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_moral_scenarios
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 0.0011173184357541898, 'predicted_index_per_token': 0.0011173184357541898, 'predicted_index_per_char': 0.0011173184357541898, 'predicted_index_per_byte': 2.9608938547486034, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23910614525139665, 'acc_per_token': 0.23910614525139665, 'acc_per_char': 0.23910614525139665, 'acc_per_byte': 0.27262569832402234, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.213384006576165, 'logits_per_token_corr': -0.7405773044564872, 'logits_per_char_corr': -0.17486595746681158, 'logits_per_byte_corr': 0.2522782496578507, 'correct_prob': 0.15422882529823176, 'correct_prob_per_token': 0.5091467003552467, 'correct_prob_per_char': 0.8426746047030581, 'margin': -0.2647645294961072, 'margin_per_token': -0.23477578212329683, 'margin_per_char': -0.0887477731182398, 'total_prob': 0.645882370912185, 'total_prob_per_token': 2.069681949176467, 'total_prob_per_char': 3.384194197206828, 'uncond_correct_prob': 5.32893385941978e-09, 'uncond_correct_prob_per_token': 0.0032037907125653004, 'uncond_correct_prob_per_char': 0.2521815193337578, 'uncond_total_prob': 2.2389027179073245e-08, 'norm_correct_prob': 0.2393868702844121, 'norm_correct_prob_per_token': 0.2460695280173088, 'norm_correct_prob_per_char': 0.24900603755268336, 'primary_metric': 0.23910614525139665}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 0.08268156424581005, 'predicted_index_per_token': 1.2480446927374302, 'predicted_index_per_char': 1.1150837988826816, 'predicted_index_per_byte': 1.1150837988826816, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.2424581005586592, 'acc_per_char': 0.2435754189944134, 'acc_per_byte': 0.2435754189944134, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.5675344832116664, 'logits_per_token_corr': -0.8880958022929215, 'logits_per_char_corr': -0.2086868158358278, 'bits_per_byte_corr': 0.3010714343054734, 'correct_prob': 0.04562531142129812, 'correct_prob_per_token': 0.42339039041211873, 'correct_prob_per_char': 0.8130267496499319, 'margin': -0.046046392377249404, 'margin_per_token': -0.07627080312335122, 'margin_per_char': -0.03656963449253543, 'total_prob': 0.18719655495240192, 'total_prob_per_token': 1.6911455952052268, 'total_prob_per_char': 3.2511892177572324, 'uncond_correct_prob': 2.687544719575586e-10, 'uncond_correct_prob_per_token': 0.002001444606810498, 'uncond_correct_prob_per_char': 0.22002132996182217, 'uncond_total_prob': 1.1288339556972455e-09, 'norm_correct_prob': 0.24396107604035142, 'norm_correct_prob_per_token': 0.2503007678034198, 'norm_correct_prob_per_char': 0.250066822468017, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.7955307262569833, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.25027932960893856, 'no_answer': 0.0, 'sum_logits_corr': -3.9092646948119114, 'logits_per_token_corr': -0.9141097405880301, 'logits_per_char_corr': -0.215720107017512, 'bits_per_byte_corr': 0.3112183286144246, 'correct_prob': 0.14645524258734377, 'correct_prob_per_token': 0.44322526197479417, 'correct_prob_per_char': 0.8101151533598228, 'margin': -0.3021300403906956, 'margin_per_token': -0.2746453463389547, 'margin_per_char': -0.10511747288583743, 'total_prob': 0.6102985090195125, 'total_prob_per_token': 1.791779434229502, 'total_prob_per_char': 3.247134451329692, 'uncond_correct_prob': 3.2834528807014155e-09, 'uncond_correct_prob_per_token': 0.0020368213718471766, 'uncond_correct_prob_per_char': 0.22854779896075506, 'uncond_total_prob': 1.3796433460538468e-08, 'norm_correct_prob': 0.238834104555519, 'norm_correct_prob_per_token': 0.2475058424571186, 'norm_correct_prob_per_char': 0.2494985141821884, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 0.6368715083798883, 'predicted_index_per_token': 0.8379888268156425, 'predicted_index_per_char': 0.8324022346368715, 'predicted_index_per_byte': 2.4972067039106145, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.21899441340782122, 'acc_per_token': 0.23575418994413408, 'acc_per_char': 0.2335195530726257, 'acc_per_byte': 0.2759776536312849, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.6006196235811245, 'logits_per_token_corr': -0.6161541515644258, 'logits_per_char_corr': -0.14518975232979808, 'logits_per_byte_corr': 0.209464535674247, 'correct_prob': 0.16574634632383603, 'correct_prob_per_token': 0.5611077272683646, 'correct_prob_per_char': 0.8667426619459291, 'margin': -0.19040115761705712, 'margin_per_token': -0.18422010919516715, 'margin_per_char': -0.06637648630596324, 'total_prob': 0.6946268571715285, 'total_prob_per_token': 2.274663184051242, 'total_prob_per_char': 3.4784536911081765, 'uncond_correct_prob': 5.390573853347698e-09, 'uncond_correct_prob_per_token': 0.002496108800588567, 'uncond_correct_prob_per_char': 0.2386454702713259, 'uncond_total_prob': 2.2649968083439777e-08, 'norm_correct_prob': 0.23846493719306147, 'norm_correct_prob_per_token': 0.2466280174556399, 'norm_correct_prob_per_char': 0.24917114865870627, 'primary_metric': 0.21899441340782122}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.253631284916201, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2435754189944134, 'no_answer': 0.0, 'sum_logits_corr': -3.906568044324161, 'logits_per_token_corr': -0.9009846946025473, 'logits_per_char_corr': -0.21274516922703846, 'bits_per_byte_corr': 0.3069264006171522, 'correct_prob': 0.12802713247703054, 'correct_prob_per_token': 0.4448735822213843, 'correct_prob_per_char': 0.8123910420856068, 'margin': -0.2522922124044874, 'margin_per_token': -0.2573755214175108, 'margin_per_char': -0.1038204955714746, 'total_prob': 0.5368527015730543, 'total_prob_per_token': 1.8109537029796963, 'total_prob_per_char': 3.2636305012092324, 'uncond_correct_prob': 7.677691229270147e-09, 'uncond_correct_prob_per_token': 0.0029030739781238414, 'uncond_correct_prob_per_char': 0.2478644235033326, 'uncond_total_prob': 3.2259724090342745e-08, 'norm_correct_prob': 0.23858101502753978, 'norm_correct_prob_per_token': 0.24562276021797916, 'norm_correct_prob_per_char': 0.2489179886681096, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.0044692737430168, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.6430629476488634, 'logits_per_token_corr': -0.8463026980758823, 'logits_per_char_corr': -0.19977909969802704, 'bits_per_byte_corr': 0.2882203164078125, 'correct_prob': 0.1551349082364901, 'correct_prob_per_token': 0.47189620775939256, 'correct_prob_per_char': 0.8231442994732554, 'margin': -0.30643786100808035, 'margin_per_token': -0.2786547550078265, 'margin_per_char': -0.10751817883264868, 'total_prob': 0.6513912885420474, 'total_prob_per_token': 1.9161919676306591, 'total_prob_per_char': 3.3036956700230204, 'uncond_correct_prob': 6.120606000688556e-09, 'uncond_correct_prob_per_token': 0.002010311796915762, 'uncond_correct_prob_per_char': 0.2261770539532416, 'uncond_total_prob': 2.5717941974821255e-08, 'norm_correct_prob': 0.2384492249376094, 'norm_correct_prob_per_token': 0.24623149855747017, 'norm_correct_prob_per_char': 0.24915596319678263, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 0.00558659217877095, 'predicted_index_per_token': 0.02346368715083799, 'predicted_index_per_char': 0.021229050279329607, 'predicted_index_per_byte': 2.7553072625698323, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23910614525139665, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23687150837988827, 'acc_per_byte': 0.25139664804469275, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.7614418081731102, 'logits_per_token_corr': -0.8732787034564844, 'logits_per_char_corr': -0.2061030693309361, 'logits_per_byte_corr': 0.2973438760359494, 'correct_prob': 0.11900319407135705, 'correct_prob_per_token': 0.4541041274181849, 'correct_prob_per_char': 0.8175988402234527, 'margin': -0.21680172217310978, 'margin_per_token': -0.2385218653615878, 'margin_per_char': -0.09850661907288544, 'total_prob': 0.5064027392489104, 'total_prob_per_token': 1.8528718273620468, 'total_prob_per_char': 3.285469826911528, 'uncond_correct_prob': 1.0765306302729788e-08, 'uncond_correct_prob_per_token': 0.002601177274939782, 'uncond_correct_prob_per_char': 0.23995094590598573, 'uncond_total_prob': 4.523384517643423e-08, 'norm_correct_prob': 0.23667919479516286, 'norm_correct_prob_per_token': 0.24512765005590895, 'norm_correct_prob_per_char': 0.24885288710903372, 'primary_metric': 0.23910614525139665}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0022346368715083797, 'predicted_index_per_char': 0.0022346368715083797, 'predicted_index_per_byte': 0.0022346368715083797, 'predicted_index_uncond': 1.9966480446927375, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.24581005586592178, 'no_answer': 0.0, 'sum_logits_corr': -2.7480938753602224, 'logits_per_token_corr': -0.6626153793326081, 'logits_per_char_corr': -0.15605062639584327, 'bits_per_byte_corr': 0.2251334648290612, 'correct_prob': 0.12893373312117362, 'correct_prob_per_token': 0.5344983704434578, 'correct_prob_per_char': 0.8573290872454975, 'margin': -0.1855602639000222, 'margin_per_token': -0.15023547061326126, 'margin_per_char': -0.057244429847846626, 'total_prob': 0.5334527632845322, 'total_prob_per_token': 2.145476209924038, 'total_prob_per_char': 3.4318105910002608, 'uncond_correct_prob': 3.6244907472987098e-09, 'uncond_correct_prob_per_token': 0.002867285249843452, 'uncond_correct_prob_per_char': 0.24300169819647235, 'uncond_total_prob': 1.5228358195627246e-08, 'norm_correct_prob': 0.24187094576256601, 'norm_correct_prob_per_token': 0.24908768401473771, 'norm_correct_prob_per_char': 0.24981488697281212, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.3220379670239026, 'logits_per_token_corr': -0.7861162494059158, 'logits_per_char_corr': -0.185339385846176, 'bits_per_byte_corr': 0.2673882128418764, 'correct_prob': 0.11464565436783286, 'correct_prob_per_token': 0.47986567602429914, 'correct_prob_per_char': 0.8332314504362109, 'margin': -0.2026273897081815, 'margin_per_token': -0.19806853084539736, 'margin_per_char': -0.07819572723085721, 'total_prob': 0.47787699694766683, 'total_prob_per_token': 1.9363205554400653, 'total_prob_per_char': 3.339473575117527, 'uncond_correct_prob': 2.2347391030692973e-09, 'uncond_correct_prob_per_token': 0.0018796905305437824, 'uncond_correct_prob_per_char': 0.22274059023523354, 'uncond_total_prob': 9.389989403279232e-09, 'norm_correct_prob': 0.2397413594932759, 'norm_correct_prob_per_token': 0.24781115763445852, 'norm_correct_prob_per_char': 0.24950911587286848, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 0.9988826815642458, 'predicted_index_per_token': 1.0, 'predicted_index_per_char': 1.0, 'predicted_index_per_byte': 0.37318435754189944, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.2424581005586592, 'acc_per_token': 0.2424581005586592, 'acc_per_char': 0.2424581005586592, 'acc_per_byte': 0.2324022346368715, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.5071074202074017, 'logits_per_token_corr': -0.6520037508743435, 'logits_per_char_corr': -0.15272600170873027, 'logits_per_byte_corr': 0.2203370452801428, 'correct_prob': 0.12240061379364997, 'correct_prob_per_token': 0.5426317915848071, 'correct_prob_per_char': 0.8602525922172898, 'margin': -0.14205443285971872, 'margin_per_token': -0.17520614553034317, 'margin_per_char': -0.06375765213798022, 'total_prob': 0.49648681422523494, 'total_prob_per_token': 2.1642840602192495, 'total_prob_per_char': 3.4383881069582207, 'uncond_correct_prob': 1.0578635235414353e-08, 'uncond_correct_prob_per_token': 0.0030023322998567717, 'uncond_correct_prob_per_char': 0.24630933260495735, 'uncond_total_prob': 4.444906003904136e-08, 'norm_correct_prob': 0.24648824097487973, 'norm_correct_prob_per_token': 0.25067822711203486, 'norm_correct_prob_per_char': 0.25018890792573123, 'primary_metric': 0.2424581005586592}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.783586470907627, 'logits_per_token_corr': -0.9101614580474087, 'logits_per_char_corr': -0.214332224114388, 'bits_per_byte_corr': 0.3092160368327515, 'correct_prob': 0.05729081135273243, 'correct_prob_per_token': 0.4126561829859302, 'correct_prob_per_char': 0.8082004273916377, 'margin': -0.09885014234263692, 'margin_per_token': -0.1205312866086518, 'margin_per_char': -0.05315837572630312, 'total_prob': 0.23965577900749244, 'total_prob_per_token': 1.6651947370705067, 'total_prob_per_char': 3.239617807065078, 'uncond_correct_prob': 3.225000812056692e-09, 'uncond_correct_prob_per_token': 0.002971388575139619, 'uncond_correct_prob_per_char': 0.2438142635275496, 'uncond_total_prob': 1.3549102623085736e-08, 'norm_correct_prob': 0.23891290657257144, 'norm_correct_prob_per_token': 0.24779118818706744, 'norm_correct_prob_per_char': 0.24947289714004053, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 0.9899441340782122, 'predicted_index_per_token': 1.059217877094972, 'predicted_index_per_char': 1.0525139664804468, 'predicted_index_per_byte': 1.0525139664804468, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.2424581005586592, 'acc_per_token': 0.2536312849162011, 'acc_per_char': 0.25251396648044694, 'acc_per_byte': 0.25251396648044694, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.0472100155313586, 'logits_per_token_corr': -0.7726295923254343, 'logits_per_char_corr': -0.18133950128708884, 'bits_per_byte_corr': 0.26161759922434885, 'correct_prob': 0.07924201567820711, 'correct_prob_per_token': 0.48458272560628335, 'correct_prob_per_char': 0.8365064080479165, 'margin': -0.0646249388061019, 'margin_per_token': -0.13452362502749643, 'margin_per_char': -0.05627105029570305, 'total_prob': 0.3198051933566368, 'total_prob_per_token': 1.9289910092333329, 'total_prob_per_char': 3.3420636868558304, 'uncond_correct_prob': 4.024637992126484e-09, 'uncond_correct_prob_per_token': 0.002526626558672213, 'uncond_correct_prob_per_char': 0.239044348384022, 'uncond_total_prob': 1.6910477616566023e-08, 'norm_correct_prob': 0.2476239516547134, 'norm_correct_prob_per_token': 0.25118921686360157, 'norm_correct_prob_per_char': 0.25029493461356794, 'primary_metric': 0.2424581005586592}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 0.7441340782122905, 'predicted_index_per_token': 0.9608938547486033, 'predicted_index_per_char': 0.9441340782122905, 'predicted_index_per_byte': 1.8201117318435753, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.24022346368715083, 'acc_per_token': 0.25251396648044694, 'acc_per_char': 0.2547486033519553, 'acc_per_byte': 0.25139664804469275, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.358379891398233, 'logits_per_token_corr': -0.5892713670024657, 'logits_per_char_corr': -0.13839779405975094, 'logits_per_byte_corr': 0.19966581116011817, 'correct_prob': 0.11798659412086271, 'correct_prob_per_token': 0.561524699765589, 'correct_prob_per_char': 0.8713350194417199, 'margin': -0.0873707341236731, 'margin_per_token': -0.09413587761365254, 'margin_per_char': -0.033764131904544165, 'total_prob': 0.47960730206220004, 'total_prob_per_token': 2.244789211401828, 'total_prob_per_char': 3.4850496405776656, 'uncond_correct_prob': 1.2085054980770469e-08, 'uncond_correct_prob_per_token': 0.0036705726222678735, 'uncond_correct_prob_per_char': 0.2610996833796025, 'uncond_total_prob': 5.0776578505003e-08, 'norm_correct_prob': 0.2462465949436072, 'norm_correct_prob_per_token': 0.250123266374623, 'norm_correct_prob_per_char': 0.2500196521910136, 'primary_metric': 0.24022346368715083}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0033519553072625698, 'predicted_index_per_char': 0.0033519553072625698, 'predicted_index_per_byte': 0.0033519553072625698, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23910614525139665, 'acc_per_char': 0.23910614525139665, 'acc_per_byte': 0.23910614525139665, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.248493218288741, 'logits_per_token_corr': -0.7816619192821352, 'logits_per_char_corr': -0.18409041660522302, 'bits_per_byte_corr': 0.26558633111172936, 'correct_prob': 0.08742266778389819, 'correct_prob_per_token': 0.47141648869504915, 'correct_prob_per_char': 0.8332462307416524, 'margin': -0.14198381226896148, 'margin_per_token': -0.13862293075905377, 'margin_per_char': -0.05599999919153248, 'total_prob': 0.3627015469091587, 'total_prob_per_token': 1.8962845892278268, 'total_prob_per_char': 3.3374659978133296, 'uncond_correct_prob': 2.0898384265734396e-09, 'uncond_correct_prob_per_token': 0.0025043285408715764, 'uncond_correct_prob_per_char': 0.2343814318193204, 'uncond_total_prob': 8.780439714047832e-09, 'norm_correct_prob': 0.24103237449444484, 'norm_correct_prob_per_token': 0.2485570309863758, 'norm_correct_prob_per_char': 0.24966096215811986, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 2.310614525139665, 'predicted_index_per_token': 2.995530726256983, 'predicted_index_per_char': 2.995530726256983, 'predicted_index_per_byte': 2.995530726256983, 'predicted_index_uncond': 1.2815642458100558, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.24581005586592178, 'acc_per_token': 0.27262569832402234, 'acc_per_char': 0.27262569832402234, 'acc_per_byte': 0.27262569832402234, 'acc_uncond': 0.24916201117318434, 'no_answer': 0.0, 'sum_logits_corr': -2.94496585776686, 'logits_per_token_corr': -0.7586539884807899, 'logits_per_char_corr': -0.1778996783985375, 'bits_per_byte_corr': 0.2566549838014959, 'correct_prob': 0.07806374098182582, 'correct_prob_per_token': 0.489689382785253, 'correct_prob_per_char': 0.8391449914606319, 'margin': -0.04093750044145464, 'margin_per_token': -0.14044832440767321, 'margin_per_char': -0.056737988205818185, 'total_prob': 0.3090026102137187, 'total_prob_per_token': 1.9409348228007983, 'total_prob_per_char': 3.349727789136464, 'uncond_correct_prob': 2.0451934766125687e-09, 'uncond_correct_prob_per_token': 0.0024363180138702424, 'uncond_correct_prob_per_char': 0.23575253921433464, 'uncond_total_prob': 8.593087073526322e-09, 'norm_correct_prob': 0.2524369672654952, 'norm_correct_prob_per_token': 0.25226403546865867, 'norm_correct_prob_per_char': 0.25050918358919, 'primary_metric': 0.24581005586592178}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 0.17653631284916202, 'predicted_index_per_token': 0.44692737430167595, 'predicted_index_per_char': 0.4212290502793296, 'predicted_index_per_byte': 3.