params
stringclasses 14
values | data
stringclasses 25
values | task
stringclasses 66
values | step
int64 0
69.4k
| seed
stringclasses 5
values | chinchilla
stringclasses 1
value | tokens
int64 0
100B
| compute
float64 0
706,209,840,435B
| metrics
stringlengths 769
1.41k
|
|---|---|---|---|---|---|---|---|---|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.5441176470588236, 'predicted_index_per_token': 1.5330882352941178, 'predicted_index_per_char': 1.4448529411764706, 'predicted_index_per_byte': 1.4448529411764706, 'predicted_index_uncond': 1.6286764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.20955882352941177, 'acc_per_token': 0.21323529411764705, 'acc_per_char': 0.23529411764705882, 'acc_per_byte': 0.23529411764705882, 'acc_uncond': 0.2536764705882353, 'no_answer': 0.0, 'sum_logits_corr': -20.85409731023452, 'logits_per_token_corr': -3.7570678868798124, 'logits_per_char_corr': -0.7900608268774216, 'bits_per_byte_corr': 1.1367594272400456, 'correct_prob': 0.0003130151941985673, 'correct_prob_per_token': 0.04730886009833767, 'correct_prob_per_char': 0.481448350087812, 'margin': -0.00047260652606477527, 'margin_per_token': -0.04305357777672887, 'margin_per_char': -0.08996661471345353, 'total_prob': 0.0012796372574155094, 'total_prob_per_token': 0.2072871397639314, 'total_prob_per_char': 1.9203948228784578, 'uncond_correct_prob': 3.1821181900412015e-07, 'uncond_correct_prob_per_token': 0.009508906477415133, 'uncond_correct_prob_per_char': 0.3401156916913163, 'uncond_total_prob': 7.161321756194549e-06, 'norm_correct_prob': 0.21417513063262958, 'norm_correct_prob_per_token': 0.2480909345080919, 'norm_correct_prob_per_char': 0.25083919071037947, 'primary_metric': 0.20955882352941177}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.5735294117647058, 'predicted_index_per_token': 1.5514705882352942, 'predicted_index_per_char': 1.5183823529411764, 'predicted_index_per_byte': 1.5220588235294117, 'predicted_index_uncond': 1.5698529411764706, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.2536764705882353, 'acc_per_char': 0.25735294117647056, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.24632352941176472, 'no_answer': 0.0, 'sum_logits_corr': -22.038873556782217, 'logits_per_token_corr': -3.988743603425389, 'logits_per_char_corr': -0.8458126567144364, 'bits_per_byte_corr': 1.2167125031700916, 'correct_prob': 0.0003896348323526781, 'correct_prob_per_token': 0.040179879946105106, 'correct_prob_per_char': 0.4613108619482854, 'margin': 1.0719775700954426e-05, 'margin_per_token': -0.036945691348344224, 'margin_per_char': -0.0881766628171855, 'total_prob': 0.0008645803032339046, 'total_prob_per_token': 0.17653401968569646, 'total_prob_per_char': 1.8386855865008764, 'uncond_correct_prob': 5.016349697845896e-07, 'uncond_correct_prob_per_token': 0.008541859646024691, 'uncond_correct_prob_per_char': 0.3350107637964106, 'uncond_total_prob': 8.499760819160818e-06, 'norm_correct_prob': 0.23471711003539286, 'norm_correct_prob_per_token': 0.2526315837290025, 'norm_correct_prob_per_char': 0.2509450456310442, 'primary_metric': 0.23529411764705882}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.5147058823529411, 'predicted_index_per_token': 1.5036764705882353, 'predicted_index_per_char': 1.4448529411764706, 'predicted_index_per_byte': 1.5919117647058822, 'predicted_index_uncond': 1.4816176470588236, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22426470588235295, 'acc_per_token': 0.24632352941176472, 'acc_per_char': 0.23529411764705882, 'acc_per_byte': 0.22794117647058823, 'acc_uncond': 0.28308823529411764, 'no_answer': 0.0, 'sum_logits_corr': -22.211343743345317, 'logits_per_token_corr': -4.025230673658046, 'logits_per_char_corr': -0.84511203783454, 'logits_per_byte_corr': 1.2160222876357154, 'correct_prob': 0.00024000346490738573, 'correct_prob_per_token': 0.04029962443870334, 'correct_prob_per_char': 0.45965293524771006, 'margin': -0.0001654205317848179, 'margin_per_token': -0.03603556497397736, 'margin_per_char': -0.08580066371471688, 'total_prob': 0.0007170355888911339, 'total_prob_per_token': 0.1727347319502996, 'total_prob_per_char': 1.8285156972565269, 'uncond_correct_prob': 1.387605654134901e-06, 'uncond_correct_prob_per_token': 0.010475322982090347, 'uncond_correct_prob_per_char': 0.3482524827239941, 'uncond_total_prob': 1.0524848257834031e-05, 'norm_correct_prob': 0.22558681011744738, 'norm_correct_prob_per_token': 0.2520978246816215, 'norm_correct_prob_per_char': 0.25121687199843556, 'primary_metric': 0.22426470588235295}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.599264705882353, 'predicted_index_per_token': 1.5955882352941178, 'predicted_index_per_char': 1.5441176470588236, 'predicted_index_per_byte': 1.5441176470588236, 'predicted_index_uncond': 1.5698529411764706, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.25, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -20.904581295216786, 'logits_per_token_corr': -3.775870255162896, 'logits_per_char_corr': -0.7938540911595747, 'bits_per_byte_corr': 1.1416672835251418, 'correct_prob': 0.000430471759263159, 'correct_prob_per_token': 0.04904523765205141, 'correct_prob_per_char': 0.4811026887143567, 'margin': -0.0001405259531148239, 'margin_per_token': -0.04025125433093996, 'margin_per_char': -0.08706754176782072, 'total_prob': 0.0011463919546304676, 'total_prob_per_token': 0.20681804726079503, 'total_prob_per_char': 1.9086185866713625, 'uncond_correct_prob': 5.496993365598328e-07, 'uncond_correct_prob_per_token': 0.011400374141465256, 'uncond_correct_prob_per_char': 0.3530597476078163, 'uncond_total_prob': 7.803636878371262e-06, 'norm_correct_prob': 0.22036017115516127, 'norm_correct_prob_per_token': 0.2538691293720361, 'norm_correct_prob_per_char': 0.2521817026195381, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.5845588235294117, 'predicted_index_per_token': 1.5955882352941178, 'predicted_index_per_char': 1.5772058823529411, 'predicted_index_per_byte': 1.5808823529411764, 'predicted_index_uncond': 1.5441176470588236, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.25735294117647056, 'acc_per_char': 0.29044117647058826, 'acc_per_byte': 0.2867647058823529, 'acc_uncond': 0.29044117647058826, 'no_answer': 0.0, 'sum_logits_corr': -21.543709318427478, 'logits_per_token_corr': -3.9046201296934147, 'logits_per_char_corr': -0.8224713056635755, 'bits_per_byte_corr': 1.183063895592413, 'correct_prob': 0.0006747203726208013, 'correct_prob_per_token': 0.044265835168625756, 'correct_prob_per_char': 0.46906757477339023, 'margin': 0.00021278042381322402, 'margin_per_token': -0.03503755711142905, 'margin_per_char': -0.08297982509406211, 'total_prob': 0.0012125385483377892, 'total_prob_per_token': 0.18270226248526614, 'total_prob_per_char': 1.8548979096324412, 'uncond_correct_prob': 1.1231939932181667e-06, 'uncond_correct_prob_per_token': 0.008993141272335282, 'uncond_correct_prob_per_char': 0.33829217361562186, 'uncond_total_prob': 1.1308797745004523e-05, 'norm_correct_prob': 0.23729086950967032, 'norm_correct_prob_per_token': 0.2540822783741012, 'norm_correct_prob_per_char': 0.2530003740681508, 'primary_metric': 0.23529411764705882}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.6176470588235294, 'predicted_index_per_char': 1.5073529411764706, 'predicted_index_per_byte': 1.5147058823529411, 'predicted_index_uncond': 1.5036764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.1948529411764706, 'acc_per_token': 0.2610294117647059, 'acc_per_char': 0.23161764705882354, 'acc_per_byte': 0.23529411764705882, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -21.961747173877324, 'logits_per_token_corr': -3.982052460544377, 'logits_per_char_corr': -0.8350498818083905, 'logits_per_byte_corr': 1.2014928298622103, 'correct_prob': 0.00019320029636879813, 'correct_prob_per_token': 0.04150286499115301, 'correct_prob_per_char': 0.46296631021147716, 'margin': -0.0003275398627931511, 'margin_per_token': -0.037010093159943164, 'margin_per_char': -0.08522528036490039, 'total_prob': 0.0008496357015975247, 'total_prob_per_token': 0.1790162395825784, 'total_prob_per_char': 1.843842291437084, 'uncond_correct_prob': 9.082996046817188e-07, 'uncond_correct_prob_per_token': 0.01091148175621627, 'uncond_correct_prob_per_char': 0.3519142406629254, 'uncond_total_prob': 9.249307497872126e-06, 'norm_correct_prob': 0.21856103145423378, 'norm_correct_prob_per_token': 0.249444950629715, 'norm_correct_prob_per_char': 0.25080720081055774, 'primary_metric': 0.1948529411764706}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.5955882352941178, 'predicted_index_per_token': 1.588235294117647, 'predicted_index_per_char': 1.4522058823529411, 'predicted_index_per_byte': 1.4522058823529411, 'predicted_index_uncond': 1.5919117647058822, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.22794117647058823, 'acc_per_char': 0.23897058823529413, 'acc_per_byte': 0.23897058823529413, 'acc_uncond': 0.27941176470588236, 'no_answer': 0.0, 'sum_logits_corr': -21.113898792687586, 'logits_per_token_corr': -3.8273901352244346, 'logits_per_char_corr': -0.7991191387520442, 'bits_per_byte_corr': 1.1494202891054137, 'correct_prob': 0.00034208491302810363, 'correct_prob_per_token': 0.04806152164759572, 'correct_prob_per_char': 0.4775694575923943, 'margin': -0.00023306380090288756, 'margin_per_token': -0.03886470689724919, 'margin_per_char': -0.08667498558723959, 'total_prob': 0.001118592057653594, 'total_prob_per_token': 0.20172056396958582, 'total_prob_per_char': 1.8948014104811377, 'uncond_correct_prob': 6.116744360831005e-07, 'uncond_correct_prob_per_token': 0.010863468162636175, 'uncond_correct_prob_per_char': 0.3486271394425322, 'uncond_total_prob': 8.936562550048547e-06, 'norm_correct_prob': 0.21829152867280635, 'norm_correct_prob_per_token': 0.25076523232939757, 'norm_correct_prob_per_char': 0.25213390794977714, 'primary_metric': 0.23161764705882354}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.5588235294117647, 'predicted_index_per_token': 1.5294117647058822, 'predicted_index_per_char': 1.536764705882353, 'predicted_index_per_byte': 1.5441176470588236, 'predicted_index_uncond': 1.5404411764705883, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21323529411764705, 'acc_per_token': 0.26838235294117646, 'acc_per_char': 0.2757352941176471, 'acc_per_byte': 0.2757352941176471, 'acc_uncond': 0.27941176470588236, 'no_answer': 0.0, 'sum_logits_corr': -21.355749606209642, 'logits_per_token_corr': -3.888901642988526, 'logits_per_char_corr': -0.8191140200759074, 'bits_per_byte_corr': 1.1781171867725768, 'correct_prob': 0.00026917223304086805, 'correct_prob_per_token': 0.04401972110021524, 'correct_prob_per_char': 0.47037908826856983, 'margin': -0.00018744587711600388, 'margin_per_token': -0.03761463854856745, 'margin_per_char': -0.08351170641135555, 'total_prob': 0.0008130117572987328, 'total_prob_per_token': 0.1872324430723491, 'total_prob_per_char': 1.8663517635257316, 'uncond_correct_prob': 6.375503978300112e-07, 'uncond_correct_prob_per_token': 0.00866817162244411, 'uncond_correct_prob_per_char': 0.33658085178441177, 'uncond_total_prob': 7.091990601667555e-06, 'norm_correct_prob': 0.2271405290244089, 'norm_correct_prob_per_token': 0.2522795801778616, 'norm_correct_prob_per_char': 0.2521936260381401, 'primary_metric': 0.21323529411764705}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.4779411764705883, 'predicted_index_per_token': 1.5845588235294117, 'predicted_index_per_char': 1.4522058823529411, 'predicted_index_per_byte': 1.5919117647058822, 'predicted_index_uncond': 1.5845588235294117, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23897058823529413, 'acc_per_token': 0.25735294117647056, 'acc_per_char': 0.23529411764705882, 'acc_per_byte': 0.23897058823529413, 'acc_uncond': 0.30514705882352944, 'no_answer': 0.0, 'sum_logits_corr': -21.825193979284343, 'logits_per_token_corr': -3.957258849895851, 'logits_per_char_corr': -0.8281384830815574, 'logits_per_byte_corr': 1.1916085692298737, 'correct_prob': 0.0002673979596718287, 'correct_prob_per_token': 0.04279072627745297, 'correct_prob_per_char': 0.4652355433463451, 'margin': -0.00014302248003729927, 'margin_per_token': -0.034538916351408315, 'margin_per_char': -0.08351545630967845, 'total_prob': 0.000759103537215224, 'total_prob_per_token': 0.17943833119512392, 'total_prob_per_char': 1.84769738995651, 'uncond_correct_prob': 5.946985787169288e-07, 'uncond_correct_prob_per_token': 0.009743923206146532, 'uncond_correct_prob_per_char': 0.3436729041788233, 'uncond_total_prob': 9.9784434004854e-06, 'norm_correct_prob': 0.23620941817817573, 'norm_correct_prob_per_token': 0.2526730207157451, 'norm_correct_prob_per_char': 0.2516857137179528, 'primary_metric': 0.23897058823529413}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.5772058823529411, 'predicted_index_per_token': 1.5294117647058822, 'predicted_index_per_char': 1.5110294117647058, 'predicted_index_per_byte': 1.5147058823529411, 'predicted_index_uncond': 1.6360294117647058, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21691176470588236, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.2610294117647059, 'acc_per_byte': 0.25735294117647056, 'acc_uncond': 0.25735294117647056, 'no_answer': 0.0, 'sum_logits_corr': -20.731358940987025, 'logits_per_token_corr': -3.763617941164956, 'logits_per_char_corr': -0.7875643274442996, 'bits_per_byte_corr': 1.1329110845619121, 'correct_prob': 0.0003423479078840851, 'correct_prob_per_token': 0.049120874442758526, 'correct_prob_per_char': 0.48199422739555475, 'margin': -0.00021859605934037858, 'margin_per_token': -0.04089049894135446, 'margin_per_char': -0.08625521804543028, 'total_prob': 0.0010834156736208112, 'total_prob_per_token': 0.20793525509337016, 'total_prob_per_char': 1.9153384710751842, 'uncond_correct_prob': 3.9367534903640514e-07, 'uncond_correct_prob_per_token': 0.010890583333202456, 'uncond_correct_prob_per_char': 0.3494723132925684, 'uncond_total_prob': 7.422112983779256e-06, 'norm_correct_prob': 0.2127027114996282, 'norm_correct_prob_per_token': 0.24895300069071635, 'norm_correct_prob_per_char': 0.25155172253796243, 'primary_metric': 0.21691176470588236}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.5808823529411764, 'predicted_index_per_token': 1.5772058823529411, 'predicted_index_per_char': 1.5404411764705883, 'predicted_index_per_byte': 1.5404411764705883, 'predicted_index_uncond': 1.6397058823529411, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22794117647058823, 'acc_per_token': 0.27205882352941174, 'acc_per_char': 0.2867647058823529, 'acc_per_byte': 0.2867647058823529, 'acc_uncond': 0.29044117647058826, 'no_answer': 0.0, 'sum_logits_corr': -21.103099794072264, 'logits_per_token_corr': -3.8368542960123686, 'logits_per_char_corr': -0.805426597350666, 'bits_per_byte_corr': 1.1585082103402629, 'correct_prob': 0.00034148359731580035, 'correct_prob_per_token': 0.045112625069426884, 'correct_prob_per_char': 0.47454809248365326, 'margin': -0.00010314309141998272, 'margin_per_token': -0.037492148576251355, 'margin_per_char': -0.08055836115322133, 'total_prob': 0.0008881420143993366, 'total_prob_per_token': 0.19200744389307936, 'total_prob_per_char': 1.880228050868628, 'uncond_correct_prob': 7.511755489305723e-07, 'uncond_correct_prob_per_token': 0.009006807886581366, 'uncond_correct_prob_per_char': 0.3385770825925079, 'uncond_total_prob': 8.709888022485406e-06, 'norm_correct_prob': 0.22637264961238607, 'norm_correct_prob_per_token': 0.25559293250368986, 'norm_correct_prob_per_char': 0.25285400929141666, 'primary_metric': 0.22794117647058823}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4779411764705883, 'predicted_index_per_token': 1.5808823529411764, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5514705882352942, 'predicted_index_uncond': 1.5, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.2647058823529412, 'acc_per_char': 0.24632352941176472, 'acc_per_byte': 0.23161764705882354, 'acc_uncond': 0.2757352941176471, 'no_answer': 0.0, 'sum_logits_corr': -21.79626545572982, 'logits_per_token_corr': -3.9341300201837908, 'logits_per_char_corr': -0.8212249844295582, 'logits_per_byte_corr': 1.1817890627120284, 'correct_prob': 0.0005809299497804273, 'correct_prob_per_token': 0.04450245353606975, 'correct_prob_per_char': 0.4679638986394483, 'margin': 7.115361478259158e-05, 'margin_per_token': -0.034553242401539785, 'margin_per_char': -0.08203785702613844, 'total_prob': 0.0011703695246293138, 'total_prob_per_token': 0.1845904019554035, 'total_prob_per_char': 1.8579580742379813, 'uncond_correct_prob': 1.333565205302021e-06, 'uncond_correct_prob_per_token': 0.013035486108798355, 'uncond_correct_prob_per_char': 0.3663435588934407, 'uncond_total_prob': 1.6580192406772695e-05, 'norm_correct_prob': 0.2288521768061507, 'norm_correct_prob_per_token': 0.25288355663115686, 'norm_correct_prob_per_char': 0.25167459730177993, 'primary_metric': 0.23161764705882354}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.5625, 'predicted_index_per_token': 1.5220588235294117, 'predicted_index_per_char': 1.463235294117647, 'predicted_index_per_byte': 1.463235294117647, 'predicted_index_uncond': 1.6176470588235294, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.20220588235294118, 'acc_per_token': 0.21323529411764705, 'acc_per_char': 0.24632352941176472, 'acc_per_byte': 0.24632352941176472, 'acc_uncond': 0.24632352941176472, 'no_answer': 0.0, 'sum_logits_corr': -20.74723495367695, 'logits_per_token_corr': -3.7455368281751724, 