prob_per_token': 0.004101159679112973, 'correct_prob_per_char': 0.2932452364746861, 'margin': -1.9194165661821887e-06, 'margin_per_token': -0.002188532714671687, 'margin_per_char': -0.05165557376968838, 'total_prob': 4.08457046157073e-06, 'total_prob_per_token': 0.015094550020156172, 'total_prob_per_char': 1.1500842786868728, 'uncond_correct_prob': 3.224447323777964e-07, 'uncond_correct_prob_per_token': 0.002567669026250167, 'uncond_correct_prob_per_char': 0.2630436919543905, 'uncond_total_prob': 1.0705337180016154e-06, 'norm_correct_prob': 0.2719140012044751, 'norm_correct_prob_per_token': 0.2600725669319239, 'norm_correct_prob_per_char': 0.25497639539916783, 'primary_metric': 0.27350427350427353}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 3,750 |
default
|
5xC
| 245,760,000 | 14,598,781,009,920,000 |
{'predicted_index_raw': 1.4957264957264957, 'predicted_index_per_token': 1.6153846153846154, 'predicted_index_per_char': 1.4786324786324787, 'predicted_index_per_byte': 1.4786324786324787, 'predicted_index_uncond': 1.5299145299145298, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2606837606837607, 'acc_per_token': 0.24786324786324787, 'acc_per_char': 0.26495726495726496, 'acc_per_byte': 0.26495726495726496, 'acc_uncond': 0.3162393162393162, 'no_answer': 0.0, 'sum_logits_corr': -28.82431788322253, 'logits_per_token_corr': -6.171705813459311, 'logits_per_char_corr': -1.2685768127389234, 'bits_per_byte_corr': 1.8301694767264867, 'correct_prob': 2.172782541434913e-06, 'correct_prob_per_token': 0.004882921775875476, 'correct_prob_per_char': 0.30487376893490065, 'margin': -1.7266049391424016e-08, 'margin_per_token': -0.002632377892623626, 'margin_per_char': -0.053440137143472344, 'total_prob': 4.947328295283119e-06, 'total_prob_per_token': 0.017725129080849673, 'total_prob_per_char': 1.1951436272601323, 'uncond_correct_prob': 6.840147617336273e-08, 'uncond_correct_prob_per_token': 0.0021654188950859894, 'uncond_correct_prob_per_char': 0.2509026222021481, 'uncond_total_prob': 3.63122622421403e-07, 'norm_correct_prob': 0.2646520860456164, 'norm_correct_prob_per_token': 0.2615105721623804, 'norm_correct_prob_per_char': 0.2547409891790829, 'primary_metric': 0.2606837606837607}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 5,000 |
small aux 2
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.452991452991453, 'predicted_index_per_token': 1.5940170940170941, 'predicted_index_per_char': 1.5042735042735043, 'predicted_index_per_byte': 1.5042735042735043, 'predicted_index_uncond': 1.5897435897435896, 'correct_choice': 1.358974358974359, 'acc_raw': 0.28205128205128205, 'acc_per_token': 0.3076923076923077, 'acc_per_char': 0.26495726495726496, 'acc_per_byte': 0.26495726495726496, 'acc_uncond': 0.28205128205128205, 'no_answer': 0.0, 'sum_logits_corr': -28.611221134153187, 'logits_per_token_corr': -6.163114510081722, 'logits_per_char_corr': -1.2633679912521134, 'bits_per_byte_corr': 1.8226547357985845, 'correct_prob': 1.2283910965379918e-06, 'correct_prob_per_token': 0.005025417809543302, 'correct_prob_per_char': 0.3052969643472697, 'margin': -4.994533885430506e-06, 'margin_per_token': -0.0029176524332800518, 'margin_per_char': -0.0505423980880099, 'total_prob': 9.11238115556691e-06, 'total_prob_per_token': 0.01845159522170428, 'total_prob_per_char': 1.1948158884019209, 'uncond_correct_prob': 7.199897433633074e-07, 'uncond_correct_prob_per_token': 0.0026748377929190327, 'uncond_correct_prob_per_char': 0.2638550027772934, 'uncond_total_prob': 1.750618850451164e-06, 'norm_correct_prob': 0.27105225392282667, 'norm_correct_prob_per_token': 0.26186046634772736, 'norm_correct_prob_per_char': 0.2555273105923662, 'primary_metric': 0.28205128205128205}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 5,000 |
small aux 3
