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_public_relations
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.1363636363636365, 'predicted_index_per_token': 1.5363636363636364, 'predicted_index_per_char': 1.3818181818181818, 'predicted_index_per_byte': 1.3818181818181818, 'predicted_index_uncond': 1.5818181818181818, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.21818181818181817, 'acc_per_char': 0.24545454545454545, 'acc_per_byte': 0.24545454545454545, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -20.777763219313186, 'logits_per_token_corr': -6.540561680037874, 'logits_per_char_corr': -1.1007655545714297, 'bits_per_byte_corr': 1.588069006762732, 'correct_prob': 0.00016238682459432594, 'correct_prob_per_token': 0.009812967244386477, 'correct_prob_per_char': 0.36717224921728925, 'margin': -0.00021820128055734017, 'margin_per_token': -0.010943113074370322, 'margin_per_char': -0.0678970348756678, 'total_prob': 0.000715131308905581, 'total_prob_per_token': 0.04345476289502137, 'total_prob_per_char': 1.4985902235955388, 'uncond_correct_prob': 2.1893174278979857e-05, 'uncond_correct_prob_per_token': 0.004105460133958539, 'uncond_correct_prob_per_char': 0.30660310820222647, 'uncond_total_prob': 7.358352485397435e-05, 'norm_correct_prob': 0.31648954447242805, 'norm_correct_prob_per_token': 0.22633833122682492, 'norm_correct_prob_per_char': 0.24570907282961374, 'primary_metric': 0.3}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.190909090909091, 'predicted_index_per_token': 1.5272727272727273, 'predicted_index_per_char': 1.3818181818181818, 'predicted_index_per_byte': 1.4272727272727272, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.36363636363636365, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.2545454545454545, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -20.79351203658364, 'logits_per_token_corr': -6.370542895442409, 'logits_per_char_corr': -1.0894204122943871, 'logits_per_byte_corr': 1.5717014262614508, 'correct_prob': 0.00042626136910492066, 'correct_prob_per_token': 0.009231456410947598, 'correct_prob_per_char': 0.3740166213053152, 'margin': -0.0001782745441757157, 'margin_per_token': -0.00993742518842931, 'margin_per_char': -0.06813726719259336, 'total_prob': 0.0012728383351229757, 'total_prob_per_token': 0.04037954807609108, 'total_prob_per_char': 1.5136639722153638, 'uncond_correct_prob': 1.904313096513932e-05, 'uncond_correct_prob_per_token': 0.0036990934901382604, 'uncond_correct_prob_per_char': 0.2994794955528764, 'uncond_total_prob': 8.706407828925616e-05, 'norm_correct_prob': 0.33953953091464395, 'norm_correct_prob_per_token': 0.24711934176240907, 'norm_correct_prob_per_char': 0.24713543830534065, 'primary_metric': 0.36363636363636365}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.0727272727272728, 'predicted_index_per_token': 1.518181818181818, 'predicted_index_per_char': 1.3818181818181818, 'predicted_index_per_byte': 1.3818181818181818, 'predicted_index_uncond': 1.5545454545454545, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3181818181818182, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.32727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -19.941347468983043, 'logits_per_token_corr': -6.322601336316863, 'logits_per_char_corr': -1.0680295838155844, 'bits_per_byte_corr': 1.5408409840945547, 'correct_prob': 0.00012742193147041554, 'correct_prob_per_token': 0.010524741227842383, 'correct_prob_per_char': 0.3790047200543314, 'margin': -0.00045165873190702177, 'margin_per_token': -0.013381334788366006, 'margin_per_char': -0.06955278808160925, 'total_prob': 0.0008351152694588166, 'total_prob_per_token': 0.04760850562315989, 'total_prob_per_char': 1.527443665028479, 'uncond_correct_prob': 1.4264427276288424e-05, 'uncond_correct_prob_per_token': 0.003954364684576913, 'uncond_correct_prob_per_char': 0.2997350923850179, 'uncond_total_prob': 7.585198962826146e-05, 'norm_correct_prob': 0.3295037185883528, 'norm_correct_prob_per_token': 0.24114785169635772, 'norm_correct_prob_per_char': 0.24894035380267007, 'primary_metric': 0.3181818181818182}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.1636363636363636, 'predicted_index_per_token': 1.490909090909091, 'predicted_index_per_char': 1.4272727272727272, 'predicted_index_per_byte': 1.4272727272727272, 'predicted_index_uncond': 1.6363636363636365, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.39090909090909093, 'acc_per_token': 0.2545454545454545, 'acc_per_char': 0.2818181818181818, 'acc_per_byte': 0.2818181818181818, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -20.309161281585695, 'logits_per_token_corr': -6.349962151506808, 'logits_per_char_corr': -1.0668390760861115, 'bits_per_byte_corr': 1.5391234444971023, 'correct_prob': 0.0002707429876380737, 'correct_prob_per_token': 0.01065129206104896, 'correct_prob_per_char': 0.3785180551523021, 'margin': -0.0005608596217980501, 'margin_per_token': -0.0139935294862924, 'margin_per_char': -0.0732025056378622, 'total_prob': 0.0013123646619812147, 'total_prob_per_token': 0.04981435865921918, 'total_prob_per_char': 1.5398410032716843, 'uncond_correct_prob': 1.7238860742750966e-05, 'uncond_correct_prob_per_token': 0.0036737224709593687, 'uncond_correct_prob_per_char': 0.2957146310952967, 'uncond_total_prob': 0.0001330726160624487, 'norm_correct_prob': 0.32610701373823153, 'norm_correct_prob_per_token': 0.23950276103657628, 'norm_correct_prob_per_char': 0.24761861473190416, 'primary_metric': 0.39090909090909093}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.2272727272727273, 'predicted_index_per_token': 1.481818181818182, 'predicted_index_per_char': 1.509090909090909, 'predicted_index_per_byte': 1.509090909090909, 'predicted_index_uncond': 1.5272727272727273, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.39090909090909093, 'acc_per_token': 0.3, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.22727272727272727, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -20.17670561617071, 'logits_per_token_corr': -6.188262309356477, 'logits_per_char_corr': -1.0464589490704552, 'logits_per_byte_corr': 1.5097211363189065, 'correct_prob': 0.00028271947127884935, 'correct_prob_per_token': 0.01015874923783135, 'correct_prob_per_char': 0.38298812380007147, 'margin': -0.0004950919731615031, 'margin_per_token': -0.012284163809176369, 'margin_per_char': -0.06769985395644505, 'total_prob': 0.0012100292621956893, 'total_prob_per_token': 0.04590349298788773, 'total_prob_per_char': 1.5434813109558607, 'uncond_correct_prob': 2.156413119218521e-05, 'uncond_correct_prob_per_token': 0.0039659010380962935, 'uncond_correct_prob_per_char': 0.3036089534150086, 'uncond_total_prob': 9.183240615305154e-05, 'norm_correct_prob': 0.34060743673276195, 'norm_correct_prob_per_token': 0.2599950523781085, 'norm_correct_prob_per_char': 0.2487370657134929, 'primary_metric': 0.39090909090909093}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.2, 'predicted_index_per_token': 1.4454545454545455, 'predicted_index_per_char': 1.4272727272727272, 'predicted_index_per_byte': 1.4272727272727272, 'predicted_index_uncond': 1.490909090909091, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.35454545454545455, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.33636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -19.593204901435158, 'logits_per_token_corr': -6.138700607457529, 'logits_per_char_corr': -1.0459883916134418, 'bits_per_byte_corr': 1.5090422654092195, 'correct_prob': 0.00021624277446777058, 'correct_prob_per_token': 0.01097543750719439, 'correct_prob_per_char': 0.38852668709077814, 'margin': -0.0003308418092999148, 'margin_per_token': -0.013748862497131399, 'margin_per_char': -0.06334581764345262, 'total_prob': 0.0009064114412198669, 'total_prob_per_token': 0.04824695931059318, 'total_prob_per_char': 1.5442568015369456, 'uncond_correct_prob': 1.5785645858341552e-05, 'uncond_correct_prob_per_token': 0.004159456068842449, 'uncond_correct_prob_per_char': 0.2963302819856597, 'uncond_total_prob': 7.511710410980826e-05, 'norm_correct_prob': 0.34705366013009475, 'norm_correct_prob_per_token': 0.26503465435044665, 'norm_correct_prob_per_char': 0.25364204071120283, 'primary_metric': 0.35454545454545455}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.190909090909091, 'predicted_index_per_token': 1.4272727272727272, 'predicted_index_per_char': 1.3727272727272728, 'predicted_index_per_byte': 1.3727272727272728, 'predicted_index_uncond': 1.5545454545454545, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.4, 'acc_per_token': 0.3, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -19.498235897584394, 'logits_per_token_corr': -5.997333761059387, 'logits_per_char_corr': -1.019291948081318, 'bits_per_byte_corr': 1.4705274387160248, 'correct_prob': 0.0004773207459997324, 'correct_prob_per_token': 0.01203531706807949, 'correct_prob_per_char': 0.39701771059347934, 'margin': -0.0007123949753345055, 'margin_per_token': -0.012678941577545828, 'margin_per_char': -0.06611934062652793, 'total_prob': 0.0019524868393121936, 'total_prob_per_token': 0.052254536725817216, 'total_prob_per_char': 1.5865092999197055, 'uncond_correct_prob': 7.586009596673436e-05, 'uncond_correct_prob_per_token': 0.003548688290622856, 'uncond_correct_prob_per_char': 0.3005624071602151, 'uncond_total_prob': 0.00031678573607199663, 'norm_correct_prob': 0.36310949497833067, 'norm_correct_prob_per_token': 0.25487688612597514, 'norm_correct_prob_per_char': 0.250652871460982, 'primary_metric': 0.4}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.2181818181818183, 'predicted_index_per_token': 1.4545454545454546, 'predicted_index_per_char': 1.3909090909090909, 'predicted_index_per_byte': 1.5363636363636364, 'predicted_index_uncond': 1.481818181818182, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.36363636363636365, 'acc_per_token': 0.2818181818181818, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.24545454545454545, 'acc_uncond': 0.32727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -19.977192661978982, 'logits_per_token_corr': -6.1735872651684165, 'logits_per_char_corr': -1.0363925723585892, 'logits_per_byte_corr': 1.4951984245569672, 'correct_prob': 0.0004596494462586384, 'correct_prob_per_token': 0.01091127229110241, 'correct_prob_per_char': 0.38491475014769233, 'margin': -0.00022639190952124014, 'margin_per_token': -0.011958655930698617, 'margin_per_char': -0.06712222177963409, 'total_prob': 0.0013528346577298398, 'total_prob_per_token': 0.047738969710904355, 'total_prob_per_char': 1.5485248227629542, 'uncond_correct_prob': 2.773227492053573e-05, 'uncond_correct_prob_per_token': 0.004231892242160697, 'uncond_correct_prob_per_char': 0.304803986402474, 'uncond_total_prob': 0.00013012305781753077, 'norm_correct_prob': 0.34754819823425076, 'norm_correct_prob_per_token': 0.2598972814069497, 'norm_correct_prob_per_char': 0.24972081781814398, 'primary_metric': 0.36363636363636365}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.209090909090909, 'predicted_index_per_token': 1.5818181818181818, 'predicted_index_per_char': 1.3727272727272728, 'predicted_index_per_byte': 1.3727272727272728, 'predicted_index_uncond': 1.490909090909091, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.3181818181818182, 'no_answer': 0.0, 'sum_logits_corr': -19.490893285924738, 'logits_per_token_corr': -6.137952935900089, 'logits_per_char_corr': -1.0370206716870618, 'bits_per_byte_corr': 1.4961045803433408, 'correct_prob': 0.00022500400127784198, 'correct_prob_per_token': 0.011941992285755548, 'correct_prob_per_char': 0.388539664642805, 'margin': -0.00040082588597024546, 'margin_per_token': -0.012854830176492632, 'margin_per_char': -0.07158274076507443, 'total_prob': 0.001054865907874939, 'total_prob_per_token': 0.051447411054972234, 'total_prob_per_char': 1.5691797626616835, 'uncond_correct_prob': 2.630472108962151e-05, 'uncond_correct_prob_per_token': 0.0045830885544182, 'uncond_correct_prob_per_char': 0.3093494186072346, 'uncond_total_prob': 0.00010313377913543316, 'norm_correct_prob': 0.3322027504873089, 'norm_correct_prob_per_token': 0.2531312068261109, 'norm_correct_prob_per_char': 0.249065772951024, 'primary_metric': 0.3}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.2, 'predicted_index_per_token': 1.509090909090909, 'predicted_index_per_char': 1.4363636363636363, 'predicted_index_per_byte': 1.4363636363636363, 'predicted_index_uncond': 1.5454545454545454, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3090909090909091, 'acc_per_token': 0.20909090909090908, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.2909090909090909, 'no_answer': 0.0, 'sum_logits_corr': -19.972022277658635, 'logits_per_token_corr': -6.299417619324999, 'logits_per_char_corr': -1.066517650625035, 'bits_per_byte_corr': 1.5386597255783914, 'correct_prob': 0.0002900893290947988, 'correct_prob_per_token': 0.011475987816573973, 'correct_prob_per_char': 0.3797562492788873, 'margin': -0.00037894935013690797, 'margin_per_token': -0.011824210129608189, 'margin_per_char': -0.07242613301180244, 'total_prob': 0.0011351488780828591, 'total_prob_per_token': 0.04925375372062103, 'total_prob_per_char': 1.5416217957884994, 'uncond_correct_prob': 1.4614385231881979e-05, 'uncond_correct_prob_per_token': 0.003864831103880844, 'uncond_correct_prob_per_char': 0.301736771481771, 'uncond_total_prob': 7.196893347623336e-05, 'norm_correct_prob': 0.325882044648271, 'norm_correct_prob_per_token': 0.23392497019273503, 'norm_correct_prob_per_char': 0.2468685292809759, 'primary_metric': 0.3090909090909091}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.190909090909091, 'predicted_index_per_token': 1.5636363636363637, 'predicted_index_per_char': 1.4272727272727272, 'predicted_index_per_byte': 1.4636363636363636, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.4090909090909091, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.22727272727272727, 'acc_uncond': 0.3181818181818182, 'no_answer': 0.0, 'sum_logits_corr': -19.858393742821434, 'logits_per_token_corr': -6.250514614524018, 'logits_per_char_corr': -1.0553434312440326, 'logits_per_byte_corr': 1.5225387346916022, 'correct_prob': 0.00022881648864650278, 'correct_prob_per_token': 0.011101777644928075, 'correct_prob_per_char': 0.38140288190034044, 'margin': -0.00023737236531871288, 'margin_per_token': -0.011802462887293499, 'margin_per_char': -0.06656078812547628, 'total_prob': 0.0008501441074143684, 'total_prob_per_token': 0.047165125690393835, 'total_prob_per_char': 1.5334684858728986, 'uncond_correct_prob': 2.2387881095314633e-05, 'uncond_correct_prob_per_token': 0.004484312012215807, 'uncond_correct_prob_per_char': 0.3088053992351866, 'uncond_total_prob': 0.00011884083169096286, 'norm_correct_prob': 0.3703892090885792, 'norm_correct_prob_per_token': 0.25301967873204106, 'norm_correct_prob_per_char': 0.24955469535198224, 'primary_metric': 0.4090909090909091}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.3, 'predicted_index_per_token': 1.5545454545454545, 'predicted_index_per_char': 1.4363636363636363, 'predicted_index_per_byte': 1.4363636363636363, 'predicted_index_uncond': 1.6727272727272726, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.36363636363636365, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -19.200616628473455, 'logits_per_token_corr': -5.920135760274893, 'logits_per_char_corr': -1.0002621882207579, 'bits_per_byte_corr': 1.4430732985358667, 'correct_prob': 0.0002940870090509053, 'correct_prob_per_token': 0.012336621799698749, 'correct_prob_per_char': 0.3997247436076931, 'margin': -0.0003253397787993654, 'margin_per_token': -0.012228508086519265, 'margin_per_char': -0.06333766356663578, 'total_prob': 0.0011315046679517195, 'total_prob_per_token': 0.05158874602061534, 'total_prob_per_char': 1.5916729749421672, 'uncond_correct_prob': 4.907154978087128e-05, 'uncond_correct_prob_per_token': 0.004175710039783879, 'uncond_correct_prob_per_char': 0.30718770220296826, 'uncond_total_prob': 0.00017326437977626774, 'norm_correct_prob': 0.37431474664240894, 'norm_correct_prob_per_token': 0.26791693913088027, 'norm_correct_prob_per_char': 0.25267590484198343, 'primary_metric': 0.36363636363636365}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.0818181818181818, 'predicted_index_per_token': 1.509090909090909, 'predicted_index_per_char': 1.4363636363636363, 'predicted_index_per_byte': 1.4363636363636363, 'predicted_index_uncond': 1.518181818181818, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.3181818181818182, 'no_answer': 0.0, 'sum_logits_corr': -19.171048619530417, 'logits_per_token_corr': -5.986421540904568, 'logits_per_char_corr': -1.0141280409295923, 'bits_per_byte_corr': 1.4630774954766137, 'correct_prob': 0.00039692426436444467, 'correct_prob_per_token': 0.013396718885024497, 'correct_prob_per_char': 0.39812237474585255, 'margin': -0.0007864013182483141, 'margin_per_token': -0.011339633196421428, 'margin_per_char': -0.06239130923628887, 'total_prob': 