'logits_per_char_corr': -0.7852780008897539, 'bits_per_byte_corr': 1.1295354635091808, 'correct_prob': 0.000363785864310436, 'correct_prob_per_token': 0.05004194367675269, 'correct_prob_per_char': 0.4838261904468279, 'margin': -0.00024673204783621496, 'margin_per_token': -0.040705206196085454, 'margin_per_char': -0.08682334868603228, 'total_prob': 0.0011472945930385502, 'total_prob_per_token': 0.21197097774935544, 'total_prob_per_char': 1.920102113995813, 'uncond_correct_prob': 2.6181432960202323e-07, 'uncond_correct_prob_per_token': 0.010095514075786112, 'uncond_correct_prob_per_char': 0.3431110740742688, 'uncond_total_prob': 6.270508179603785e-06, 'norm_correct_prob': 0.2174010774884918, 'norm_correct_prob_per_token': 0.2498300497367677, 'norm_correct_prob_per_char': 0.2520373328025767, 'primary_metric': 0.20220588235294118}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.536764705882353, 'predicted_index_per_token': 1.4963235294117647, 'predicted_index_per_char': 1.4779411764705883, 'predicted_index_per_byte': 1.4779411764705883, 'predicted_index_uncond': 1.5772058823529411, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.2610294117647059, 'acc_per_char': 0.2536764705882353, 'acc_per_byte': 0.2536764705882353, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -21.011458044542987, 'logits_per_token_corr': -3.81543357481432, 'logits_per_char_corr': -0.8040269295707588, 'bits_per_byte_corr': 1.1565868991135584, 'correct_prob': 0.00036587183082753864, 'correct_prob_per_token': 0.04617671214775873, 'correct_prob_per_char': 0.4768145530462918, 'margin': -0.0003312384262587075, 'margin_per_token': -0.037967080494167804, 'margin_per_char': -0.08077321350379005, 'total_prob': 0.0011529218577969703, 'total_prob_per_token': 0.19556174305779545, 'total_prob_per_char': 1.887945887076719, 'uncond_correct_prob': 6.610701928352939e-07, 'uncond_correct_prob_per_token': 0.009798673808031818, 'uncond_correct_prob_per_char': 0.3439872785353834, 'uncond_total_prob': 9.278182632131928e-06, 'norm_correct_prob': 0.22935832040952608, 'norm_correct_prob_per_token': 0.25460161692893085, 'norm_correct_prob_per_char': 0.2527080482361453, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.5735294117647058, 'predicted_index_per_char': 1.5110294117647058, 'predicted_index_per_byte': 1.5772058823529411, 'predicted_index_uncond': 1.525735294117647, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.23529411764705882, 'acc_per_char': 0.2426470588235294, 'acc_per_byte': 0.2426470588235294, 'acc_uncond': 0.2536764705882353, 'no_answer': 0.0, 'sum_logits_corr': -21.6878465116024, 'logits_per_token_corr': -3.9150281666377498, 'logits_per_char_corr': -0.8165574795650471, 'logits_per_byte_corr': 1.174992718613104, 'correct_prob': 0.00032994085499344136, 'correct_prob_per_token': 0.04420292162844315, 'correct_prob_per_char': 0.4695485877196958, 'margin': -0.0002330662376027133, 'margin_per_token': -0.03708751801027634, 'margin_per_char': -0.08215791524940132, 'total_prob': 0.0010339252636292937, 'total_prob_per_token': 0.18641178765261773, 'total_prob_per_char': 1.8592059869216713, 'uncond_correct_prob': 1.2114440364855363e-06, 'uncond_correct_prob_per_token': 0.011489814807475119, 'uncond_correct_prob_per_char': 0.3563249809500988, 'uncond_total_prob': 1.101917109754896e-05, 'norm_correct_prob': 0.22774256477490473, 'norm_correct_prob_per_token': 0.25445074944397134, 'norm_correct_prob_per_char': 0.25243276502819456, 'primary_metric': 0.23161764705882354}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.5735294117647058, 'predicted_index_per_token': 1.6139705882352942, 'predicted_index_per_char': 1.4852941176470589, 'predicted_index_per_byte': 1.4852941176470589, 'predicted_index_uncond': 1.5735294117647058, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21691176470588236, 'acc_per_token': 0.23529411764705882, 'acc_per_char': 0.26838235294117646, 'acc_per_byte': 0.26838235294117646, 'acc_uncond': 0.2426470588235294, 'no_answer': 0.0, 'sum_logits_corr': -20.53278086378294, 'logits_per_token_corr': -3.707449942347211, 'logits_per_char_corr': -0.7735717532390831, 'bits_per_byte_corr': 1.1126803195276538, 'correct_prob': 0.00048477466318170984, 'correct_prob_per_token': 0.052688828286466594, 'correct_prob_per_char': 0.4883522329804375, 'margin': -5.4611504327411514e-05, 'margin_per_token': -0.04148387894546623, 'margin_per_char': -0.08646361468517236, 'total_prob': 0.0012057814915411053, 'total_prob_per_token': 0.22030462629404213, 'total_prob_per_char': 1.9391579374095698, 'uncond_correct_prob': 5.811877306016756e-07, 'uncond_correct_prob_per_token': 0.012008282729709264, 'uncond_correct_prob_per_char': 0.3563306579723475, 'uncond_total_prob': 6.987262790944644e-06, 'norm_correct_prob': 0.2188672839040904, 'norm_correct_prob_per_token': 0.2502079197576215, 'norm_correct_prob_per_char': 0.25188588714535115, 'primary_metric': 0.21691176470588236}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.6029411764705883, 'predicted_index_per_token': 1.5772058823529411, 'predicted_index_per_char': 1.5698529411764706, 'predicted_index_per_byte': 1.5698529411764706, 'predicted_index_uncond': 1.5845588235294117, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.26838235294117646, 'acc_per_char': 0.26838235294117646, 'acc_per_byte': 0.26838235294117646, 'acc_uncond': 0.29044117647058826, 'no_answer': 0.0, 'sum_logits_corr': -20.651976488968906, 'logits_per_token_corr': -3.741286002241931, 'logits_per_char_corr': -0.7868446425300464, 'bits_per_byte_corr': 1.131830066809128, 'correct_prob': 0.0004419827601750492, 'correct_prob_per_token': 0.04840567030054901, 'correct_prob_per_char': 0.4832298233270497, 'margin': -0.0001646739064090271, 'margin_per_token': -0.039402638109963445, 'margin_per_char': -0.08047432034080183, 'total_prob': 0.0011683426008486009, 'total_prob_per_token': 0.20392647092081825, 'total_prob_per_char': 1.9055601398093505, 'uncond_correct_prob': 5.025312215699424e-07, 'uncond_correct_prob_per_token': 0.009740517905144644, 'uncond_correct_prob_per_char': 0.34490920708048844, 'uncond_total_prob': 7.522868286751548e-06, 'norm_correct_prob': 0.2368485010826627, 'norm_correct_prob_per_token': 0.2574490952313225, 'norm_correct_prob_per_char': 0.2539013963031471, 'primary_metric': 0.23161764705882354}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.5330882352941178, 'predicted_index_per_token': 1.5661764705882353, 'predicted_index_per_char': 1.5551470588235294, 'predicted_index_per_byte': 1.5441176470588236, 'predicted_index_uncond': 1.5036764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22794117647058823, 'acc_per_token': 0.27205882352941174, 'acc_per_char': 0.24632352941176472, 'acc_per_byte': 0.22794117647058823, 'acc_uncond': 0.26838235294117646, 'no_answer': 0.0, 'sum_logits_corr': -21.089197022949946, 'logits_per_token_corr': -3.8016285707260824, 'logits_per_char_corr': -0.7939818067203265, 'logits_per_byte_corr': 1.142452775008417, 'correct_prob': 0.0004326590459001624, 'correct_prob_per_token': 0.048994569579316936, 'correct_prob_per_char': 0.4796329109516661, 'margin': -0.00015465733723073647, 'margin_per_token': -0.037150781312142854, 'margin_per_char': -0.08256952990708513, 'total_prob': 0.001143675988666853, 'total_prob_per_token': 0.2033394770465767, 'total_prob_per_char': 1.902880010019002, 'uncond_correct_prob': 9.93713318499732e-07, 'uncond_correct_prob_per_token': 0.011519389703386939, 'uncond_correct_prob_per_char': 0.35546708979097064, 'uncond_total_prob': 1.0274659981905696e-05, 'norm_correct_prob': 0.22585155910481905, 'norm_correct_prob_per_token': 0.2528365381029805, 'norm_correct_prob_per_char': 0.2518852494472921, 'primary_metric': 0.22794117647058823}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.588235294117647, 'predicted_index_per_token': 1.5772058823529411, 'predicted_index_per_char': 1.474264705882353, 'predicted_index_per_byte': 1.474264705882353, 'predicted_index_uncond': 1.5588235294117647, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21691176470588236, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.2426470588235294, 'acc_per_byte': 0.2426470588235294, 'acc_uncond': 0.27205882352941174, 'no_answer': 0.0, 'sum_logits_corr': -20.36578750259736, 'logits_per_token_corr': -3.6743349394062315, 'logits_per_char_corr': -0.7670993243347515, 'bits_per_byte_corr': 1.1033068839993172, 'correct_prob': 0.00042275228274655597, 'correct_prob_per_token': 0.05392275239657579, 'correct_prob_per_char': 0.4914928706692836, 'margin': -0.00020454491516868714, 'margin_per_token': -0.04203621708179202, 'margin_per_char': -0.08563731150841816, 'total_prob': 0.0012532616676447664, 'total_prob_per_token': 0.2257772678759979, 'total_prob_per_char': 1.9498058904253175, 'uncond_correct_prob': 4.805216601231872e-07, 'uncond_correct_prob_per_token': 0.012156256018955909, 'uncond_correct_prob_per_char': 0.35802634115715576, 'uncond_total_prob': 7.038482075025336e-06, 'norm_correct_prob': 0.21907741887520416, 'norm_correct_prob_per_token': 0.25111876126198646, 'norm_correct_prob_per_char': 0.2521447772116213, 'primary_metric': 0.21691176470588236}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.5955882352941178, 'predicted_index_per_token': 1.5698529411764706, 'predicted_index_per_char': 1.5698529411764706, 'predicted_index_per_byte': 1.5698529411764706, 'predicted_index_uncond': 1.6286764705882353, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.2426470588235294, 'acc_per_token': 0.26838235294117646, 'acc_per_char': 0.2647058823529412, 'acc_per_byte': 0.2647058823529412, 'acc_uncond': 0.2867647058823529, 'no_answer': 0.0, 'sum_logits_corr': -20.75369797296384, 'logits_per_token_corr': -3.76760629218154, 'logits_per_char_corr': -0.7921478841498696, 'bits_per_byte_corr': 1.1395371675294887, 'correct_prob': 0.0004723211679477562, 'correct_prob_per_token': 0.047699446353706675, 'correct_prob_per_char': 0.48080285318019483, 'margin': -6.299803321505669e-05, 'margin_per_token': -0.038545745451323776, 'margin_per_char': -0.08014602214271331, 'total_prob': 0.0011268976117232564, 'total_prob_per_token': 0.20026329997983155, 'total_prob_per_char': 1.897762057001881, 'uncond_correct_prob': 4.923619367370429e-07, 'uncond_correct_prob_per_token': 0.010098876851423218, 'uncond_correct_prob_per_char': 0.34703304810925656, 'uncond_total_prob': 7.719636045359392e-06, 'norm_correct_prob': 0.23490992058919397, 'norm_correct_prob_per_token': 0.2569687778341863, 'norm_correct_prob_per_char': 0.25380120383823374, 'primary_metric': 0.2426470588235294}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.5110294117647058, 'predicted_index_per_token': 1.5661764705882353, 'predicted_index_per_char': 1.5036764705882353, 'predicted_index_per_byte': 1.5477941176470589, 'predicted_index_uncond': 1.5845588235294117, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.21323529411764705, 'acc_per_token': 0.2536764705882353, 'acc_per_char': 0.2426470588235294, 'acc_per_byte': 0.23897058823529413, 'acc_uncond': 0.29044117647058826, 'no_answer': 0.0, 'sum_logits_corr': -21.07636095495785, 'logits_per_token_corr': -3.7952234948364123, 'logits_per_char_corr': -0.7926676887688503, 'logits_per_byte_corr': 1.1405232391268811, 'correct_prob': 0.0004976227998256289, 'correct_prob_per_token': 0.04892221860427641, 'correct_prob_per_char': 0.4801060111874988, 'margin': -5.200691186194186e-05, 'margin_per_token': -0.036930164405838406, 'margin_per_char': -0.08069494665594182, 'total_prob': 0.0011713702821312363, 'total_prob_per_token': 0.20176225631049735, 'total_prob_per_char': 1.9011782966897273, 'uncond_correct_prob': 8.644029142193412e-07, 'uncond_correct_prob_per_token': 0.01238997386065165, 'uncond_correct_prob_per_char': 0.36108443085094377, 'uncond_total_prob': 1.0640684323003113e-05, 'norm_correct_prob': 0.22816691704819853, 'norm_correct_prob_per_token': 0.2546976633653863, 'norm_correct_prob_per_char': 0.2522871928733652, 'primary_metric': 0.21323529411764705}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.5477941176470589, 'predicted_index_per_token': 1.5808823529411764, 'predicted_index_per_char': 1.4558823529411764, 'predicted_index_per_byte': 1.4558823529411764, 'predicted_index_uncond': 1.5698529411764706, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.22058823529411764, 'acc_per_token': 0.23161764705882354, 'acc_per_char': 0.24632352941176472, 'acc_per_byte': 0.24632352941176472, 'acc_uncond': 0.25735294117647056, 'no_answer': 0.0, 'sum_logits_corr': -20.194105994175462, 'logits_per_token_corr': -3.6419697698977593, 'logits_per_char_corr': -0.7603301246152837, 'bits_per_byte_corr': 1.0935444969068815, 'correct_prob': 0.0005391762088659491, 'correct_prob_per_token': 0.05562718245953661, 'correct_prob_per_char': 0.4945906732308297, 'margin': -0.00010980481564633942, 'margin_per_token': -0.0426236937937083, 'margin_per_char': -0.08590268717866716, 'total_prob': 0.0014040864913110447, 'total_prob_per_token': 0.23171443644081216, 'total_prob_per_char': 1.9624949882369775, 'uncond_correct_prob': 5.010510463359318e-07, 'uncond_correct_prob_per_token': 0.012042362186010092, 'uncond_correct_prob_per_char': 0.3567193965691099, 'uncond_total_prob': 6.902564299462211e-06, 'norm_correct_prob': 0.22009123658581986, 'norm_correct_prob_per_token': 0.2511438782777898, 'norm_correct_prob_per_char': 0.25204782088573086, 'primary_metric': 0.22058823529411764}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.5919117647058822, 'predicted_index_per_token': 1.599264705882353, 'predicted_index_per_char': 1.5625, 'predicted_index_per_byte': 1.5625, 'predicted_index_uncond': 1.5735294117647058, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23897058823529413, 'acc_per_token': 0.26838235294117646, 'acc_per_char': 0.26838235294117646, 'acc_per_byte': 0.26838235294117646, 'acc_uncond': 0.28308823529411764, 'no_answer': 0.0, 'sum_logits_corr': -20.48636532443411, 'logits_per_token_corr': -3.7107231623629904, 'logits_per_char_corr': -0.7790250637605178, 'bits_per_byte_corr': 1.120647018928297, 'correct_prob': 0.00048325129754881607, 'correct_prob_per_token': 0.04969204387286016, 'correct_prob_per_char': 0.4860916736682981, 'margin': -7.939273664182516e-05, 'margin_per_token': -0.039616343483420295, 'margin_per_char': -0.08007683272836497, 'total_prob': 0.0011648378865860935, 'total_prob_per_token': 0.20837775024642197, 'total_prob_per_char': 1.9184225872827763, 'uncond_correct_prob': 4.917244125357241e-07, 'uncond_correct_prob_per_token': 0.009941682959470496, 'uncond_correct_prob_per_char': 0.34527310527433414, 'uncond_total_prob': 7.534077242249017e-06, 'norm_correct_prob': 0.23629358636549824, 'norm_correct_prob_per_token': 0.25599282274843976, 'norm_correct_prob_per_char': 0.2539566536741822, 'primary_metric': 0.23897058823529413}
|
90M
|
FineWeb-Pro
|
mmlu_professional_medicine
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.5294117647058822, 'predicted_index_per_token': 1.5551470588235294, 'predicted_index_per_char': 1.5183823529411764, 'predicted_index_per_byte': 1.5220588235294117, 'predicted_index_uncond': 1.5514705882352942, 'correct_choice': 1.8786764705882353, 'acc_raw': 0.23161764705882354, 'acc_per_token': 0.2647058823529412, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.28308823529411764, 'no_answer': 0.0, 'sum_logits_corr': -20.863952640224905, 'logits_per_token_corr': -3.7538864020245626, 'logits_per_char_corr': -0.7838111524644189, 'logits_per_byte_corr': 1.1277267796302946, 'correct_prob': 0.0005133350032655723, 'correct_prob_per_token': 0.05022854547343515, 'correct_prob_per_char': 0.483525562407995, 'margin': -0.00011406406866038061, 'margin_per_token': -0.037375473520573695, 'margin_per_char': -0.08089901388329479, 'total_prob': 0.0012718558290147907, 'total_prob_per_token': 0.20722119209945444, 'total_prob_per_char': 1.914974548172685, 'uncond_correct_prob': 9.120467760343717e-07, 'uncond_correct_prob_per_token': 0.012501498148388673, 'uncond_correct_prob_per_char': 0.36179312619528536, 'uncond_total_prob': 1.0472518140140435e-05, 'norm_correct_prob': 0.2286528714193508, 'norm_correct_prob_per_token': 0.2550057878920353, 'norm_correct_prob_per_char': 0.25234370988745997, 'primary_metric': 0.23161764705882354}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4607843137254901, 'predicted_index_per_token': 1.488562091503268, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.553921568627451, 'predicted_index_uncond': 1.477124183006536, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2222222222222222, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.24019607843137256, 'acc_per_byte': 0.24019607843137256, 'acc_uncond': 0.24183006535947713, 'no_answer': 0.0, 'sum_logits_corr': -95.68833029971404, 'logits_per_token_corr': -10.919235755463468, 'logits_per_char_corr': -2.032315022952119, 'bits_per_byte_corr': 2.9143460594685613, 'correct_prob': 1.147829032322868e-06, 'correct_prob_per_token': 1.853563760707425e-05, 'correct_prob_per_char': 0.15511542630295444, 'margin': -9.705721034263267e-07, 'margin_per_token': -2.8946209140524924e-06, 'margin_per_char': -0.048785631458345864, 'total_prob': 4.228629405706741e-06, 'total_prob_per_token': 7.439409610051968e-05, 'total_prob_per_char': 0.6217961849122813, 'uncond_correct_prob': 1.0257532242937848e-06, 'uncond_correct_prob_per_token': 1.8487715695282638e-05, 'uncond_correct_prob_per_char': 0.1549922404313656, 'uncond_total_prob': 4.04889572044239e-06, 'norm_correct_prob': 0.22089369127570832, 'norm_correct_prob_per_token': 