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23016759776536314, 'acc_per_token': 0.2335195530726257, 'acc_per_char': 0.23687150837988827, 'acc_per_byte': 0.27262569832402234, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.796300575719865, 'logits_per_token_corr': -0.6468856406822329, 'logits_per_char_corr': -0.15265625344154424, 'logits_per_byte_corr': 0.22023641980096278, 'correct_prob': 0.16419651181956027, 'correct_prob_per_token': 0.5499571843984111, 'correct_prob_per_char': 0.8609104860726127, 'margin': -0.19252973574011223, 'margin_per_token': -0.18309505390696107, 'margin_per_char': -0.06904910535838443, 'total_prob': 0.6876575966400078, 'total_prob_per_token': 2.2355976767220778, 'total_prob_per_char': 3.4579275677160664, 'uncond_correct_prob': 8.727003353359752e-09, 'uncond_correct_prob_per_token': 0.0026788013140012757, 'uncond_correct_prob_per_char': 0.24395486218390675, 'uncond_total_prob': 3.6669209201666474e-08, 'norm_correct_prob': 0.23911956771056128, 'norm_correct_prob_per_token': 0.24597780897429714, 'norm_correct_prob_per_char': 0.24896495621833448, 'primary_metric': 0.23016759776536314}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.0044692737430168, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2435754189944134, 'no_answer': 0.0, 'sum_logits_corr': -3.0148613483546165, 'logits_per_token_corr': -0.7094320019041803, 'logits_per_char_corr': -0.16732080909076594, 'bits_per_byte_corr': 0.24139290151295048, 'correct_prob': 0.13663947251209277, 'correct_prob_per_token': 0.5121722200978777, 'correct_prob_per_char': 0.8477667170834869, 'margin': -0.24057136851781552, 'margin_per_token': -0.19292732532799417, 'margin_per_char': -0.0701337525735832, 'total_prob': 0.5699978104418867, 'total_prob_per_token': 2.0703660643501256, 'total_prob_per_char': 3.399558714033812, 'uncond_correct_prob': 2.082475435687664e-09, 'uncond_correct_prob_per_token': 0.0028975976322302486, 'uncond_correct_prob_per_char': 0.24123275425408164, 'uncond_total_prob': 8.748360728161719e-09, 'norm_correct_prob': 0.23934393989145444, 'norm_correct_prob_per_token': 0.24732745557331207, 'norm_correct_prob_per_char': 0.24937168535141613, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.0280826502006146, 'logits_per_token_corr': -0.7327455234793977, 'logits_per_char_corr': -0.1725219741575249, 'bits_per_byte_corr': 0.24889659656161386, 'correct_prob': 0.0977664950694562, 'correct_prob_per_token': 0.4947627799827285, 'correct_prob_per_char': 0.8429284561549792, 'margin': -0.15101250577568365, 'margin_per_token': -0.13991254677463247, 'margin_per_char': -0.05518266857860171, 'total_prob': 0.40491733235981725, 'total_prob_per_token': 1.9842161832805179, 'total_prob_per_char': 3.373308117555101, 'uncond_correct_prob': 4.201365061384355e-09, 'uncond_correct_prob_per_token': 0.003461749335232058, 'uncond_correct_prob_per_char': 0.2533396127845945, 'uncond_total_prob': 1.7649617802276715e-08, 'norm_correct_prob': 0.24145676911709804, 'norm_correct_prob_per_token': 0.24937156027002685, 'norm_correct_prob_per_char': 0.24988352893949153, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 0.12625698324022347, 'predicted_index_per_token': 0.37988826815642457, 'predicted_index_per_char': 0.36312849162011174, 'predicted_index_per_byte': 2.9731843575418995, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.22569832402234638, 'acc_per_token': 0.2424581005586592, 'acc_per_char': 0.24134078212290502, 'acc_per_byte': 0.2681564245810056, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.860545909471352, 'logits_per_token_corr': -0.6743496796383316, 'logits_per_char_corr': -0.15896144923232988, 'logits_per_byte_corr': 0.22933289450016978, 'correct_prob': 0.12690707101895837, 'correct_prob_per_token': 0.5262085454051149, 'correct_prob_per_char': 0.8546247268212871, 'margin': -0.15923094654682865, 'margin_per_token': -0.15488999472721482, 'margin_per_char': -0.05936868493297098, 'total_prob': 0.5348216562905517, 'total_prob_per_token': 2.134560945647161, 'total_prob_per_char': 3.4302002798564093, 'uncond_correct_prob': 5.246347457315876e-08, 'uncond_correct_prob_per_token': 0.004496131371931753, 'uncond_correct_prob_per_char': 0.27509133827637733, 'uncond_total_prob': 2.2044062035423596e-07, 'norm_correct_prob': 0.23836510607907044, 'norm_correct_prob_per_token': 0.24651556538581137, 'norm_correct_prob_per_char': 0.24914590136344522, 'primary_metric': 0.22569832402234638}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.07039106145251396, 'predicted_index_per_char': 0.05027932960893855, 'predicted_index_per_byte': 0.05027932960893855, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.2424581005586592, 'acc_per_char': 0.24134078212290502, 'acc_per_byte': 0.24134078212290502, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.4482979067211046, 'logits_per_token_corr': -0.5910312200591552, 'logits_per_char_corr': -0.13914625382386925, 'bits_per_byte_corr': 0.20074561035011732, 'correct_prob': 0.12489239926611853, 'correct_prob_per_token': 0.5590883181519851, 'correct_prob_per_char': 0.8705720567073822, 'margin': -0.14447470677727428, 'margin_per_token': -0.09268909695105264, 'margin_per_char': -0.033544154866580495, 'total_prob': 0.5161868646374355, 'total_prob_per_token': 2.2478581735288317, 'total_prob_per_char': 3.4867349053918573, 'uncond_correct_prob': 3.6864921309679936e-09, 'uncond_correct_prob_per_token': 0.002440680119626898, 'uncond_correct_prob_per_char': 0.23442476158108064, 'uncond_total_prob': 1.5489686004462495e-08, 'norm_correct_prob': 0.2417969136760298, 'norm_correct_prob_per_token': 0.2487045148770656, 'norm_correct_prob_per_char': 0.2496802811735073, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.446092671039384, 'logits_per_token_corr': -0.8058854781615667, 'logits_per_char_corr': -0.19018201274953112, 'bits_per_byte_corr': 0.27437464666022726, 'correct_prob': 0.16239569665784648, 'correct_prob_per_token': 0.48327240885581985, 'correct_prob_per_char': 0.8301715912790474, 'margin': -0.329849982987543, 'margin_per_token': -0.2671264468797123, 'margin_per_char': -0.09694034823129052, 'total_prob': 0.6809626607265595, 'total_prob_per_token': 1.9558458844036941, 'total_prob_per_char': 3.3287296298805042, 'uncond_correct_prob': 8.382840461290634e-09, 'uncond_correct_prob_per_token': 0.00326618120553848, 'uncond_correct_prob_per_char': 0.2531127991362224, 'uncond_total_prob': 3.522169137696995e-08, 'norm_correct_prob': 0.23854876880060139, 'norm_correct_prob_per_token': 0.2470567124166766, 'norm_correct_prob_per_char': 0.24939401434834033, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 0.02346368715083799, 'predicted_index_per_token': 0.1664804469273743, 'predicted_index_per_char': 0.14972067039106146, 'predicted_index_per_byte': 3.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23575418994413408, 'acc_per_token': 0.2324022346368715, 'acc_per_char': 0.2346368715083799, 'acc_per_byte': 0.27262569832402234, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.6721048510274406, 'logits_per_token_corr': -0.6271219709887407, 'logits_per_char_corr': -0.1478634832755415, 'logits_per_byte_corr': 0.21332191405034512, 'correct_prob': 0.13559122459660244, 'correct_prob_per_token': 0.5475544001046726, 'correct_prob_per_char': 0.8638219313196308, 'margin': -0.16055945527377863, 'margin_per_token': -0.13346121190451107, 'margin_per_char': -0.05027364621485557, 'total_prob': 0.5697473540743686, 'total_prob_per_token': 2.220069877795532, 'total_prob_per_char': 3.4669439377961946, 'uncond_correct_prob': 2.2874481886642545e-08, 'uncond_correct_prob_per_token': 0.00379442701772123, 'uncond_correct_prob_per_char': 0.26444949957855873, 'uncond_total_prob': 9.61129191539049e-08, 'norm_correct_prob': 0.2391133764106846, 'norm_correct_prob_per_token': 0.24665762876962907, 'norm_correct_prob_per_char': 0.24915979165994748, 'primary_metric': 0.23575418994413408}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.14748603351955308, 'predicted_index_per_char': 0.10726256983240223, 'predicted_index_per_byte': 0.10726256983240223, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.24692737430167597, 'acc_per_char': 0.24581005586592178, 'acc_per_byte': 0.24581005586592178, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.60663774299888, 'logits_per_token_corr': -0.6338640278411312, 'logits_per_char_corr': -0.14916441751207843, 'bits_per_byte_corr': 0.215198765421921, 'correct_prob': 0.1047657642541513, 'correct_prob_per_token': 0.5352773982422548, 'correct_prob_per_char': 0.8618631267339371, 'margin': -0.12014841123953116, 'margin_per_token': -0.0841736540449011, 'margin_per_char': -0.03169808530628993, 'total_prob': 0.4324682411643727, 'total_prob_per_token': 2.150018052946453, 'total_prob_per_char': 3.451100114800282, 'uncond_correct_prob': 2.5913017169057652e-09, 'uncond_correct_prob_per_token': 0.002227019765410149, 'uncond_correct_prob_per_char': 0.22976501166905597, 'uncond_total_prob': 1.088798011534087e-08, 'norm_correct_prob': 0.24216664303766458, 'norm_correct_prob_per_token': 0.24894369665365276, 'norm_correct_prob_per_char': 0.24973454809244516, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.2444331199097234, 'logits_per_token_corr': -0.7637659848824115, 'logits_per_char_corr': -0.18016035334754632, 'bits_per_byte_corr': 0.2599164483394951, 'correct_prob': 0.1467416172365277, 'correct_prob_per_token': 0.4941950209119854, 'correct_prob_per_char': 0.8377095111104785, 'margin': -0.2858494549456403, 'margin_per_token': -0.23459271686785926, 'margin_per_char': -0.08501333244036115, 'total_prob': 0.6142349045785108, 'total_prob_per_token': 1.9954592919554581, 'total_prob_per_char': 3.357345834444293, 'uncond_correct_prob': 6.672711351437965e-09, 'uncond_correct_prob_per_token': 0.0031116299921948856, 'uncond_correct_prob_per_char': 0.24977654683564832, 'uncond_total_prob': 2.8036217831834298e-08, 'norm_correct_prob': 0.23892667734324605, 'norm_correct_prob_per_token': 0.24761862278800578, 'norm_correct_prob_per_char': 0.24951304754937695, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 0.0033519553072625698, 'predicted_index_per_token': 0.024581005586592177, 'predicted_index_per_char': 0.021229050279329607, 'predicted_index_per_byte': 3.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23910614525139665, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23575418994413408, 'acc_per_byte': 0.27262569832402234, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.789625895755917, 'logits_per_token_corr': -0.645462818245648, 'logits_per_char_corr': -0.1523370560000201, 'logits_per_byte_corr': 0.21977591523501117, 'correct_prob': 0.15050567873971907, 'correct_prob_per_token': 0.5446957471218923, 'correct_prob_per_char': 0.860616696157168, 'margin': -0.21088869529355259, 'margin_per_token': -0.17389147415737793, 'margin_per_char': -0.0645222889734926, 'total_prob': 0.6332420884873241, 'total_prob_per_token': 2.2133880030593556, 'total_prob_per_char': 3.4561253426470384, 'uncond_correct_prob': 2.6803985028787677e-08, 'uncond_correct_prob_per_token': 0.003870332266645826, 'uncond_correct_prob_per_char': 0.26580376715640064, 'uncond_total_prob': 1.1262423572824408e-07, 'norm_correct_prob': 0.23878476458578418, 'norm_correct_prob_per_token': 0.24609269262894182, 'norm_correct_prob_per_char': 0.24901057946960742, 'primary_metric': 0.23910614525139665}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.500989398143811, 'logits_per_token_corr': -0.6005348161834133, 'logits_per_char_corr': -0.14143293953158118, 'bits_per_byte_corr': 0.20404460048070738, 'correct_prob': 0.12616597706035965, 'correct_prob_per_token': 0.5549351638802438, 'correct_prob_per_char': 0.8686824465292271, 'margin': -0.15708313028056187, 'margin_per_token': -0.1054040517900269, 'margin_per_char': -0.03803420603282604, 'total_prob': 0.52255782758885, 'total_prob_per_token': 2.233496490187261, 'total_prob_per_char': 3.4800435183487886, 'uncond_correct_prob': 3.3428862384759896e-09, 'uncond_correct_prob_per_token': 0.0025373805963691443, 'uncond_correct_prob_per_char': 0.23619856494014307, 'uncond_total_prob': 1.4045699181154628e-08, 'norm_correct_prob': 0.24129869697315462, 'norm_correct_prob_per_token': 0.24844047741260092, 'norm_correct_prob_per_char': 0.24961701515264503, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 0.0, 'predicted_index_per_token': 0.0, 'predicted_index_per_char': 0.0, 'predicted_index_per_byte': 0.0, 'predicted_index_uncond': 1.0022346368715085, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23798882681564246, 'acc_per_token': 0.23798882681564246, 'acc_per_char': 0.23798882681564246, 'acc_per_byte': 0.23798882681564246, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -3.1779655787864876, 'logits_per_token_corr': -0.7503838320839561, 'logits_per_char_corr': -0.17697929666327628, 'bits_per_byte_corr': 0.2553271536363088, 'correct_prob': 0.15147069823052772, 'correct_prob_per_token': 0.5011193377509473, 'correct_prob_per_char': 0.8404115877320811, 'margin': -0.2932387796489377, 'margin_per_token': -0.23918111645174836, 'margin_per_char': -0.08634018172663047, 'total_prob': 0.6334232384252781, 'total_prob_per_token': 2.0210086974124337, 'total_prob_per_char': 3.3670937623128068, 'uncond_correct_prob': 6.289733468134147e-09, 'uncond_correct_prob_per_token': 0.0031167318702954496, 'uncond_correct_prob_per_char': 0.24970577395077165, 'uncond_total_prob': 2.6426951009762945e-08, 'norm_correct_prob': 0.23918243750014503, 'norm_correct_prob_per_token': 0.24792394058328593, 'norm_correct_prob_per_char': 0.24959390501217274, 'primary_metric': 0.23798882681564246}
|
90M
|
FineWeb-Pro
|
mmlu_moral_scenarios
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 0.013407821229050279, 'predicted_index_per_token': 0.0782122905027933, 'predicted_index_per_char': 0.06815642458100558, 'predicted_index_per_byte': 3.0, 'predicted_index_uncond': 1.0, 'correct_choice': 1.5541899441340783, 'acc_raw': 0.23910614525139665, 'acc_per_token': 0.2424581005586592, 'acc_per_char': 0.24022346368715083, 'acc_per_byte': 0.27262569832402234, 'acc_uncond': 0.2424581005586592, 'no_answer': 0.0, 'sum_logits_corr': -2.7083271493458883, 'logits_per_token_corr': -0.6340430396340192, 'logits_per_char_corr': -0.14952874416507367, 'logits_per_byte_corr': 0.21572437767746128, 'correct_prob': 0.13732500887327462, 'correct_prob_per_token': 0.5447447789704842, 'correct_prob_per_char': 0.862458735331212, 'margin': -0.17894388583978896, 'margin_per_token': -0.146216077277372, 'margin_per_char': -0.054501236507331866, 'total_prob': 0.577544624247767, 'total_prob_per_token': 2.2092345872349908, 'total_prob_per_char': 3.4616349920852962, 'uncond_correct_prob': 1.1277466768743902e-08, 'uncond_correct_prob_per_token': 0.0034943573112784943, 'uncond_correct_prob_per_char': 0.25951566706989904, 'uncond_total_prob': 4.738412086529458e-08, 'norm_correct_prob': 0.2390286913953822, 'norm_correct_prob_per_token': 0.24658921576565154, 'norm_correct_prob_per_char': 0.2491473814851295, 'primary_metric': 0.23910614525139665}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.565359477124183, 'predicted_index_per_token': 1.4183006535947713, 'predicted_index_per_char': 1.5392156862745099, 'predicted_index_per_byte': 1.5490196078431373, 'predicted_index_uncond': 1.5784313725490196, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.16666666666666666, 'acc_per_token': 0.1895424836601307, 'acc_per_char': 0.22875816993464052, 'acc_per_byte': 0.23202614379084968, 'acc_uncond': 0.26143790849673204, 'no_answer': 0.0, 'sum_logits_corr': -110.56912985346676, 'logits_per_token_corr': -10.967415650892411, 'logits_per_char_corr': -2.5081219708948006, 'bits_per_byte_corr': 3.6166321712423115, 'correct_prob': 5.305791265637981e-07, 'correct_prob_per_token': 1.7518662455978996e-05, 'correct_prob_per_char': 0.11206264023715913, 'margin': -1.1764676172470361e-06, 'margin_per_token': -2.96701555590592e-06, 'margin_per_char': -0.03784563460027691, 'total_prob': 3.1304241265664518e-06, 'total_prob_per_token': 7.114269248598464e-05, 'total_prob_per_char': 0.45880944607924845, 'uncond_correct_prob': 6.839898687400647e-07, 'uncond_correct_prob_per_token': 1.774157581062103e-05, 'uncond_correct_prob_per_char': 0.11221745192151043, 'uncond_total_prob': 3.5924594164386073e-06, 'norm_correct_prob': 0.1769404793279357, 'norm_correct_prob_per_token': 0.24687805405239296, 'norm_correct_prob_per_char': 0.24745441570707996, 'primary_metric': 0.16666666666666666}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5294117647058822, 