0.001908875522314233, 'total_prob_per_token': 0.054331465278845185, 'total_prob_per_char': 1.5934571409914422, 'uncond_correct_prob': 3.549055872728682e-05, 'uncond_correct_prob_per_token': 0.004335910609745591, 'uncond_correct_prob_per_char': 0.31421673170980086, 'uncond_total_prob': 0.0001364022920911663, 'norm_correct_prob': 0.35533558349459604, 'norm_correct_prob_per_token': 0.25553732255294753, 'norm_correct_prob_per_char': 0.25046763518454407, 'primary_metric': 0.34545454545454546}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.1636363636363636, 'predicted_index_per_token': 1.4727272727272727, 'predicted_index_per_char': 1.3636363636363635, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.6363636363636365, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3181818181818182, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.21818181818181817, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -19.339068399776114, 'logits_per_token_corr': -5.997844234676856, 'logits_per_char_corr': -1.0168594494672456, 'logits_per_byte_corr': 1.4670180850285308, 'correct_prob': 0.00032808137470234, 'correct_prob_per_token': 0.011943085670676902, 'correct_prob_per_char': 0.3928589572436947, 'margin': -0.0005439406597823634, 'margin_per_token': -0.013270543553260038, 'margin_per_char': -0.06829233448155402, 'total_prob': 0.0014854140399957704, 'total_prob_per_token': 0.05232873733375907, 'total_prob_per_char': 1.5805188533580143, 'uncond_correct_prob': 2.0809787508885448e-05, 'uncond_correct_prob_per_token': 0.004524154602770615, 'uncond_correct_prob_per_char': 0.29753701369488383, 'uncond_total_prob': 8.12692108820393e-05, 'norm_correct_prob': 0.3183001889997263, 'norm_correct_prob_per_token': 0.25716606931757435, 'norm_correct_prob_per_char': 0.24923648616171268, 'primary_metric': 0.3181818181818182}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.190909090909091, 'predicted_index_per_token': 1.6, 'predicted_index_per_char': 1.3454545454545455, 'predicted_index_per_byte': 1.3454545454545455, 'predicted_index_uncond': 1.5363636363636364, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.39090909090909093, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.3090909090909091, 'acc_per_byte': 0.3090909090909091, 'acc_uncond': 0.2818181818181818, 'no_answer': 0.0, 'sum_logits_corr': -19.530740248073233, 'logits_per_token_corr': -6.207637847988415, 'logits_per_char_corr': -1.0410700724587743, 'bits_per_byte_corr': 1.5019466307552662, 'correct_prob': 0.00026747326147020026, 'correct_prob_per_token': 0.012589482634143386, 'correct_prob_per_char': 0.3878524361021541, 'margin': -0.0004982201118585314, 'margin_per_token': -0.014293875933495357, 'margin_per_char': -0.0639993023564989, 'total_prob': 0.0012297691319110631, 'total_prob_per_token': 0.054182811275173465, 'total_prob_per_char': 1.5518930157337816, 'uncond_correct_prob': 8.636464497602572e-06, 'uncond_correct_prob_per_token': 0.004584939002599647, 'uncond_correct_prob_per_char': 0.29918216637869316, 'uncond_total_prob': 4.372976155195844e-05, 'norm_correct_prob': 0.3655937384462928, 'norm_correct_prob_per_token': 0.2617111149882523, 'norm_correct_prob_per_char': 0.25213255915006677, 'primary_metric': 0.39090909090909093}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.0909090909090908, 'predicted_index_per_token': 1.4545454545454546, 'predicted_index_per_char': 1.2636363636363637, 'predicted_index_per_byte': 1.2636363636363637, 'predicted_index_uncond': 1.5545454545454545, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.4090909090909091, 'acc_per_token': 0.2636363636363636, 'acc_per_char': 0.3090909090909091, 'acc_per_byte': 0.3090909090909091, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -19.838370448892768, 'logits_per_token_corr': -6.288800392329442, 'logits_per_char_corr': -1.0635955219999704, 'bits_per_byte_corr': 1.5344439851021683, 'correct_prob': 0.0002609210644169262, 'correct_prob_per_token': 0.011618620823139659, 'correct_prob_per_char': 0.38196202865326767, 'margin': -0.000496957829579415, 'margin_per_token': -0.012962543144482048, 'margin_per_char': -0.07005501096923446, 'total_prob': 0.0011636097876788023, 'total_prob_per_token': 0.05045449682875696, 'total_prob_per_char': 1.5482497784373273, 'uncond_correct_prob': 2.2555228326552144e-05, 'uncond_correct_prob_per_token': 0.0041888201999650135, 'uncond_correct_prob_per_char': 0.30701322806220643, 'uncond_total_prob': 0.00010137887694428057, 'norm_correct_prob': 0.3554008049883196, 'norm_correct_prob_per_token': 0.24073766187038287, 'norm_correct_prob_per_char': 0.24704103379232967, 'primary_metric': 0.4090909090909091}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.1545454545454545, 'predicted_index_per_token': 1.5727272727272728, 'predicted_index_per_char': 1.309090909090909, 'predicted_index_per_byte': 1.5727272727272728, 'predicted_index_uncond': 1.5454545454545454, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.35454545454545455, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.19090909090909092, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -19.7089347449216, 'logits_per_token_corr': -6.2527875816106135, 'logits_per_char_corr': -1.0515877147498782, 'logits_per_byte_corr': 1.5171203811304974, 'correct_prob': 0.0002616302474442243, 'correct_prob_per_token': 0.011448532712474835, 'correct_prob_per_char': 0.3833639457930847, 'margin': -0.000227801445528128, 'margin_per_token': -0.01065854446388089, 'margin_per_char': -0.06641593230804431, 'total_prob': 0.0008759067549976754, 'total_prob_per_token': 0.048039673997193534, 'total_prob_per_char': 1.5441353946581773, 'uncond_correct_prob': 4.856652342726547e-06, 'uncond_correct_prob_per_token': 0.004123772198299472, 'uncond_correct_prob_per_char': 0.28652104170769516, 'uncond_total_prob': 1.788639917466948e-05, 'norm_correct_prob': 0.3332526142771076, 'norm_correct_prob_per_token': 0.23848023357293305, 'norm_correct_prob_per_char': 0.24862368056673342, 'primary_metric': 0.35454545454545455}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.1363636363636365, 'predicted_index_per_token': 1.5818181818181818, 'predicted_index_per_char': 1.3909090909090909, 'predicted_index_per_byte': 1.3909090909090909, 'predicted_index_uncond': 1.5818181818181818, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.33636363636363636, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.2545454545454545, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.32727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -19.15725649920377, 'logits_per_token_corr': -5.964532591598461, 'logits_per_char_corr': -0.9956310799451012, 'bits_per_byte_corr': 1.4363920215927524, 'correct_prob': 0.0003890475545816399, 'correct_prob_per_token': 0.012590540591748455, 'correct_prob_per_char': 0.3986100554721087, 'margin': -0.000787685566961298, 'margin_per_token': -0.01573816382654841, 'margin_per_char': -0.0668738953349219, 'total_prob': 0.001982316089137671, 'total_prob_per_token': 0.056756298958817265, 'total_prob_per_char': 1.599960478070473, 'uncond_correct_prob': 1.483259324815874e-05, 'uncond_correct_prob_per_token': 0.004564652107925502, 'uncond_correct_prob_per_char': 0.2986078710424565, 'uncond_total_prob': 8.522886521495684e-05, 'norm_correct_prob': 0.35340499133383724, 'norm_correct_prob_per_token': 0.25792748575372804, 'norm_correct_prob_per_char': 0.250310393621663, 'primary_metric': 0.33636363636363636}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.2454545454545454, 'predicted_index_per_token': 1.481818181818182, 'predicted_index_per_char': 1.3363636363636364, 'predicted_index_per_byte': 1.3363636363636364, 'predicted_index_uncond': 1.4363636363636363, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.32727272727272727, 'acc_per_token': 0.2545454545454545, 'acc_per_char': 0.20909090909090908, 'acc_per_byte': 0.20909090909090908, 'acc_uncond': 0.24545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -19.279931059750645, 'logits_per_token_corr': -6.0009352138728955, 'logits_per_char_corr': -1.0187688731186972, 'bits_per_byte_corr': 1.4697728010614386, 'correct_prob': 0.00048054235683017726, 'correct_prob_per_token': 0.012401870334044557, 'correct_prob_per_char': 0.39578083810563147, 'margin': -0.002327524635949, 'margin_per_token': -0.017811999460129225, 'margin_per_char': -0.07559649252397052, 'total_prob': 0.0035314041111394368, 'total_prob_per_token': 0.06035767221458386, 'total_prob_per_char': 1.6121609619427957, 'uncond_correct_prob': 3.345709032869453e-05, 'uncond_correct_prob_per_token': 0.004236458502426994, 'uncond_correct_prob_per_char': 0.30835266940236866, 'uncond_total_prob': 0.0001442109358192799, 'norm_correct_prob': 0.3192506294805166, 'norm_correct_prob_per_token': 0.24218304674911015, 'norm_correct_prob_per_char': 0.2461474796733933, 'primary_metric': 0.32727272727272727}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.1636363636363636, 'predicted_index_per_token': 1.4454545454545455, 'predicted_index_per_char': 1.4454545454545455, 'predicted_index_per_byte': 1.6181818181818182, 'predicted_index_uncond': 1.509090909090909, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.33636363636363636, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -19.744487398320977, 'logits_per_token_corr': -6.192225525983808, 'logits_per_char_corr': -1.0325568109741714, 'logits_per_byte_corr': 1.48966459062963, 'correct_prob': 0.00041698312823533853, 'correct_prob_per_token': 0.012479612839412067, 'correct_prob_per_char': 0.3854093851132916, 'margin': -0.00026707908626560304, 'margin_per_token': -0.012400905736023333, 'margin_per_char': -0.07346028025244801, 'total_prob': 0.0013067966990792858, 'total_prob_per_token': 0.05126867514299427, 'total_prob_per_char': 1.5506270891254956, 'uncond_correct_prob': 2.7513870994971496e-05, 'uncond_correct_prob_per_token': 0.0046890265266933415, 'uncond_correct_prob_per_char': 0.30634517472183287, 'uncond_total_prob': 0.00010492269334340673, 'norm_correct_prob': 0.3429272468271502, 'norm_correct_prob_per_token': 0.2477362204358189, 'norm_correct_prob_per_char': 0.24985052424638252, 'primary_metric': 0.33636363636363636}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.1636363636363636, 'predicted_index_per_token': 1.5727272727272728, 'predicted_index_per_char': 1.4181818181818182, 'predicted_index_per_byte': 1.4181818181818182, 'predicted_index_uncond': 1.6454545454545455, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.37272727272727274, 'acc_per_token': 0.2545454545454545, 'acc_per_char': 0.2818181818181818, 'acc_per_byte': 0.2818181818181818, 'acc_uncond': 0.32727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -19.083476114273072, 'logits_per_token_corr': -5.98876752049476, 'logits_per_char_corr': -1.0084016865749947, 'bits_per_byte_corr': 1.4548161124468566, 'correct_prob': 0.0002858038510101042, 'correct_prob_per_token': 0.013226282111119956, 'correct_prob_per_char': 0.3978752651063345, 'margin': -0.0004142384949579191, 'margin_per_token': -0.01547346854524561, 'margin_per_char': -0.06871975651220294, 'total_prob': 0.001303680123747273, 'total_prob_per_token': 0.058173412609742986, 'total_prob_per_char': 1.5950246905402121, 'uncond_correct_prob': 1.5357704663432987e-05, 'uncond_correct_prob_per_token': 0.0051724322430141195, 'uncond_correct_prob_per_char': 0.3129864654140373, 'uncond_total_prob': 6.315763881863965e-05, 'norm_correct_prob': 0.3511184693469357, 'norm_correct_prob_per_token': 0.25923972360259534, 'norm_correct_prob_per_char': 0.2516179684120149, 'primary_metric': 0.37272727272727274}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.2545454545454546, 'predicted_index_per_token': 1.4454545454545455, 'predicted_index_per_char': 1.3636363636363635, 'predicted_index_per_byte': 1.3636363636363635, 'predicted_index_uncond': 1.5, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.35454545454545455, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.22727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -19.315761893445796, 'logits_per_token_corr': -6.11310364274279, 'logits_per_char_corr': -1.0290921308844259, 'bits_per_byte_corr': 1.484666113845884, 'correct_prob': 0.0006517488579573636, 'correct_prob_per_token': 0.014505447572645366, 'correct_prob_per_char': 0.3947250523798958, 'margin': -0.0019702268682822346, 'margin_per_token': -0.013784926303328117, 'margin_per_char': -0.07090055419139817, 'total_prob': 0.003507544523169459, 'total_prob_per_token': 0.06037389318315576, 'total_prob_per_char': 1.5912767284751097, 'uncond_correct_prob': 2.6843511185572425e-05, 'uncond_correct_prob_per_token': 0.004159410168309138, 'uncond_correct_prob_per_char': 0.2972336377152837, 'uncond_total_prob': 0.00011154709534934171, 'norm_correct_prob': 0.33429317477619774, 'norm_correct_prob_per_token': 0.24135107093714744, 'norm_correct_prob_per_char': 0.2476261939160391, 'primary_metric': 0.35454545454545455}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.1454545454545455, 'predicted_index_per_token': 1.3818181818181818, 'predicted_index_per_char': 1.2454545454545454, 'predicted_index_per_byte': 1.5272727272727273, 'predicted_index_uncond': 1.5272727272727273, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.36363636363636365, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.22727272727272727, 'acc_uncond': 0.33636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -19.610254296389492, 'logits_per_token_corr': -6.15417837073126, 'logits_per_char_corr': -1.0373856542644837, 'logits_per_byte_corr': 1.4966311388977986, 'correct_prob': 0.00046692244389771675, 'correct_prob_per_token': 0.012347421685456666, 'correct_prob_per_char': 0.38763027787920074, 'margin': -0.0005149515674388877, 'margin_per_token': -0.01292362775174083, 'margin_per_char': -0.07467679525570772, 'total_prob': 0.0016976185424334492, 'total_prob_per_token': 0.052704293297639405, 'total_prob_per_char': 1.5659663595387174, 'uncond_correct_prob': 2.8450342615694466e-05, 'uncond_correct_prob_per_token': 0.0047472217555465405, 'uncond_correct_prob_per_char': 0.30599309701942184, 'uncond_total_prob': 0.00011748917491138042, 'norm_correct_prob': 0.3285807736063217, 'norm_correct_prob_per_token': 0.24265552156219544, 'norm_correct_prob_per_char': 0.24777481462418505, 'primary_metric': 0.36363636363636365}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.1454545454545455, 'predicted_index_per_token': 1.5272727272727273, 'predicted_index_per_char': 1.3636363636363635, 'predicted_index_per_byte': 1.3636363636363635, 'predicted_index_uncond': 1.5, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.37272727272727274, 'acc_per_token': 0.2636363636363636, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -19.273832217129794, 'logits_per_token_corr': -6.1397769799612165, 'logits_per_char_corr': -1.03280000665554, 'bits_per_byte_corr': 1.4900154478331067, 'correct_prob': 0.0003000302293544567, 'correct_prob_per_token': 0.01299318008286608, 'correct_prob_per_char': 0.39154092054917444, 'margin': -0.0003689037802319526, 'margin_per_token': -0.013720846811979772, 'margin_per_char': -0.06600050405464829, 'total_prob': 0.0012920738778508627, 'total_prob_per_token': 0.05584426606282738, 'total_prob_per_char': 1.5683209797420345, 'uncond_correct_prob': 9.803167130989633e-06, 'uncond_correct_prob_per_token': 0.0049659191255735854, 'uncond_correct_prob_per_char': 0.30173385714696677, 'uncond_total_prob': 4.3884543866249605e-05, 'norm_correct_prob': 0.3614642443316679, 'norm_correct_prob_per_token': 0.2624781097575648, 'norm_correct_prob_per_char': 0.2525424046375755, 'primary_metric': 0.37272727272727274}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.1636363636363636, 'predicted_index_per_token': 1.5636363636363637, 'predicted_index_per_char': 1.3636363636363635, 'predicted_index_per_byte': 1.3636363636363635, 'predicted_index_uncond': 1.5363636363636364, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.35454545454545455, 'acc_per_token': 0.21818181818181817, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -19.353491605411875, 'logits_per_token_corr': -6.020799388980852, 'logits_per_char_corr': -1.0159915516255587, 'bits_per_byte_corr': 1.4657659731163293, 'correct_prob': 0.00035397015534748845, 'correct_prob_per_token': 0.013133963337149356, 'correct_prob_per_char': 0.3954949272921887, 'margin': -0.0008874579252617135, 'margin_per_token': -0.01580569052685491, 'margin_per_char': -0.0723125232336913, 'total_prob': 0.0018355689359565715, 'total_prob_per_token': 0.05924070385358495, 'total_prob_per_char': 1.5981243510399172, 'uncond_correct_prob': 4.7958787359185904e-05, 'uncond_correct_prob_per_token': 0.004087655761391625, 'uncond_correct_prob_per_char': 0.2984977340065871, 'uncond_total_prob': 0.00028396905302124627, 'norm_correct_prob': 0.3373202498821809, 'norm_correct_prob_per_token': 0.24253644509041147, 'norm_correct_prob_per_char': 0.2478291604377458, 'primary_metric': 0.35454545454545455}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.1818181818181819, 