0.24865333433192804, 'norm_correct_prob_per_char': 0.24952230124066296, 'primary_metric': 0.2222222222222222}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5016339869281046, 'predicted_index_per_token': 1.5163398692810457, 'predicted_index_per_char': 1.5588235294117647, 'predicted_index_per_byte': 1.5571895424836601, 'predicted_index_uncond': 1.4509803921568627, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2042483660130719, 'acc_per_token': 0.22549019607843138, 'acc_per_char': 0.22875816993464052, 'acc_per_byte': 0.22875816993464052, 'acc_uncond': 0.22549019607843138, 'no_answer': 0.0, 'sum_logits_corr': -96.17662486375546, 'logits_per_token_corr': -10.970384988124039, 'logits_per_char_corr': -2.0435080517489177, 'bits_per_byte_corr': 2.9301457883312354, 'correct_prob': 9.995362287162039e-07, 'correct_prob_per_token': 1.761819767391356e-05, 'correct_prob_per_char': 0.15400639214806472, 'margin': -1.2626857483130225e-06, 'margin_per_token': -3.009444758837297e-06, 'margin_per_char': -0.04865745402407743, 'total_prob': 4.2044873393815105e-06, 'total_prob_per_token': 7.100325506916087e-05, 'total_prob_per_char': 0.6174667589449836, 'uncond_correct_prob': 1.0507493105127362e-06, 'uncond_correct_prob_per_token': 1.7597986333923876e-05, 'uncond_correct_prob_per_char': 0.1538377896570712, 'uncond_total_prob': 4.455740289809773e-06, 'norm_correct_prob': 0.21500987600617827, 'norm_correct_prob_per_token': 0.2480284534887514, 'norm_correct_prob_per_char': 0.2492121240578107, 'primary_metric': 0.2042483660130719}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4705882352941178, 'predicted_index_per_token': 1.4705882352941178, 'predicted_index_per_char': 1.5408496732026145, 'predicted_index_per_byte': 1.4722222222222223, 'predicted_index_uncond': 1.4787581699346406, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.22549019607843138, 'acc_per_token': 0.30718954248366015, 'acc_per_char': 0.24183006535947713, 'acc_per_byte': 0.23039215686274508, 'acc_uncond': 0.24509803921568626, 'no_answer': 0.0, 'sum_logits_corr': -95.29977869987488, 'logits_per_token_corr': -10.873325438740038, 'logits_per_char_corr': -2.02287042529894, 'logits_per_byte_corr': 2.9006464990023426, 'correct_prob': 1.1029953496160543e-06, 'correct_prob_per_token': 1.93977544673471e-05, 'correct_prob_per_char': 0.15616075696426654, 'margin': -9.82714602893014e-07, 'margin_per_token': -2.4310173430014755e-06, 'margin_per_char': -0.047911145299624154, 'total_prob': 4.093654952154362e-06, 'total_prob_per_token': 7.609451813894477e-05, 'total_prob_per_char': 0.6239499946501517, 'uncond_correct_prob': 1.1176931722944694e-06, 'uncond_correct_prob_per_token': 1.9524796063788427e-05, 'uncond_correct_prob_per_char': 0.15637249416098392, 'uncond_total_prob': 4.453632722449095e-06, 'norm_correct_prob': 0.22238832552531085, 'norm_correct_prob_per_token': 0.25468330240922793, 'norm_correct_prob_per_char': 0.25050560370718633, 'primary_metric': 0.22549019607843138}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.4722222222222223, 'predicted_index_per_token': 1.5081699346405228, 'predicted_index_per_char': 1.5702614379084967, 'predicted_index_per_byte': 1.5637254901960784, 'predicted_index_uncond': 1.5588235294117647, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.25, 'acc_per_token': 0.25980392156862747, 'acc_per_char': 0.2696078431372549, 'acc_per_byte': 0.2647058823529412, 'acc_uncond': 0.2761437908496732, 'no_answer': 0.0, 'sum_logits_corr': -41.421797309046475, 'logits_per_token_corr': -5.6236040626232615, 'logits_per_char_corr': -1.0173120168398584, 'bits_per_byte_corr': 1.4591505245037526, 'correct_prob': 7.733407469022718e-06, 'correct_prob_per_token': 0.010510189765514946, 'correct_prob_per_char': 0.39124902621382945, 'margin': -1.8806149895144737e-06, 'margin_per_token': -0.0071228032268482394, 'margin_per_char': -0.056501237070903175, 'total_prob': 2.0246375587020153e-05, 'total_prob_per_token': 0.041271196242607874, 'total_prob_per_char': 1.5395352692039495, 'uncond_correct_prob': 7.281379931216212e-06, 'uncond_correct_prob_per_token': 0.0057768092106784165, 'uncond_correct_prob_per_char': 0.3481393607706675, 'uncond_total_prob': 2.8779787472085288e-05, 'norm_correct_prob': 0.24874025789279164, 'norm_correct_prob_per_token': 0.25919213930684865, 'norm_correct_prob_per_char': 0.255348394462507, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.4754901960784315, 'predicted_index_per_token': 1.5179738562091503, 'predicted_index_per_char': 1.588235294117647, 'predicted_index_per_byte': 1.5866013071895424, 'predicted_index_uncond': 1.5571895424836601, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2630718954248366, 'acc_per_token': 0.2630718954248366, 'acc_per_char': 0.2761437908496732, 'acc_per_byte': 0.27450980392156865, 'acc_uncond': 0.26633986928104575, 'no_answer': 0.0, 'sum_logits_corr': -41.040202384680704, 'logits_per_token_corr': -5.485997232952096, 'logits_per_char_corr': -0.9961068791508125, 'bits_per_byte_corr': 1.4282928438893248, 'correct_prob': 2.3233581866365548e-05, 'correct_prob_per_token': 0.011257617436393126, 'correct_prob_per_char': 0.3990974574223254, 'margin': 8.448905922481411e-06, 'margin_per_token': -0.006778464328175325, 'margin_per_char': -0.05394352685426621, 'total_prob': 4.144940336039009e-05, 'total_prob_per_token': 0.04322499562409022, 'total_prob_per_char': 1.5666588124449432, 'uncond_correct_prob': 5.035578524318421e-06, 'uncond_correct_prob_per_token': 0.005609138606841067, 'uncond_correct_prob_per_char': 0.350957353386355, 'uncond_total_prob': 1.8203349668425926e-05, 'norm_correct_prob': 0.26055930264153415, 'norm_correct_prob_per_token': 0.26331531632410254, 'norm_correct_prob_per_char': 0.2554635125997383, 'primary_metric': 0.2630718954248366}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.4967320261437909, 'predicted_index_per_token': 1.4820261437908497, 'predicted_index_per_char': 1.576797385620915, 'predicted_index_per_byte': 1.4558823529411764, 'predicted_index_uncond': 1.488562091503268, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27124183006535946, 'acc_per_token': 0.28431372549019607, 'acc_per_char': 0.2647058823529412, 'acc_per_byte': 0.20098039215686275, 'acc_uncond': 0.3006535947712418, 'no_answer': 0.0, 'sum_logits_corr': -41.115470275380254, 'logits_per_token_corr': -5.536411351660102, 'logits_per_char_corr': -1.0046654397182813, 'logits_per_byte_corr': 1.4408344297002569, 'correct_prob': 3.114095798924936e-05, 'correct_prob_per_token': 0.011321631681635016, 'correct_prob_per_char': 0.3966338192820561, 'margin': 1.4014249364558606e-05, 'margin_per_token': -0.006852839298186663, 'margin_per_char': -0.05455594210878561, 'total_prob': 5.263926798868035e-05, 'total_prob_per_token': 0.04333011750270382, 'total_prob_per_char': 1.5541950310658472, 'uncond_correct_prob': 2.175205379221292e-06, 'uncond_correct_prob_per_token': 0.005308440019822592, 'uncond_correct_prob_per_char': 0.3408222488633008, 'uncond_total_prob': 8.376565293596474e-06, 'norm_correct_prob': 0.27441164338582086, 'norm_correct_prob_per_token': 0.2665499834769973, 'norm_correct_prob_per_char': 0.25627445319107267, 'primary_metric': 0.27124183006535946}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.4722222222222223, 'predicted_index_per_token': 1.5130718954248366, 'predicted_index_per_char': 1.5898692810457515, 'predicted_index_per_byte': 1.588235294117647, 'predicted_index_uncond': 1.5098039215686274, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27124183006535946, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.25163398692810457, 'acc_per_byte': 0.2549019607843137, 'acc_uncond': 0.24183006535947713, 'no_answer': 0.0, 'sum_logits_corr': -38.62816292787689, 'logits_per_token_corr': -5.242999656521798, 'logits_per_char_corr': -0.9502382389120068, 'bits_per_byte_corr': 1.3625855378626037, 'correct_prob': 4.7805779763823356e-05, 'correct_prob_per_token': 0.014864257427684114, 'correct_prob_per_char': 0.41706734052602207, 'margin': 2.1882870797033776e-05, 'margin_per_token': -0.007920321973986608, 'margin_per_char': -0.05403100427545196, 'total_prob': 7.895033090167173e-05, 'total_prob_per_token': 0.05594743079817089, 'total_prob_per_char': 1.6357257320334835, 'uncond_correct_prob': 6.290261513269346e-06, 'uncond_correct_prob_per_token': 0.007370842720581589, 'uncond_correct_prob_per_char': 0.3668305941996324, 'uncond_total_prob': 1.619229399899184e-05, 'norm_correct_prob': 0.2638544201100171, 'norm_correct_prob_per_token': 0.266083071693384, 'norm_correct_prob_per_char': 0.25599578353836067, 'primary_metric': 0.27124183006535946}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5196078431372548, 'predicted_index_per_token': 1.5179738562091503, 'predicted_index_per_char': 1.5800653594771241, 'predicted_index_per_byte': 1.5800653594771241, 'predicted_index_uncond': 1.5196078431372548, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2549019607843137, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.26143790849673204, 'acc_per_byte': 0.26143790849673204, 'acc_uncond': 0.24019607843137256, 'no_answer': 0.0, 'sum_logits_corr': -38.8470508343254, 'logits_per_token_corr': -5.232719538092832, 'logits_per_char_corr': -0.9489382316927671, 'bits_per_byte_corr': 1.3608607922228149, 'correct_prob': 6.23072067729873e-05, 'correct_prob_per_token': 0.014205646910362829, 'correct_prob_per_char': 0.41676065286604125, 'margin': 3.0394000661006427e-05, 'margin_per_token': -0.008703980548662492, 'margin_per_char': -0.05665583049663359, 'total_prob': 0.0001010518124383105, 'total_prob_per_token': 0.05515406431908377, 'total_prob_per_char': 1.6400267560843564, 'uncond_correct_prob': 4.292535865202903e-06, 'uncond_correct_prob_per_token': 0.0068058930203237335, 'uncond_correct_prob_per_char': 0.3627112373075177, 'uncond_total_prob': 1.6139295594749913e-05, 'norm_correct_prob': 0.25419679538673806, 'norm_correct_prob_per_token': 0.259102848877988, 'norm_correct_prob_per_char': 0.2548208737770836, 'primary_metric': 0.2549019607843137}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5049019607843137, 'predicted_index_per_token': 1.4493464052287581, 'predicted_index_per_char': 1.5277777777777777, 'predicted_index_per_byte': 1.4934640522875817, 'predicted_index_uncond': 1.5212418300653594, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.26143790849673204, 'acc_per_token': 0.2549019607843137, 'acc_per_char': 0.26633986928104575, 'acc_per_byte': 0.20261437908496732, 'acc_uncond': 0.2565359477124183, 'no_answer': 0.0, 'sum_logits_corr': -38.7520743834427, 'logits_per_token_corr': -5.219138557608693, 'logits_per_char_corr': -0.9492595524059948, 'logits_per_byte_corr': 1.3614434616296627, 'correct_prob': 3.192778576685795e-05, 'correct_prob_per_token': 0.014576377064443596, 'correct_prob_per_char': 0.41821875757893484, 'margin': -7.325033351067556e-06, 'margin_per_token': -0.008960318260768657, 'margin_per_char': -0.056862772119710005, 'total_prob': 7.820455964921179e-05, 'total_prob_per_token': 0.05635997292833784, 'total_prob_per_char': 1.6428042044997002, 'uncond_correct_prob': 2.646474454883816e-06, 'uncond_correct_prob_per_token': 0.00662218893104418, 'uncond_correct_prob_per_char': 0.3574885255597061, 'uncond_total_prob': 9.870866041436104e-06, 'norm_correct_prob': 0.26134026732516835, 'norm_correct_prob_per_token': 0.26377893101058375, 'norm_correct_prob_per_char': 0.25532235268406944, 'primary_metric': 0.26143790849673204}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.4820261437908497, 'predicted_index_per_token': 1.4640522875816993, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.553921568627451, 'predicted_index_uncond': 1.5179738562091503, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.25, 'acc_per_token': 0.272875816993464, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.2761437908496732, 'acc_uncond': 0.24836601307189543, 'no_answer': 0.0, 'sum_logits_corr': -38.192369782067594, 'logits_per_token_corr': -5.233393659254487, 'logits_per_char_corr': -0.9441546555881356, 'bits_per_byte_corr': 1.3542164592504786, 'correct_prob': 2.848280464321972e-05, 'correct_prob_per_token': 0.01563077375452429, 'correct_prob_per_char': 0.4193775159338111, 'margin': 1.1322933056813715e-05, 'margin_per_token': -0.008551625764335904, 'margin_per_char': -0.054254149670833605, 'total_prob': 5.0920702452816686e-05, 'total_prob_per_token': 0.05908825386907224, 'total_prob_per_char': 1.645522801677166, 'uncond_correct_prob': 3.2774700573357106e-06, 'uncond_correct_prob_per_token': 0.00720770485157814, 'uncond_correct_prob_per_char': 0.3612198051207363, 'uncond_total_prob': 1.023913949750379e-05, 'norm_correct_prob': 0.2582798806021955, 'norm_correct_prob_per_token': 0.26311728498887227, 'norm_correct_prob_per_char': 0.25585498853049604, 'primary_metric': 0.25}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.5016339869281046, 'predicted_index_per_token': 1.511437908496732, 'predicted_index_per_char': 1.5506535947712419, 'predicted_index_per_byte': 1.5506535947712419, 'predicted_index_uncond': 1.4820261437908497, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.26633986928104575, 'acc_per_token': 0.2761437908496732, 'acc_per_char': 0.28431372549019607, 'acc_per_byte': 0.28431372549019607, 'acc_uncond': 0.2565359477124183, 'no_answer': 0.0, 'sum_logits_corr': -37.477114281623194, 'logits_per_token_corr': -5.0155416460078275, 'logits_per_char_corr': -0.9067610680453342, 'bits_per_byte_corr': 1.3002838510853203, 'correct_prob': 9.488307654462035e-05, 'correct_prob_per_token': 0.017152824520883053, 'correct_prob_per_char': 0.4321185115901154, 'margin': -4.327350572126137e-06, 'margin_per_token': -0.009751463142711006, 'margin_per_char': -0.055767711418550484, 'total_prob': 0.00020680190499292047, 'total_prob_per_token': 0.06576680794164029, 'total_prob_per_char': 1.6943842731100391, 'uncond_correct_prob': 1.973671748992434e-06, 'uncond_correct_prob_per_token': 0.00720027653398574, 'uncond_correct_prob_per_char': 0.36415977558783863, 'uncond_total_prob': 8.179412712966019e-06, 'norm_correct_prob': 0.26780075698353467, 'norm_correct_prob_per_token': 0.26789743100446584, 'norm_correct_prob_per_char': 0.2566154631656694, 'primary_metric': 0.26633986928104575}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.4869281045751634, 'predicted_index_per_token': 1.4820261437908497, 'predicted_index_per_char': 1.5490196078431373, 'predicted_index_per_byte': 1.5081699346405228, 'predicted_index_uncond': 1.4591503267973855, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2696078431372549, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.26143790849673204, 'acc_per_byte': 0.21895424836601307, 'acc_uncond': 0.24509803921568626, 'no_answer': 0.0, 'sum_logits_corr': -38.0642882593317, 'logits_per_token_corr': -5.158349001416481, 'logits_per_char_corr': -0.940349084383955, 'logits_per_byte_corr': 1.3484652162148674, 'correct_prob': 4.309085592153067e-05, 'correct_prob_per_token': 0.01549419564121234, 'correct_prob_per_char': 0.42276649883651113, 'margin': 6.947521066190373e-06, 'margin_per_token': -0.009397408749951191, 'margin_per_char': -0.05775332505540225, 'total_prob': 8.674678024796885e-05, 'total_prob_per_token': 0.06057668879427792, 'total_prob_per_char': 1.6658577908852552, 'uncond_correct_prob': 2.4269075967132124e-06, 'uncond_correct_prob_per_token': 0.006820445338401247, 'uncond_correct_prob_per_char': 0.35709399218323323, 'uncond_total_prob': 9.623140029673027e-06, 'norm_correct_prob': 0.26256330188032617, 'norm_correct_prob_per_token': 0.2602329199419242, 'norm_correct_prob_per_char': 0.2544451666668113, 'primary_metric': 0.2696078431372549}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.4918300653594772, 'predicted_index_per_token': 1.457516339869281, 'predicted_index_per_char': 1.5098039215686274, 'predicted_index_per_byte': 1.522875816993464, 'predicted_index_uncond': 1.5179738562091503, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2647058823529412, 'acc_per_token': 0.2647058823529412, 'acc_per_char': 0.2565359477124183, 'acc_per_byte': 0.2549019607843137, 'acc_uncond': 0.2369281045751634, 'no_answer': 0.0, 'sum_logits_corr': -36.83814118033141, 'logits_per_token_corr': -5.019512615095395, 'logits_per_char_corr': -0.9079048027974156, 'bits_per_byte_corr': 1.3020604882753497, 'correct_prob': 7.675371365938634e-05, 'correct_prob_per_token': 0.018907979795585013, 'correct_prob_per_char': 0.4345434820149121, 'margin': -4.663293015105578e-06, 'margin_per_token': -0.010514693856858137, 'margin_per_char': -0.057686393245676315, 'total_prob': 0.00016780266083537033, 'total_prob_per_token': 0.0721331460729714, 'total_prob_per_char': 1.7091817826056723, 'uncond_correct_prob': 2.16697423401758e-06, 'uncond_correct_prob_per_token': 0.0070401720791142715, 'uncond_correct_prob_per_char': 0.35855163596799045, 'uncond_total_prob': 8.552975797337593e-06, 'norm_correct_prob': 0.2567863646433884, 'norm_correct_prob_per_token': 0.26274554543680356, 'norm_correct_prob_per_char': 0.25504276006489973, 'primary_metric': 0.2647058823529412}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.4640522875816993, 'predicted_index_per_token': 1.457516339869281, 'predicted_index_per_char': 1.5473856209150327, 'predicted_index_per_byte': 1.542483660130719, 'predicted_index_uncond': 1.4950980392156863, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27124183006535946, 'acc_per_token': 0.25980392156862747, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.28104575163398693, 