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.4957264957264957, 'predicted_index_per_token': 1.5683760683760684, 'predicted_index_per_char': 1.5085470085470085, 'predicted_index_per_byte': 1.5085470085470085, 'predicted_index_uncond': 1.4914529914529915, 'correct_choice': 1.358974358974359, 'acc_raw': 0.21367521367521367, 'acc_per_token': 0.27350427350427353, 'acc_per_char': 0.2606837606837607, 'acc_per_byte': 0.2606837606837607, 'acc_uncond': 0.25213675213675213, 'no_answer': 0.0, 'sum_logits_corr': -28.372669358538765, 'logits_per_token_corr': -6.082308660887574, 'logits_per_char_corr': -1.2481670039858934, 'bits_per_byte_corr': 1.800724346852977, 'correct_prob': 1.758669607555196e-06, 'correct_prob_per_token': 0.005095608162289633, 'correct_prob_per_char': 0.31039994769418344, 'margin': -1.3732486698204171e-06, 'margin_per_token': -0.0031825750679891247, 'margin_per_char': -0.05549893065974059, 'total_prob': 5.275730154611622e-06, 'total_prob_per_token': 0.01961485256074411, 'total_prob_per_char': 1.2262073800306634, 'uncond_correct_prob': 5.875655216720065e-07, 'uncond_correct_prob_per_token': 0.0026250802957371094, 'uncond_correct_prob_per_char': 0.26994647825583823, 'uncond_total_prob': 1.5972424556094242e-06, 'norm_correct_prob': 0.22915036457759272, 'norm_correct_prob_per_token': 0.2551374964397761, 'norm_correct_prob_per_char': 0.25250568307122695, 'primary_metric': 0.21367521367521367}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 5,000 |
default
|
5xC
| 327,680,000 | 19,465,041,346,560,000 |
{'predicted_index_raw': 1.5256410256410255, 'predicted_index_per_token': 1.5512820512820513, 'predicted_index_per_char': 1.5726495726495726, 'predicted_index_per_byte': 1.5726495726495726, 'predicted_index_uncond': 1.6153846153846154, 'correct_choice': 1.358974358974359, 'acc_raw': 0.26495726495726496, 'acc_per_token': 0.2606837606837607, 'acc_per_char': 0.2606837606837607, 'acc_per_byte': 0.2606837606837607, 'acc_uncond': 0.28205128205128205, 'no_answer': 0.0, 'sum_logits_corr': -27.622216212443817, 'logits_per_token_corr': -5.899338380457989, 'logits_per_char_corr': -1.2108258939660517, 'bits_per_byte_corr': 1.7468525126060237, 'correct_prob': 2.574036919600705e-06, 'correct_prob_per_token': 0.00643220613901268, 'correct_prob_per_char': 0.32162939385059847, 'margin': -2.476924831240564e-06, 'margin_per_token': -0.0036775025391664177, 'margin_per_char': -0.058845870443525544, 'total_prob': 8.542763523119652e-06, 'total_prob_per_token': 0.023598288061225638, 'total_prob_per_char': 1.2678227888770184, 'uncond_correct_prob': 7.878938052841185e-08, 'uncond_correct_prob_per_token': 0.0024161697179816855, 'uncond_correct_prob_per_char': 0.2576798774274958, 'uncond_total_prob': 4.798795803838694e-07, 'norm_correct_prob': 0.257798795982431, 'norm_correct_prob_per_token': 0.2603567283376914, 'norm_correct_prob_per_char': 0.2530080268108693, 'primary_metric': 0.26495726495726496}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 7,500 |
small aux 2
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.564102564102564, 'predicted_index_per_token': 1.7606837606837606, 'predicted_index_per_char': 1.4914529914529915, 'predicted_index_per_byte': 1.4914529914529915, 'predicted_index_uncond': 1.5982905982905984, 'correct_choice': 1.358974358974359, 'acc_raw': 0.2564102564102564, 'acc_per_token': 0.25213675213675213, 'acc_per_char': 0.26495726495726496, 'acc_per_byte': 0.26495726495726496, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -27.49116068212395, 'logits_per_token_corr': -5.892284163987247, 'logits_per_char_corr': -1.20520439121857, 'bits_per_byte_corr': 1.7387423984698822, 'correct_prob': 1.1872998992921997e-06, 'correct_prob_per_token': 0.006765150864887372, 'correct_prob_per_char': 0.32250548580249083, 'margin': -5.0037881328605465e-06, 'margin_per_token': -0.0037174947480408628, 'margin_per_char': -0.05544670596854958, 'total_prob': 8.076723678289555e-06, 'total_prob_per_token': 0.02410262148495971, 'total_prob_per_char': 1.256136195992272, 'uncond_correct_prob': 6.534937798818042e-07, 'uncond_correct_prob_per_token': 0.003188985675786787, 'uncond_correct_prob_per_char': 0.2760345809504358, 'uncond_total_prob': 1.4535532073711528e-06, 'norm_correct_prob': 0.2608385504139202, 'norm_correct_prob_per_token': 0.2659320618777202, 'norm_correct_prob_per_char': 0.25712012846370774, 'primary_metric': 0.2564102564102564}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 7,500 |
small aux 3