'predicted_index_per_token': 1.522875816993464, 'predicted_index_per_char': 1.5751633986928104, 'predicted_index_per_byte': 1.5751633986928104, 'predicted_index_uncond': 1.591503267973856, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.17973856209150327, 'acc_per_token': 0.23202614379084968, 'acc_per_char': 0.24836601307189543, 'acc_per_byte': 0.24836601307189543, 'acc_uncond': 0.2222222222222222, 'no_answer': 0.0, 'sum_logits_corr': -110.53732368369508, 'logits_per_token_corr': -10.967511233609319, 'logits_per_char_corr': -2.5105043701158896, 'bits_per_byte_corr': 3.6200602026083852, 'correct_prob': 4.560793008258323e-07, 'correct_prob_per_token': 1.754492717723037e-05, 'correct_prob_per_char': 0.11228870321540892, 'margin': -1.5373752009981912e-06, 'margin_per_token': -3.1956376380502124e-06, 'margin_per_char': -0.03836715114517398, 'total_prob': 3.343723331945666e-06, 'total_prob_per_token': 7.141396861096428e-05, 'total_prob_per_char': 0.45954183824554273, 'uncond_correct_prob': 5.77431038493231e-07, 'uncond_correct_prob_per_token': 1.8590372924079322e-05, 'uncond_correct_prob_per_char': 0.11343399227911481, 'uncond_total_prob': 3.1475801433160888e-06, 'norm_correct_prob': 0.17774705934619459, 'norm_correct_prob_per_token': 0.24646628165173012, 'norm_correct_prob_per_char': 0.24755351707173767, 'primary_metric': 0.17973856209150327}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.6013071895424837, 'predicted_index_per_token': 1.6437908496732025, 'predicted_index_per_char': 1.542483660130719, 'predicted_index_per_byte': 1.4803921568627452, 'predicted_index_uncond': 1.4901960784313726, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.18627450980392157, 'acc_per_token': 0.2875816993464052, 'acc_per_char': 0.24509803921568626, 'acc_per_byte': 0.26143790849673204, 'acc_uncond': 0.31699346405228757, 'no_answer': 0.0, 'sum_logits_corr': -109.6686644055485, 'logits_per_token_corr': -10.896075136428458, 'logits_per_char_corr': -2.497236079718192, 'logits_per_byte_corr': 3.600939689296407, 'correct_prob': 5.204760893503327e-07, 'correct_prob_per_token': 1.891638659366663e-05, 'correct_prob_per_char': 0.11395714319065547, 'margin': -1.7103195305275443e-06, 'margin_per_token': -2.6820262191336443e-06, 'margin_per_char': -0.03695833453648443, 'total_prob': 3.6678801891470327e-06, 'total_prob_per_token': 7.468074926535459e-05, 'total_prob_per_char': 0.46357295217432537, 'uncond_correct_prob': 4.989326195422324e-07, 'uncond_correct_prob_per_token': 1.8580234952520877e-05, 'uncond_correct_prob_per_char': 0.11333608379475042, 'uncond_total_prob': 3.303650517745291e-06, 'norm_correct_prob': 0.18412890357714923, 'norm_correct_prob_per_token': 0.25362354992931213, 'norm_correct_prob_per_char': 0.24868897391225278, 'primary_metric': 0.18627450980392157}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5098039215686274, 'predicted_index_per_token': 1.3954248366013071, 'predicted_index_per_char': 1.4803921568627452, 'predicted_index_per_byte': 1.4803921568627452, 'predicted_index_uncond': 1.5588235294117647, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.17647058823529413, 'acc_per_token': 0.24836601307189543, 'acc_per_char': 0.24183006535947713, 'acc_per_byte': 0.24183006535947713, 'acc_uncond': 0.23529411764705882, 'no_answer': 0.0, 'sum_logits_corr': -44.16646987472485, 'logits_per_token_corr': -4.768612970488108, 'logits_per_char_corr': -1.0841207924919174, 'bits_per_byte_corr': 1.5633310762419337, 'correct_prob': 0.00010481118581967433, 'correct_prob_per_token': 0.01858832349667765, 'correct_prob_per_char': 0.3837742290069378, 'margin': -0.00012883652253398942, 'margin_per_token': -0.012448006639528403, 'margin_per_char': -0.06913567311215157, 'total_prob': 0.000414266160109094, 'total_prob_per_token': 0.0724413586726669, 'total_prob_per_char': 1.5267576260695688, 'uncond_correct_prob': 1.6473536231562466e-05, 'uncond_correct_prob_per_token': 0.007678739334547492, 'uncond_correct_prob_per_char': 0.3196886195095034, 'uncond_total_prob': 9.781987490088497e-05, 'norm_correct_prob': 0.18701045499070842, 'norm_correct_prob_per_token': 0.2610691005557587, 'norm_correct_prob_per_char': 0.25408177279567484, 'primary_metric': 0.17647058823529413}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5196078431372548, 'predicted_index_per_token': 1.4901960784313726, 'predicted_index_per_char': 1.4901960784313726, 'predicted_index_per_byte': 1.4901960784313726, 'predicted_index_uncond': 1.4934640522875817, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.19607843137254902, 'acc_per_token': 0.30718954248366015, 'acc_per_char': 0.2973856209150327, 'acc_per_byte': 0.2973856209150327, 'acc_uncond': 0.2875816993464052, 'no_answer': 0.0, 'sum_logits_corr': -43.72910748120227, 'logits_per_token_corr': -4.688095897768482, 'logits_per_char_corr': -1.0724941505585712, 'bits_per_byte_corr': 1.5465638729202524, 'correct_prob': 0.00019699235326407346, 'correct_prob_per_token': 0.01975065460386531, 'correct_prob_per_char': 0.38962819062354864, 'margin': -0.00023180710204797405, 'margin_per_token': -0.011527555517964081, 'margin_per_char': -0.06255049336813617, 'total_prob': 0.0008457723319089621, 'total_prob_per_token': 0.07557751194284655, 'total_prob_per_char': 1.5358555914790943, 'uncond_correct_prob': 1.2013272649967689e-05, 'uncond_correct_prob_per_token': 0.007064931929408329, 'uncond_correct_prob_per_char': 0.3161008795395462, 'uncond_total_prob': 6.678439631528491e-05, 'norm_correct_prob': 0.20080566214149717, 'norm_correct_prob_per_token': 0.2747063365965432, 'norm_correct_prob_per_char': 0.2569664952900693, 'primary_metric': 0.19607843137254902}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.5163398692810457, 'predicted_index_per_token': 1.4673202614379084, 'predicted_index_per_char': 1.5098039215686274, 'predicted_index_per_byte': 1.6176470588235294, 'predicted_index_uncond': 1.522875816993464, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.1895424836601307, 'acc_per_token': 0.26143790849673204, 'acc_per_char': 0.2679738562091503, 'acc_per_byte': 0.21895424836601307, 'acc_uncond': 0.30718954248366015, 'no_answer': 0.0, 'sum_logits_corr': -44.909429029701585, 'logits_per_token_corr': -4.892791450837983, 'logits_per_char_corr': -1.1165521488289623, 'logits_per_byte_corr': 1.610102094310005, 'correct_prob': 2.7409651481182394e-05, 'correct_prob_per_token': 0.01718131788751343, 'correct_prob_per_char': 0.3752681540636105, 'margin': -3.5041944604962635e-05, 'margin_per_token': -0.009857161960861005, 'margin_per_char': -0.06127752123597498, 'total_prob': 0.00011866336504413243, 'total_prob_per_token': 0.06372950146600366, 'total_prob_per_char': 1.4801723319384914, 'uncond_correct_prob': 4.838729069880466e-06, 'uncond_correct_prob_per_token': 0.007002805849468705, 'uncond_correct_prob_per_char': 0.31333210937951134, 'uncond_total_prob': 2.6053686949951736e-05, 'norm_correct_prob': 0.1950013804112747, 'norm_correct_prob_per_token': 0.26837942506922546, 'norm_correct_prob_per_char': 0.2564339792147141, 'primary_metric': 0.1895424836601307}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 2,500 |
small aux 2
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.4313725490196079, 'predicted_index_per_char': 1.4150326797385622, 'predicted_index_per_byte': 1.4183006535947713, 'predicted_index_uncond': 1.3823529411764706, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.20261437908496732, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.28104575163398693, 'no_answer': 0.0, 'sum_logits_corr': -40.723810330715054, 'logits_per_token_corr': -4.368499628113711, 'logits_per_char_corr': -0.9927363439462091, 'bits_per_byte_corr': 1.4315468676566148, 'correct_prob': 0.00027898381042560527, 'correct_prob_per_token': 0.025635030545868197, 'correct_prob_per_char': 0.41433278987646704, 'margin': -0.0004930907829531991, 'margin_per_token': -0.015239696483042062, 'margin_per_char': -0.06423019154085884, 'total_prob': 0.001352146244325081, 'total_prob_per_token': 0.09961857884704875, 'total_prob_per_char': 1.6377047025396472, 'uncond_correct_prob': 5.441887529057958e-06, 'uncond_correct_prob_per_token': 0.010184354948534246, 'uncond_correct_prob_per_char': 0.34177726879309905, 'uncond_total_prob': 3.920998947568895e-05, 'norm_correct_prob': 0.20499680731050612, 'norm_correct_prob_per_token': 0.27153967352337627, 'norm_correct_prob_per_char': 0.25688305896982044, 'primary_metric': 0.20261437908496732}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 2,500 |
small aux 3
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5032679738562091, 'predicted_index_per_token': 1.4379084967320261, 'predicted_index_per_char': 1.5163398692810457, 'predicted_index_per_byte': 1.5163398692810457, 'predicted_index_uncond': 1.4705882352941178, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.20261437908496732, 'acc_per_token': 0.2908496732026144, 'acc_per_char': 0.26143790849673204, 'acc_per_byte': 0.26143790849673204, 'acc_uncond': 0.28104575163398693, 'no_answer': 0.0, 'sum_logits_corr': -41.350137528251196, 'logits_per_token_corr': -4.512094220072888, 'logits_per_char_corr': -1.0239591266106716, 'bits_per_byte_corr': 1.476548404724376, 'correct_prob': 8.769131809045778e-05, 'correct_prob_per_token': 0.0225686350742552, 'correct_prob_per_char': 0.4040092554610384, 'margin': -8.599778289094884e-05, 'margin_per_token': -0.012637159415417236, 'margin_per_char': -0.0636288338354204, 'total_prob': 0.00035520447808905323, 'total_prob_per_token': 0.08548944905896587, 'total_prob_per_char': 1.5938949617633436, 'uncond_correct_prob': 9.295254976845823e-06, 'uncond_correct_prob_per_token': 0.009659171249219225, 'uncond_correct_prob_per_char': 0.3365641354301783, 'uncond_total_prob': 5.124406410652978e-05, 'norm_correct_prob': 0.2031104364999704, 'norm_correct_prob_per_token': 0.2737662448693183, 'norm_correct_prob_per_char': 0.2565282490013554, 'primary_metric': 0.20261437908496732}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 2,500 |
default
|
5xC
| 819,200,000 | 481,427,324,928,000,000 |
{'predicted_index_raw': 1.5130718954248366, 'predicted_index_per_token': 1.4542483660130718, 'predicted_index_per_char': 1.5457516339869282, 'predicted_index_per_byte': 1.4803921568627452, 'predicted_index_uncond': 1.5555555555555556, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.24836601307189543, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.19934640522875818, 'acc_uncond': 0.31699346405228757, 'no_answer': 0.0, 'sum_logits_corr': -41.33335010054844, 'logits_per_token_corr': -4.4215477311898885, 'logits_per_char_corr': -0.9969527298244949, 'logits_per_byte_corr': 1.4376094003276934, 'correct_prob': 0.00017249251491508472, 'correct_prob_per_token': 0.022578878056003594, 'correct_prob_per_char': 0.4073509332955, 'margin': -0.0003567373655304863, 'margin_per_token': -0.015048472545376834, 'margin_per_char': -0.06369006598366572, 'total_prob': 0.0008440889107605194, 'total_prob_per_token': 0.08980427792806994, 'total_prob_per_char': 1.6119756498378461, 'uncond_correct_prob': 7.780648247711754e-06, 'uncond_correct_prob_per_token': 0.009157753505540317, 'uncond_correct_prob_per_char': 0.3365233573064181, 'uncond_total_prob': 3.6245764041974744e-05, 'norm_correct_prob': 0.21532054077032448, 'norm_correct_prob_per_token': 0.2678752671426311, 'norm_correct_prob_per_char': 0.2568761037767692, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 3,750 |
small aux 2
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.542483660130719, 'predicted_index_per_token': 1.4967320261437909, 'predicted_index_per_char': 1.4901960784313726, 'predicted_index_per_byte': 1.4901960784313726, 'predicted_index_uncond': 1.434640522875817, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.238562091503268, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.30392156862745096, 'acc_per_byte': 0.30392156862745096, 'acc_uncond': 0.3202614379084967, 'no_answer': 0.0, 'sum_logits_corr': -39.61937756943547, 'logits_per_token_corr': -4.3021936878487965, 'logits_per_char_corr': -0.9800499657066504, 'bits_per_byte_corr': 1.413275002367306, 'correct_prob': 0.00019998309599195095, 'correct_prob_per_token': 0.02778157570650987, 'correct_prob_per_char': 0.42081273866743957, 'margin': -5.755259837005573e-05, 'margin_per_token': -0.012754865653432632, 'margin_per_char': -0.055853155881189116, 'total_prob': 0.0005548491180226383, 'total_prob_per_token': 0.10094850814992196, 'total_prob_per_char': 1.6447204066932257, 'uncond_correct_prob': 4.359177354108988e-06, 'uncond_correct_prob_per_token': 0.011150175051421548, 'uncond_correct_prob_per_char': 0.3475049595346475, 'uncond_total_prob': 3.159294790307555e-05, 'norm_correct_prob': 0.23655720883587997, 'norm_correct_prob_per_token': 0.28381453586833616, 'norm_correct_prob_per_char': 0.25986598369648667, 'primary_metric': 0.238562091503268}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 3,750 |
small aux 3
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.5620915032679739, 'predicted_index_per_token': 1.477124183006536, 'predicted_index_per_char': 1.5490196078431373, 'predicted_index_per_byte': 1.5490196078431373, 'predicted_index_uncond': 1.5326797385620916, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.2222222222222222, 'acc_per_token': 0.27124183006535946, 'acc_per_char': 0.2908496732026144, 'acc_per_byte': 0.2908496732026144, 'acc_uncond': 0.3006535947712418, 'no_answer': 0.0, 'sum_logits_corr': -39.58641466128281, 'logits_per_token_corr': -4.212636184841395, 'logits_per_char_corr': -0.9475989211620736, 'bits_per_byte_corr': 1.3665002954752725, 'correct_prob': 0.0006714744884673659, 'correct_prob_per_token': 0.03070280410007099, 'correct_prob_per_char': 0.4279626686856307, 'margin': -0.0006056448697775962, 'margin_per_token': -0.016001842834706993, 'margin_per_char': -0.06276053902202713, 'total_prob': 0.002435977671511862, 'total_prob_per_token': 0.11554964391014717, 'total_prob_per_char': 1.6845896546600256, 'uncond_correct_prob': 3.547897927122136e-06, 'uncond_correct_prob_per_token': 0.010375304931674639, 'uncond_correct_prob_per_char': 0.3416632294030158, 'uncond_total_prob': 2.020444841790047e-05, 'norm_correct_prob': 0.21840548549366107, 'norm_correct_prob_per_token': 0.2745364503980365, 'norm_correct_prob_per_char': 0.2579402573480776, 'primary_metric': 0.2222222222222222}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 3,750 |
default
|
5xC
| 1,228,800,000 | 722,140,987,392,000,000 |
{'predicted_index_raw': 1.477124183006536, 'predicted_index_per_token': 1.4215686274509804, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5620915032679739, 'predicted_index_uncond': 1.5098039215686274, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.2222222222222222, 'acc_per_token': 0.28431372549019607, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.21895424836601307, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -39.3072436853172, 'logits_per_token_corr': -4.149573217288241, 'logits_per_char_corr': -0.940385404143784, 'logits_per_byte_corr': 1.3561071665262496, 'correct_prob': 0.0003533267826832118, 'correct_prob_per_token': 0.03021497708736932, 'correct_prob_per_char': 0.43133789033223635, 'margin': -0.000894062700082749, 'margin_per_token': -0.01686730701884944, 'margin_per_char': -0.062238567979350054, 'total_prob': 0.001956373252198011, 'total_prob_per_token': 0.11525879735449154, 'total_prob_per_char': 1.6977791651067191, 'uncond_correct_prob': 5.762626825124666e-06, 'uncond_correct_prob_per_token': 0.010898540585734055, 'uncond_correct_prob_per_char': 0.3422915782429978, 'uncond_total_prob': 3.4202275309814946e-05, 'norm_correct_prob': 0.22199418009321745, 'norm_correct_prob_per_token': 0.2733564743368372, 'norm_correct_prob_per_char': 0.2577644646778988, 'primary_metric': 0.2222222222222222}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 6,250 |
small aux 2
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5294117647058822, 'predicted_index_per_token': 1.4673202614379084, 'predicted_index_per_char': 1.526143790849673, 'predicted_index_per_byte': 1.526143790849673, 'predicted_index_uncond': 1.4705882352941178, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.2222222222222222, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.2875816993464052, 'acc_uncond': 0.28431372549019607, 'no_answer': 0.0, 'sum_logits_corr': -37.885250130510016, 'logits_per_token_corr': -4.057920416738181, 'logits_per_char_corr': -0.9142660917586793, 'bits_per_byte_corr': 1.3184308711167991, 'correct_prob': 0.0003768754633360118, 'correct_prob_per_token': 0.034494514399115724, 'correct_prob_per_char': 0.44030351819900054, 'margin': -0.0005200301199890408, 'margin_per_token': -0.016892136133918424, 'margin_per_char': -0.06183397501150014, 'total_prob': 0.0015159396844874192, 'total_prob_per_token': 0.12768222809247973, 'total_prob_per_char': 1.7301995726667736, 'uncond_correct_prob': 3.3303457169554827e-06, 'uncond_correct_prob_per_token': 0.011327700731204402, 'uncond_correct_prob_per_char': 0.34503244046280834, 'uncond_total_prob': 2.625356500418466e-05, 'norm_correct_prob': 0.21784216574126708, 'norm_correct_prob_per_token': 0.27565361785083203, 'norm_correct_prob_per_char': 0.2574554959945861, 'primary_metric': 0.2222222222222222}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 6,250 |
small aux 3