'predicted_index_per_token': 1.5454545454545454, 'predicted_index_per_char': 1.3454545454545455, 'predicted_index_per_byte': 1.5363636363636364, 'predicted_index_uncond': 1.6, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.20909090909090908, 'acc_per_byte': 0.3, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -19.63116019422358, 'logits_per_token_corr': -6.229846683125599, 'logits_per_char_corr': -1.0447593980334258, 'logits_per_byte_corr': 1.507269202466045, 'correct_prob': 0.00031998662279264934, 'correct_prob_per_token': 0.012279711389664626, 'correct_prob_per_char': 0.3833789537498004, 'margin': -0.00036454890003629394, 'margin_per_token': -0.014508903632279834, 'margin_per_char': -0.07426003620064481, 'total_prob': 0.001251637903860627, 'total_prob_per_token': 0.05471518272365638, 'total_prob_per_char': 1.5618451328918654, 'uncond_correct_prob': 4.4200737651408e-05, 'uncond_correct_prob_per_token': 0.004687733530409311, 'uncond_correct_prob_per_char': 0.3048363268290203, 'uncond_total_prob': 0.00020931071020465763, 'norm_correct_prob': 0.33079768743836313, 'norm_correct_prob_per_token': 0.23756390532177504, 'norm_correct_prob_per_char': 0.24689186277172667, 'primary_metric': 0.34545454545454546}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.0727272727272728, 'predicted_index_per_token': 1.4727272727272727, 'predicted_index_per_char': 1.4090909090909092, 'predicted_index_per_byte': 1.4090909090909092, 'predicted_index_uncond': 1.5727272727272728, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.33636363636363636, 'acc_per_token': 0.24545454545454545, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.33636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -18.847815491936423, 'logits_per_token_corr': -6.0272807486349596, 'logits_per_char_corr': -1.0054786022796312, 'bits_per_byte_corr': 1.4505989932298322, 'correct_prob': 0.0002827865812567897, 'correct_prob_per_token': 0.014654226558377791, 'correct_prob_per_char': 0.3993336365941941, 'margin': -0.0005379393647313166, 'margin_per_token': -0.01568619843109018, 'margin_per_char': -0.06456081431166609, 'total_prob': 0.0013541150232338685, 'total_prob_per_token': 0.062629962145151, 'total_prob_per_char': 1.5961800661345062, 'uncond_correct_prob': 1.4912025215690596e-05, 'uncond_correct_prob_per_token': 0.004787714681298918, 'uncond_correct_prob_per_char': 0.30618638786595603, 'uncond_total_prob': 7.698002100856645e-05, 'norm_correct_prob': 0.35385718542454897, 'norm_correct_prob_per_token': 0.2605081925317059, 'norm_correct_prob_per_char': 0.25219436603979967, 'primary_metric': 0.33636363636363636}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.1545454545454545, 'predicted_index_per_token': 1.4363636363636363, 'predicted_index_per_char': 1.3, 'predicted_index_per_byte': 1.3, 'predicted_index_uncond': 1.518181818181818, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.35454545454545455, 'acc_per_token': 0.2545454545454545, 'acc_per_char': 0.24545454545454545, 'acc_per_byte': 0.24545454545454545, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -19.43013495531949, 'logits_per_token_corr': -6.138844087573678, 'logits_per_char_corr': -1.026792130703538, 'bits_per_byte_corr': 1.4813479149908706, 'correct_prob': 0.0005090190748988226, 'correct_prob_per_token': 0.013711559928096917, 'correct_prob_per_char': 0.39252581848041174, 'margin': -0.001495325040692988, 'margin_per_token': -0.014678456396115454, 'margin_per_char': -0.070071364437993, 'total_prob': 0.0028563782546906567, 'total_prob_per_token': 0.05982003869120475, 'total_prob_per_char': 1.5839664208598117, 'uncond_correct_prob': 4.6833990859629755e-05, 'uncond_correct_prob_per_token': 0.004489483020895825, 'uncond_correct_prob_per_char': 0.30171479407716917, 'uncond_total_prob': 0.00022547150696602627, 'norm_correct_prob': 0.3322962450349015, 'norm_correct_prob_per_token': 0.24034293428648312, 'norm_correct_prob_per_char': 0.24838953830521, 'primary_metric': 0.35454545454545455}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.2454545454545454, 'predicted_index_per_token': 1.4363636363636363, 'predicted_index_per_char': 1.3272727272727274, 'predicted_index_per_byte': 1.6727272727272726, 'predicted_index_uncond': 1.5272727272727273, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.20909090909090908, 'acc_per_byte': 0.24545454545454545, 'acc_uncond': 0.32727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -18.861152997883885, 'logits_per_token_corr': -5.8309496823209725, 'logits_per_char_corr': -0.9767772056752534, 'logits_per_byte_corr': 1.4091916306820798, 'correct_prob': 0.0007844369796474628, 'correct_prob_per_token': 0.015177366422733193, 'correct_prob_per_char': 0.4064570735207306, 'margin': -0.000233571079874908, 'margin_per_token': -0.015580702744571328, 'margin_per_char': -0.06985871415327277, 'total_prob': 0.002255936642448073, 'total_prob_per_token': 0.0635406542396845, 'total_prob_per_char': 1.6280987657310362, 'uncond_correct_prob': 1.509728454008817e-05, 'uncond_correct_prob_per_token': 0.004792378537624968, 'uncond_correct_prob_per_char': 0.2979580106222016, 'uncond_total_prob': 8.525513904301104e-05, 'norm_correct_prob': 0.33442016400156943, 'norm_correct_prob_per_token': 0.25652843075317266, 'norm_correct_prob_per_char': 0.25021491813926655, 'primary_metric': 0.34545454545454546}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.1818181818181819, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.309090909090909, 'predicted_index_per_byte': 1.309090909090909, 'predicted_index_uncond': 1.6181818181818182, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.39090909090909093, 'acc_per_token': 0.2636363636363636, 'acc_per_char': 0.2909090909090909, 'acc_per_byte': 0.2909090909090909, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -18.864313355359165, 'logits_per_token_corr': -5.91938686849693, 'logits_per_char_corr': -0.9903738175025942, 'bits_per_byte_corr': 1.42880739513829, 'correct_prob': 0.0003491822738784402, 'correct_prob_per_token': 0.01439750674339993, 'correct_prob_per_char': 0.40282510674879146, 'margin': -0.0002734683015448931, 'margin_per_token': -0.01614572964033892, 'margin_per_char': -0.06562929009925282, 'total_prob': 0.0013549473404947646, 'total_prob_per_token': 0.06353279899818508, 'total_prob_per_char': 1.616240141139852, 'uncond_correct_prob': 2.0460624221855626e-05, 'uncond_correct_prob_per_token': 0.0049256532500830605, 'uncond_correct_prob_per_char': 0.307988577107753, 'uncond_total_prob': 0.00010374586620861387, 'norm_correct_prob': 0.37041054680509006, 'norm_correct_prob_per_token': 0.25858680331347733, 'norm_correct_prob_per_char': 0.25180209627335526, 'primary_metric': 0.39090909090909093}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.2363636363636363, 'predicted_index_per_token': 1.518181818181818, 'predicted_index_per_char': 1.4363636363636363, 'predicted_index_per_byte': 1.4363636363636363, 'predicted_index_uncond': 1.5454545454545454, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.4, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.22727272727272727, 'acc_per_byte': 0.22727272727272727, 'acc_uncond': 0.24545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -18.67136135968295, 'logits_per_token_corr': -5.763453578543235, 'logits_per_char_corr': -0.9686516665668823, 'bits_per_byte_corr': 1.397468955705875, 'correct_prob': 0.001033337447362622, 'correct_prob_per_token': 0.016750035134974185, 'correct_prob_per_char': 0.4125026009597124, 'margin': -0.0011498285593283324, 'margin_per_token': -0.014731190758140127, 'margin_per_char': -0.0664337907293167, 'total_prob': 0.0037356300433328523, 'total_prob_per_token': 0.06787360371040943, 'total_prob_per_char': 1.6483046734523819, 'uncond_correct_prob': 3.1701214601546955e-05, 'uncond_correct_prob_per_token': 0.0046087807553808965, 'uncond_correct_prob_per_char': 0.30536932978690234, 'uncond_total_prob': 0.00014109832915933733, 'norm_correct_prob': 0.3566284310768442, 'norm_correct_prob_per_token': 0.2516513118146441, 'norm_correct_prob_per_char': 0.2510537110627491, 'primary_metric': 0.4}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.2727272727272727, 'predicted_index_per_token': 1.490909090909091, 'predicted_index_per_char': 1.3454545454545455, 'predicted_index_per_byte': 1.5545454545454545, 'predicted_index_uncond': 1.6, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.39090909090909093, 'acc_per_token': 0.2545454545454545, 'acc_per_char': 0.24545454545454545, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.2818181818181818, 'no_answer': 0.0, 'sum_logits_corr': -19.23502543189309, 'logits_per_token_corr': -6.0463338703571194, 'logits_per_char_corr': -1.0099444454377764, 'logits_per_byte_corr': 1.4570418430074812, 'correct_prob': 0.0004258280260675838, 'correct_prob_per_token': 0.014061136234452177, 'correct_prob_per_char': 0.3955265482451622, 'margin': -0.0003604195326312479, 'margin_per_token': -0.014881781650799456, 'margin_per_char': -0.07100467039597806, 'total_prob': 0.0015361936050312006, 'total_prob_per_token': 0.06065829549351331, 'total_prob_per_char': 1.5975695666713698, 'uncond_correct_prob': 1.2125938245902612e-05, 'uncond_correct_prob_per_token': 0.004761086438301817, 'uncond_correct_prob_per_char': 0.30196066702946556, 'uncond_total_prob': 5.03686410012861e-05, 'norm_correct_prob': 0.3455887493835323, 'norm_correct_prob_per_token': 0.24314799982008645, 'norm_correct_prob_per_char': 0.24917390441044338, 'primary_metric': 0.39090909090909093}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.2363636363636363, 'predicted_index_per_token': 1.5363636363636364, 'predicted_index_per_char': 1.4545454545454546, 'predicted_index_per_byte': 1.4545454545454546, 'predicted_index_uncond': 1.6454545454545455, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.36363636363636365, 'acc_per_token': 0.2818181818181818, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -18.46928655017506, 'logits_per_token_corr': -5.7364543971428255, 'logits_per_char_corr': -0.9656313061264694, 'bits_per_byte_corr': 1.3931114966767906, 'correct_prob': 0.0005819173820957753, 'correct_prob_per_token': 0.015896577164636064, 'correct_prob_per_char': 0.4138113030570733, 'margin': -0.0003730383086928545, 'margin_per_token': -0.01484621538889016, 'margin_per_char': -0.057839794061938864, 'total_prob': 0.0021430128625421034, 'total_prob_per_token': 0.06653875417708587, 'total_prob_per_char': 1.637392692492497, 'uncond_correct_prob': 9.267736081500985e-06, 'uncond_correct_prob_per_token': 0.004603431338995797, 'uncond_correct_prob_per_char': 0.29950571335469756, 'uncond_total_prob': 5.211308093643131e-05, 'norm_correct_prob': 0.37150170356663265, 'norm_correct_prob_per_token': 0.2704202178112211, 'norm_correct_prob_per_char': 0.25420701384805916, 'primary_metric': 0.36363636363636365}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.209090909090909, 'predicted_index_per_token': 1.5272727272727273, 'predicted_index_per_char': 1.3636363636363635, 'predicted_index_per_byte': 1.3636363636363635, 'predicted_index_uncond': 1.5818181818181818, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.2636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -18.722210097312928, 'logits_per_token_corr': -5.841518070736638, 'logits_per_char_corr': -0.9770575120496409, 'bits_per_byte_corr': 1.4095960272983383, 'correct_prob': 0.0006530511624309879, 'correct_prob_per_token': 0.01571568528053254, 'correct_prob_per_char': 0.40818392990350155, 'margin': -0.001900751759865979, 'margin_per_token': -0.01656073366515108, 'margin_per_char': -0.07038901346111383, 'total_prob': 0.0035614531482582694, 'total_prob_per_token': 0.06815109111142725, 'total_prob_per_char': 1.63968393672616, 'uncond_correct_prob': 4.173604295788516e-05, 'uncond_correct_prob_per_token': 0.004815117233110667, 'uncond_correct_prob_per_char': 0.3144582434671116, 'uncond_total_prob': 0.0001911965853616304, 'norm_correct_prob': 0.3431991295070963, 'norm_correct_prob_per_token': 0.24870082962731896, 'norm_correct_prob_per_char': 0.2501004487545935, 'primary_metric': 0.34545454545454546}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.2636363636363637, 'predicted_index_per_token': 1.518181818181818, 'predicted_index_per_char': 1.4727272727272727, 'predicted_index_per_byte': 1.5545454545454545, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.2909090909090909, 'no_answer': 0.0, 'sum_logits_corr': -19.00103158083829, 'logits_per_token_corr': -5.965028799486195, 'logits_per_char_corr': -1.002022854734444, 'logits_per_byte_corr': 1.445613403383823, 'correct_prob': 0.0005184610213101816, 'correct_prob_per_token': 0.01460825248471159, 'correct_prob_per_char': 0.3990147422941659, 'margin': -0.0005261206410897513, 'margin_per_token': -0.01600504092364555, 'margin_per_char': -0.07526073499909225, 'total_prob': 0.0020553316161128305, 'total_prob_per_token': 0.06390775137365634, 'total_prob_per_char': 1.6210223271051234, 'uncond_correct_prob': 2.5630148191124574e-05, 'uncond_correct_prob_per_token': 0.004674187541513974, 'uncond_correct_prob_per_char': 0.3035462720298833, 'uncond_total_prob': 0.00010993451879026182, 'norm_correct_prob': 0.3198072677978631, 'norm_correct_prob_per_token': 0.24430807172116745, 'norm_correct_prob_per_char': 0.24699254439338628, 'primary_metric': 0.34545454545454546}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.1545454545454545, 'predicted_index_per_token': 1.518181818181818, 'predicted_index_per_char': 1.4181818181818182, 'predicted_index_per_byte': 1.4181818181818182, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.41818181818181815, 'acc_per_token': 0.32727272727272727, 'acc_per_char': 0.33636363636363636, 'acc_per_byte': 0.33636363636363636, 'acc_uncond': 0.33636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -18.564727414738048, 'logits_per_token_corr': -5.865191251191723, 'logits_per_char_corr': -0.9811590079093128, 'bits_per_byte_corr': 1.4155132350353172, 'correct_prob': 0.0004894087461201443, 'correct_prob_per_token': 0.015337996639629885, 'correct_prob_per_char': 0.4079345263236232, 'margin': -0.000524600942781377, 'margin_per_token': -0.017105067019217927, 'margin_per_char': -0.05861607264199403, 'total_prob': 0.0018237604005679519, 'total_prob_per_token': 0.0667597405934144, 'total_prob_per_char': 1.6194231200694713, 'uncond_correct_prob': 8.287829531015917e-06, 'uncond_correct_prob_per_token': 0.004939892602951167, 'uncond_correct_prob_per_char': 0.3027191588421207, 'uncond_total_prob': 4.267885798142034e-05, 'norm_correct_prob': 0.383596987583976, 'norm_correct_prob_per_token': 0.2693303495765493, 'norm_correct_prob_per_char': 0.2544723676147598, 'primary_metric': 0.41818181818181815}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.1454545454545455, 'predicted_index_per_token': 1.4545454545454546, 'predicted_index_per_char': 1.2545454545454546, 'predicted_index_per_byte': 1.2545454545454546, 'predicted_index_uncond': 1.5545454545454545, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.38181818181818183, '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': -18.43581039905548, 'logits_per_token_corr': -5.701086219077531, 'logits_per_char_corr': -0.956361430420682, 'bits_per_byte_corr': 1.3797378929663846, 'correct_prob': 0.0010149643961289954, 'correct_prob_per_token': 0.017267495353254152, 'correct_prob_per_char': 0.4174238934532621, 'margin': -0.001537929339606018, 'margin_per_token': -0.017416813973601408, 'margin_per_char': -0.06658726559189045, 'total_prob': 0.00420369077012276, 'total_prob_per_token': 0.0740008817040254, 'total_prob_per_char': 1.6696464568283966, 'uncond_correct_prob': 4.8944814783658475e-05, 'uncond_correct_prob_per_token': 0.00458241487073497, 'uncond_correct_prob_per_char': 0.30430976044818153, 'uncond_total_prob': 0.000246180350738904, 'norm_correct_prob': 0.3606228013441975, 'norm_correct_prob_per_token': 0.25274733325531595, 'norm_correct_prob_per_char': 0.25080680439289404, 'primary_metric': 0.38181818181818183}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.1454545454545455, 'predicted_index_per_token': 1.3727272727272728, 'predicted_index_per_char': 1.3909090909090909, 'predicted_index_per_byte': 1.5545454545454545, 'predicted_index_uncond': 1.6, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.3181818181818182, 'acc_per_token': 0.2, 'acc_per_char': 0.18181818181818182, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -19.083140121806753, 'logits_per_token_corr': -5.993598315578523, 'logits_per_char_corr': -0.9968041292199256, 'logits_per_byte_corr': 1.4380843739642608, 'correct_prob': 0.00045776634239643046, 'correct_prob_per_token': 0.014391444726837723, 'correct_prob_per_char': 0.39875761012755684, 'margin': -0.000479953184987519, 'margin_per_token': -0.015553556914335414, 'margin_per_char': -0.07244161114307117, 'total_prob': 0.0018493570180556618, 'total_prob_per_token': 0.06257992331570451, 