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.5042735042735043, 'predicted_index_per_token': 1.6495726495726495, 'predicted_index_per_char': 1.5384615384615385, 'predicted_index_per_byte': 1.5384615384615385, 'predicted_index_uncond': 1.547008547008547, 'correct_choice': 1.358974358974359, 'acc_raw': 0.25213675213675213, 'acc_per_token': 0.26495726495726496, 'acc_per_char': 0.25213675213675213, 'acc_per_byte': 0.25213675213675213, 'acc_uncond': 0.31196581196581197, 'no_answer': 0.0, 'sum_logits_corr': -26.906256606436184, 'logits_per_token_corr': -5.729601614449703, 'logits_per_char_corr': -1.1723522041438414, 'bits_per_byte_corr': 1.6913467110947809, 'correct_prob': 4.085243734542914e-06, 'correct_prob_per_token': 0.007344354744975208, 'correct_prob_per_char': 0.3328509735890037, 'margin': -3.156017871546902e-06, 'margin_per_token': -0.003990511932972074, 'margin_per_char': -0.05850256708577009, 'total_prob': 1.2783491986162165e-05, 'total_prob_per_token': 0.02718820294436993, 'total_prob_per_char': 1.3154142887038804, 'uncond_correct_prob': 4.205673451400432e-07, 'uncond_correct_prob_per_token': 0.0029339324605956833, 'uncond_correct_prob_per_char': 0.27138631317577827, 'uncond_total_prob': 2.377676797315794e-06, 'norm_correct_prob': 0.25594810202497303, 'norm_correct_prob_per_token': 0.2586810740715504, 'norm_correct_prob_per_char': 0.2524847030146275, 'primary_metric': 0.25213675213675213}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 7,500 |
default
|
5xC
| 491,520,000 | 29,197,562,019,840,000 |
{'predicted_index_raw': 1.4743589743589745, 'predicted_index_per_token': 1.6452991452991452, 'predicted_index_per_char': 1.4871794871794872, 'predicted_index_per_byte': 1.4871794871794872, 'predicted_index_uncond': 1.6581196581196582, 'correct_choice': 1.358974358974359, 'acc_raw': 0.28205128205128205, 'acc_per_token': 0.25213675213675213, 'acc_per_char': 0.24358974358974358, 'acc_per_byte': 0.24358974358974358, 'acc_uncond': 0.2606837606837607, 'no_answer': 0.0, 'sum_logits_corr': -27.38965319364499, 'logits_per_token_corr': -5.851255777844654, 'logits_per_char_corr': -1.1972391108149574, 'bits_per_byte_corr': 1.7272509279322918, 'correct_prob': 2.8658487548845165e-06, 'correct_prob_per_token': 0.006785504911201376, 'correct_prob_per_char': 0.32471340990853076, 'margin': -1.515253762603171e-07, 'margin_per_token': -0.003476022872577257, 'margin_per_char': -0.05762888106556379, 'total_prob': 6.742157680992609e-06, 'total_prob_per_token': 0.02444214742655006, 'total_prob_per_char': 1.273945623892737, 'uncond_correct_prob': 5.711813405704139e-07, 'uncond_correct_prob_per_token': 0.0035762736887521816, 'uncond_correct_prob_per_char': 0.2833318727170114, 'uncond_total_prob': 1.4450568736940845e-06, 'norm_correct_prob': 0.25051031152265146, 'norm_correct_prob_per_token': 0.2605345272224182, 'norm_correct_prob_per_char': 0.25447940634253535, 'primary_metric': 0.28205128205128205}
|
10M
|
DCLM-Baseline
|
mmlu_marketing
| 8,750 |
small aux 2
|
5xC
| 573,440,000 | 34,063,822,356,480,000 |
{'predicted_index_raw': 1.482905982905983, 'predicted_index_per_token': 1.5982905982905984, 'predicted_index_per_char': 1.4871794871794872, 'predicted_index_per_byte': 1.4871794871794872, 'predicted_index_uncond': 1.5299145299145298, 'correct_choice': 1.358974358974359, 'acc_raw': 0.28205128205128205, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.24786324786324787, 'acc_per_byte': 0.24786324786324787, 'acc_uncond': 0.2863247863247863, 'no_answer': 0.0, 'sum_logits_corr': -27.427545327406662, 'logits_per_token_corr': -5.898539922528442, 'logits_per_char_corr': -1.2029821273645183, 'bits_per_byte_corr': 1.7355363494280927, 'correct_prob': 2.0677826597037614e-06, 'correct_prob_per_token': 0.0063177935109406174, 'correct_prob_per_char': 0.3209948912405931, 'margin': -2.7838361888881406e-06, 'margin_per_token': -0.0048532042366414944, 'margin_per_char': -0.05893751818285558, 'total_prob': 7.761089309100567e-06, 'total_prob_per_token': 0.0247981473068475, 'total_prob_per_char': 1.2674490518837787, 'uncond_correct_prob': 3.8579191695727823e-07, 'uncond_correct_prob_per_token': 0.0028414896753008196, 'uncond_correct_prob_per_char': 0.2681432834030494, 'uncond_total_prob': 2.651248068536645e-06, 'norm_correct_prob': 0.25617799370635475, 'norm_correct_prob_per_token': 0.2564367023194864, 'norm_correct_prob_per_char': 0.25394008440224247, 'primary_metric': 0.28205128205128205}
|
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.