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.5490196078431373, 'predicted_index_per_token': 1.4019607843137254, 'predicted_index_per_char': 1.4901960784313726, 'predicted_index_per_byte': 1.4901960784313726, 'predicted_index_uncond': 1.392156862745098, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21241830065359477, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.2875816993464052, 'acc_uncond': 0.25163398692810457, 'no_answer': 0.0, 'sum_logits_corr': -38.212041062467236, 'logits_per_token_corr': -4.058670562205539, 'logits_per_char_corr': -0.9125612547752326, 'bits_per_byte_corr': 1.3160316017299267, 'correct_prob': 0.0009497850791405152, 'correct_prob_per_token': 0.03509045436610633, 'correct_prob_per_char': 0.4406911724595604, 'margin': -0.0008118341757573525, 'margin_per_token': -0.017900096336547044, 'margin_per_char': -0.062321085831581066, 'total_prob': 0.003504986930536736, 'total_prob_per_token': 0.13246946770501894, 'total_prob_per_char': 1.7367153607401595, 'uncond_correct_prob': 6.167351956478017e-06, 'uncond_correct_prob_per_token': 0.011551840154844298, 'uncond_correct_prob_per_char': 0.34888509891389946, 'uncond_total_prob': 3.7854357134242413e-05, 'norm_correct_prob': 0.21377663982367687, 'norm_correct_prob_per_token': 0.2741662306819311, 'norm_correct_prob_per_char': 0.25698595335126473, 'primary_metric': 0.21241830065359477}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 6,250 |
default
|
5xC
| 2,048,000,000 | 1,203,568,312,320,000,000 |
{'predicted_index_raw': 1.4836601307189543, 'predicted_index_per_token': 1.3856209150326797, 'predicted_index_per_char': 1.4477124183006536, 'predicted_index_per_byte': 1.6176470588235294, 'predicted_index_uncond': 1.5, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21895424836601307, 'acc_per_token': 0.2875816993464052, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.21241830065359477, 'acc_uncond': 0.28104575163398693, 'no_answer': 0.0, 'sum_logits_corr': -38.13453581520155, 'logits_per_token_corr': -4.023370461992879, 'logits_per_char_corr': -0.9133254994617563, 'logits_per_byte_corr': 1.317079064106351, 'correct_prob': 0.0013131940506789955, 'correct_prob_per_token': 0.03685354184944374, 'correct_prob_per_char': 0.4448323408868804, 'margin': -0.0019208695826544871, 'margin_per_token': -0.0209839428802574, 'margin_per_char': -0.06357943932586733, 'total_prob': 0.005736445490230895, 'total_prob_per_token': 0.14095182187916044, 'total_prob_per_char': 1.7495124351293623, 'uncond_correct_prob': 5.409951640381263e-06, 'uncond_correct_prob_per_token': 0.011604048875338892, 'uncond_correct_prob_per_char': 0.3483108943142186, 'uncond_total_prob': 3.0310686880666768e-05, 'norm_correct_prob': 0.22042777653811052, 'norm_correct_prob_per_token': 0.27312366104802077, 'norm_correct_prob_per_char': 0.25821963058056496, 'primary_metric': 0.21895424836601307}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 7,500 |
small aux 2
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5065359477124183, 'predicted_index_per_token': 1.4183006535947713, 'predicted_index_per_char': 1.4607843137254901, 'predicted_index_per_byte': 1.4607843137254901, 'predicted_index_uncond': 1.4313725490196079, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21895424836601307, 'acc_per_token': 0.29411764705882354, 'acc_per_char': 0.27450980392156865, 'acc_per_byte': 0.27450980392156865, 'acc_uncond': 0.29411764705882354, 'no_answer': 0.0, 'sum_logits_corr': -37.53685054592058, 'logits_per_token_corr': -3.998264223979596, 'logits_per_char_corr': -0.9002397627777438, 'bits_per_byte_corr': 1.2982173944682385, 'correct_prob': 0.0008657040301509858, 'correct_prob_per_token': 0.037500248846261935, 'correct_prob_per_char': 0.4461102425470644, 'margin': -0.0004703766544003297, 'margin_per_token': -0.0186274005044977, 'margin_per_char': -0.0633474483723769, 'total_prob': 0.0026599232460286274, 'total_prob_per_token': 0.14028121969383325, 'total_prob_per_char': 1.761606254819669, 'uncond_correct_prob': 3.2986981358428338e-06, 'uncond_correct_prob_per_token': 0.012266198091191888, 'uncond_correct_prob_per_char': 0.35015343821547257, 'uncond_total_prob': 2.3162409697102232e-05, 'norm_correct_prob': 0.2197918194985636, 'norm_correct_prob_per_token': 0.27309129581365144, 'norm_correct_prob_per_char': 0.256912242998268, 'primary_metric': 0.21895424836601307}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 7,500 |
small aux 3
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.457516339869281, 'predicted_index_per_char': 1.4379084967320261, 'predicted_index_per_byte': 1.4379084967320261, 'predicted_index_uncond': 1.3790849673202614, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22549019607843138, 'acc_per_token': 0.30718954248366015, 'acc_per_char': 0.29411764705882354, 'acc_per_byte': 0.29411764705882354, 'acc_uncond': 0.29411764705882354, 'no_answer': 0.0, 'sum_logits_corr': -37.67672989493102, 'logits_per_token_corr': -3.979889958028272, 'logits_per_char_corr': -0.896406158809464, 'bits_per_byte_corr': 1.2926559867576026, 'correct_prob': 0.0015164561060285687, 'correct_prob_per_token': 0.038445927710255574, 'correct_prob_per_char': 0.4478653790292907, 'margin': -0.0007135215777267807, 'margin_per_token': -0.019596668790149593, 'margin_per_char': -0.06314988526597051, 'total_prob': 0.004997459365673758, 'total_prob_per_token': 0.14415333223806734, 'total_prob_per_char': 1.7634998171525484, 'uncond_correct_prob': 1.850766920114555e-05, 'uncond_correct_prob_per_token': 0.011641890939152619, 'uncond_correct_prob_per_char': 0.35087610856036516, 'uncond_total_prob': 0.00012511336000313626, 'norm_correct_prob': 0.22834607395510167, 'norm_correct_prob_per_token': 0.277054177586063, 'norm_correct_prob_per_char': 0.25785976439624064, 'primary_metric': 0.22549019607843138}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 7,500 |
default
|
5xC
| 2,457,600,000 | 1,444,281,974,784,000,000 |
{'predicted_index_raw': 1.4869281045751634, 'predicted_index_per_token': 1.4215686274509804, 'predicted_index_per_char': 1.4869281045751634, 'predicted_index_per_byte': 1.607843137254902, 'predicted_index_uncond': 1.5326797385620916, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21568627450980393, 'acc_per_token': 0.28431372549019607, 'acc_per_char': 0.27450980392156865, 'acc_per_byte': 0.20588235294117646, 'acc_uncond': 0.27124183006535946, 'no_answer': 0.0, 'sum_logits_corr': -37.6250144305572, 'logits_per_token_corr': -3.971358997946211, 'logits_per_char_corr': -0.8967071218105613, 'logits_per_byte_corr': 1.2931005746351147, 'correct_prob': 0.0011156295108565657, 'correct_prob_per_token': 0.037941766296693415, 'correct_prob_per_char': 0.4484744274342713, 'margin': -0.0015005906979310808, 'margin_per_token': -0.019301932209281968, 'margin_per_char': -0.06579227162260902, 'total_prob': 0.004629591891355335, 'total_prob_per_token': 0.14294110059861717, 'total_prob_per_char': 1.7668020300993057, 'uncond_correct_prob': 8.515017974338197e-06, 'uncond_correct_prob_per_token': 0.01208435626165493, 'uncond_correct_prob_per_char': 0.35126367592723384, 'uncond_total_prob': 4.76754094698316e-05, 'norm_correct_prob': 0.21811350036931204, 'norm_correct_prob_per_token': 0.2746392185694013, 'norm_correct_prob_per_char': 0.257107735446162, 'primary_metric': 0.21568627450980393}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 8,750 |
small aux 2
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.4967320261437909, 'predicted_index_per_token': 1.4052287581699345, 'predicted_index_per_char': 1.4934640522875817, 'predicted_index_per_byte': 1.4934640522875817, 'predicted_index_uncond': 1.4705882352941178, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21241830065359477, 'acc_per_token': 0.2875816993464052, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.3202614379084967, 'no_answer': 0.0, 'sum_logits_corr': -37.32583104940801, 'logits_per_token_corr': -4.005474197791018, 'logits_per_char_corr': -0.9003754411916758, 'bits_per_byte_corr': 1.2983599693475314, 'correct_prob': 0.00034465674076287084, 'correct_prob_per_token': 0.03504715117748316, 'correct_prob_per_char': 0.4444849664590826, 'margin': -0.00017835295083182842, 'margin_per_token': -0.01838675812418491, 'margin_per_char': -0.0617499471137855, 'total_prob': 0.0011577077800015054, 'total_prob_per_token': 0.1327740162682447, 'total_prob_per_char': 1.7532987370861521, 'uncond_correct_prob': 5.219128545696063e-06, 'uncond_correct_prob_per_token': 0.012863232529914132, 'uncond_correct_prob_per_char': 0.35719969237081567, 'uncond_total_prob': 3.929426581998291e-05, 'norm_correct_prob': 0.2011624331399863, 'norm_correct_prob_per_token': 0.27278963398616685, 'norm_correct_prob_per_char': 0.25684102489777044, 'primary_metric': 0.21241830065359477}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 8,750 |
small aux 3
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.3954248366013071, 'predicted_index_per_token': 1.3431372549019607, 'predicted_index_per_char': 1.4019607843137254, 'predicted_index_per_byte': 1.4019607843137254, 'predicted_index_uncond': 1.3888888888888888, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.2875816993464052, 'acc_uncond': 0.2581699346405229, 'no_answer': 0.0, 'sum_logits_corr': -37.424986194940956, 'logits_per_token_corr': -3.967913675098065, 'logits_per_char_corr': -0.8967212280500656, 'bits_per_byte_corr': 1.2931159521765514, 'correct_prob': 0.0008340340721126658, 'correct_prob_per_token': 0.03789987945020345, 'correct_prob_per_char': 0.44922689907475183, 'margin': -0.0007535235336048889, 'margin_per_token': -0.019463900567963776, 'margin_per_char': -0.0617212898293007, 'total_prob': 0.0031525832567335975, 'total_prob_per_token': 0.143477568287969, 'total_prob_per_char': 1.7726391919473194, 'uncond_correct_prob': 3.2707620506201775e-06, 'uncond_correct_prob_per_token': 0.01162327092541245, 'uncond_correct_prob_per_char': 0.34883017248633386, 'uncond_total_prob': 2.394794483063871e-05, 'norm_correct_prob': 0.22529643540596161, 'norm_correct_prob_per_token': 0.2731211136685914, 'norm_correct_prob_per_char': 0.2570660404731902, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 8,750 |
default
|
5xC
| 2,867,200,000 | 1,684,995,637,248,000,000 |
{'predicted_index_raw': 1.5196078431372548, 'predicted_index_per_token': 1.3954248366013071, 'predicted_index_per_char': 1.457516339869281, 'predicted_index_per_byte': 1.5490196078431373, 'predicted_index_uncond': 1.4967320261437909, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.20915032679738563, 'acc_per_token': 0.28104575163398693, 'acc_per_char': 0.29411764705882354, 'acc_per_byte': 0.21895424836601307, 'acc_uncond': 0.30392156862745096, 'no_answer': 0.0, 'sum_logits_corr': -37.40131096201005, 'logits_per_token_corr': -4.016588108024271, 'logits_per_char_corr': -0.9090867122084285, 'logits_per_byte_corr': 1.310940317397729, 'correct_prob': 0.0011634334857889765, 'correct_prob_per_token': 0.03729091721664837, 'correct_prob_per_char': 0.4458797260402865, 'margin': -0.0005615394648314274, 'margin_per_token': -0.016704929149534392, 'margin_per_char': -0.05760251856683972, 'total_prob': 0.003619249513656875, 'total_prob_per_token': 0.13859419915712123, 'total_prob_per_char': 1.7488455689229425, 'uncond_correct_prob': 8.465044160748901e-06, 'uncond_correct_prob_per_token': 0.012667043398254184, 'uncond_correct_prob_per_char': 0.35519802016322943, 'uncond_total_prob': 4.648857485505353e-05, 'norm_correct_prob': 0.2144457093971848, 'norm_correct_prob_per_token': 0.2759378633999446, 'norm_correct_prob_per_char': 0.2586150387181548, 'primary_metric': 0.20915032679738563}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 10,000 |
small aux 2
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.4967320261437909, 'predicted_index_per_token': 1.408496732026144, 'predicted_index_per_char': 1.4509803921568627, 'predicted_index_per_byte': 1.4509803921568627, 'predicted_index_uncond': 1.5490196078431373, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21568627450980393, 'acc_per_token': 0.2647058823529412, 'acc_per_char': 0.24836601307189543, 'acc_per_byte': 0.24836601307189543, 'acc_uncond': 0.28431372549019607, 'no_answer': 0.0, 'sum_logits_corr': -37.01673257000306, 'logits_per_token_corr': -3.8944948325357536, 'logits_per_char_corr': -0.8749610057937961, 'bits_per_byte_corr': 1.2617415832776684, 'correct_prob': 0.0017298074769421736, 'correct_prob_per_token': 0.04232319522707364, 'correct_prob_per_char': 0.4555563197853071, 'margin': -0.0014541991595584728, 'margin_per_token': -0.02293408609032095, 'margin_per_char': -0.07074723762309085, 'total_prob': 0.006267685618847855, 'total_prob_per_token': 0.1618640333244611, 'total_prob_per_char': 1.8132673734004319, 'uncond_correct_prob': 1.263280785023428e-05, 'uncond_correct_prob_per_token': 0.012464683720225769, 'uncond_correct_prob_per_char': 0.3550819234688262, 'uncond_total_prob': 7.240861958183877e-05, 'norm_correct_prob': 0.21029910887862094, 'norm_correct_prob_per_token': 0.26202084413536475, 'norm_correct_prob_per_char': 0.25423617119770847, 'primary_metric': 0.21568627450980393}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 10,000 |
small aux 3
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.4967320261437909, 'predicted_index_per_token': 1.3627450980392157, 'predicted_index_per_char': 1.5522875816993464, 'predicted_index_per_byte': 1.5522875816993464, 'predicted_index_uncond': 1.4411764705882353, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21895424836601307, 'acc_per_token': 0.2581699346405229, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.28104575163398693, 'acc_uncond': 0.30718954248366015, 'no_answer': 0.0, 'sum_logits_corr': -37.225521057259805, 'logits_per_token_corr': -3.9270885212862954, 'logits_per_char_corr': -0.8775176577553501, 'bits_per_byte_corr': 1.2654282478706824, 'correct_prob': 0.0013362025802472369, 'correct_prob_per_token': 0.03916532842501349, 'correct_prob_per_char': 0.45152698642054095, 'margin': -0.0014308864267083144, 'margin_per_token': -0.021865571737960617, 'margin_per_char': -0.06467371101564513, 'total_prob': 0.005126920777445119, 'total_prob_per_token': 0.15136632961014107, 'total_prob_per_char': 1.7873465979794747, 'uncond_correct_prob': 9.739084480064238e-06, 'uncond_correct_prob_per_token': 0.012106288353147891, 'uncond_correct_prob_per_char': 0.35324537200167716, 'uncond_total_prob': 5.11120778193636e-05, 'norm_correct_prob': 0.21570385203328687, 'norm_correct_prob_per_token': 0.2698879846974238, 'norm_correct_prob_per_char': 0.25624235139118684, 'primary_metric': 0.21895424836601307}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 10,000 |
default
|
5xC
| 3,276,800,000 | 1,925,709,299,712,000,000 |
{'predicted_index_raw': 1.4869281045751634, 'predicted_index_per_token': 1.4281045751633987, 'predicted_index_per_char': 1.4150326797385622, 'predicted_index_per_byte': 1.5718954248366013, 'predicted_index_uncond': 1.4379084967320261, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.31699346405228757, 'acc_per_char': 0.3006535947712418, 'acc_per_byte': 0.22875816993464052, 'acc_uncond': 0.2973856209150327, 'no_answer': 0.0, 'sum_logits_corr': -36.87561965378281, 'logits_per_token_corr': -3.8550819197508894, 'logits_per_char_corr': -0.8672400901204891, 'logits_per_byte_corr': 1.2506315135042796, 'correct_prob': 0.0013236163338488714, 'correct_prob_per_token': 0.04191544143895483, 'correct_prob_per_char': 0.4585813510768773, 'margin': -0.0006287442416169741, 'margin_per_token': -0.019173741757573217, 'margin_per_char': -0.060918489297678347, 'total_prob': 0.004428422775198709, 'total_prob_per_token': 0.15485177743482512, 'total_prob_per_char': 1.7972414638924563, 'uncond_correct_prob': 7.147213739935731e-06, 'uncond_correct_prob_per_token': 0.013213128547120622, 'uncond_correct_prob_per_char': 0.35968428629632027, 'uncond_total_prob': 3.9150450226071014e-05, 'norm_correct_prob': 0.22344677505215157, 'norm_correct_prob_per_token': 0.28129015167917204, 'norm_correct_prob_per_char': 0.2589563062375425, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 11,250 |
small aux 2
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4673202614379084, 'predicted_index_per_token': 1.3725490196078431, 'predicted_index_per_char': 1.457516339869281, 'predicted_index_per_byte': 1.457516339869281, 'predicted_index_uncond': 1.4869281045751634, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.20915032679738563, 'acc_per_token': 0.2679738562091503, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.28104575163398693, 'acc_uncond': 0.30392156862745096, 'no_answer': 0.0, 'sum_logits_corr': -36.275657337475444, 'logits_per_token_corr': -3.8462822016555265, 'logits_per_char_corr': -0.861823579623254, 'bits_per_byte_corr': 1.242840865818959, 'correct_prob': 0.0008409806730556898, 'correct_prob_per_token': 0.042222141390108915, 'correct_prob_per_char': 0.4594237365001466, 'margin': -0.0006653520484681334, 'margin_per_token': -0.01888745470444853, 'margin_per_char': -0.06183371782215543, 'total_prob': 0.0028495966798317176, 'total_prob_per_token': 0.15385402681747196, 'total_prob_per_char': 1.802046973482541, 'uncond_correct_prob': 1.8725142548704825e-06, 'uncond_correct_prob_per_token': 0.01227236588865977, 'uncond_correct_prob_per_char': 0.3492136318664767, 'uncond_total_prob': 1.7181182837512e-05, 'norm_correct_prob': 0.22377555384271988, 'norm_correct_prob_per_token': 0.2760098327715832, 'norm_correct_prob_per_char': 0.2581627521545315, 'primary_metric': 0.20915032679738563}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 11,250 |