'acc_uncond': 0.23366013071895425, 'no_answer': 0.0, 'sum_logits_corr': -36.62642416260601, 'logits_per_token_corr': -4.8963210290054935, 'logits_per_char_corr': -0.8840022896461655, 'bits_per_byte_corr': 1.267963439169591, 'correct_prob': 0.00012561477515731813, 'correct_prob_per_token': 0.0195731024351646, 'correct_prob_per_char': 0.441495525650093, 'margin': 5.554604877316754e-06, 'margin_per_token': -0.010451481881050547, 'margin_per_char': -0.05659375395384424, 'total_prob': 0.0002572014300058253, 'total_prob_per_token': 0.073326171096862, 'total_prob_per_char': 1.7292594410915805, 'uncond_correct_prob': 1.93104371794034e-06, 'uncond_correct_prob_per_token': 0.007289333358050726, 'uncond_correct_prob_per_char': 0.36233586759099085, 'uncond_total_prob': 9.434392866070501e-06, 'norm_correct_prob': 0.2737647994487493, 'norm_correct_prob_per_token': 0.26685159024004895, 'norm_correct_prob_per_char': 0.25608455795346896, 'primary_metric': 0.27124183006535946}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.477124183006536, 'predicted_index_per_token': 1.4754901960784315, 'predicted_index_per_char': 1.5849673202614378, 'predicted_index_per_byte': 1.5375816993464053, 'predicted_index_uncond': 1.4362745098039216, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.26143790849673204, 'acc_per_char': 0.27124183006535946, 'acc_per_byte': 0.19607843137254902, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -36.89921594873753, 'logits_per_token_corr': -5.023047458829739, 'logits_per_char_corr': -0.9142013277233539, 'logits_per_byte_corr': 1.310786648036775, 'correct_prob': 0.00024352809899493065, 'correct_prob_per_token': 0.018131330340837703, 'correct_prob_per_char': 0.4336451785545046, 'margin': 0.00015353031055317164, 'margin_per_token': -0.01005447194690495, 'margin_per_char': -0.05660989087743516, 'total_prob': 0.0003420789000414606, 'total_prob_per_token': 0.06894999879440437, 'total_prob_per_char': 1.7018189009290534, 'uncond_correct_prob': 1.9460631301836695e-06, 'uncond_correct_prob_per_token': 0.006904235157501726, 'uncond_correct_prob_per_char': 0.357991435555316, 'uncond_total_prob': 9.564377644310292e-06, 'norm_correct_prob': 0.2655322052593788, 'norm_correct_prob_per_token': 0.26474705013416805, 'norm_correct_prob_per_char': 0.25519703533854693, 'primary_metric': 0.2679738562091503}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.4722222222222223, 'predicted_index_per_token': 1.4705882352941178, 'predicted_index_per_char': 1.5620915032679739, 'predicted_index_per_byte': 1.5669934640522876, 'predicted_index_uncond': 1.4934640522875817, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2581699346405229, 'acc_per_token': 0.27124183006535946, 'acc_per_char': 0.2761437908496732, 'acc_per_byte': 0.2761437908496732, 'acc_uncond': 0.25326797385620914, 'no_answer': 0.0, 'sum_logits_corr': -35.997499037412254, 'logits_per_token_corr': -4.8889273849370625, 'logits_per_char_corr': -0.8849104598488643, 'bits_per_byte_corr': 1.2692172023220374, 'correct_prob': 0.0002856478918346336, 'correct_prob_per_token': 0.021087415668607362, 'correct_prob_per_char': 0.4441150753639652, 'margin': 0.00011020947093274311, 'margin_per_token': -0.011252460449364569, 'margin_per_char': -0.05803549282921661, 'total_prob': 0.0004754204357633314, 'total_prob_per_token': 0.07959305495101011, 'total_prob_per_char': 1.7457318601181313, 'uncond_correct_prob': 1.3984278106239229e-06, 'uncond_correct_prob_per_token': 0.0066976242477061404, 'uncond_correct_prob_per_char': 0.3511358853185184, 'uncond_total_prob': 7.944656234245938e-06, 'norm_correct_prob': 0.25663220932132347, 'norm_correct_prob_per_token': 0.2642515422886303, 'norm_correct_prob_per_char': 0.25469564223345664, 'primary_metric': 0.2581699346405229}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.4379084967320261, 'predicted_index_per_token': 1.4444444444444444, 'predicted_index_per_char': 1.5637254901960784, 'predicted_index_per_byte': 1.565359477124183, 'predicted_index_uncond': 1.5392156862745099, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27450980392156865, 'acc_per_token': 0.26143790849673204, 'acc_per_char': 0.2826797385620915, 'acc_per_byte': 0.27941176470588236, 'acc_uncond': 0.25326797385620914, 'no_answer': 0.0, 'sum_logits_corr': -36.149698597932954, 'logits_per_token_corr': -4.851219198108262, 'logits_per_char_corr': -0.8774921079383599, 'bits_per_byte_corr': 1.2581749644786715, 'correct_prob': 0.00014691887137408043, 'correct_prob_per_token': 0.020814506512443456, 'correct_prob_per_char': 0.44547517432253164, 'margin': -7.991534814492736e-06, 'margin_per_token': -0.009989108632603735, 'margin_per_char': -0.05611878491662221, 'total_prob': 0.0003128405872215722, 'total_prob_per_token': 0.07667472768404185, 'total_prob_per_char': 1.7439012041778879, 'uncond_correct_prob': 4.247713677270886e-06, 'uncond_correct_prob_per_token': 0.007186583720414693, 'uncond_correct_prob_per_char': 0.3624448959128906, 'uncond_total_prob': 2.612435995813552e-05, 'norm_correct_prob': 0.27000723668899, 'norm_correct_prob_per_token': 0.2672371277923575, 'norm_correct_prob_per_char': 0.25633444507652925, 'primary_metric': 0.27450980392156865}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5163398692810457, 'predicted_index_per_token': 1.4591503267973855, 'predicted_index_per_char': 1.5898692810457515, 'predicted_index_per_byte': 1.4983660130718954, 'predicted_index_uncond': 1.488562091503268, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.28104575163398693, 'acc_per_char': 0.272875816993464, 'acc_per_byte': 0.19117647058823528, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -36.138603970505834, 'logits_per_token_corr': -4.848765563979532, 'logits_per_char_corr': -0.8816029519085434, 'logits_per_byte_corr': 1.2642230192435657, 'correct_prob': 0.0002540527933643714, 'correct_prob_per_token': 0.020134454532125926, 'correct_prob_per_char': 0.4442394724858722, 'margin': 0.00014006011872550546, 'margin_per_token': -0.011131334527458877, 'margin_per_char': -0.05865515278834205, 'total_prob': 0.00038855872909460533, 'total_prob_per_token': 0.07619377009095873, 'total_prob_per_char': 1.7437706048575279, 'uncond_correct_prob': 2.474962043437479e-06, 'uncond_correct_prob_per_token': 0.0072634324963570295, 'uncond_correct_prob_per_char': 0.3614682052393284, 'uncond_total_prob': 1.0788119812738489e-05, 'norm_correct_prob': 0.271791277526834, 'norm_correct_prob_per_token': 0.26468796948774176, 'norm_correct_prob_per_char': 0.2557647672488225, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.4640522875816993, 'predicted_index_per_token': 1.4428104575163399, 'predicted_index_per_char': 1.5441176470588236, 'predicted_index_per_byte': 1.5408496732026145, 'predicted_index_uncond': 1.4754901960784315, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2647058823529412, 'acc_per_token': 0.25, 'acc_per_char': 0.26633986928104575, 'acc_per_byte': 0.26633986928104575, 'acc_uncond': 0.25163398692810457, 'no_answer': 0.0, 'sum_logits_corr': -36.07938326067395, 'logits_per_token_corr': -4.89727140056076, 'logits_per_char_corr': -0.8873115947826321, 'bits_per_byte_corr': 1.2724487620502465, 'correct_prob': 0.0001984928632201373, 'correct_prob_per_token': 0.020596932351566923, 'correct_prob_per_char': 0.44250694587366374, 'margin': 5.26351586603114e-05, 'margin_per_token': -0.011825061714823268, 'margin_per_char': -0.058775100623344706, 'total_prob': 0.00035738368275535406, 'total_prob_per_token': 0.0791589981037266, 'total_prob_per_char': 1.7409418583482366, 'uncond_correct_prob': 2.3659118230470496e-06, 'uncond_correct_prob_per_token': 0.00742626699408013, 'uncond_correct_prob_per_char': 0.3611837210355314, 'uncond_total_prob': 1.2088267661879846e-05, 'norm_correct_prob': 0.25913211034936134, 'norm_correct_prob_per_token': 0.2633304643524047, 'norm_correct_prob_per_char': 0.25468970653385004, 'primary_metric': 0.2647058823529412}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.4673202614379084, 'predicted_index_per_token': 1.4558823529411764, 'predicted_index_per_char': 1.5441176470588236, 'predicted_index_per_byte': 1.5343137254901962, 'predicted_index_uncond': 1.4722222222222223, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27450980392156865, 'acc_per_token': 0.25980392156862747, 'acc_per_char': 0.26633986928104575, 'acc_per_byte': 0.2679738562091503, 'acc_uncond': 0.25163398692810457, 'no_answer': 0.0, 'sum_logits_corr': -36.29104334661384, 'logits_per_token_corr': -4.921018961555371, 'logits_per_char_corr': -0.8940937260289192, 'bits_per_byte_corr': 1.2820031168471446, 'correct_prob': 0.00020257053444522238, 'correct_prob_per_token': 0.01979412414061731, 'correct_prob_per_char': 0.4406672674085662, 'margin': 0.0001383286103275461, 'margin_per_token': -0.010589670570645186, 'margin_per_char': -0.05692042803550291, 'total_prob': 0.0002759062856676165, 'total_prob_per_token': 0.0750214894209969, 'total_prob_per_char': 1.7303957192153305, 'uncond_correct_prob': 1.3007855628091852e-06, 'uncond_correct_prob_per_token': 0.007150635893590234, 'uncond_correct_prob_per_char': 0.3611186614318989, 'uncond_total_prob': 5.7936827278896944e-06, 'norm_correct_prob': 0.2697514292444152, 'norm_correct_prob_per_token': 0.26413010063162445, 'norm_correct_prob_per_char': 0.25549484329046657, 'primary_metric': 0.27450980392156865}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.4918300653594772, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.5457516339869282, 'predicted_index_per_byte': 1.4852941176470589, 'predicted_index_uncond': 1.4950980392156863, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.28104575163398693, 'acc_per_token': 0.26633986928104575, 'acc_per_char': 0.24836601307189543, 'acc_per_byte': 0.20588235294117646, 'acc_uncond': 0.25980392156862747, 'no_answer': 0.0, 'sum_logits_corr': -36.19239167391864, 'logits_per_token_corr': -4.947016412199406, 'logits_per_char_corr': -0.8966292069938228, 'logits_per_byte_corr': 1.2859893873756005, 'correct_prob': 0.0002878112411689645, 'correct_prob_per_token': 0.01961743197506378, 'correct_prob_per_char': 0.4393949822353699, 'margin': 0.00016770389152169743, 'margin_per_token': -0.010265542574136111, 'margin_per_char': -0.05640463321574545, 'total_prob': 0.0004185412498909816, 'total_prob_per_token': 0.07439305134050801, 'total_prob_per_char': 1.7211927048716154, 'uncond_correct_prob': 2.4910621443582743e-06, 'uncond_correct_prob_per_token': 0.007133996818645594, 'uncond_correct_prob_per_char': 0.3602102655420916, 'uncond_total_prob': 1.424692389882315e-05, 'norm_correct_prob': 0.27539436807942014, 'norm_correct_prob_per_token': 0.26798590669368794, 'norm_correct_prob_per_char': 0.25613602412504083, 'primary_metric': 0.28104575163398693}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.511437908496732, 'predicted_index_per_token': 1.4362745098039216, 'predicted_index_per_char': 1.565359477124183, 'predicted_index_per_byte': 1.5588235294117647, 'predicted_index_uncond': 1.5098039215686274, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2647058823529412, 'acc_per_token': 0.26633986928104575, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.27941176470588236, 'no_answer': 0.0, 'sum_logits_corr': -35.17006234483781, 'logits_per_token_corr': -4.69493707312187, 'logits_per_char_corr': -0.8519276466572278, 'bits_per_byte_corr': 1.2216024260525737, 'correct_prob': 0.0005576947183814565, 'correct_prob_per_token': 0.024084316112263204, 'correct_prob_per_char': 0.45683963382331866, 'margin': 0.0001404936572200513, 'margin_per_token': -0.011835754483157455, 'margin_per_char': -0.05835746855510569, 'total_prob': 0.001016183379132027, 'total_prob_per_token': 0.08926752586610259, 'total_prob_per_char': 1.794552760057546, 'uncond_correct_prob': 3.6524083458930485e-06, 'uncond_correct_prob_per_token': 0.006913583596062398, 'uncond_correct_prob_per_char': 0.358229589177298, 'uncond_total_prob': 1.6897249499059736e-05, 'norm_correct_prob': 0.26115717636262087, 'norm_correct_prob_per_token': 0.26774320278561553, 'norm_correct_prob_per_char': 0.2552791647947161, 'primary_metric': 0.2647058823529412}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.4591503267973855, 'predicted_index_per_token': 1.4967320261437909, 'predicted_index_per_char': 1.5637254901960784, 'predicted_index_per_byte': 1.5637254901960784, 'predicted_index_uncond': 1.488562091503268, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.25980392156862747, 'acc_per_token': 0.27941176470588236, 'acc_per_char': 0.2647058823529412, 'acc_per_byte': 0.2679738562091503, 'acc_uncond': 0.2581699346405229, 'no_answer': 0.0, 'sum_logits_corr': -35.66755140412088, 'logits_per_token_corr': -4.822552882482795, 'logits_per_char_corr': -0.8722962342491557, 'bits_per_byte_corr': 1.2510211236307918, 'correct_prob': 0.00011175517604340708, 'correct_prob_per_token': 0.021534149679779666, 'correct_prob_per_char': 0.4481379306589522, 'margin': -0.00012061968026690534, 'margin_per_token': -0.010902319577199076, 'margin_per_char': -0.058467828977938056, 'total_prob': 0.00036792566278358085, 'total_prob_per_token': 0.08022479357326856, 'total_prob_per_char': 1.760801228558509, 'uncond_correct_prob': 2.3235837847650695e-06, 'uncond_correct_prob_per_token': 0.00782745507280269, 'uncond_correct_prob_per_char': 0.3697530611751273, 'uncond_total_prob': 1.0876506219049794e-05, 'norm_correct_prob': 0.26370855525920717, 'norm_correct_prob_per_token': 0.2641561589198945, 'norm_correct_prob_per_char': 0.25517225670493454, 'primary_metric': 0.25980392156862747}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.4640522875816993, 'predicted_index_per_token': 1.4281045751633987, 'predicted_index_per_char': 1.5490196078431373, 'predicted_index_per_byte': 1.4918300653594772, 'predicted_index_uncond': 1.477124183006536, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.2826797385620915, 'acc_per_char': 0.27124183006535946, 'acc_per_byte': 0.21895424836601307, 'acc_uncond': 0.2761437908496732, 'no_answer': 0.0, 'sum_logits_corr': -35.916593960297654, 'logits_per_token_corr': -4.849502029026262, 'logits_per_char_corr': -0.8816727948349139, 'logits_per_byte_corr': 1.2643324140655856, 'correct_prob': 0.0003394146443301767, 'correct_prob_per_token': 0.02047892221903082, 'correct_prob_per_char': 0.4453275409622386, 'margin': 5.357892143011365e-05, 'margin_per_token': -0.010655629343620684, 'margin_per_char': -0.05501775260155155, 'total_prob': 0.0006446888823598796, 'total_prob_per_token': 0.07744932544262098, 'total_prob_per_char': 1.743040297662437, 'uncond_correct_prob': 2.2170344225515665e-06, 'uncond_correct_prob_per_token': 0.007301708426149553, 'uncond_correct_prob_per_char': 0.36085292064482566, 'uncond_total_prob': 9.876578384123829e-06, 'norm_correct_prob': 0.2686827777493685, 'norm_correct_prob_per_token': 0.269554512560973, 'norm_correct_prob_per_char': 0.25620100447442856, 'primary_metric': 0.2679738562091503}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4477124183006536, 'predicted_index_per_token': 1.434640522875817, 'predicted_index_per_char': 1.5032679738562091, 'predicted_index_per_byte': 1.5016339869281046, 'predicted_index_uncond': 1.5620915032679739, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2696078431372549, 'acc_per_token': 0.27941176470588236, 'acc_per_char': 0.27124183006535946, 'acc_per_byte': 0.27124183006535946, 'acc_uncond': 0.24836601307189543, 'no_answer': 0.0, 'sum_logits_corr': -35.11825305184507, 'logits_per_token_corr': -4.740550277282722, 'logits_per_char_corr': -0.8622567766853559, 'bits_per_byte_corr': 1.2364035883561248, 'correct_prob': 0.0005638580404294592, 'correct_prob_per_token': 0.024034587602893117, 'correct_prob_per_char': 0.45505091224888944, 'margin': -0.00013228728071035256, 'margin_per_token': -0.01181662364078464, 'margin_per_char': -0.057380261821764374, 'total_prob': 0.0012818486261199343, 'total_prob_per_token': 0.08962919354292016, 'total_prob_per_char': 1.7838482337090327, 'uncond_correct_prob': 1.1094531899587416e-06, 'uncond_correct_prob_per_token': 0.006982094244715346, 'uncond_correct_prob_per_char': 0.35474924752493947, 'uncond_total_prob': 5.251279222882299e-06, 'norm_correct_prob': 0.25935981505760775, 'norm_correct_prob_per_token': 0.2677101972160022, 'norm_correct_prob_per_char': 0.2556556902495058, 'primary_metric': 0.2696078431372549}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4362745098039216, 'predicted_index_per_token': 1.4542483660130718, 'predicted_index_per_char': 1.5343137254901962, 'predicted_index_per_byte': 1.5277777777777777, 'predicted_index_uncond': 1.522875816993464, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.272875816993464, 'acc_per_char': 0.27941176470588236, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.25980392156862747, 'no_answer': 0.0, 'sum_logits_corr': -35.70113016226713, 'logits_per_token_corr': -4.8617208376776215, 'logits_per_char_corr': -0.8789958322080227, 'bits_per_byte_corr': 1.2606797851528222, 'correct_prob': 0.00010144656612629408, 'correct_prob_per_token': 0.021106011819231312, 'correct_prob_per_char': 0.44536797024858427, 'margin': 8.743528274317278e-06, 'margin_per_token': -0.01055942341043359, 'margin_per_char': -0.05525534217743586, 'total_prob': 0.00020459089211925343, 'total_prob_per_token': 0.07893053301725872, 'total_prob_per_char': 1.7449833390270708, 'uncond_correct_prob': 1.9008971408875947e-06, 'uncond_correct_prob_per_token': 0.007426921834058802, 