'total_prob_per_char': 1.6176941811103325, 'uncond_correct_prob': 1.3921894855631902e-05, 'uncond_correct_prob_per_token': 0.0048832322694738325, 'uncond_correct_prob_per_char': 0.30095240880098684, 'uncond_total_prob': 5.728227125402088e-05, 'norm_correct_prob': 0.3301249425125274, 'norm_correct_prob_per_token': 0.24216090818901084, 'norm_correct_prob_per_char': 0.24710354610621743, 'primary_metric': 0.3181818181818182}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.1, 'predicted_index_per_token': 1.518181818181818, 'predicted_index_per_char': 1.3, 'predicted_index_per_byte': 1.3, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.41818181818181815, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -18.363954838839444, 'logits_per_token_corr': -5.843497950710393, 'logits_per_char_corr': -0.9765842568084347, 'bits_per_byte_corr': 1.408913264308775, 'correct_prob': 0.00043657405836980575, 'correct_prob_per_token': 0.016312350554593638, 'correct_prob_per_char': 0.41081880586231473, 'margin': -0.0005128671731579543, 'margin_per_token': -0.018072203824414813, 'margin_per_char': -0.06435755393715195, 'total_prob': 0.001820229204043236, 'total_prob_per_token': 0.07108990489612975, 'total_prob_per_char': 1.638647255940004, 'uncond_correct_prob': 1.1766256768098952e-05, 'uncond_correct_prob_per_token': 0.0051108966537981556, 'uncond_correct_prob_per_char': 0.305235488251483, 'uncond_total_prob': 6.801387657600388e-05, 'norm_correct_prob': 0.3813904986852242, 'norm_correct_prob_per_token': 0.2643571569650318, 'norm_correct_prob_per_char': 0.25289322229947847, 'primary_metric': 0.41818181818181815}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.1727272727272726, 'predicted_index_per_token': 1.4636363636363636, 'predicted_index_per_char': 1.2545454545454546, 'predicted_index_per_byte': 1.2545454545454546, 'predicted_index_uncond': 1.509090909090909, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.39090909090909093, 'acc_per_token': 0.2545454545454545, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.2636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -18.238696523146196, 'logits_per_token_corr': -5.634422263960332, 'logits_per_char_corr': -0.9442202028001632, 'bits_per_byte_corr': 1.362221804087945, 'correct_prob': 0.0010660755577666598, 'correct_prob_per_token': 0.018712375944035263, 'correct_prob_per_char': 0.42158342916616726, 'margin': -0.0015254547931158094, 'margin_per_token': -0.018392915910279493, 'margin_per_char': -0.06599345362927543, 'total_prob': 0.004272149886265385, 'total_prob_per_token': 0.0782402891203012, 'total_prob_per_char': 1.6807396124451683, 'uncond_correct_prob': 3.2186033651432985e-05, 'uncond_correct_prob_per_token': 0.004656348491903768, 'uncond_correct_prob_per_char': 0.3084118781887695, 'uncond_total_prob': 0.0001538834167168325, 'norm_correct_prob': 0.35997151337405353, 'norm_correct_prob_per_token': 0.24994365944949834, 'norm_correct_prob_per_char': 0.2519383755289988, 'primary_metric': 0.39090909090909093}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.209090909090909, 'predicted_index_per_token': 1.4727272727272727, 'predicted_index_per_char': 1.3909090909090909, 'predicted_index_per_byte': 1.5818181818181818, 'predicted_index_uncond': 1.6636363636363636, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.38181818181818183, 'acc_per_token': 0.2, 'acc_per_char': 0.20909090909090908, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.2909090909090909, 'no_answer': 0.0, 'sum_logits_corr': -18.92707822973078, 'logits_per_token_corr': -6.018505961049355, 'logits_per_char_corr': -1.0025529022705468, 'logits_per_byte_corr': 1.4463781003355944, 'correct_prob': 0.00038708912699239584, 'correct_prob_per_token': 0.015034937893122184, 'correct_prob_per_char': 0.39773463864971514, 'margin': -0.00033321176973644226, 'margin_per_token': -0.015561898792345928, 'margin_per_char': -0.07173304605224627, 'total_prob': 0.0014670692511421536, 'total_prob_per_token': 0.06405541316929972, 'total_prob_per_char': 1.6119662770095906, 'uncond_correct_prob': 1.1339666864511153e-05, 'uncond_correct_prob_per_token': 0.004973253596463718, 'uncond_correct_prob_per_char': 0.2970503487995586, 'uncond_total_prob': 4.2772071793887895e-05, 'norm_correct_prob': 0.3448791849495397, 'norm_correct_prob_per_token': 0.2448931287640584, 'norm_correct_prob_per_char': 0.24752139161792944, 'primary_metric': 0.38181818181818183}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.1272727272727272, 'predicted_index_per_token': 1.5363636363636364, 'predicted_index_per_char': 1.3909090909090909, 'predicted_index_per_byte': 1.3909090909090909, 'predicted_index_uncond': 1.6, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.38181818181818183, 'acc_per_token': 0.2545454545454545, 'acc_per_char': 0.2636363636363636, 'acc_per_byte': 0.2636363636363636, 'acc_uncond': 0.36363636363636365, 'no_answer': 0.0, 'sum_logits_corr': -18.419724356044423, 'logits_per_token_corr': -5.843019570173726, 'logits_per_char_corr': -0.9754253542339095, 'bits_per_byte_corr': 1.4072413213116328, 'correct_prob': 0.0005087698470507768, 'correct_prob_per_token': 0.015811574711024234, 'correct_prob_per_char': 0.41054133601806336, 'margin': -0.0005557718564870609, 'margin_per_token': -0.017629571229060698, 'margin_per_char': -0.06192787956928166, 'total_prob': 0.0019397251476173279, 'total_prob_per_token': 0.06898313334797983, 'total_prob_per_char': 1.6349794323278346, 'uncond_correct_prob': 9.605864299298798e-06, 'uncond_correct_prob_per_token': 0.005005064364132884, 'uncond_correct_prob_per_char': 0.3021761297562766, 'uncond_total_prob': 4.3552892576676774e-05, 'norm_correct_prob': 0.3798033255823096, 'norm_correct_prob_per_token': 0.26320286648235236, 'norm_correct_prob_per_char': 0.253017354598294, 'primary_metric': 0.38181818181818183}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.2454545454545454, 'predicted_index_per_token': 1.5636363636363637, 'predicted_index_per_char': 1.2636363636363637, 'predicted_index_per_byte': 1.2636363636363637, 'predicted_index_uncond': 1.6090909090909091, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.35454545454545455, 'acc_per_token': 0.2545454545454545, 'acc_per_char': 0.23636363636363636, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.24545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -18.48828821182251, 'logits_per_token_corr': -5.774558741757615, 'logits_per_char_corr': -0.9642735043341246, 'bits_per_byte_corr': 1.3911526027644634, 'correct_prob': 0.0008543031472036102, 'correct_prob_per_token': 0.017880145378960547, 'correct_prob_per_char': 0.41433494664308135, 'margin': -0.0015420346996514178, 'margin_per_token': -0.0166193203129373, 'margin_per_char': -0.07097177515852762, 'total_prob': 0.0037621470466429243, 'total_prob_per_token': 0.0736265478345559, 'total_prob_per_char': 1.662165980760842, 'uncond_correct_prob': 4.003047476428793e-05, 'uncond_correct_prob_per_token': 0.004605601810376556, 'uncond_correct_prob_per_char': 0.30610516091714657, 'uncond_total_prob': 0.00017638691445852486, 'norm_correct_prob': 0.34696346100146286, 'norm_correct_prob_per_token': 0.24471355249841767, 'norm_correct_prob_per_char': 0.24999759040454078, 'primary_metric': 0.35454545454545455}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.2454545454545454, 'predicted_index_per_token': 1.4727272727272727, 'predicted_index_per_char': 1.5454545454545454, 'predicted_index_per_byte': 1.5818181818181818, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.34545454545454546, 'acc_per_token': 0.20909090909090908, 'acc_per_char': 0.2, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.21818181818181817, 'no_answer': 0.0, 'sum_logits_corr': -18.83845177563754, 'logits_per_token_corr': -5.920122911813062, 'logits_per_char_corr': -0.9859021742565414, 'logits_per_byte_corr': 1.4223561776025804, 'correct_prob': 0.0005906308457844005, 'correct_prob_per_token': 0.015666340391002936, 'correct_prob_per_char': 0.40324511053900985, 'margin': -0.0004633484131581547, 'margin_per_token': -0.01660055198673124, 'margin_per_char': -0.07429639667029464, 'total_prob': 0.0023204460200571733, 'total_prob_per_token': 0.06762800953600387, 'total_prob_per_char': 1.6341738618514055, 'uncond_correct_prob': 1.9266694456504443e-05, 'uncond_correct_prob_per_token': 0.005108594347952752, 'uncond_correct_prob_per_char': 0.3064576906459158, 'uncond_total_prob': 7.95703823421995e-05, 'norm_correct_prob': 0.33383808159147804, 'norm_correct_prob_per_token': 0.24280409658231675, 'norm_correct_prob_per_char': 0.24791565196447357, 'primary_metric': 0.34545454545454546}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.1363636363636365, 'predicted_index_per_token': 1.518181818181818, 'predicted_index_per_char': 1.4272727272727272, 'predicted_index_per_byte': 1.4272727272727272, 'predicted_index_uncond': 1.6181818181818182, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.4090909090909091, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.3181818181818182, 'acc_per_byte': 0.3181818181818182, 'acc_uncond': 0.32727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -18.42786856998097, 'logits_per_token_corr': -5.88359351461067, 'logits_per_char_corr': -0.9839836623339016, 'bits_per_byte_corr': 1.4195883499659, 'correct_prob': 0.00039521942697932607, 'correct_prob_per_token': 0.016181070758535955, 'correct_prob_per_char': 0.40916398475569393, 'margin': -0.0004913885897568011, 'margin_per_token': -0.018200581495545997, 'margin_per_char': -0.06207369240636127, 'total_prob': 0.0016068618245951181, 'total_prob_per_token': 0.06989959630075784, 'total_prob_per_char': 1.6273657450215688, 'uncond_correct_prob': 6.679566190871338e-06, 'uncond_correct_prob_per_token': 0.0051680192695727325, 'uncond_correct_prob_per_char': 0.30364452640409534, 'uncond_total_prob': 3.590168212907861e-05, 'norm_correct_prob': 0.3815732911767944, 'norm_correct_prob_per_token': 0.26729940287685156, 'norm_correct_prob_per_char': 0.2537036930986867, 'primary_metric': 0.4090909090909091}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.2, 'predicted_index_per_token': 1.481818181818182, 'predicted_index_per_char': 1.3454545454545455, 'predicted_index_per_byte': 1.3454545454545455, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.39090909090909093, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.24545454545454545, 'acc_per_byte': 0.24545454545454545, 'acc_uncond': 0.24545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -18.36964595968073, 'logits_per_token_corr': -5.71416498904883, 'logits_per_char_corr': -0.9524865001475696, 'bits_per_byte_corr': 1.3741475502775715, 'correct_prob': 0.001209105191825357, 'correct_prob_per_token': 0.019478439506569092, 'correct_prob_per_char': 0.4184401924541439, 'margin': -0.001743416963328433, 'margin_per_token': -0.01710579040985129, 'margin_per_char': -0.06753807757146954, 'total_prob': 0.004797683639878309, 'total_prob_per_token': 0.07831395521633121, 'total_prob_per_char': 1.6748346340604876, 'uncond_correct_prob': 2.5296372666917033e-05, 'uncond_correct_prob_per_token': 0.00452531117113752, 'uncond_correct_prob_per_char': 0.30208294497356986, 'uncond_total_prob': 0.00012625826785738576, 'norm_correct_prob': 0.3518538679078063, 'norm_correct_prob_per_token': 0.24911835687009523, 'norm_correct_prob_per_char': 0.25019582310251837, 'primary_metric': 0.39090909090909093}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.209090909090909, 'predicted_index_per_token': 1.481818181818182, 'predicted_index_per_char': 1.4454545454545455, 'predicted_index_per_byte': 1.5636363636363637, 'predicted_index_uncond': 1.6818181818181819, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.36363636363636365, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.21818181818181817, 'acc_per_byte': 0.23636363636363636, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -18.598131197149105, 'logits_per_token_corr': -5.810243219816372, 'logits_per_char_corr': -0.970061562277212, 'logits_per_byte_corr': 1.3995030052553392, 'correct_prob': 0.000785591767834563, 'correct_prob_per_token': 0.016704714234062133, 'correct_prob_per_char': 0.40942910543600175, 'margin': -0.000529920348053391, 'margin_per_token': -0.016410302427251423, 'margin_per_char': -0.0713970875742197, 'total_prob': 0.0029537094091082994, 'total_prob_per_token': 0.0702371049479699, 'total_prob_per_char': 1.6522707432332318, 'uncond_correct_prob': 2.3032412819707606e-05, 'uncond_correct_prob_per_token': 0.005321486413114062, 'uncond_correct_prob_per_char': 0.30586356350966537, 'uncond_total_prob': 0.00010421700478874627, 'norm_correct_prob': 0.3451285483686254, 'norm_correct_prob_per_token': 0.24655885316221146, 'norm_correct_prob_per_char': 0.24845319779101213, 'primary_metric': 0.36363636363636365}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.2272727272727273, 'predicted_index_per_token': 1.5545454545454545, 'predicted_index_per_char': 1.4454545454545455, 'predicted_index_per_byte': 1.4454545454545455, 'predicted_index_uncond': 1.7, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.4090909090909091, 'acc_per_token': 0.2818181818181818, 'acc_per_char': 0.2909090909090909, 'acc_per_byte': 0.2909090909090909, 'acc_uncond': 0.3181818181818182, 'no_answer': 0.0, 'sum_logits_corr': -18.222581533952194, 'logits_per_token_corr': -5.779900098974777, 'logits_per_char_corr': -0.9671702430550124, 'bits_per_byte_corr': 1.3953317133518421, 'correct_prob': 0.0005549141600565548, 'correct_prob_per_token': 0.017086457169498307, 'correct_prob_per_char': 0.41537638441289604, 'margin': -0.0005205962401423329, 'margin_per_token': -0.019172085647062697, 'margin_per_char': -0.06411788553646594, 'total_prob': 0.0021592762952537207, 'total_prob_per_token': 0.07484660131071771, 'total_prob_per_char': 1.6554155596037652, 'uncond_correct_prob': 9.579813366465081e-06, 'uncond_correct_prob_per_token': 0.005333538423024758, 'uncond_correct_prob_per_char': 0.30757871632200806, 'uncond_total_prob': 5.044760550286997e-05, 'norm_correct_prob': 0.37904909738307213, 'norm_correct_prob_per_token': 0.26552220823896666, 'norm_correct_prob_per_char': 0.2524689860319009, 'primary_metric': 0.4090909090909091}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.2, 'predicted_index_per_token': 1.4636363636363636, 'predicted_index_per_char': 1.2636363636363637, 'predicted_index_per_byte': 1.2636363636363637, 'predicted_index_uncond': 1.6454545454545455, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.39090909090909093, 'acc_per_token': 0.2636363636363636, 'acc_per_char': 0.24545454545454545, 'acc_per_byte': 0.24545454545454545, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -18.031246757507326, 'logits_per_token_corr': -5.625361603772256, 'logits_per_char_corr': -0.9384165223904362, 'bits_per_byte_corr': 1.3538488631419219, 'correct_prob': 0.0010628744759269677, 'correct_prob_per_token': 0.019831085256681712, 'correct_prob_per_char': 0.42317448524070056, 'margin': -0.002045785898815246, 'margin_per_token': -0.01875590161906586, 'margin_per_char': -0.07105337414688816, 'total_prob': 0.004840708866582449, 'total_prob_per_token': 0.08196596233693741, 'total_prob_per_char': 1.6935633156250733, 'uncond_correct_prob': 1.752462506604764e-05, 'uncond_correct_prob_per_token': 0.0046803540448141735, 'uncond_correct_prob_per_char': 0.30451116065421585, 'uncond_total_prob': 8.338076991646509e-05, 'norm_correct_prob': 0.3541683681832545, 'norm_correct_prob_per_token': 0.24984250621813378, 'norm_correct_prob_per_char': 0.25056667098177926, 'primary_metric': 0.39090909090909093}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.1545454545454545, 'predicted_index_per_token': 1.3727272727272728, 'predicted_index_per_char': 1.3818181818181818, 'predicted_index_per_byte': 1.6090909090909091, 'predicted_index_uncond': 1.6272727272727272, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.38181818181818183, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.21818181818181817, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.21818181818181817, 'no_answer': 0.0, 'sum_logits_corr': -18.38368043682792, 'logits_per_token_corr': -5.765337834430162, 'logits_per_char_corr': -0.9628380062008836, 'logits_per_byte_corr': 1.3890816167264293, 'correct_prob': 0.0008579403924069616, 'correct_prob_per_token': 0.017811357441622388, 'correct_prob_per_char': 0.41334762224131155, 'margin': -0.0006056242310755436, 'margin_per_token': -0.017375739641603872, 'margin_per_char': -0.0755333810001768, 'total_prob': 0.0033219566909526432, 'total_prob_per_token': 0.07554781817365756, 'total_prob_per_char': 1.6744552421118095, 'uncond_correct_prob': 1.939340425478643e-05, 'uncond_correct_prob_per_token': 0.0053966969443886275, 'uncond_correct_prob_per_char': 0.30708391378034483, 'uncond_total_prob': 8.563752409118856e-05, 'norm_correct_prob': 0.34025298582294095, 'norm_correct_prob_per_token': 0.2424110125138854, 'norm_correct_prob_per_char': 0.2474434426047698, 