small aux 3
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4542483660130718, 'predicted_index_per_token': 1.4379084967320261, 'predicted_index_per_char': 1.5294117647058822, 'predicted_index_per_byte': 1.5294117647058822, 'predicted_index_uncond': 1.473856209150327, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21895424836601307, 'acc_per_token': 0.2647058823529412, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.28104575163398693, 'acc_uncond': 0.28104575163398693, 'no_answer': 0.0, 'sum_logits_corr': -36.97337440260095, 'logits_per_token_corr': -3.950986544775304, 'logits_per_char_corr': -0.8885879774094368, 'bits_per_byte_corr': 1.2814322467227461, 'correct_prob': 0.0005648503233680105, 'correct_prob_per_token': 0.03746543516245486, 'correct_prob_per_char': 0.4496282301653413, 'margin': -0.0006434913344958095, 'margin_per_token': -0.016609826301421517, 'margin_per_char': -0.057285011526936, 'total_prob': 0.0023919488498022477, 'total_prob_per_token': 0.13923862537511494, 'total_prob_per_char': 1.7629557251005714, 'uncond_correct_prob': 5.576053126960087e-06, 'uncond_correct_prob_per_token': 0.01160187090035802, 'uncond_correct_prob_per_char': 0.3464838644517593, 'uncond_total_prob': 3.201235556569622e-05, 'norm_correct_prob': 0.2245236080194842, 'norm_correct_prob_per_token': 0.2816559950547325, 'norm_correct_prob_per_char': 0.259611642704588, 'primary_metric': 0.21895424836601307}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 11,250 |
default
|
5xC
| 3,686,400,000 | 2,166,422,962,176,000,000 |
{'predicted_index_raw': 1.4509803921568627, 'predicted_index_per_token': 1.3627450980392157, 'predicted_index_per_char': 1.4640522875816993, 'predicted_index_per_byte': 1.6045751633986929, 'predicted_index_uncond': 1.4313725490196079, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.24183006535947713, 'acc_per_token': 0.28104575163398693, 'acc_per_char': 0.2679738562091503, 'acc_per_byte': 0.21568627450980393, 'acc_uncond': 0.3006535947712418, 'no_answer': 0.0, 'sum_logits_corr': -36.87951473472944, 'logits_per_token_corr': -3.930229278719031, 'logits_per_char_corr': -0.8918828381450211, 'logits_per_byte_corr': 1.2861872097093066, 'correct_prob': 0.0009458179212126909, 'correct_prob_per_token': 0.038758282014594254, 'correct_prob_per_char': 0.4526855456696022, 'margin': -0.00047702008477280616, 'margin_per_token': -0.01870577414904533, 'margin_per_char': -0.060749177321819746, 'total_prob': 0.002930835865711616, 'total_prob_per_token': 0.14321161561586115, 'total_prob_per_char': 1.7727960539100385, 'uncond_correct_prob': 1.7610812608011722e-06, 'uncond_correct_prob_per_token': 0.011039985046054386, 'uncond_correct_prob_per_char': 0.3405024245374859, 'uncond_total_prob': 1.0908255617407068e-05, 'norm_correct_prob': 0.2175202789486799, 'norm_correct_prob_per_token': 0.2776636966021561, 'norm_correct_prob_per_char': 0.25871448504171257, 'primary_metric': 0.24183006535947713}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 12,500 |
small aux 2
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.4705882352941178, 'predicted_index_per_token': 1.3758169934640523, 'predicted_index_per_char': 1.4313725490196079, 'predicted_index_per_byte': 1.4313725490196079, 'predicted_index_uncond': 1.457516339869281, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.28431372549019607, 'acc_per_char': 0.24509803921568626, 'acc_per_byte': 0.24509803921568626, 'acc_uncond': 0.29411764705882354, 'no_answer': 0.0, 'sum_logits_corr': -36.128193476620844, 'logits_per_token_corr': -3.782403180855582, 'logits_per_char_corr': -0.8398268916374945, 'bits_per_byte_corr': 1.2110956354809987, 'correct_prob': 0.001113259576441627, 'correct_prob_per_token': 0.044667314380814456, 'correct_prob_per_char': 0.46503526351647145, 'margin': -0.0012465009899579314, 'margin_per_token': -0.021765454569638232, 'margin_per_char': -0.06467092177098357, 'total_prob': 0.004531451454641078, 'total_prob_per_token': 0.1682105598767343, 'total_prob_per_char': 1.8387819917095014, 'uncond_correct_prob': 3.759202029030012e-06, 'uncond_correct_prob_per_token': 0.01308220459163867, 'uncond_correct_prob_per_char': 0.3561441232808832, 'uncond_total_prob': 2.8722065051086893e-05, 'norm_correct_prob': 0.21757012905092182, 'norm_correct_prob_per_token': 0.2689472829022806, 'norm_correct_prob_per_char': 0.25550830721061124, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 12,500 |
small aux 3
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.4477124183006536, 'predicted_index_per_token': 1.392156862745098, 'predicted_index_per_char': 1.4967320261437909, 'predicted_index_per_byte': 1.4967320261437909, 'predicted_index_uncond': 1.4509803921568627, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.25163398692810457, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.3006535947712418, 'acc_per_byte': 0.3006535947712418, 'acc_uncond': 0.28431372549019607, 'no_answer': 0.0, 'sum_logits_corr': -36.11297373600255, 'logits_per_token_corr': -3.7981352206054875, 'logits_per_char_corr': -0.8509714593255074, 'bits_per_byte_corr': 1.2271659197666174, 'correct_prob': 0.0012926245155568457, 'correct_prob_per_token': 0.04389956990706847, 'correct_prob_per_char': 0.463710650792262, 'margin': -0.0004383695792354756, 'margin_per_token': -0.02186946407017245, 'margin_per_char': -0.06421646892090646, 'total_prob': 0.004176781043611329, 'total_prob_per_token': 0.16605068206937243, 'total_prob_per_char': 1.8303284364099839, 'uncond_correct_prob': 6.849239889399334e-06, 'uncond_correct_prob_per_token': 0.012363718232697876, 'uncond_correct_prob_per_char': 0.35207585322990265, 'uncond_total_prob': 4.187139803207081e-05, 'norm_correct_prob': 0.2363558339097518, 'norm_correct_prob_per_token': 0.2710028456439277, 'norm_correct_prob_per_char': 0.2572240429023582, 'primary_metric': 0.25163398692810457}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 12,500 |
default
|
5xC
| 4,096,000,000 | 2,407,136,624,640,000,000 |
{'predicted_index_raw': 1.4640522875816993, 'predicted_index_per_token': 1.3529411764705883, 'predicted_index_per_char': 1.3758169934640523, 'predicted_index_per_byte': 1.591503267973856, 'predicted_index_uncond': 1.4673202614379084, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22549019607843138, 'acc_per_token': 0.30718954248366015, 'acc_per_char': 0.3104575163398693, 'acc_per_byte': 0.23202614379084968, 'acc_uncond': 0.28104575163398693, 'no_answer': 0.0, 'sum_logits_corr': -36.35997175702862, 'logits_per_token_corr': -3.835655515671279, 'logits_per_char_corr': -0.860136398974374, 'logits_per_byte_corr': 1.2403835240777366, 'correct_prob': 0.0008266470261310063, 'correct_prob_per_token': 0.041890231582976035, 'correct_prob_per_char': 0.4605956006046598, 'margin': -0.000511818649266503, 'margin_per_token': -0.017024260012242404, 'margin_per_char': -0.0581153271252524, 'total_prob': 0.002651750122305641, 'total_prob_per_token': 0.1502568066265152, 'total_prob_per_char': 1.8042706037828657, 'uncond_correct_prob': 6.873657847471815e-06, 'uncond_correct_prob_per_token': 0.013429384833090564, 'uncond_correct_prob_per_char': 0.35890217321166445, 'uncond_total_prob': 4.167202733677389e-05, 'norm_correct_prob': 0.22232044877423413, 'norm_correct_prob_per_token': 0.2769400597447861, 'norm_correct_prob_per_char': 0.2582502160292992, 'primary_metric': 0.22549019607843138}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 13,750 |
small aux 2
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.4313725490196079, 'predicted_index_per_token': 1.411764705882353, 'predicted_index_per_char': 1.4901960784313726, 'predicted_index_per_byte': 1.4901960784313726, 'predicted_index_uncond': 1.4313725490196079, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21241830065359477, 'acc_per_token': 0.2973856209150327, 'acc_per_char': 0.2581699346405229, 'acc_per_byte': 0.2581699346405229, 'acc_uncond': 0.29411764705882354, 'no_answer': 0.0, 'sum_logits_corr': -35.71812274954677, 'logits_per_token_corr': -3.7423533617619738, 'logits_per_char_corr': -0.8354021536761873, 'bits_per_byte_corr': 1.204662013877554, 'correct_prob': 0.0011503342183738594, 'correct_prob_per_token': 0.045954950592260145, 'correct_prob_per_char': 0.46847285096707725, 'margin': -0.0017106907447743444, 'margin_per_token': -0.025955139559412657, 'margin_per_char': -0.06761418216170391, 'total_prob': 0.004790422584332976, 'total_prob_per_token': 0.1728790120708637, 'total_prob_per_char': 1.8472115060602476, 'uncond_correct_prob': 2.6660323208776107e-06, 'uncond_correct_prob_per_token': 0.013763947023971474, 'uncond_correct_prob_per_char': 0.36025084199264806, 'uncond_total_prob': 2.0427881890795778e-05, 'norm_correct_prob': 0.21702982216878056, 'norm_correct_prob_per_token': 0.2723752296338614, 'norm_correct_prob_per_char': 0.25662794604005723, 'primary_metric': 0.21241830065359477}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 13,750 |
small aux 3
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.4640522875816993, 'predicted_index_per_token': 1.3496732026143792, 'predicted_index_per_char': 1.477124183006536, 'predicted_index_per_byte': 1.477124183006536, 'predicted_index_uncond': 1.4444444444444444, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.238562091503268, 'acc_per_token': 0.29411764705882354, 'acc_per_char': 0.2973856209150327, 'acc_per_byte': 0.2973856209150327, 'acc_uncond': 0.3137254901960784, 'no_answer': 0.0, 'sum_logits_corr': -35.726561843180185, 'logits_per_token_corr': -3.774670025161554, 'logits_per_char_corr': -0.8448415720448148, 'bits_per_byte_corr': 1.2183112219215628, 'correct_prob': 0.000787434206362883, 'correct_prob_per_token': 0.043889338641784174, 'correct_prob_per_char': 0.4663590917360612, 'margin': -0.0010167135800068468, 'margin_per_token': -0.02029037214544394, 'margin_per_char': -0.05886280201490876, 'total_prob': 0.00346419932296653, 'total_prob_per_token': 0.16268473445133388, 'total_prob_per_char': 1.8241020056122537, 'uncond_correct_prob': 5.486523955467416e-06, 'uncond_correct_prob_per_token': 0.012134482879807002, 'uncond_correct_prob_per_char': 0.3486274878822768, 'uncond_total_prob': 4.20633979816491e-05, 'norm_correct_prob': 0.22726410258226012, 'norm_correct_prob_per_token': 0.281038687958919, 'norm_correct_prob_per_char': 0.25952980609530574, 'primary_metric': 0.238562091503268}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 13,750 |
default
|
5xC
| 4,505,600,000 | 2,647,850,287,104,000,000 |
{'predicted_index_raw': 1.4640522875816993, 'predicted_index_per_token': 1.3758169934640523, 'predicted_index_per_char': 1.4673202614379084, 'predicted_index_per_byte': 1.65359477124183, 'predicted_index_uncond': 1.4052287581699345, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21895424836601307, 'acc_per_token': 0.3235294117647059, 'acc_per_char': 0.2908496732026144, 'acc_per_byte': 0.21895424836601307, 'acc_uncond': 0.2875816993464052, 'no_answer': 0.0, 'sum_logits_corr': -35.76448949723462, 'logits_per_token_corr': -3.7529257768141537, 'logits_per_char_corr': -0.8462232307892569, 'logits_per_byte_corr': 1.2203480677754441, 'correct_prob': 0.0012025598314062786, 'correct_prob_per_token': 0.04403743333610281, 'correct_prob_per_char': 0.4679548984844532, 'margin': -0.00041153280693278214, 'margin_per_token': -0.01750866453764403, 'margin_per_char': -0.052895010079149374, 'total_prob': 0.00377091634079736, 'total_prob_per_token': 0.1599224354302745, 'total_prob_per_char': 1.82482687263273, 'uncond_correct_prob': 7.99316794697226e-06, 'uncond_correct_prob_per_token': 0.01391148911045784, 'uncond_correct_prob_per_char': 0.36131263764847976, 'uncond_total_prob': 4.9585744762271535e-05, 'norm_correct_prob': 0.22380137384328974, 'norm_correct_prob_per_token': 0.2841480808429474, 'norm_correct_prob_per_char': 0.2602196586445268, 'primary_metric': 0.21895424836601307}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 15,000 |
small aux 2
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.3954248366013071, 'predicted_index_per_char': 1.477124183006536, 'predicted_index_per_byte': 1.477124183006536, 'predicted_index_uncond': 1.4542483660130718, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21568627450980393, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.27450980392156865, 'acc_per_byte': 0.27450980392156865, 'acc_uncond': 0.3137254901960784, 'no_answer': 0.0, 'sum_logits_corr': -36.107958911291135, 'logits_per_token_corr': -3.8704829806400007, 'logits_per_char_corr': -0.8713041532503342, 'bits_per_byte_corr': 1.25652220236051, 'correct_prob': 0.001434184390463896, 'correct_prob_per_token': 0.04389210577531786, 'correct_prob_per_char': 0.4599611883916434, 'margin': -0.0007576442800071328, 'margin_per_token': -0.01990404844187111, 'margin_per_char': -0.0644869339893126, 'total_prob': 0.004598923793294707, 'total_prob_per_token': 0.16352691461445823, 'total_prob_per_char': 1.8187159680257654, 'uncond_correct_prob': 2.366073813234388e-06, 'uncond_correct_prob_per_token': 0.01402943337353471, 'uncond_correct_prob_per_char': 0.3612439332674304, 'uncond_total_prob': 1.915111697217957e-05, 'norm_correct_prob': 0.215440549048053, 'norm_correct_prob_per_token': 0.27035342698051235, 'norm_correct_prob_per_char': 0.2560970931713371, 'primary_metric': 0.21568627450980393}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 15,000 |
small aux 3
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.5065359477124183, 'predicted_index_per_token': 1.4019607843137254, 'predicted_index_per_char': 1.4901960784313726, 'predicted_index_per_byte': 1.4901960784313726, 'predicted_index_uncond': 1.5130718954248366, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.2908496732026144, 'acc_per_char': 0.2908496732026144, 'acc_per_byte': 0.2908496732026144, 'acc_uncond': 0.28431372549019607, 'no_answer': 0.0, 'sum_logits_corr': -35.8139261451422, 'logits_per_token_corr': -3.787008374825046, 'logits_per_char_corr': -0.8473241658246232, 'bits_per_byte_corr': 1.2219367616929593, 'correct_prob': 0.0009007105672334606, 'correct_prob_per_token': 0.043142438807225604, 'correct_prob_per_char': 0.4649012089781842, 'margin': -0.0010696796122354071, 'margin_per_token': -0.020924640823333042, 'margin_per_char': -0.058558557777807746, 'total_prob': 0.003817310288222175, 'total_prob_per_token': 0.16213855927362128, 'total_prob_per_char': 1.8180586003252501, 'uncond_correct_prob': 1.4356504906990281e-05, 'uncond_correct_prob_per_token': 0.013189317221104793, 'uncond_correct_prob_per_char': 0.356912463632849, 'uncond_total_prob': 9.357454142966001e-05, 'norm_correct_prob': 0.22672705925103867, 'norm_correct_prob_per_token': 0.28257574674697955, 'norm_correct_prob_per_char': 0.2603949286724958, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 15,000 |
default
|
5xC
| 4,915,200,000 | 2,888,563,949,568,000,000 |
{'predicted_index_raw': 1.4640522875816993, 'predicted_index_per_token': 1.34640522875817, 'predicted_index_per_char': 1.4836601307189543, 'predicted_index_per_byte': 1.6503267973856208, 'predicted_index_uncond': 1.4183006535947713, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.2581699346405229, 'acc_per_token': 0.3104575163398693, 'acc_per_char': 0.33986928104575165, 'acc_per_byte': 0.1895424836601307, 'acc_uncond': 0.27450980392156865, 'no_answer': 0.0, 'sum_logits_corr': -35.865255733720616, 'logits_per_token_corr': -3.791901236672286, 'logits_per_char_corr': -0.8535643611011643, 'logits_per_byte_corr': 1.2309359956727308, 'correct_prob': 0.0010881984185437058, 'correct_prob_per_token': 0.04419348095028558, 'correct_prob_per_char': 0.4660707871734707, 'margin': -0.0004659138976441633, 'margin_per_token': -0.01534760740921672, 'margin_per_char': -0.05300105593858919, 'total_prob': 0.0032736635229815526, 'total_prob_per_token': 0.15613942014571522, 'total_prob_per_char': 1.8099666596163955, 'uncond_correct_prob': 1.3744746264292973e-05, 'uncond_correct_prob_per_token': 0.014681391184527518, 'uncond_correct_prob_per_char': 0.3666344749436935, 'uncond_total_prob': 9.197517989544304e-05, 'norm_correct_prob': 0.2368606309135343, 'norm_correct_prob_per_token': 0.2866177698155583, 'norm_correct_prob_per_char': 0.2615599121042144, 'primary_metric': 0.2581699346405229}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 17,500 |
small aux 2
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.473856209150327, 'predicted_index_per_token': 1.392156862745098, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.4444444444444444, 'predicted_index_uncond': 1.4640522875816993, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.2222222222222222, 'acc_per_token': 0.27124183006535946, 'acc_per_char': 0.28431372549019607, 'acc_per_byte': 0.28431372549019607, 'acc_uncond': 0.27450980392156865, 'no_answer': 0.0, 'sum_logits_corr': -35.32871293164546, 'logits_per_token_corr': -3.707235905550713, 'logits_per_char_corr': -0.8275012284863087, 'bits_per_byte_corr': 1.1932852829175997, 'correct_prob': 0.0012724895132298914, 'correct_prob_per_token': 0.04895166989734472, 'correct_prob_per_char': 0.4738056102733874, 'margin': -0.0011028940566304131, 'margin_per_token': -0.024997880024111484, 'margin_per_char': -0.06450306744813042, 'total_prob': 0.004945231220812601, 'total_prob_per_token': 0.18385325433550942, 'total_prob_per_char': 1.8696191396095676, 'uncond_correct_prob': 3.165904892401182e-06, 'uncond_correct_prob_per_token': 0.013768322386391257, 'uncond_correct_prob_per_char': 0.35907214615406924, 'uncond_total_prob': 2.4437858510064498e-05, 'norm_correct_prob': 0.2258400358301547, 'norm_correct_prob_per_token': 0.2709987349943035, 'norm_correct_prob_per_char': 0.2560863909102373, 'primary_metric': 0.2222222222222222}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 17,500 |