'uncond_correct_prob_per_char': 0.36120621076706155, 'uncond_total_prob': 8.042346105593042e-06, 'norm_correct_prob': 0.26971803374642533, 'norm_correct_prob_per_token': 0.26694884691430854, 'norm_correct_prob_per_char': 0.25618149255564737, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.5343137254901962, 'predicted_index_per_token': 1.5441176470588236, 'predicted_index_per_char': 1.5637254901960784, 'predicted_index_per_byte': 1.4836601307189543, 'predicted_index_uncond': 1.4836601307189543, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.2679738562091503, 'acc_per_char': 0.25980392156862747, 'acc_per_byte': 0.1977124183006536, 'acc_uncond': 0.26143790849673204, 'no_answer': 0.0, 'sum_logits_corr': -35.91053278461781, 'logits_per_token_corr': -4.897458184738582, 'logits_per_char_corr': -0.8935955686588141, 'logits_per_byte_corr': 1.281310164827443, 'correct_prob': 0.0001901924215254809, 'correct_prob_per_token': 0.020097144700828396, 'correct_prob_per_char': 0.4426088640342251, 'margin': 0.00010014829193857559, 'margin_per_token': -0.011665661519303896, 'margin_per_char': -0.0572101973137996, 'total_prob': 0.00029151759953709324, 'total_prob_per_token': 0.07724202449503738, 'total_prob_per_char': 1.7347369028695696, 'uncond_correct_prob': 5.304276878051072e-07, 'uncond_correct_prob_per_token': 0.006355741910415072, 'uncond_correct_prob_per_char': 0.3462133797436564, 'uncond_total_prob': 2.509928177278215e-06, 'norm_correct_prob': 0.26572449550864174, 'norm_correct_prob_per_token': 0.2661285963063108, 'norm_correct_prob_per_char': 0.25578130031740026, 'primary_metric': 0.2679738562091503}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.473856209150327, 'predicted_index_per_token': 1.4640522875816993, 'predicted_index_per_char': 1.5277777777777777, 'predicted_index_per_byte': 1.5212418300653594, 'predicted_index_uncond': 1.4901960784313726, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.272875816993464, 'acc_per_token': 0.28921568627450983, 'acc_per_char': 0.26633986928104575, 'acc_per_byte': 0.26633986928104575, 'acc_uncond': 0.238562091503268, 'no_answer': 0.0, 'sum_logits_corr': -35.03955757033591, 'logits_per_token_corr': -4.722128767442395, 'logits_per_char_corr': -0.8526767112055468, 'bits_per_byte_corr': 1.2229446337600276, 'correct_prob': 0.00032555235010757, 'correct_prob_per_token': 0.02382783333005486, 'correct_prob_per_char': 0.4554274860228861, 'margin': 0.00016318934341119176, 'margin_per_token': -0.011608765357032617, 'margin_per_char': -0.05696331987961011, 'total_prob': 0.0005070295114194168, 'total_prob_per_token': 0.08837260327120477, 'total_prob_per_char': 1.7845572816681465, 'uncond_correct_prob': 1.5967252384900115e-06, 'uncond_correct_prob_per_token': 0.007226349505627173, 'uncond_correct_prob_per_char': 0.3572148402867046, 'uncond_total_prob': 6.883583604822313e-06, 'norm_correct_prob': 0.26185295006488296, 'norm_correct_prob_per_token': 0.269479274543563, 'norm_correct_prob_per_char': 0.2559158023280444, 'primary_metric': 0.272875816993464}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.4362745098039216, 'predicted_index_per_token': 1.457516339869281, 'predicted_index_per_char': 1.5702614379084967, 'predicted_index_per_byte': 1.5816993464052287, 'predicted_index_uncond': 1.477124183006536, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.25980392156862747, 'acc_per_byte': 0.26143790849673204, 'acc_uncond': 0.26143790849673204, 'no_answer': 0.0, 'sum_logits_corr': -34.65800102123248, 'logits_per_token_corr': -4.642807941758019, 'logits_per_char_corr': -0.8399013857488168, 'bits_per_byte_corr': 1.204350745070007, 'correct_prob': 0.00039398807789037846, 'correct_prob_per_token': 0.024672889408065123, 'correct_prob_per_char': 0.4606474664655487, 'margin': 0.00014291227725323887, 'margin_per_token': -0.011097713493914314, 'margin_per_char': -0.05517053873304492, 'total_prob': 0.0006683000594029278, 'total_prob_per_token': 0.09015286010883504, 'total_prob_per_char': 1.8032237917297642, 'uncond_correct_prob': 1.744638618610039e-06, 'uncond_correct_prob_per_token': 0.007629800882082312, 'uncond_correct_prob_per_char': 0.3643892446824667, 'uncond_total_prob': 8.969263657659317e-06, 'norm_correct_prob': 0.2712452479716508, 'norm_correct_prob_per_token': 0.2692293158583352, 'norm_correct_prob_per_char': 0.25662548167905086, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.5065359477124183, 'predicted_index_per_token': 1.4542483660130718, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5130718954248366, 'predicted_index_uncond': 1.457516339869281, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.25980392156862747, 'acc_per_token': 0.2696078431372549, 'acc_per_char': 0.2565359477124183, 'acc_per_byte': 0.19607843137254902, 'acc_uncond': 0.2679738562091503, 'no_answer': 0.0, 'sum_logits_corr': -35.25894709934596, 'logits_per_token_corr': -4.760292124694072, 'logits_per_char_corr': -0.8679891899695427, 'logits_per_byte_corr': 1.2445264195086747, 'correct_prob': 0.000271875414325467, 'correct_prob_per_token': 0.02143470225362561, 'correct_prob_per_char': 0.45156823526533246, 'margin': 0.00011317189316063149, 'margin_per_token': -0.011900015235243942, 'margin_per_char': -0.055641265110253774, 'total_prob': 0.00045452797226453953, 'total_prob_per_token': 0.0822743472056116, 'total_prob_per_char': 1.769024533891696, 'uncond_correct_prob': 1.981542543100246e-06, 'uncond_correct_prob_per_token': 0.007873821716787402, 'uncond_correct_prob_per_char': 0.3645299689701129, 'uncond_total_prob': 9.298452546111235e-06, 'norm_correct_prob': 0.26491203895475035, 'norm_correct_prob_per_token': 0.2666984428509972, 'norm_correct_prob_per_char': 0.25559745287540503, 'primary_metric': 0.25980392156862747}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.4526143790849673, 'predicted_index_per_token': 1.4787581699346406, 'predicted_index_per_char': 1.5212418300653594, 'predicted_index_per_byte': 1.5065359477124183, 'predicted_index_uncond': 1.5, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2630718954248366, 'acc_per_token': 0.2630718954248366, 'acc_per_char': 0.2565359477124183, 'acc_per_byte': 0.2581699346405229, 'acc_uncond': 0.26143790849673204, 'no_answer': 0.0, 'sum_logits_corr': -34.407986913241594, 'logits_per_token_corr': -4.604788801650227, 'logits_per_char_corr': -0.8358207569881598, 'bits_per_byte_corr': 1.1983676241442978, 'correct_prob': 0.0006361512260572019, 'correct_prob_per_token': 0.026295218372383224, 'correct_prob_per_char': 0.4643458498790923, 'margin': -0.0002791039549147478, 'margin_per_token': -0.013079921778742724, 'margin_per_char': -0.05762836130808045, 'total_prob': 0.0015975521023914299, 'total_prob_per_token': 0.0975789814420229, 'total_prob_per_char': 1.8217675767289105, 'uncond_correct_prob': 1.5788815463596504e-06, 'uncond_correct_prob_per_token': 0.007671179523277736, 'uncond_correct_prob_per_char': 0.3648207814969456, 'uncond_total_prob': 6.640849459094992e-06, 'norm_correct_prob': 0.2572642246263487, 'norm_correct_prob_per_token': 0.26694075207010454, 'norm_correct_prob_per_char': 0.25509781092462164, 'primary_metric': 0.2630718954248366}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.457516339869281, 'predicted_index_per_token': 1.4624183006535947, 'predicted_index_per_char': 1.5408496732026145, 'predicted_index_per_byte': 1.5441176470588236, 'predicted_index_uncond': 1.5130718954248366, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.28104575163398693, 'acc_per_token': 0.2696078431372549, 'acc_per_char': 0.27124183006535946, 'acc_per_byte': 0.27124183006535946, 'acc_uncond': 0.25163398692810457, 'no_answer': 0.0, 'sum_logits_corr': -35.004397241897834, 'logits_per_token_corr': -4.723010317261562, 'logits_per_char_corr': -0.8543190564973627, 'bits_per_byte_corr': 1.2250130426447259, 'correct_prob': 0.0001264050606877281, 'correct_prob_per_token': 0.022924129345725575, 'correct_prob_per_char': 0.45528318677578933, 'margin': -9.666153896197595e-06, 'margin_per_token': -0.011690366285859616, 'margin_per_char': -0.05640964895907233, 'total_prob': 0.0002750448146911681, 'total_prob_per_token': 0.08586317234497733, 'total_prob_per_char': 1.7808589379222537, 'uncond_correct_prob': 1.9257020118351286e-06, 'uncond_correct_prob_per_token': 0.007056402483469777, 'uncond_correct_prob_per_char': 0.35538130847632615, 'uncond_total_prob': 1.036282789445644e-05, 'norm_correct_prob': 0.2735261384604343, 'norm_correct_prob_per_token': 0.2711118959325088, 'norm_correct_prob_per_char': 0.2568087632660981, 'primary_metric': 0.28104575163398693}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.5081699346405228, 'predicted_index_per_token': 1.5065359477124183, 'predicted_index_per_char': 1.5735294117647058, 'predicted_index_per_byte': 1.4689542483660132, 'predicted_index_uncond': 1.5326797385620916, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2826797385620915, 'acc_per_token': 0.28104575163398693, 'acc_per_char': 0.2826797385620915, 'acc_per_byte': 0.20098039215686275, 'acc_uncond': 0.272875816993464, 'no_answer': 0.0, 'sum_logits_corr': -35.30081500960331, 'logits_per_token_corr': -4.803660824874564, 'logits_per_char_corr': -0.8745083785064863, 'logits_per_byte_corr': 1.253960135453703, 'correct_prob': 0.00020976601628040236, 'correct_prob_per_token': 0.022140672121517144, 'correct_prob_per_char': 0.4499466512208788, 'margin': 4.238275706441452e-05, 'margin_per_token': -0.011863891563851677, 'margin_per_char': -0.05522782758243489, 'total_prob': 0.0003891923024156633, 'total_prob_per_token': 0.08350007036880137, 'total_prob_per_char': 1.759120075588417, 'uncond_correct_prob': 2.186894140117717e-06, 'uncond_correct_prob_per_token': 0.007442822676816146, 'uncond_correct_prob_per_char': 0.3611797517790624, 'uncond_total_prob': 1.1365049700132954e-05, 'norm_correct_prob': 0.27849020384116313, 'norm_correct_prob_per_token': 0.2691980568272908, 'norm_correct_prob_per_char': 0.2565774685837401, 'primary_metric': 0.2826797385620915}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.434640522875817, 'predicted_index_per_token': 1.4493464052287581, 'predicted_index_per_char': 1.5212418300653594, 'predicted_index_per_byte': 1.5196078431372548, 'predicted_index_uncond': 1.5098039215686274, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2647058823529412, 'acc_per_token': 0.2647058823529412, 'acc_per_char': 0.27124183006535946, 'acc_per_byte': 0.272875816993464, 'acc_uncond': 0.23039215686274508, 'no_answer': 0.0, 'sum_logits_corr': -34.56829122780195, 'logits_per_token_corr': -4.662126994941824, 'logits_per_char_corr': -0.8476384556842, 'bits_per_byte_corr': 1.21541763986411, 'correct_prob': 0.0005183785962200191, 'correct_prob_per_token': 0.025583129390137876, 'correct_prob_per_char': 0.4608365529802931, 'margin': 0.0002482629679434242, 'margin_per_token': -0.012068049199087596, 'margin_per_char': -0.05809614508635891, 'total_prob': 0.0008112863666631308, 'total_prob_per_token': 0.09424070328925101, 'total_prob_per_char': 1.8070840421991063, 'uncond_correct_prob': 1.4602909250605756e-06, 'uncond_correct_prob_per_token': 0.007339822293338335, 'uncond_correct_prob_per_char': 0.3569120707921728, 'uncond_total_prob': 5.357789153492495e-06, 'norm_correct_prob': 0.25867408906010825, 'norm_correct_prob_per_token': 0.26649395292149536, 'norm_correct_prob_per_char': 0.25527478764989836, 'primary_metric': 0.2647058823529412}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.4395424836601307, 'predicted_index_per_token': 1.4607843137254901, 'predicted_index_per_char': 1.5245098039215685, 'predicted_index_per_byte': 1.522875816993464, 'predicted_index_uncond': 1.473856209150327, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.272875816993464, 'acc_per_token': 0.28431372549019607, 'acc_per_char': 0.2647058823529412, 'acc_per_byte': 0.2679738562091503, 'acc_uncond': 0.26633986928104575, 'no_answer': 0.0, 'sum_logits_corr': -34.82724272425658, 'logits_per_token_corr': -4.700243469231614, 'logits_per_char_corr': -0.8481656658360505, 'bits_per_byte_corr': 1.2160879087044236, 'correct_prob': 0.00027262215422269715, 'correct_prob_per_token': 0.024508381744280425, 'correct_prob_per_char': 0.45740101637804287, 'margin': -0.00019172314601338314, 'margin_per_token': -0.011037646300528529, 'margin_per_char': -0.056242671020830685, 'total_prob': 0.0007682349274091544, 'total_prob_per_token': 0.08985507034359114, 'total_prob_per_char': 1.7922453061482155, 'uncond_correct_prob': 2.8567999929342395e-06, 'uncond_correct_prob_per_token': 0.00721706806645605, 'uncond_correct_prob_per_char': 0.35899805188277645, 'uncond_total_prob': 1.83411512144297e-05, 'norm_correct_prob': 0.26910696400175166, 'norm_correct_prob_per_token': 0.2687689537165286, 'norm_correct_prob_per_char': 0.2561445052116126, 'primary_metric': 0.272875816993464}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.5065359477124183, 'predicted_index_per_token': 1.4607843137254901, 'predicted_index_per_char': 1.5310457516339868, 'predicted_index_per_byte': 1.4852941176470589, 'predicted_index_uncond': 1.457516339869281, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.26633986928104575, 'acc_per_token': 0.27124183006535946, 'acc_per_char': 0.2565359477124183, 'acc_per_byte': 0.19281045751633988, 'acc_uncond': 0.2908496732026144, 'no_answer': 0.0, 'sum_logits_corr': -35.486451309490825, 'logits_per_token_corr': -4.853342694499183, 'logits_per_char_corr': -0.8803306553846783, 'logits_per_byte_corr': 1.2625640883831073, 'correct_prob': 5.0926201125439064e-05, 'correct_prob_per_token': 0.021176284706561955, 'correct_prob_per_char': 0.4461138439960006, 'margin': -2.3020232634269245e-06, 'margin_per_token': -0.01109753804917044, 'margin_per_char': -0.05531699140951649, 'total_prob': 0.00011321428747839114, 'total_prob_per_token': 0.07997179685320642, 'total_prob_per_char': 1.7469861794141155, 'uncond_correct_prob': 3.6697177889518973e-06, 'uncond_correct_prob_per_token': 0.007804419193241296, 'uncond_correct_prob_per_char': 0.3643475219667971, 'uncond_total_prob': 1.873517051553385e-05, 'norm_correct_prob': 0.2634550952613795, 'norm_correct_prob_per_token': 0.26625958843854275, 'norm_correct_prob_per_char': 0.2559363069666654, 'primary_metric': 0.26633986928104575}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.457516339869281, 'predicted_index_per_token': 1.4820261437908497, 'predicted_index_per_char': 1.5751633986928104, 'predicted_index_per_byte': 1.5800653594771241, 'predicted_index_uncond': 1.5310457516339868, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.24836601307189543, 'acc_per_token': 0.25326797385620914, 'acc_per_char': 0.24836601307189543, 'acc_per_byte': 0.24673202614379086, 'acc_uncond': 0.23366013071895425, 'no_answer': 0.0, 'sum_logits_corr': -33.84886218636644, 'logits_per_token_corr': -4.570764900266303, 'logits_per_char_corr': -0.8307297253319665, 'bits_per_byte_corr': 1.1910927861274339, 'correct_prob': 0.0006013268874234456, 'correct_prob_per_token': 0.027996932100487846, 'correct_prob_per_char': 0.46838500734073774, 'margin': -0.0002742247859517385, 'margin_per_token': -0.013358367096427695, 'margin_per_char': -0.06046593807944958, 'total_prob': 0.0015317056620252729, 'total_prob_per_token': 0.10352674006692147, 'total_prob_per_char': 1.8402262962556004, 'uncond_correct_prob': 1.298731802211135e-06, 'uncond_correct_prob_per_token': 0.007746002614774809, 'uncond_correct_prob_per_char': 0.360790245494873, 'uncond_total_prob': 6.179647500763456e-06, 'norm_correct_prob': 0.2483322303734113, 'norm_correct_prob_per_token': 0.2630450777986203, 'norm_correct_prob_per_char': 0.25463407668351473, 'primary_metric': 0.24836601307189543}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.488562091503268, 'predicted_index_per_token': 1.4509803921568627, 'predicted_index_per_char': 1.5571895424836601, 'predicted_index_per_byte': 1.565359477124183, 'predicted_index_uncond': 1.526143790849673, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.272875816993464, 'acc_per_char': 0.2761437908496732, 'acc_per_byte': 0.27450980392156865, 'acc_uncond': 0.26143790849673204, 'no_answer': 0.0, 'sum_logits_corr': -34.08204222270866, 'logits_per_token_corr': -4.612471965698848, 'logits_per_char_corr': -0.8347490228278411, 'bits_per_byte_corr': 1.1970050287055702, 'correct_prob': 0.0003441620730297091, 'correct_prob_per_token': 0.026143586719625782, 'correct_prob_per_char': 0.4644085758153591, 'margin': 8.291992234918246e-05, 'margin_per_token': -0.011656966771376814, 'margin_per_char': -0.05608434381747369, 'total_prob': 0.000637683869037932, 'total_prob_per_token': 0.09595537803946258, 'total_prob_per_char': 1.815515410915246, 'uncond_correct_prob': 2.162870321810137e-06, 'uncond_correct_prob_per_token': 0.007553658086985398, 'uncond_correct_prob_per_char': 0.3592796978703033, 'uncond_total_prob': 1.0496843933332384e-05, 'norm_correct_prob': 0.2682538728306021, 'norm_correct_prob_per_token': 0.27107984356634124, 'norm_correct_prob_per_char': 0.2567783236086167, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.4934640522875817, 'predicted_index_per_token': 1.473856209150327, 'predicted_index_per_char': 1.5196078431372548, 'predicted_index_per_byte': 1.542483660130719, 'predicted_index_uncond': 1.4934640522875817, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.28104575163398693, 'acc_per_token': 0.3006535947712418, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.19934640522875818, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -34.134846982613105, 