'primary_metric': 0.38181818181818183}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.190909090909091, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.4545454545454546, 'predicted_index_per_byte': 1.4545454545454546, 'predicted_index_uncond': 1.7, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.4090909090909091, 'acc_per_token': 0.3, 'acc_per_char': 0.3090909090909091, 'acc_per_byte': 0.3090909090909091, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -18.198431292447175, 'logits_per_token_corr': -5.815168887433188, 'logits_per_char_corr': -0.9730503782140798, 'bits_per_byte_corr': 1.4038149551855916, 'correct_prob': 0.00045331192470837175, 'correct_prob_per_token': 0.017227598926255416, 'correct_prob_per_char': 0.4139501556546052, 'margin': -0.0005168758440540696, 'margin_per_token': -0.01907535556017693, 'margin_per_char': -0.06500495925453817, 'total_prob': 0.0018754319339777357, 'total_prob_per_token': 0.07504380966783894, 'total_prob_per_char': 1.6520790889426498, 'uncond_correct_prob': 7.47347960256149e-06, 'uncond_correct_prob_per_token': 0.005349245435480052, 'uncond_correct_prob_per_char': 0.3075175096908048, 'uncond_total_prob': 4.0511310982921495e-05, 'norm_correct_prob': 0.37428723030085703, 'norm_correct_prob_per_token': 0.2655623365356163, 'norm_correct_prob_per_char': 0.25215079082227343, 'primary_metric': 0.4090909090909091}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.209090909090909, 'predicted_index_per_token': 1.4727272727272727, 'predicted_index_per_char': 1.2636363636363637, 'predicted_index_per_byte': 1.2636363636363637, 'predicted_index_uncond': 1.6545454545454545, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.38181818181818183, 'acc_per_token': 0.2818181818181818, 'acc_per_char': 0.2545454545454545, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -17.90847966887734, 'logits_per_token_corr': -5.5753415857661865, 'logits_per_char_corr': -0.9307891895149245, 'bits_per_byte_corr': 1.342844947827204, 'correct_prob': 0.0011443459682419178, 'correct_prob_per_token': 0.02073084885628549, 'correct_prob_per_char': 0.42630435724971266, 'margin': -0.0017507274445322722, 'margin_per_token': -0.018062651173457987, 'margin_per_char': -0.06947515764829658, 'total_prob': 0.004710429032256252, 'total_prob_per_token': 0.08362132630448361, 'total_prob_per_char': 1.702848589454124, 'uncond_correct_prob': 1.575066958700323e-05, 'uncond_correct_prob_per_token': 0.004748255881353843, 'uncond_correct_prob_per_char': 0.30552193863502547, 'uncond_total_prob': 8.037824479999464e-05, 'norm_correct_prob': 0.357884614437098, 'norm_correct_prob_per_token': 0.2523331972972917, 'norm_correct_prob_per_char': 0.25098699001985164, 'primary_metric': 0.38181818181818183}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.2272727272727273, 'predicted_index_per_token': 1.4272727272727272, 'predicted_index_per_char': 1.490909090909091, 'predicted_index_per_byte': 1.5727272727272728, 'predicted_index_uncond': 1.6272727272727272, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.38181818181818183, 'acc_per_token': 0.22727272727272727, 'acc_per_char': 0.21818181818181817, 'acc_per_byte': 0.24545454545454545, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -18.31509969884699, 'logits_per_token_corr': -5.745069759955851, 'logits_per_char_corr': -0.9587584504077645, 'logits_per_byte_corr': 1.3831960618146626, 'correct_prob': 0.0010144192769916598, 'correct_prob_per_token': 0.018271726935916745, 'correct_prob_per_char': 0.4150455442544714, 'margin': -0.000718070325618835, 'margin_per_token': -0.017927097899315174, 'margin_per_char': -0.07441160219007484, 'total_prob': 0.003829226884565448, 'total_prob_per_token': 0.07768782609063819, 'total_prob_per_char': 1.6782389117751444, 'uncond_correct_prob': 1.672954621991284e-05, 'uncond_correct_prob_per_token': 0.005416854017775976, 'uncond_correct_prob_per_char': 0.30644560366756435, 'uncond_total_prob': 7.642944353644539e-05, 'norm_correct_prob': 0.3401355195783616, 'norm_correct_prob_per_token': 0.2446884469691855, 'norm_correct_prob_per_char': 0.24806438935159947, 'primary_metric': 0.38181818181818183}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.209090909090909, 'predicted_index_per_token': 1.5727272727272728, 'predicted_index_per_char': 1.4090909090909092, 'predicted_index_per_byte': 1.4090909090909092, 'predicted_index_uncond': 1.6818181818181819, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.4090909090909091, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.3, 'acc_per_byte': 0.3, 'acc_uncond': 0.3181818181818182, 'no_answer': 0.0, 'sum_logits_corr': -18.22928813154047, 'logits_per_token_corr': -5.824622237072609, 'logits_per_char_corr': -0.9737729077637521, 'bits_per_byte_corr': 1.4048573449838007, 'correct_prob': 0.0004768419829536344, 'correct_prob_per_token': 0.017129516310459385, 'correct_prob_per_char': 0.4133818207779564, 'margin': -0.00046442619480084965, 'margin_per_token': -0.01864759152043042, 'margin_per_char': -0.064210750729513, 'total_prob': 0.0018441620460396503, 'total_prob_per_token': 0.0740987218370582, 'total_prob_per_char': 1.648559311445418, 'uncond_correct_prob': 9.056429896000431e-06, 'uncond_correct_prob_per_token': 0.005391971354412555, 'uncond_correct_prob_per_char': 0.307735668726669, 'uncond_total_prob': 4.8300302280589037e-05, 'norm_correct_prob': 0.37820494321975434, 'norm_correct_prob_per_token': 0.2648148031565556, 'norm_correct_prob_per_char': 0.25240692537654524, 'primary_metric': 0.4090909090909091}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.2363636363636363, 'predicted_index_per_token': 1.481818181818182, 'predicted_index_per_char': 1.2727272727272727, 'predicted_index_per_byte': 1.2727272727272727, 'predicted_index_uncond': 1.6818181818181819, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.4, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.2545454545454545, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -17.826010487296365, 'logits_per_token_corr': -5.545331025882181, 'logits_per_char_corr': -0.9260723964824973, 'bits_per_byte_corr': 1.3360400539104165, 'correct_prob': 0.001192949269109419, 'correct_prob_per_token': 0.021048018267431197, 'correct_prob_per_char': 0.42810442808020666, 'margin': -0.001952199482717538, 'margin_per_token': -0.018775726317114803, 'margin_per_char': -0.06964160638508379, 'total_prob': 0.005090843880874813, 'total_prob_per_token': 0.08574734687743232, 'total_prob_per_char': 1.7112741874850983, 'uncond_correct_prob': 1.7282829735687694e-05, 'uncond_correct_prob_per_token': 0.004762106931059746, 'uncond_correct_prob_per_char': 0.30455252405010574, 'uncond_total_prob': 8.712122513858273e-05, 'norm_correct_prob': 0.3579610594757708, 'norm_correct_prob_per_token': 0.2519521580327787, 'norm_correct_prob_per_char': 0.25078983737463983, 'primary_metric': 0.4}
|
90M
|
FineWeb-Pro
|
mmlu_public_relations
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.2363636363636363, 'predicted_index_per_token': 1.4363636363636363, 'predicted_index_per_char': 1.518181818181818, 'predicted_index_per_byte': 1.5636363636363637, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.4454545454545455, 'acc_raw': 0.39090909090909093, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.21818181818181817, 'acc_per_byte': 0.24545454545454545, 'acc_uncond': 0.22727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -18.307649770649995, 'logits_per_token_corr': -5.725308748271413, 'logits_per_char_corr': -0.9575049017514528, 'logits_per_byte_corr': 1.3813875733846877, 'correct_prob': 0.0010357947335334378, 'correct_prob_per_token': 0.018377321228383654, 'correct_prob_per_char': 0.41586632885971664, 'margin': -0.0006572814270437091, 'margin_per_token': -0.01828091990755563, 'margin_per_char': -0.07488198049899365, 'total_prob': 0.003787984653744465, 'total_prob_per_token': 0.07809583384965696, 'total_prob_per_char': 1.6817091256815586, 'uncond_correct_prob': 1.7787435213921787e-05, 'uncond_correct_prob_per_token': 0.005344863059648614, 'uncond_correct_prob_per_char': 0.3048713625548325, 'uncond_total_prob': 8.255542623594022e-05, 'norm_correct_prob': 0.3409774647602141, 'norm_correct_prob_per_token': 0.24580838551601378, 'norm_correct_prob_per_char': 0.24792746922279593, 'primary_metric': 0.39090909090909093}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.763265306122449, 'predicted_index_per_token': 1.4244897959183673, 'predicted_index_per_char': 1.510204081632653, 'predicted_index_per_byte': 1.510204081632653, 'predicted_index_uncond': 1.420408163265306, 'correct_choice': 1.853061224489796, 'acc_raw': 0.32653061224489793, 'acc_per_token': 0.2571428571428571, 'acc_per_char': 0.18775510204081633, 'acc_per_byte': 0.18775510204081633, 'acc_uncond': 0.2530612244897959, 'no_answer': 0.0, 'sum_logits_corr': -332.1300484326421, 'logits_per_token_corr': -10.926853828240803, 'logits_per_char_corr': -2.0814651824156445, 'bits_per_byte_corr': 3.0029194964562493, 'correct_prob': 8.10928603242758e-08, 'correct_prob_per_token': 1.802828043001401e-05, 'correct_prob_per_char': 0.13155023125764148, 'margin': -1.5232047856003594e-07, 'margin_per_token': -1.199615869604721e-06, 'margin_per_char': -0.034385075057508915, 'total_prob': 5.20885833488392e-07, 'total_prob_per_token': 7.188540502335159e-05, 'total_prob_per_char': 0.5601893084427346, 'uncond_correct_prob': 5.018982024490477e-08, 'uncond_correct_prob_per_token': 1.687369070504047e-05, 'uncond_correct_prob_per_char': 0.13012577818209103, 'uncond_total_prob': 5.254012853639982e-07, 'norm_correct_prob': 0.3193848250856343, 'norm_correct_prob_per_token': 0.2510591414255223, 'norm_correct_prob_per_char': 0.23387978874512383, 'primary_metric': 0.32653061224489793}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.836734693877551, 'predicted_index_per_token': 1.3591836734693878, 'predicted_index_per_char': 1.5387755102040817, 'predicted_index_per_byte': 1.5387755102040817, 'predicted_index_uncond': 1.4489795918367347, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3306122448979592, 'acc_per_token': 0.22040816326530613, 'acc_per_char': 0.1836734693877551, 'acc_per_byte': 0.1836734693877551, 'acc_uncond': 0.24489795918367346, 'no_answer': 0.0, 'sum_logits_corr': -334.7896866428609, 'logits_per_token_corr': -11.068952900535846, 'logits_per_char_corr': -2.1107669541724303, 'bits_per_byte_corr': 3.0451930172590544, 'correct_prob': 3.893741627219845e-08, 'correct_prob_per_token': 1.5749261054011193e-05, 'correct_prob_per_char': 0.12851733843593663, 'margin': -2.0583919687565085e-07, 'margin_per_token': -1.8071099266541197e-06, 'margin_per_char': -0.034754287220770945, 'total_prob': 4.00019376705607e-07, 'total_prob_per_token': 6.461744498445435e-05, 'total_prob_per_char': 0.5500552552527549, 'uncond_correct_prob': 6.04982098559755e-08, 'uncond_correct_prob_per_token': 1.6763191458640007e-05, 'uncond_correct_prob_per_char': 0.1298984723295047, 'uncond_total_prob': 6.543534353976519e-07, 'norm_correct_prob': 0.31642542007253455, 'norm_correct_prob_per_token': 0.24347858099379185, 'norm_correct_prob_per_char': 0.2324855093968094, 'primary_metric': 0.3306122448979592}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.7959183673469388, 'predicted_index_per_token': 1.3918367346938776, 'predicted_index_per_char': 1.4816326530612245, 'predicted_index_per_byte': 1.7306122448979593, 'predicted_index_uncond': 1.3959183673469389, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.17959183673469387, 'acc_per_char': 0.20408163265306123, 'acc_per_byte': 0.3836734693877551, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -331.3154482588476, 'logits_per_token_corr': -10.909384981644182, 'logits_per_char_corr': -2.0790610457597243, 'logits_per_byte_corr': 2.999451060425131, 'correct_prob': 8.70243870871265e-08, 'correct_prob_per_token': 1.8396440870547024e-05, 'correct_prob_per_char': 0.1320991732780326, 'margin': -1.1984391183420185e-07, 'margin_per_token': -2.4319630544174748e-06, 'margin_per_char': -0.03573405526020854, 'total_prob': 5.000971565215326e-07, 'total_prob_per_token': 7.605161457401395e-05, 'total_prob_per_char': 0.565925179813713, 'uncond_correct_prob': 1.2864117890697104e-07, 'uncond_correct_prob_per_token': 1.9857547653821672e-05, 'uncond_correct_prob_per_char': 0.13354971347239122, 'uncond_total_prob': 5.849585287069204e-07, 'norm_correct_prob': 0.3171012645758618, 'norm_correct_prob_per_token': 0.2423058981457925, 'norm_correct_prob_per_char': 0.23266206446242035, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.2979591836734694, 'predicted_index_per_char': 1.3959183673469389, 'predicted_index_per_byte': 1.3959183673469389, 'predicted_index_uncond': 1.4489795918367347, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.24081632653061225, 'acc_per_char': 0.20816326530612245, 'acc_per_byte': 0.20816326530612245, 'acc_uncond': 0.22857142857142856, 'no_answer': 0.0, 'sum_logits_corr': -121.47734802791051, 'logits_per_token_corr': -4.2583586906319635, 'logits_per_char_corr': -0.8144217703112603, 'bits_per_byte_corr': 1.1749622492209097, 'correct_prob': 2.5446619014046147e-06, 'correct_prob_per_token': 0.019308141652559053, 'correct_prob_per_char': 0.4543885552211553, 'margin': -6.712423782244605e-07, 'margin_per_token': -0.009365957652761452, 'margin_per_char': -0.06274486685710337, 'total_prob': 6.21788352051651e-06, 'total_prob_per_token': 0.0793638539967938, 'total_prob_per_char': 1.8850883444100657, 'uncond_correct_prob': 2.2509762601534976e-07, 'uncond_correct_prob_per_token': 0.011763250454641876, 'uncond_correct_prob_per_char': 0.4188688079809919, 'uncond_total_prob': 1.0238904365407682e-06, 'norm_correct_prob': 0.31500783292206036, 'norm_correct_prob_per_token': 0.2439795164611332, 'norm_correct_prob_per_char': 0.2414573694728034, 'primary_metric': 0.3224489795918367}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.7673469387755103, 'predicted_index_per_token': 1.2897959183673469, 'predicted_index_per_char': 1.3591836734693878, 'predicted_index_per_byte': 1.3591836734693878, 'predicted_index_uncond': 1.4775510204081632, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.2530612244897959, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.21224489795918366, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -122.0000043907944, 'logits_per_token_corr': -4.234270660870408, 'logits_per_char_corr': -0.8090353968587378, 'bits_per_byte_corr': 1.1671913549525739, 'correct_prob': 1.4092862676264582e-06, 'correct_prob_per_token': 0.01875112413099328, 'correct_prob_per_char': 0.455990933771058, 'margin': -4.3406094069938577e-07, 'margin_per_token': -0.008807733642310188, 'margin_per_char': -0.057607644428764045, 'total_prob': 3.55645992635571e-06, 'total_prob_per_token': 0.07631170817886998, 'total_prob_per_char': 1.8770309465205177, 'uncond_correct_prob': 9.307654036033848e-08, 'uncond_correct_prob_per_token': 0.011282405051632489, 'uncond_correct_prob_per_char': 0.41681215036677405, 'uncond_total_prob': 5.996086307450244e-07, 'norm_correct_prob': 0.31790512739364635, 'norm_correct_prob_per_token': 0.2502812895267755, 'norm_correct_prob_per_char': 0.24333324556662908, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.7183673469387755, 'predicted_index_per_token': 1.2530612244897958, 'predicted_index_per_char': 1.3591836734693878, 'predicted_index_per_byte': 1.836734693877551, 'predicted_index_uncond': 1.453061224489796, 'correct_choice': 1.853061224489796, 'acc_raw': 0.32653061224489793, 'acc_per_token': 0.2163265306122449, 'acc_per_char': 0.2, 'acc_per_byte': 0.32653061224489793, 'acc_uncond': 0.22040816326530613, 'no_answer': 0.0, 'sum_logits_corr': -121.90957460208816, 'logits_per_token_corr': -4.225599910307327, 'logits_per_char_corr': -0.8064976763668726, 'logits_per_byte_corr': 1.1635301981837955, 'correct_prob': 9.85756170950336e-07, 'correct_prob_per_token': 0.01886346678498675, 'correct_prob_per_char': 0.4561069984916793, 'margin': -1.8741190573786322e-06, 'margin_per_token': -0.00895961187581923, 'margin_per_char': -0.0581486637672799, 'total_prob': 4.084514480455346e-06, 'total_prob_per_token': 0.07674969169017942, 'total_prob_per_char': 1.877915643494641, 'uncond_correct_prob': 6.707936171520761e-08, 'uncond_correct_prob_per_token': 0.013133778224697584, 'uncond_correct_prob_per_char': 0.42930210909274935, 'uncond_total_prob': 3.2293024512967284e-07, 'norm_correct_prob': 0.3190872895373502, 'norm_correct_prob_per_token': 0.24997191975562064, 'norm_correct_prob_per_char': 0.24353419488545855, 'primary_metric': 0.32653061224489793}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.7183673469387755, 'predicted_index_per_token': 1.3020408163265307, 'predicted_index_per_char': 1.383673469387755, 'predicted_index_per_byte': 1.383673469387755, 'predicted_index_uncond': 1.3755102040816327, 'correct_choice': 1.853061224489796, 'acc_raw': 0.32653061224489793, 'acc_per_token': 