small aux 3
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.4869281045751634, 'predicted_index_per_token': 1.3790849673202614, 'predicted_index_per_char': 1.4967320261437909, 'predicted_index_per_byte': 1.4967320261437909, 'predicted_index_uncond': 1.4673202614379084, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21895424836601307, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.28431372549019607, 'acc_per_byte': 0.28431372549019607, 'acc_uncond': 0.2875816993464052, 'no_answer': 0.0, 'sum_logits_corr': -35.71148327986399, 'logits_per_token_corr': -3.7859294109605632, 'logits_per_char_corr': -0.8500555292952633, 'bits_per_byte_corr': 1.2258909915127814, 'correct_prob': 0.0010081787541725321, 'correct_prob_per_token': 0.04498278573689073, 'correct_prob_per_char': 0.4661760030994267, 'margin': -0.00114533279585608, 'margin_per_token': -0.02319484840410445, 'margin_per_char': -0.060505561526732005, 'total_prob': 0.00419294255849217, 'total_prob_per_token': 0.17035747118965472, 'total_prob_per_char': 1.8322933048914603, 'uncond_correct_prob': 1.1632135836342842e-05, 'uncond_correct_prob_per_token': 0.013816022859268534, 'uncond_correct_prob_per_char': 0.36103215473620326, 'uncond_total_prob': 7.750465286983086e-05, 'norm_correct_prob': 0.2277426607365943, 'norm_correct_prob_per_token': 0.27812800388494663, 'norm_correct_prob_per_char': 0.25827062531336265, 'primary_metric': 0.21895424836601307}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 17,500 |
default
|
5xC
| 5,734,400,000 | 3,369,991,274,496,000,000 |
{'predicted_index_raw': 1.4901960784313726, 'predicted_index_per_token': 1.3660130718954249, 'predicted_index_per_char': 1.3986928104575163, 'predicted_index_per_byte': 1.630718954248366, 'predicted_index_uncond': 1.4803921568627452, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.23202614379084968, 'acc_per_token': 0.30718954248366015, 'acc_per_char': 0.3137254901960784, 'acc_per_byte': 0.22549019607843138, 'acc_uncond': 0.32679738562091504, 'no_answer': 0.0, 'sum_logits_corr': -34.754210186939616, 'logits_per_token_corr': -3.6346863051746645, 'logits_per_char_corr': -0.8124628401394466, 'logits_per_byte_corr': 1.1716795581559727, 'correct_prob': 0.0013759074948964717, 'correct_prob_per_token': 0.05136705401795385, 'correct_prob_per_char': 0.4811247410790197, 'margin': -0.0003216751818122035, 'margin_per_token': -0.01846276078127424, 'margin_per_char': -0.05530832271507339, 'total_prob': 0.003885534946816084, 'total_prob_per_token': 0.1803180111033859, 'total_prob_per_char': 1.8730229535242067, 'uncond_correct_prob': 4.945029088228973e-06, 'uncond_correct_prob_per_token': 0.014257950253031159, 'uncond_correct_prob_per_char': 0.3638436695067882, 'uncond_total_prob': 3.0067169212535214e-05, 'norm_correct_prob': 0.2320807603404613, 'norm_correct_prob_per_token': 0.28306828338833706, 'norm_correct_prob_per_char': 0.25981935770848585, 'primary_metric': 0.23202614379084968}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 18,750 |
small aux 2
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.457516339869281, 'predicted_index_per_token': 1.3790849673202614, 'predicted_index_per_char': 1.4836601307189543, 'predicted_index_per_byte': 1.4836601307189543, 'predicted_index_uncond': 1.4836601307189543, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21241830065359477, 'acc_per_token': 0.3006535947712418, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.2875816993464052, 'acc_uncond': 0.2908496732026144, 'no_answer': 0.0, 'sum_logits_corr': -34.616223421751286, 'logits_per_token_corr': -3.6404656981102255, 'logits_per_char_corr': -0.8154107723706581, 'bits_per_byte_corr': 1.1759388831505213, 'correct_prob': 0.001406795912580807, 'correct_prob_per_token': 0.05190924092045924, 'correct_prob_per_char': 0.48041401905493303, 'margin': -0.000962661139360382, 'margin_per_token': -0.02297600040425773, 'margin_per_char': -0.06189172215252446, 'total_prob': 0.004744213559061311, 'total_prob_per_token': 0.18937853968607832, 'total_prob_per_char': 1.8808309752279013, 'uncond_correct_prob': 5.079514050412345e-06, 'uncond_correct_prob_per_token': 0.01606146578731589, 'uncond_correct_prob_per_char': 0.3742502505482362, 'uncond_total_prob': 3.410424844109759e-05, 'norm_correct_prob': 0.2149383503346871, 'norm_correct_prob_per_token': 0.2784995743917701, 'norm_correct_prob_per_char': 0.2576634548877968, 'primary_metric': 0.21241830065359477}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 18,750 |
small aux 3
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.4640522875816993, 'predicted_index_per_token': 1.3725490196078431, 'predicted_index_per_char': 1.4379084967320261, 'predicted_index_per_byte': 1.4379084967320261, 'predicted_index_uncond': 1.4542483660130718, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.2222222222222222, 'acc_per_token': 0.29411764705882354, 'acc_per_char': 0.29411764705882354, 'acc_per_byte': 0.29411764705882354, 'acc_uncond': 0.31699346405228757, 'no_answer': 0.0, 'sum_logits_corr': -34.78339223690282, 'logits_per_token_corr': -3.595794471460365, 'logits_per_char_corr': -0.7969252382999266, 'bits_per_byte_corr': 1.1492620317065583, 'correct_prob': 0.001986897855805735, 'correct_prob_per_token': 0.054627097779208836, 'correct_prob_per_char': 0.48364377182056, 'margin': -0.0019515745761643883, 'margin_per_token': -0.023651889035294762, 'margin_per_char': -0.06129913229792718, 'total_prob': 0.008029059201731852, 'total_prob_per_token': 0.20065019980447904, 'total_prob_per_char': 1.8996929834951415, 'uncond_correct_prob': 7.42666259001489e-06, 'uncond_correct_prob_per_token': 0.014710720114902428, 'uncond_correct_prob_per_char': 0.36550452927752064, 'uncond_total_prob': 5.029310850157667e-05, 'norm_correct_prob': 0.2291708599936673, 'norm_correct_prob_per_token': 0.27833636731625544, 'norm_correct_prob_per_char': 0.25777542749401144, 'primary_metric': 0.2222222222222222}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 18,750 |
default
|
5xC
| 6,144,000,000 | 3,610,704,936,960,000,000 |
{'predicted_index_raw': 1.5163398692810457, 'predicted_index_per_token': 1.3660130718954249, 'predicted_index_per_char': 1.473856209150327, 'predicted_index_per_byte': 1.6666666666666667, 'predicted_index_uncond': 1.457516339869281, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.29411764705882354, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.19281045751633988, 'acc_uncond': 0.3006535947712418, 'no_answer': 0.0, 'sum_logits_corr': -34.853249839707914, 'logits_per_token_corr': -3.6818213757416247, 'logits_per_char_corr': -0.8269320991007708, 'logits_per_byte_corr': 1.1925358770567933, 'correct_prob': 0.0010740537674924862, 'correct_prob_per_token': 0.04796279271426631, 'correct_prob_per_char': 0.47575538261192885, 'margin': -0.0006116127916352928, 'margin_per_token': -0.020147334235863165, 'margin_per_char': -0.056648047981586916, 'total_prob': 0.0036137121499154145, 'total_prob_per_token': 0.17491337264454493, 'total_prob_per_char': 1.8612536377275666, 'uncond_correct_prob': 3.897268239664435e-06, 'uncond_correct_prob_per_token': 0.014791730149032567, 'uncond_correct_prob_per_char': 0.3652948164548616, 'uncond_total_prob': 2.197583672042537e-05, 'norm_correct_prob': 0.23214769233873228, 'norm_correct_prob_per_token': 0.27689356841339585, 'norm_correct_prob_per_char': 0.25839727452804095, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 20,000 |
small aux 2
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.4967320261437909, 'predicted_index_per_token': 1.3758169934640523, 'predicted_index_per_char': 1.4607843137254901, 'predicted_index_per_byte': 1.4607843137254901, 'predicted_index_uncond': 1.4281045751633987, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21241830065359477, 'acc_per_token': 0.29411764705882354, 'acc_per_char': 0.27450980392156865, 'acc_per_byte': 0.27450980392156865, 'acc_uncond': 0.3137254901960784, 'no_answer': 0.0, 'sum_logits_corr': -34.30775739515529, 'logits_per_token_corr': -3.5755472917480944, 'logits_per_char_corr': -0.7976000164849065, 'bits_per_byte_corr': 1.1502373827891497, 'correct_prob': 0.0025661650093402265, 'correct_prob_per_token': 0.05491237448275603, 'correct_prob_per_char': 0.48573230776828963, 'margin': -0.0008618917106662085, 'margin_per_token': -0.02421635281774827, 'margin_per_char': -0.06574935543524607, 'total_prob': 0.007899023370994707, 'total_prob_per_token': 0.20467600269885808, 'total_prob_per_char': 1.9161720915476774, 'uncond_correct_prob': 2.675786168128664e-06, 'uncond_correct_prob_per_token': 0.014967854861332078, 'uncond_correct_prob_per_char': 0.3665577494826941, 'uncond_total_prob': 1.9524045247448002e-05, 'norm_correct_prob': 0.2153090896059371, 'norm_correct_prob_per_token': 0.27038380103190307, 'norm_correct_prob_per_char': 0.25606252330614676, 'primary_metric': 0.21241830065359477}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 20,000 |
small aux 3
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.4901960784313726, 'predicted_index_per_token': 1.4052287581699345, 'predicted_index_per_char': 1.477124183006536, 'predicted_index_per_byte': 1.4803921568627452, 'predicted_index_uncond': 1.565359477124183, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.238562091503268, 'acc_per_token': 0.28431372549019607, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.28431372549019607, 'acc_uncond': 0.28431372549019607, 'no_answer': 0.0, 'sum_logits_corr': -34.681006275750455, 'logits_per_token_corr': -3.6330065856026494, 'logits_per_char_corr': -0.8131691887807801, 'bits_per_byte_corr': 1.1726388114352455, 'correct_prob': 0.0009203058486826155, 'correct_prob_per_token': 0.048359070548405374, 'correct_prob_per_char': 0.4782576581436861, 'margin': -0.0013355420185340045, 'margin_per_token': -0.02327614089656411, 'margin_per_char': -0.05719900054987646, 'total_prob': 0.004240709979163254, 'total_prob_per_token': 0.18195976563214764, 'total_prob_per_char': 1.8751487165268774, 'uncond_correct_prob': 9.385718215067554e-06, 'uncond_correct_prob_per_token': 0.014131994214253063, 'uncond_correct_prob_per_char': 0.3637703720046451, 'uncond_total_prob': 5.8248118100327615e-05, 'norm_correct_prob': 0.2351748712392229, 'norm_correct_prob_per_token': 0.27938902558375445, 'norm_correct_prob_per_char': 0.2590841721838292, 'primary_metric': 0.238562091503268}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 20,000 |
default
|
5xC
| 6,553,600,000 | 3,851,418,599,424,000,000 |
{'predicted_index_raw': 1.3823529411764706, 'predicted_index_per_token': 1.3202614379084967, 'predicted_index_per_char': 1.4052287581699345, 'predicted_index_per_byte': 1.7058823529411764, 'predicted_index_uncond': 1.3529411764705883, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.24836601307189543, 'acc_per_token': 0.30392156862745096, 'acc_per_char': 0.2973856209150327, 'acc_per_byte': 0.21568627450980393, 'acc_uncond': 0.30718954248366015, 'no_answer': 0.0, 'sum_logits_corr': -34.74349157093397, 'logits_per_token_corr': -3.644675998719482, 'logits_per_char_corr': -0.8136515633760942, 'logits_per_byte_corr': 1.1733900426770374, 'correct_prob': 0.00179869662905143, 'correct_prob_per_token': 0.05162997069001099, 'correct_prob_per_char': 0.4802826329319239, 'margin': -0.0006707401657704046, 'margin_per_token': -0.01993165662353841, 'margin_per_char': -0.05888594753264135, 'total_prob': 0.005481853496690503, 'total_prob_per_token': 0.18588951471180468, 'total_prob_per_char': 1.8830124931042762, 'uncond_correct_prob': 9.21901619415689e-06, 'uncond_correct_prob_per_token': 0.016205439870788173, 'uncond_correct_prob_per_char': 0.37609885762562256, 'uncond_total_prob': 5.194525659718947e-05, 'norm_correct_prob': 0.23607497440570893, 'norm_correct_prob_per_token': 0.27492424611847494, 'norm_correct_prob_per_char': 0.25736784983608757, 'primary_metric': 0.24836601307189543}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 21,250 |
small aux 2
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.5130718954248366, 'predicted_index_per_token': 1.369281045751634, 'predicted_index_per_char': 1.4836601307189543, 'predicted_index_per_byte': 1.4836601307189543, 'predicted_index_uncond': 1.4803921568627452, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.21895424836601307, 'acc_per_token': 0.2908496732026144, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.28104575163398693, 'acc_uncond': 0.2908496732026144, 'no_answer': 0.0, 'sum_logits_corr': -34.311089387127, 'logits_per_token_corr': -3.6344822983742677, 'logits_per_char_corr': -0.81286834775164, 'bits_per_byte_corr': 1.1722367943931287, 'correct_prob': 0.001254341071989547, 'correct_prob_per_token': 0.05182112860858554, 'correct_prob_per_char': 0.481024299699972, 'margin': -0.000628189528540173, 'margin_per_token': -0.025163506109428777, 'margin_per_char': -0.06504512988368953, 'total_prob': 0.004094672545998989, 'total_prob_per_token': 0.1930594201992095, 'total_prob_per_char': 1.8984169649842253, 'uncond_correct_prob': 2.6731356725170464e-06, 'uncond_correct_prob_per_token': 0.01593759219058426, 'uncond_correct_prob_per_char': 0.3718531193678056, 'uncond_total_prob': 1.7675695892321218e-05, 'norm_correct_prob': 0.21952937563349376, 'norm_correct_prob_per_token': 0.2694908069946011, 'norm_correct_prob_per_char': 0.25562885117541484, 'primary_metric': 0.21895424836601307}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 21,250 |
small aux 3
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.4542483660130718, 'predicted_index_per_token': 1.369281045751634, 'predicted_index_per_char': 1.4673202614379084, 'predicted_index_per_byte': 1.4673202614379084, 'predicted_index_uncond': 1.522875816993464, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.28104575163398693, 'acc_uncond': 0.2647058823529412, 'no_answer': 0.0, 'sum_logits_corr': -34.256284998912435, 'logits_per_token_corr': -3.5365890817710035, 'logits_per_char_corr': -0.7843264120660901, 'bits_per_byte_corr': 1.131064373779403, 'correct_prob': 0.001978839321980229, 'correct_prob_per_token': 0.05423105000865055, 'correct_prob_per_char': 0.4873422921884122, 'margin': -0.002152132143873792, 'margin_per_token': -0.025011262086732326, 'margin_per_char': -0.06044480796114831, 'total_prob': 0.008040752553332666, 'total_prob_per_token': 0.20392704891099478, 'total_prob_per_char': 1.9186528151402868, 'uncond_correct_prob': 1.6206583410035645e-05, 'uncond_correct_prob_per_token': 0.01493315021734506, 'uncond_correct_prob_per_char': 0.36728836603170417, 'uncond_total_prob': 9.65174168435878e-05, 'norm_correct_prob': 0.22561692360877708, 'norm_correct_prob_per_token': 0.2741327573142689, 'norm_correct_prob_per_char': 0.2575096020409548, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 21,250 |
default
|
5xC
| 6,963,200,000 | 4,092,132,261,888,000,000 |
{'predicted_index_raw': 1.4379084967320261, 'predicted_index_per_token': 1.3823529411764706, 'predicted_index_per_char': 1.4705882352941178, 'predicted_index_per_byte': 1.6470588235294117, 'predicted_index_uncond': 1.4183006535947713, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.24183006535947713, 'acc_per_token': 0.30392156862745096, 'acc_per_char': 0.28104575163398693, 'acc_per_byte': 0.18627450980392157, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -34.44261419071871, 'logits_per_token_corr': -3.6220644668264512, 'logits_per_char_corr': -0.8109724205207003, 'logits_per_byte_corr': 1.169540330700644, 'correct_prob': 0.0012499032217020963, 'correct_prob_per_token': 0.05090469143949042, 'correct_prob_per_char': 0.4819541633114271, 'margin': -0.00037289755499934446, 'margin_per_token': -0.01906349375458284, 'margin_per_char': -0.05312347088178773, 'total_prob': 0.0036018043798181974, 'total_prob_per_token': 0.18056126911941597, 'total_prob_per_char': 1.8784255551695759, 'uncond_correct_prob': 4.882510895243761e-06, 'uncond_correct_prob_per_token': 0.016543707919622407, 'uncond_correct_prob_per_char': 0.37734127333323136, 'uncond_total_prob': 2.5882551490089812e-05, 'norm_correct_prob': 0.23844625961115198, 'norm_correct_prob_per_token': 0.28172992850076223, 'norm_correct_prob_per_char': 0.2594191364103535, 'primary_metric': 0.24183006535947713}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 22,500 |
small aux 2
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.4836601307189543, 'predicted_index_per_token': 1.408496732026144, 'predicted_index_per_char': 1.4379084967320261, 'predicted_index_per_byte': 1.4379084967320261, 'predicted_index_uncond': 1.565359477124183, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.3006535947712418, 'acc_per_char': 0.30718954248366015, 'acc_per_byte': 0.30718954248366015, 'acc_uncond': 0.2679738562091503, 'no_answer': 0.0, 'sum_logits_corr': -33.773217184091706, 'logits_per_token_corr': -3.5377710417438464, 'logits_per_char_corr': -0.788064050709049, 'bits_per_byte_corr': 1.1364701090687954, 'correct_prob': 0.0029474073748950677, 'correct_prob_per_token': 0.05954235666142259, 'correct_prob_per_char': 0.4915104538062366, 'margin': -0.0012577052556161804, 'margin_per_token': -0.02591212998776432, 'margin_per_char': -0.06620164651879044, 'total_prob': 0.008956458509267984, 'total_prob_per_token': 0.21776730012020346, 'total_prob_per_char': 1.940074364357044, 'uncond_correct_prob': 3.5585182302890883e-06, 'uncond_correct_prob_per_token': 0.016307527836401565, 'uncond_correct_prob_per_char': 0.3731444580899192, 'uncond_total_prob': 2.4605251689986004e-05, 'norm_correct_prob': 0.2217704908937204, 'norm_correct_prob_per_token': 0.2698400893632195, 'norm_correct_prob_per_char': 0.25530207098991653, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 22,500 |