'logits_per_token_corr': -4.609933314055161, 'logits_per_char_corr': -0.8390737425918512, 'logits_per_byte_corr': 1.2030631858856402, 'correct_prob': 0.0004934480217947101, 'correct_prob_per_token': 0.02568167981761321, 'correct_prob_per_char': 0.4639237150630554, 'margin': 0.00016559472463839134, 'margin_per_token': -0.012234533386470292, 'margin_per_char': -0.05588614626953016, 'total_prob': 0.0008458360944083859, 'total_prob_per_token': 0.09466017418321546, 'total_prob_per_char': 1.8149351385614318, 'uncond_correct_prob': 1.3898099882243573e-06, 'uncond_correct_prob_per_token': 0.007758258789441366, 'uncond_correct_prob_per_char': 0.36164695703171335, 'uncond_total_prob': 7.135921672632993e-06, 'norm_correct_prob': 0.2696918572830171, 'norm_correct_prob_per_token': 0.27102698040584733, 'norm_correct_prob_per_char': 0.2562777967268546, 'primary_metric': 0.28104575163398693}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.4444444444444444, 'predicted_index_per_token': 1.4526143790849673, 'predicted_index_per_char': 1.553921568627451, 'predicted_index_per_byte': 1.553921568627451, 'predicted_index_uncond': 1.5212418300653594, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2647058823529412, 'acc_per_token': 0.2565359477124183, 'acc_per_char': 0.25, 'acc_per_byte': 0.24836601307189543, 'acc_uncond': 0.23039215686274508, 'no_answer': 0.0, 'sum_logits_corr': -33.43476312651354, 'logits_per_token_corr': -4.496142212736907, 'logits_per_char_corr': -0.8176223566237087, 'bits_per_byte_corr': 1.1724273850745297, 'correct_prob': 0.0007295796689780331, 'correct_prob_per_token': 0.02898744516118709, 'correct_prob_per_char': 0.4733791741477618, 'margin': -4.390680494444648e-05, 'margin_per_token': -0.014049862577536522, 'margin_per_char': -0.060764871162830913, 'total_prob': 0.0015651305225417179, 'total_prob_per_token': 0.10791399585562224, 'total_prob_per_char': 1.8590532185179238, 'uncond_correct_prob': 2.2377000806382017e-06, 'uncond_correct_prob_per_token': 0.00847715733239615, 'uncond_correct_prob_per_char': 0.37054436173392874, 'uncond_total_prob': 8.95724110867367e-06, 'norm_correct_prob': 0.2582501113896886, 'norm_correct_prob_per_token': 0.26420326426019997, 'norm_correct_prob_per_char': 0.255091829483225, 'primary_metric': 0.2647058823529412}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.4836601307189543, 'predicted_index_per_token': 1.4330065359477124, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.5294117647058822, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2696078431372549, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.26633986928104575, 'acc_per_byte': 0.26633986928104575, 'acc_uncond': 0.27450980392156865, 'no_answer': 0.0, 'sum_logits_corr': -33.85690398173394, 'logits_per_token_corr': -4.561614137201119, 'logits_per_char_corr': -0.8237260420149893, 'bits_per_byte_corr': 1.1812121355886787, 'correct_prob': 0.00042806873040534665, 'correct_prob_per_token': 0.026716544497244817, 'correct_prob_per_char': 0.4675493272597934, 'margin': -2.681399737838835e-06, 'margin_per_token': -0.012656570659252553, 'margin_per_char': -0.05735841152488886, 'total_prob': 0.0008964430269241563, 'total_prob_per_token': 0.09916845992616502, 'total_prob_per_char': 1.832178197966969, 'uncond_correct_prob': 1.848565512657102e-06, 'uncond_correct_prob_per_token': 0.007685448410184648, 'uncond_correct_prob_per_char': 0.36302983835632074, 'uncond_total_prob': 9.74120108836434e-06, 'norm_correct_prob': 0.26453808373699444, 'norm_correct_prob_per_token': 0.2663723732573297, 'norm_correct_prob_per_char': 0.25619673953530353, 'primary_metric': 0.2696078431372549}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.473856209150327, 'predicted_index_per_token': 1.4624183006535947, 'predicted_index_per_char': 1.5065359477124183, 'predicted_index_per_byte': 1.4362745098039216, 'predicted_index_uncond': 1.4787581699346406, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.29248366013071897, 'acc_per_char': 0.272875816993464, 'acc_per_byte': 0.1895424836601307, 'acc_uncond': 0.2679738562091503, 'no_answer': 0.0, 'sum_logits_corr': -33.9579740240683, 'logits_per_token_corr': -4.576171953594505, 'logits_per_char_corr': -0.8340870454911664, 'logits_per_byte_corr': 1.1959322421378813, 'correct_prob': 0.00037261054185678237, 'correct_prob_per_token': 0.02593196438002994, 'correct_prob_per_char': 0.46590412811586174, 'margin': 6.777628893973537e-05, 'margin_per_token': -0.01301903702094775, 'margin_per_char': -0.055338619475370006, 'total_prob': 0.0007018218388890465, 'total_prob_per_token': 0.09682551354501363, 'total_prob_per_char': 1.8221364531263184, 'uncond_correct_prob': 1.2298246153973646e-06, 'uncond_correct_prob_per_token': 0.0075895890836540775, 'uncond_correct_prob_per_char': 0.3591591014182631, 'uncond_total_prob': 5.379783896050238e-06, 'norm_correct_prob': 0.27478808155320206, 'norm_correct_prob_per_token': 0.2705112360810223, 'norm_correct_prob_per_char': 0.2563349927977948, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.4150326797385622, 'predicted_index_per_token': 1.4248366013071896, 'predicted_index_per_char': 1.5081699346405228, 'predicted_index_per_byte': 1.5130718954248366, 'predicted_index_uncond': 1.5098039215686274, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2549019607843137, 'acc_per_token': 0.2434640522875817, 'acc_per_char': 0.25, 'acc_per_byte': 0.25163398692810457, 'acc_uncond': 0.24019607843137256, 'no_answer': 0.0, 'sum_logits_corr': -33.014686811983196, 'logits_per_token_corr': -4.392961496023423, 'logits_per_char_corr': -0.8004113716363874, 'bits_per_byte_corr': 1.147648332667488, 'correct_prob': 0.0009095152694818284, 'correct_prob_per_token': 0.031070908893546974, 'correct_prob_per_char': 0.4805548882049537, 'margin': 0.00018504803786450206, 'margin_per_token': -0.0142791492507661, 'margin_per_char': -0.060143299944538806, 'total_prob': 0.0017295267614471858, 'total_prob_per_token': 0.11346737207435627, 'total_prob_per_char': 1.8849252873908398, 'uncond_correct_prob': 1.530990116927497e-06, 'uncond_correct_prob_per_token': 0.008049691274416007, 'uncond_correct_prob_per_char': 0.3641213466062445, 'uncond_total_prob': 5.45963428474059e-06, 'norm_correct_prob': 0.2496660365346699, 'norm_correct_prob_per_token': 0.26411380909302956, 'norm_correct_prob_per_char': 0.2552839175691885, 'primary_metric': 0.2549019607843137}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.4705882352941178, 'predicted_index_per_token': 1.4705882352941178, 'predicted_index_per_char': 1.5343137254901962, 'predicted_index_per_byte': 1.5441176470588236, 'predicted_index_uncond': 1.4852941176470589, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2630718954248366, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.25980392156862747, 'acc_per_byte': 0.25980392156862747, 'acc_uncond': 0.27124183006535946, 'no_answer': 0.0, 'sum_logits_corr': -33.658050540615534, 'logits_per_token_corr': -4.532586502042557, 'logits_per_char_corr': -0.8189974965279512, 'bits_per_byte_corr': 1.174392291296291, 'correct_prob': 0.00044599800672279265, 'correct_prob_per_token': 0.027876600864240913, 'correct_prob_per_char': 0.47075578486765285, 'margin': 5.509907836462032e-05, 'margin_per_token': -0.012790926288545128, 'margin_per_char': -0.05739222111508985, 'total_prob': 0.0008919998436167018, 'total_prob_per_token': 0.10255844322573723, 'total_prob_per_char': 1.8434032373696598, 'uncond_correct_prob': 2.5341880076899867e-06, 'uncond_correct_prob_per_token': 0.007904142162919396, 'uncond_correct_prob_per_char': 0.3678055213568487, 'uncond_total_prob': 1.2442448362212326e-05, 'norm_correct_prob': 0.2648805754493151, 'norm_correct_prob_per_token': 0.268927034488598, 'norm_correct_prob_per_char': 0.25636954878267687, 'primary_metric': 0.2630718954248366}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.4836601307189543, 'predicted_index_per_token': 1.4068627450980393, 'predicted_index_per_char': 1.5130718954248366, 'predicted_index_per_byte': 1.457516339869281, 'predicted_index_uncond': 1.5098039215686274, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2647058823529412, 'acc_per_token': 0.2679738562091503, 'acc_per_char': 0.272875816993464, 'acc_per_byte': 0.2107843137254902, 'acc_uncond': 0.26633986928104575, 'no_answer': 0.0, 'sum_logits_corr': -33.986164991762124, 'logits_per_token_corr': -4.605922375346861, 'logits_per_char_corr': -0.8412820782123445, 'logits_per_byte_corr': 1.2062770672760519, 'correct_prob': 0.000676672698402509, 'correct_prob_per_token': 0.02630456134014445, 'correct_prob_per_char': 0.4651886592393156, 'margin': 0.00035464247947643524, 'margin_per_token': -0.012835631840447854, 'margin_per_char': -0.05782464486417086, 'total_prob': 0.0010380499828357165, 'total_prob_per_token': 0.09795712841561022, 'total_prob_per_char': 1.824456210227218, 'uncond_correct_prob': 2.925823500583875e-06, 'uncond_correct_prob_per_token': 0.00816097394976626, 'uncond_correct_prob_per_char': 0.3669193375247805, 'uncond_total_prob': 1.2905269023171357e-05, 'norm_correct_prob': 0.2606409214474407, 'norm_correct_prob_per_token': 0.26560425060540954, 'norm_correct_prob_per_char': 0.2552882202133992, 'primary_metric': 0.2647058823529412}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.4330065359477124, 'predicted_index_per_token': 1.4052287581699345, 'predicted_index_per_char': 1.5751633986928104, 'predicted_index_per_byte': 1.5816993464052287, 'predicted_index_uncond': 1.5571895424836601, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2581699346405229, 'acc_per_token': 0.25326797385620914, 'acc_per_char': 0.24836601307189543, 'acc_per_byte': 0.25163398692810457, 'acc_uncond': 0.2434640522875817, 'no_answer': 0.0, 'sum_logits_corr': -32.897953577680525, 'logits_per_token_corr': -4.396630716047795, 'logits_per_char_corr': -0.7998348889313132, 'bits_per_byte_corr': 1.1470124011426148, 'correct_prob': 0.0007798778942871245, 'correct_prob_per_token': 0.03087271013636313, 'correct_prob_per_char': 0.48087146317705265, 'margin': 0.0001742373552269788, 'margin_per_token': -0.014194292653892222, 'margin_per_char': -0.05917085066963454, 'total_prob': 0.0014696850089908659, 'total_prob_per_token': 0.11335971937184151, 'total_prob_per_char': 1.8840290085796894, 'uncond_correct_prob': 1.3829116543153868e-06, 'uncond_correct_prob_per_token': 0.008048345419670673, 'uncond_correct_prob_per_char': 0.36227032332681824, 'uncond_total_prob': 5.2066002220286005e-06, 'norm_correct_prob': 0.2552737766669786, 'norm_correct_prob_per_token': 0.26744620310905654, 'norm_correct_prob_per_char': 0.2557431349994207, 'primary_metric': 0.2581699346405229}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.4689542483660132, 'predicted_index_per_token': 1.446078431372549, 'predicted_index_per_char': 1.5620915032679739, 'predicted_index_per_byte': 1.5604575163398693, 'predicted_index_uncond': 1.4803921568627452, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27124183006535946, 'acc_per_token': 0.2696078431372549, 'acc_per_char': 0.27124183006535946, 'acc_per_byte': 0.27124183006535946, 'acc_uncond': 0.25326797385620914, 'no_answer': 0.0, 'sum_logits_corr': -33.49454958376542, 'logits_per_token_corr': -4.510354012426393, 'logits_per_char_corr': -0.8136550772634371, 'bits_per_byte_corr': 1.1669101216047053, 'correct_prob': 0.0002860461626447666, 'correct_prob_per_token': 0.02801553732167513, 'correct_prob_per_char': 0.471984999768121, 'margin': 2.3855916845232108e-05, 'margin_per_token': -0.013038298424740757, 'margin_per_char': -0.05748376639730984, 'total_prob': 0.0005750439302203406, 'total_prob_per_token': 0.10348543134329084, 'total_prob_per_char': 1.8492310904412919, 'uncond_correct_prob': 2.801202464722575e-06, 'uncond_correct_prob_per_token': 0.0077761905419689616, 'uncond_correct_prob_per_char': 0.36159323184743253, 'uncond_total_prob': 1.8032338696864852e-05, 'norm_correct_prob': 0.26966816112641057, 'norm_correct_prob_per_token': 0.26719756225399793, 'norm_correct_prob_per_char': 0.2565477242758051, 'primary_metric': 0.27124183006535946}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.4918300653594772, 'predicted_index_per_token': 1.4509803921568627, 'predicted_index_per_char': 1.5016339869281046, 'predicted_index_per_byte': 1.473856209150327, 'predicted_index_uncond': 1.434640522875817, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27450980392156865, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.2679738562091503, 'acc_per_byte': 0.20098039215686275, 'acc_uncond': 0.2679738562091503, 'no_answer': 0.0, 'sum_logits_corr': -33.695377799031, 'logits_per_token_corr': -4.570362881640469, 'logits_per_char_corr': -0.8361422148903564, 'logits_per_byte_corr': 1.198875330681427, 'correct_prob': 0.000442333296581596, 'correct_prob_per_token': 0.02605914725176592, 'correct_prob_per_char': 0.46691120524465796, 'margin': 0.0001431521432376292, 'margin_per_token': -0.013139552474472712, 'margin_per_char': -0.05615679899575315, 'total_prob': 0.0007649105076167901, 'total_prob_per_token': 0.09808839415817326, 'total_prob_per_char': 1.8276611386077368, 'uncond_correct_prob': 1.3185449791045342e-06, 'uncond_correct_prob_per_token': 0.00781940205471408, 'uncond_correct_prob_per_char': 0.3608774419209013, 'uncond_total_prob': 6.3800701222129356e-06, 'norm_correct_prob': 0.270246196777671, 'norm_correct_prob_per_token': 0.2691895462608641, 'norm_correct_prob_per_char': 0.2560317786745987, 'primary_metric': 0.27450980392156865}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.4754901960784315, 'predicted_index_per_token': 1.4526143790849673, 'predicted_index_per_char': 1.5718954248366013, 'predicted_index_per_byte': 1.576797385620915, 'predicted_index_uncond': 1.5196078431372548, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2565359477124183, 'acc_per_token': 0.2565359477124183, 'acc_per_char': 0.26633986928104575, 'acc_per_byte': 0.2679738562091503, 'acc_uncond': 0.24836601307189543, 'no_answer': 0.0, 'sum_logits_corr': -32.70908322735549, 'logits_per_token_corr': -4.359266734495274, 'logits_per_char_corr': -0.7924068041296078, 'bits_per_byte_corr': 1.1362440027775165, 'correct_prob': 0.0009069699213307815, 'correct_prob_per_token': 0.032049448930439775, 'correct_prob_per_char': 0.4835676495296574, 'margin': 0.0002711182107230083, 'margin_per_token': -0.014822467178226552, 'margin_per_char': -0.059533426877716365, 'total_prob': 0.0016358735805729998, 'total_prob_per_token': 0.11747505815229986, 'total_prob_per_char': 1.896071445042701, 'uncond_correct_prob': 1.6981166583934739e-06, 'uncond_correct_prob_per_token': 0.00831561166574152, 'uncond_correct_prob_per_char': 0.3659252765582528, 'uncond_total_prob': 6.123256434145947e-06, 'norm_correct_prob': 0.2559123736178745, 'norm_correct_prob_per_token': 0.2664571693162812, 'norm_correct_prob_per_char': 0.25566550333044447, 'primary_metric': 0.2565359477124183}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.4607843137254901, 'predicted_index_per_token': 1.4444444444444444, 'predicted_index_per_char': 1.5506535947712419, 'predicted_index_per_byte': 1.5522875816993464, 'predicted_index_uncond': 1.4673202614379084, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.26633986928104575, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.2696078431372549, 'acc_per_byte': 0.26633986928104575, 'acc_uncond': 0.25980392156862747, 'no_answer': 0.0, 'sum_logits_corr': -33.0926373238657, 'logits_per_token_corr': -4.449488871675555, 'logits_per_char_corr': -0.8024960121993059, 'bits_per_byte_corr': 1.1508918439416769, 'correct_prob': 0.00046209405646706163, 'correct_prob_per_token': 0.029848586868898817, 'correct_prob_per_char': 0.47704494733619657, 'margin': -8.418280968048925e-06, 'margin_per_token': -0.013335158795716496, 'margin_per_char': -0.057099478906076175, 'total_prob': 0.0010030783738093677, 'total_prob_per_token': 0.10882376506227391, 'total_prob_per_char': 1.8667965499746995, 'uncond_correct_prob': 2.0129936507305342e-06, 'uncond_correct_prob_per_token': 0.007986866894651721, 'uncond_correct_prob_per_char': 0.36549026450393185, 'uncond_total_prob': 1.0330226957462499e-05, 'norm_correct_prob': 0.26354917125331995, 'norm_correct_prob_per_token': 0.2683870398323503, 'norm_correct_prob_per_char': 0.2565337273031728, 'primary_metric': 0.26633986928104575}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.4820261437908497, 'predicted_index_per_token': 1.4395424836601307, 'predicted_index_per_char': 1.5065359477124183, 'predicted_index_per_byte': 1.5049019607843137, 'predicted_index_uncond': 1.4624183006535947, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.272875816993464, 'acc_per_token': 0.2908496732026144, 'acc_per_char': 0.272875816993464, 'acc_per_byte': 0.18627450980392157, 'acc_uncond': 0.2696078431372549, 'no_answer': 0.0, 'sum_logits_corr': -33.476051010532316, 'logits_per_token_corr': -4.529960669604992, 'logits_per_char_corr': -0.8251261354333569, 'logits_per_byte_corr': 1.183305026773682, 'correct_prob': 0.0007289798306384505, 'correct_prob_per_token': 0.027461900744395494, 'correct_prob_per_char': 0.469938958765961, 'margin': 0.00042130835314168697, 'margin_per_token': -0.012898133383720149, 'margin_per_char': -0.0556896195276375, 'total_prob': 0.0010706942182212844, 'total_prob_per_token': 0.10133147959632534, 'total_prob_per_char': 1.8394658855572419, 'uncond_correct_prob': 1.117018317702879e-06, 'uncond_correct_prob_per_token': 0.007652216263958201, 'uncond_correct_prob_per_char': 