0.23265306122448978, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.21224489795918366, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -114.60989810398647, 'logits_per_token_corr': -3.9876438843415905, 'logits_per_char_corr': -0.7613193249307857, 'bits_per_byte_corr': 1.0983516146113668, 'correct_prob': 2.736254069959118e-06, 'correct_prob_per_token': 0.023843713013226037, 'correct_prob_per_char': 0.47682133910038316, 'margin': -6.383152784659645e-06, 'margin_per_token': -0.010677433951766303, 'margin_per_char': -0.05860375521208093, 'total_prob': 1.413341682554223e-05, 'total_prob_per_token': 0.09614205235229141, 'total_prob_per_char': 1.9578780197566008, 'uncond_correct_prob': 6.483765962027911e-08, 'uncond_correct_prob_per_token': 0.014859420780474933, 'uncond_correct_prob_per_char': 0.4381255609225385, 'uncond_total_prob': 4.582889430713859e-07, 'norm_correct_prob': 0.3233543447483255, 'norm_correct_prob_per_token': 0.25275532266733625, 'norm_correct_prob_per_char': 0.24396016452004085, 'primary_metric': 0.32653061224489793}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.7142857142857142, 'predicted_index_per_token': 1.2816326530612245, 'predicted_index_per_char': 1.420408163265306, 'predicted_index_per_byte': 1.420408163265306, 'predicted_index_uncond': 1.2857142857142858, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.24081632653061225, 'acc_per_char': 0.22857142857142856, 'acc_per_byte': 0.22857142857142856, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -115.35784280348797, 'logits_per_token_corr': -4.070731128597753, 'logits_per_char_corr': -0.7797525914411777, 'bits_per_byte_corr': 1.1249451967933135, 'correct_prob': 9.648468627665312e-07, 'correct_prob_per_token': 0.02271427373009502, 'correct_prob_per_char': 0.47025505929072814, 'margin': -2.00092216817225e-06, 'margin_per_token': -0.010913910627754798, 'margin_per_char': -0.06164447719510032, 'total_prob': 4.462685256385238e-06, 'total_prob_per_token': 0.09303045682472011, 'total_prob_per_char': 1.942229487321402, 'uncond_correct_prob': 6.315009757078017e-08, 'uncond_correct_prob_per_token': 0.013912721388719901, 'uncond_correct_prob_per_char': 0.4306771676482291, 'uncond_total_prob': 2.7380358412727534e-07, 'norm_correct_prob': 0.31067725775353516, 'norm_correct_prob_per_token': 0.24613931048652238, 'norm_correct_prob_per_char': 0.2422657456201206, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.7755102040816326, 'predicted_index_per_token': 1.310204081632653, 'predicted_index_per_char': 1.3428571428571427, 'predicted_index_per_byte': 1.816326530612245, 'predicted_index_uncond': 1.4, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.23265306122448978, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.3183673469387755, 'acc_uncond': 0.24489795918367346, 'no_answer': 0.0, 'sum_logits_corr': -114.6969108581543, 'logits_per_token_corr': -3.9781026513089626, 'logits_per_char_corr': -0.7581681272442264, 'logits_per_byte_corr': 1.0938053973361037, 'correct_prob': 1.480524749943209e-06, 'correct_prob_per_token': 0.024007588910492376, 'correct_prob_per_char': 0.4777884051692656, 'margin': -2.6574193887972204e-06, 'margin_per_token': -0.010774929662948702, 'margin_per_char': -0.05756486303494378, 'total_prob': 6.7560622424103235e-06, 'total_prob_per_token': 0.09701863969127592, 'total_prob_per_char': 1.9619027272807874, 'uncond_correct_prob': 8.553012032462324e-08, 'uncond_correct_prob_per_token': 0.014337687551286133, 'uncond_correct_prob_per_char': 0.43491111115426173, 'uncond_total_prob': 7.644565455099184e-07, 'norm_correct_prob': 0.31518439588321157, 'norm_correct_prob_per_token': 0.25248880676413477, 'norm_correct_prob_per_char': 0.2440650776076523, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.7755102040816326, 'predicted_index_per_token': 1.236734693877551, 'predicted_index_per_char': 1.3877551020408163, 'predicted_index_per_byte': 1.3877551020408163, 'predicted_index_uncond': 1.436734693877551, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.24081632653061225, 'acc_per_char': 0.20408163265306123, 'acc_per_byte': 0.20408163265306123, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -111.5874205102726, 'logits_per_token_corr': -3.923496944016711, 'logits_per_char_corr': -0.7515647041361071, 'bits_per_byte_corr': 1.0842786715651216, 'correct_prob': 1.3207274439240774e-06, 'correct_prob_per_token': 0.026363794210112288, 'correct_prob_per_char': 0.4833430268460731, 'margin': -1.0497424274623153e-05, 'margin_per_token': -0.011490300982163446, 'margin_per_char': -0.060324009027284665, 'total_prob': 1.434098140203744e-05, 'total_prob_per_token': 0.10533570573258734, 'total_prob_per_char': 1.9859832845887926, 'uncond_correct_prob': 8.872197838494276e-08, 'uncond_correct_prob_per_token': 0.016129082150142138, 'uncond_correct_prob_per_char': 0.4438969824940977, 'uncond_total_prob': 5.809223151628226e-07, 'norm_correct_prob': 0.3162316621977122, 'norm_correct_prob_per_token': 0.25225610209343485, 'norm_correct_prob_per_char': 0.2435285290128469, 'primary_metric': 0.3224489795918367}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.7591836734693878, 'predicted_index_per_token': 1.2938775510204081, 'predicted_index_per_char': 1.3224489795918368, 'predicted_index_per_byte': 1.3224489795918368, 'predicted_index_uncond': 1.2979591836734694, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.2612244897959184, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.20816326530612245, 'no_answer': 0.0, 'sum_logits_corr': -111.85410071781703, 'logits_per_token_corr': -3.9228578874398456, 'logits_per_char_corr': -0.7495158579774981, 'bits_per_byte_corr': 1.08132281137255, 'correct_prob': 1.4637590343117716e-06, 'correct_prob_per_token': 0.025748536928747776, 'correct_prob_per_char': 0.4832357415667375, 'margin': -1.0315225899736988e-06, 'margin_per_token': -0.011264983526292786, 'margin_per_char': -0.05800476221200899, 'total_prob': 4.411170508272177e-06, 'total_prob_per_token': 0.10320768558630221, 'total_prob_per_char': 1.9818622601511027, 'uncond_correct_prob': 9.729498121938496e-08, 'uncond_correct_prob_per_token': 0.01592349902205092, 'uncond_correct_prob_per_char': 0.44294321701421324, 'uncond_total_prob': 3.228940287216442e-07, 'norm_correct_prob': 0.3212142357727548, 'norm_correct_prob_per_token': 0.2527265433897727, 'norm_correct_prob_per_char': 0.24416532744453706, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.3224489795918368, 'predicted_index_per_char': 1.310204081632653, 'predicted_index_per_byte': 1.7877551020408162, 'predicted_index_uncond': 1.3020408163265307, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.27755102040816326, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.3306122448979592, 'acc_uncond': 0.22040816326530613, 'no_answer': 0.0, 'sum_logits_corr': -111.85162524009237, 'logits_per_token_corr': -3.8688905736389687, 'logits_per_char_corr': -0.737232918908434, 'logits_per_byte_corr': 1.0636022760900572, 'correct_prob': 2.0732773432298816e-06, 'correct_prob_per_token': 0.02633070727078805, 'correct_prob_per_char': 0.4869454362442873, 'margin': -1.7290509027752394e-06, 'margin_per_token': -0.011003027057156374, 'margin_per_char': -0.05573629121786446, 'total_prob': 8.042025409346407e-06, 'total_prob_per_token': 0.10432722110865714, 'total_prob_per_char': 1.9900806032247196, 'uncond_correct_prob': 1.3682687328895198e-07, 'uncond_correct_prob_per_token': 0.016621634083227702, 'uncond_correct_prob_per_char': 0.44736311396257405, 'uncond_total_prob': 4.133043410119381e-07, 'norm_correct_prob': 0.31939880662966647, 'norm_correct_prob_per_token': 0.2565000486938638, 'norm_correct_prob_per_char': 0.24518162716766612, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.2938775510204081, 'predicted_index_per_char': 1.3918367346938776, 'predicted_index_per_byte': 1.3918367346938776, 'predicted_index_uncond': 1.2979591836734694, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3020408163265306, 'acc_per_token': 0.24081632653061225, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.2163265306122449, 'acc_uncond': 0.21224489795918366, 'no_answer': 0.0, 'sum_logits_corr': -109.7984312213197, 'logits_per_token_corr': -3.898365814636649, 'logits_per_char_corr': -0.7476570671360688, 'bits_per_byte_corr': 1.0786411430435683, 'correct_prob': 1.8256717903444602e-06, 'correct_prob_per_token': 0.027474711049770024, 'correct_prob_per_char': 0.4857843049760289, 'margin': -4.784613872972988e-05, 'margin_per_token': -0.013980099945891868, 'margin_per_char': -0.06772634797716062, 'total_prob': 5.4601928583820874e-05, 'total_prob_per_token': 0.11367780739941315, 'total_prob_per_char': 2.0146095324609603, 'uncond_correct_prob': 9.886774146394649e-08, 'uncond_correct_prob_per_token': 0.017049632292946332, 'uncond_correct_prob_per_char': 0.448631318394579, 'uncond_total_prob': 4.6218730486762453e-07, 'norm_correct_prob': 0.2996954123801232, 'norm_correct_prob_per_token': 0.2420652352814579, 'norm_correct_prob_per_char': 0.24090211169614267, 'primary_metric': 0.3020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.7061224489795919, 'predicted_index_per_token': 1.273469387755102, 'predicted_index_per_char': 1.3020408163265307, 'predicted_index_per_byte': 1.3020408163265307, 'predicted_index_uncond': 1.383673469387755, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.24489795918367346, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -110.13352596905767, 'logits_per_token_corr': -3.93713392814849, 'logits_per_char_corr': -0.7560340764973719, 'bits_per_byte_corr': 1.0907266129066093, 'correct_prob': 7.082124341592127e-07, 'correct_prob_per_token': 0.026562248188930115, 'correct_prob_per_char': 0.4826154907650192, 'margin': -1.675897322841104e-05, 'margin_per_token': -0.013874763457413434, 'margin_per_char': -0.06699057854074189, 'total_prob': 1.8843185192355184e-05, 'total_prob_per_token': 0.11061197732702055, 'total_prob_per_char': 2.003966239842983, 'uncond_correct_prob': 7.617304822767586e-08, 'uncond_correct_prob_per_token': 0.015748769102680384, 'uncond_correct_prob_per_char': 0.43923068538733684, 'uncond_total_prob': 2.73548475183173e-07, 'norm_correct_prob': 0.30606369388213767, 'norm_correct_prob_per_token': 0.24261897713211716, 'norm_correct_prob_per_char': 0.24085322440113155, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.763265306122449, 'predicted_index_per_token': 1.3306122448979592, 'predicted_index_per_char': 1.383673469387755, 'predicted_index_per_byte': 1.8244897959183672, 'predicted_index_uncond': 1.4122448979591837, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.27346938775510204, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.3183673469387755, 'acc_uncond': 0.22040816326530613, 'no_answer': 0.0, 'sum_logits_corr': -109.75521482350875, 'logits_per_token_corr': -3.892097440499143, 'logits_per_char_corr': -0.7447143388069684, 'logits_per_byte_corr': 1.0743956834764883, 'correct_prob': 1.9208527081964673e-06, 'correct_prob_per_token': 0.027427210846096416, 'correct_prob_per_char': 0.4864012834688606, 'margin': -1.5198035369331444e-07, 'margin_per_token': -0.012059927112343266, 'margin_per_char': -0.06112937860182511, 'total_prob': 4.91698122794147e-06, 'total_prob_per_token': 0.11014166341433573, 'total_prob_per_char': 2.0005551192886255, 'uncond_correct_prob': 3.16354846887045e-07, 'uncond_correct_prob_per_token': 0.017383525452790007, 'uncond_correct_prob_per_char': 0.4510280397710279, 'uncond_total_prob': 9.707270649604992e-07, 'norm_correct_prob': 0.3220207437698666, 'norm_correct_prob_per_token': 0.2510720208909706, 'norm_correct_prob_per_char': 0.24345118130865948, 'primary_metric': 0.3224489795918367}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.7510204081632652, 'predicted_index_per_token': 1.3061224489795917, 'predicted_index_per_char': 1.3224489795918368, 'predicted_index_per_byte': 1.3224489795918368, 'predicted_index_uncond': 1.3265306122448979, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.2653061224489796, 'acc_per_char': 0.23673469387755103, 'acc_per_byte': 0.23673469387755103, 'acc_uncond': 0.2163265306122449, 'no_answer': 0.0, 'sum_logits_corr': -108.42562336435124, 'logits_per_token_corr': -3.821494981871815, 'logits_per_char_corr': -0.7316464503212933, 'bits_per_byte_corr': 1.0555427055633015, 'correct_prob': 2.511028901927777e-06, 'correct_prob_per_token': 0.029173770781489108, 'correct_prob_per_char': 0.49242748528975755, 'margin': -1.6232234903639444e-05, 'margin_per_token': -0.013213194051064569, 'margin_per_char': -0.06247617153874473, 'total_prob': 2.2669385385062793e-05, 'total_prob_per_token': 0.11724611982793649, 'total_prob_per_char': 2.025522517613375, 'uncond_correct_prob': 1.4196881344117015e-07, 'uncond_correct_prob_per_token': 0.017366309951307675, 'uncond_correct_prob_per_char': 0.4499018944608012, 'uncond_total_prob': 3.329328312013932e-07, 'norm_correct_prob': 0.3049834579602743, 'norm_correct_prob_per_token': 0.24956118275493955, 'norm_correct_prob_per_char': 0.24306556573407875, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.7346938775510203, 'predicted_index_per_token': 1.2857142857142858, 'predicted_index_per_char': 1.363265306122449, 'predicted_index_per_byte': 1.363265306122449, 'predicted_index_uncond': 1.363265306122449, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.24081632653061225, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.23265306122448978, 'no_answer': 0.0, 'sum_logits_corr': -108.86124485560826, 'logits_per_token_corr': -3.8454984192684023, 'logits_per_char_corr': -0.737524242189345, 'bits_per_byte_corr': 1.0640225667427232, 'correct_prob': 2.181276110395014e-06, 'correct_prob_per_token': 0.028555784181830274, 'correct_prob_per_char': 0.4903744517709951, 'margin': -3.087236280760005e-06, 'margin_per_token': -0.013450041804086547, 'margin_per_char': -0.06396868100639987, 'total_prob': 8.745079060996323e-06, 'total_prob_per_token': 0.11584577329810657, 'total_prob_per_char': 2.023586584535291, 'uncond_correct_prob': 5.850446108928624e-08, 'uncond_correct_prob_per_token': 0.01588616710976763, 'uncond_correct_prob_per_char': 0.4419992270548706, 'uncond_total_prob': 3.4892481811309964e-07, 'norm_correct_prob': 0.30949082076348283, 'norm_correct_prob_per_token': 0.2473473233146464, 'norm_correct_prob_per_char': 0.24235634583594526, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.7673469387755103, 'predicted_index_per_token': 1.3224489795918368, 'predicted_index_per_char': 1.3346938775510204, 'predicted_index_per_byte': 1.8571428571428572, 'predicted_index_uncond': 1.346938775510204, 'correct_choice': 1.853061224489796, 'acc_raw': 0.2979591836734694, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.3306122448979592, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -109.12321352277483, 'logits_per_token_corr': -3.8897826689361503, 'logits_per_char_corr': -0.7463116876432683, 'logits_per_byte_corr': 1.0767001707211896, 'correct_prob': 1.0541912993646357e-06, 'correct_prob_per_token': 0.027967366510550682, 'correct_prob_per_char': 0.48678806177053796, 'margin': -5.393148181137551e-06, 'margin_per_token': -0.014569448066720437, 'margin_per_char': -0.06815677324480049, 'total_prob': 8.798164117869932e-06, 'total_prob_per_token': 0.11603132169297144, 'total_prob_per_char': 2.020533944649089, 'uncond_correct_prob': 2.2604961532290603e-07, 'uncond_correct_prob_per_token': 0.017390147051293065, 'uncond_correct_prob_per_char': 0.44901808882690675, 'uncond_total_prob': 6.192121909735535e-07, 'norm_correct_prob': 0.30009381772947574, 'norm_correct_prob_per_token': 0.2418977866511144, 'norm_correct_prob_per_char': 0.24087213821015682, 'primary_metric': 0.2979591836734694}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.7510204081632652, 'predicted_index_per_token': 1.2448979591836735, 'predicted_index_per_char': 1.346938775510204, 'predicted_index_per_byte': 1.346938775510204, 'predicted_index_uncond': 1.3714285714285714, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.23265306122448978, 'no_answer': 0.0, 'sum_logits_corr': -107.89148870195662, 'logits_per_token_corr': -3.8132691936254774, 'logits_per_char_corr': -0.73032657304047, 'bits_per_byte_corr': 1.0536385251556744, 'correct_prob': 2.2616613682294438e-06, 'correct_prob_per_token': 0.029425689320800523, 'correct_prob_per_char': 0.4930867428597479, 'margin': -1.4017912640103077e-05, 'margin_per_token': -0.01496809398039555, 'margin_per_char': -0.06570216748050475, 'total_prob': 2.0580601535582568e-05, 'total_prob_per_token': 0.12077777199657173, 'total_prob_per_char': 2.036661526018813, 'uncond_correct_prob': 3.147470782714055e-07, 'uncond_correct_prob_per_token': 0.01733565960913967, 'uncond_correct_prob_per_char': 0.44669772373725647, 'uncond_total_prob': 9.447563354229756e-07, 'norm_correct_prob': 0.3092412928324959, 'norm_correct_prob_per_token': 0.2446352715499331, 'norm_correct_prob_per_char': 0.2420987863546974, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.7306122448979593, 