small aux 3
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.4444444444444444, 'predicted_index_per_token': 1.3529411764705883, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.4379084967320261, 'predicted_index_uncond': 1.4411764705882353, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.238562091503268, 'acc_per_token': 0.27124183006535946, 'acc_per_char': 0.3006535947712418, 'acc_per_byte': 0.30392156862745096, 'acc_uncond': 0.2875816993464052, 'no_answer': 0.0, 'sum_logits_corr': -34.161003303683664, 'logits_per_token_corr': -3.550517117838022, 'logits_per_char_corr': -0.7887316873528439, 'bits_per_byte_corr': 1.137409769402938, 'correct_prob': 0.0014349646472689866, 'correct_prob_per_token': 0.05327051234138356, 'correct_prob_per_char': 0.4865958351954632, 'margin': -0.0016794326459627607, 'margin_per_token': -0.02557388163140934, 'margin_per_char': -0.06215029670386285, 'total_prob': 0.005789465782048815, 'total_prob_per_token': 0.1991866632992274, 'total_prob_per_char': 1.9133862061510039, 'uncond_correct_prob': 9.119657221550963e-06, 'uncond_correct_prob_per_token': 0.014578036062490076, 'uncond_correct_prob_per_char': 0.36506394772769657, 'uncond_total_prob': 5.394449032770671e-05, 'norm_correct_prob': 0.23276564771366628, 'norm_correct_prob_per_token': 0.2752432403313814, 'norm_correct_prob_per_char': 0.2577995061100325, 'primary_metric': 0.238562091503268}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 22,500 |
default
|
5xC
| 7,372,800,000 | 4,332,845,924,352,000,000 |
{'predicted_index_raw': 1.473856209150327, 'predicted_index_per_token': 1.3300653594771241, 'predicted_index_per_char': 1.4477124183006536, 'predicted_index_per_byte': 1.6339869281045751, 'predicted_index_uncond': 1.477124183006536, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.24836601307189543, 'acc_per_token': 0.2973856209150327, 'acc_per_char': 0.30392156862745096, 'acc_per_byte': 0.20915032679738563, 'acc_uncond': 0.27450980392156865, 'no_answer': 0.0, 'sum_logits_corr': -34.09244128146203, 'logits_per_token_corr': -3.571456076451808, 'logits_per_char_corr': -0.7985539265064279, 'logits_per_byte_corr': 1.1516481022822127, 'correct_prob': 0.0013839995473218954, 'correct_prob_per_token': 0.05315041443206446, 'correct_prob_per_char': 0.48653866112678285, 'margin': -0.0006406780593288532, 'margin_per_token': -0.02125596293832052, 'margin_per_char': -0.055997807449528834, 'total_prob': 0.004297342009139681, 'total_prob_per_token': 0.19092075328644065, 'total_prob_per_char': 1.9015932121764092, 'uncond_correct_prob': 3.271455728198213e-06, 'uncond_correct_prob_per_token': 0.015525958016704887, 'uncond_correct_prob_per_char': 0.3697630326170509, 'uncond_total_prob': 1.807160779228934e-05, 'norm_correct_prob': 0.23063575988092475, 'norm_correct_prob_per_token': 0.2784244381998449, 'norm_correct_prob_per_char': 0.2584872741242584, 'primary_metric': 0.24836601307189543}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 23,750 |
small aux 2
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4934640522875817, 'predicted_index_per_token': 1.3529411764705883, 'predicted_index_per_char': 1.4248366013071896, 'predicted_index_per_byte': 1.4248366013071896, 'predicted_index_uncond': 1.5555555555555556, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.238562091503268, 'acc_per_token': 0.2875816993464052, 'acc_per_char': 0.2875816993464052, 'acc_per_byte': 0.2875816993464052, 'acc_uncond': 0.2875816993464052, 'no_answer': 0.0, 'sum_logits_corr': -33.63689288321663, 'logits_per_token_corr': -3.5333532091158406, 'logits_per_char_corr': -0.789312822923591, 'bits_per_byte_corr': 1.1382811486126874, 'correct_prob': 0.0024504174239313443, 'correct_prob_per_token': 0.058887393602884634, 'correct_prob_per_char': 0.4916845410417393, 'margin': -0.0008517092810207547, 'margin_per_token': -0.025916052459081334, 'margin_per_char': -0.06494485671164846, 'total_prob': 0.007340607768221585, 'total_prob_per_token': 0.21423118768621843, 'total_prob_per_char': 1.937791666788234, 'uncond_correct_prob': 2.2813443653990313e-06, 'uncond_correct_prob_per_token': 0.016215795765962205, 'uncond_correct_prob_per_char': 0.3729499032245538, 'uncond_total_prob': 1.7054740000659016e-05, 'norm_correct_prob': 0.23049313746930225, 'norm_correct_prob_per_token': 0.271066114941565, 'norm_correct_prob_per_char': 0.25580718922065554, 'primary_metric': 0.238562091503268}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 23,750 |
small aux 3
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4607843137254901, 'predicted_index_per_token': 1.3627450980392157, 'predicted_index_per_char': 1.4542483660130718, 'predicted_index_per_byte': 1.4542483660130718, 'predicted_index_uncond': 1.477124183006536, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.2875816993464052, 'acc_per_char': 0.31699346405228757, 'acc_per_byte': 0.31699346405228757, 'acc_uncond': 0.2908496732026144, 'no_answer': 0.0, 'sum_logits_corr': -33.82441186359505, 'logits_per_token_corr': -3.4901112963287186, 'logits_per_char_corr': -0.7793450267043535, 'bits_per_byte_corr': 1.1238524111788688, 'correct_prob': 0.001824986738701255, 'correct_prob_per_token': 0.056248592192660894, 'correct_prob_per_char': 0.49244067078864456, 'margin': -0.0019736052954477247, 'margin_per_token': -0.024091796020587076, 'margin_per_char': -0.058067465717264635, 'total_prob': 0.007167462557857921, 'total_prob_per_token': 0.2063208613275356, 'total_prob_per_char': 1.9274971061218016, 'uncond_correct_prob': 1.0959649571806848e-05, 'uncond_correct_prob_per_token': 0.01523283595147862, 'uncond_correct_prob_per_char': 0.36874425093872787, 'uncond_total_prob': 6.99384309119067e-05, 'norm_correct_prob': 0.22842703726860375, 'norm_correct_prob_per_token': 0.2790798560563022, 'norm_correct_prob_per_char': 0.25834151997815513, 'primary_metric': 0.23529411764705882}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 23,750 |
default
|
5xC
| 7,782,400,000 | 4,573,559,586,816,000,000 |
{'predicted_index_raw': 1.4248366013071896, 'predicted_index_per_token': 1.3823529411764706, 'predicted_index_per_char': 1.4640522875816993, 'predicted_index_per_byte': 1.6241830065359477, 'predicted_index_uncond': 1.3823529411764706, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.24509803921568626, 'acc_per_token': 0.3006535947712418, 'acc_per_char': 0.27450980392156865, 'acc_per_byte': 0.20261437908496732, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -34.046531483238816, 'logits_per_token_corr': -3.5881095603653375, 'logits_per_char_corr': -0.8025705637333422, 'logits_per_byte_corr': 1.157446470631307, 'correct_prob': 0.0010688534448248836, 'correct_prob_per_token': 0.052090611149990494, 'correct_prob_per_char': 0.4848640458540335, 'margin': -0.0005456066526382508, 'margin_per_token': -0.021148527855162694, 'margin_per_char': -0.05663097718778695, 'total_prob': 0.0035367195583054403, 'total_prob_per_token': 0.18883869591988797, 'total_prob_per_char': 1.8978508112080315, 'uncond_correct_prob': 6.921990860542841e-06, 'uncond_correct_prob_per_token': 0.017894136000251894, 'uncond_correct_prob_per_char': 0.3843781285533927, 'uncond_total_prob': 3.491668964629128e-05, 'norm_correct_prob': 0.23037414885167412, 'norm_correct_prob_per_token': 0.27899827276235023, 'norm_correct_prob_per_char': 0.25829695159605026, 'primary_metric': 0.24509803921568626}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 25,000 |
small aux 2
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.477124183006536, 'predicted_index_per_token': 1.4379084967320261, 'predicted_index_per_char': 1.4607843137254901, 'predicted_index_per_byte': 1.4607843137254901, 'predicted_index_uncond': 1.522875816993464, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.2222222222222222, 'acc_per_token': 0.30392156862745096, 'acc_per_char': 0.3104575163398693, 'acc_per_byte': 0.3104575163398693, 'acc_uncond': 0.30718954248366015, 'no_answer': 0.0, 'sum_logits_corr': -33.52058515634412, 'logits_per_token_corr': -3.5343238623948405, 'logits_per_char_corr': -0.7918024284930469, 'bits_per_byte_corr': 1.1418733008225435, 'correct_prob': 0.001857975020178902, 'correct_prob_per_token': 0.057611287989591045, 'correct_prob_per_char': 0.4915598613997471, 'margin': -0.0007888613398533782, 'margin_per_token': -0.025304353578131638, 'margin_per_char': -0.06386591367021234, 'total_prob': 0.0058461557417396675, 'total_prob_per_token': 0.21220117459459287, 'total_prob_per_char': 1.9352671300675754, 'uncond_correct_prob': 1.6915328811287759e-06, 'uncond_correct_prob_per_token': 0.015462579189228722, 'uncond_correct_prob_per_char': 0.3664955258152321, 'uncond_total_prob': 1.3126434771994278e-05, 'norm_correct_prob': 0.22158401963795946, 'norm_correct_prob_per_token': 0.2717956420109308, 'norm_correct_prob_per_char': 0.2561844551001038, 'primary_metric': 0.2222222222222222}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 25,000 |
small aux 3
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.4509803921568627, 'predicted_index_per_token': 1.3725490196078431, 'predicted_index_per_char': 1.473856209150327, 'predicted_index_per_byte': 1.473856209150327, 'predicted_index_uncond': 1.477124183006536, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.27450980392156865, 'acc_per_char': 0.28431372549019607, 'acc_per_byte': 0.28431372549019607, 'acc_uncond': 0.25163398692810457, 'no_answer': 0.0, 'sum_logits_corr': -33.72310003346088, 'logits_per_token_corr': -3.477931940079711, 'logits_per_char_corr': -0.7717715255773716, 'bits_per_byte_corr': 1.1129586901891673, 'correct_prob': 0.0021375584335272856, 'correct_prob_per_token': 0.057180889469291694, 'correct_prob_per_char': 0.49350145857825084, 'margin': -0.0022150020482642144, 'margin_per_token': -0.025722371723714346, 'margin_per_char': -0.061023947924196485, 'total_prob': 0.00854825392060926, 'total_prob_per_token': 0.21520675111193505, 'total_prob_per_char': 1.9432745284198172, 'uncond_correct_prob': 8.134008961392538e-06, 'uncond_correct_prob_per_token': 0.015523208108104376, 'uncond_correct_prob_per_char': 0.37010198501912944, 'uncond_total_prob': 4.936948012899572e-05, 'norm_correct_prob': 0.22571743811245681, 'norm_correct_prob_per_token': 0.27414097696888806, 'norm_correct_prob_per_char': 0.25713492331605364, 'primary_metric': 0.23529411764705882}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 25,000 |
default
|
5xC
| 8,192,000,000 | 4,814,273,249,280,000,000 |
{'predicted_index_raw': 1.3856209150326797, 'predicted_index_per_token': 1.3496732026143792, 'predicted_index_per_char': 1.411764705882353, 'predicted_index_per_byte': 1.6830065359477124, 'predicted_index_uncond': 1.3823529411764706, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.238562091503268, 'acc_per_token': 0.3202614379084967, 'acc_per_char': 0.30718954248366015, 'acc_per_byte': 0.20915032679738563, 'acc_uncond': 0.28104575163398693, 'no_answer': 0.0, 'sum_logits_corr': -33.501853976374356, 'logits_per_token_corr': -3.50717797362998, 'logits_per_char_corr': -0.7817137621604174, 'logits_per_byte_corr': 1.1273615234885908, 'correct_prob': 0.0013512140884518336, 'correct_prob_per_token': 0.05657873614801119, 'correct_prob_per_char': 0.49308207683224003, 'margin': -0.001052963223993095, 'margin_per_token': -0.019715052694288557, 'margin_per_char': -0.05416319640584559, 'total_prob': 0.004862465586257519, 'total_prob_per_token': 0.200984514403983, 'total_prob_per_char': 1.9254460159056321, 'uncond_correct_prob': 7.952701003123765e-06, 'uncond_correct_prob_per_token': 0.01752906705031242, 'uncond_correct_prob_per_char': 0.38089432272904844, 'uncond_total_prob': 4.502679907902854e-05, 'norm_correct_prob': 0.2348295803997554, 'norm_correct_prob_per_token': 0.2815416754393194, 'norm_correct_prob_per_char': 0.2584883749908146, 'primary_metric': 0.238562091503268}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 27,500 |
small aux 2
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.4934640522875817, 'predicted_index_per_token': 1.4411764705882353, 'predicted_index_per_char': 1.4705882352941178, 'predicted_index_per_byte': 1.4705882352941178, 'predicted_index_uncond': 1.5620915032679739, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.2908496732026144, 'acc_per_char': 0.3006535947712418, 'acc_per_byte': 0.3006535947712418, 'acc_uncond': 0.30392156862745096, 'no_answer': 0.0, 'sum_logits_corr': -33.03542930316302, 'logits_per_token_corr': -3.462856830222732, 'logits_per_char_corr': -0.7718509313734776, 'bits_per_byte_corr': 1.1130904877920624, 'correct_prob': 0.0026981658633453334, 'correct_prob_per_token': 0.06283602973654384, 'correct_prob_per_char': 0.49881441101494, 'margin': -0.0009803466882788688, 'margin_per_token': -0.02567134474877425, 'margin_per_char': -0.06286389480383593, 'total_prob': 0.007982098451300261, 'total_prob_per_token': 0.22665341672515563, 'total_prob_per_char': 1.9595642324838882, 'uncond_correct_prob': 2.7574133457554395e-06, 'uncond_correct_prob_per_token': 0.017302536066395303, 'uncond_correct_prob_per_char': 0.3773954426440411, 'uncond_total_prob': 2.052174392205788e-05, 'norm_correct_prob': 0.22467159008848606, 'norm_correct_prob_per_token': 0.2733586304674479, 'norm_correct_prob_per_char': 0.25650302137227327, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 27,500 |
small aux 3
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.4281045751633987, 'predicted_index_per_token': 1.34640522875817, 'predicted_index_per_char': 1.4411764705882353, 'predicted_index_per_byte': 1.4411764705882353, 'predicted_index_uncond': 1.5359477124183007, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.23529411764705882, 'acc_per_token': 0.28104575163398693, 'acc_per_char': 0.2908496732026144, 'acc_per_byte': 0.2908496732026144, 'acc_uncond': 0.2875816993464052, 'no_answer': 0.0, 'sum_logits_corr': -33.32405283793904, 'logits_per_token_corr': -3.4272858273625104, 'logits_per_char_corr': -0.7614391043764634, 'bits_per_byte_corr': 1.098040085812416, 'correct_prob': 0.002259237814772381, 'correct_prob_per_token': 0.05958917248772085, 'correct_prob_per_char': 0.49863343900114704, 'margin': -0.0021647606003428518, 'margin_per_token': -0.026486583400496273, 'margin_per_char': -0.059734904060202626, 'total_prob': 0.00868141780742009, 'total_prob_per_token': 0.2226124866595663, 'total_prob_per_char': 1.9617575375331722, 'uncond_correct_prob': 4.958572110443026e-06, 'uncond_correct_prob_per_token': 0.015857776421412072, 'uncond_correct_prob_per_char': 0.3719381896917703, 'uncond_total_prob': 3.171648660955374e-05, 'norm_correct_prob': 0.23109270195645035, 'norm_correct_prob_per_token': 0.2744860450051302, 'norm_correct_prob_per_char': 0.25722014752018724, 'primary_metric': 0.23529411764705882}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 27,500 |
default
|
5xC
| 9,011,200,000 | 5,295,700,574,208,000,000 |
{'predicted_index_raw': 1.4215686274509804, 'predicted_index_per_token': 1.3986928104575163, 'predicted_index_per_char': 1.411764705882353, 'predicted_index_per_byte': 1.6764705882352942, 'predicted_index_uncond': 1.3235294117647058, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.25163398692810457, 'acc_per_token': 0.31699346405228757, 'acc_per_char': 0.3006535947712418, 'acc_per_byte': 0.21241830065359477, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -33.103818348030636, 'logits_per_token_corr': -3.4505374422467807, 'logits_per_char_corr': -0.7681693044877186, 'logits_per_byte_corr': 1.1078191181125276, 'correct_prob': 0.0019560918558463513, 'correct_prob_per_token': 0.05972868600183516, 'correct_prob_per_char': 0.4985060860042089, 'margin': -0.0009405979605780356, 'margin_per_token': -0.021450889107035118, 'margin_per_char': -0.055073502890808874, 'total_prob': 0.006216814064434508, 'total_prob_per_token': 0.21364924095091148, 'total_prob_per_char': 1.9490052052708398, 'uncond_correct_prob': 6.61140129252384e-06, 'uncond_correct_prob_per_token': 0.017344505205413797, 'uncond_correct_prob_per_char': 0.379799298388548, 'uncond_total_prob': 3.573236541266425e-05, 'norm_correct_prob': 0.23587411565524602, 'norm_correct_prob_per_token': 0.28068830119395605, 'norm_correct_prob_per_char': 0.25822252005820023, 'primary_metric': 0.25163398692810457}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 28,750 |
small aux 2