0.3584366482177708, 'uncond_total_prob': 4.918560487305104e-06, 'norm_correct_prob': 0.27223113570965424, 'norm_correct_prob_per_token': 0.27049816500491475, 'norm_correct_prob_per_char': 0.2560837007137581, 'primary_metric': 0.272875816993464}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4836601307189543, 'predicted_index_per_token': 1.4705882352941178, 'predicted_index_per_char': 1.522875816993464, 'predicted_index_per_byte': 1.522875816993464, 'predicted_index_uncond': 1.5343137254901962, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.25980392156862747, 'acc_per_token': 0.25163398692810457, 'acc_per_char': 0.24836601307189543, 'acc_per_byte': 0.25, 'acc_uncond': 0.24019607843137256, 'no_answer': 0.0, 'sum_logits_corr': -32.59773292689542, 'logits_per_token_corr': -4.348758517986985, 'logits_per_char_corr': -0.7899292228977824, 'bits_per_byte_corr': 1.1326886216879035, 'correct_prob': 0.0009240107868332425, 'correct_prob_per_token': 0.03232527221389085, 'correct_prob_per_char': 0.48450477811802617, 'margin': 8.540350657549976e-05, 'margin_per_token': -0.014761512170739052, 'margin_per_char': -0.05952613632112175, 'total_prob': 0.0018604830541268395, 'total_prob_per_token': 0.11843688098300438, 'total_prob_per_char': 1.8992144179934767, 'uncond_correct_prob': 1.2221607081669185e-06, 'uncond_correct_prob_per_token': 0.008382252835563653, 'uncond_correct_prob_per_char': 0.3651416302309882, 'uncond_total_prob': 4.584530519256798e-06, 'norm_correct_prob': 0.2540024641946124, 'norm_correct_prob_per_token': 0.266779357818986, 'norm_correct_prob_per_char': 0.2556538034822693, 'primary_metric': 0.25980392156862747}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4754901960784315, 'predicted_index_per_token': 1.4526143790849673, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5620915032679739, 'predicted_index_uncond': 1.5, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.28104575163398693, 'acc_per_token': 0.2875816993464052, 'acc_per_char': 0.2630718954248366, 'acc_per_byte': 0.26143790849673204, 'acc_uncond': 0.27124183006535946, 'no_answer': 0.0, 'sum_logits_corr': -33.01142343158036, 'logits_per_token_corr': -4.445103023410049, 'logits_per_char_corr': -0.802951240229308, 'bits_per_byte_corr': 1.1514000044732429, 'correct_prob': 0.0005711596480182931, 'correct_prob_per_token': 0.029488972327160416, 'correct_prob_per_char': 0.47702042929478655, 'margin': -7.771454321393054e-05, 'margin_per_token': -0.014225655007910227, 'margin_per_char': -0.05764170450174857, 'total_prob': 0.0012755981975994643, 'total_prob_per_token': 0.10957417188596973, 'total_prob_per_char': 1.868575241452843, 'uncond_correct_prob': 2.568300463179506e-06, 'uncond_correct_prob_per_token': 0.007899070023436509, 'uncond_correct_prob_per_char': 0.36500073385127946, 'uncond_total_prob': 1.3986187907386482e-05, 'norm_correct_prob': 0.2670327348616328, 'norm_correct_prob_per_token': 0.26823288696755365, 'norm_correct_prob_per_char': 0.2565015583599096, 'primary_metric': 0.28104575163398693}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4428104575163399, 'predicted_index_per_token': 1.4199346405228759, 'predicted_index_per_char': 1.4950980392156863, 'predicted_index_per_byte': 1.5016339869281046, 'predicted_index_uncond': 1.4689542483660132, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27450980392156865, 'acc_per_token': 0.2679738562091503, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.18790849673202614, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -33.244538773898206, 'logits_per_token_corr': -4.4796731112557495, 'logits_per_char_corr': -0.8160800539757557, 'logits_per_byte_corr': 1.1703283145146517, 'correct_prob': 0.0005604601449784544, 'correct_prob_per_token': 0.027796630495980867, 'correct_prob_per_char': 0.4730054083247998, 'margin': 0.0002814200849430025, 'margin_per_token': -0.013686729456299932, 'margin_per_char': -0.05645710771087222, 'total_prob': 0.0008765688321454461, 'total_prob_per_token': 0.1039227131843212, 'total_prob_per_char': 1.852994812057859, 'uncond_correct_prob': 1.7234649901086707e-06, 'uncond_correct_prob_per_token': 0.008222764694238358, 'uncond_correct_prob_per_char': 0.36719499344609735, 'uncond_total_prob': 8.209310591149161e-06, 'norm_correct_prob': 0.2681816543768364, 'norm_correct_prob_per_token': 0.26941991098038165, 'norm_correct_prob_per_char': 0.25610186939819657, 'primary_metric': 0.27450980392156865}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.4558823529411764, 'predicted_index_per_token': 1.4493464052287581, 'predicted_index_per_char': 1.5490196078431373, 'predicted_index_per_byte': 1.5457516339869282, 'predicted_index_uncond': 1.5277777777777777, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2630718954248366, 'acc_per_token': 0.2549019607843137, 'acc_per_char': 0.2647058823529412, 'acc_per_byte': 0.26633986928104575, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -32.38752557424938, 'logits_per_token_corr': -4.32826344847993, 'logits_per_char_corr': -0.7877732642257649, 'bits_per_byte_corr': 1.1295751691417508, 'correct_prob': 0.0008549663729124265, 'correct_prob_per_token': 0.03266157327653619, 'correct_prob_per_char': 0.4860896866355718, 'margin': 6.044939673538486e-05, 'margin_per_token': -0.014657940118251018, 'margin_per_char': -0.058615818930125754, 'total_prob': 0.0017513452169341363, 'total_prob_per_token': 0.11944918271027082, 'total_prob_per_char': 1.9035177982930087, 'uncond_correct_prob': 1.5244967806702251e-06, 'uncond_correct_prob_per_token': 0.008349823969755029, 'uncond_correct_prob_per_char': 0.36624831946988073, 'uncond_total_prob': 4.4209814034495925e-06, 'norm_correct_prob': 0.2588708643672006, 'norm_correct_prob_per_token': 0.2683684881098292, 'norm_correct_prob_per_char': 0.25598386815255403, 'primary_metric': 0.2630718954248366}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.4901960784313726, 'predicted_index_per_token': 1.4836601307189543, 'predicted_index_per_char': 1.522875816993464, 'predicted_index_per_byte': 1.522875816993464, 'predicted_index_uncond': 1.542483660130719, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27941176470588236, 'acc_per_token': 0.27124183006535946, 'acc_per_char': 0.2630718954248366, 'acc_per_byte': 0.2630718954248366, 'acc_uncond': 0.2434640522875817, 'no_answer': 0.0, 'sum_logits_corr': -32.867149573136, 'logits_per_token_corr': -4.413720511369595, 'logits_per_char_corr': -0.7958715391019482, 'bits_per_byte_corr': 1.1413359511456131, 'correct_prob': 0.0003773868855083144, 'correct_prob_per_token': 0.02983783512859453, 'correct_prob_per_char': 0.4788325157246739, 'margin': 5.433941236057836e-05, 'margin_per_token': -0.014175625121237372, 'margin_per_char': -0.05791739614268881, 'total_prob': 0.0007512663045539688, 'total_prob_per_token': 0.1109077422059559, 'total_prob_per_char': 1.87751990666793, 'uncond_correct_prob': 2.016548186289624e-06, 'uncond_correct_prob_per_token': 0.008148721218650838, 'uncond_correct_prob_per_char': 0.3644996804512063, 'uncond_total_prob': 1.0724045352366532e-05, 'norm_correct_prob': 0.26966511918720054, 'norm_correct_prob_per_token': 0.26683290195216486, 'norm_correct_prob_per_char': 0.2561924720143431, 'primary_metric': 0.27941176470588236}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.4673202614379084, 'predicted_index_per_token': 1.4313725490196079, 'predicted_index_per_char': 1.511437908496732, 'predicted_index_per_byte': 1.4803921568627452, 'predicted_index_uncond': 1.4542483660130718, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27450980392156865, 'acc_per_token': 0.27941176470588236, 'acc_per_char': 0.28594771241830064, 'acc_per_byte': 0.19117647058823528, 'acc_uncond': 0.2647058823529412, 'no_answer': 0.0, 'sum_logits_corr': -33.02166635810939, 'logits_per_token_corr': -4.456707610648803, 'logits_per_char_corr': -0.8130352742872441, 'logits_per_byte_corr': 1.165832550065311, 'correct_prob': 0.00041622482211497086, 'correct_prob_per_token': 0.028567069030013287, 'correct_prob_per_char': 0.47537323878502336, 'margin': 9.704499331029249e-05, 'margin_per_token': -0.013563943290201668, 'margin_per_char': -0.055694564655521736, 'total_prob': 0.0007728653301765558, 'total_prob_per_token': 0.1062397395561354, 'total_prob_per_char': 1.8598774446651312, 'uncond_correct_prob': 1.9822070618593797e-06, 'uncond_correct_prob_per_token': 0.008588978572182097, 'uncond_correct_prob_per_char': 0.36919628378546215, 'uncond_total_prob': 1.0078511588988536e-05, 'norm_correct_prob': 0.2700826039019601, 'norm_correct_prob_per_token': 0.27072108562866715, 'norm_correct_prob_per_char': 0.2561943843828818, 'primary_metric': 0.27450980392156865}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.4477124183006536, 'predicted_index_per_token': 1.4395424836601307, 'predicted_index_per_char': 1.5310457516339868, 'predicted_index_per_byte': 1.5310457516339868, 'predicted_index_uncond': 1.5620915032679739, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2565359477124183, 'acc_per_token': 0.2696078431372549, 'acc_per_char': 0.2565359477124183, 'acc_per_byte': 0.2581699346405229, 'acc_uncond': 0.24673202614379086, 'no_answer': 0.0, 'sum_logits_corr': -32.06148024127374, 'logits_per_token_corr': -4.278159683545549, 'logits_per_char_corr': -0.7776415976270155, 'bits_per_byte_corr': 1.1150445986130064, 'correct_prob': 0.000917499773700707, 'correct_prob_per_token': 0.034223580362069336, 'correct_prob_per_char': 0.4901490053295609, 'margin': 1.4451878700525168e-05, 'margin_per_token': -0.015489634182118496, 'margin_per_char': -0.05955603879927363, 'total_prob': 0.0019294065535647644, 'total_prob_per_token': 0.12538687733010104, 'total_prob_per_char': 1.9203578160667254, 'uncond_correct_prob': 2.1979184157113664e-06, 'uncond_correct_prob_per_token': 0.009128794032583834, 'uncond_correct_prob_per_char': 0.37332570207251037, 'uncond_total_prob': 6.450240993407346e-06, 'norm_correct_prob': 0.25758927834858536, 'norm_correct_prob_per_token': 0.2674046353195535, 'norm_correct_prob_per_char': 0.25582444247194763, 'primary_metric': 0.2565359477124183}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.4705882352941178, 'predicted_index_per_token': 1.4624183006535947, 'predicted_index_per_char': 1.5065359477124183, 'predicted_index_per_byte': 1.5163398692810457, 'predicted_index_uncond': 1.5669934640522876, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.2761437908496732, 'acc_per_char': 0.2647058823529412, 'acc_per_byte': 0.2647058823529412, 'acc_uncond': 0.2581699346405229, 'no_answer': 0.0, 'sum_logits_corr': -32.48714928981526, 'logits_per_token_corr': -4.37122062362346, 'logits_per_char_corr': -0.7894712764108508, 'bits_per_byte_corr': 1.1321116971446483, 'correct_prob': 0.0005175939911879389, 'correct_prob_per_token': 0.03157164090242107, 'correct_prob_per_char': 0.48285550027235347, 'margin': 4.3766861575809375e-05, 'margin_per_token': -0.014817427483272026, 'margin_per_char': -0.058159045833758666, 'total_prob': 0.00104247036454792, 'total_prob_per_token': 0.11661346971058396, 'total_prob_per_char': 1.892045256989697, 'uncond_correct_prob': 1.5786563540851904e-06, 'uncond_correct_prob_per_token': 0.008388570900863673, 'uncond_correct_prob_per_char': 0.36850002716451424, 'uncond_total_prob': 7.2854288390407125e-06, 'norm_correct_prob': 0.2651389458446939, 'norm_correct_prob_per_token': 0.26726407825386006, 'norm_correct_prob_per_char': 0.2562902397192288, 'primary_metric': 0.2679738562091503}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.473856209150327, 'predicted_index_per_token': 1.4264705882352942, 'predicted_index_per_char': 1.5326797385620916, 'predicted_index_per_byte': 1.473856209150327, 'predicted_index_uncond': 1.4428104575163399, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.27124183006535946, 'acc_per_char': 0.272875816993464, 'acc_per_byte': 0.19934640522875818, 'acc_uncond': 0.25326797385620914, 'no_answer': 0.0, 'sum_logits_corr': -32.64310776953604, 'logits_per_token_corr': -4.388043428542248, 'logits_per_char_corr': -0.8002659906478725, 'logits_per_byte_corr': 1.147637632892035, 'correct_prob': 0.0005134261173635396, 'correct_prob_per_token': 0.030054236719322194, 'correct_prob_per_char': 0.4803485186411804, 'margin': 0.00020916558961702947, 'margin_per_token': -0.014112266695743036, 'margin_per_char': -0.056928470496281414, 'total_prob': 0.0008705233527602194, 'total_prob_per_token': 0.11132851708536634, 'total_prob_per_char': 1.8811099142686196, 'uncond_correct_prob': 1.7848285550777201e-06, 'uncond_correct_prob_per_token': 0.008607201411766331, 'uncond_correct_prob_per_char': 0.36887199913455376, 'uncond_total_prob': 8.680155181707687e-06, 'norm_correct_prob': 0.26831977479237934, 'norm_correct_prob_per_token': 0.2692214102285492, 'norm_correct_prob_per_char': 0.2558960578132081, 'primary_metric': 0.2777777777777778}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4509803921568627, 'predicted_index_per_token': 1.4052287581699345, 'predicted_index_per_char': 1.5294117647058822, 'predicted_index_per_byte': 1.5326797385620916, 'predicted_index_uncond': 1.5375816993464053, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.26143790849673204, 'acc_per_token': 0.26633986928104575, 'acc_per_char': 0.25163398692810457, 'acc_per_byte': 0.2549019607843137, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -31.995469537435792, 'logits_per_token_corr': -4.266374650344424, 'logits_per_char_corr': -0.7760583454534317, 'bits_per_byte_corr': 1.1127394208981671, 'correct_prob': 0.0009868040012804102, 'correct_prob_per_token': 0.03439242517755572, 'correct_prob_per_char': 0.49100848291748767, 'margin': 0.00020245586123254558, 'margin_per_token': -0.0157724372955428, 'margin_per_char': -0.05950205376033821, 'total_prob': 0.0019072822894931727, 'total_prob_per_token': 0.12608527355923663, 'total_prob_per_char': 1.92359113318657, 'uncond_correct_prob': 1.854332544201498e-06, 'uncond_correct_prob_per_token': 0.008956856041805999, 'uncond_correct_prob_per_char': 0.37160938912827757, 'uncond_total_prob': 5.475317487372125e-06, 'norm_correct_prob': 0.2586950187210435, 'norm_correct_prob_per_token': 0.26827870887417005, 'norm_correct_prob_per_char': 0.25594498289974965, 'primary_metric': 0.26143790849673204}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4754901960784315, 'predicted_index_per_token': 1.4395424836601307, 'predicted_index_per_char': 1.5245098039215685, 'predicted_index_per_byte': 1.5326797385620916, 'predicted_index_uncond': 1.5065359477124183, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2679738562091503, 'acc_per_token': 0.2826797385620915, 'acc_per_char': 0.27450980392156865, 'acc_per_byte': 0.272875816993464, 'acc_uncond': 0.2565359477124183, 'no_answer': 0.0, 'sum_logits_corr': -32.42335340107967, 'logits_per_token_corr': -4.351769387264009, 'logits_per_char_corr': -0.7857028691664006, 'bits_per_byte_corr': 1.1267197593529357, 'correct_prob': 0.0005606741072350779, 'correct_prob_per_token': 0.03178149939446888, 'correct_prob_per_char': 0.4842521924664716, 'margin': 1.3210213578875428e-05, 'margin_per_token': -0.01475713884336281, 'margin_per_char': -0.05813043791454754, 'total_prob': 0.001164923333345285, 'total_prob_per_token': 0.11712906867779407, 'total_prob_per_char': 1.8970890167160077, 'uncond_correct_prob': 1.5884501414075603e-06, 'uncond_correct_prob_per_token': 0.008615338797083054, 'uncond_correct_prob_per_char': 0.37063988189849884, 'uncond_total_prob': 7.2296097265270986e-06, 'norm_correct_prob': 0.2654038358044222, 'norm_correct_prob_per_token': 0.2684768596032081, 'norm_correct_prob_per_char': 0.25632207037680227, 'primary_metric': 0.2679738562091503}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4705882352941178, 'predicted_index_per_token': 1.4313725490196079, 'predicted_index_per_char': 1.5277777777777777, 'predicted_index_per_byte': 1.5130718954248366, 'predicted_index_uncond': 1.4281045751633987, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.272875816993464, 'acc_per_token': 0.272875816993464, 'acc_per_char': 0.272875816993464, 'acc_per_byte': 0.1895424836601307, 'acc_uncond': 0.27124183006535946, 'no_answer': 0.0, 'sum_logits_corr': -32.67508329519259, 'logits_per_token_corr': -4.409372518569625, 'logits_per_char_corr': -0.804346788183241, 'logits_per_byte_corr': 1.1534395326004578, 'correct_prob': 0.0005905010288116178, 'correct_prob_per_token': 0.02974653408184628, 'correct_prob_per_char': 0.47894917254509395, 'margin': 0.0002726222302132102, 'margin_per_token': -0.01397949503420335, 'margin_per_char': -0.05691809596394362, 'total_prob': 0.0009617687802798767, 'total_prob_per_token': 0.11037203228283302, 'total_prob_per_char': 1.8758937847077024, 'uncond_correct_prob': 1.6326259251298507e-06, 'uncond_correct_prob_per_token': 0.008652243267843075, 'uncond_correct_prob_per_char': 0.36910735243988557, 'uncond_total_prob': 7.8800710138766e-06, 'norm_correct_prob': 0.2667113874861477, 'norm_correct_prob_per_token': 0.26879588220333994, 'norm_correct_prob_per_char': 0.25591862758170547, 'primary_metric': 0.272875816993464}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4624183006535947, 'predicted_index_per_token': 1.4199346405228759, 'predicted_index_per_char': 1.5441176470588236, 'predicted_index_per_byte': 1.5392156862745099, 'predicted_index_uncond': 1.5163398692810457, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2581699346405229, 'acc_per_token': 0.26633986928104575, 'acc_per_char': 0.2565359477124183, 'acc_per_byte': 0.2581699346405229, 'acc_uncond': 0.24509803921568626, 'no_answer': 0.0, 'sum_logits_corr': -31.929347906821693, 'logits_per_token_corr': -4.257022980797128, 'logits_per_char_corr': -0.7740913233771546, 'bits_per_byte_corr': 1.1098935452241958, 'correct_prob': 0.0009492204489073709, 'correct_prob_per_token': 0.034515264759261505, 'correct_prob_per_char': 0.49174222037342596, 'margin': 0.000181335128543059, 'margin_per_token': -0.015775663759853193, 'margin_per_char': -0.05946754151775614, 'total_prob': 0.0018443384997055626, 'total_prob_per_token': 0.12650590494670447, 'total_prob_per_char': 1.9266060413593629, 'uncond_correct_prob': 1.7197645179744298e-06, 'uncond_correct_prob_per_token': 0.00890140420773633, 'uncond_correct_prob_per_char': 0.37088424251985413, 'uncond_total_prob': 5.90697635137833e-06, 'norm_correct_prob': 0.2585355956519661, 'norm_correct_prob_per_token': 0.26849527221516717, 'norm_correct_prob_per_char': 0.255876954251, 'primary_metric': 0.2581699346405229}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4673202614379084, 'predicted_index_per_token': 1.4509803921568627, 'predicted_index_per_char': 1.5245098039215685, 'predicted_index_per_byte': 1.5245098039215685, 'predicted_index_uncond': 1.5375816993464053, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.2696078431372549, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.27450980392156865, 'acc_per_byte': 0.27450980392156865, 'acc_uncond': 0.27124183006535946, 'no_answer': 0.0, 'sum_logits_corr': -32.311638839104596, 'logits_per_token_corr': -4.333693822948111, 'logits_per_char_corr': -0.7820330126835989, 'bits_per_byte_corr': 1.1214409982938662, 'correct_prob': 0.0005355859110574443, 'correct_prob_per_token': 0.03237438256676177, 'correct_prob_per_char': 0.48575427670300475, 'margin': -7.71764440136683e-05, 'margin_per_token': -0.015048457604378238, 'margin_per_char': -0.05837114604231934, 'total_prob': 0.0012100959635910728, 'total_prob_per_token': 0.11928549197924493, 'total_prob_per_char': 1.90293279582368, 'uncond_correct_prob': 1.5473818856924336e-06, 'uncond_correct_prob_per_token': 0.008423658406051113, 'uncond_correct_prob_per_char': 0.36819509534981126, 'uncond_total_prob': 7.4729768693931835e-06, 'norm_correct_prob': 0.26500416493688433, 'norm_correct_prob_per_token': 0.268045278252385, 'norm_correct_prob_per_char': 0.2563224207688778, 'primary_metric': 0.2696078431372549}