'predicted_index_per_token': 1.3387755102040817, 'predicted_index_per_char': 1.3428571428571427, 'predicted_index_per_byte': 1.3428571428571427, 'predicted_index_uncond': 1.416326530612245, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2653061224489796, 'acc_per_char': 0.2530612244897959, 'acc_per_byte': 0.2530612244897959, 'acc_uncond': 0.2653061224489796, 'no_answer': 0.0, 'sum_logits_corr': -108.647551571593, 'logits_per_token_corr': -3.8699488500821757, 'logits_per_char_corr': -0.7431847288104017, 'bits_per_byte_corr': 1.072188922719946, 'correct_prob': 3.224710626359204e-06, 'correct_prob_per_token': 0.028555236696318032, 'correct_prob_per_char': 0.48856223834853935, 'margin': -8.41592715555394e-07, 'margin_per_token': -0.013210837889021557, 'margin_per_char': -0.06477643762857414, 'total_prob': 9.559641862667284e-06, 'total_prob_per_token': 0.1156401935790859, 'total_prob_per_char': 2.020328215342107, 'uncond_correct_prob': 1.236231118237078e-07, 'uncond_correct_prob_per_token': 0.01707353168438606, 'uncond_correct_prob_per_char': 0.4468181812606295, 'uncond_total_prob': 3.7352417313217284e-07, 'norm_correct_prob': 0.31015688168127775, 'norm_correct_prob_per_token': 0.24614793696296028, 'norm_correct_prob_per_char': 0.24184425722117392, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.7510204081632652, 'predicted_index_per_token': 1.2653061224489797, 'predicted_index_per_char': 1.3428571428571427, 'predicted_index_per_byte': 1.8857142857142857, 'predicted_index_uncond': 1.3591836734693878, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.2571428571428571, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.35918367346938773, 'acc_uncond': 0.23265306122448978, 'no_answer': 0.0, 'sum_logits_corr': -108.5052541440847, 'logits_per_token_corr': -3.871671232110268, 'logits_per_char_corr': -0.7420655363760342, 'logits_per_byte_corr': 1.070574269345083, 'correct_prob': 4.139683263666896e-06, 'correct_prob_per_token': 0.028082011532676632, 'correct_prob_per_char': 0.48865950019398496, 'margin': 2.167064976007376e-06, 'margin_per_token': -0.014274077553447881, 'margin_per_char': -0.06565858270581482, 'total_prob': 7.860043305737119e-06, 'total_prob_per_token': 0.11660908847138787, 'total_prob_per_char': 2.0209551220613093, 'uncond_correct_prob': 2.20007781558126e-07, 'uncond_correct_prob_per_token': 0.017427399841327053, 'uncond_correct_prob_per_char': 0.44857055691776354, 'uncond_total_prob': 6.979318852725357e-07, 'norm_correct_prob': 0.31363680317910936, 'norm_correct_prob_per_token': 0.24234403751186154, 'norm_correct_prob_per_char': 0.24173263901900552, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.726530612244898, 'predicted_index_per_token': 1.3224489795918368, 'predicted_index_per_char': 1.346938775510204, 'predicted_index_per_byte': 1.346938775510204, 'predicted_index_uncond': 1.3877551020408163, 'correct_choice': 1.853061224489796, 'acc_raw': 0.2979591836734694, 'acc_per_token': 0.2530612244897959, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.2163265306122449, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -107.97076453384088, 'logits_per_token_corr': -3.8594648489380328, 'logits_per_char_corr': -0.7424385604508075, 'bits_per_byte_corr': 1.0711124293278902, 'correct_prob': 3.1723376975972137e-06, 'correct_prob_per_token': 0.02894113482851059, 'correct_prob_per_char': 0.48936718667380674, 'margin': -2.2348435519919113e-05, 'margin_per_token': -0.015999343525277404, 'margin_per_char': -0.0711294377529092, 'total_prob': 3.177264402583334e-05, 'total_prob_per_token': 0.12149081391059939, 'total_prob_per_char': 2.0353961770149174, 'uncond_correct_prob': 1.1160593028949222e-07, 'uncond_correct_prob_per_token': 0.016585438971361024, 'uncond_correct_prob_per_char': 0.4443110842605644, 'uncond_total_prob': 6.082342087117603e-07, 'norm_correct_prob': 0.2996391046956972, 'norm_correct_prob_per_token': 0.23850139260160552, 'norm_correct_prob_per_char': 0.240164817069301, 'primary_metric': 0.2979591836734694}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.7673469387755103, 'predicted_index_per_token': 1.3061224489795917, 'predicted_index_per_char': 1.3020408163265307, 'predicted_index_per_byte': 1.3020408163265307, 'predicted_index_uncond': 1.4122448979591837, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.2530612244897959, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.2693877551020408, 'no_answer': 0.0, 'sum_logits_corr': -107.9789862885767, 'logits_per_token_corr': -3.835028868064607, 'logits_per_char_corr': -0.7360224071224605, 'bits_per_byte_corr': 1.061855876739494, 'correct_prob': 2.457320806756364e-06, 'correct_prob_per_token': 0.028999199906063606, 'correct_prob_per_char': 0.49105583634812866, 'margin': -2.5194239222752714e-06, 'margin_per_token': -0.013689123644636989, 'margin_per_char': -0.06453715929613033, 'total_prob': 1.0076554365699221e-05, 'total_prob_per_token': 0.11848843087953213, 'total_prob_per_char': 2.0319810711289867, 'uncond_correct_prob': 7.222961842073333e-08, 'uncond_correct_prob_per_token': 0.01663854818194619, 'uncond_correct_prob_per_char': 0.4460323922760987, 'uncond_total_prob': 3.2785279500446015e-07, 'norm_correct_prob': 0.3162629893894284, 'norm_correct_prob_per_token': 0.24402861277673252, 'norm_correct_prob_per_char': 0.2416011104543678, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.7306122448979593, 'predicted_index_per_token': 1.2816326530612245, 'predicted_index_per_char': 1.363265306122449, 'predicted_index_per_byte': 1.8285714285714285, 'predicted_index_uncond': 1.3877551020408163, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.24081632653061225, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.3510204081632653, 'acc_uncond': 0.2530612244897959, 'no_answer': 0.0, 'sum_logits_corr': -108.16341134674695, 'logits_per_token_corr': -3.8452773322871536, 'logits_per_char_corr': -0.737419038608791, 'logits_per_byte_corr': 1.063870790058774, 'correct_prob': 2.615168613133059e-06, 'correct_prob_per_token': 0.02871703935126038, 'correct_prob_per_char': 0.4902620525313965, 'margin': -3.2101378897358778e-06, 'margin_per_token': -0.01486707107542562, 'margin_per_char': -0.06654352827222745, 'total_prob': 1.2525513809279087e-05, 'total_prob_per_token': 0.11898437944356552, 'total_prob_per_char': 2.030391798660974, 'uncond_correct_prob': 1.2220352958247535e-07, 'uncond_correct_prob_per_token': 0.017336672256525743, 'uncond_correct_prob_per_char': 0.44805541242708313, 'uncond_total_prob': 4.0116458737059374e-07, 'norm_correct_prob': 0.3149079033472428, 'norm_correct_prob_per_token': 0.2416360591894237, 'norm_correct_prob_per_char': 0.24140023217210585, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.2571428571428571, 'predicted_index_per_char': 1.2816326530612245, 'predicted_index_per_byte': 1.2816326530612245, 'predicted_index_uncond': 1.4081632653061225, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.2530612244897959, 'acc_per_char': 0.22857142857142856, 'acc_per_byte': 0.22857142857142856, 'acc_uncond': 0.24081632653061225, 'no_answer': 0.0, 'sum_logits_corr': -107.42290867396764, 'logits_per_token_corr': -3.8055295019250557, 'logits_per_char_corr': -0.7304512128743076, 'bits_per_byte_corr': 1.0538183424258492, 'correct_prob': 1.4815955975001244e-06, 'correct_prob_per_token': 0.0295796917934404, 'correct_prob_per_char': 0.4937835799661684, 'margin': -2.026019224562393e-06, 'margin_per_token': -0.01545507474202139, 'margin_per_char': -0.06611187773229395, 'total_prob': 6.1372237821041465e-06, 'total_prob_per_token': 0.12239768533387768, 'total_prob_per_char': 2.0404539310068976, 'uncond_correct_prob': 1.0269135569695165e-07, 'uncond_correct_prob_per_token': 0.018595343263189363, 'uncond_correct_prob_per_char': 0.45634918908700345, 'uncond_total_prob': 3.225463428349739e-07, 'norm_correct_prob': 0.3141124617060057, 'norm_correct_prob_per_token': 0.2428232987611381, 'norm_correct_prob_per_char': 0.24200863264525418, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.7551020408163265, 'predicted_index_per_token': 1.2612244897959184, 'predicted_index_per_char': 1.3020408163265307, 'predicted_index_per_byte': 1.3020408163265307, 'predicted_index_uncond': 1.3346938775510204, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.21224489795918366, 'acc_uncond': 0.23673469387755103, 'no_answer': 0.0, 'sum_logits_corr': -107.82424659339749, 'logits_per_token_corr': -3.849847363948139, 'logits_per_char_corr': -0.7386714643374113, 'bits_per_byte_corr': 1.0656776584465375, 'correct_prob': 1.745392379572179e-06, 'correct_prob_per_token': 0.029042346946759726, 'correct_prob_per_char': 0.4904351162093711, 'margin': -1.613397177028521e-05, 'margin_per_token': -0.01398372090028561, 'margin_per_char': -0.06689273058924758, 'total_prob': 2.131074049406531e-05, 'total_prob_per_token': 0.11927749542507028, 'total_prob_per_char': 2.031296595575336, 'uncond_correct_prob': 1.5151540989833415e-07, 'uncond_correct_prob_per_token': 0.017098548184903813, 'uncond_correct_prob_per_char': 0.4474773389820497, 'uncond_total_prob': 3.9822374801847026e-07, 'norm_correct_prob': 0.31869911221765523, 'norm_correct_prob_per_token': 0.24338006312443014, 'norm_correct_prob_per_char': 0.24137971995416518, 'primary_metric': 0.3224489795918367}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.7551020408163265, 'predicted_index_per_token': 1.3265306122448979, 'predicted_index_per_char': 1.379591836734694, 'predicted_index_per_byte': 1.8204081632653062, 'predicted_index_uncond': 1.4040816326530612, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.27346938775510204, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.3306122448979592, 'acc_uncond': 0.2816326530612245, 'no_answer': 0.0, 'sum_logits_corr': -107.27183505077751, 'logits_per_token_corr': -3.7890655808356364, 'logits_per_char_corr': -0.7252483339431778, 'logits_per_byte_corr': 1.046312174793557, 'correct_prob': 6.425896114801129e-07, 'correct_prob_per_token': 0.029744963678225284, 'correct_prob_per_char': 0.4954418350773688, 'margin': -1.8713142065190972e-06, 'margin_per_token': -0.014537161240789243, 'margin_per_char': -0.06306170496903934, 'total_prob': 4.269938622966807e-06, 'total_prob_per_token': 0.12193495872510475, 'total_prob_per_char': 2.0421523416263483, 'uncond_correct_prob': 8.3889258543413e-08, 'uncond_correct_prob_per_token': 0.018803905840683408, 'uncond_correct_prob_per_char': 0.45746482180181486, 'uncond_total_prob': 2.5837296794764296e-07, 'norm_correct_prob': 0.3128599007619296, 'norm_correct_prob_per_token': 0.24616066861851824, 'norm_correct_prob_per_char': 0.24279149348962933, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.7836734693877552, 'predicted_index_per_token': 1.3428571428571427, 'predicted_index_per_char': 1.346938775510204, 'predicted_index_per_byte': 1.346938775510204, 'predicted_index_uncond': 1.383673469387755, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2653061224489796, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.27346938775510204, 'no_answer': 0.0, 'sum_logits_corr': -106.58460421659508, 'logits_per_token_corr': -3.7204755715851268, 'logits_per_char_corr': -0.7117412197925431, 'bits_per_byte_corr': 1.0268255281917011, 'correct_prob': 1.0503806710854638e-05, 'correct_prob_per_token': 0.031054737596819496, 'correct_prob_per_char': 0.5004565145409169, 'margin': -8.712786411173254e-06, 'margin_per_token': -0.015541550138754546, 'margin_per_char': -0.06362594779824168, 'total_prob': 3.684546080793017e-05, 'total_prob_per_token': 0.12726885982379194, 'total_prob_per_char': 2.0625468747349998, 'uncond_correct_prob': 1.0506858913859958e-07, 'uncond_correct_prob_per_token': 0.019122203709842786, 'uncond_correct_prob_per_char': 0.4595807499627066, 'uncond_total_prob': 3.577689471290943e-07, 'norm_correct_prob': 0.311493802563358, 'norm_correct_prob_per_token': 0.24669683311059326, 'norm_correct_prob_per_char': 0.24273799109297328, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.7551020408163265, 'predicted_index_per_token': 1.310204081632653, 'predicted_index_per_char': 1.3673469387755102, 'predicted_index_per_byte': 1.3673469387755102, 'predicted_index_uncond': 1.4244897959183673, 'correct_choice': 1.853061224489796, 'acc_raw': 0.32653061224489793, 'acc_per_token': 0.2653061224489796, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.2163265306122449, 'acc_uncond': 0.2571428571428571, 'no_answer': 0.0, 'sum_logits_corr': -107.14776127873635, 'logits_per_token_corr': -3.7812781596681093, 'logits_per_char_corr': -0.7252808833049388, 'bits_per_byte_corr': 1.046359133596354, 'correct_prob': 1.6639502628567699e-06, 'correct_prob_per_token': 0.030020783145950494, 'correct_prob_per_char': 0.4956434027164457, 'margin': -8.68681537080419e-06, 'margin_per_token': -0.014819466204962856, 'margin_per_char': -0.06508411631111391, 'total_prob': 1.49152773344637e-05, 'total_prob_per_token': 0.12360221825440894, 'total_prob_per_char': 2.0496383384166594, 'uncond_correct_prob': 6.771797307829085e-08, 'uncond_correct_prob_per_token': 0.01697443161430758, 'uncond_correct_prob_per_char': 0.4473136943982041, 'uncond_total_prob': 4.1239381806493697e-07, 'norm_correct_prob': 0.32022409658940143, 'norm_correct_prob_per_token': 0.24452383271642245, 'norm_correct_prob_per_char': 0.24167808657934103, 'primary_metric': 0.32653061224489793}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.7142857142857142, 'predicted_index_per_token': 1.2122448979591838, 'predicted_index_per_char': 1.273469387755102, 'predicted_index_per_byte': 1.816326530612245, 'predicted_index_uncond': 1.4244897959183673, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.23673469387755103, 'acc_per_byte': 0.3469387755102041, 'acc_uncond': 0.22857142857142856, 'no_answer': 0.0, 'sum_logits_corr': -107.32228482304787, 'logits_per_token_corr': -3.833933433906198, 'logits_per_char_corr': -0.7354682330515632, 'logits_per_byte_corr': 1.061056372555621, 'correct_prob': 8.986366889976797e-07, 'correct_prob_per_token': 0.02931460687288781, 'correct_prob_per_char': 0.4917565779302656, 'margin': -4.359070754697022e-06, 'margin_per_token': -0.015300109356630301, 'margin_per_char': -0.06781864968938844, 'total_prob': 7.461372042891327e-06, 'total_prob_per_token': 0.12203496033601448, 'total_prob_per_char': 2.0394926662800024, 'uncond_correct_prob': 1.2348735164134013e-07, 'uncond_correct_prob_per_token': 0.017836092638912556, 'uncond_correct_prob_per_char': 0.4510743850400976, 'uncond_total_prob': 3.956386473482774e-07, 'norm_correct_prob': 0.3117041203976488, 'norm_correct_prob_per_token': 0.24098812794596916, 'norm_correct_prob_per_char': 0.24112450038493824, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.7387755102040816, 'predicted_index_per_token': 1.2408163265306122, 'predicted_index_per_char': 1.3428571428571427, 'predicted_index_per_byte': 1.3428571428571427, 'predicted_index_uncond': 1.4244897959183673, 'correct_choice': 1.853061224489796, 'acc_raw': 0.2979591836734694, 'acc_per_token': 0.2530612244897959, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.21224489795918366, 'acc_uncond': 0.2612244897959184, 'no_answer': 0.0, 'sum_logits_corr': -106.40936185097208, 'logits_per_token_corr': -3.7807830018004145, 'logits_per_char_corr': -0.7263519904232664, 'bits_per_byte_corr': 1.0479044145242271, 'correct_prob': 1.4623488079719763e-06, 'correct_prob_per_token': 0.03031771686529936, 'correct_prob_per_char': 0.4958435233442299, 'margin': -3.3579798219544754e-05, 'margin_per_token': -0.016298474279941463, 'margin_per_char': -0.06883123120873937, 'total_prob': 3.9388188125403e-05, 'total_prob_per_token': 0.12671520697562982, 'total_prob_per_char': 2.057646390343813, 'uncond_correct_prob': 1.0975806559071966e-07, 'uncond_correct_prob_per_token': 0.018565337601698855, 'uncond_correct_prob_per_char': 0.4551868487935366, 'uncond_total_prob': 6.319767968323598e-07, 'norm_correct_prob': 0.3045643053355251, 'norm_correct_prob_per_token': 0.23927422127935427, 'norm_correct_prob_per_char': 0.240672915999587, 'primary_metric': 0.2979591836734694}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.363265306122449, 'predicted_index_per_char': 1.3387755102040817, 'predicted_index_per_byte': 1.3387755102040817, 'predicted_index_uncond': 1.4285714285714286, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.2163265306122449, 'acc_uncond': 0.2693877551020408, 'no_answer': 0.0, 'sum_logits_corr': -106.21651091283681, 'logits_per_token_corr': -3.767651327565657, 'logits_per_char_corr': -0.7227201966035258, 'bits_per_byte_corr': 1.0426648435909522, 'correct_prob': 2.8658362054809454e-06, 'correct_prob_per_token': 0.031194218782448803, 'correct_prob_per_char': 0.49763087541892187, 'margin': -9.049825270558987e-06, 'margin_per_token': -0.014713110875284775, 'margin_per_char': -0.0662308371764013, 'total_prob': 1.9268968946368266e-05, 'total_prob_per_token': 0.12734502201573542, 'total_prob_per_char': 2.0582607021642727, 'uncond_correct_prob': 