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4869281045751634, 'predicted_index_per_token': 1.408496732026144, 'predicted_index_per_char': 1.4215686274509804, 'predicted_index_per_byte': 1.4215686274509804, 'predicted_index_uncond': 1.5457516339869282, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22875816993464052, 'acc_per_token': 0.2973856209150327, 'acc_per_char': 0.2973856209150327, 'acc_per_byte': 0.2973856209150327, 'acc_uncond': 0.30392156862745096, 'no_answer': 0.0, 'sum_logits_corr': -32.900584843813206, 'logits_per_token_corr': -3.4520989301672658, 'logits_per_char_corr': -0.7703172229056288, 'bits_per_byte_corr': 1.1108881859479056, 'correct_prob': 0.002351092727903518, 'correct_prob_per_token': 0.06238939518822877, 'correct_prob_per_char': 0.4996073149805307, 'margin': -0.0009803689221507988, 'margin_per_token': -0.026055195719744784, 'margin_per_char': -0.06246537388659881, 'total_prob': 0.007132747928658536, 'total_prob_per_token': 0.22640036341658892, 'total_prob_per_char': 1.9634581041373371, 'uncond_correct_prob': 2.4644805551793175e-06, 'uncond_correct_prob_per_token': 0.01730421401682186, 'uncond_correct_prob_per_char': 0.37802311318441967, 'uncond_total_prob': 1.7446006075838e-05, 'norm_correct_prob': 0.22543700801359542, 'norm_correct_prob_per_token': 0.2737191389876317, 'norm_correct_prob_per_char': 0.2564499703403014, 'primary_metric': 0.22875816993464052}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 28,750 |
small aux 3
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.457516339869281, 'predicted_index_per_token': 1.3529411764705883, 'predicted_index_per_char': 1.457516339869281, 'predicted_index_per_byte': 1.4509803921568627, 'predicted_index_uncond': 1.5065359477124183, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.2549019607843137, 'acc_per_token': 0.29411764705882354, 'acc_per_char': 0.2973856209150327, 'acc_per_byte': 0.3006535947712418, 'acc_uncond': 0.28431372549019607, 'no_answer': 0.0, 'sum_logits_corr': -33.18948810786203, 'logits_per_token_corr': -3.413346950853251, 'logits_per_char_corr': -0.757613213483767, 'bits_per_byte_corr': 1.0925236840878296, 'correct_prob': 0.0022475094342039657, 'correct_prob_per_token': 0.060215664068946295, 'correct_prob_per_char': 0.49991340724699246, 'margin': -0.0021847257980523466, 'margin_per_token': -0.0260050172848125, 'margin_per_char': -0.059315472962693454, 'total_prob': 0.008640248033410106, 'total_prob_per_token': 0.22427574392999922, 'total_prob_per_char': 1.9664763878410532, 'uncond_correct_prob': 4.469397565972741e-06, 'uncond_correct_prob_per_token': 0.016063790492831843, 'uncond_correct_prob_per_char': 0.3723724389179679, 'uncond_total_prob': 2.910590282169339e-05, 'norm_correct_prob': 0.23383161007504902, 'norm_correct_prob_per_token': 0.27554138980282694, 'norm_correct_prob_per_char': 0.2573139402586095, 'primary_metric': 0.2549019607843137}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 28,750 |
default
|
5xC
| 9,420,800,000 | 5,536,414,236,672,000,000 |
{'predicted_index_raw': 1.4183006535947713, 'predicted_index_per_token': 1.369281045751634, 'predicted_index_per_char': 1.4444444444444444, 'predicted_index_per_byte': 1.6601307189542485, 'predicted_index_uncond': 1.3071895424836601, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.24183006535947713, 'acc_per_token': 0.30392156862745096, 'acc_per_char': 0.2908496732026144, 'acc_per_byte': 0.20915032679738563, 'acc_uncond': 0.28104575163398693, 'no_answer': 0.0, 'sum_logits_corr': -33.121636778700584, 'logits_per_token_corr': -3.4556356678248163, 'logits_per_char_corr': -0.769549261859708, 'logits_per_byte_corr': 1.1098211122618746, 'correct_prob': 0.0019117288415182374, 'correct_prob_per_token': 0.05928416004340737, 'correct_prob_per_char': 0.4977559032645517, 'margin': -0.0009565939260939674, 'margin_per_token': -0.022216360625060105, 'margin_per_char': -0.0559753631617476, 'total_prob': 0.006092677709320711, 'total_prob_per_token': 0.2131111789113824, 'total_prob_per_char': 1.9475836748135327, 'uncond_correct_prob': 5.7093017642889405e-06, 'uncond_correct_prob_per_token': 0.017982116556944275, 'uncond_correct_prob_per_char': 0.3830176963051973, 'uncond_total_prob': 3.15820139646821e-05, 'norm_correct_prob': 0.23420668279106793, 'norm_correct_prob_per_token': 0.27965022565959086, 'norm_correct_prob_per_char': 0.25809675093789597, 'primary_metric': 0.24183006535947713}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 29,901 |
small aux 2
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.408496732026144, 'predicted_index_per_char': 1.4640522875816993, 'predicted_index_per_byte': 1.4640522875816993, 'predicted_index_uncond': 1.5522875816993464, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.22549019607843138, 'acc_per_token': 0.2973856209150327, 'acc_per_char': 0.2908496732026144, 'acc_per_byte': 0.2908496732026144, 'acc_uncond': 0.30392156862745096, 'no_answer': 0.0, 'sum_logits_corr': -32.930273196276495, 'logits_per_token_corr': -3.4605899677524588, 'logits_per_char_corr': -0.7730837798014333, 'bits_per_byte_corr': 1.1148738823611433, 'correct_prob': 0.0023493457453238847, 'correct_prob_per_token': 0.061849952649950746, 'correct_prob_per_char': 0.4986846676426579, 'margin': -0.0007775648207570871, 'margin_per_token': -0.025241387693602436, 'margin_per_char': -0.06220858506503434, 'total_prob': 0.0069300124513294445, 'total_prob_per_token': 0.22430626845893215, 'total_prob_per_char': 1.9597563473129263, 'uncond_correct_prob': 2.647099775831781e-06, 'uncond_correct_prob_per_token': 0.01726213211241964, 'uncond_correct_prob_per_char': 0.37734563003063487, 'uncond_total_prob': 1.8780485572073852e-05, 'norm_correct_prob': 0.2245276056739144, 'norm_correct_prob_per_token': 0.2736826365318292, 'norm_correct_prob_per_char': 0.25649220448666926, 'primary_metric': 0.22549019607843138}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 29,901 |
small aux 3
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4379084967320261, 'predicted_index_per_token': 1.3660130718954249, 'predicted_index_per_char': 1.4477124183006536, 'predicted_index_per_byte': 1.4477124183006536, 'predicted_index_uncond': 1.5522875816993464, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.25163398692810457, 'acc_per_token': 0.2973856209150327, 'acc_per_char': 0.2973856209150327, 'acc_per_byte': 0.2973856209150327, 'acc_uncond': 0.30392156862745096, 'no_answer': 0.0, 'sum_logits_corr': -33.09268936534333, 'logits_per_token_corr': -3.402646864370284, 'logits_per_char_corr': -0.7541500665365592, 'bits_per_byte_corr': 1.0875330600763964, 'correct_prob': 0.002146883351449332, 'correct_prob_per_token': 0.060398381646306676, 'correct_prob_per_char': 0.5007402495076166, 'margin': -0.002119573725050758, 'margin_per_token': -0.025867330834134315, 'margin_per_char': -0.05960106935981752, 'total_prob': 0.00835379320865347, 'total_prob_per_token': 0.22511482011902273, 'total_prob_per_char': 1.9711986903889493, 'uncond_correct_prob': 5.0782643499105065e-06, 'uncond_correct_prob_per_token': 0.015909795984966425, 'uncond_correct_prob_per_char': 0.3714359949266253, 'uncond_total_prob': 3.2423730239068125e-05, 'norm_correct_prob': 0.23225826924442952, 'norm_correct_prob_per_token': 0.27476883839201677, 'norm_correct_prob_per_char': 0.2570759194731921, 'primary_metric': 0.25163398692810457}
|
90M
|
FineWeb-Pro
|
mmlu_nutrition
| 29,901 |
default
|
5xC
| 9,797,959,680 | 5,758,063,377,068,851,000 |
{'predicted_index_raw': 1.4183006535947713, 'predicted_index_per_token': 1.3888888888888888, 'predicted_index_per_char': 1.4248366013071896, 'predicted_index_per_byte': 1.6699346405228759, 'predicted_index_uncond': 1.3496732026143792, 'correct_choice': 1.6143790849673203, 'acc_raw': 0.24183006535947713, 'acc_per_token': 0.30718954248366015, 'acc_per_char': 0.2908496732026144, 'acc_per_byte': 0.20588235294117646, 'acc_uncond': 0.27450980392156865, 'no_answer': 0.0, 'sum_logits_corr': -33.0890140810044, 'logits_per_token_corr': -3.450186049089157, 'logits_per_char_corr': -0.7676283225399553, 'logits_per_byte_corr': 1.1070512294163002, 'correct_prob': 0.001954031127498288, 'correct_prob_per_token': 0.06002508642209504, 'correct_prob_per_char': 0.4985604371994124, 'margin': -0.0009337090547007134, 'margin_per_token': -0.02243376070445323, 'margin_per_char': -0.05625296899569776, 'total_prob': 0.006200353965150416, 'total_prob_per_token': 0.21530602051196346, 'total_prob_per_char': 1.9508937025593294, 'uncond_correct_prob': 5.982183745695699e-06, 'uncond_correct_prob_per_token': 0.01804624341437903, 'uncond_correct_prob_per_char': 0.38306042288519465, 'uncond_total_prob': 3.4225499110038765e-05, 'norm_correct_prob': 0.23503669061672058, 'norm_correct_prob_per_token': 0.27946439979944626, 'norm_correct_prob_per_char': 0.25802401424587046, 'primary_metric': 0.24183006535947713}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 0 |
small aux 2
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4533762057877813, 'predicted_index_per_token': 1.3279742765273312, 'predicted_index_per_char': 1.302250803858521, 'predicted_index_per_byte': 1.302250803858521, 'predicted_index_uncond': 1.54983922829582, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2347266881028939, 'acc_per_token': 0.2508038585209003, 'acc_per_char': 0.3022508038585209, 'acc_per_byte': 0.3022508038585209, 'acc_uncond': 0.2540192926045016, 'no_answer': 0.0, 'sum_logits_corr': -83.2500859472146, 'logits_per_token_corr': -10.878787302538543, 'logits_per_char_corr': -2.2306796970362375, 'bits_per_byte_corr': 3.20407982526915, 'correct_prob': 1.5172758471207191e-06, 'correct_prob_per_token': 1.9310976524447486e-05, 'correct_prob_per_char': 0.12705033003734673, 'margin': -5.326991508611233e-07, 'margin_per_token': -3.154783106199076e-06, 'margin_per_char': -0.04027240124029398, 'total_prob': 4.400362118984499e-06, 'total_prob_per_token': 7.706017549806138e-05, 'total_prob_per_char': 0.505145573397739, 'uncond_correct_prob': 1.3058844793655176e-06, 'uncond_correct_prob_per_token': 1.8804954844706942e-05, 'uncond_correct_prob_per_char': 0.12648157683044975, 'uncond_total_prob': 4.2926232985500494e-06, 'norm_correct_prob': 0.23631979025197203, 'norm_correct_prob_per_token': 0.2504585197474172, 'norm_correct_prob_per_char': 0.25210792211148425, 'primary_metric': 0.2347266881028939}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 0 |
small aux 3
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.4790996784565917, 'predicted_index_per_token': 1.594855305466238, 'predicted_index_per_char': 1.2958199356913183, 'predicted_index_per_byte': 1.3054662379421222, 'predicted_index_uncond': 1.5691318327974277, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24115755627009647, 'acc_per_token': 0.2829581993569132, 'acc_per_char': 0.2990353697749196, 'acc_per_byte': 0.2990353697749196, 'acc_uncond': 0.2282958199356913, 'no_answer': 0.0, 'sum_logits_corr': -84.59163784444141, 'logits_per_token_corr': -11.0638777655207, 'logits_per_char_corr': -2.271021197525343, 'bits_per_byte_corr': 3.2619140548933276, 'correct_prob': 1.3042339998193971e-06, 'correct_prob_per_token': 1.6040068216584964e-05, 'correct_prob_per_char': 0.1232845151653449, 'margin': -8.148167428914738e-07, 'margin_per_token': -2.5091162969387963e-06, 'margin_per_char': -0.039297862612891886, 'total_prob': 4.37090613491862e-06, 'total_prob_per_token': 6.410993700351466e-05, 'total_prob_per_char': 0.4902150899117778, 'uncond_correct_prob': 1.4612069421634779e-06, 'uncond_correct_prob_per_token': 1.6418229030511845e-05, 'uncond_correct_prob_per_char': 0.12366318390792201, 'uncond_total_prob': 4.0897562804444255e-06, 'norm_correct_prob': 0.23801262334597217, 'norm_correct_prob_per_token': 0.25137002432516886, 'norm_correct_prob_per_char': 0.2524641599994731, 'primary_metric': 0.24115755627009647}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 0 |
default
|
5xC
| 0 | 0 |
{'predicted_index_raw': 1.5144694533762058, 'predicted_index_per_token': 1.517684887459807, 'predicted_index_per_char': 1.2765273311897105, 'predicted_index_per_byte': 1.7909967845659165, 'predicted_index_uncond': 1.5016077170418007, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2315112540192926, 'acc_per_token': 0.24115755627009647, 'acc_per_char': 0.29260450160771706, 'acc_per_byte': 0.2540192926045016, 'acc_uncond': 0.26688102893890675, 'no_answer': 0.0, 'sum_logits_corr': -83.175038205849, 'logits_per_token_corr': -10.853256933796082, 'logits_per_char_corr': -2.2254956662811836, 'logits_per_byte_corr': 3.1967018709411885, 'correct_prob': 1.7175588509542e-06, 'correct_prob_per_token': 1.991106751222479e-05, 'correct_prob_per_char': 0.12765584703442293, 'margin': -3.7907612873100925e-07, 'margin_per_token': -3.1710284033695025e-06, 'margin_per_char': -0.04040186075935405, 'total_prob': 4.639904082860079e-06, 'total_prob_per_token': 7.897559693769469e-05, 'total_prob_per_char': 0.5069002052109606, 'uncond_correct_prob': 1.5604395914471704e-06, 'uncond_correct_prob_per_token': 2.134958108555819e-05, 'uncond_correct_prob_per_char': 0.1288595955380508, 'uncond_total_prob': 4.328731367857871e-06, 'norm_correct_prob': 0.2286463862962277, 'norm_correct_prob_per_token': 0.2513352366023185, 'norm_correct_prob_per_char': 0.2520457329231621, 'primary_metric': 0.2315112540192926}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 1,250 |
small aux 2
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.6109324758842443, 'predicted_index_per_token': 1.7106109324758842, 'predicted_index_per_char': 1.504823151125402, 'predicted_index_per_byte': 1.5144694533762058, 'predicted_index_uncond': 1.472668810289389, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2282958199356913, 'acc_per_token': 0.2282958199356913, 'acc_per_char': 0.2765273311897106, 'acc_per_byte': 0.2765273311897106, 'acc_uncond': 0.31189710610932475, 'no_answer': 0.0, 'sum_logits_corr': -35.118376716540176, 'logits_per_token_corr': -5.304545888793124, 'logits_per_char_corr': -1.0373259551461145, 'bits_per_byte_corr': 1.4915214417910332, 'correct_prob': 6.43795250404449e-05, 'correct_prob_per_token': 0.012440106435828605, 'correct_prob_per_char': 0.3716456818921719, 'margin': -1.7019763774106783e-05, 'margin_per_token': -0.010172650944156236, 'margin_per_char': -0.06171678432070861, 'total_prob': 0.00015632168014392884, 'total_prob_per_token': 0.05215007760347569, 'total_prob_per_char': 1.4943547641480635, 'uncond_correct_prob': 2.9325007139004572e-06, 'uncond_correct_prob_per_token': 0.007541328890613368, 'uncond_correct_prob_per_char': 0.3225706497172934, 'uncond_total_prob': 7.077674204491979e-06, 'norm_correct_prob': 0.22304425412688475, 'norm_correct_prob_per_token': 0.24211313997961584, 'norm_correct_prob_per_char': 0.24922946237089635, 'primary_metric': 0.2282958199356913}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 1,250 |
small aux 3
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.6688102893890675, 'predicted_index_per_token': 1.7170418006430868, 'predicted_index_per_char': 1.4630225080385852, 'predicted_index_per_byte': 1.4437299035369775, 'predicted_index_uncond': 1.6045016077170418, 'correct_choice': 1.594855305466238, 'acc_raw': 0.2379421221864952, 'acc_per_token': 0.24437299035369775, 'acc_per_char': 0.2508038585209003, 'acc_per_byte': 0.2540192926045016, 'acc_uncond': 0.2540192926045016, 'no_answer': 0.0, 'sum_logits_corr': -34.202619709002626, 'logits_per_token_corr': -5.067091338184129, 'logits_per_char_corr': -0.9920364928832218, 'bits_per_byte_corr': 1.4261963815058931, 'correct_prob': 6.183804317204665e-05, 'correct_prob_per_token': 0.013933617572415406, 'correct_prob_per_char': 0.38554503814392366, 'margin': -9.862112549898896e-06, 'margin_per_token': -0.01091877583395044, 'margin_per_char': -0.06271042961091731, 'total_prob': 0.00014345711609751476, 'total_prob_per_token': 0.058184085816383915, 'total_prob_per_char': 1.5487658341737578, 'uncond_correct_prob': 5.6092674087992105e-06, 'uncond_correct_prob_per_token': 0.007312883217702087, 'uncond_correct_prob_per_char': 0.3304919871143312, 'uncond_total_prob': 1.2943583983213788e-05, 'norm_correct_prob': 0.23568209624217884, 'norm_correct_prob_per_token': 0.24745983760339524, 'norm_correct_prob_per_char': 0.24964451389988557, 'primary_metric': 0.2379421221864952}
|
90M
|
FineWeb-Pro
|
mmlu_philosophy
| 1,250 |
default
|
5xC
| 409,600,000 | 240,713,662,464,000,000 |
{'predicted_index_raw': 1.54983922829582, 'predicted_index_per_token': 1.6334405144694535, 'predicted_index_per_char': 1.405144694533762, 'predicted_index_per_byte': 1.6334405144694535, 'predicted_index_uncond': 1.4212218649517685, 'correct_choice': 1.594855305466238, 'acc_raw': 0.24758842443729903, 'acc_per_token': 0.22186495176848875, 'acc_per_char': 0.2572347266881029, 'acc_per_byte': 0.26366559485530544, 'acc_uncond': 0.2540192926045016, 'no_answer': 0.0, 'sum_logits_corr': -33.99478388599261, 'logits_per_token_corr': -5.002971264416849, 'logits_per_char_corr': -0.9763915228165124, 'logits_per_byte_corr': 1.4038038984181613, 'correct_prob': 9.24731414551848e-05, 'correct_prob_per_token': 0.015050156508083301, 'correct_prob_per_char': 0.39040992371595246, 'margin': 1.0926840388937708e-06, 'margin_per_token': -0.011725079934033527, 'margin_per_char': -0.06452701775947561, 'total_prob': 0.00019706253411257583, 'total_prob_per_token': 0.062378852155607026, 'total_prob_per_char': 1.5721443710133802, 'uncond_correct_prob': 3.5152298932914955e-06, 'uncond_correct_prob_per_token': 0.0070365865996440385, 'uncond_correct_prob_per_char': 0.31953050578811604, 'uncond_total_prob': 7.204699173839129e-06, 'norm_correct_prob': 0.23641169156062147, 'norm_correct_prob_per_token': 0.24142288578840487, 'norm_correct_prob_per_char': 0.24876860265681103, 'primary_metric': 0.24758842443729903}
|
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.