|
90M
|
FineWeb-Pro
|
mmlu_professional_psychology
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4656862745098038, 'predicted_index_per_token': 1.434640522875817, 'predicted_index_per_char': 1.526143790849673, 'predicted_index_per_byte': 1.5163398692810457, 'predicted_index_uncond': 1.4509803921568627, 'correct_choice': 1.4607843137254901, 'acc_raw': 0.27450980392156865, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.2679738562091503, 'acc_per_byte': 0.18790849673202614, 'acc_uncond': 0.2630718954248366, 'no_answer': 0.0, 'sum_logits_corr': -32.59103245010563, 'logits_per_token_corr': -4.387016688848488, 'logits_per_char_corr': -0.8004949195928783, 'logits_per_byte_corr': 1.1479259886105981, 'correct_prob': 0.0005926031784718077, 'correct_prob_per_token': 0.030211740227501834, 'correct_prob_per_char': 0.48055728877175063, 'margin': 0.00025945096864259126, 'margin_per_token': -0.014253626356294328, 'margin_per_char': -0.0574418369029318, 'total_prob': 0.000983183403517367, 'total_prob_per_token': 0.11213583692975046, 'total_prob_per_char': 1.8829806958915953, 'uncond_correct_prob': 1.692332085946723e-06, 'uncond_correct_prob_per_token': 0.008734169011930932, 'uncond_correct_prob_per_char': 0.36946686369274956, 'uncond_total_prob': 8.279071952074724e-06, 'norm_correct_prob': 0.2663750990256893, 'norm_correct_prob_per_token': 0.26836626749805914, 'norm_correct_prob_per_char': 0.2557370249406853, 'primary_metric': 0.27450980392156865}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.3272727272727274, 'predicted_index_per_token': 1.6272727272727272, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.5636363636363637, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3181818181818182, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.21818181818181817, 'acc_per_byte': 0.21818181818181817, 'acc_uncond': 0.22727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -45.50254498395053, 'logits_per_token_corr': -10.926170163890015, 'logits_per_char_corr': -2.0061719249713015, 'bits_per_byte_corr': 2.8942942873288415, 'correct_prob': 5.4119645524885485e-06, 'correct_prob_per_token': 1.8964113735012016e-05, 'correct_prob_per_char': 0.17704229198274, 'margin': -2.1022170701385643e-06, 'margin_per_token': -3.4928570568020785e-06, 'margin_per_char': -0.061109023279190176, 'total_prob': 1.8122641504577314e-05, 'total_prob_per_token': 7.403567298089404e-05, 'total_prob_per_char': 0.7166932886376663, 'uncond_correct_prob': 5.175189319957319e-06, 'uncond_correct_prob_per_token': 1.8123131260256956e-05, 'uncond_correct_prob_per_char': 0.17649869108292257, 'uncond_total_prob': 1.821391438728838e-05, 'norm_correct_prob': 0.30876163774545606, 'norm_correct_prob_per_token': 0.25390127313837185, 'norm_correct_prob_per_char': 0.24541994269921696, 'primary_metric': 0.3181818181818182}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.1363636363636365, 'predicted_index_per_token': 1.518181818181818, 'predicted_index_per_char': 1.518181818181818, 'predicted_index_per_byte': 1.518181818181818, 'predicted_index_uncond': 1.5, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.2909090909090909, 'no_answer': 0.0, 'sum_logits_corr': -45.67097166234797, 'logits_per_token_corr': -10.945891001956635, 'logits_per_char_corr': -2.0117304672076926, 'bits_per_byte_corr': 2.90231356864786, 'correct_prob': 5.984062785196628e-06, 'correct_prob_per_token': 1.872635815980049e-05, 'correct_prob_per_char': 0.17680113481091428, 'margin': -1.7549061243603002e-06, 'margin_per_token': -3.7294447490505868e-06, 'margin_per_char': -0.060147456536952346, 'total_prob': 1.855287459897667e-05, 'total_prob_per_token': 7.201112364804048e-05, 'total_prob_per_char': 0.7136882608882421, 'uncond_correct_prob': 4.9981830814443685e-06, 'uncond_correct_prob_per_token': 1.8118345960013714e-05, 'uncond_correct_prob_per_char': 0.17551133310823452, 'uncond_total_prob': 1.7167435382666026e-05, 'norm_correct_prob': 0.3211184179201692, 'norm_correct_prob_per_token': 0.2573526055348419, 'norm_correct_prob_per_char': 0.2465078288777956, 'primary_metric': 0.34545454545454546}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.1636363636363636, 'predicted_index_per_token': 1.4181818181818182, 'predicted_index_per_char': 1.5272727272727273, 'predicted_index_per_byte': 1.6, 'predicted_index_uncond': 1.4090909090909092, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.35454545454545455, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.19090909090909092, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.34545454545454546, 'no_answer': 0.0, 'sum_logits_corr': -45.29080350182273, 'logits_per_token_corr': -10.899579993090216, 'logits_per_char_corr': -2.004536255324094, 'logits_per_byte_corr': 2.8919345148402815, 'correct_prob': 5.478582154961347e-06, 'correct_prob_per_token': 1.950821299224051e-05, 'correct_prob_per_char': 0.17802837947722927, 'margin': -1.9686368634585655e-06, 'margin_per_token': -3.860757147425947e-06, 'margin_per_char': -0.062214644460068434, 'total_prob': 1.7814296522472645e-05, 'total_prob_per_token': 7.715748350528624e-05, 'total_prob_per_char': 0.7224136970439576, 'uncond_correct_prob': 4.7100818457635715e-06, 'uncond_correct_prob_per_token': 1.805888235290683e-05, 'uncond_correct_prob_per_char': 0.1761471647538066, 'uncond_total_prob': 1.659683115511901e-05, 'norm_correct_prob': 0.3179450616963194, 'norm_correct_prob_per_token': 0.25066535267359324, 'norm_correct_prob_per_char': 0.24457038008446816, 'primary_metric': 0.35454545454545455}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.1090909090909091, 'predicted_index_per_token': 1.4545454545454546, 'predicted_index_per_char': 1.4363636363636363, 'predicted_index_per_byte': 1.4363636363636363, 'predicted_index_uncond': 1.5272727272727273, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.35454545454545455, 'acc_per_token': 0.2636363636363636, 'acc_per_char': 0.24545454545454545, 'acc_per_byte': 0.24545454545454545, 'acc_uncond': 0.33636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -22.661870878393, 'logits_per_token_corr': -7.037241446335784, 'logits_per_char_corr': -1.2062403363882888, 'bits_per_byte_corr': 1.740236951428869, 'correct_prob': 5.994859582684634e-05, 'correct_prob_per_token': 0.0061472796885639535, 'correct_prob_per_char': 0.3390224227004604, 'margin': -5.840292869715373e-05, 'margin_per_token': -0.005856807052029759, 'margin_per_char': -0.06310389495854472, 'total_prob': 0.00020561606983450343, 'total_prob_per_token': 0.025335165932152497, 'total_prob_per_char': 1.3695380317321229, 'uncond_correct_prob': 5.692115596656471e-05, 'uncond_correct_prob_per_token': 0.0028313253850761693, 'uncond_correct_prob_per_char': 0.2924079793105247, 'uncond_total_prob': 0.00030042233793188815, 'norm_correct_prob': 0.3408005180839371, 'norm_correct_prob_per_token': 0.25312847691690255, 'norm_correct_prob_per_char': 0.24962819760070082, 'primary_metric': 0.35454545454545455}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.1090909090909091, 'predicted_index_per_token': 1.4454545454545455, 'predicted_index_per_char': 1.3363636363636364, 'predicted_index_per_byte': 1.3363636363636364, 'predicted_index_uncond': 1.481818181818182, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3181818181818182, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -22.674114049564707, 'logits_per_token_corr': -7.0787714433100355, 'logits_per_char_corr': -1.2103778614467116, 'bits_per_byte_corr': 1.746206138312214, 'correct_prob': 7.957830635305548e-05, 'correct_prob_per_token': 0.00609064861204336, 'correct_prob_per_char': 0.3392269078422059, 'margin': -5.70855664742698e-05, 'margin_per_token': -0.005720038202308272, 'margin_per_char': -0.05995421540638369, 'total_prob': 0.00023878884243156977, 'total_prob_per_token': 0.02520639654208426, 'total_prob_per_char': 1.367556007345629, 'uncond_correct_prob': 3.825282287410575e-05, 'uncond_correct_prob_per_token': 0.002936228561024751, 'uncond_correct_prob_per_char': 0.30203957149549404, 'uncond_total_prob': 0.00021373527215051312, 'norm_correct_prob': 0.325056683897324, 'norm_correct_prob_per_token': 0.24845486667539052, 'norm_correct_prob_per_char': 0.24868948515987066, 'primary_metric': 0.3181818181818182}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.0909090909090908, 'predicted_index_per_token': 1.4636363636363636, 'predicted_index_per_char': 1.3363636363636364, 'predicted_index_per_byte': 1.6, 'predicted_index_uncond': 1.5272727272727273, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.33636363636363636, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -22.815078522942283, 'logits_per_token_corr': -7.116582819357677, 'logits_per_char_corr': -1.2192659834638004, 'logits_per_byte_corr': 1.7590289878690937, 'correct_prob': 5.690070030441638e-05, 'correct_prob_per_token': 0.006041503516947443, 'correct_prob_per_char': 0.33654244742962974, 'margin': -3.392546095886685e-05, 'margin_per_token': -0.0058597537561286194, 'margin_per_char': -0.0666781158378501, 'total_prob': 0.00017068994164715865, 'total_prob_per_token': 0.02554618871769675, 'total_prob_per_char': 1.3671260473998466, 'uncond_correct_prob': 1.9644340224707264e-05, 'uncond_correct_prob_per_token': 0.003095122858061207, 'uncond_correct_prob_per_char': 0.2930315345457225, 'uncond_total_prob': 8.063400199231895e-05, 'norm_correct_prob': 0.330335377702958, 'norm_correct_prob_per_token': 0.24829140360672952, 'norm_correct_prob_per_char': 0.2484550219797578, 'primary_metric': 0.33636363636363636}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.018181818181818, 'predicted_index_per_token': 1.490909090909091, 'predicted_index_per_char': 1.3818181818181818, 'predicted_index_per_byte': 1.3818181818181818, 'predicted_index_uncond': 1.4454545454545455, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.33636363636363636, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2545454545454545, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -21.59643131602894, 'logits_per_token_corr': -6.680759969456752, 'logits_per_char_corr': -1.1383754071492116, 'bits_per_byte_corr': 1.642328554565302, 'correct_prob': 0.00011297213324359034, 'correct_prob_per_token': 0.007340533371134237, 'correct_prob_per_char': 0.3552739698124219, 'margin': -3.528926543753384e-05, 'margin_per_token': -0.007869273660604937, 'margin_per_char': -0.06468363306765351, 'total_prob': 0.0003226863121158892, 'total_prob_per_token': 0.03172437602938461, 'total_prob_per_char': 1.43249208327182, 'uncond_correct_prob': 2.166337413510339e-05, 'uncond_correct_prob_per_token': 0.004036924550942564, 'uncond_correct_prob_per_char': 0.30927236335856445, 'uncond_total_prob': 0.0001070006000104524, 'norm_correct_prob': 0.34184449824184754, 'norm_correct_prob_per_token': 0.25404310188148965, 'norm_correct_prob_per_char': 0.24878917978949197, 'primary_metric': 0.33636363636363636}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.0818181818181818, 'predicted_index_per_token': 1.5636363636363637, 'predicted_index_per_char': 1.4090909090909092, 'predicted_index_per_byte': 1.4090909090909092, 'predicted_index_uncond': 1.4636363636363636, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.2727272727272727, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.20909090909090908, 'acc_per_byte': 0.20909090909090908, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -22.090031199021773, 'logits_per_token_corr': -6.9005200629130465, 'logits_per_char_corr': -1.1719098512497577, 'bits_per_byte_corr': 1.6907085307681626, 'correct_prob': 5.521936436676807e-05, 'correct_prob_per_token': 0.006551309688707171, 'correct_prob_per_char': 0.3455341104468883, 'margin': -0.00010009939219400394, 'margin_per_token': -0.008603120519653583, 'margin_per_char': -0.07137904967188988, 'total_prob': 0.00025257150418068846, 'total_prob_per_token': 0.03078332891599392, 'total_prob_per_char': 1.4149213348145266, 'uncond_correct_prob': 3.65315059023925e-05, 'uncond_correct_prob_per_token': 0.003328342821373843, 'uncond_correct_prob_per_char': 0.30227126888633654, 'uncond_total_prob': 0.000144445550023944, 'norm_correct_prob': 0.29703569017132925, 'norm_correct_prob_per_token': 0.23337549312248054, 'norm_correct_prob_per_char': 0.24558000808611638, 'primary_metric': 0.2727272727272727}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.1090909090909091, 'predicted_index_per_token': 1.490909090909091, 'predicted_index_per_char': 1.3454545454545455, 'predicted_index_per_byte': 1.4727272727272727, 'predicted_index_uncond': 1.5, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.33636363636363636, 'acc_per_token': 0.2545454545454545, 'acc_per_char': 0.2545454545454545, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.3181818181818182, 'no_answer': 0.0, 'sum_logits_corr': -20.937809020822698, 'logits_per_token_corr': -6.451296611060511, 'logits_per_char_corr': -1.1019447363672392, 'logits_per_byte_corr': 1.5897702064918544, 'correct_prob': 0.00019484169046976097, 'correct_prob_per_token': 0.007858235153670644, 'correct_prob_per_char': 0.3674997042113237, 'margin': -0.00018696935520035501, 'margin_per_token': -0.010668375233898676, 'margin_per_char': -0.06725612038555442, 'total_prob': 0.000673008859265454, 'total_prob_per_token': 0.03738703095884437, 'total_prob_per_char': 1.4865111001433349, 'uncond_correct_prob': 2.2425463418767566e-05, 'uncond_correct_prob_per_token': 0.003612200554436279, 'uncond_correct_prob_per_char': 0.30803425230849646, 'uncond_total_prob': 7.139436885280061e-05, 'norm_correct_prob': 0.3336053190316959, 'norm_correct_prob_per_token': 0.24918360552371996, 'norm_correct_prob_per_char': 0.2491570606153546, 'primary_metric': 0.33636363636363636}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.1272727272727272, 'predicted_index_per_token': 1.4636363636363636, 'predicted_index_per_char': 1.5454545454545454, 'predicted_index_per_byte': 1.5454545454545454, 'predicted_index_uncond': 1.5363636363636364, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.37272727272727274, 'acc_per_token': 0.3, 'acc_per_char': 0.2545454545454545, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -21.004765519228847, 'logits_per_token_corr': -6.643766823067079, 'logits_per_char_corr': -1.125056899236141, 'bits_per_byte_corr': 1.623114009247061, 'correct_prob': 9.892308910792563e-05, 'correct_prob_per_token': 0.008800637782216856, 'correct_prob_per_char': 0.3605966811515109, 'margin': -0.00011480938396642012, 'margin_per_token': -0.010114368490809782, 'margin_per_char': -0.07118539774904052, 'total_prob': 0.00039229961314180407, 'total_prob_per_token': 0.038542955705939935, 'total_prob_per_char': 1.465956041732022, 'uncond_correct_prob': 2.4505096934969474e-05, 'uncond_correct_prob_per_token': 0.004674849648316584, 'uncond_correct_prob_per_char': 0.30897986273012945, 'uncond_total_prob': 0.0001202482612627122, 'norm_correct_prob': 0.3335382492600619, 'norm_correct_prob_per_token': 0.24971260787118355, 'norm_correct_prob_per_char': 0.24708966115929784, 'primary_metric': 0.37272727272727274}
|
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.