1.2584033480791822e-07, 'uncond_correct_prob_per_token': 0.01927201253218832, 'uncond_correct_prob_per_char': 0.4592955111998942, 'uncond_total_prob': 3.588823821377779e-07, 'norm_correct_prob': 0.31699735268982715, 'norm_correct_prob_per_token': 0.2441730224442967, 'norm_correct_prob_per_char': 0.24167236136281586, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.7020408163265306, 'predicted_index_per_token': 1.310204081632653, 'predicted_index_per_char': 1.346938775510204, 'predicted_index_per_byte': 1.8408163265306123, 'predicted_index_uncond': 1.3959183673469389, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.3551020408163265, 'acc_uncond': 0.23673469387755103, 'no_answer': 0.0, 'sum_logits_corr': -105.57652766558589, 'logits_per_token_corr': -3.730446832396754, 'logits_per_char_corr': -0.7136225741022577, 'logits_per_byte_corr': 1.029539748724484, 'correct_prob': 1.496531721140717e-06, 'correct_prob_per_token': 0.031166340207576686, 'correct_prob_per_char': 0.5005246445838267, 'margin': -1.3825649859538455e-05, 'margin_per_token': -0.014908318517550426, 'margin_per_char': -0.06228450044630919, 'total_prob': 1.9087539918847816e-05, 'total_prob_per_token': 0.12696859220640494, 'total_prob_per_char': 2.0606076175052173, 'uncond_correct_prob': 2.527015806864112e-07, 'uncond_correct_prob_per_token': 0.019911175514346485, 'uncond_correct_prob_per_char': 0.4615308759286623, 'uncond_total_prob': 5.331039214250974e-07, 'norm_correct_prob': 0.31655361796592585, 'norm_correct_prob_per_token': 0.24770313159362808, 'norm_correct_prob_per_char': 0.24291174424933049, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.7142857142857142, 'predicted_index_per_token': 1.3265306122448979, 'predicted_index_per_char': 1.273469387755102, 'predicted_index_per_byte': 1.273469387755102, 'predicted_index_uncond': 1.3714285714285714, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.24081632653061225, 'acc_per_char': 0.20408163265306123, 'acc_per_byte': 0.20408163265306123, 'acc_uncond': 0.24897959183673468, 'no_answer': 0.0, 'sum_logits_corr': -105.96836118114238, 'logits_per_token_corr': -3.7845398614637937, 'logits_per_char_corr': -0.7273509231053057, 'bits_per_byte_corr': 1.0493455697507883, 'correct_prob': 1.5811259911037253e-06, 'correct_prob_per_token': 0.030957025109092165, 'correct_prob_per_char': 0.49622789612348017, 'margin': -8.445684815683313e-06, 'margin_per_token': -0.016988539028266608, 'margin_per_char': -0.07052318638544625, 'total_prob': 1.3794542395263327e-05, 'total_prob_per_token': 0.1297211922856487, 'total_prob_per_char': 2.0610042774334385, 'uncond_correct_prob': 1.368470225351736e-07, 'uncond_correct_prob_per_token': 0.01988238376840541, 'uncond_correct_prob_per_char': 0.461737534665485, 'uncond_total_prob': 3.6102291066943693e-07, 'norm_correct_prob': 0.2992907862188081, 'norm_correct_prob_per_token': 0.23796737561156653, 'norm_correct_prob_per_char': 0.24040986967583033, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.7306122448979593, 'predicted_index_per_token': 1.310204081632653, 'predicted_index_per_char': 1.3877551020408163, 'predicted_index_per_byte': 1.3877551020408163, 'predicted_index_uncond': 1.3755102040816327, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.22040816326530613, 'acc_per_byte': 0.22040816326530613, 'acc_uncond': 0.27346938775510204, 'no_answer': 0.0, 'sum_logits_corr': -106.32343593130307, 'logits_per_token_corr': -3.7362446076974116, 'logits_per_char_corr': -0.7144329117042294, 'bits_per_byte_corr': 1.0307088187642948, 'correct_prob': 3.060401992353187e-06, 'correct_prob_per_token': 0.03163120790858472, 'correct_prob_per_char': 0.5002870708858944, 'margin': -1.9231167104298647e-06, 'margin_per_token': -0.013890687805908752, 'margin_per_char': -0.06183634413457239, 'total_prob': 1.027136281794977e-05, 'total_prob_per_token': 0.12721965509835692, 'total_prob_per_char': 2.0593350413503773, 'uncond_correct_prob': 8.411046227948874e-08, 'uncond_correct_prob_per_token': 0.018079699935811034, 'uncond_correct_prob_per_char': 0.45384854535074054, 'uncond_total_prob': 3.010398896610012e-07, 'norm_correct_prob': 0.31510182489686817, 'norm_correct_prob_per_token': 0.24933350205402033, 'norm_correct_prob_per_char': 0.24314840799304896, 'primary_metric': 0.3142857142857143}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.7387755102040816, 'predicted_index_per_token': 1.2857142857142858, 'predicted_index_per_char': 1.4081632653061225, 'predicted_index_per_byte': 1.7918367346938775, 'predicted_index_uncond': 1.3061224489795917, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.2693877551020408, 'acc_per_char': 0.24897959183673468, 'acc_per_byte': 0.3306122448979592, 'acc_uncond': 0.24489795918367346, 'no_answer': 0.0, 'sum_logits_corr': -105.34423449769312, 'logits_per_token_corr': -3.6843733378394266, 'logits_per_char_corr': -0.7034373434908684, 'logits_per_byte_corr': 1.0148455670311112, 'correct_prob': 1.700419076276212e-06, 'correct_prob_per_token': 0.03231674178633833, 'correct_prob_per_char': 0.5046608579119937, 'margin': -5.152613452843442e-06, 'margin_per_token': -0.013339513468408538, 'margin_per_char': -0.057967793319824476, 'total_prob': 1.0919806153945704e-05, 'total_prob_per_token': 0.12859467909163041, 'total_prob_per_char': 2.0655117948173105, 'uncond_correct_prob': 2.4803938946380353e-07, 'uncond_correct_prob_per_token': 0.018813267436766302, 'uncond_correct_prob_per_char': 0.45539532200626087, 'uncond_total_prob': 5.027440390081255e-07, 'norm_correct_prob': 0.312461205723614, 'norm_correct_prob_per_token': 0.2538366445566461, 'norm_correct_prob_per_char': 0.24461755302707444, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.7183673469387755, 'predicted_index_per_token': 1.383673469387755, 'predicted_index_per_char': 1.3428571428571427, 'predicted_index_per_byte': 1.3428571428571427, 'predicted_index_uncond': 1.3959183673469389, 'correct_choice': 1.853061224489796, 'acc_raw': 0.2979591836734694, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.21224489795918366, 'acc_per_byte': 0.21224489795918366, 'acc_uncond': 0.27755102040816326, 'no_answer': 0.0, 'sum_logits_corr': -104.57591076286472, 'logits_per_token_corr': -3.74433218021899, 'logits_per_char_corr': -0.7201202352957281, 'bits_per_byte_corr': 1.0389138923056866, 'correct_prob': 3.375365598223384e-06, 'correct_prob_per_token': 0.03200565606254216, 'correct_prob_per_char': 0.4998111047976448, 'margin': -5.6875913057008474e-06, 'margin_per_token': -0.01758301999851463, 'margin_per_char': -0.07038060195170948, 'total_prob': 1.5430073121167425e-05, 'total_prob_per_token': 0.1340710546550883, 'total_prob_per_char': 2.074566659116034, 'uncond_correct_prob': 1.51639180416201e-07, 'uncond_correct_prob_per_token': 0.019082594871385198, 'uncond_correct_prob_per_char': 0.4562685919334272, 'uncond_total_prob': 4.180873828185818e-07, 'norm_correct_prob': 0.304867331572958, 'norm_correct_prob_per_token': 0.23891888876001804, 'norm_correct_prob_per_char': 0.24073963332858409, 'primary_metric': 0.2979591836734694}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.7673469387755103, 'predicted_index_per_token': 1.3387755102040817, 'predicted_index_per_char': 1.3183673469387756, 'predicted_index_per_byte': 1.3183673469387756, 'predicted_index_uncond': 1.3510204081632653, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3224489795918367, 'acc_per_token': 0.27346938775510204, 'acc_per_char': 0.22857142857142856, 'acc_per_byte': 0.22857142857142856, 'acc_uncond': 0.2571428571428571, 'no_answer': 0.0, 'sum_logits_corr': -105.06832479749407, 'logits_per_token_corr': -3.7673241787479106, 'logits_per_char_corr': -0.7235095185530515, 'bits_per_byte_corr': 1.0438035944531987, 'correct_prob': 2.6249978729479186e-06, 'correct_prob_per_token': 0.03220026515200823, 'correct_prob_per_char': 0.4983615366758291, 'margin': -6.879972813950869e-06, 'margin_per_token': -0.015473624543650248, 'margin_per_char': -0.06826838065072333, 'total_prob': 1.3708435008233699e-05, 'total_prob_per_token': 0.13145058632512857, 'total_prob_per_char': 2.0659791299510437, 'uncond_correct_prob': 2.1218681983978658e-07, 'uncond_correct_prob_per_token': 0.01852573942431055, 'uncond_correct_prob_per_char': 0.452241001026562, 'uncond_total_prob': 4.983117662205846e-07, 'norm_correct_prob': 0.3182112394794792, 'norm_correct_prob_per_token': 0.24477546773604839, 'norm_correct_prob_per_char': 0.2409632459994644, 'primary_metric': 0.3224489795918367}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.6979591836734693, 'predicted_index_per_token': 1.3142857142857143, 'predicted_index_per_char': 1.3142857142857143, 'predicted_index_per_byte': 1.8612244897959183, 'predicted_index_uncond': 1.3428571428571427, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3020408163265306, 'acc_per_token': 0.2530612244897959, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.363265306122449, 'acc_uncond': 0.2653061224489796, 'no_answer': 0.0, 'sum_logits_corr': -104.7991193343182, 'logits_per_token_corr': -3.7696704494291513, 'logits_per_char_corr': -0.723911425010766, 'logits_per_byte_corr': 1.0443834229066453, 'correct_prob': 1.571803596154003e-06, 'correct_prob_per_token': 0.031120125796600166, 'correct_prob_per_char': 0.49754628922702443, 'margin': -3.6068122746642943e-06, 'margin_per_token': -0.017580297310316836, 'margin_per_char': -0.0703708596972785, 'total_prob': 9.326916660808423e-06, 'total_prob_per_token': 0.13180592295623603, 'total_prob_per_char': 2.0671791952882668, 'uncond_correct_prob': 1.5507358931457355e-07, 'uncond_correct_prob_per_token': 0.01906918854241817, 'uncond_correct_prob_per_char': 0.45615230960233283, 'uncond_total_prob': 2.775724475190641e-07, 'norm_correct_prob': 0.3022708552093442, 'norm_correct_prob_per_token': 0.24030549292011452, 'norm_correct_prob_per_char': 0.24075676022836542, 'primary_metric': 0.3020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.7469387755102042, 'predicted_index_per_token': 1.3020408163265307, 'predicted_index_per_char': 1.3265306122448979, 'predicted_index_per_byte': 1.3265306122448979, 'predicted_index_uncond': 1.4081632653061225, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.2653061224489796, 'acc_per_char': 0.22857142857142856, 'acc_per_byte': 0.22857142857142856, 'acc_uncond': 0.23265306122448978, 'no_answer': 0.0, 'sum_logits_corr': -104.04114182919872, 'logits_per_token_corr': -3.6825755503073596, 'logits_per_char_corr': -0.7061396442945925, 'bits_per_byte_corr': 1.0187441629996374, 'correct_prob': 3.2885965043301973e-06, 'correct_prob_per_token': 0.03322557708227715, 'correct_prob_per_char': 0.5049358187694779, 'margin': -8.807939452541766e-06, 'margin_per_token': -0.01718907453801904, 'margin_per_char': -0.06644531288233671, 'total_prob': 1.9294642519374987e-05, 'total_prob_per_token': 0.13718609753579375, 'total_prob_per_char': 2.0862050897371756, 'uncond_correct_prob': 1.2259267344301162e-07, 'uncond_correct_prob_per_token': 0.01912037646530594, 'uncond_correct_prob_per_char': 0.4568478242920943, 'uncond_total_prob': 5.923104336731998e-07, 'norm_correct_prob': 0.30907792052243016, 'norm_correct_prob_per_token': 0.24367871364322766, 'norm_correct_prob_per_char': 0.24201863125096276, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.7306122448979593, 'predicted_index_per_token': 1.2775510204081633, 'predicted_index_per_char': 1.3673469387755102, 'predicted_index_per_byte': 1.3673469387755102, 'predicted_index_uncond': 1.420408163265306, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3183673469387755, 'acc_per_token': 0.2612244897959184, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.24489795918367346, 'no_answer': 0.0, 'sum_logits_corr': -104.45609498315928, 'logits_per_token_corr': -3.6861369658100087, 'logits_per_char_corr': -0.7070914272223476, 'bits_per_byte_corr': 1.0201172955095132, 'correct_prob': 2.659139120714515e-06, 'correct_prob_per_token': 0.03296493576548955, 'correct_prob_per_char': 0.5041950032447966, 'margin': -1.5393450524239378e-05, 'margin_per_token': -0.015713895953324838, 'margin_per_char': -0.06626971231363962, 'total_prob': 2.4941222856496922e-05, 'total_prob_per_token': 0.13577292482692047, 'total_prob_per_char': 2.087174299238579, 'uncond_correct_prob': 1.0589169102719797e-07, 'uncond_correct_prob_per_token': 0.01918303875245076, 'uncond_correct_prob_per_char': 0.4585050492397643, 'uncond_total_prob': 3.500606666343672e-07, 'norm_correct_prob': 0.312765224921575, 'norm_correct_prob_per_token': 0.24315499171016533, 'norm_correct_prob_per_char': 0.2414759436707942, 'primary_metric': 0.3183673469387755}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.7469387755102042, 'predicted_index_per_token': 1.310204081632653, 'predicted_index_per_char': 1.3510204081632653, 'predicted_index_per_byte': 1.8285714285714285, 'predicted_index_uncond': 1.4244897959183673, 'correct_choice': 1.853061224489796, 'acc_raw': 0.30612244897959184, 'acc_per_token': 0.24489795918367346, 'acc_per_char': 0.23673469387755103, 'acc_per_byte': 0.3673469387755102, 'acc_uncond': 0.2612244897959184, 'no_answer': 0.0, 'sum_logits_corr': -104.69055344328588, 'logits_per_token_corr': -3.7710235026218673, 'logits_per_char_corr': -0.7239590378854789, 'logits_per_byte_corr': 1.0444521137648761, 'correct_prob': 5.471835831279313e-07, 'correct_prob_per_token': 0.03139926229530316, 'correct_prob_per_char': 0.49778719552761713, 'margin': -1.0912128772072508e-05, 'margin_per_token': -0.01608554339123323, 'margin_per_char': -0.06878825819000255, 'total_prob': 1.3735093153461764e-05, 'total_prob_per_token': 0.13117802814914287, 'total_prob_per_char': 2.0681809416471695, 'uncond_correct_prob': 1.7266840461702655e-07, 'uncond_correct_prob_per_token': 0.019394644250787026, 'uncond_correct_prob_per_char': 0.4577300827528684, 'uncond_total_prob': 4.4635537932000153e-07, 'norm_correct_prob': 0.3057214466233946, 'norm_correct_prob_per_token': 0.23952871791679173, 'norm_correct_prob_per_char': 0.2404910190985874, 'primary_metric': 0.30612244897959184}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.7428571428571429, 'predicted_index_per_token': 1.2653061224489797, 'predicted_index_per_char': 1.3061224489795917, 'predicted_index_per_byte': 1.3061224489795917, 'predicted_index_uncond': 1.4285714285714286, 'correct_choice': 1.853061224489796, 'acc_raw': 0.31020408163265306, 'acc_per_token': 0.24897959183673468, 'acc_per_char': 0.22448979591836735, 'acc_per_byte': 0.22448979591836735, 'acc_uncond': 0.27755102040816326, 'no_answer': 0.0, 'sum_logits_corr': -103.44234407191374, 'logits_per_token_corr': -3.6432853299076333, 'logits_per_char_corr': -0.6983683450509338, 'bits_per_byte_corr': 1.0075325481195383, 'correct_prob': 6.426617577852472e-06, 'correct_prob_per_token': 0.03406018144893075, 'correct_prob_per_char': 0.5084786273302645, 'margin': -9.073691115380646e-06, 'margin_per_token': -0.016654143975366922, 'margin_per_char': -0.06517049402327235, 'total_prob': 2.5522241078224458e-05, 'total_prob_per_token': 0.13875926099228403, 'total_prob_per_char': 2.0948071489351463, 'uncond_correct_prob': 3.69988853275144e-07, 'uncond_correct_prob_per_token': 0.019995338874408533, 'uncond_correct_prob_per_char': 0.45900918450379186, 'uncond_total_prob': 5.449295629051527e-07, 'norm_correct_prob': 0.311060258857857, 'norm_correct_prob_per_token': 0.246200969310156, 'norm_correct_prob_per_char': 0.24264806880140313, 'primary_metric': 0.31020408163265306}
|
90M
|
FineWeb-Pro
|
mmlu_security_studies
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.7510204081632652, 'predicted_index_per_token': 1.3020408163265307, 'predicted_index_per_char': 1.3551020408163266, 'predicted_index_per_byte': 1.3551020408163266, 'predicted_index_uncond': 1.3673469387755102, 'correct_choice': 1.853061224489796, 'acc_raw': 0.3142857142857143, 'acc_per_token': 0.2653061224489796, 'acc_per_char': 0.2163265306122449, 'acc_per_byte': 0.2163265306122449, 'acc_uncond': 0.24489795918367346, 'no_answer': 0.0, 'sum_logits_corr': -103.969374314133, 'logits_per_token_corr': -3.6438461847056676, 'logits_per_char_corr': -0.6975583965972508, 'bits_per_byte_corr': 1.0063640395020337, 'correct_prob': 4.0675541391860334e-06, 'correct_prob_per_token': 0.034008594689651214, 'correct_prob_per_char': 0.5082751709699543, 'margin': -1.5737492660044777e-05, 'margin_per_token': -0.014922706764763809, 'margin_per_char': -0.06179992624542655, 'total_prob': 2.837070445607454e-05, 'total_prob_per_token': 0.13678226095528642, 'total_prob_per_char': 2.091172070431795, 'uncond_correct_prob': 1.554704772615236e-07, 'uncond_correct_prob_per_token': 0.019100652675915132, 'uncond_correct_prob_per_char': 0.4577935917385067, 'uncond_total_prob': 3.7982203360203135e-07, 'norm_correct_prob': 0.31668965791432874, 'norm_correct_prob_per_token': 0.2493355209753914, 'norm_correct_prob_per_char': 0.24304782984097342, 'primary_metric': 0.3142857142857143}
|
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.